{
  "version": 2,
  "mode": "sprint",
  "epoch": 1,
  "updated_at": "2026-08-18T10:45:33.607117815+10:00",
  "cell_total": 2346,
  "next_cell_index": 2346,
  "done_ids": [
    "float64|none|sgd|cnn|simd",
    "float32|none|sgd|cnn|simd",
    "float16|none|sgd|cnn|simd",
    "bfloat16|none|sgd|cnn|simd",
    "fp8e4m3|none|sgd|cnn|simd",
    "fp8e5m2|none|sgd|cnn|simd",
    "int64|none|sgd|cnn|simd",
    "int32|none|sgd|cnn|simd",
    "int16|none|sgd|cnn|simd",
    "int8|none|sgd|cnn|simd",
    "uint64|none|sgd|cnn|simd",
    "uint32|none|sgd|cnn|simd",
    "uint16|none|sgd|cnn|simd",
    "uint8|none|sgd|cnn|simd",
    "int4|none|sgd|cnn|simd",
    "uint4|none|sgd|cnn|simd",
    "fp4|none|sgd|cnn|simd",
    "int2|none|sgd|cnn|simd",
    "uint2|none|sgd|cnn|simd",
    "ternary|none|sgd|cnn|simd",
    "binary|none|sgd|cnn|simd",
    "int|none|sgd|cnn|simd",
    "uint|none|sgd|cnn|simd",
    "uintptr|none|sgd|cnn|simd",
    "complex64|none|sgd|cnn|simd",
    "complex128|none|sgd|cnn|simd",
    "nf4|none|sgd|cnn|simd",
    "fp6|none|sgd|cnn|simd",
    "int6|none|sgd|cnn|simd",
    "uint6|none|sgd|cnn|simd",
    "int5|none|sgd|cnn|simd",
    "uint5|none|sgd|cnn|simd",
    "int3|none|sgd|cnn|simd",
    "uint3|none|sgd|cnn|simd",
    "float64|none|sgd|bicameral|simd",
    "float32|none|sgd|bicameral|simd",
    "float16|none|sgd|bicameral|simd",
    "bfloat16|none|sgd|bicameral|simd",
    "fp8e4m3|none|sgd|bicameral|simd",
    "fp8e5m2|none|sgd|bicameral|simd",
    "int64|none|sgd|bicameral|simd",
    "int32|none|sgd|bicameral|simd",
    "int16|none|sgd|bicameral|simd",
    "int8|none|sgd|bicameral|simd",
    "uint64|none|sgd|bicameral|simd",
    "uint32|none|sgd|bicameral|simd",
    "uint16|none|sgd|bicameral|simd",
    "uint8|none|sgd|bicameral|simd",
    "int4|none|sgd|bicameral|simd",
    "uint4|none|sgd|bicameral|simd",
    "fp4|none|sgd|bicameral|simd",
    "int2|none|sgd|bicameral|simd",
    "uint2|none|sgd|bicameral|simd",
    "ternary|none|sgd|bicameral|simd",
    "binary|none|sgd|bicameral|simd",
    "int|none|sgd|bicameral|simd",
    "uint|none|sgd|bicameral|simd",
    "uintptr|none|sgd|bicameral|simd",
    "complex64|none|sgd|bicameral|simd",
    "complex128|none|sgd|bicameral|simd",
    "nf4|none|sgd|bicameral|simd",
    "fp6|none|sgd|bicameral|simd",
    "int6|none|sgd|bicameral|simd",
    "uint6|none|sgd|bicameral|simd",
    "int5|none|sgd|bicameral|simd",
    "uint5|none|sgd|bicameral|simd",
    "int3|none|sgd|bicameral|simd",
    "uint3|none|sgd|bicameral|simd",
    "float64|none|sgd|tricameral|simd",
    "float32|none|sgd|tricameral|simd",
    "float16|none|sgd|tricameral|simd",
    "bfloat16|none|sgd|tricameral|simd",
    "fp8e4m3|none|sgd|tricameral|simd",
    "fp8e5m2|none|sgd|tricameral|simd",
    "int64|none|sgd|tricameral|simd",
    "int32|none|sgd|tricameral|simd",
    "int16|none|sgd|tricameral|simd",
    "int8|none|sgd|tricameral|simd",
    "uint64|none|sgd|tricameral|simd",
    "uint32|none|sgd|tricameral|simd",
    "uint16|none|sgd|tricameral|simd",
    "uint8|none|sgd|tricameral|simd",
    "int4|none|sgd|tricameral|simd",
    "uint4|none|sgd|tricameral|simd",
    "fp4|none|sgd|tricameral|simd",
    "int2|none|sgd|tricameral|simd",
    "uint2|none|sgd|tricameral|simd",
    "ternary|none|sgd|tricameral|simd",
    "binary|none|sgd|tricameral|simd",
    "int|none|sgd|tricameral|simd",
    "uint|none|sgd|tricameral|simd",
    "uintptr|none|sgd|tricameral|simd",
    "complex64|none|sgd|tricameral|simd",
    "complex128|none|sgd|tricameral|simd",
    "nf4|none|sgd|tricameral|simd",
    "fp6|none|sgd|tricameral|simd",
    "int6|none|sgd|tricameral|simd",
    "uint6|none|sgd|tricameral|simd",
    "int5|none|sgd|tricameral|simd",
    "uint5|none|sgd|tricameral|simd",
    "int3|none|sgd|tricameral|simd",
    "uint3|none|sgd|tricameral|simd",
    "float64|none|step_sgd|cnn|simd",
    "float32|none|step_sgd|cnn|simd",
    "float16|none|step_sgd|cnn|simd",
    "bfloat16|none|step_sgd|cnn|simd",
    "fp8e4m3|none|step_sgd|cnn|simd",
    "fp8e5m2|none|step_sgd|cnn|simd",
    "int64|none|step_sgd|cnn|simd",
    "int32|none|step_sgd|cnn|simd",
    "int16|none|step_sgd|cnn|simd",
    "int8|none|step_sgd|cnn|simd",
    "uint64|none|step_sgd|cnn|simd",
    "uint32|none|step_sgd|cnn|simd",
    "uint16|none|step_sgd|cnn|simd",
    "uint8|none|step_sgd|cnn|simd",
    "int4|none|step_sgd|cnn|simd",
    "uint4|none|step_sgd|cnn|simd",
    "fp4|none|step_sgd|cnn|simd",
    "int2|none|step_sgd|cnn|simd",
    "uint2|none|step_sgd|cnn|simd",
    "ternary|none|step_sgd|cnn|simd",
    "binary|none|step_sgd|cnn|simd",
    "int|none|step_sgd|cnn|simd",
    "uint|none|step_sgd|cnn|simd",
    "uintptr|none|step_sgd|cnn|simd",
    "complex64|none|step_sgd|cnn|simd",
    "complex128|none|step_sgd|cnn|simd",
    "nf4|none|step_sgd|cnn|simd",
    "fp6|none|step_sgd|cnn|simd",
    "int6|none|step_sgd|cnn|simd",
    "uint6|none|step_sgd|cnn|simd",
    "int5|none|step_sgd|cnn|simd",
    "uint5|none|step_sgd|cnn|simd",
    "int3|none|step_sgd|cnn|simd",
    "uint3|none|step_sgd|cnn|simd",
    "float64|none|step_sgd|bicameral|simd",
    "float32|none|step_sgd|bicameral|simd",
    "float16|none|step_sgd|bicameral|simd",
    "bfloat16|none|step_sgd|bicameral|simd",
    "fp8e4m3|none|step_sgd|bicameral|simd",
    "fp8e5m2|none|step_sgd|bicameral|simd",
    "int64|none|step_sgd|bicameral|simd",
    "int32|none|step_sgd|bicameral|simd",
    "int16|none|step_sgd|bicameral|simd",
    "int8|none|step_sgd|bicameral|simd",
    "uint64|none|step_sgd|bicameral|simd",
    "uint32|none|step_sgd|bicameral|simd",
    "uint16|none|step_sgd|bicameral|simd",
    "uint8|none|step_sgd|bicameral|simd",
    "int4|none|step_sgd|bicameral|simd",
    "uint4|none|step_sgd|bicameral|simd",
    "fp4|none|step_sgd|bicameral|simd",
    "int2|none|step_sgd|bicameral|simd",
    "uint2|none|step_sgd|bicameral|simd",
    "ternary|none|step_sgd|bicameral|simd",
    "binary|none|step_sgd|bicameral|simd",
    "int|none|step_sgd|bicameral|simd",
    "uint|none|step_sgd|bicameral|simd",
    "uintptr|none|step_sgd|bicameral|simd",
    "complex64|none|step_sgd|bicameral|simd",
    "complex128|none|step_sgd|bicameral|simd",
    "nf4|none|step_sgd|bicameral|simd",
    "fp6|none|step_sgd|bicameral|simd",
    "int6|none|step_sgd|bicameral|simd",
    "uint6|none|step_sgd|bicameral|simd",
    "int5|none|step_sgd|bicameral|simd",
    "uint5|none|step_sgd|bicameral|simd",
    "int3|none|step_sgd|bicameral|simd",
    "uint3|none|step_sgd|bicameral|simd",
    "float64|none|step_sgd|tricameral|simd",
    "float32|none|step_sgd|tricameral|simd",
    "float16|none|step_sgd|tricameral|simd",
    "bfloat16|none|step_sgd|tricameral|simd",
    "fp8e4m3|none|step_sgd|tricameral|simd",
    "fp8e5m2|none|step_sgd|tricameral|simd",
    "int64|none|step_sgd|tricameral|simd",
    "int32|none|step_sgd|tricameral|simd",
    "int16|none|step_sgd|tricameral|simd",
    "int8|none|step_sgd|tricameral|simd",
    "uint64|none|step_sgd|tricameral|simd",
    "uint32|none|step_sgd|tricameral|simd",
    "uint16|none|step_sgd|tricameral|simd",
    "uint8|none|step_sgd|tricameral|simd",
    "int4|none|step_sgd|tricameral|simd",
    "uint4|none|step_sgd|tricameral|simd",
    "fp4|none|step_sgd|tricameral|simd",
    "int2|none|step_sgd|tricameral|simd",
    "uint2|none|step_sgd|tricameral|simd",
    "ternary|none|step_sgd|tricameral|simd",
    "binary|none|step_sgd|tricameral|simd",
    "int|none|step_sgd|tricameral|simd",
    "uint|none|step_sgd|tricameral|simd",
    "uintptr|none|step_sgd|tricameral|simd",
    "complex64|none|step_sgd|tricameral|simd",
    "complex128|none|step_sgd|tricameral|simd",
    "nf4|none|step_sgd|tricameral|simd",
    "fp6|none|step_sgd|tricameral|simd",
    "int6|none|step_sgd|tricameral|simd",
    "uint6|none|step_sgd|tricameral|simd",
    "int5|none|step_sgd|tricameral|simd",
    "uint5|none|step_sgd|tricameral|simd",
    "int3|none|step_sgd|tricameral|simd",
    "uint3|none|step_sgd|tricameral|simd",
    "float64|none|tween|cnn|simd",
    "float32|none|tween|cnn|simd",
    "float16|none|tween|cnn|simd",
    "bfloat16|none|tween|cnn|simd",
    "fp8e4m3|none|tween|cnn|simd",
    "fp8e5m2|none|tween|cnn|simd",
    "int64|none|tween|cnn|simd",
    "int32|none|tween|cnn|simd",
    "int16|none|tween|cnn|simd",
    "int8|none|tween|cnn|simd",
    "uint64|none|tween|cnn|simd",
    "uint32|none|tween|cnn|simd",
    "uint16|none|tween|cnn|simd",
    "uint8|none|tween|cnn|simd",
    "int4|none|tween|cnn|simd",
    "uint4|none|tween|cnn|simd",
    "fp4|none|tween|cnn|simd",
    "int2|none|tween|cnn|simd",
    "uint2|none|tween|cnn|simd",
    "ternary|none|tween|cnn|simd",
    "binary|none|tween|cnn|simd",
    "int|none|tween|cnn|simd",
    "uint|none|tween|cnn|simd",
    "uintptr|none|tween|cnn|simd",
    "complex64|none|tween|cnn|simd",
    "complex128|none|tween|cnn|simd",
    "nf4|none|tween|cnn|simd",
    "fp6|none|tween|cnn|simd",
    "int6|none|tween|cnn|simd",
    "uint6|none|tween|cnn|simd",
    "int5|none|tween|cnn|simd",
    "uint5|none|tween|cnn|simd",
    "int3|none|tween|cnn|simd",
    "uint3|none|tween|cnn|simd",
    "float64|none|tween|bicameral|simd",
    "float32|none|tween|bicameral|simd",
    "float16|none|tween|bicameral|simd",
    "bfloat16|none|tween|bicameral|simd",
    "fp8e4m3|none|tween|bicameral|simd",
    "fp8e5m2|none|tween|bicameral|simd",
    "int64|none|tween|bicameral|simd",
    "int32|none|tween|bicameral|simd",
    "int16|none|tween|bicameral|simd",
    "int8|none|tween|bicameral|simd",
    "uint64|none|tween|bicameral|simd",
    "uint32|none|tween|bicameral|simd",
    "uint16|none|tween|bicameral|simd",
    "uint8|none|tween|bicameral|simd",
    "int4|none|tween|bicameral|simd",
    "uint4|none|tween|bicameral|simd",
    "fp4|none|tween|bicameral|simd",
    "int2|none|tween|bicameral|simd",
    "uint2|none|tween|bicameral|simd",
    "ternary|none|tween|bicameral|simd",
    "binary|none|tween|bicameral|simd",
    "int|none|tween|bicameral|simd",
    "uint|none|tween|bicameral|simd",
    "uintptr|none|tween|bicameral|simd",
    "complex64|none|tween|bicameral|simd",
    "complex128|none|tween|bicameral|simd",
    "nf4|none|tween|bicameral|simd",
    "fp6|none|tween|bicameral|simd",
    "int6|none|tween|bicameral|simd",
    "uint6|none|tween|bicameral|simd",
    "int5|none|tween|bicameral|simd",
    "uint5|none|tween|bicameral|simd",
    "int3|none|tween|bicameral|simd",
    "uint3|none|tween|bicameral|simd",
    "float64|none|tween|tricameral|simd",
    "float32|none|tween|tricameral|simd",
    "float16|none|tween|tricameral|simd",
    "bfloat16|none|tween|tricameral|simd",
    "fp8e4m3|none|tween|tricameral|simd",
    "fp8e5m2|none|tween|tricameral|simd",
    "int64|none|tween|tricameral|simd",
    "int32|none|tween|tricameral|simd",
    "int16|none|tween|tricameral|simd",
    "int8|none|tween|tricameral|simd",
    "uint64|none|tween|tricameral|simd",
    "uint32|none|tween|tricameral|simd",
    "uint16|none|tween|tricameral|simd",
    "uint8|none|tween|tricameral|simd",
    "int4|none|tween|tricameral|simd",
    "uint4|none|tween|tricameral|simd",
    "fp4|none|tween|tricameral|simd",
    "int2|none|tween|tricameral|simd",
    "uint2|none|tween|tricameral|simd",
    "ternary|none|tween|tricameral|simd",
    "binary|none|tween|tricameral|simd",
    "int|none|tween|tricameral|simd",
    "uint|none|tween|tricameral|simd",
    "uintptr|none|tween|tricameral|simd",
    "complex64|none|tween|tricameral|simd",
    "complex128|none|tween|tricameral|simd",
    "nf4|none|tween|tricameral|simd",
    "fp6|none|tween|tricameral|simd",
    "int6|none|tween|tricameral|simd",
    "uint6|none|tween|tricameral|simd",
    "int5|none|tween|tricameral|simd",
    "uint5|none|tween|tricameral|simd",
    "int3|none|tween|tricameral|simd",
    "uint3|none|tween|tricameral|simd",
    "float64|none|tween_chain|cnn|simd",
    "float32|none|tween_chain|cnn|simd",
    "float16|none|tween_chain|cnn|simd",
    "bfloat16|none|tween_chain|cnn|simd",
    "fp8e4m3|none|tween_chain|cnn|simd",
    "fp8e5m2|none|tween_chain|cnn|simd",
    "int64|none|tween_chain|cnn|simd",
    "int32|none|tween_chain|cnn|simd",
    "int16|none|tween_chain|cnn|simd",
    "int8|none|tween_chain|cnn|simd",
    "uint64|none|tween_chain|cnn|simd",
    "uint32|none|tween_chain|cnn|simd",
    "uint16|none|tween_chain|cnn|simd",
    "uint8|none|tween_chain|cnn|simd",
    "int4|none|tween_chain|cnn|simd",
    "uint4|none|tween_chain|cnn|simd",
    "fp4|none|tween_chain|cnn|simd",
    "int2|none|tween_chain|cnn|simd",
    "uint2|none|tween_chain|cnn|simd",
    "ternary|none|tween_chain|cnn|simd",
    "binary|none|tween_chain|cnn|simd",
    "int|none|tween_chain|cnn|simd",
    "uint|none|tween_chain|cnn|simd",
    "uintptr|none|tween_chain|cnn|simd",
    "complex64|none|tween_chain|cnn|simd",
    "complex128|none|tween_chain|cnn|simd",
    "nf4|none|tween_chain|cnn|simd",
    "fp6|none|tween_chain|cnn|simd",
    "int6|none|tween_chain|cnn|simd",
    "uint6|none|tween_chain|cnn|simd",
    "int5|none|tween_chain|cnn|simd",
    "uint5|none|tween_chain|cnn|simd",
    "int3|none|tween_chain|cnn|simd",
    "uint3|none|tween_chain|cnn|simd",
    "float64|none|tween_chain|bicameral|simd",
    "float32|none|tween_chain|bicameral|simd",
    "float16|none|tween_chain|bicameral|simd",
    "bfloat16|none|tween_chain|bicameral|simd",
    "fp8e4m3|none|tween_chain|bicameral|simd",
    "fp8e5m2|none|tween_chain|bicameral|simd",
    "int64|none|tween_chain|bicameral|simd",
    "int32|none|tween_chain|bicameral|simd",
    "int16|none|tween_chain|bicameral|simd",
    "int8|none|tween_chain|bicameral|simd",
    "uint64|none|tween_chain|bicameral|simd",
    "uint32|none|tween_chain|bicameral|simd",
    "uint16|none|tween_chain|bicameral|simd",
    "uint8|none|tween_chain|bicameral|simd",
    "int4|none|tween_chain|bicameral|simd",
    "uint4|none|tween_chain|bicameral|simd",
    "fp4|none|tween_chain|bicameral|simd",
    "int2|none|tween_chain|bicameral|simd",
    "uint2|none|tween_chain|bicameral|simd",
    "ternary|none|tween_chain|bicameral|simd",
    "binary|none|tween_chain|bicameral|simd",
    "int|none|tween_chain|bicameral|simd",
    "uint|none|tween_chain|bicameral|simd",
    "uintptr|none|tween_chain|bicameral|simd",
    "complex64|none|tween_chain|bicameral|simd",
    "complex128|none|tween_chain|bicameral|simd",
    "nf4|none|tween_chain|bicameral|simd",
    "fp6|none|tween_chain|bicameral|simd",
    "int6|none|tween_chain|bicameral|simd",
    "uint6|none|tween_chain|bicameral|simd",
    "int5|none|tween_chain|bicameral|simd",
    "uint5|none|tween_chain|bicameral|simd",
    "int3|none|tween_chain|bicameral|simd",
    "uint3|none|tween_chain|bicameral|simd",
    "float64|none|tween_chain|tricameral|simd",
    "float32|none|tween_chain|tricameral|simd",
    "float16|none|tween_chain|tricameral|simd",
    "bfloat16|none|tween_chain|tricameral|simd",
    "fp8e4m3|none|tween_chain|tricameral|simd",
    "fp8e5m2|none|tween_chain|tricameral|simd",
    "int64|none|tween_chain|tricameral|simd",
    "int32|none|tween_chain|tricameral|simd",
    "int16|none|tween_chain|tricameral|simd",
    "int8|none|tween_chain|tricameral|simd",
    "uint64|none|tween_chain|tricameral|simd",
    "uint32|none|tween_chain|tricameral|simd",
    "uint16|none|tween_chain|tricameral|simd",
    "uint8|none|tween_chain|tricameral|simd",
    "int4|none|tween_chain|tricameral|simd",
    "uint4|none|tween_chain|tricameral|simd",
    "fp4|none|tween_chain|tricameral|simd",
    "int2|none|tween_chain|tricameral|simd",
    "uint2|none|tween_chain|tricameral|simd",
    "ternary|none|tween_chain|tricameral|simd",
    "binary|none|tween_chain|tricameral|simd",
    "int|none|tween_chain|tricameral|simd",
    "uint|none|tween_chain|tricameral|simd",
    "uintptr|none|tween_chain|tricameral|simd",
    "complex64|none|tween_chain|tricameral|simd",
    "complex128|none|tween_chain|tricameral|simd",
    "nf4|none|tween_chain|tricameral|simd",
    "fp6|none|tween_chain|tricameral|simd",
    "int6|none|tween_chain|tricameral|simd",
    "uint6|none|tween_chain|tricameral|simd",
    "int5|none|tween_chain|tricameral|simd",
    "uint5|none|tween_chain|tricameral|simd",
    "int3|none|tween_chain|tricameral|simd",
    "uint3|none|tween_chain|tricameral|simd",
    "float64|none|step_tween|cnn|simd",
    "float32|none|step_tween|cnn|simd",
    "float16|none|step_tween|cnn|simd",
    "bfloat16|none|step_tween|cnn|simd",
    "fp8e4m3|none|step_tween|cnn|simd",
    "fp8e5m2|none|step_tween|cnn|simd",
    "int64|none|step_tween|cnn|simd",
    "int32|none|step_tween|cnn|simd",
    "int16|none|step_tween|cnn|simd",
    "int8|none|step_tween|cnn|simd",
    "uint64|none|step_tween|cnn|simd",
    "uint32|none|step_tween|cnn|simd",
    "uint16|none|step_tween|cnn|simd",
    "uint8|none|step_tween|cnn|simd",
    "int4|none|step_tween|cnn|simd",
    "uint4|none|step_tween|cnn|simd",
    "fp4|none|step_tween|cnn|simd",
    "int2|none|step_tween|cnn|simd",
    "uint2|none|step_tween|cnn|simd",
    "ternary|none|step_tween|cnn|simd",
    "binary|none|step_tween|cnn|simd",
    "int|none|step_tween|cnn|simd",
    "uint|none|step_tween|cnn|simd",
    "uintptr|none|step_tween|cnn|simd",
    "complex64|none|step_tween|cnn|simd",
    "complex128|none|step_tween|cnn|simd",
    "nf4|none|step_tween|cnn|simd",
    "fp6|none|step_tween|cnn|simd",
    "int6|none|step_tween|cnn|simd",
    "uint6|none|step_tween|cnn|simd",
    "int5|none|step_tween|cnn|simd",
    "uint5|none|step_tween|cnn|simd",
    "int3|none|step_tween|cnn|simd",
    "uint3|none|step_tween|cnn|simd",
    "float64|none|step_tween|bicameral|simd",
    "float32|none|step_tween|bicameral|simd",
    "float16|none|step_tween|bicameral|simd",
    "bfloat16|none|step_tween|bicameral|simd",
    "fp8e4m3|none|step_tween|bicameral|simd",
    "fp8e5m2|none|step_tween|bicameral|simd",
    "int64|none|step_tween|bicameral|simd",
    "int32|none|step_tween|bicameral|simd",
    "int16|none|step_tween|bicameral|simd",
    "int8|none|step_tween|bicameral|simd",
    "uint64|none|step_tween|bicameral|simd",
    "uint32|none|step_tween|bicameral|simd",
    "uint16|none|step_tween|bicameral|simd",
    "uint8|none|step_tween|bicameral|simd",
    "int4|none|step_tween|bicameral|simd",
    "uint4|none|step_tween|bicameral|simd",
    "fp4|none|step_tween|bicameral|simd",
    "int2|none|step_tween|bicameral|simd",
    "uint2|none|step_tween|bicameral|simd",
    "ternary|none|step_tween|bicameral|simd",
    "binary|none|step_tween|bicameral|simd",
    "int|none|step_tween|bicameral|simd",
    "uint|none|step_tween|bicameral|simd",
    "uintptr|none|step_tween|bicameral|simd",
    "complex64|none|step_tween|bicameral|simd",
    "complex128|none|step_tween|bicameral|simd",
    "nf4|none|step_tween|bicameral|simd",
    "fp6|none|step_tween|bicameral|simd",
    "int6|none|step_tween|bicameral|simd",
    "uint6|none|step_tween|bicameral|simd",
    "int5|none|step_tween|bicameral|simd",
    "uint5|none|step_tween|bicameral|simd",
    "int3|none|step_tween|bicameral|simd",
    "uint3|none|step_tween|bicameral|simd",
    "float64|none|step_tween|tricameral|simd",
    "float32|none|step_tween|tricameral|simd",
    "float16|none|step_tween|tricameral|simd",
    "bfloat16|none|step_tween|tricameral|simd",
    "fp8e4m3|none|step_tween|tricameral|simd",
    "fp8e5m2|none|step_tween|tricameral|simd",
    "int64|none|step_tween|tricameral|simd",
    "int32|none|step_tween|tricameral|simd",
    "int16|none|step_tween|tricameral|simd",
    "int8|none|step_tween|tricameral|simd",
    "uint64|none|step_tween|tricameral|simd",
    "uint32|none|step_tween|tricameral|simd",
    "uint16|none|step_tween|tricameral|simd",
    "uint8|none|step_tween|tricameral|simd",
    "int4|none|step_tween|tricameral|simd",
    "uint4|none|step_tween|tricameral|simd",
    "fp4|none|step_tween|tricameral|simd",
    "int2|none|step_tween|tricameral|simd",
    "uint2|none|step_tween|tricameral|simd",
    "ternary|none|step_tween|tricameral|simd",
    "binary|none|step_tween|tricameral|simd",
    "int|none|step_tween|tricameral|simd",
    "uint|none|step_tween|tricameral|simd",
    "uintptr|none|step_tween|tricameral|simd",
    "complex64|none|step_tween|tricameral|simd",
    "complex128|none|step_tween|tricameral|simd",
    "nf4|none|step_tween|tricameral|simd",
    "fp6|none|step_tween|tricameral|simd",
    "int6|none|step_tween|tricameral|simd",
    "uint6|none|step_tween|tricameral|simd",
    "int5|none|step_tween|tricameral|simd",
    "uint5|none|step_tween|tricameral|simd",
    "int3|none|step_tween|tricameral|simd",
    "uint3|none|step_tween|tricameral|simd",
    "float64|none|step_tween_chain|cnn|simd",
    "float32|none|step_tween_chain|cnn|simd",
    "float16|none|step_tween_chain|cnn|simd",
    "bfloat16|none|step_tween_chain|cnn|simd",
    "fp8e4m3|none|step_tween_chain|cnn|simd",
    "fp8e5m2|none|step_tween_chain|cnn|simd",
    "int64|none|step_tween_chain|cnn|simd",
    "int32|none|step_tween_chain|cnn|simd",
    "int16|none|step_tween_chain|cnn|simd",
    "int8|none|step_tween_chain|cnn|simd",
    "uint64|none|step_tween_chain|cnn|simd",
    "uint32|none|step_tween_chain|cnn|simd",
    "uint16|none|step_tween_chain|cnn|simd",
    "uint8|none|step_tween_chain|cnn|simd",
    "int4|none|step_tween_chain|cnn|simd",
    "uint4|none|step_tween_chain|cnn|simd",
    "fp4|none|step_tween_chain|cnn|simd",
    "int2|none|step_tween_chain|cnn|simd",
    "uint2|none|step_tween_chain|cnn|simd",
    "ternary|none|step_tween_chain|cnn|simd",
    "binary|none|step_tween_chain|cnn|simd",
    "int|none|step_tween_chain|cnn|simd",
    "uint|none|step_tween_chain|cnn|simd",
    "uintptr|none|step_tween_chain|cnn|simd",
    "complex64|none|step_tween_chain|cnn|simd",
    "complex128|none|step_tween_chain|cnn|simd",
    "nf4|none|step_tween_chain|cnn|simd",
    "fp6|none|step_tween_chain|cnn|simd",
    "int6|none|step_tween_chain|cnn|simd",
    "uint6|none|step_tween_chain|cnn|simd",
    "int5|none|step_tween_chain|cnn|simd",
    "uint5|none|step_tween_chain|cnn|simd",
    "int3|none|step_tween_chain|cnn|simd",
    "uint3|none|step_tween_chain|cnn|simd",
    "float64|none|step_tween_chain|bicameral|simd",
    "float32|none|step_tween_chain|bicameral|simd",
    "float16|none|step_tween_chain|bicameral|simd",
    "bfloat16|none|step_tween_chain|bicameral|simd",
    "fp8e4m3|none|step_tween_chain|bicameral|simd",
    "fp8e5m2|none|step_tween_chain|bicameral|simd",
    "int64|none|step_tween_chain|bicameral|simd",
    "int32|none|step_tween_chain|bicameral|simd",
    "int16|none|step_tween_chain|bicameral|simd",
    "int8|none|step_tween_chain|bicameral|simd",
    "uint64|none|step_tween_chain|bicameral|simd",
    "uint32|none|step_tween_chain|bicameral|simd",
    "uint16|none|step_tween_chain|bicameral|simd",
    "uint8|none|step_tween_chain|bicameral|simd",
    "int4|none|step_tween_chain|bicameral|simd",
    "uint4|none|step_tween_chain|bicameral|simd",
    "fp4|none|step_tween_chain|bicameral|simd",
    "int2|none|step_tween_chain|bicameral|simd",
    "uint2|none|step_tween_chain|bicameral|simd",
    "ternary|none|step_tween_chain|bicameral|simd",
    "binary|none|step_tween_chain|bicameral|simd",
    "int|none|step_tween_chain|bicameral|simd",
    "uint|none|step_tween_chain|bicameral|simd",
    "uintptr|none|step_tween_chain|bicameral|simd",
    "complex64|none|step_tween_chain|bicameral|simd",
    "complex128|none|step_tween_chain|bicameral|simd",
    "nf4|none|step_tween_chain|bicameral|simd",
    "fp6|none|step_tween_chain|bicameral|simd",
    "int6|none|step_tween_chain|bicameral|simd",
    "uint6|none|step_tween_chain|bicameral|simd",
    "int5|none|step_tween_chain|bicameral|simd",
    "uint5|none|step_tween_chain|bicameral|simd",
    "int3|none|step_tween_chain|bicameral|simd",
    "uint3|none|step_tween_chain|bicameral|simd",
    "float64|none|step_tween_chain|tricameral|simd",
    "float32|none|step_tween_chain|tricameral|simd",
    "float16|none|step_tween_chain|tricameral|simd",
    "bfloat16|none|step_tween_chain|tricameral|simd",
    "fp8e4m3|none|step_tween_chain|tricameral|simd",
    "fp8e5m2|none|step_tween_chain|tricameral|simd",
    "int64|none|step_tween_chain|tricameral|simd",
    "int32|none|step_tween_chain|tricameral|simd",
    "int16|none|step_tween_chain|tricameral|simd",
    "int8|none|step_tween_chain|tricameral|simd",
    "uint64|none|step_tween_chain|tricameral|simd",
    "uint32|none|step_tween_chain|tricameral|simd",
    "uint16|none|step_tween_chain|tricameral|simd",
    "uint8|none|step_tween_chain|tricameral|simd",
    "int4|none|step_tween_chain|tricameral|simd",
    "uint4|none|step_tween_chain|tricameral|simd",
    "fp4|none|step_tween_chain|tricameral|simd",
    "int2|none|step_tween_chain|tricameral|simd",
    "uint2|none|step_tween_chain|tricameral|simd",
    "ternary|none|step_tween_chain|tricameral|simd",
    "binary|none|step_tween_chain|tricameral|simd",
    "int|none|step_tween_chain|tricameral|simd",
    "uint|none|step_tween_chain|tricameral|simd",
    "uintptr|none|step_tween_chain|tricameral|simd",
    "complex64|none|step_tween_chain|tricameral|simd",
    "complex128|none|step_tween_chain|tricameral|simd",
    "nf4|none|step_tween_chain|tricameral|simd",
    "fp6|none|step_tween_chain|tricameral|simd",
    "int6|none|step_tween_chain|tricameral|simd",
    "uint6|none|step_tween_chain|tricameral|simd",
    "int5|none|step_tween_chain|tricameral|simd",
    "uint5|none|step_tween_chain|tricameral|simd",
    "int3|none|step_tween_chain|tricameral|simd",
    "uint3|none|step_tween_chain|tricameral|simd",
    "float64|none|MeshBP|cnn|simd",
    "float32|none|MeshBP|cnn|simd",
    "float16|none|MeshBP|cnn|simd",
    "bfloat16|none|MeshBP|cnn|simd",
    "fp8e4m3|none|MeshBP|cnn|simd",
    "fp8e5m2|none|MeshBP|cnn|simd",
    "int64|none|MeshBP|cnn|simd",
    "int32|none|MeshBP|cnn|simd",
    "int16|none|MeshBP|cnn|simd",
    "int8|none|MeshBP|cnn|simd",
    "uint64|none|MeshBP|cnn|simd",
    "uint32|none|MeshBP|cnn|simd",
    "uint16|none|MeshBP|cnn|simd",
    "uint8|none|MeshBP|cnn|simd",
    "int4|none|MeshBP|cnn|simd",
    "uint4|none|MeshBP|cnn|simd",
    "fp4|none|MeshBP|cnn|simd",
    "int2|none|MeshBP|cnn|simd",
    "uint2|none|MeshBP|cnn|simd",
    "ternary|none|MeshBP|cnn|simd",
    "binary|none|MeshBP|cnn|simd",
    "int|none|MeshBP|cnn|simd",
    "uint|none|MeshBP|cnn|simd",
    "uintptr|none|MeshBP|cnn|simd",
    "complex64|none|MeshBP|cnn|simd",
    "complex128|none|MeshBP|cnn|simd",
    "nf4|none|MeshBP|cnn|simd",
    "fp6|none|MeshBP|cnn|simd",
    "int6|none|MeshBP|cnn|simd",
    "uint6|none|MeshBP|cnn|simd",
    "int5|none|MeshBP|cnn|simd",
    "uint5|none|MeshBP|cnn|simd",
    "int3|none|MeshBP|cnn|simd",
    "uint3|none|MeshBP|cnn|simd",
    "float64|none|MeshBP|bicameral|simd",
    "float32|none|MeshBP|bicameral|simd",
    "float16|none|MeshBP|bicameral|simd",
    "bfloat16|none|MeshBP|bicameral|simd",
    "fp8e4m3|none|MeshBP|bicameral|simd",
    "fp8e5m2|none|MeshBP|bicameral|simd",
    "int64|none|MeshBP|bicameral|simd",
    "int32|none|MeshBP|bicameral|simd",
    "int16|none|MeshBP|bicameral|simd",
    "int8|none|MeshBP|bicameral|simd",
    "uint64|none|MeshBP|bicameral|simd",
    "uint32|none|MeshBP|bicameral|simd",
    "uint16|none|MeshBP|bicameral|simd",
    "uint8|none|MeshBP|bicameral|simd",
    "int4|none|MeshBP|bicameral|simd",
    "uint4|none|MeshBP|bicameral|simd",
    "fp4|none|MeshBP|bicameral|simd",
    "int2|none|MeshBP|bicameral|simd",
    "uint2|none|MeshBP|bicameral|simd",
    "ternary|none|MeshBP|bicameral|simd",
    "binary|none|MeshBP|bicameral|simd",
    "int|none|MeshBP|bicameral|simd",
    "uint|none|MeshBP|bicameral|simd",
    "uintptr|none|MeshBP|bicameral|simd",
    "complex64|none|MeshBP|bicameral|simd",
    "complex128|none|MeshBP|bicameral|simd",
    "nf4|none|MeshBP|bicameral|simd",
    "fp6|none|MeshBP|bicameral|simd",
    "int6|none|MeshBP|bicameral|simd",
    "uint6|none|MeshBP|bicameral|simd",
    "int5|none|MeshBP|bicameral|simd",
    "uint5|none|MeshBP|bicameral|simd",
    "int3|none|MeshBP|bicameral|simd",
    "uint3|none|MeshBP|bicameral|simd",
    "float64|none|MeshBP|tricameral|simd",
    "float32|none|MeshBP|tricameral|simd",
    "float16|none|MeshBP|tricameral|simd",
    "bfloat16|none|MeshBP|tricameral|simd",
    "fp8e4m3|none|MeshBP|tricameral|simd",
    "fp8e5m2|none|MeshBP|tricameral|simd",
    "int64|none|MeshBP|tricameral|simd",
    "int32|none|MeshBP|tricameral|simd",
    "int16|none|MeshBP|tricameral|simd",
    "int8|none|MeshBP|tricameral|simd",
    "uint64|none|MeshBP|tricameral|simd",
    "uint32|none|MeshBP|tricameral|simd",
    "uint16|none|MeshBP|tricameral|simd",
    "uint8|none|MeshBP|tricameral|simd",
    "int4|none|MeshBP|tricameral|simd",
    "uint4|none|MeshBP|tricameral|simd",
    "fp4|none|MeshBP|tricameral|simd",
    "int2|none|MeshBP|tricameral|simd",
    "uint2|none|MeshBP|tricameral|simd",
    "ternary|none|MeshBP|tricameral|simd",
    "binary|none|MeshBP|tricameral|simd",
    "int|none|MeshBP|tricameral|simd",
    "uint|none|MeshBP|tricameral|simd",
    "uintptr|none|MeshBP|tricameral|simd",
    "complex64|none|MeshBP|tricameral|simd",
    "complex128|none|MeshBP|tricameral|simd",
    "nf4|none|MeshBP|tricameral|simd",
    "fp6|none|MeshBP|tricameral|simd",
    "int6|none|MeshBP|tricameral|simd",
    "uint6|none|MeshBP|tricameral|simd",
    "int5|none|MeshBP|tricameral|simd",
    "uint5|none|MeshBP|tricameral|simd",
    "int3|none|MeshBP|tricameral|simd",
    "uint3|none|MeshBP|tricameral|simd",
    "float64|none|MeshTween|cnn|simd",
    "float32|none|MeshTween|cnn|simd",
    "float16|none|MeshTween|cnn|simd",
    "bfloat16|none|MeshTween|cnn|simd",
    "fp8e4m3|none|MeshTween|cnn|simd",
    "fp8e5m2|none|MeshTween|cnn|simd",
    "int64|none|MeshTween|cnn|simd",
    "int32|none|MeshTween|cnn|simd",
    "int16|none|MeshTween|cnn|simd",
    "int8|none|MeshTween|cnn|simd",
    "uint64|none|MeshTween|cnn|simd",
    "uint32|none|MeshTween|cnn|simd",
    "uint16|none|MeshTween|cnn|simd",
    "uint8|none|MeshTween|cnn|simd",
    "int4|none|MeshTween|cnn|simd",
    "uint4|none|MeshTween|cnn|simd",
    "fp4|none|MeshTween|cnn|simd",
    "int2|none|MeshTween|cnn|simd",
    "uint2|none|MeshTween|cnn|simd",
    "ternary|none|MeshTween|cnn|simd",
    "binary|none|MeshTween|cnn|simd",
    "int|none|MeshTween|cnn|simd",
    "uint|none|MeshTween|cnn|simd",
    "uintptr|none|MeshTween|cnn|simd",
    "complex64|none|MeshTween|cnn|simd",
    "complex128|none|MeshTween|cnn|simd",
    "nf4|none|MeshTween|cnn|simd",
    "fp6|none|MeshTween|cnn|simd",
    "int6|none|MeshTween|cnn|simd",
    "uint6|none|MeshTween|cnn|simd",
    "int5|none|MeshTween|cnn|simd",
    "uint5|none|MeshTween|cnn|simd",
    "int3|none|MeshTween|cnn|simd",
    "uint3|none|MeshTween|cnn|simd",
    "float64|none|MeshTween|bicameral|simd",
    "float32|none|MeshTween|bicameral|simd",
    "float16|none|MeshTween|bicameral|simd",
    "bfloat16|none|MeshTween|bicameral|simd",
    "fp8e4m3|none|MeshTween|bicameral|simd",
    "fp8e5m2|none|MeshTween|bicameral|simd",
    "int64|none|MeshTween|bicameral|simd",
    "int32|none|MeshTween|bicameral|simd",
    "int16|none|MeshTween|bicameral|simd",
    "int8|none|MeshTween|bicameral|simd",
    "uint64|none|MeshTween|bicameral|simd",
    "uint32|none|MeshTween|bicameral|simd",
    "uint16|none|MeshTween|bicameral|simd",
    "uint8|none|MeshTween|bicameral|simd",
    "int4|none|MeshTween|bicameral|simd",
    "uint4|none|MeshTween|bicameral|simd",
    "fp4|none|MeshTween|bicameral|simd",
    "int2|none|MeshTween|bicameral|simd",
    "uint2|none|MeshTween|bicameral|simd",
    "ternary|none|MeshTween|bicameral|simd",
    "binary|none|MeshTween|bicameral|simd",
    "int|none|MeshTween|bicameral|simd",
    "uint|none|MeshTween|bicameral|simd",
    "uintptr|none|MeshTween|bicameral|simd",
    "complex64|none|MeshTween|bicameral|simd",
    "complex128|none|MeshTween|bicameral|simd",
    "nf4|none|MeshTween|bicameral|simd",
    "fp6|none|MeshTween|bicameral|simd",
    "int6|none|MeshTween|bicameral|simd",
    "uint6|none|MeshTween|bicameral|simd",
    "int5|none|MeshTween|bicameral|simd",
    "uint5|none|MeshTween|bicameral|simd",
    "int3|none|MeshTween|bicameral|simd",
    "uint3|none|MeshTween|bicameral|simd",
    "float64|none|MeshTween|tricameral|simd",
    "float32|none|MeshTween|tricameral|simd",
    "float16|none|MeshTween|tricameral|simd",
    "bfloat16|none|MeshTween|tricameral|simd",
    "fp8e4m3|none|MeshTween|tricameral|simd",
    "fp8e5m2|none|MeshTween|tricameral|simd",
    "int64|none|MeshTween|tricameral|simd",
    "int32|none|MeshTween|tricameral|simd",
    "int16|none|MeshTween|tricameral|simd",
    "int8|none|MeshTween|tricameral|simd",
    "uint64|none|MeshTween|tricameral|simd",
    "uint32|none|MeshTween|tricameral|simd",
    "uint16|none|MeshTween|tricameral|simd",
    "uint8|none|MeshTween|tricameral|simd",
    "int4|none|MeshTween|tricameral|simd",
    "uint4|none|MeshTween|tricameral|simd",
    "fp4|none|MeshTween|tricameral|simd",
    "int2|none|MeshTween|tricameral|simd",
    "uint2|none|MeshTween|tricameral|simd",
    "ternary|none|MeshTween|tricameral|simd",
    "binary|none|MeshTween|tricameral|simd",
    "int|none|MeshTween|tricameral|simd",
    "uint|none|MeshTween|tricameral|simd",
    "uintptr|none|MeshTween|tricameral|simd",
    "complex64|none|MeshTween|tricameral|simd",
    "complex128|none|MeshTween|tricameral|simd",
    "nf4|none|MeshTween|tricameral|simd",
    "fp6|none|MeshTween|tricameral|simd",
    "int6|none|MeshTween|tricameral|simd",
    "uint6|none|MeshTween|tricameral|simd",
    "int5|none|MeshTween|tricameral|simd",
    "uint5|none|MeshTween|tricameral|simd",
    "int3|none|MeshTween|tricameral|simd",
    "uint3|none|MeshTween|tricameral|simd",
    "float64|none|MeshTweenChain|cnn|simd",
    "float32|none|MeshTweenChain|cnn|simd",
    "float16|none|MeshTweenChain|cnn|simd",
    "bfloat16|none|MeshTweenChain|cnn|simd",
    "fp8e4m3|none|MeshTweenChain|cnn|simd",
    "fp8e5m2|none|MeshTweenChain|cnn|simd",
    "int64|none|MeshTweenChain|cnn|simd",
    "int32|none|MeshTweenChain|cnn|simd",
    "int16|none|MeshTweenChain|cnn|simd",
    "int8|none|MeshTweenChain|cnn|simd",
    "uint64|none|MeshTweenChain|cnn|simd",
    "uint32|none|MeshTweenChain|cnn|simd",
    "uint16|none|MeshTweenChain|cnn|simd",
    "uint8|none|MeshTweenChain|cnn|simd",
    "int4|none|MeshTweenChain|cnn|simd",
    "uint4|none|MeshTweenChain|cnn|simd",
    "fp4|none|MeshTweenChain|cnn|simd",
    "int2|none|MeshTweenChain|cnn|simd",
    "uint2|none|MeshTweenChain|cnn|simd",
    "ternary|none|MeshTweenChain|cnn|simd",
    "binary|none|MeshTweenChain|cnn|simd",
    "int|none|MeshTweenChain|cnn|simd",
    "uint|none|MeshTweenChain|cnn|simd",
    "uintptr|none|MeshTweenChain|cnn|simd",
    "complex64|none|MeshTweenChain|cnn|simd",
    "complex128|none|MeshTweenChain|cnn|simd",
    "nf4|none|MeshTweenChain|cnn|simd",
    "fp6|none|MeshTweenChain|cnn|simd",
    "int6|none|MeshTweenChain|cnn|simd",
    "uint6|none|MeshTweenChain|cnn|simd",
    "int5|none|MeshTweenChain|cnn|simd",
    "uint5|none|MeshTweenChain|cnn|simd",
    "int3|none|MeshTweenChain|cnn|simd",
    "uint3|none|MeshTweenChain|cnn|simd",
    "float64|none|MeshTweenChain|bicameral|simd",
    "float32|none|MeshTweenChain|bicameral|simd",
    "float16|none|MeshTweenChain|bicameral|simd",
    "bfloat16|none|MeshTweenChain|bicameral|simd",
    "fp8e4m3|none|MeshTweenChain|bicameral|simd",
    "fp8e5m2|none|MeshTweenChain|bicameral|simd",
    "int64|none|MeshTweenChain|bicameral|simd",
    "int32|none|MeshTweenChain|bicameral|simd",
    "int16|none|MeshTweenChain|bicameral|simd",
    "int8|none|MeshTweenChain|bicameral|simd",
    "uint64|none|MeshTweenChain|bicameral|simd",
    "uint32|none|MeshTweenChain|bicameral|simd",
    "uint16|none|MeshTweenChain|bicameral|simd",
    "uint8|none|MeshTweenChain|bicameral|simd",
    "int4|none|MeshTweenChain|bicameral|simd",
    "uint4|none|MeshTweenChain|bicameral|simd",
    "fp4|none|MeshTweenChain|bicameral|simd",
    "int2|none|MeshTweenChain|bicameral|simd",
    "uint2|none|MeshTweenChain|bicameral|simd",
    "ternary|none|MeshTweenChain|bicameral|simd",
    "binary|none|MeshTweenChain|bicameral|simd",
    "int|none|MeshTweenChain|bicameral|simd",
    "uint|none|MeshTweenChain|bicameral|simd",
    "uintptr|none|MeshTweenChain|bicameral|simd",
    "complex64|none|MeshTweenChain|bicameral|simd",
    "complex128|none|MeshTweenChain|bicameral|simd",
    "nf4|none|MeshTweenChain|bicameral|simd",
    "fp6|none|MeshTweenChain|bicameral|simd",
    "int6|none|MeshTweenChain|bicameral|simd",
    "uint6|none|MeshTweenChain|bicameral|simd",
    "int5|none|MeshTweenChain|bicameral|simd",
    "uint5|none|MeshTweenChain|bicameral|simd",
    "int3|none|MeshTweenChain|bicameral|simd",
    "uint3|none|MeshTweenChain|bicameral|simd",
    "float64|none|MeshTweenChain|tricameral|simd",
    "float32|none|MeshTweenChain|tricameral|simd",
    "float16|none|MeshTweenChain|tricameral|simd",
    "bfloat16|none|MeshTweenChain|tricameral|simd",
    "fp8e4m3|none|MeshTweenChain|tricameral|simd",
    "fp8e5m2|none|MeshTweenChain|tricameral|simd",
    "int64|none|MeshTweenChain|tricameral|simd",
    "int32|none|MeshTweenChain|tricameral|simd",
    "int16|none|MeshTweenChain|tricameral|simd",
    "int8|none|MeshTweenChain|tricameral|simd",
    "uint64|none|MeshTweenChain|tricameral|simd",
    "uint32|none|MeshTweenChain|tricameral|simd",
    "uint16|none|MeshTweenChain|tricameral|simd",
    "uint8|none|MeshTweenChain|tricameral|simd",
    "int4|none|MeshTweenChain|tricameral|simd",
    "uint4|none|MeshTweenChain|tricameral|simd",
    "fp4|none|MeshTweenChain|tricameral|simd",
    "int2|none|MeshTweenChain|tricameral|simd",
    "uint2|none|MeshTweenChain|tricameral|simd",
    "ternary|none|MeshTweenChain|tricameral|simd",
    "binary|none|MeshTweenChain|tricameral|simd",
    "int|none|MeshTweenChain|tricameral|simd",
    "uint|none|MeshTweenChain|tricameral|simd",
    "uintptr|none|MeshTweenChain|tricameral|simd",
    "complex64|none|MeshTweenChain|tricameral|simd",
    "complex128|none|MeshTweenChain|tricameral|simd",
    "nf4|none|MeshTweenChain|tricameral|simd",
    "fp6|none|MeshTweenChain|tricameral|simd",
    "int6|none|MeshTweenChain|tricameral|simd",
    "uint6|none|MeshTweenChain|tricameral|simd",
    "int5|none|MeshTweenChain|tricameral|simd",
    "uint5|none|MeshTweenChain|tricameral|simd",
    "int3|none|MeshTweenChain|tricameral|simd",
    "uint3|none|MeshTweenChain|tricameral|simd",
    "float64|none|TweenSplit|cnn|simd",
    "float32|none|TweenSplit|cnn|simd",
    "float16|none|TweenSplit|cnn|simd",
    "bfloat16|none|TweenSplit|cnn|simd",
    "fp8e4m3|none|TweenSplit|cnn|simd",
    "fp8e5m2|none|TweenSplit|cnn|simd",
    "int64|none|TweenSplit|cnn|simd",
    "int32|none|TweenSplit|cnn|simd",
    "int16|none|TweenSplit|cnn|simd",
    "int8|none|TweenSplit|cnn|simd",
    "uint64|none|TweenSplit|cnn|simd",
    "uint32|none|TweenSplit|cnn|simd",
    "uint16|none|TweenSplit|cnn|simd",
    "uint8|none|TweenSplit|cnn|simd",
    "int4|none|TweenSplit|cnn|simd",
    "uint4|none|TweenSplit|cnn|simd",
    "fp4|none|TweenSplit|cnn|simd",
    "int2|none|TweenSplit|cnn|simd",
    "uint2|none|TweenSplit|cnn|simd",
    "ternary|none|TweenSplit|cnn|simd",
    "binary|none|TweenSplit|cnn|simd",
    "int|none|TweenSplit|cnn|simd",
    "uint|none|TweenSplit|cnn|simd",
    "uintptr|none|TweenSplit|cnn|simd",
    "complex64|none|TweenSplit|cnn|simd",
    "complex128|none|TweenSplit|cnn|simd",
    "nf4|none|TweenSplit|cnn|simd",
    "fp6|none|TweenSplit|cnn|simd",
    "int6|none|TweenSplit|cnn|simd",
    "uint6|none|TweenSplit|cnn|simd",
    "int5|none|TweenSplit|cnn|simd",
    "uint5|none|TweenSplit|cnn|simd",
    "int3|none|TweenSplit|cnn|simd",
    "uint3|none|TweenSplit|cnn|simd",
    "float64|none|TweenSplit|bicameral|simd",
    "float32|none|TweenSplit|bicameral|simd",
    "float16|none|TweenSplit|bicameral|simd",
    "bfloat16|none|TweenSplit|bicameral|simd",
    "fp8e4m3|none|TweenSplit|bicameral|simd",
    "fp8e5m2|none|TweenSplit|bicameral|simd",
    "int64|none|TweenSplit|bicameral|simd",
    "int32|none|TweenSplit|bicameral|simd",
    "int16|none|TweenSplit|bicameral|simd",
    "int8|none|TweenSplit|bicameral|simd",
    "uint64|none|TweenSplit|bicameral|simd",
    "uint32|none|TweenSplit|bicameral|simd",
    "uint16|none|TweenSplit|bicameral|simd",
    "uint8|none|TweenSplit|bicameral|simd",
    "int4|none|TweenSplit|bicameral|simd",
    "uint4|none|TweenSplit|bicameral|simd",
    "fp4|none|TweenSplit|bicameral|simd",
    "int2|none|TweenSplit|bicameral|simd",
    "uint2|none|TweenSplit|bicameral|simd",
    "ternary|none|TweenSplit|bicameral|simd",
    "binary|none|TweenSplit|bicameral|simd",
    "int|none|TweenSplit|bicameral|simd",
    "uint|none|TweenSplit|bicameral|simd",
    "uintptr|none|TweenSplit|bicameral|simd",
    "complex64|none|TweenSplit|bicameral|simd",
    "complex128|none|TweenSplit|bicameral|simd",
    "nf4|none|TweenSplit|bicameral|simd",
    "fp6|none|TweenSplit|bicameral|simd",
    "int6|none|TweenSplit|bicameral|simd",
    "uint6|none|TweenSplit|bicameral|simd",
    "int5|none|TweenSplit|bicameral|simd",
    "uint5|none|TweenSplit|bicameral|simd",
    "int3|none|TweenSplit|bicameral|simd",
    "uint3|none|TweenSplit|bicameral|simd",
    "float64|none|TweenSplit|tricameral|simd",
    "float32|none|TweenSplit|tricameral|simd",
    "float16|none|TweenSplit|tricameral|simd",
    "bfloat16|none|TweenSplit|tricameral|simd",
    "fp8e4m3|none|TweenSplit|tricameral|simd",
    "fp8e5m2|none|TweenSplit|tricameral|simd",
    "int64|none|TweenSplit|tricameral|simd",
    "int32|none|TweenSplit|tricameral|simd",
    "int16|none|TweenSplit|tricameral|simd",
    "int8|none|TweenSplit|tricameral|simd",
    "uint64|none|TweenSplit|tricameral|simd",
    "uint32|none|TweenSplit|tricameral|simd",
    "uint16|none|TweenSplit|tricameral|simd",
    "uint8|none|TweenSplit|tricameral|simd",
    "int4|none|TweenSplit|tricameral|simd",
    "uint4|none|TweenSplit|tricameral|simd",
    "fp4|none|TweenSplit|tricameral|simd",
    "int2|none|TweenSplit|tricameral|simd",
    "uint2|none|TweenSplit|tricameral|simd",
    "ternary|none|TweenSplit|tricameral|simd",
    "binary|none|TweenSplit|tricameral|simd",
    "int|none|TweenSplit|tricameral|simd",
    "uint|none|TweenSplit|tricameral|simd",
    "uintptr|none|TweenSplit|tricameral|simd",
    "complex64|none|TweenSplit|tricameral|simd",
    "complex128|none|TweenSplit|tricameral|simd",
    "nf4|none|TweenSplit|tricameral|simd",
    "fp6|none|TweenSplit|tricameral|simd",
    "int6|none|TweenSplit|tricameral|simd",
    "uint6|none|TweenSplit|tricameral|simd",
    "int5|none|TweenSplit|tricameral|simd",
    "uint5|none|TweenSplit|tricameral|simd",
    "int3|none|TweenSplit|tricameral|simd",
    "uint3|none|TweenSplit|tricameral|simd",
    "float64|none|StepTweenSplit|cnn|simd",
    "float32|none|StepTweenSplit|cnn|simd",
    "float16|none|StepTweenSplit|cnn|simd",
    "bfloat16|none|StepTweenSplit|cnn|simd",
    "fp8e4m3|none|StepTweenSplit|cnn|simd",
    "fp8e5m2|none|StepTweenSplit|cnn|simd",
    "int64|none|StepTweenSplit|cnn|simd",
    "int32|none|StepTweenSplit|cnn|simd",
    "int16|none|StepTweenSplit|cnn|simd",
    "int8|none|StepTweenSplit|cnn|simd",
    "uint64|none|StepTweenSplit|cnn|simd",
    "uint32|none|StepTweenSplit|cnn|simd",
    "uint16|none|StepTweenSplit|cnn|simd",
    "uint8|none|StepTweenSplit|cnn|simd",
    "int4|none|StepTweenSplit|cnn|simd",
    "uint4|none|StepTweenSplit|cnn|simd",
    "fp4|none|StepTweenSplit|cnn|simd",
    "int2|none|StepTweenSplit|cnn|simd",
    "uint2|none|StepTweenSplit|cnn|simd",
    "ternary|none|StepTweenSplit|cnn|simd",
    "binary|none|StepTweenSplit|cnn|simd",
    "int|none|StepTweenSplit|cnn|simd",
    "uint|none|StepTweenSplit|cnn|simd",
    "uintptr|none|StepTweenSplit|cnn|simd",
    "complex64|none|StepTweenSplit|cnn|simd",
    "complex128|none|StepTweenSplit|cnn|simd",
    "nf4|none|StepTweenSplit|cnn|simd",
    "fp6|none|StepTweenSplit|cnn|simd",
    "int6|none|StepTweenSplit|cnn|simd",
    "uint6|none|StepTweenSplit|cnn|simd",
    "int5|none|StepTweenSplit|cnn|simd",
    "uint5|none|StepTweenSplit|cnn|simd",
    "int3|none|StepTweenSplit|cnn|simd",
    "uint3|none|StepTweenSplit|cnn|simd",
    "float64|none|StepTweenSplit|bicameral|simd",
    "float32|none|StepTweenSplit|bicameral|simd",
    "float16|none|StepTweenSplit|bicameral|simd",
    "bfloat16|none|StepTweenSplit|bicameral|simd",
    "fp8e4m3|none|StepTweenSplit|bicameral|simd",
    "fp8e5m2|none|StepTweenSplit|bicameral|simd",
    "int64|none|StepTweenSplit|bicameral|simd",
    "int32|none|StepTweenSplit|bicameral|simd",
    "int16|none|StepTweenSplit|bicameral|simd",
    "int8|none|StepTweenSplit|bicameral|simd",
    "uint64|none|StepTweenSplit|bicameral|simd",
    "uint32|none|StepTweenSplit|bicameral|simd",
    "uint16|none|StepTweenSplit|bicameral|simd",
    "uint8|none|StepTweenSplit|bicameral|simd",
    "int4|none|StepTweenSplit|bicameral|simd",
    "uint4|none|StepTweenSplit|bicameral|simd",
    "fp4|none|StepTweenSplit|bicameral|simd",
    "int2|none|StepTweenSplit|bicameral|simd",
    "uint2|none|StepTweenSplit|bicameral|simd",
    "ternary|none|StepTweenSplit|bicameral|simd",
    "binary|none|StepTweenSplit|bicameral|simd",
    "int|none|StepTweenSplit|bicameral|simd",
    "uint|none|StepTweenSplit|bicameral|simd",
    "uintptr|none|StepTweenSplit|bicameral|simd",
    "complex64|none|StepTweenSplit|bicameral|simd",
    "complex128|none|StepTweenSplit|bicameral|simd",
    "nf4|none|StepTweenSplit|bicameral|simd",
    "fp6|none|StepTweenSplit|bicameral|simd",
    "int6|none|StepTweenSplit|bicameral|simd",
    "uint6|none|StepTweenSplit|bicameral|simd",
    "int5|none|StepTweenSplit|bicameral|simd",
    "uint5|none|StepTweenSplit|bicameral|simd",
    "int3|none|StepTweenSplit|bicameral|simd",
    "uint3|none|StepTweenSplit|bicameral|simd",
    "float64|none|StepTweenSplit|tricameral|simd",
    "float32|none|StepTweenSplit|tricameral|simd",
    "float16|none|StepTweenSplit|tricameral|simd",
    "bfloat16|none|StepTweenSplit|tricameral|simd",
    "fp8e4m3|none|StepTweenSplit|tricameral|simd",
    "fp8e5m2|none|StepTweenSplit|tricameral|simd",
    "int64|none|StepTweenSplit|tricameral|simd",
    "int32|none|StepTweenSplit|tricameral|simd",
    "int16|none|StepTweenSplit|tricameral|simd",
    "int8|none|StepTweenSplit|tricameral|simd",
    "uint64|none|StepTweenSplit|tricameral|simd",
    "uint32|none|StepTweenSplit|tricameral|simd",
    "uint16|none|StepTweenSplit|tricameral|simd",
    "uint8|none|StepTweenSplit|tricameral|simd",
    "int4|none|StepTweenSplit|tricameral|simd",
    "uint4|none|StepTweenSplit|tricameral|simd",
    "fp4|none|StepTweenSplit|tricameral|simd",
    "int2|none|StepTweenSplit|tricameral|simd",
    "uint2|none|StepTweenSplit|tricameral|simd",
    "ternary|none|StepTweenSplit|tricameral|simd",
    "binary|none|StepTweenSplit|tricameral|simd",
    "int|none|StepTweenSplit|tricameral|simd",
    "uint|none|StepTweenSplit|tricameral|simd",
    "uintptr|none|StepTweenSplit|tricameral|simd",
    "complex64|none|StepTweenSplit|tricameral|simd",
    "complex128|none|StepTweenSplit|tricameral|simd",
    "nf4|none|StepTweenSplit|tricameral|simd",
    "fp6|none|StepTweenSplit|tricameral|simd",
    "int6|none|StepTweenSplit|tricameral|simd",
    "uint6|none|StepTweenSplit|tricameral|simd",
    "int5|none|StepTweenSplit|tricameral|simd",
    "uint5|none|StepTweenSplit|tricameral|simd",
    "int3|none|StepTweenSplit|tricameral|simd",
    "uint3|none|StepTweenSplit|tricameral|simd",
    "float64|none|TweenAlt|cnn|simd",
    "float32|none|TweenAlt|cnn|simd",
    "float16|none|TweenAlt|cnn|simd",
    "bfloat16|none|TweenAlt|cnn|simd",
    "fp8e4m3|none|TweenAlt|cnn|simd",
    "fp8e5m2|none|TweenAlt|cnn|simd",
    "int64|none|TweenAlt|cnn|simd",
    "int32|none|TweenAlt|cnn|simd",
    "int16|none|TweenAlt|cnn|simd",
    "int8|none|TweenAlt|cnn|simd",
    "uint64|none|TweenAlt|cnn|simd",
    "uint32|none|TweenAlt|cnn|simd",
    "uint16|none|TweenAlt|cnn|simd",
    "uint8|none|TweenAlt|cnn|simd",
    "int4|none|TweenAlt|cnn|simd",
    "uint4|none|TweenAlt|cnn|simd",
    "fp4|none|TweenAlt|cnn|simd",
    "int2|none|TweenAlt|cnn|simd",
    "uint2|none|TweenAlt|cnn|simd",
    "ternary|none|TweenAlt|cnn|simd",
    "binary|none|TweenAlt|cnn|simd",
    "int|none|TweenAlt|cnn|simd",
    "uint|none|TweenAlt|cnn|simd",
    "uintptr|none|TweenAlt|cnn|simd",
    "complex64|none|TweenAlt|cnn|simd",
    "complex128|none|TweenAlt|cnn|simd",
    "nf4|none|TweenAlt|cnn|simd",
    "fp6|none|TweenAlt|cnn|simd",
    "int6|none|TweenAlt|cnn|simd",
    "uint6|none|TweenAlt|cnn|simd",
    "int5|none|TweenAlt|cnn|simd",
    "uint5|none|TweenAlt|cnn|simd",
    "int3|none|TweenAlt|cnn|simd",
    "uint3|none|TweenAlt|cnn|simd",
    "float64|none|TweenAlt|bicameral|simd",
    "float32|none|TweenAlt|bicameral|simd",
    "float16|none|TweenAlt|bicameral|simd",
    "bfloat16|none|TweenAlt|bicameral|simd",
    "fp8e4m3|none|TweenAlt|bicameral|simd",
    "fp8e5m2|none|TweenAlt|bicameral|simd",
    "int64|none|TweenAlt|bicameral|simd",
    "int32|none|TweenAlt|bicameral|simd",
    "int16|none|TweenAlt|bicameral|simd",
    "int8|none|TweenAlt|bicameral|simd",
    "uint64|none|TweenAlt|bicameral|simd",
    "uint32|none|TweenAlt|bicameral|simd",
    "uint16|none|TweenAlt|bicameral|simd",
    "uint8|none|TweenAlt|bicameral|simd",
    "int4|none|TweenAlt|bicameral|simd",
    "uint4|none|TweenAlt|bicameral|simd",
    "fp4|none|TweenAlt|bicameral|simd",
    "int2|none|TweenAlt|bicameral|simd",
    "uint2|none|TweenAlt|bicameral|simd",
    "ternary|none|TweenAlt|bicameral|simd",
    "binary|none|TweenAlt|bicameral|simd",
    "int|none|TweenAlt|bicameral|simd",
    "uint|none|TweenAlt|bicameral|simd",
    "uintptr|none|TweenAlt|bicameral|simd",
    "complex64|none|TweenAlt|bicameral|simd",
    "complex128|none|TweenAlt|bicameral|simd",
    "nf4|none|TweenAlt|bicameral|simd",
    "fp6|none|TweenAlt|bicameral|simd",
    "int6|none|TweenAlt|bicameral|simd",
    "uint6|none|TweenAlt|bicameral|simd",
    "int5|none|TweenAlt|bicameral|simd",
    "uint5|none|TweenAlt|bicameral|simd",
    "int3|none|TweenAlt|bicameral|simd",
    "uint3|none|TweenAlt|bicameral|simd",
    "float64|none|TweenAlt|tricameral|simd",
    "float32|none|TweenAlt|tricameral|simd",
    "float16|none|TweenAlt|tricameral|simd",
    "bfloat16|none|TweenAlt|tricameral|simd",
    "fp8e4m3|none|TweenAlt|tricameral|simd",
    "fp8e5m2|none|TweenAlt|tricameral|simd",
    "int64|none|TweenAlt|tricameral|simd",
    "int32|none|TweenAlt|tricameral|simd",
    "int16|none|TweenAlt|tricameral|simd",
    "int8|none|TweenAlt|tricameral|simd",
    "uint64|none|TweenAlt|tricameral|simd",
    "uint32|none|TweenAlt|tricameral|simd",
    "uint16|none|TweenAlt|tricameral|simd",
    "uint8|none|TweenAlt|tricameral|simd",
    "int4|none|TweenAlt|tricameral|simd",
    "uint4|none|TweenAlt|tricameral|simd",
    "fp4|none|TweenAlt|tricameral|simd",
    "int2|none|TweenAlt|tricameral|simd",
    "uint2|none|TweenAlt|tricameral|simd",
    "ternary|none|TweenAlt|tricameral|simd",
    "binary|none|TweenAlt|tricameral|simd",
    "int|none|TweenAlt|tricameral|simd",
    "uint|none|TweenAlt|tricameral|simd",
    "uintptr|none|TweenAlt|tricameral|simd",
    "complex64|none|TweenAlt|tricameral|simd",
    "complex128|none|TweenAlt|tricameral|simd",
    "nf4|none|TweenAlt|tricameral|simd",
    "fp6|none|TweenAlt|tricameral|simd",
    "int6|none|TweenAlt|tricameral|simd",
    "uint6|none|TweenAlt|tricameral|simd",
    "int5|none|TweenAlt|tricameral|simd",
    "uint5|none|TweenAlt|tricameral|simd",
    "int3|none|TweenAlt|tricameral|simd",
    "uint3|none|TweenAlt|tricameral|simd",
    "float64|none|StepTweenAlt|cnn|simd",
    "float32|none|StepTweenAlt|cnn|simd",
    "float16|none|StepTweenAlt|cnn|simd",
    "bfloat16|none|StepTweenAlt|cnn|simd",
    "fp8e4m3|none|StepTweenAlt|cnn|simd",
    "fp8e5m2|none|StepTweenAlt|cnn|simd",
    "int64|none|StepTweenAlt|cnn|simd",
    "int32|none|StepTweenAlt|cnn|simd",
    "int16|none|StepTweenAlt|cnn|simd",
    "int8|none|StepTweenAlt|cnn|simd",
    "uint64|none|StepTweenAlt|cnn|simd",
    "uint32|none|StepTweenAlt|cnn|simd",
    "uint16|none|StepTweenAlt|cnn|simd",
    "uint8|none|StepTweenAlt|cnn|simd",
    "int4|none|StepTweenAlt|cnn|simd",
    "uint4|none|StepTweenAlt|cnn|simd",
    "fp4|none|StepTweenAlt|cnn|simd",
    "int2|none|StepTweenAlt|cnn|simd",
    "uint2|none|StepTweenAlt|cnn|simd",
    "ternary|none|StepTweenAlt|cnn|simd",
    "binary|none|StepTweenAlt|cnn|simd",
    "int|none|StepTweenAlt|cnn|simd",
    "uint|none|StepTweenAlt|cnn|simd",
    "uintptr|none|StepTweenAlt|cnn|simd",
    "complex64|none|StepTweenAlt|cnn|simd",
    "complex128|none|StepTweenAlt|cnn|simd",
    "nf4|none|StepTweenAlt|cnn|simd",
    "fp6|none|StepTweenAlt|cnn|simd",
    "int6|none|StepTweenAlt|cnn|simd",
    "uint6|none|StepTweenAlt|cnn|simd",
    "int5|none|StepTweenAlt|cnn|simd",
    "uint5|none|StepTweenAlt|cnn|simd",
    "int3|none|StepTweenAlt|cnn|simd",
    "uint3|none|StepTweenAlt|cnn|simd",
    "float64|none|StepTweenAlt|bicameral|simd",
    "float32|none|StepTweenAlt|bicameral|simd",
    "float16|none|StepTweenAlt|bicameral|simd",
    "bfloat16|none|StepTweenAlt|bicameral|simd",
    "fp8e4m3|none|StepTweenAlt|bicameral|simd",
    "fp8e5m2|none|StepTweenAlt|bicameral|simd",
    "int64|none|StepTweenAlt|bicameral|simd",
    "int32|none|StepTweenAlt|bicameral|simd",
    "int16|none|StepTweenAlt|bicameral|simd",
    "int8|none|StepTweenAlt|bicameral|simd",
    "uint64|none|StepTweenAlt|bicameral|simd",
    "uint32|none|StepTweenAlt|bicameral|simd",
    "uint16|none|StepTweenAlt|bicameral|simd",
    "uint8|none|StepTweenAlt|bicameral|simd",
    "int4|none|StepTweenAlt|bicameral|simd",
    "uint4|none|StepTweenAlt|bicameral|simd",
    "fp4|none|StepTweenAlt|bicameral|simd",
    "int2|none|StepTweenAlt|bicameral|simd",
    "uint2|none|StepTweenAlt|bicameral|simd",
    "ternary|none|StepTweenAlt|bicameral|simd",
    "binary|none|StepTweenAlt|bicameral|simd",
    "int|none|StepTweenAlt|bicameral|simd",
    "uint|none|StepTweenAlt|bicameral|simd",
    "uintptr|none|StepTweenAlt|bicameral|simd",
    "complex64|none|StepTweenAlt|bicameral|simd",
    "complex128|none|StepTweenAlt|bicameral|simd",
    "nf4|none|StepTweenAlt|bicameral|simd",
    "fp6|none|StepTweenAlt|bicameral|simd",
    "int6|none|StepTweenAlt|bicameral|simd",
    "uint6|none|StepTweenAlt|bicameral|simd",
    "int5|none|StepTweenAlt|bicameral|simd",
    "uint5|none|StepTweenAlt|bicameral|simd",
    "int3|none|StepTweenAlt|bicameral|simd",
    "uint3|none|StepTweenAlt|bicameral|simd",
    "float64|none|StepTweenAlt|tricameral|simd",
    "float32|none|StepTweenAlt|tricameral|simd",
    "float16|none|StepTweenAlt|tricameral|simd",
    "bfloat16|none|StepTweenAlt|tricameral|simd",
    "fp8e4m3|none|StepTweenAlt|tricameral|simd",
    "fp8e5m2|none|StepTweenAlt|tricameral|simd",
    "int64|none|StepTweenAlt|tricameral|simd",
    "int32|none|StepTweenAlt|tricameral|simd",
    "int16|none|StepTweenAlt|tricameral|simd",
    "int8|none|StepTweenAlt|tricameral|simd",
    "uint64|none|StepTweenAlt|tricameral|simd",
    "uint32|none|StepTweenAlt|tricameral|simd",
    "uint16|none|StepTweenAlt|tricameral|simd",
    "uint8|none|StepTweenAlt|tricameral|simd",
    "int4|none|StepTweenAlt|tricameral|simd",
    "uint4|none|StepTweenAlt|tricameral|simd",
    "fp4|none|StepTweenAlt|tricameral|simd",
    "int2|none|StepTweenAlt|tricameral|simd",
    "uint2|none|StepTweenAlt|tricameral|simd",
    "ternary|none|StepTweenAlt|tricameral|simd",
    "binary|none|StepTweenAlt|tricameral|simd",
    "int|none|StepTweenAlt|tricameral|simd",
    "uint|none|StepTweenAlt|tricameral|simd",
    "uintptr|none|StepTweenAlt|tricameral|simd",
    "complex64|none|StepTweenAlt|tricameral|simd",
    "complex128|none|StepTweenAlt|tricameral|simd",
    "nf4|none|StepTweenAlt|tricameral|simd",
    "fp6|none|StepTweenAlt|tricameral|simd",
    "int6|none|StepTweenAlt|tricameral|simd",
    "uint6|none|StepTweenAlt|tricameral|simd",
    "int5|none|StepTweenAlt|tricameral|simd",
    "uint5|none|StepTweenAlt|tricameral|simd",
    "int3|none|StepTweenAlt|tricameral|simd",
    "uint3|none|StepTweenAlt|tricameral|simd",
    "float64|none|TweenSplitHeadProxy|cnn|simd",
    "float32|none|TweenSplitHeadProxy|cnn|simd",
    "float16|none|TweenSplitHeadProxy|cnn|simd",
    "bfloat16|none|TweenSplitHeadProxy|cnn|simd",
    "fp8e4m3|none|TweenSplitHeadProxy|cnn|simd",
    "fp8e5m2|none|TweenSplitHeadProxy|cnn|simd",
    "int64|none|TweenSplitHeadProxy|cnn|simd",
    "int32|none|TweenSplitHeadProxy|cnn|simd",
    "int16|none|TweenSplitHeadProxy|cnn|simd",
    "int8|none|TweenSplitHeadProxy|cnn|simd",
    "uint64|none|TweenSplitHeadProxy|cnn|simd",
    "uint32|none|TweenSplitHeadProxy|cnn|simd",
    "uint16|none|TweenSplitHeadProxy|cnn|simd",
    "uint8|none|TweenSplitHeadProxy|cnn|simd",
    "int4|none|TweenSplitHeadProxy|cnn|simd",
    "uint4|none|TweenSplitHeadProxy|cnn|simd",
    "fp4|none|TweenSplitHeadProxy|cnn|simd",
    "int2|none|TweenSplitHeadProxy|cnn|simd",
    "uint2|none|TweenSplitHeadProxy|cnn|simd",
    "ternary|none|TweenSplitHeadProxy|cnn|simd",
    "binary|none|TweenSplitHeadProxy|cnn|simd",
    "int|none|TweenSplitHeadProxy|cnn|simd",
    "uint|none|TweenSplitHeadProxy|cnn|simd",
    "uintptr|none|TweenSplitHeadProxy|cnn|simd",
    "complex64|none|TweenSplitHeadProxy|cnn|simd",
    "complex128|none|TweenSplitHeadProxy|cnn|simd",
    "nf4|none|TweenSplitHeadProxy|cnn|simd",
    "fp6|none|TweenSplitHeadProxy|cnn|simd",
    "int6|none|TweenSplitHeadProxy|cnn|simd",
    "uint6|none|TweenSplitHeadProxy|cnn|simd",
    "int5|none|TweenSplitHeadProxy|cnn|simd",
    "uint5|none|TweenSplitHeadProxy|cnn|simd",
    "int3|none|TweenSplitHeadProxy|cnn|simd",
    "uint3|none|TweenSplitHeadProxy|cnn|simd",
    "float64|none|TweenSplitHeadProxy|bicameral|simd",
    "float32|none|TweenSplitHeadProxy|bicameral|simd",
    "float16|none|TweenSplitHeadProxy|bicameral|simd",
    "bfloat16|none|TweenSplitHeadProxy|bicameral|simd",
    "fp8e4m3|none|TweenSplitHeadProxy|bicameral|simd",
    "fp8e5m2|none|TweenSplitHeadProxy|bicameral|simd",
    "int64|none|TweenSplitHeadProxy|bicameral|simd",
    "int32|none|TweenSplitHeadProxy|bicameral|simd",
    "int16|none|TweenSplitHeadProxy|bicameral|simd",
    "int8|none|TweenSplitHeadProxy|bicameral|simd",
    "uint64|none|TweenSplitHeadProxy|bicameral|simd",
    "uint32|none|TweenSplitHeadProxy|bicameral|simd",
    "uint16|none|TweenSplitHeadProxy|bicameral|simd",
    "uint8|none|TweenSplitHeadProxy|bicameral|simd",
    "int4|none|TweenSplitHeadProxy|bicameral|simd",
    "uint4|none|TweenSplitHeadProxy|bicameral|simd",
    "fp4|none|TweenSplitHeadProxy|bicameral|simd",
    "int2|none|TweenSplitHeadProxy|bicameral|simd",
    "uint2|none|TweenSplitHeadProxy|bicameral|simd",
    "ternary|none|TweenSplitHeadProxy|bicameral|simd",
    "binary|none|TweenSplitHeadProxy|bicameral|simd",
    "int|none|TweenSplitHeadProxy|bicameral|simd",
    "uint|none|TweenSplitHeadProxy|bicameral|simd",
    "uintptr|none|TweenSplitHeadProxy|bicameral|simd",
    "complex64|none|TweenSplitHeadProxy|bicameral|simd",
    "complex128|none|TweenSplitHeadProxy|bicameral|simd",
    "nf4|none|TweenSplitHeadProxy|bicameral|simd",
    "fp6|none|TweenSplitHeadProxy|bicameral|simd",
    "int6|none|TweenSplitHeadProxy|bicameral|simd",
    "uint6|none|TweenSplitHeadProxy|bicameral|simd",
    "int5|none|TweenSplitHeadProxy|bicameral|simd",
    "uint5|none|TweenSplitHeadProxy|bicameral|simd",
    "int3|none|TweenSplitHeadProxy|bicameral|simd",
    "uint3|none|TweenSplitHeadProxy|bicameral|simd",
    "float64|none|TweenSplitHeadProxy|tricameral|simd",
    "float32|none|TweenSplitHeadProxy|tricameral|simd",
    "float16|none|TweenSplitHeadProxy|tricameral|simd",
    "bfloat16|none|TweenSplitHeadProxy|tricameral|simd",
    "fp8e4m3|none|TweenSplitHeadProxy|tricameral|simd",
    "fp8e5m2|none|TweenSplitHeadProxy|tricameral|simd",
    "int64|none|TweenSplitHeadProxy|tricameral|simd",
    "int32|none|TweenSplitHeadProxy|tricameral|simd",
    "int16|none|TweenSplitHeadProxy|tricameral|simd",
    "int8|none|TweenSplitHeadProxy|tricameral|simd",
    "uint64|none|TweenSplitHeadProxy|tricameral|simd",
    "uint32|none|TweenSplitHeadProxy|tricameral|simd",
    "uint16|none|TweenSplitHeadProxy|tricameral|simd",
    "uint8|none|TweenSplitHeadProxy|tricameral|simd",
    "int4|none|TweenSplitHeadProxy|tricameral|simd",
    "uint4|none|TweenSplitHeadProxy|tricameral|simd",
    "fp4|none|TweenSplitHeadProxy|tricameral|simd",
    "int2|none|TweenSplitHeadProxy|tricameral|simd",
    "uint2|none|TweenSplitHeadProxy|tricameral|simd",
    "ternary|none|TweenSplitHeadProxy|tricameral|simd",
    "binary|none|TweenSplitHeadProxy|tricameral|simd",
    "int|none|TweenSplitHeadProxy|tricameral|simd",
    "uint|none|TweenSplitHeadProxy|tricameral|simd",
    "uintptr|none|TweenSplitHeadProxy|tricameral|simd",
    "complex64|none|TweenSplitHeadProxy|tricameral|simd",
    "complex128|none|TweenSplitHeadProxy|tricameral|simd",
    "nf4|none|TweenSplitHeadProxy|tricameral|simd",
    "fp6|none|TweenSplitHeadProxy|tricameral|simd",
    "int6|none|TweenSplitHeadProxy|tricameral|simd",
    "uint6|none|TweenSplitHeadProxy|tricameral|simd",
    "int5|none|TweenSplitHeadProxy|tricameral|simd",
    "uint5|none|TweenSplitHeadProxy|tricameral|simd",
    "int3|none|TweenSplitHeadProxy|tricameral|simd",
    "uint3|none|TweenSplitHeadProxy|tricameral|simd",
    "float64|none|TweenSplitLinear|cnn|simd",
    "float32|none|TweenSplitLinear|cnn|simd",
    "float16|none|TweenSplitLinear|cnn|simd",
    "bfloat16|none|TweenSplitLinear|cnn|simd",
    "fp8e4m3|none|TweenSplitLinear|cnn|simd",
    "fp8e5m2|none|TweenSplitLinear|cnn|simd",
    "int64|none|TweenSplitLinear|cnn|simd",
    "int32|none|TweenSplitLinear|cnn|simd",
    "int16|none|TweenSplitLinear|cnn|simd",
    "int8|none|TweenSplitLinear|cnn|simd",
    "uint64|none|TweenSplitLinear|cnn|simd",
    "uint32|none|TweenSplitLinear|cnn|simd",
    "uint16|none|TweenSplitLinear|cnn|simd",
    "uint8|none|TweenSplitLinear|cnn|simd",
    "int4|none|TweenSplitLinear|cnn|simd",
    "uint4|none|TweenSplitLinear|cnn|simd",
    "fp4|none|TweenSplitLinear|cnn|simd",
    "int2|none|TweenSplitLinear|cnn|simd",
    "uint2|none|TweenSplitLinear|cnn|simd",
    "ternary|none|TweenSplitLinear|cnn|simd",
    "binary|none|TweenSplitLinear|cnn|simd",
    "int|none|TweenSplitLinear|cnn|simd",
    "uint|none|TweenSplitLinear|cnn|simd",
    "uintptr|none|TweenSplitLinear|cnn|simd",
    "complex64|none|TweenSplitLinear|cnn|simd",
    "complex128|none|TweenSplitLinear|cnn|simd",
    "nf4|none|TweenSplitLinear|cnn|simd",
    "fp6|none|TweenSplitLinear|cnn|simd",
    "int6|none|TweenSplitLinear|cnn|simd",
    "uint6|none|TweenSplitLinear|cnn|simd",
    "int5|none|TweenSplitLinear|cnn|simd",
    "uint5|none|TweenSplitLinear|cnn|simd",
    "int3|none|TweenSplitLinear|cnn|simd",
    "uint3|none|TweenSplitLinear|cnn|simd",
    "float64|none|TweenSplitLinear|bicameral|simd",
    "float32|none|TweenSplitLinear|bicameral|simd",
    "float16|none|TweenSplitLinear|bicameral|simd",
    "bfloat16|none|TweenSplitLinear|bicameral|simd",
    "fp8e4m3|none|TweenSplitLinear|bicameral|simd",
    "fp8e5m2|none|TweenSplitLinear|bicameral|simd",
    "int64|none|TweenSplitLinear|bicameral|simd",
    "int32|none|TweenSplitLinear|bicameral|simd",
    "int16|none|TweenSplitLinear|bicameral|simd",
    "int8|none|TweenSplitLinear|bicameral|simd",
    "uint64|none|TweenSplitLinear|bicameral|simd",
    "uint32|none|TweenSplitLinear|bicameral|simd",
    "uint16|none|TweenSplitLinear|bicameral|simd",
    "uint8|none|TweenSplitLinear|bicameral|simd",
    "int4|none|TweenSplitLinear|bicameral|simd",
    "uint4|none|TweenSplitLinear|bicameral|simd",
    "fp4|none|TweenSplitLinear|bicameral|simd",
    "int2|none|TweenSplitLinear|bicameral|simd",
    "uint2|none|TweenSplitLinear|bicameral|simd",
    "ternary|none|TweenSplitLinear|bicameral|simd",
    "binary|none|TweenSplitLinear|bicameral|simd",
    "int|none|TweenSplitLinear|bicameral|simd",
    "uint|none|TweenSplitLinear|bicameral|simd",
    "uintptr|none|TweenSplitLinear|bicameral|simd",
    "complex64|none|TweenSplitLinear|bicameral|simd",
    "complex128|none|TweenSplitLinear|bicameral|simd",
    "nf4|none|TweenSplitLinear|bicameral|simd",
    "fp6|none|TweenSplitLinear|bicameral|simd",
    "int6|none|TweenSplitLinear|bicameral|simd",
    "uint6|none|TweenSplitLinear|bicameral|simd",
    "int5|none|TweenSplitLinear|bicameral|simd",
    "uint5|none|TweenSplitLinear|bicameral|simd",
    "int3|none|TweenSplitLinear|bicameral|simd",
    "uint3|none|TweenSplitLinear|bicameral|simd",
    "float64|none|TweenSplitLinear|tricameral|simd",
    "float32|none|TweenSplitLinear|tricameral|simd",
    "float16|none|TweenSplitLinear|tricameral|simd",
    "bfloat16|none|TweenSplitLinear|tricameral|simd",
    "fp8e4m3|none|TweenSplitLinear|tricameral|simd",
    "fp8e5m2|none|TweenSplitLinear|tricameral|simd",
    "int64|none|TweenSplitLinear|tricameral|simd",
    "int32|none|TweenSplitLinear|tricameral|simd",
    "int16|none|TweenSplitLinear|tricameral|simd",
    "int8|none|TweenSplitLinear|tricameral|simd",
    "uint64|none|TweenSplitLinear|tricameral|simd",
    "uint32|none|TweenSplitLinear|tricameral|simd",
    "uint16|none|TweenSplitLinear|tricameral|simd",
    "uint8|none|TweenSplitLinear|tricameral|simd",
    "int4|none|TweenSplitLinear|tricameral|simd",
    "uint4|none|TweenSplitLinear|tricameral|simd",
    "fp4|none|TweenSplitLinear|tricameral|simd",
    "int2|none|TweenSplitLinear|tricameral|simd",
    "uint2|none|TweenSplitLinear|tricameral|simd",
    "ternary|none|TweenSplitLinear|tricameral|simd",
    "binary|none|TweenSplitLinear|tricameral|simd",
    "int|none|TweenSplitLinear|tricameral|simd",
    "uint|none|TweenSplitLinear|tricameral|simd",
    "uintptr|none|TweenSplitLinear|tricameral|simd",
    "complex64|none|TweenSplitLinear|tricameral|simd",
    "complex128|none|TweenSplitLinear|tricameral|simd",
    "nf4|none|TweenSplitLinear|tricameral|simd",
    "fp6|none|TweenSplitLinear|tricameral|simd",
    "int6|none|TweenSplitLinear|tricameral|simd",
    "uint6|none|TweenSplitLinear|tricameral|simd",
    "int5|none|TweenSplitLinear|tricameral|simd",
    "uint5|none|TweenSplitLinear|tricameral|simd",
    "int3|none|TweenSplitLinear|tricameral|simd",
    "uint3|none|TweenSplitLinear|tricameral|simd",
    "float64|none|TweenSplitFastProxy|cnn|simd",
    "float32|none|TweenSplitFastProxy|cnn|simd",
    "float16|none|TweenSplitFastProxy|cnn|simd",
    "bfloat16|none|TweenSplitFastProxy|cnn|simd",
    "fp8e4m3|none|TweenSplitFastProxy|cnn|simd",
    "fp8e5m2|none|TweenSplitFastProxy|cnn|simd",
    "int64|none|TweenSplitFastProxy|cnn|simd",
    "int32|none|TweenSplitFastProxy|cnn|simd",
    "int16|none|TweenSplitFastProxy|cnn|simd",
    "int8|none|TweenSplitFastProxy|cnn|simd",
    "uint64|none|TweenSplitFastProxy|cnn|simd",
    "uint32|none|TweenSplitFastProxy|cnn|simd",
    "uint16|none|TweenSplitFastProxy|cnn|simd",
    "uint8|none|TweenSplitFastProxy|cnn|simd",
    "int4|none|TweenSplitFastProxy|cnn|simd",
    "uint4|none|TweenSplitFastProxy|cnn|simd",
    "fp4|none|TweenSplitFastProxy|cnn|simd",
    "int2|none|TweenSplitFastProxy|cnn|simd",
    "uint2|none|TweenSplitFastProxy|cnn|simd",
    "ternary|none|TweenSplitFastProxy|cnn|simd",
    "binary|none|TweenSplitFastProxy|cnn|simd",
    "int|none|TweenSplitFastProxy|cnn|simd",
    "uint|none|TweenSplitFastProxy|cnn|simd",
    "uintptr|none|TweenSplitFastProxy|cnn|simd",
    "complex64|none|TweenSplitFastProxy|cnn|simd",
    "complex128|none|TweenSplitFastProxy|cnn|simd",
    "nf4|none|TweenSplitFastProxy|cnn|simd",
    "fp6|none|TweenSplitFastProxy|cnn|simd",
    "int6|none|TweenSplitFastProxy|cnn|simd",
    "uint6|none|TweenSplitFastProxy|cnn|simd",
    "int5|none|TweenSplitFastProxy|cnn|simd",
    "uint5|none|TweenSplitFastProxy|cnn|simd",
    "int3|none|TweenSplitFastProxy|cnn|simd",
    "uint3|none|TweenSplitFastProxy|cnn|simd",
    "float64|none|TweenSplitFastProxy|bicameral|simd",
    "float32|none|TweenSplitFastProxy|bicameral|simd",
    "float16|none|TweenSplitFastProxy|bicameral|simd",
    "bfloat16|none|TweenSplitFastProxy|bicameral|simd",
    "fp8e4m3|none|TweenSplitFastProxy|bicameral|simd",
    "fp8e5m2|none|TweenSplitFastProxy|bicameral|simd",
    "int64|none|TweenSplitFastProxy|bicameral|simd",
    "int32|none|TweenSplitFastProxy|bicameral|simd",
    "int16|none|TweenSplitFastProxy|bicameral|simd",
    "int8|none|TweenSplitFastProxy|bicameral|simd",
    "uint64|none|TweenSplitFastProxy|bicameral|simd",
    "uint32|none|TweenSplitFastProxy|bicameral|simd",
    "uint16|none|TweenSplitFastProxy|bicameral|simd",
    "uint8|none|TweenSplitFastProxy|bicameral|simd",
    "int4|none|TweenSplitFastProxy|bicameral|simd",
    "uint4|none|TweenSplitFastProxy|bicameral|simd",
    "fp4|none|TweenSplitFastProxy|bicameral|simd",
    "int2|none|TweenSplitFastProxy|bicameral|simd",
    "uint2|none|TweenSplitFastProxy|bicameral|simd",
    "ternary|none|TweenSplitFastProxy|bicameral|simd",
    "binary|none|TweenSplitFastProxy|bicameral|simd",
    "int|none|TweenSplitFastProxy|bicameral|simd",
    "uint|none|TweenSplitFastProxy|bicameral|simd",
    "uintptr|none|TweenSplitFastProxy|bicameral|simd",
    "complex64|none|TweenSplitFastProxy|bicameral|simd",
    "complex128|none|TweenSplitFastProxy|bicameral|simd",
    "nf4|none|TweenSplitFastProxy|bicameral|simd",
    "fp6|none|TweenSplitFastProxy|bicameral|simd",
    "int6|none|TweenSplitFastProxy|bicameral|simd",
    "uint6|none|TweenSplitFastProxy|bicameral|simd",
    "int5|none|TweenSplitFastProxy|bicameral|simd",
    "uint5|none|TweenSplitFastProxy|bicameral|simd",
    "int3|none|TweenSplitFastProxy|bicameral|simd",
    "uint3|none|TweenSplitFastProxy|bicameral|simd",
    "float64|none|TweenSplitFastProxy|tricameral|simd",
    "float32|none|TweenSplitFastProxy|tricameral|simd",
    "float16|none|TweenSplitFastProxy|tricameral|simd",
    "bfloat16|none|TweenSplitFastProxy|tricameral|simd",
    "fp8e4m3|none|TweenSplitFastProxy|tricameral|simd",
    "fp8e5m2|none|TweenSplitFastProxy|tricameral|simd",
    "int64|none|TweenSplitFastProxy|tricameral|simd",
    "int32|none|TweenSplitFastProxy|tricameral|simd",
    "int16|none|TweenSplitFastProxy|tricameral|simd",
    "int8|none|TweenSplitFastProxy|tricameral|simd",
    "uint64|none|TweenSplitFastProxy|tricameral|simd",
    "uint32|none|TweenSplitFastProxy|tricameral|simd",
    "uint16|none|TweenSplitFastProxy|tricameral|simd",
    "uint8|none|TweenSplitFastProxy|tricameral|simd",
    "int4|none|TweenSplitFastProxy|tricameral|simd",
    "uint4|none|TweenSplitFastProxy|tricameral|simd",
    "fp4|none|TweenSplitFastProxy|tricameral|simd",
    "int2|none|TweenSplitFastProxy|tricameral|simd",
    "uint2|none|TweenSplitFastProxy|tricameral|simd",
    "ternary|none|TweenSplitFastProxy|tricameral|simd",
    "binary|none|TweenSplitFastProxy|tricameral|simd",
    "int|none|TweenSplitFastProxy|tricameral|simd",
    "uint|none|TweenSplitFastProxy|tricameral|simd",
    "uintptr|none|TweenSplitFastProxy|tricameral|simd",
    "complex64|none|TweenSplitFastProxy|tricameral|simd",
    "complex128|none|TweenSplitFastProxy|tricameral|simd",
    "nf4|none|TweenSplitFastProxy|tricameral|simd",
    "fp6|none|TweenSplitFastProxy|tricameral|simd",
    "int6|none|TweenSplitFastProxy|tricameral|simd",
    "uint6|none|TweenSplitFastProxy|tricameral|simd",
    "int5|none|TweenSplitFastProxy|tricameral|simd",
    "uint5|none|TweenSplitFastProxy|tricameral|simd",
    "int3|none|TweenSplitFastProxy|tricameral|simd",
    "uint3|none|TweenSplitFastProxy|tricameral|simd",
    "float64|none|TweenSplitLinearCache|cnn|simd",
    "float32|none|TweenSplitLinearCache|cnn|simd",
    "float16|none|TweenSplitLinearCache|cnn|simd",
    "bfloat16|none|TweenSplitLinearCache|cnn|simd",
    "fp8e4m3|none|TweenSplitLinearCache|cnn|simd",
    "fp8e5m2|none|TweenSplitLinearCache|cnn|simd",
    "int64|none|TweenSplitLinearCache|cnn|simd",
    "int32|none|TweenSplitLinearCache|cnn|simd",
    "int16|none|TweenSplitLinearCache|cnn|simd",
    "int8|none|TweenSplitLinearCache|cnn|simd",
    "uint64|none|TweenSplitLinearCache|cnn|simd",
    "uint32|none|TweenSplitLinearCache|cnn|simd",
    "uint16|none|TweenSplitLinearCache|cnn|simd",
    "uint8|none|TweenSplitLinearCache|cnn|simd",
    "int4|none|TweenSplitLinearCache|cnn|simd",
    "uint4|none|TweenSplitLinearCache|cnn|simd",
    "fp4|none|TweenSplitLinearCache|cnn|simd",
    "int2|none|TweenSplitLinearCache|cnn|simd",
    "uint2|none|TweenSplitLinearCache|cnn|simd",
    "ternary|none|TweenSplitLinearCache|cnn|simd",
    "binary|none|TweenSplitLinearCache|cnn|simd",
    "int|none|TweenSplitLinearCache|cnn|simd",
    "uint|none|TweenSplitLinearCache|cnn|simd",
    "uintptr|none|TweenSplitLinearCache|cnn|simd",
    "complex64|none|TweenSplitLinearCache|cnn|simd",
    "complex128|none|TweenSplitLinearCache|cnn|simd",
    "nf4|none|TweenSplitLinearCache|cnn|simd",
    "fp6|none|TweenSplitLinearCache|cnn|simd",
    "int6|none|TweenSplitLinearCache|cnn|simd",
    "uint6|none|TweenSplitLinearCache|cnn|simd",
    "int5|none|TweenSplitLinearCache|cnn|simd",
    "uint5|none|TweenSplitLinearCache|cnn|simd",
    "int3|none|TweenSplitLinearCache|cnn|simd",
    "uint3|none|TweenSplitLinearCache|cnn|simd",
    "float64|none|TweenSplitLinearCache|bicameral|simd",
    "float32|none|TweenSplitLinearCache|bicameral|simd",
    "float16|none|TweenSplitLinearCache|bicameral|simd",
    "bfloat16|none|TweenSplitLinearCache|bicameral|simd",
    "fp8e4m3|none|TweenSplitLinearCache|bicameral|simd",
    "fp8e5m2|none|TweenSplitLinearCache|bicameral|simd",
    "int64|none|TweenSplitLinearCache|bicameral|simd",
    "int32|none|TweenSplitLinearCache|bicameral|simd",
    "int16|none|TweenSplitLinearCache|bicameral|simd",
    "int8|none|TweenSplitLinearCache|bicameral|simd",
    "uint64|none|TweenSplitLinearCache|bicameral|simd",
    "uint32|none|TweenSplitLinearCache|bicameral|simd",
    "uint16|none|TweenSplitLinearCache|bicameral|simd",
    "uint8|none|TweenSplitLinearCache|bicameral|simd",
    "int4|none|TweenSplitLinearCache|bicameral|simd",
    "uint4|none|TweenSplitLinearCache|bicameral|simd",
    "fp4|none|TweenSplitLinearCache|bicameral|simd",
    "int2|none|TweenSplitLinearCache|bicameral|simd",
    "uint2|none|TweenSplitLinearCache|bicameral|simd",
    "ternary|none|TweenSplitLinearCache|bicameral|simd",
    "binary|none|TweenSplitLinearCache|bicameral|simd",
    "int|none|TweenSplitLinearCache|bicameral|simd",
    "uint|none|TweenSplitLinearCache|bicameral|simd",
    "uintptr|none|TweenSplitLinearCache|bicameral|simd",
    "complex64|none|TweenSplitLinearCache|bicameral|simd",
    "complex128|none|TweenSplitLinearCache|bicameral|simd",
    "nf4|none|TweenSplitLinearCache|bicameral|simd",
    "fp6|none|TweenSplitLinearCache|bicameral|simd",
    "int6|none|TweenSplitLinearCache|bicameral|simd",
    "uint6|none|TweenSplitLinearCache|bicameral|simd",
    "int5|none|TweenSplitLinearCache|bicameral|simd",
    "uint5|none|TweenSplitLinearCache|bicameral|simd",
    "int3|none|TweenSplitLinearCache|bicameral|simd",
    "uint3|none|TweenSplitLinearCache|bicameral|simd",
    "float64|none|TweenSplitLinearCache|tricameral|simd",
    "float32|none|TweenSplitLinearCache|tricameral|simd",
    "float16|none|TweenSplitLinearCache|tricameral|simd",
    "bfloat16|none|TweenSplitLinearCache|tricameral|simd",
    "fp8e4m3|none|TweenSplitLinearCache|tricameral|simd",
    "fp8e5m2|none|TweenSplitLinearCache|tricameral|simd",
    "int64|none|TweenSplitLinearCache|tricameral|simd",
    "int32|none|TweenSplitLinearCache|tricameral|simd",
    "int16|none|TweenSplitLinearCache|tricameral|simd",
    "int8|none|TweenSplitLinearCache|tricameral|simd",
    "uint64|none|TweenSplitLinearCache|tricameral|simd",
    "uint32|none|TweenSplitLinearCache|tricameral|simd",
    "uint16|none|TweenSplitLinearCache|tricameral|simd",
    "uint8|none|TweenSplitLinearCache|tricameral|simd",
    "int4|none|TweenSplitLinearCache|tricameral|simd",
    "uint4|none|TweenSplitLinearCache|tricameral|simd",
    "fp4|none|TweenSplitLinearCache|tricameral|simd",
    "int2|none|TweenSplitLinearCache|tricameral|simd",
    "uint2|none|TweenSplitLinearCache|tricameral|simd",
    "ternary|none|TweenSplitLinearCache|tricameral|simd",
    "binary|none|TweenSplitLinearCache|tricameral|simd",
    "int|none|TweenSplitLinearCache|tricameral|simd",
    "uint|none|TweenSplitLinearCache|tricameral|simd",
    "uintptr|none|TweenSplitLinearCache|tricameral|simd",
    "complex64|none|TweenSplitLinearCache|tricameral|simd",
    "complex128|none|TweenSplitLinearCache|tricameral|simd",
    "nf4|none|TweenSplitLinearCache|tricameral|simd",
    "fp6|none|TweenSplitLinearCache|tricameral|simd",
    "int6|none|TweenSplitLinearCache|tricameral|simd",
    "uint6|none|TweenSplitLinearCache|tricameral|simd",
    "int5|none|TweenSplitLinearCache|tricameral|simd",
    "uint5|none|TweenSplitLinearCache|tricameral|simd",
    "int3|none|TweenSplitLinearCache|tricameral|simd",
    "uint3|none|TweenSplitLinearCache|tricameral|simd",
    "float64|none|TweenSplitHeadProxyAsync|cnn|simd",
    "float32|none|TweenSplitHeadProxyAsync|cnn|simd",
    "float16|none|TweenSplitHeadProxyAsync|cnn|simd",
    "bfloat16|none|TweenSplitHeadProxyAsync|cnn|simd",
    "fp8e4m3|none|TweenSplitHeadProxyAsync|cnn|simd",
    "fp8e5m2|none|TweenSplitHeadProxyAsync|cnn|simd",
    "int64|none|TweenSplitHeadProxyAsync|cnn|simd",
    "int32|none|TweenSplitHeadProxyAsync|cnn|simd",
    "int16|none|TweenSplitHeadProxyAsync|cnn|simd",
    "int8|none|TweenSplitHeadProxyAsync|cnn|simd",
    "uint64|none|TweenSplitHeadProxyAsync|cnn|simd",
    "uint32|none|TweenSplitHeadProxyAsync|cnn|simd",
    "uint16|none|TweenSplitHeadProxyAsync|cnn|simd",
    "uint8|none|TweenSplitHeadProxyAsync|cnn|simd",
    "int4|none|TweenSplitHeadProxyAsync|cnn|simd",
    "uint4|none|TweenSplitHeadProxyAsync|cnn|simd",
    "fp4|none|TweenSplitHeadProxyAsync|cnn|simd",
    "int2|none|TweenSplitHeadProxyAsync|cnn|simd",
    "uint2|none|TweenSplitHeadProxyAsync|cnn|simd",
    "ternary|none|TweenSplitHeadProxyAsync|cnn|simd",
    "binary|none|TweenSplitHeadProxyAsync|cnn|simd",
    "int|none|TweenSplitHeadProxyAsync|cnn|simd",
    "uint|none|TweenSplitHeadProxyAsync|cnn|simd",
    "uintptr|none|TweenSplitHeadProxyAsync|cnn|simd",
    "complex64|none|TweenSplitHeadProxyAsync|cnn|simd",
    "complex128|none|TweenSplitHeadProxyAsync|cnn|simd",
    "nf4|none|TweenSplitHeadProxyAsync|cnn|simd",
    "fp6|none|TweenSplitHeadProxyAsync|cnn|simd",
    "int6|none|TweenSplitHeadProxyAsync|cnn|simd",
    "uint6|none|TweenSplitHeadProxyAsync|cnn|simd",
    "int5|none|TweenSplitHeadProxyAsync|cnn|simd",
    "uint5|none|TweenSplitHeadProxyAsync|cnn|simd",
    "int3|none|TweenSplitHeadProxyAsync|cnn|simd",
    "uint3|none|TweenSplitHeadProxyAsync|cnn|simd",
    "float64|none|TweenSplitHeadProxyAsync|bicameral|simd",
    "float32|none|TweenSplitHeadProxyAsync|bicameral|simd",
    "float16|none|TweenSplitHeadProxyAsync|bicameral|simd",
    "bfloat16|none|TweenSplitHeadProxyAsync|bicameral|simd",
    "fp8e4m3|none|TweenSplitHeadProxyAsync|bicameral|simd",
    "fp8e5m2|none|TweenSplitHeadProxyAsync|bicameral|simd",
    "int64|none|TweenSplitHeadProxyAsync|bicameral|simd",
    "int32|none|TweenSplitHeadProxyAsync|bicameral|simd",
    "int16|none|TweenSplitHeadProxyAsync|bicameral|simd",
    "int8|none|TweenSplitHeadProxyAsync|bicameral|simd",
    "uint64|none|TweenSplitHeadProxyAsync|bicameral|simd",
    "uint32|none|TweenSplitHeadProxyAsync|bicameral|simd",
    "uint16|none|TweenSplitHeadProxyAsync|bicameral|simd",
    "uint8|none|TweenSplitHeadProxyAsync|bicameral|simd",
    "int4|none|TweenSplitHeadProxyAsync|bicameral|simd",
    "uint4|none|TweenSplitHeadProxyAsync|bicameral|simd",
    "fp4|none|TweenSplitHeadProxyAsync|bicameral|simd",
    "int2|none|TweenSplitHeadProxyAsync|bicameral|simd",
    "uint2|none|TweenSplitHeadProxyAsync|bicameral|simd",
    "ternary|none|TweenSplitHeadProxyAsync|bicameral|simd",
    "binary|none|TweenSplitHeadProxyAsync|bicameral|simd",
    "int|none|TweenSplitHeadProxyAsync|bicameral|simd",
    "uint|none|TweenSplitHeadProxyAsync|bicameral|simd",
    "uintptr|none|TweenSplitHeadProxyAsync|bicameral|simd",
    "complex64|none|TweenSplitHeadProxyAsync|bicameral|simd",
    "complex128|none|TweenSplitHeadProxyAsync|bicameral|simd",
    "nf4|none|TweenSplitHeadProxyAsync|bicameral|simd",
    "fp6|none|TweenSplitHeadProxyAsync|bicameral|simd",
    "int6|none|TweenSplitHeadProxyAsync|bicameral|simd",
    "uint6|none|TweenSplitHeadProxyAsync|bicameral|simd",
    "int5|none|TweenSplitHeadProxyAsync|bicameral|simd",
    "uint5|none|TweenSplitHeadProxyAsync|bicameral|simd",
    "int3|none|TweenSplitHeadProxyAsync|bicameral|simd",
    "uint3|none|TweenSplitHeadProxyAsync|bicameral|simd",
    "float64|none|TweenSplitHeadProxyAsync|tricameral|simd",
    "float32|none|TweenSplitHeadProxyAsync|tricameral|simd",
    "float16|none|TweenSplitHeadProxyAsync|tricameral|simd",
    "bfloat16|none|TweenSplitHeadProxyAsync|tricameral|simd",
    "fp8e4m3|none|TweenSplitHeadProxyAsync|tricameral|simd",
    "fp8e5m2|none|TweenSplitHeadProxyAsync|tricameral|simd",
    "int64|none|TweenSplitHeadProxyAsync|tricameral|simd",
    "int32|none|TweenSplitHeadProxyAsync|tricameral|simd",
    "int16|none|TweenSplitHeadProxyAsync|tricameral|simd",
    "int8|none|TweenSplitHeadProxyAsync|tricameral|simd",
    "uint64|none|TweenSplitHeadProxyAsync|tricameral|simd",
    "uint32|none|TweenSplitHeadProxyAsync|tricameral|simd",
    "uint16|none|TweenSplitHeadProxyAsync|tricameral|simd",
    "uint8|none|TweenSplitHeadProxyAsync|tricameral|simd",
    "int4|none|TweenSplitHeadProxyAsync|tricameral|simd",
    "uint4|none|TweenSplitHeadProxyAsync|tricameral|simd",
    "fp4|none|TweenSplitHeadProxyAsync|tricameral|simd",
    "int2|none|TweenSplitHeadProxyAsync|tricameral|simd",
    "uint2|none|TweenSplitHeadProxyAsync|tricameral|simd",
    "ternary|none|TweenSplitHeadProxyAsync|tricameral|simd",
    "binary|none|TweenSplitHeadProxyAsync|tricameral|simd",
    "int|none|TweenSplitHeadProxyAsync|tricameral|simd",
    "uint|none|TweenSplitHeadProxyAsync|tricameral|simd",
    "uintptr|none|TweenSplitHeadProxyAsync|tricameral|simd",
    "complex64|none|TweenSplitHeadProxyAsync|tricameral|simd",
    "complex128|none|TweenSplitHeadProxyAsync|tricameral|simd",
    "nf4|none|TweenSplitHeadProxyAsync|tricameral|simd",
    "fp6|none|TweenSplitHeadProxyAsync|tricameral|simd",
    "int6|none|TweenSplitHeadProxyAsync|tricameral|simd",
    "uint6|none|TweenSplitHeadProxyAsync|tricameral|simd",
    "int5|none|TweenSplitHeadProxyAsync|tricameral|simd",
    "uint5|none|TweenSplitHeadProxyAsync|tricameral|simd",
    "int3|none|TweenSplitHeadProxyAsync|tricameral|simd",
    "uint3|none|TweenSplitHeadProxyAsync|tricameral|simd",
    "float64|none|TweenSplitSparse|cnn|simd",
    "float32|none|TweenSplitSparse|cnn|simd",
    "float16|none|TweenSplitSparse|cnn|simd",
    "bfloat16|none|TweenSplitSparse|cnn|simd",
    "fp8e4m3|none|TweenSplitSparse|cnn|simd",
    "fp8e5m2|none|TweenSplitSparse|cnn|simd",
    "int64|none|TweenSplitSparse|cnn|simd",
    "int32|none|TweenSplitSparse|cnn|simd",
    "int16|none|TweenSplitSparse|cnn|simd",
    "int8|none|TweenSplitSparse|cnn|simd",
    "uint64|none|TweenSplitSparse|cnn|simd",
    "uint32|none|TweenSplitSparse|cnn|simd",
    "uint16|none|TweenSplitSparse|cnn|simd",
    "uint8|none|TweenSplitSparse|cnn|simd",
    "int4|none|TweenSplitSparse|cnn|simd",
    "uint4|none|TweenSplitSparse|cnn|simd",
    "fp4|none|TweenSplitSparse|cnn|simd",
    "int2|none|TweenSplitSparse|cnn|simd",
    "uint2|none|TweenSplitSparse|cnn|simd",
    "ternary|none|TweenSplitSparse|cnn|simd",
    "binary|none|TweenSplitSparse|cnn|simd",
    "int|none|TweenSplitSparse|cnn|simd",
    "uint|none|TweenSplitSparse|cnn|simd",
    "uintptr|none|TweenSplitSparse|cnn|simd",
    "complex64|none|TweenSplitSparse|cnn|simd",
    "complex128|none|TweenSplitSparse|cnn|simd",
    "nf4|none|TweenSplitSparse|cnn|simd",
    "fp6|none|TweenSplitSparse|cnn|simd",
    "int6|none|TweenSplitSparse|cnn|simd",
    "uint6|none|TweenSplitSparse|cnn|simd",
    "int5|none|TweenSplitSparse|cnn|simd",
    "uint5|none|TweenSplitSparse|cnn|simd",
    "int3|none|TweenSplitSparse|cnn|simd",
    "uint3|none|TweenSplitSparse|cnn|simd",
    "float64|none|TweenSplitSparse|bicameral|simd",
    "float32|none|TweenSplitSparse|bicameral|simd",
    "float16|none|TweenSplitSparse|bicameral|simd",
    "bfloat16|none|TweenSplitSparse|bicameral|simd",
    "fp8e4m3|none|TweenSplitSparse|bicameral|simd",
    "fp8e5m2|none|TweenSplitSparse|bicameral|simd",
    "int64|none|TweenSplitSparse|bicameral|simd",
    "int32|none|TweenSplitSparse|bicameral|simd",
    "int16|none|TweenSplitSparse|bicameral|simd",
    "int8|none|TweenSplitSparse|bicameral|simd",
    "uint64|none|TweenSplitSparse|bicameral|simd",
    "uint32|none|TweenSplitSparse|bicameral|simd",
    "uint16|none|TweenSplitSparse|bicameral|simd",
    "uint8|none|TweenSplitSparse|bicameral|simd",
    "int4|none|TweenSplitSparse|bicameral|simd",
    "uint4|none|TweenSplitSparse|bicameral|simd",
    "fp4|none|TweenSplitSparse|bicameral|simd",
    "int2|none|TweenSplitSparse|bicameral|simd",
    "uint2|none|TweenSplitSparse|bicameral|simd",
    "ternary|none|TweenSplitSparse|bicameral|simd",
    "binary|none|TweenSplitSparse|bicameral|simd",
    "int|none|TweenSplitSparse|bicameral|simd",
    "uint|none|TweenSplitSparse|bicameral|simd",
    "uintptr|none|TweenSplitSparse|bicameral|simd",
    "complex64|none|TweenSplitSparse|bicameral|simd",
    "complex128|none|TweenSplitSparse|bicameral|simd",
    "nf4|none|TweenSplitSparse|bicameral|simd",
    "fp6|none|TweenSplitSparse|bicameral|simd",
    "int6|none|TweenSplitSparse|bicameral|simd",
    "uint6|none|TweenSplitSparse|bicameral|simd",
    "int5|none|TweenSplitSparse|bicameral|simd",
    "uint5|none|TweenSplitSparse|bicameral|simd",
    "int3|none|TweenSplitSparse|bicameral|simd",
    "uint3|none|TweenSplitSparse|bicameral|simd",
    "float64|none|TweenSplitSparse|tricameral|simd",
    "float32|none|TweenSplitSparse|tricameral|simd",
    "float16|none|TweenSplitSparse|tricameral|simd",
    "bfloat16|none|TweenSplitSparse|tricameral|simd",
    "fp8e4m3|none|TweenSplitSparse|tricameral|simd",
    "fp8e5m2|none|TweenSplitSparse|tricameral|simd",
    "int64|none|TweenSplitSparse|tricameral|simd",
    "int32|none|TweenSplitSparse|tricameral|simd",
    "int16|none|TweenSplitSparse|tricameral|simd",
    "int8|none|TweenSplitSparse|tricameral|simd",
    "uint64|none|TweenSplitSparse|tricameral|simd",
    "uint32|none|TweenSplitSparse|tricameral|simd",
    "uint16|none|TweenSplitSparse|tricameral|simd",
    "uint8|none|TweenSplitSparse|tricameral|simd",
    "int4|none|TweenSplitSparse|tricameral|simd",
    "uint4|none|TweenSplitSparse|tricameral|simd",
    "fp4|none|TweenSplitSparse|tricameral|simd",
    "int2|none|TweenSplitSparse|tricameral|simd",
    "uint2|none|TweenSplitSparse|tricameral|simd",
    "ternary|none|TweenSplitSparse|tricameral|simd",
    "binary|none|TweenSplitSparse|tricameral|simd",
    "int|none|TweenSplitSparse|tricameral|simd",
    "uint|none|TweenSplitSparse|tricameral|simd",
    "uintptr|none|TweenSplitSparse|tricameral|simd",
    "complex64|none|TweenSplitSparse|tricameral|simd",
    "complex128|none|TweenSplitSparse|tricameral|simd",
    "nf4|none|TweenSplitSparse|tricameral|simd",
    "fp6|none|TweenSplitSparse|tricameral|simd",
    "int6|none|TweenSplitSparse|tricameral|simd",
    "uint6|none|TweenSplitSparse|tricameral|simd",
    "int5|none|TweenSplitSparse|tricameral|simd",
    "uint5|none|TweenSplitSparse|tricameral|simd",
    "int3|none|TweenSplitSparse|tricameral|simd",
    "uint3|none|TweenSplitSparse|tricameral|simd",
    "float64|none|MeshTweenSplit|cnn|simd",
    "float32|none|MeshTweenSplit|cnn|simd",
    "float16|none|MeshTweenSplit|cnn|simd",
    "bfloat16|none|MeshTweenSplit|cnn|simd",
    "fp8e4m3|none|MeshTweenSplit|cnn|simd",
    "fp8e5m2|none|MeshTweenSplit|cnn|simd",
    "int64|none|MeshTweenSplit|cnn|simd",
    "int32|none|MeshTweenSplit|cnn|simd",
    "int16|none|MeshTweenSplit|cnn|simd",
    "int8|none|MeshTweenSplit|cnn|simd",
    "uint64|none|MeshTweenSplit|cnn|simd",
    "uint32|none|MeshTweenSplit|cnn|simd",
    "uint16|none|MeshTweenSplit|cnn|simd",
    "uint8|none|MeshTweenSplit|cnn|simd",
    "int4|none|MeshTweenSplit|cnn|simd",
    "uint4|none|MeshTweenSplit|cnn|simd",
    "fp4|none|MeshTweenSplit|cnn|simd",
    "int2|none|MeshTweenSplit|cnn|simd",
    "uint2|none|MeshTweenSplit|cnn|simd",
    "ternary|none|MeshTweenSplit|cnn|simd",
    "binary|none|MeshTweenSplit|cnn|simd",
    "int|none|MeshTweenSplit|cnn|simd",
    "uint|none|MeshTweenSplit|cnn|simd",
    "uintptr|none|MeshTweenSplit|cnn|simd",
    "complex64|none|MeshTweenSplit|cnn|simd",
    "complex128|none|MeshTweenSplit|cnn|simd",
    "nf4|none|MeshTweenSplit|cnn|simd",
    "fp6|none|MeshTweenSplit|cnn|simd",
    "int6|none|MeshTweenSplit|cnn|simd",
    "uint6|none|MeshTweenSplit|cnn|simd",
    "int5|none|MeshTweenSplit|cnn|simd",
    "uint5|none|MeshTweenSplit|cnn|simd",
    "int3|none|MeshTweenSplit|cnn|simd",
    "uint3|none|MeshTweenSplit|cnn|simd",
    "float64|none|MeshTweenSplit|bicameral|simd",
    "float32|none|MeshTweenSplit|bicameral|simd",
    "float16|none|MeshTweenSplit|bicameral|simd",
    "bfloat16|none|MeshTweenSplit|bicameral|simd",
    "fp8e4m3|none|MeshTweenSplit|bicameral|simd",
    "fp8e5m2|none|MeshTweenSplit|bicameral|simd",
    "int64|none|MeshTweenSplit|bicameral|simd",
    "int32|none|MeshTweenSplit|bicameral|simd",
    "int16|none|MeshTweenSplit|bicameral|simd",
    "int8|none|MeshTweenSplit|bicameral|simd",
    "uint64|none|MeshTweenSplit|bicameral|simd",
    "uint32|none|MeshTweenSplit|bicameral|simd",
    "uint16|none|MeshTweenSplit|bicameral|simd",
    "uint8|none|MeshTweenSplit|bicameral|simd",
    "int4|none|MeshTweenSplit|bicameral|simd",
    "uint4|none|MeshTweenSplit|bicameral|simd",
    "fp4|none|MeshTweenSplit|bicameral|simd",
    "int2|none|MeshTweenSplit|bicameral|simd",
    "uint2|none|MeshTweenSplit|bicameral|simd",
    "ternary|none|MeshTweenSplit|bicameral|simd",
    "binary|none|MeshTweenSplit|bicameral|simd",
    "int|none|MeshTweenSplit|bicameral|simd",
    "uint|none|MeshTweenSplit|bicameral|simd",
    "uintptr|none|MeshTweenSplit|bicameral|simd",
    "complex64|none|MeshTweenSplit|bicameral|simd",
    "complex128|none|MeshTweenSplit|bicameral|simd",
    "nf4|none|MeshTweenSplit|bicameral|simd",
    "fp6|none|MeshTweenSplit|bicameral|simd",
    "int6|none|MeshTweenSplit|bicameral|simd",
    "uint6|none|MeshTweenSplit|bicameral|simd",
    "int5|none|MeshTweenSplit|bicameral|simd",
    "uint5|none|MeshTweenSplit|bicameral|simd",
    "int3|none|MeshTweenSplit|bicameral|simd",
    "uint3|none|MeshTweenSplit|bicameral|simd",
    "float64|none|MeshTweenSplit|tricameral|simd",
    "float32|none|MeshTweenSplit|tricameral|simd",
    "float16|none|MeshTweenSplit|tricameral|simd",
    "bfloat16|none|MeshTweenSplit|tricameral|simd",
    "fp8e4m3|none|MeshTweenSplit|tricameral|simd",
    "fp8e5m2|none|MeshTweenSplit|tricameral|simd",
    "int64|none|MeshTweenSplit|tricameral|simd",
    "int32|none|MeshTweenSplit|tricameral|simd",
    "int16|none|MeshTweenSplit|tricameral|simd",
    "int8|none|MeshTweenSplit|tricameral|simd",
    "uint64|none|MeshTweenSplit|tricameral|simd",
    "uint32|none|MeshTweenSplit|tricameral|simd",
    "uint16|none|MeshTweenSplit|tricameral|simd",
    "uint8|none|MeshTweenSplit|tricameral|simd",
    "int4|none|MeshTweenSplit|tricameral|simd",
    "uint4|none|MeshTweenSplit|tricameral|simd",
    "fp4|none|MeshTweenSplit|tricameral|simd",
    "int2|none|MeshTweenSplit|tricameral|simd",
    "uint2|none|MeshTweenSplit|tricameral|simd",
    "ternary|none|MeshTweenSplit|tricameral|simd",
    "binary|none|MeshTweenSplit|tricameral|simd",
    "int|none|MeshTweenSplit|tricameral|simd",
    "uint|none|MeshTweenSplit|tricameral|simd",
    "uintptr|none|MeshTweenSplit|tricameral|simd",
    "complex64|none|MeshTweenSplit|tricameral|simd",
    "complex128|none|MeshTweenSplit|tricameral|simd",
    "nf4|none|MeshTweenSplit|tricameral|simd",
    "fp6|none|MeshTweenSplit|tricameral|simd",
    "int6|none|MeshTweenSplit|tricameral|simd",
    "uint6|none|MeshTweenSplit|tricameral|simd",
    "int5|none|MeshTweenSplit|tricameral|simd",
    "uint5|none|MeshTweenSplit|tricameral|simd",
    "int3|none|MeshTweenSplit|tricameral|simd",
    "uint3|none|MeshTweenSplit|tricameral|simd",
    "float64|none|MeshTweenAlt|cnn|simd",
    "float32|none|MeshTweenAlt|cnn|simd",
    "float16|none|MeshTweenAlt|cnn|simd",
    "bfloat16|none|MeshTweenAlt|cnn|simd",
    "fp8e4m3|none|MeshTweenAlt|cnn|simd",
    "fp8e5m2|none|MeshTweenAlt|cnn|simd",
    "int64|none|MeshTweenAlt|cnn|simd",
    "int32|none|MeshTweenAlt|cnn|simd",
    "int16|none|MeshTweenAlt|cnn|simd",
    "int8|none|MeshTweenAlt|cnn|simd",
    "uint64|none|MeshTweenAlt|cnn|simd",
    "uint32|none|MeshTweenAlt|cnn|simd",
    "uint16|none|MeshTweenAlt|cnn|simd",
    "uint8|none|MeshTweenAlt|cnn|simd",
    "int4|none|MeshTweenAlt|cnn|simd",
    "uint4|none|MeshTweenAlt|cnn|simd",
    "fp4|none|MeshTweenAlt|cnn|simd",
    "int2|none|MeshTweenAlt|cnn|simd",
    "uint2|none|MeshTweenAlt|cnn|simd",
    "ternary|none|MeshTweenAlt|cnn|simd",
    "binary|none|MeshTweenAlt|cnn|simd",
    "int|none|MeshTweenAlt|cnn|simd",
    "uint|none|MeshTweenAlt|cnn|simd",
    "uintptr|none|MeshTweenAlt|cnn|simd",
    "complex64|none|MeshTweenAlt|cnn|simd",
    "complex128|none|MeshTweenAlt|cnn|simd",
    "nf4|none|MeshTweenAlt|cnn|simd",
    "fp6|none|MeshTweenAlt|cnn|simd",
    "int6|none|MeshTweenAlt|cnn|simd",
    "uint6|none|MeshTweenAlt|cnn|simd",
    "int5|none|MeshTweenAlt|cnn|simd",
    "uint5|none|MeshTweenAlt|cnn|simd",
    "int3|none|MeshTweenAlt|cnn|simd",
    "uint3|none|MeshTweenAlt|cnn|simd",
    "float64|none|MeshTweenAlt|bicameral|simd",
    "float32|none|MeshTweenAlt|bicameral|simd",
    "float16|none|MeshTweenAlt|bicameral|simd",
    "bfloat16|none|MeshTweenAlt|bicameral|simd",
    "fp8e4m3|none|MeshTweenAlt|bicameral|simd",
    "fp8e5m2|none|MeshTweenAlt|bicameral|simd",
    "int64|none|MeshTweenAlt|bicameral|simd",
    "int32|none|MeshTweenAlt|bicameral|simd",
    "int16|none|MeshTweenAlt|bicameral|simd",
    "int8|none|MeshTweenAlt|bicameral|simd",
    "uint64|none|MeshTweenAlt|bicameral|simd",
    "uint32|none|MeshTweenAlt|bicameral|simd",
    "uint16|none|MeshTweenAlt|bicameral|simd",
    "uint8|none|MeshTweenAlt|bicameral|simd",
    "int4|none|MeshTweenAlt|bicameral|simd",
    "uint4|none|MeshTweenAlt|bicameral|simd",
    "fp4|none|MeshTweenAlt|bicameral|simd",
    "int2|none|MeshTweenAlt|bicameral|simd",
    "uint2|none|MeshTweenAlt|bicameral|simd",
    "ternary|none|MeshTweenAlt|bicameral|simd",
    "binary|none|MeshTweenAlt|bicameral|simd",
    "int|none|MeshTweenAlt|bicameral|simd",
    "uint|none|MeshTweenAlt|bicameral|simd",
    "uintptr|none|MeshTweenAlt|bicameral|simd",
    "complex64|none|MeshTweenAlt|bicameral|simd",
    "complex128|none|MeshTweenAlt|bicameral|simd",
    "nf4|none|MeshTweenAlt|bicameral|simd",
    "fp6|none|MeshTweenAlt|bicameral|simd",
    "int6|none|MeshTweenAlt|bicameral|simd",
    "uint6|none|MeshTweenAlt|bicameral|simd",
    "int5|none|MeshTweenAlt|bicameral|simd",
    "uint5|none|MeshTweenAlt|bicameral|simd",
    "int3|none|MeshTweenAlt|bicameral|simd",
    "uint3|none|MeshTweenAlt|bicameral|simd",
    "float64|none|MeshTweenAlt|tricameral|simd",
    "float32|none|MeshTweenAlt|tricameral|simd",
    "float16|none|MeshTweenAlt|tricameral|simd",
    "bfloat16|none|MeshTweenAlt|tricameral|simd",
    "fp8e4m3|none|MeshTweenAlt|tricameral|simd",
    "fp8e5m2|none|MeshTweenAlt|tricameral|simd",
    "int64|none|MeshTweenAlt|tricameral|simd",
    "int32|none|MeshTweenAlt|tricameral|simd",
    "int16|none|MeshTweenAlt|tricameral|simd",
    "int8|none|MeshTweenAlt|tricameral|simd",
    "uint64|none|MeshTweenAlt|tricameral|simd",
    "uint32|none|MeshTweenAlt|tricameral|simd",
    "uint16|none|MeshTweenAlt|tricameral|simd",
    "uint8|none|MeshTweenAlt|tricameral|simd",
    "int4|none|MeshTweenAlt|tricameral|simd",
    "uint4|none|MeshTweenAlt|tricameral|simd",
    "fp4|none|MeshTweenAlt|tricameral|simd",
    "int2|none|MeshTweenAlt|tricameral|simd",
    "uint2|none|MeshTweenAlt|tricameral|simd",
    "ternary|none|MeshTweenAlt|tricameral|simd",
    "binary|none|MeshTweenAlt|tricameral|simd",
    "int|none|MeshTweenAlt|tricameral|simd",
    "uint|none|MeshTweenAlt|tricameral|simd",
    "uintptr|none|MeshTweenAlt|tricameral|simd",
    "complex64|none|MeshTweenAlt|tricameral|simd",
    "complex128|none|MeshTweenAlt|tricameral|simd",
    "nf4|none|MeshTweenAlt|tricameral|simd",
    "fp6|none|MeshTweenAlt|tricameral|simd",
    "int6|none|MeshTweenAlt|tricameral|simd",
    "uint6|none|MeshTweenAlt|tricameral|simd",
    "int5|none|MeshTweenAlt|tricameral|simd",
    "uint5|none|MeshTweenAlt|tricameral|simd",
    "int3|none|MeshTweenAlt|tricameral|simd",
    "uint3|none|MeshTweenAlt|tricameral|simd",
    "float64|none|MeshTweenSplitFastProxy|cnn|simd",
    "float32|none|MeshTweenSplitFastProxy|cnn|simd",
    "float16|none|MeshTweenSplitFastProxy|cnn|simd",
    "bfloat16|none|MeshTweenSplitFastProxy|cnn|simd",
    "fp8e4m3|none|MeshTweenSplitFastProxy|cnn|simd",
    "fp8e5m2|none|MeshTweenSplitFastProxy|cnn|simd",
    "int64|none|MeshTweenSplitFastProxy|cnn|simd",
    "int32|none|MeshTweenSplitFastProxy|cnn|simd",
    "int16|none|MeshTweenSplitFastProxy|cnn|simd",
    "int8|none|MeshTweenSplitFastProxy|cnn|simd",
    "uint64|none|MeshTweenSplitFastProxy|cnn|simd",
    "uint32|none|MeshTweenSplitFastProxy|cnn|simd",
    "uint16|none|MeshTweenSplitFastProxy|cnn|simd",
    "uint8|none|MeshTweenSplitFastProxy|cnn|simd",
    "int4|none|MeshTweenSplitFastProxy|cnn|simd",
    "uint4|none|MeshTweenSplitFastProxy|cnn|simd",
    "fp4|none|MeshTweenSplitFastProxy|cnn|simd",
    "int2|none|MeshTweenSplitFastProxy|cnn|simd",
    "uint2|none|MeshTweenSplitFastProxy|cnn|simd",
    "ternary|none|MeshTweenSplitFastProxy|cnn|simd",
    "binary|none|MeshTweenSplitFastProxy|cnn|simd",
    "int|none|MeshTweenSplitFastProxy|cnn|simd",
    "uint|none|MeshTweenSplitFastProxy|cnn|simd",
    "uintptr|none|MeshTweenSplitFastProxy|cnn|simd",
    "complex64|none|MeshTweenSplitFastProxy|cnn|simd",
    "complex128|none|MeshTweenSplitFastProxy|cnn|simd",
    "nf4|none|MeshTweenSplitFastProxy|cnn|simd",
    "fp6|none|MeshTweenSplitFastProxy|cnn|simd",
    "int6|none|MeshTweenSplitFastProxy|cnn|simd",
    "uint6|none|MeshTweenSplitFastProxy|cnn|simd",
    "int5|none|MeshTweenSplitFastProxy|cnn|simd",
    "uint5|none|MeshTweenSplitFastProxy|cnn|simd",
    "int3|none|MeshTweenSplitFastProxy|cnn|simd",
    "uint3|none|MeshTweenSplitFastProxy|cnn|simd",
    "float64|none|MeshTweenSplitFastProxy|bicameral|simd",
    "float32|none|MeshTweenSplitFastProxy|bicameral|simd",
    "float16|none|MeshTweenSplitFastProxy|bicameral|simd",
    "bfloat16|none|MeshTweenSplitFastProxy|bicameral|simd",
    "fp8e4m3|none|MeshTweenSplitFastProxy|bicameral|simd",
    "fp8e5m2|none|MeshTweenSplitFastProxy|bicameral|simd",
    "int64|none|MeshTweenSplitFastProxy|bicameral|simd",
    "int32|none|MeshTweenSplitFastProxy|bicameral|simd",
    "int16|none|MeshTweenSplitFastProxy|bicameral|simd",
    "int8|none|MeshTweenSplitFastProxy|bicameral|simd",
    "uint64|none|MeshTweenSplitFastProxy|bicameral|simd",
    "uint32|none|MeshTweenSplitFastProxy|bicameral|simd",
    "uint16|none|MeshTweenSplitFastProxy|bicameral|simd",
    "uint8|none|MeshTweenSplitFastProxy|bicameral|simd",
    "int4|none|MeshTweenSplitFastProxy|bicameral|simd",
    "uint4|none|MeshTweenSplitFastProxy|bicameral|simd",
    "fp4|none|MeshTweenSplitFastProxy|bicameral|simd",
    "int2|none|MeshTweenSplitFastProxy|bicameral|simd",
    "uint2|none|MeshTweenSplitFastProxy|bicameral|simd",
    "ternary|none|MeshTweenSplitFastProxy|bicameral|simd",
    "binary|none|MeshTweenSplitFastProxy|bicameral|simd",
    "int|none|MeshTweenSplitFastProxy|bicameral|simd",
    "uint|none|MeshTweenSplitFastProxy|bicameral|simd",
    "uintptr|none|MeshTweenSplitFastProxy|bicameral|simd",
    "complex64|none|MeshTweenSplitFastProxy|bicameral|simd",
    "complex128|none|MeshTweenSplitFastProxy|bicameral|simd",
    "nf4|none|MeshTweenSplitFastProxy|bicameral|simd",
    "fp6|none|MeshTweenSplitFastProxy|bicameral|simd",
    "int6|none|MeshTweenSplitFastProxy|bicameral|simd",
    "uint6|none|MeshTweenSplitFastProxy|bicameral|simd",
    "int5|none|MeshTweenSplitFastProxy|bicameral|simd",
    "uint5|none|MeshTweenSplitFastProxy|bicameral|simd",
    "int3|none|MeshTweenSplitFastProxy|bicameral|simd",
    "uint3|none|MeshTweenSplitFastProxy|bicameral|simd",
    "float64|none|MeshTweenSplitFastProxy|tricameral|simd",
    "float32|none|MeshTweenSplitFastProxy|tricameral|simd",
    "float16|none|MeshTweenSplitFastProxy|tricameral|simd",
    "bfloat16|none|MeshTweenSplitFastProxy|tricameral|simd",
    "fp8e4m3|none|MeshTweenSplitFastProxy|tricameral|simd",
    "fp8e5m2|none|MeshTweenSplitFastProxy|tricameral|simd",
    "int64|none|MeshTweenSplitFastProxy|tricameral|simd",
    "int32|none|MeshTweenSplitFastProxy|tricameral|simd",
    "int16|none|MeshTweenSplitFastProxy|tricameral|simd",
    "int8|none|MeshTweenSplitFastProxy|tricameral|simd",
    "uint64|none|MeshTweenSplitFastProxy|tricameral|simd",
    "uint32|none|MeshTweenSplitFastProxy|tricameral|simd",
    "uint16|none|MeshTweenSplitFastProxy|tricameral|simd",
    "uint8|none|MeshTweenSplitFastProxy|tricameral|simd",
    "int4|none|MeshTweenSplitFastProxy|tricameral|simd",
    "uint4|none|MeshTweenSplitFastProxy|tricameral|simd",
    "fp4|none|MeshTweenSplitFastProxy|tricameral|simd",
    "int2|none|MeshTweenSplitFastProxy|tricameral|simd",
    "uint2|none|MeshTweenSplitFastProxy|tricameral|simd",
    "ternary|none|MeshTweenSplitFastProxy|tricameral|simd",
    "binary|none|MeshTweenSplitFastProxy|tricameral|simd",
    "int|none|MeshTweenSplitFastProxy|tricameral|simd",
    "uint|none|MeshTweenSplitFastProxy|tricameral|simd",
    "uintptr|none|MeshTweenSplitFastProxy|tricameral|simd",
    "complex64|none|MeshTweenSplitFastProxy|tricameral|simd",
    "complex128|none|MeshTweenSplitFastProxy|tricameral|simd",
    "nf4|none|MeshTweenSplitFastProxy|tricameral|simd",
    "fp6|none|MeshTweenSplitFastProxy|tricameral|simd",
    "int6|none|MeshTweenSplitFastProxy|tricameral|simd",
    "uint6|none|MeshTweenSplitFastProxy|tricameral|simd",
    "int5|none|MeshTweenSplitFastProxy|tricameral|simd",
    "uint5|none|MeshTweenSplitFastProxy|tricameral|simd",
    "int3|none|MeshTweenSplitFastProxy|tricameral|simd",
    "uint3|none|MeshTweenSplitFastProxy|tricameral|simd",
    "float64|none|MeshTweenSplitSparse|cnn|simd",
    "float32|none|MeshTweenSplitSparse|cnn|simd",
    "float16|none|MeshTweenSplitSparse|cnn|simd",
    "bfloat16|none|MeshTweenSplitSparse|cnn|simd",
    "fp8e4m3|none|MeshTweenSplitSparse|cnn|simd",
    "fp8e5m2|none|MeshTweenSplitSparse|cnn|simd",
    "int64|none|MeshTweenSplitSparse|cnn|simd",
    "int32|none|MeshTweenSplitSparse|cnn|simd",
    "int16|none|MeshTweenSplitSparse|cnn|simd",
    "int8|none|MeshTweenSplitSparse|cnn|simd",
    "uint64|none|MeshTweenSplitSparse|cnn|simd",
    "uint32|none|MeshTweenSplitSparse|cnn|simd",
    "uint16|none|MeshTweenSplitSparse|cnn|simd",
    "uint8|none|MeshTweenSplitSparse|cnn|simd",
    "int4|none|MeshTweenSplitSparse|cnn|simd",
    "uint4|none|MeshTweenSplitSparse|cnn|simd",
    "fp4|none|MeshTweenSplitSparse|cnn|simd",
    "int2|none|MeshTweenSplitSparse|cnn|simd",
    "uint2|none|MeshTweenSplitSparse|cnn|simd",
    "ternary|none|MeshTweenSplitSparse|cnn|simd",
    "binary|none|MeshTweenSplitSparse|cnn|simd",
    "int|none|MeshTweenSplitSparse|cnn|simd",
    "uint|none|MeshTweenSplitSparse|cnn|simd",
    "uintptr|none|MeshTweenSplitSparse|cnn|simd",
    "complex64|none|MeshTweenSplitSparse|cnn|simd",
    "complex128|none|MeshTweenSplitSparse|cnn|simd",
    "nf4|none|MeshTweenSplitSparse|cnn|simd",
    "fp6|none|MeshTweenSplitSparse|cnn|simd",
    "int6|none|MeshTweenSplitSparse|cnn|simd",
    "uint6|none|MeshTweenSplitSparse|cnn|simd",
    "int5|none|MeshTweenSplitSparse|cnn|simd",
    "uint5|none|MeshTweenSplitSparse|cnn|simd",
    "int3|none|MeshTweenSplitSparse|cnn|simd",
    "uint3|none|MeshTweenSplitSparse|cnn|simd",
    "float64|none|MeshTweenSplitSparse|bicameral|simd",
    "float32|none|MeshTweenSplitSparse|bicameral|simd",
    "float16|none|MeshTweenSplitSparse|bicameral|simd",
    "bfloat16|none|MeshTweenSplitSparse|bicameral|simd",
    "fp8e4m3|none|MeshTweenSplitSparse|bicameral|simd",
    "fp8e5m2|none|MeshTweenSplitSparse|bicameral|simd",
    "int64|none|MeshTweenSplitSparse|bicameral|simd",
    "int32|none|MeshTweenSplitSparse|bicameral|simd",
    "int16|none|MeshTweenSplitSparse|bicameral|simd",
    "int8|none|MeshTweenSplitSparse|bicameral|simd",
    "uint64|none|MeshTweenSplitSparse|bicameral|simd",
    "uint32|none|MeshTweenSplitSparse|bicameral|simd",
    "uint16|none|MeshTweenSplitSparse|bicameral|simd",
    "uint8|none|MeshTweenSplitSparse|bicameral|simd",
    "int4|none|MeshTweenSplitSparse|bicameral|simd",
    "uint4|none|MeshTweenSplitSparse|bicameral|simd",
    "fp4|none|MeshTweenSplitSparse|bicameral|simd",
    "int2|none|MeshTweenSplitSparse|bicameral|simd",
    "uint2|none|MeshTweenSplitSparse|bicameral|simd",
    "ternary|none|MeshTweenSplitSparse|bicameral|simd",
    "binary|none|MeshTweenSplitSparse|bicameral|simd",
    "int|none|MeshTweenSplitSparse|bicameral|simd",
    "uint|none|MeshTweenSplitSparse|bicameral|simd",
    "uintptr|none|MeshTweenSplitSparse|bicameral|simd",
    "complex64|none|MeshTweenSplitSparse|bicameral|simd",
    "complex128|none|MeshTweenSplitSparse|bicameral|simd",
    "nf4|none|MeshTweenSplitSparse|bicameral|simd",
    "fp6|none|MeshTweenSplitSparse|bicameral|simd",
    "int6|none|MeshTweenSplitSparse|bicameral|simd",
    "uint6|none|MeshTweenSplitSparse|bicameral|simd",
    "int5|none|MeshTweenSplitSparse|bicameral|simd",
    "uint5|none|MeshTweenSplitSparse|bicameral|simd",
    "int3|none|MeshTweenSplitSparse|bicameral|simd",
    "uint3|none|MeshTweenSplitSparse|bicameral|simd",
    "float64|none|MeshTweenSplitSparse|tricameral|simd",
    "float32|none|MeshTweenSplitSparse|tricameral|simd",
    "float16|none|MeshTweenSplitSparse|tricameral|simd",
    "bfloat16|none|MeshTweenSplitSparse|tricameral|simd",
    "fp8e4m3|none|MeshTweenSplitSparse|tricameral|simd",
    "fp8e5m2|none|MeshTweenSplitSparse|tricameral|simd",
    "int64|none|MeshTweenSplitSparse|tricameral|simd",
    "int32|none|MeshTweenSplitSparse|tricameral|simd",
    "int16|none|MeshTweenSplitSparse|tricameral|simd",
    "int8|none|MeshTweenSplitSparse|tricameral|simd",
    "uint64|none|MeshTweenSplitSparse|tricameral|simd",
    "uint32|none|MeshTweenSplitSparse|tricameral|simd",
    "uint16|none|MeshTweenSplitSparse|tricameral|simd",
    "uint8|none|MeshTweenSplitSparse|tricameral|simd",
    "int4|none|MeshTweenSplitSparse|tricameral|simd",
    "uint4|none|MeshTweenSplitSparse|tricameral|simd",
    "fp4|none|MeshTweenSplitSparse|tricameral|simd",
    "int2|none|MeshTweenSplitSparse|tricameral|simd",
    "uint2|none|MeshTweenSplitSparse|tricameral|simd",
    "ternary|none|MeshTweenSplitSparse|tricameral|simd",
    "binary|none|MeshTweenSplitSparse|tricameral|simd",
    "int|none|MeshTweenSplitSparse|tricameral|simd",
    "uint|none|MeshTweenSplitSparse|tricameral|simd",
    "uintptr|none|MeshTweenSplitSparse|tricameral|simd",
    "complex64|none|MeshTweenSplitSparse|tricameral|simd",
    "complex128|none|MeshTweenSplitSparse|tricameral|simd",
    "nf4|none|MeshTweenSplitSparse|tricameral|simd",
    "fp6|none|MeshTweenSplitSparse|tricameral|simd",
    "int6|none|MeshTweenSplitSparse|tricameral|simd",
    "uint6|none|MeshTweenSplitSparse|tricameral|simd",
    "int5|none|MeshTweenSplitSparse|tricameral|simd",
    "uint5|none|MeshTweenSplitSparse|tricameral|simd",
    "int3|none|MeshTweenSplitSparse|tricameral|simd",
    "uint3|none|MeshTweenSplitSparse|tricameral|simd"
  ],
  "completed": [
    {
      "cell": {
        "id": "float64|none|sgd|cnn|simd",
        "dtype": 0,
        "format": 0,
        "mode": "sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6496,
        "total_correct": 5334,
        "total_train": 206,
        "infer_ms": 791.352977,
        "train_ms": 1639.094198,
        "blocked_train": 1639094198,
        "duration": 2001095312,
        "avg_accuracy": 73.10395710892924,
        "soft_acc": 31.12777577029047,
        "adapt_pct": 29.886477567704468,
        "stability": 88.13139252293753,
        "consistency": 90,
        "throughput": 3246.222186941988,
        "availability": 32.55997435945095,
        "score": 329.01097505715836,
        "zero_downtime": 10.135195809473963,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 27290368,
        "heap_mib": 26.026123046875,
        "mobile_score": 140928.51804801263,
        "mobile_throughput": 1390486.3872119617,
        "mobile_availability": 13946.73516092142,
        "mobile_accuracy": 13333.267404455923,
        "soft_acc_blocks": [
          25.34224628571429,
          26.37338560869565,
          27.437769615384617,
          28.732322115384616,
          30.9225175,
          29.6544,
          0,
          0,
          0,
          0,
          32.084808875,
          32.54770938888889,
          32.26587978260869,
          28.57975627586207,
          31.623905642857146,
          33.4623225,
          35.30030964,
          35.780436307692305,
          37.89658782608696,
          38.904251375,
          40.14044465384615,
          40.81762964,
          41.24889677777778,
          41.371985714285714,
          41.7281003,
          42.42343185714286,
          22.154233833333333,
          21.759940740740742,
          26.822349909090907,
          30.149100142857144,
          32.997393851851854,
          34.9211565862069,
          36.62061257692308,
          38.174278208333334,
          38.72194681818182,
          40.74290504761905,
          40.93479943333333,
          41.858652320000004,
          42.18067182758621,
          42.433891833333334
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.139313165,
        "time_to_acc50_sec": 0.139313165,
        "acc_per_sec": 15.555368894038201,
        "mobile_acc_per_sec": 6662.984678690768
      },
      "started": "2026-08-18T06:45:34.237847199+10:00",
      "ended": "2026-08-18T06:45:36.239380323+10:00"
    },
    {
      "cell": {
        "id": "float32|none|sgd|cnn|simd",
        "dtype": 1,
        "format": 0,
        "mode": "sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 9904,
        "total_correct": 8535,
        "total_train": 271,
        "infer_ms": 989.930145,
        "train_ms": 1554.132747,
        "blocked_train": 1554132747,
        "duration": 2007490352,
        "avg_accuracy": 85.46406386797211,
        "soft_acc": 34.8826955265799,
        "adapt_pct": 32.24957840358414,
        "stability": 91.87554073873719,
        "consistency": 97.36842105263158,
        "throughput": 4933.523087736364,
        "availability": 38.911386511430635,
        "score": 669.6438864542189,
        "zero_downtime": 13.57334048195303,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 18202040,
        "heap_mib": 17.35881805419922,
        "mobile_score": 573670.3495773032,
        "mobile_throughput": 4226449.268992031,
        "mobile_availability": 33334.59642370089,
        "mobile_accuracy": 29883.29848405151,
        "soft_acc_blocks": [
          24.914024410256413,
          25.6995315,
          26.410584612244897,
          27.85056594871795,
          0,
          28.431811,
          28.973706200000002,
          30.48742639130435,
          32.99760480952381,
          34.821884,
          36.605378525,
          38.31192062162162,
          37.824437,
          31.59878385,
          34.42239486486486,
          36.1461741,
          36.78950565116279,
          38.45558817948718,
          39.33804685714286,
          40.53014637209302,
          40.956569631578944,
          41.60385236111111,
          42.33633738461538,
          42.58480645238095,
          42.794554,
          42.52836475,
          43.591846,
          23.887167107142858,
          27.796000351351353,
          31.987974760869566,
          34.333695194444445,
          36.53934505882353,
          38.70111013513513,
          40.28224935483871,
          40.606538324324326,
          41.477205116279066,
          41.34625288372093,
          41.57904625
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.132407449,
        "time_to_acc50_sec": 0.132407449,
        "acc_per_sec": 17.37627057177503,
        "mobile_acc_per_sec": 14885.898930612397
      },
      "started": "2026-08-18T06:45:36.287792676+10:00",
      "ended": "2026-08-18T06:45:38.295532768+10:00"
    },
    {
      "cell": {
        "id": "float16|none|sgd|cnn|simd",
        "dtype": 2,
        "format": 0,
        "mode": "sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7136,
        "total_correct": 6230,
        "total_train": 236,
        "infer_ms": 892.105144,
        "train_ms": 1683.531921,
        "blocked_train": 1683531921,
        "duration": 2001780937,
        "avg_accuracy": 87.61346777090662,
        "soft_acc": 35.64418656631652,
        "adapt_pct": 31.428243918438547,
        "stability": 94.8671373809625,
        "consistency": 100,
        "throughput": 3564.825635063983,
        "availability": 34.636290808309205,
        "score": 440.1071029244668,
        "zero_downtime": 12.345824115365675,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 18204416,
        "heap_mib": 17.361083984375,
        "mobile_score": 754061.6757453034,
        "mobile_throughput": 6107827.786132109,
        "mobile_availability": 59344.4171088458,
        "mobile_accuracy": 61071.3048577809,
        "soft_acc_blocks": [
          25.243999363636362,
          25.954002916666667,
          27.26259723809524,
          28.25599584,
          28.7045494375,
          29.9228834,
          31.73801872,
          33.29916596,
          34.80103704347826,
          36.785185000000006,
          37.57491923809524,
          38.794118956521736,
          39.99307638095238,
          30.94696215,
          31.84061023076923,
          32.857461125,
          34.431503739130434,
          35.787631375,
          37.50588919230769,
          37.526103863636365,
          39.35690673076923,
          39.23075013636364,
          39.91848252,
          41.02982875,
          41.387804,
          41.93182654545455,
          28.856455782608695,
          28.331577608695653,
          30.99936332,
          33.162017391304346,
          35.77957518181818,
          37.248284,
          38.43462928571429,
          39.978128,
          39.94446004545455,
          41.12866913636364,
          41.82753885,
          42.25084546153846,
          42.65356804347826,
          43.09104069230769
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.070832518,
        "time_to_acc50_sec": 0.120793149,
        "acc_per_sec": 17.80623738965925,
        "mobile_acc_per_sec": 30508.485583495647
      },
      "started": "2026-08-18T06:45:38.337705915+10:00",
      "ended": "2026-08-18T06:45:40.339723414+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|sgd|cnn|simd",
        "dtype": 3,
        "format": 0,
        "mode": "sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8336,
        "total_correct": 7107,
        "total_train": 247,
        "infer_ms": 878.841425,
        "train_ms": 1580.331658,
        "blocked_train": 1580331658,
        "duration": 2002450156,
        "avg_accuracy": 85.65336544917348,
        "soft_acc": 33.570015550785726,
        "adapt_pct": 30.05727982056515,
        "stability": 95.24970648129907,
        "consistency": 100,
        "throughput": 4162.900122643552,
        "availability": 35.737274089218715,
        "score": 499.42348027695334,
        "zero_downtime": 11.99700846917764,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 18251480,
        "heap_mib": 17.405967712402344,
        "mobile_score": 855691.9530308605,
        "mobile_throughput": 7132544.3774527535,
        "mobile_availability": 61230.79724734739,
        "mobile_accuracy": 57517.50429114493,
        "soft_acc_blocks": [
          24.925146586206896,
          25.511502296296296,
          26.384687862068965,
          27.085816321428574,
          27.859705,
          27.20837,
          28.342378666666665,
          29.967904785714286,
          31.16813348275862,
          32.818751416666665,
          33.88592414285714,
          34.84927020689655,
          36.256672800000004,
          28.632166153846153,
          29.710805375000003,
          31.01874468,
          31.96402713333333,
          33.16884764516129,
          34.507450148148145,
          35.55971596296296,
          36.64353393103448,
          37.66600520689655,
          38.018792178571424,
          38.405705971428574,
          39.133103368421054,
          38.495028500000004,
          28.808307814814814,
          27.400045833333333,
          30.3131138,
          32.61102777419355,
          33.89639996428571,
          35.564688133333334,
          37.52777410344827,
          37.44965379310345,
          38.31321378571429,
          39.00601916666667,
          40.197647884615385,
          40.2055324,
          40.738226366666666,
          41.58078138888889
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.070293405,
        "time_to_acc50_sec": 0.171549197,
        "acc_per_sec": 16.764469992023972,
        "mobile_acc_per_sec": 28723.56353979825
      },
      "started": "2026-08-18T06:45:40.378986098+10:00",
      "ended": "2026-08-18T06:45:42.381692451+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|sgd|cnn|simd",
        "dtype": 4,
        "format": 0,
        "mode": "sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6816,
        "total_correct": 2890,
        "total_train": 241,
        "infer_ms": 892.711316,
        "train_ms": 1680.611882,
        "blocked_train": 1680611882,
        "duration": 2008454468,
        "avg_accuracy": 43.48019843481801,
        "soft_acc": 25.642076903469388,
        "adapt_pct": 25.358585358487318,
        "stability": 99.63822705753093,
        "consistency": 100,
        "throughput": 3393.6542294569954,
        "availability": 34.690990882677305,
        "score": 301.8821916445393,
        "zero_downtime": 8.895490560711668,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 18271328,
        "heap_mib": 17.424896240234375,
        "mobile_score": 1034465.4280583806,
        "mobile_throughput": 11629099.27224542,
        "mobile_availability": 118876.27599932757,
        "mobile_accuracy": 87868.1909514128,
        "soft_acc_blocks": [
          25.356237,
          25.54937790909091,
          25.48052481818182,
          25.727632357142856,
          25.66314375,
          25.692673807692305,
          25.842971518518517,
          26.019703916666668,
          25.98813224,
          26.078936,
          26.200319458333336,
          26.18769268,
          26.248638624999998,
          25.171520304347826,
          25.3569715,
          25.532928478260867,
          25.7422559047619,
          25.86042,
          25.909142739130438,
          25.8751508,
          25.996252333333334,
          25.990139624999998,
          26.061956166666665,
          25.923607666666665,
          26.20906457142857,
          26.16190275,
          25.217984086956523,
          25.085834,
          25.06506883333333,
          25.18973704,
          25.244963666666667,
          25.364497166666666,
          25.227642,
          25.30672024,
          25.302165727272726,
          25.305231250000002,
          25.41237704166667,
          25.38553848,
          25.440187130434786,
          25.307832555555553
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.069591999,
        "time_to_acc50_sec": 0.120113359,
        "acc_per_sec": 12.767069063309922,
        "mobile_acc_per_sec": 43749.15754944204
      },
      "started": "2026-08-18T06:45:42.42309685+10:00",
      "ended": "2026-08-18T06:45:44.431801161+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|sgd|cnn|simd",
        "dtype": 5,
        "format": 0,
        "mode": "sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6728,
        "total_correct": 4703,
        "total_train": 225,
        "infer_ms": 965.634519,
        "train_ms": 1688.897174,
        "blocked_train": 1688897174,
        "duration": 2009527227,
        "avg_accuracy": 68.75103955881569,
        "soft_acc": 25.253758939748682,
        "adapt_pct": 25.450905925331117,
        "stability": 95.82789277941792,
        "consistency": 97.36842105263158,
        "throughput": 3348.0511782087938,
        "availability": 36.37683142176747,
        "score": 307.569301273929,
        "zero_downtime": 9.18651731717191,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 18277664,
        "heap_mib": 17.430938720703125,
        "mobile_score": 1053953.5544202987,
        "mobile_throughput": 11472830.432161648,
        "mobile_availability": 124653.17772846813,
        "mobile_accuracy": 86537.53442485593,
        "soft_acc_blocks": [
          25.491948222222224,
          25.614934142857145,
          25.648162,
          0,
          25.68395564,
          25.78023190909091,
          25.8718020952381,
          26.020907714285716,
          26.1136735,
          26.18481772,
          26.264494826086956,
          25.63454528571429,
          25.642592739130436,
          25.80708652,
          25.793749714285713,
          25.981084999999997,
          25.87890739130435,
          25.97545886956522,
          26.06210980769231,
          26.008108470588233,
          26.020599285714287,
          26.119532650000004,
          26.232044608695652,
          26.192712874999998,
          25.22994862962963,
          24.841993083333335,
          25.214388875,
          25.442942555555554,
          25.550236037037035,
          25.647014458333334,
          26.088437541666668,
          26.23842730769231,
          26.219216954545455,
          26.45604072,
          26.673982166666665,
          26.59708785185185,
          26.683646208333332,
          26.736016333333332
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.068734814,
        "time_to_acc50_sec": 0.068734814,
        "acc_per_sec": 12.567015067245308,
        "mobile_acc_per_sec": 43063.6287292543
      },
      "started": "2026-08-18T06:45:44.47745852+10:00",
      "ended": "2026-08-18T06:45:46.487231736+10:00"
    },
    {
      "cell": {
        "id": "int64|none|sgd|cnn|simd",
        "dtype": 6,
        "format": 0,
        "mode": "sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5296,
        "total_correct": 4565,
        "total_train": 243,
        "infer_ms": 826.272921,
        "train_ms": 1739.821034,
        "blocked_train": 1739821034,
        "duration": 2008774469,
        "avg_accuracy": 85.57728228352747,
        "soft_acc": 35.71852909361518,
        "adapt_pct": 32.54311404311975,
        "stability": 94.76343824646189,
        "consistency": 100,
        "throughput": 2636.4333486558266,
        "availability": 32.19963631456355,
        "score": 303.22243367249195,
        "zero_downtime": 11.50123646505566,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 18283216,
        "heap_mib": 17.436233520507812,
        "mobile_score": 129882.25760235576,
        "mobile_throughput": 1129289.5159314265,
        "mobile_availability": 13792.388009877364,
        "mobile_accuracy": 15299.670082870356,
        "soft_acc_blocks": [
          25.000769166666668,
          25.0681755,
          26.461160142857143,
          27.175569421052632,
          28.778664049999996,
          30.243384421052635,
          31.90861522222222,
          33.24815664705882,
          35.42706488888889,
          37.207917375,
          38.14451857142858,
          38.505569375,
          40.056511625,
          31.52398111764706,
          32.6087827,
          34.991245125,
          34.80933825,
          36.36881833333334,
          38.70399984210526,
          38.60483089473684,
          39.92854819047619,
          39.646499,
          40.99429125,
          41.568652125,
          42.29399494117647,
          41.226623999999994,
          31.43665564705882,
          26.621566764705882,
          30.38229729411765,
          32.72387207142857,
          34.544210625,
          36.6974401875,
          38.334275833333336,
          38.864796444444444,
          40.0362353,
          40.042638333333336,
          41.36394378947369,
          41.958854625,
          42.25177773684211,
          42.986916916666665
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.139693686,
        "time_to_acc50_sec": 0.168577328,
        "acc_per_sec": 17.781254015736486,
        "mobile_acc_per_sec": 7616.420020753637
      },
      "started": "2026-08-18T06:45:46.54393923+10:00",
      "ended": "2026-08-18T06:45:48.552979948+10:00"
    },
    {
      "cell": {
        "id": "int32|none|sgd|cnn|simd",
        "dtype": 7,
        "format": 0,
        "mode": "sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5240,
        "total_correct": 4331,
        "total_train": 229,
        "infer_ms": 813.864498,
        "train_ms": 1707.206834,
        "blocked_train": 1707206834,
        "duration": 2001923598,
        "avg_accuracy": 82.36801662687292,
        "soft_acc": 29.31706215502577,
        "adapt_pct": 27.27117339852941,
        "stability": 97.93666389752661,
        "consistency": 100,
        "throughput": 2617.482507941345,
        "availability": 32.28248592848622,
        "score": 247.72578097044234,
        "zero_downtime": 9.464276464841753,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 30628640,
        "heap_mib": 29.209747314453125,
        "mobile_score": 212221.65727684848,
        "mobile_throughput": 2242344.230594039,
        "mobile_availability": 27655.75160534997,
        "mobile_accuracy": 25115.333142376065,
        "soft_acc_blocks": [
          24.871196214285714,
          25.533203411764706,
          26.14050715789474,
          26.847923470588235,
          27.5840606875,
          28.9385980625,
          29.25365725,
          30.129344117647058,
          30.3987675,
          30.5345739375,
          31.308391210526313,
          31.8314394375,
          27.612216999999998,
          26.85507015,
          27.4255068,
          27.945789650000002,
          28.508341055555555,
          28.910482375,
          29.477626470588234,
          30.028893307692307,
          30.21492273333333,
          30.36698496,
          30.20071425,
          30.69217125,
          30.733647375,
          27.853772000000003,
          25.429855588235295,
          27.079582133333336,
          27.967593866666668,
          29.194224375,
          29.887206875,
          30.220403466666667,
          30.51987366666667,
          31.476297263157896,
          31.707793263157896,
          31.814711882352942,
          32.09609594444444,
          32.62126880952381,
          33.15271507692308
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.162442861,
        "time_to_acc50_sec": 0.212705627,
        "acc_per_sec": 14.64444606393304,
        "mobile_acc_per_sec": 12545.600225436807
      },
      "started": "2026-08-18T06:45:48.601695582+10:00",
      "ended": "2026-08-18T06:45:50.603869805+10:00"
    },
    {
      "cell": {
        "id": "int16|none|sgd|cnn|simd",
        "dtype": 8,
        "format": 0,
        "mode": "sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4552,
        "total_correct": 3802,
        "total_train": 205,
        "infer_ms": 713.515128,
        "train_ms": 1697.073,
        "blocked_train": 1697073000,
        "duration": 2002545733,
        "avg_accuracy": 82.52704080683957,
        "soft_acc": 28.642736072940234,
        "adapt_pct": 26.94508447071416,
        "stability": 97.97341661926936,
        "consistency": 100,
        "throughput": 2273.1066387086603,
        "availability": 29.599213557563818,
        "score": 192.71454044491045,
        "zero_downtime": 8.478024618958948,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 18387296,
        "heap_mib": 17.535491943359375,
        "mobile_score": 330189.284250919,
        "mobile_throughput": 3894648.8019453795,
        "mobile_availability": 50714.09306427457,
        "mobile_accuracy": 49075.303301338856,
        "soft_acc_blocks": [
          25.130403833333332,
          25.3599803,
          25.53664,
          26.0457755,
          26.62580329411765,
          27.347742666666665,
          27.834617764705882,
          28.152617142857142,
          28.601921333333333,
          29.168932733333335,
          27.127276333333334,
          27.752194588235295,
          28.064814714285713,
          28.26371270588235,
          29.24473694117647,
          29.597831857142857,
          29.71131094117647,
          30.25910944444444,
          30.2380305,
          30.59014983333333,
          30.8972345,
          31.198409555555557,
          31.310844705882353,
          26.519393368421053,
          25.03366738888889,
          26.000142111111114,
          26.799474555555555,
          27.2818465,
          28.620745999999997,
          29.09711993333333,
          29.48234347368421,
          30.110404157894735,
          30.424706133333334,
          30.71150057894737,
          31.76850505882353,
          31.683891,
          32.187403249999996
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.068749709,
        "time_to_acc50_sec": 0.274494308,
        "acc_per_sec": 14.30316202068991,
        "mobile_acc_per_sec": 24506.45820099174
      },
      "started": "2026-08-18T06:45:50.6522857+10:00",
      "ended": "2026-08-18T06:45:52.655092214+10:00"
    },
    {
      "cell": {
        "id": "int8|none|sgd|cnn|simd",
        "dtype": 9,
        "format": 0,
        "mode": "sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7936,
        "total_correct": 6417,
        "total_train": 235,
        "infer_ms": 934.115342,
        "train_ms": 1760.686002,
        "blocked_train": 1760686002,
        "duration": 2245247188,
        "avg_accuracy": 80.26018659533192,
        "soft_acc": 29.267595939428947,
        "adapt_pct": 28.059392406196725,
        "stability": 94.44295129314573,
        "consistency": 97.22222222222221,
        "throughput": 3534.577414199616,
        "availability": 34.66360680277292,
        "score": 358.5901025362358,
        "zero_downtime": 10.145204377067982,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 33400536,
        "heap_mib": 31.853233337402344,
        "mobile_score": 1228787.5011667842,
        "mobile_throughput": 12112003.420496002,
        "mobile_availability": 118782.43845367456,
        "mobile_accuracy": 100291.82575092369,
        "soft_acc_blocks": [
          24.681753413793103,
          25.61867634210526,
          26.30612667647059,
          27.369083774193548,
          28.3453051875,
          29.362052258064516,
          30.05966714285714,
          30.6871361875,
          31.109454375,
          29.81574742307692,
          27.401030931034484,
          28.238802689655174,
          29.007128,
          29.836777054054057,
          30.41962775,
          30.99007584375,
          30.920492999999997,
          0,
          31.55825875,
          31.738504161290322,
          29.79361888235294,
          25.24666090625,
          26.77903348387097,
          28.193116933333332,
          29.282937242424243,
          30.398103032258064,
          31.18882996875,
          31.721082,
          32.380793600000004,
          33.0561715,
          32.80972775757576,
          33.66984090625,
          33.98219905714286,
          34.34422438888889,
          34.1792692,
          33.142144
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.293009116,
        "time_to_acc50_sec": 0.293009116,
        "acc_per_sec": 13.03535579327444,
        "mobile_acc_per_sec": 44668.50077218477
      },
      "started": "2026-08-18T06:45:52.712838976+10:00",
      "ended": "2026-08-18T06:45:54.958538507+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|sgd|cnn|simd",
        "dtype": 10,
        "format": 0,
        "mode": "sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6120,
        "total_correct": 5043,
        "total_train": 210,
        "infer_ms": 981.427625,
        "train_ms": 1705.966516,
        "blocked_train": 1705966516,
        "duration": 2004259950,
        "avg_accuracy": 80.25860088558635,
        "soft_acc": 27.973956972825487,
        "adapt_pct": 24.14448698785173,
        "stability": 95.13293355878014,
        "consistency": 97.36842105263158,
        "throughput": 3053.496129581395,
        "availability": 36.51967569724638,
        "score": 311.94511470888904,
        "zero_downtime": 10.215998366163108,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 18803320,
        "heap_mib": 17.93224334716797,
        "mobile_score": 133183.2901469821,
        "mobile_throughput": 1303673.7612263602,
        "mobile_availability": 15591.879260552043,
        "mobile_accuracy": 11943.33058091916,
        "soft_acc_blocks": [
          25.392164291666663,
          25.83885180952381,
          26.34438225,
          26.967939285714287,
          27.503644142857144,
          28.229843363636363,
          28.421216761904763,
          29.169815600000003,
          29.404373900000003,
          30.070443653846155,
          30.194596521739133,
          30.715593279999997,
          31.06792558823529,
          31.4240175,
          0,
          26.890875714285716,
          26.9922548,
          27.60544545,
          28.076198434782608,
          28.58627557142857,
          28.716639130434782,
          29.930186239999998,
          30.21839218181818,
          30.493969875,
          27.150114136363637,
          26.242845954545455,
          27.000963047619045,
          27.45482475,
          28.089798625,
          28.645899666666665,
          28.888040043478263,
          29.463635368421052,
          29.46265633333333,
          30.185953588235293,
          30.35074347826087,
          30.598674000000003,
          30.7754957,
          30.445674928571428
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.072508401,
        "time_to_acc50_sec": 0.12252622,
        "acc_per_sec": 13.957249893071749,
        "mobile_acc_per_sec": 5958.972827311727
      },
      "started": "2026-08-18T06:45:55.037184812+10:00",
      "ended": "2026-08-18T06:45:57.041714554+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|sgd|cnn|simd",
        "dtype": 11,
        "format": 0,
        "mode": "sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6928,
        "total_correct": 5495,
        "total_train": 233,
        "infer_ms": 906.557345,
        "train_ms": 1654.124543,
        "blocked_train": 1654124543,
        "duration": 2007553851,
        "avg_accuracy": 79.75974749666004,
        "soft_acc": 28.41271365230002,
        "adapt_pct": 26.32115075991616,
        "stability": 98.24999459400341,
        "consistency": 100,
        "throughput": 3450.9659586710636,
        "availability": 35.40296626646035,
        "score": 347.1307135612631,
        "zero_downtime": 10.058943429709752,
        "weight_bytes": 1232,
        "weight_mib": 0.0011749267578125,
        "heap_bytes": 18471120,
        "heap_mib": 17.615432739257812,
        "mobile_score": 295448.81096040184,
        "mobile_throughput": 2937175.390486582,
        "mobile_availability": 30132.062301801892,
        "mobile_accuracy": 24182.540284638104,
        "soft_acc_blocks": [
          25.454262208333333,
          25.991882545454544,
          26.442953739130438,
          26.98456272,
          27.381686095238095,
          27.962929388888888,
          28.38914511764706,
          28.795972625,
          29.218009782608696,
          29.366753727272727,
          29.700713333333336,
          29.981302624999998,
          30.0814278,
          25.865450105263157,
          25.66855417647059,
          26.149473136363635,
          26.449351782608698,
          27.34676888,
          27.688447391304347,
          28.129464904761903,
          28.07104965,
          28.830410304347826,
          28.682319666666665,
          29.3986808,
          29.736614333333335,
          30.03006263636364,
          25.920232166666665,
          25.941249625,
          26.978804,
          27.596091086956523,
          28.266020500000003,
          28.803687479999997,
          29.586607785714286,
          29.454215666666666,
          30.042070749999997,
          30.23366866666667,
          30.838009227272725,
          31.54569712,
          31.773688375000003,
          31.73025416666667
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.078284015,
        "time_to_acc50_sec": 0.128244803,
        "acc_per_sec": 14.152902368296182,
        "mobile_acc_per_sec": 12045.7741507618
      },
      "started": "2026-08-18T06:45:57.091187322+10:00",
      "ended": "2026-08-18T06:45:59.09900487+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|sgd|cnn|simd",
        "dtype": 12,
        "format": 0,
        "mode": "sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6392,
        "total_correct": 4931,
        "total_train": 215,
        "infer_ms": 953.809375,
        "train_ms": 1691.781655,
        "blocked_train": 1691781655,
        "duration": 2004731774,
        "avg_accuracy": 75.07335361053899,
        "soft_acc": 27.273795590209794,
        "adapt_pct": 26.986929956972727,
        "stability": 95.38056293794158,
        "consistency": 97.43589743589743,
        "throughput": 3188.4564722821615,
        "availability": 36.05278987508511,
        "score": 313.51978393349907,
        "zero_downtime": 9.832964215098565,
        "weight_bytes": 620,
        "weight_mib": 0.000591278076171875,
        "heap_bytes": 18406560,
        "heap_mib": 17.553863525390625,
        "mobile_score": 530240.8402546012,
        "mobile_throughput": 5392482.1514189355,
        "mobile_availability": 60974.339025898786,
        "mobile_accuracy": 46126.8507819352,
        "soft_acc_blocks": [
          25.035064173913042,
          25.356613608695653,
          25.85968536,
          26.219984950000004,
          26.567006956521737,
          27.060730190476193,
          27.35284519047619,
          27.61303688,
          28.05762252,
          28.452341363636364,
          28.87855376,
          29.02043776,
          29.2995826,
          28.121534,
          26.7338548,
          26.676083631578948,
          27.33371995652174,
          27.579102083333336,
          28.14851495652174,
          28.694901260869564,
          29.031836199999997,
          29.26699134782609,
          29.703987583333333,
          29.82691391666667,
          30.08176247826087,
          30.38301404347826,
          26.963118880000003,
          25.77826208333333,
          26.757068347826085,
          27.53179795652174,
          28.02908591666667,
          28.547742375,
          28.298038055555555,
          28.9906882,
          0,
          28.894611466666667,
          28.623867833333332,
          29.267378545454548,
          29.64064678571429
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.072062204,
        "time_to_acc50_sec": 0.172030395,
        "acc_per_sec": 13.604710587187906,
        "mobile_acc_per_sec": 23008.98872366314
      },
      "started": "2026-08-18T06:45:59.152539714+10:00",
      "ended": "2026-08-18T06:46:01.15752456+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|sgd|cnn|simd",
        "dtype": 13,
        "format": 0,
        "mode": "sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8424,
        "total_correct": 6598,
        "total_train": 241,
        "infer_ms": 777.457358,
        "train_ms": 1619.857319,
        "blocked_train": 1619857319,
        "duration": 2007748435,
        "avg_accuracy": 77.29741938646492,
        "soft_acc": 28.82930506948987,
        "adapt_pct": 27.731063378321977,
        "stability": 94.66354425280991,
        "consistency": 97.22222222222221,
        "throughput": 4195.7447721780945,
        "availability": 32.43034239346961,
        "score": 392.27873836332327,
        "zero_downtime": 9.349442343693456,
        "weight_bytes": 314,
        "weight_mib": 0.0002994537353515625,
        "heap_bytes": 18466592,
        "heap_mib": 17.611114501953125,
        "mobile_score": 1309981.1157900002,
        "mobile_throughput": 14011328.886087317,
        "mobile_availability": 108298.3398266713,
        "mobile_accuracy": 96272.98532657773,
        "soft_acc_blocks": [
          25.060704125,
          25.818359675675676,
          26.56097240625,
          27.565864233333333,
          28.1712849375,
          28.84982442307692,
          29.42640890909091,
          29.929164806451613,
          30.67888634375,
          30.908983805555554,
          31.41125033333333,
          31.16723757142857,
          31.962338250000002,
          27.72066737037037,
          28.42052083333333,
          28.55557591666667,
          29.486450484848486,
          30.15166294117647,
          30.63073893939394,
          31.55855425,
          31.94868148275862,
          32.14703452941177,
          32.4751896060606,
          32.71708723333333,
          32.9645555483871,
          33.495383833333335,
          27.100638363636364,
          25.14527578125,
          26.948532676470588,
          28.4708456,
          29.19828420689655,
          30.049889023255815,
          29.677380399999997,
          0,
          30.487589933333332,
          30.993163727272727
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.072043661,
        "time_to_acc50_sec": 0.121849814,
        "acc_per_sec": 14.359022558266803,
        "mobile_acc_per_sec": 47950.72114030946
      },
      "started": "2026-08-18T06:46:01.211816694+10:00",
      "ended": "2026-08-18T06:46:03.219817421+10:00"
    },
    {
      "cell": {
        "id": "int4|none|sgd|cnn|simd",
        "dtype": 14,
        "format": 0,
        "mode": "sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 9240,
        "total_correct": 2778,
        "total_train": 267,
        "infer_ms": 858.374545,
        "train_ms": 1606.00203,
        "blocked_train": 1606002030,
        "duration": 2003156362,
        "avg_accuracy": 29.53313866362125,
        "soft_acc": 25.191283509262767,
        "adapt_pct": 25.212600321606946,
        "stability": 99.82285453470428,
        "consistency": 100,
        "throughput": 4612.7202924760995,
        "availability": 34.83130596629697,
        "score": 404.74097574298753,
        "zero_downtime": 8.774453035948628,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 18589464,
        "heap_mib": 17.728294372558594,
        "mobile_score": 2773867.146278947,
        "mobile_throughput": 31612992.113747835,
        "mobile_availability": 238714.19271186806,
        "mobile_accuracy": 172646.89736607004,
        "soft_acc_blocks": [
          25.130374035714286,
          25.15871164516129,
          25.170819857142856,
          25.10433585185185,
          25.11006055172414,
          25.1060472,
          25.117402931034484,
          25.131121375,
          25.18848452631579,
          25.2034222,
          25.141843166666664,
          25.18513488888889,
          25.325735318181817,
          25.42532465625,
          25.39144487878788,
          25.404204500000002,
          25.446168967741936,
          25.41316917241379,
          25.47597635483871,
          25.46068962962963,
          25.45067573529412,
          25.38012821212121,
          25.4013853,
          25.394709862068968,
          25.413760451612905,
          25.427337758620688,
          25.03590803030303,
          24.998799666666667,
          25.00879106060606,
          24.9901608125,
          25.070724,
          24.95285905263158,
          25.05231,
          24.982385814814815,
          25.049659758620688,
          24.983764606060607,
          25.010698787878788,
          24.990366914285712,
          24.932404172413793,
          25.034038666666667
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.168909567,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.575794874101181,
        "mobile_acc_per_sec": 86187.42931964392
      },
      "started": "2026-08-18T06:46:03.276339551+10:00",
      "ended": "2026-08-18T06:46:05.279751381+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|sgd|cnn|simd",
        "dtype": 15,
        "format": 0,
        "mode": "sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5760,
        "total_correct": 1739,
        "total_train": 225,
        "infer_ms": 864.582634,
        "train_ms": 1741.467589,
        "blocked_train": 1741467589,
        "duration": 2006277346,
        "avg_accuracy": 30.377203488053915,
        "soft_acc": 25.134693242949027,
        "adapt_pct": 25.05415571468325,
        "stability": 99.77468962556176,
        "consistency": 100,
        "throughput": 2870.9889046417015,
        "availability": 33.17597743779169,
        "score": 239.40258216817938,
        "zero_downtime": 8.33868015933892,
        "weight_bytes": 161,
        "weight_mib": 0.00015354156494140625,
        "heap_bytes": 18682920,
        "heap_mib": 17.817420959472656,
        "mobile_score": 1559203.7391278315,
        "mobile_throughput": 18698447.588034637,
        "mobile_availability": 216071.63799881897,
        "mobile_accuracy": 163699.60311750634,
        "soft_acc_blocks": [
          25.27509681818182,
          25.406654315789474,
          25.336737869565216,
          25.300379761904765,
          25.33942442857143,
          25.38405042105263,
          25.3196175,
          25.33138109090909,
          25.32102814285714,
          25.386437818181818,
          25.3298005,
          25.35546661111111,
          25.446543173913042,
          25.270061,
          25.326510285714285,
          25.228552619047623,
          25.24503775,
          25.16574363157895,
          25.19741785,
          25.285239631578946,
          25.2174118,
          25.154799999999998,
          25.248886777777777,
          25.2402581875,
          25.26468215,
          25.19945295238095,
          24.95762804347826,
          24.79575177272727,
          24.730465952380953,
          24.879238294117645,
          24.733290375,
          24.960812,
          24.7930945,
          24.84732292857143,
          24.840260833333332,
          24.88330738095238,
          24.920696761904765,
          24.807525045454543,
          24.81637840909091,
          24.845284333333332
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.06902174,
        "time_to_acc50_sec": 0.518913052,
        "acc_per_sec": 12.528025246888784,
        "mobile_acc_per_sec": 81593.7055980227
      },
      "started": "2026-08-18T06:46:05.344143912+10:00",
      "ended": "2026-08-18T06:46:07.350723862+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|sgd|cnn|simd",
        "dtype": 16,
        "format": 0,
        "mode": "sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7480,
        "total_correct": 1875,
        "total_train": 235,
        "infer_ms": 736.392615,
        "train_ms": 1681.661527,
        "blocked_train": 1681661527,
        "duration": 2006896304,
        "avg_accuracy": 23.80400931667521,
        "soft_acc": 23.125,
        "adapt_pct": 25,
        "stability": 93.41521640446703,
        "consistency": 92.5,
        "throughput": 3727.1482263888806,
        "availability": 30.45393410384605,
        "score": 262.48337998896284,
        "zero_downtime": 7.0424722615143995,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 18508600,
        "heap_mib": 17.65117645263672,
        "mobile_score": 1798913.5467667105,
        "mobile_throughput": 25543778.945319913,
        "mobile_availability": 208714.14645015995,
        "mobile_accuracy": 158485.75163398692,
        "soft_acc_blocks": [
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          0,
          0,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          0,
          25,
          25,
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.121201952,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.522767745353324,
        "mobile_acc_per_sec": 78970.57327680789
      },
      "started": "2026-08-18T06:46:07.416355193+10:00",
      "ended": "2026-08-18T06:46:09.42362108+10:00"
    },
    {
      "cell": {
        "id": "int2|none|sgd|cnn|simd",
        "dtype": 17,
        "format": 0,
        "mode": "sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8496,
        "total_correct": 2017,
        "total_train": 253,
        "infer_ms": 776.664326,
        "train_ms": 1489.735493,
        "blocked_train": 1489735493,
        "duration": 2008310781,
        "avg_accuracy": 22.11994083249373,
        "soft_acc": 25.0128912105451,
        "adapt_pct": 24.815179834475877,
        "stability": 99.43010209195334,
        "consistency": 100,
        "throughput": 4230.420948977618,
        "availability": 34.268636958446564,
        "score": 362.61378406339674,
        "zero_downtime": 8.57157688175289,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 18589016,
        "heap_mib": 17.727867126464844,
        "mobile_score": 4938027.418676108,
        "mobile_throughput": 57609323.07785915,
        "mobile_availability": 466665.84762779303,
        "mobile_accuracy": 340622.30407777324,
        "soft_acc_blocks": [
          25.703888068965515,
          25.55661990625,
          25.37324012121212,
          25.517077258064518,
          25.501357964285713,
          25.4671234137931,
          25.54513353125,
          25.696371645161292,
          25.564859,
          25.39553171875,
          25.31019876923077,
          25.770302800000003,
          25.519814791666665,
          25.240827279999998,
          25.322766969696968,
          25.237285451612905,
          25.2122887,
          25.31574797142857,
          25.284570033333335,
          25.264689852941178,
          25.31911067857143,
          25.239467679999997,
          25.18349925,
          25.41591124137931,
          25.23062857142857,
          25.232602258064517,
          24.56614203448276,
          24.19563634375,
          24.21652413793103,
          24.222441666666665,
          24.195275000000002,
          24.376303333333336,
          24.318074,
          23.9732085,
          24.160945964285713,
          24.23411355,
          24.181700678571428,
          24.185929515151514,
          24.25554756
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071557986,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.45469149853909,
        "mobile_acc_per_sec": 169606.3713347029
      },
      "started": "2026-08-18T06:46:09.491024282+10:00",
      "ended": "2026-08-18T06:46:11.499588969+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|sgd|cnn|simd",
        "dtype": 18,
        "format": 0,
        "mode": "sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5952,
        "total_correct": 998,
        "total_train": 241,
        "infer_ms": 847.603289,
        "train_ms": 1727.638047,
        "blocked_train": 1727638047,
        "duration": 2002433450,
        "avg_accuracy": 16.881792575061247,
        "soft_acc": 24.80832983498805,
        "adapt_pct": 24.804271667477824,
        "stability": 99.90126863158042,
        "consistency": 100,
        "throughput": 2972.383426775057,
        "availability": 32.91354783534742,
        "score": 242.70406875186114,
        "zero_downtime": 8.16530150738956,
        "weight_bytes": 85,
        "weight_mib": 0.00008106231689453125,
        "heap_bytes": 18525520,
        "heap_mib": 17.667312622070312,
        "mobile_score": 2994043.077594724,
        "mobile_throughput": 36667881.46016567,
        "mobile_availability": 406027.72158820304,
        "mobile_accuracy": 306040.2266476757,
        "soft_acc_blocks": [
          24.883753190476188,
          24.86205875,
          24.92272285,
          24.970377526315787,
          24.898027684210525,
          24.886139842105262,
          24.9517841875,
          24.972778857142856,
          24.87604461904762,
          24.907665772727274,
          24.868757625,
          24.925128400000002,
          24.88887895,
          24.712171444444447,
          24.81248557142857,
          24.692163904761905,
          24.652138263157894,
          24.71682425,
          24.754906631578947,
          24.79911322222222,
          24.699445,
          24.732458055555554,
          24.738413823529413,
          24.740468200000002,
          24.693436380952384,
          24.694953285714284,
          24.884016619047618,
          24.7521305,
          24.88443476190476,
          24.807891588235293,
          24.70819576923077,
          24.61557075,
          24.605238444444446,
          24.742926863636363,
          24.895796571428573,
          24.8008878,
          24.85430914285714,
          24.793090181818183,
          24.813497619047617,
          24.922110500000002
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 2.000279131,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.389090800989193,
        "mobile_acc_per_sec": 152834.15618515346
      },
      "started": "2026-08-18T06:46:11.567360035+10:00",
      "ended": "2026-08-18T06:46:13.570074996+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|sgd|cnn|simd",
        "dtype": 19,
        "format": 0,
        "mode": "sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 9288,
        "total_correct": 2073,
        "total_train": 279,
        "infer_ms": 845.200471,
        "train_ms": 1631.439903,
        "blocked_train": 1631439903,
        "duration": 2003541834,
        "avg_accuracy": 22.271491923328067,
        "soft_acc": 24.816935221340703,
        "adapt_pct": 24.652463041082807,
        "stability": 99.69223552952388,
        "consistency": 100,
        "throughput": 4635.790399972252,
        "availability": 34.12689544566069,
        "score": 392.6166569305095,
        "zero_downtime": 8.469249535804284,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 18584296,
        "heap_mib": 17.723365783691406,
        "mobile_score": 5346602.644903454,
        "mobile_throughput": 63129591.61612083,
        "mobile_availability": 464735.63011466374,
        "mobile_accuracy": 337953.8008656175,
        "soft_acc_blocks": [
          25.2355175,
          25.023546689655173,
          25.20796827586207,
          25.040637999999998,
          25.09252341935484,
          25.21257209375,
          25.332192696969695,
          25.126275852941177,
          25.197396342857143,
          25.200279888888886,
          25.202427523809526,
          25.18648990909091,
          25.205824484848485,
          24.87785615151515,
          24.669026892857143,
          24.769630099999997,
          24.872603612903227,
          24.813292464285716,
          24.9501895625,
          24.90343164516129,
          24.66604103125,
          24.874782411764706,
          24.7217132,
          24.976687434782608,
          24.93081839285714,
          24.9258838,
          24.7614315,
          24.325386484848483,
          24.44274646153846,
          24.501023125,
          24.469483439999998,
          24.464174931034485,
          24.42192065625,
          24.55292493548387,
          24.441775289473686,
          24.386917214285713,
          24.40883777419355,
          24.39916806451613,
          24.47917943243243,
          24.406830166666666
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.07219611,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.386532090420381,
        "mobile_acc_per_sec": 168678.18536681353
      },
      "started": "2026-08-18T06:46:13.637625698+10:00",
      "ended": "2026-08-18T06:46:15.641420344+10:00"
    },
    {
      "cell": {
        "id": "binary|none|sgd|cnn|simd",
        "dtype": 20,
        "format": 0,
        "mode": "sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8992,
        "total_correct": 2245,
        "total_train": 268,
        "infer_ms": 822.658097,
        "train_ms": 1640.44687,
        "blocked_train": 1640446870,
        "duration": 2001371110,
        "avg_accuracy": 24.692943651386585,
        "soft_acc": 25.067793068857586,
        "adapt_pct": 25.031719512870048,
        "stability": 99.67473535139277,
        "consistency": 100,
        "throughput": 4492.919856327895,
        "availability": 33.39923015956469,
        "score": 376.16746415259496,
        "zero_downtime": 8.37244990299115,
        "weight_bytes": 39,
        "weight_mib": 0.00003719329833984375,
        "heap_bytes": 18597536,
        "heap_mib": 17.735992431640625,
        "mobile_score": 10113850.638237728,
        "mobile_throughput": 120799177.72484306,
        "mobile_availability": 897990.5426614282,
        "mobile_accuracy": 673986.8252556516,
        "soft_acc_blocks": [
          25.183536756756755,
          25.18994138235294,
          25.150124424242424,
          25.178145785714285,
          25.153314407407407,
          25.1385384,
          25.305772193548385,
          25.25589481818182,
          25.256460999999998,
          25.2247232,
          25.29365476,
          25.143519066666666,
          25.182292424242426,
          25.583283821428573,
          25.438648357142856,
          25.365323615384618,
          25.41356725,
          25.368280296296298,
          25.250321866666663,
          25.22451304,
          25.418581827586205,
          25.31895273529412,
          25.378054964285717,
          25.426631029411766,
          25.4713244,
          25.3476064,
          24.709357333333333,
          24.6815436,
          24.587463071428573,
          24.705843880000003,
          24.678180212121212,
          24.653249655172417,
          24.632815837837835,
          24.607931612903226,
          24.612676384615384,
          24.610971642857145,
          24.716886428571428,
          24.698347363636366,
          24.67491458064516,
          24.480532928571428
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.074067981,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.525309745706075,
        "mobile_acc_per_sec": 336762.54338239727
      },
      "started": "2026-08-18T06:46:15.708211412+10:00",
      "ended": "2026-08-18T06:46:17.709848928+10:00"
    },
    {
      "cell": {
        "id": "int|none|sgd|cnn|simd",
        "dtype": 21,
        "format": 0,
        "mode": "sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4528,
        "total_correct": 3911,
        "total_train": 216,
        "infer_ms": 824.865775,
        "train_ms": 1734.689909,
        "blocked_train": 1734689909,
        "duration": 2005416781,
        "avg_accuracy": 85.15152282868276,
        "soft_acc": 34.58015001034205,
        "adapt_pct": 30.71139784813988,
        "stability": 95.18313176102954,
        "consistency": 100,
        "throughput": 2257.8847663487263,
        "availability": 32.226912669113084,
        "score": 251.6212691645798,
        "zero_downtime": 11.144114744681232,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 18613656,
        "heap_mib": 17.751365661621094,
        "mobile_score": 107779.42154228693,
        "mobile_throughput": 967142.0656694779,
        "mobile_availability": 13804.071560019576,
        "mobile_accuracy": 14812.056935148868,
        "soft_acc_blocks": [
          25.5817415,
          26.141805055555555,
          26.596131,
          27.8792341875,
          28.90614757142857,
          30.349844,
          30.368265,
          32.568096000000004,
          33.4408894375,
          35.7268012,
          37.32704675,
          36.91725053333333,
          38.87706907142857,
          31.4291334375,
          30.750877,
          31.659324166666668,
          33.70208692857143,
          33.79654966666667,
          34.99250752941176,
          35.4515691875,
          36.524102066666664,
          37.52808578571428,
          38.70204273333333,
          39.70861517647059,
          39.24883585714286,
          41.33825252941177,
          33.1020994,
          24.44337366666667,
          29.513704399999998,
          31.090583785714283,
          33.569351823529416,
          35.954947999999995,
          37.7659310625,
          37.90989764705882,
          39.159778333333335,
          38.83477192307692,
          41.23357,
          41.8322190625,
          41.7757599375,
          41.507708
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.067516171,
        "time_to_acc50_sec": 0.067516171,
        "acc_per_sec": 17.24337321696225,
        "mobile_acc_per_sec": 7386.024229717896
      },
      "started": "2026-08-18T06:46:17.782482328+10:00",
      "ended": "2026-08-18T06:46:19.788218327+10:00"
    },
    {
      "cell": {
        "id": "uint|none|sgd|cnn|simd",
        "dtype": 22,
        "format": 0,
        "mode": "sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4592,
        "total_correct": 3437,
        "total_train": 215,
        "infer_ms": 850.482667,
        "train_ms": 1783.731016,
        "blocked_train": 1783731016,
        "duration": 2007751152,
        "avg_accuracy": 72.9911382581451,
        "soft_acc": 26.434180282702492,
        "adapt_pct": 26.658847822688227,
        "stability": 93.71581655304514,
        "consistency": 94.87179487179486,
        "throughput": 2287.136030491492,
        "availability": 32.28601660103061,
        "score": 195.1966270751028,
        "zero_downtime": 8.534543834419686,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 18611720,
        "heap_mib": 17.74951934814453,
        "mobile_score": 83338.15082732207,
        "mobile_throughput": 976480.4357934229,
        "mobile_availability": 13784.341263616561,
        "mobile_accuracy": 11285.931198743912,
        "soft_acc_blocks": [
          25.367784105263155,
          25.605269500000002,
          26.06406722222222,
          26.555874055555556,
          26.3366155,
          0,
          0,
          26.967245100000003,
          27.401533285714287,
          27.559389285714285,
          28.114610944444443,
          27.7473789,
          26.024137157894735,
          26.5389995,
          27.1579353125,
          27.382018777777777,
          27.99890913333333,
          28.267403529411766,
          28.690919,
          28.971408066666665,
          29.178987347826087,
          28.87113725,
          28.818543666666667,
          29.312281444444448,
          29.947248846153848,
          25.685284799999998,
          26.00578073333333,
          27.0014919,
          27.109774277777777,
          27.576511882352943,
          27.89767338888889,
          28.298446849999998,
          29.06308052631579,
          29.10722411764706,
          29.279238149999998,
          29.51233252631579,
          29.941439470588236,
          29.714576470588238,
          29.860479
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.084190566,
        "time_to_acc50_sec": 0.084190566,
        "acc_per_sec": 13.16606405946791,
        "mobile_acc_per_sec": 5621.18028795628
      },
      "started": "2026-08-18T06:46:19.864366252+10:00",
      "ended": "2026-08-18T06:46:21.872393601+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|sgd|cnn|simd",
        "dtype": 23,
        "format": 0,
        "mode": "sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4928,
        "total_correct": 4008,
        "total_train": 215,
        "infer_ms": 717.327473,
        "train_ms": 1749.245353,
        "blocked_train": 1749245353,
        "duration": 2007833444,
        "avg_accuracy": 77.78821621991128,
        "soft_acc": 26.988588904440665,
        "adapt_pct": 26.793820100784746,
        "stability": 93.4227544837595,
        "consistency": 94.87179487179486,
        "throughput": 2454.386849031886,
        "availability": 29.081949879553243,
        "score": 192.6401088638135,
        "zero_downtime": 7.848807898388102,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 18709448,
        "heap_mib": 17.84272003173828,
        "mobile_score": 82246.65911725657,
        "mobile_throughput": 1047887.2738641934,
        "mobile_availability": 12416.38219743584,
        "mobile_accuracy": 11522.632980074419,
        "soft_acc_blocks": [
          25.14963942105263,
          25.411267833333333,
          25.856400450000002,
          0,
          0,
          25.831443083333337,
          26.112233,
          26.569451411764707,
          27.173597,
          27.577301352941177,
          27.71575194117647,
          28.386299222222224,
          26.549399466666667,
          27.13418882352941,
          27.651516,
          28.526588500000003,
          28.493474066666668,
          29.2017700625,
          29.5875688,
          30.089162599999998,
          30.576504999999997,
          30.857546550000002,
          30.943836416666667,
          31.049257333333333,
          31.10682542857143,
          25.315654210526315,
          24.92433775,
          26.4350085,
          27.954156833333332,
          27.98466588888889,
          28.44949115,
          29.127237176470587,
          29.774485473684212,
          29.892673125,
          30.502357428571425,
          30.803227375,
          31.26383861111111,
          31.641677736842105,
          30.93513225
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.073967982,
        "time_to_acc50_sec": 0.123887156,
        "acc_per_sec": 13.4416472566938,
        "mobile_acc_per_sec": 5738.839052864397
      },
      "started": "2026-08-18T06:46:21.947175122+10:00",
      "ended": "2026-08-18T06:46:23.955272107+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|sgd|cnn|simd",
        "dtype": 24,
        "format": 0,
        "mode": "sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4264,
        "total_correct": 3615,
        "total_train": 197,
        "infer_ms": 967.921833,
        "train_ms": 1774.674115,
        "blocked_train": 1774674115,
        "duration": 2008576985,
        "avg_accuracy": 85.60289869839018,
        "soft_acc": 33.95394888710445,
        "adapt_pct": 29.61084582086823,
        "stability": 94.44050434307337,
        "consistency": 100,
        "throughput": 2122.8959765263867,
        "availability": 35.292177606615496,
        "score": 254.38849186280626,
        "zero_downtime": 11.983087945696349,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 18710976,
        "heap_mib": 17.84417724609375,
        "mobile_score": 108964.73335111681,
        "mobile_throughput": 909320.9850825705,
        "mobile_availability": 15117.046742661132,
        "mobile_accuracy": 14543.83002787763,
        "soft_acc_blocks": [
          25.868994954545453,
          26.0135784,
          26.3424,
          26.135991714285716,
          26.4474132,
          27.670198181818183,
          28.778723307692307,
          30.292339944444443,
          31.9551246875,
          32.613357923076926,
          29.088733666666666,
          29.660648384615385,
          31.076435315789475,
          32.253242875,
          34.32701753333333,
          36.004756666666665,
          36.8018222,
          38.652904199999995,
          39.4933055,
          39.65456918181818,
          40.59736572727273,
          40.677157333333334,
          42.1303750625,
          27.68720588235294,
          26.36533425,
          28.53406361111111,
          31.860987533333333,
          33.60299653333333,
          36.03095475,
          36.64245675,
          38.00925725,
          39.761368153846156,
          39.88376258823529,
          40.658864200000004,
          41.719688235294115,
          41.10088725,
          41.901825875
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.096050699,
        "time_to_acc50_sec": 0.096050699,
        "acc_per_sec": 16.904479709103335,
        "mobile_acc_per_sec": 7240.862628861412
      },
      "started": "2026-08-18T06:46:24.033070342+10:00",
      "ended": "2026-08-18T06:46:26.041930139+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|sgd|cnn|simd",
        "dtype": 25,
        "format": 0,
        "mode": "sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4136,
        "total_correct": 3608,
        "total_train": 212,
        "infer_ms": 723.708595,
        "train_ms": 1789.071264,
        "blocked_train": 1789071264,
        "duration": 2011124116,
        "avg_accuracy": 84.42621345053473,
        "soft_acc": 34.14081589182169,
        "adapt_pct": 31.363189523495745,
        "stability": 92.64083530416639,
        "consistency": 97.43589743589743,
        "throughput": 2056.56128684203,
        "availability": 28.801114128955614,
        "score": 202.2203417592597,
        "zero_downtime": 9.83293534956018,
        "weight_bytes": 4896,
        "weight_mib": 0.004669189453125,
        "heap_bytes": 18963728,
        "heap_mib": 18.085220336914062,
        "mobile_score": 43309.51737756485,
        "mobile_throughput": 440453.59638718714,
        "mobile_availability": 6168.332730572663,
        "mobile_accuracy": 7311.936308125576,
        "soft_acc_blocks": [
          24.546371555555556,
          0,
          25.820386000000003,
          26.690510533333335,
          27.91016029411765,
          29.51657876923077,
          31.332918,
          32.42894746666666,
          33.6980684,
          34.765915125,
          36.6858906,
          37.022743999999996,
          38.4544074,
          30.886116571428573,
          30.75876385714286,
          33.00867125,
          33.5818758,
          35.86054452941177,
          37.048700352941175,
          37.79798076923077,
          36.08377742857143,
          38.665809,
          39.209336533333335,
          39.38576971428571,
          40.44705642857143,
          30.902246466666668,
          27.749705764705883,
          30.003669692307692,
          34.01446678571428,
          34.58310376923077,
          36.829504307692304,
          36.36085346153846,
          39.38388033333333,
          39.44975853846154,
          41.203326153846156,
          41.079931200000004,
          42.8595744375,
          42.04157115789474,
          43.42292733333333
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.167185821,
        "time_to_acc50_sec": 0.167185821,
        "acc_per_sec": 16.975986524255717,
        "mobile_acc_per_sec": 3635.745924358244
      },
      "started": "2026-08-18T06:46:26.155127106+10:00",
      "ended": "2026-08-18T06:46:28.166524399+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|sgd|cnn|simd",
        "dtype": 26,
        "format": 0,
        "mode": "sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3824,
        "total_correct": 1598,
        "total_train": 185,
        "infer_ms": 680.158579,
        "train_ms": 1781.616064,
        "blocked_train": 1781616064,
        "duration": 2004880171,
        "avg_accuracy": 39.61692622393088,
        "soft_acc": 24.163186248682724,
        "adapt_pct": 25.46559676927117,
        "stability": 94.30052722082138,
        "consistency": 94.73684210526315,
        "throughput": 1907.3459128944621,
        "availability": 27.62879132474678,
        "score": 127.33434268859129,
        "zero_downtime": 6.675996306058458,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 19631752,
        "heap_mib": 18.72229766845703,
        "mobile_score": 872678.0112355052,
        "mobile_throughput": 13071876.784047212,
        "mobile_availability": 189352.20583096522,
        "mobile_accuracy": 165600.89662678912,
        "soft_acc_blocks": [
          25.507243866666666,
          25.572887769230768,
          25.449705153846153,
          25.49208025,
          25.5363131875,
          25.599002615384617,
          25.5893054,
          25.611672875,
          25.613132357142856,
          25.67026305882353,
          25.71668246666667,
          25.695660857142858,
          25.70210692857143,
          25.651394117647058,
          25.60532835714286,
          25.697417923076923,
          25.732660875,
          25.878247,
          25.6493155,
          0,
          0,
          25.82904225,
          25.846467769230767,
          25.8149446,
          25.4760065,
          25.203424470588235,
          25.177513857142856,
          25.211582,
          25.164248642857142,
          25.2359415,
          25.143642800000002,
          25.375831615384616,
          25.347113666666665,
          25.18060266666667,
          25.196818583333336,
          25.2718412,
          25.18658676923077,
          25.569048
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.075407874,
        "time_to_acc50_sec": 0.075407874,
        "acc_per_sec": 12.052184763057705,
        "mobile_acc_per_sec": 82598.89993534637
      },
      "started": "2026-08-18T06:46:28.305586994+10:00",
      "ended": "2026-08-18T06:46:30.310850341+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|sgd|cnn|simd",
        "dtype": 27,
        "format": 0,
        "mode": "sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2576,
        "total_correct": 1791,
        "total_train": 145,
        "infer_ms": 818.489383,
        "train_ms": 1853.529054,
        "blocked_train": 1853529054,
        "duration": 2011999376,
        "avg_accuracy": 67.93638392857143,
        "soft_acc": 27.74195031055556,
        "adapt_pct": 26.494435315277777,
        "stability": 98.37248553838563,
        "consistency": 100,
        "throughput": 1280.3184885281994,
        "availability": 30.6318763248863,
        "score": 108.7999276109332,
        "zero_downtime": 8.497879909240789,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 18843440,
        "heap_mib": 17.970504760742188,
        "mobile_score": 496021.7082372256,
        "mobile_throughput": 5837005.3888128055,
        "mobile_availability": 139651.5232575825,
        "mobile_accuracy": 126476.27516887437,
        "soft_acc_blocks": [
          24.744020777777777,
          25.096379666666664,
          25.285611666666668,
          25.491255,
          25.87527988888889,
          26.355401,
          26.55105777777778,
          26.8450937,
          27.4447934,
          27.523497444444445,
          28.112646,
          28.297991,
          28.820333875,
          26.664155125,
          27.281252375,
          27.031192800000003,
          26.4660855,
          28.212732,
          27.4558442,
          27.831905,
          27.69748922222222,
          29.0792487,
          29.028048999999996,
          29.68260022222222,
          30.361697666666664,
          30.2716195,
          26.582404555555556,
          25.0200835,
          25.998009222222223,
          26.912299444444443,
          27.257008125,
          27.364315222222224,
          28.335740555555557,
          29.240319999999997,
          29.383565875,
          29.146466428571426,
          30.564492125,
          30.32927257142857,
          30.1743874,
          29.86241488888889
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.166078271,
        "time_to_acc50_sec": 0.265681619,
        "acc_per_sec": 13.788249957466965,
        "mobile_acc_per_sec": 62860.991249569044
      },
      "started": "2026-08-18T06:46:30.412032957+10:00",
      "ended": "2026-08-18T06:46:32.424323062+10:00"
    },
    {
      "cell": {
        "id": "int6|none|sgd|cnn|simd",
        "dtype": 28,
        "format": 0,
        "mode": "sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2360,
        "total_correct": 1530,
        "total_train": 140,
        "infer_ms": 856.618456,
        "train_ms": 1841.325071,
        "blocked_train": 1841325071,
        "duration": 2005419755,
        "avg_accuracy": 65.78507078507079,
        "soft_acc": 26.417509417167818,
        "adapt_pct": 25.189161466256316,
        "stability": 98.99715182670617,
        "consistency": 100,
        "throughput": 1176.810986386239,
        "availability": 31.750792684401507,
        "score": 98.7081829555837,
        "zero_downtime": 8.3877686474272,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 18957360,
        "heap_mib": 18.079147338867188,
        "mobile_score": 450013.18109058315,
        "mobile_throughput": 5365111.9863519,
        "mobile_availability": 144752.69212973476,
        "mobile_accuracy": 120438.11458528767,
        "soft_acc_blocks": [
          24.83130322222222,
          25.307471888888887,
          25.61498088888889,
          25.80556,
          26.006784222222223,
          26.532827857142856,
          26.582553444444443,
          26.81352042857143,
          27.0406404,
          27.039593125,
          27.4439389,
          27.582009555555558,
          27.797162,
          25.581315727272727,
          25.3293486,
          25.693736833333332,
          25.86980025,
          26.230540333333334,
          26.3453835,
          27.006299555555554,
          27.102680444444445,
          27.302365666666667,
          27.43536588888889,
          27.826222625,
          27.929877125,
          28.05242025,
          25.2880195,
          24.236096777777778,
          24.447648375,
          25.067325666666665,
          25.610462666666667,
          26.067391,
          26.265507666666664,
          26.6750838,
          26.989766,
          27.371962,
          27.32488225
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.118844925,
        "time_to_acc50_sec": 0.269562289,
        "acc_per_sec": 13.173057336900431,
        "mobile_acc_per_sec": 60056.31204390307
      },
      "started": "2026-08-18T06:46:32.513144765+10:00",
      "ended": "2026-08-18T06:46:34.51887353+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|sgd|cnn|simd",
        "dtype": 29,
        "format": 0,
        "mode": "sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2656,
        "total_correct": 1697,
        "total_train": 139,
        "infer_ms": 690.265703,
        "train_ms": 1823.420988,
        "blocked_train": 1823420988,
        "duration": 2005020903,
        "avg_accuracy": 64.04844779844781,
        "soft_acc": 26.948503442151242,
        "adapt_pct": 25.93531574409722,
        "stability": 98.82403919725348,
        "consistency": 100,
        "throughput": 1324.6744689923064,
        "availability": 27.460291907954414,
        "score": 98.02773491517013,
        "zero_downtime": 7.400137710039875,
        "weight_bytes": 238,
        "weight_mib": 0.0002269744873046875,
        "heap_bytes": 18995616,
        "heap_mib": 18.115631103515625,
        "mobile_score": 431888.78221180436,
        "mobile_throughput": 5836226.285706204,
        "mobile_availability": 120984.0464188034,
        "mobile_accuracy": 118729.21825780328,
        "soft_acc_blocks": [
          25.095744500000002,
          25.27604311111111,
          25.641713700000004,
          25.5989525,
          25.9885949,
          26.655189636363637,
          26.959144555555557,
          27.189881800000002,
          27.354557545454544,
          27.396752636363637,
          27.9591135,
          28.621957875,
          26.04824766666667,
          25.63952466666667,
          25.8343301,
          26.709658545454545,
          26.787446333333335,
          27.2198055,
          27.4510326,
          27.58970681818182,
          28.1073313,
          28.3878525,
          28.7125585,
          28.533519125,
          28.7645463,
          26.020569444444444,
          24.6287214,
          24.9665018,
          25.722672999999997,
          26.255704875,
          27.146791500000003,
          26.600589,
          27.383960000000002,
          27.8780665,
          28.103906125,
          28.178638499999998,
          28.685298999999997
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.116831336,
        "time_to_acc50_sec": 0.167134572,
        "acc_per_sec": 13.440509972654006,
        "mobile_acc_per_sec": 59215.95035750272
      },
      "started": "2026-08-18T06:46:34.61531902+10:00",
      "ended": "2026-08-18T06:46:36.62064539+10:00"
    },
    {
      "cell": {
        "id": "int5|none|sgd|cnn|simd",
        "dtype": 30,
        "format": 0,
        "mode": "sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2768,
        "total_correct": 1288,
        "total_train": 142,
        "infer_ms": 726.589642,
        "train_ms": 1644.592329,
        "blocked_train": 1644592329,
        "duration": 2012511149,
        "avg_accuracy": 46.75586706836707,
        "soft_acc": 25.84835134219219,
        "adapt_pct": 25.574910541887625,
        "stability": 99.37430003352212,
        "consistency": 100,
        "throughput": 1375.3961071844974,
        "availability": 30.642508710268867,
        "score": 108.93939453256787,
        "zero_downtime": 7.92058331149214,
        "weight_bytes": 192,
        "weight_mib": 0.00018310546875,
        "heap_bytes": 18968592,
        "heap_mib": 18.089859008789062,
        "mobile_score": 594954.346673864,
        "mobile_throughput": 7511496.606703602,
        "mobile_availability": 167348.95423634836,
        "mobile_accuracy": 141166.4627968256,
        "soft_acc_blocks": [
          24.68608609090909,
          24.822259181818183,
          24.828902,
          24.926057800000002,
          24.9944735,
          25.15572627272727,
          25.34599466666667,
          25.3612755,
          25.424816200000002,
          25.72146933333333,
          25.5422934,
          25.777537125,
          25.463092111111113,
          26.08884027272727,
          25.984204625,
          26.16984309090909,
          26.377988181818182,
          26.277808333333333,
          26.778334555555556,
          26.1270495,
          26.4160984,
          26.6297618,
          26.688647375,
          25.4624688,
          25.044987111111112,
          25.589035333333335,
          25.63103018181818,
          25.863419125,
          26.10252777777778,
          25.5084124,
          25.990449599999998,
          26.4444634,
          26.358574444444443,
          26.553246555555557,
          26.60661572727273,
          27.07703088888889,
          26.568178999999997
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.221815455,
        "time_to_acc50_sec": 0.872500287,
        "acc_per_sec": 12.843830134822369,
        "mobile_acc_per_sec": 70144.43764297657
      },
      "started": "2026-08-18T06:46:36.707594909+10:00",
      "ended": "2026-08-18T06:46:38.72039788+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|sgd|cnn|simd",
        "dtype": 31,
        "format": 0,
        "mode": "sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3288,
        "total_correct": 1925,
        "total_train": 170,
        "infer_ms": 789.419872,
        "train_ms": 1812.437731,
        "blocked_train": 1812437731,
        "duration": 2011588183,
        "avg_accuracy": 59.3142361111111,
        "soft_acc": 26.3100013076588,
        "adapt_pct": 25.784345229987377,
        "stability": 99.29948472078614,
        "consistency": 100,
        "throughput": 1634.5293871712904,
        "availability": 30.34062552423243,
        "score": 130.47825296615062,
        "zero_downtime": 7.982618972177412,
        "weight_bytes": 200,
        "weight_mib": 0.00019073486328125,
        "heap_bytes": 18829416,
        "heap_mib": 17.957130432128906,
        "mobile_score": 684081.8229111717,
        "mobile_throughput": 8569641.433412615,
        "mobile_availability": 159072.25874848771,
        "mobile_accuracy": 137940.1796558982,
        "soft_acc_blocks": [
          24.92450558333333,
          25.0976073,
          25.130823666666668,
          25.337998272727273,
          25.383368363636365,
          25.51913854545455,
          25.862123125,
          26.07213966666667,
          26.12602890909091,
          26.419741625,
          26.914322,
          27.131754100000002,
          27.072846399999996,
          25.80363054545455,
          25.8291707,
          26.23500118181818,
          26.438681000000003,
          26.618508444444444,
          26.75743218181818,
          26.724374363636365,
          27.090387099999997,
          27.092219999999998,
          27.106615777777776,
          27.065691727272725,
          27.148419545454544,
          27.379097416666667,
          26.02046681818182,
          24.97286025,
          25.2259859,
          25.748965444444444,
          26.1312632,
          26.2195535,
          26.359850166666664,
          26.62011,
          26.43265627272727,
          26.66033090909091,
          26.807420769230767,
          26.828811636363636,
          26.975146272727272,
          27.115003625
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.117476074,
        "time_to_acc50_sec": 0.367879547,
        "acc_per_sec": 13.079218465293001,
        "mobile_acc_per_sec": 68572.77290731538
      },
      "started": "2026-08-18T06:46:38.812600879+10:00",
      "ended": "2026-08-18T06:46:40.824477394+10:00"
    },
    {
      "cell": {
        "id": "int3|none|sgd|cnn|simd",
        "dtype": 32,
        "format": 0,
        "mode": "sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3520,
        "total_correct": 835,
        "total_train": 181,
        "infer_ms": 792.881524,
        "train_ms": 1785.40659,
        "blocked_train": 1785406590,
        "duration": 2009257667,
        "avg_accuracy": 23.374464077589074,
        "soft_acc": 24.96966012364469,
        "adapt_pct": 24.87779554318182,
        "stability": 99.71944469634572,
        "consistency": 100,
        "throughput": 1751.890789226487,
        "availability": 30.752246798745475,
        "score": 134.52298998359203,
        "zero_downtime": 7.678731506031149,
        "weight_bytes": 115,
        "weight_mib": 0.00010967254638671875,
        "heap_bytes": 18981408,
        "heap_mib": 18.102081298828125,
        "mobile_score": 1226587.6412611739,
        "mobile_throughput": 15973831.619164808,
        "mobile_availability": 280400.5907760116,
        "mobile_accuracy": 227674.6637722683,
        "soft_acc_blocks": [
          25.154456272727273,
          25.180756583333334,
          25.17156009090909,
          25.17044125,
          25.217464,
          25.18189083333333,
          25.116397,
          25.19081236363636,
          25.278812666666667,
          25.097548000000003,
          25.217910214285716,
          25.175627,
          25.082952583333334,
          24.6162085,
          24.578482583333336,
          24.602014099999998,
          24.7184979,
          24.589838333333333,
          24.610882857142858,
          24.710023500000002,
          24.513708454545455,
          24.623561692307696,
          24.509630384615384,
          24.501883666666668,
          24.547975272727275,
          24.67285530769231,
          24.530298199999997,
          25.17638775,
          25.191438545454545,
          25.24458208333333,
          25.18982292307692,
          25.202499583333335,
          25.142735272727272,
          25.15805,
          25.1288679,
          25.18656172727273,
          25.1828833,
          25.063890416666666,
          25.173985666666667,
          25.182210166666668
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.070891998,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.427306130888931,
        "mobile_acc_per_sec": 113312.82568263472
      },
      "started": "2026-08-18T06:46:40.915574197+10:00",
      "ended": "2026-08-18T06:46:42.92511301+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|sgd|cnn|simd",
        "dtype": 33,
        "format": 0,
        "mode": "sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4040,
        "total_correct": 1051,
        "total_train": 178,
        "infer_ms": 786.889005,
        "train_ms": 1704.21503,
        "blocked_train": 1704215030,
        "duration": 2009992354,
        "avg_accuracy": 25.49679973746716,
        "soft_acc": 24.314607373551606,
        "adapt_pct": 24.97785639530678,
        "stability": 96.05410916352568,
        "consistency": 97.43589743589743,
        "throughput": 2009.957894596051,
        "availability": 31.58796236304117,
        "score": 154.37459551923254,
        "zero_downtime": 7.680489025878715,
        "weight_bytes": 123,
        "weight_mib": 0.00011730194091796875,
        "heap_bytes": 18988672,
        "heap_mib": 18.1090087890625,
        "mobile_score": 1316044.68187947,
        "mobile_throughput": 17134907.392552428,
        "mobile_availability": 269287.63595762814,
        "mobile_accuracy": 207282.22553926217,
        "soft_acc_blocks": [
          24.966369785714285,
          24.92277776923077,
          24.858964,
          24.82003192307692,
          24.926990333333332,
          0,
          24.812312071428572,
          24.822124777777777,
          24.836794285714287,
          24.85498075,
          24.938878428571428,
          24.808691538461538,
          24.919688692307695,
          24.9867135,
          25.167333466666665,
          25.008897714285716,
          25.14806569230769,
          25.135708249999997,
          25.092848692307694,
          25.144514923076922,
          24.977540333333334,
          25.06628541666667,
          25.040024000000003,
          25.143447928571426,
          25.18214783333333,
          24.985063416666666,
          24.90730135714286,
          24.942743399999998,
          24.905109615384617,
          24.86600478571429,
          24.851800692307695,
          24.960658538461537,
          24.874980470588234,
          24.8403342,
          25.026556538461538,
          24.82060273333333,
          24.86431707142857,
          24.898122642857142,
          24.94396
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.067287161,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.096865605067673,
        "mobile_acc_per_sec": 103125.87763170277
      },
      "started": "2026-08-18T06:46:43.017104185+10:00",
      "ended": "2026-08-18T06:46:45.027381591+10:00"
    },
    {
      "cell": {
        "id": "float64|none|sgd|bicameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1000,
        "total_correct": 434,
        "total_train": 55,
        "infer_ms": 671.15073,
        "train_ms": 1910.316607,
        "blocked_train": 1910316607,
        "duration": 2018384110,
        "avg_accuracy": 38.72258771929825,
        "soft_acc": 23.027519000000005,
        "adapt_pct": 24.999918333333337,
        "stability": 93.25823233896132,
        "consistency": 92.10526315789474,
        "throughput": 495.44583463848215,
        "availability": 25.99880774706854,
        "score": 29.66174953552167,
        "zero_downtime": 5.986880393729681,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 19010496,
        "heap_mib": 18.12982177734375,
        "mobile_score": 245.16489059906016,
        "mobile_throughput": 4095.0357193678356,
        "mobile_availability": 214.88937627845678,
        "mobile_accuracy": 190.33061989960908,
        "soft_acc_blocks": [
          25.00235,
          25.00196,
          25.001024,
          0,
          0,
          25.002814,
          25.001688,
          25.003058,
          25.0033955,
          25.00257575,
          25.003434,
          25.003336666666666,
          24.997316,
          24.99659225,
          25.000035999999998,
          24.99844775,
          24.99591275,
          24.999414333333334,
          24.99741675,
          24.998456,
          24.9985094,
          24.998621,
          24.997357,
          0,
          25.001444000000003,
          25.000438333333335,
          25.001583333333333,
          25.003489,
          25.00207325,
          25.002817,
          25.00393875,
          25.004582,
          25.0033025,
          25.003574399999998,
          25.003494333333332,
          25.00404275,
          25.0030972,
          25.00413
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.076107405,
        "time_to_acc50_sec": 0.38209978,
        "acc_per_sec": 11.408888370608508,
        "mobile_acc_per_sec": 94.29851283342151
      },
      "started": "2026-08-18T06:46:45.125105569+10:00",
      "ended": "2026-08-18T06:46:47.145998788+10:00"
    },
    {
      "cell": {
        "id": "float32|none|sgd|bicameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2088,
        "total_correct": 805,
        "total_train": 102,
        "infer_ms": 441.708362,
        "train_ms": 1792.810531,
        "blocked_train": 1792810531,
        "duration": 2010078867,
        "avg_accuracy": 37.058507371007366,
        "soft_acc": 24.32488674276647,
        "adapt_pct": 25.00004573139881,
        "stability": 95.94585204530871,
        "consistency": 97.2972972972973,
        "throughput": 1038.7652117930556,
        "availability": 19.767492831845125,
        "score": 49.94819672349665,
        "zero_downtime": 4.808420243230807,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 26718408,
        "heap_mib": 25.48065948486328,
        "mobile_score": 825.6791576418404,
        "mobile_throughput": 17171.526527953007,
        "mobile_availability": 326.77069245246616,
        "mobile_accuracy": 402.10764978533064,
        "soft_acc_blocks": [
          24.999738285714283,
          24.99987475,
          24.999918,
          25.0005,
          25.000317,
          25.0007255,
          25.000923857142855,
          25.00105125,
          25.001083499999996,
          25.001970166666666,
          25.001601545454545,
          25.00151925,
          24.999750333333335,
          25.000268142857145,
          25.00167342857143,
          25.000968875,
          25.001547857142857,
          25.0018341,
          25.00233725,
          0,
          25.0015328,
          25.0016844,
          25.002750666666667,
          25.001329,
          24.998341571428572,
          24.998045125,
          24.999439,
          24.99851257142857,
          24.999631,
          24.999035000000003,
          24.99915375,
          25.000415142857143,
          24.999778833333334,
          24.999777625,
          24.999867571428574,
          25.002006166666664,
          25.001906166666668
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.158423548,
        "time_to_acc50_sec": 0.708363836,
        "acc_per_sec": 12.101458874134053,
        "mobile_acc_per_sec": 200.04570785098986
      },
      "started": "2026-08-18T06:46:47.287442993+10:00",
      "ended": "2026-08-18T06:46:49.300750655+10:00"
    },
    {
      "cell": {
        "id": "float16|none|sgd|bicameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 536,
        "total_correct": 152,
        "total_train": 36,
        "infer_ms": 537.680061,
        "train_ms": 1995.999728,
        "blocked_train": 1995999728,
        "duration": 2045778642,
        "avg_accuracy": 25.625,
        "soft_acc": 23.125317062499995,
        "adapt_pct": 21.875785,
        "stability": 93.41512587692628,
        "consistency": 92.5,
        "throughput": 262.0029308136652,
        "availability": 21.221310732885197,
        "score": 12.857781756056436,
        "zero_downtime": 4.907495391798044,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 19504024,
        "heap_mib": 18.600486755371094,
        "mobile_score": 425.0965242350433,
        "mobile_throughput": 8662.188963957304,
        "mobile_availability": 701.6066692850873,
        "mobile_accuracy": 764.5558224280488,
        "soft_acc_blocks": [
          24.9984825,
          24.997222,
          24.998073,
          24.9983135,
          24.998239,
          24.9983485,
          24.998881,
          25.000422,
          24.997146,
          24.999156,
          24.999509,
          24.9993725,
          24.998708,
          24.9973715,
          25.0004895,
          25.0001875,
          24.998758,
          0,
          0,
          25.000468,
          24.9999875,
          25.000687,
          25.0003995,
          25.00069,
          25.001861,
          25.0008045,
          25.000642,
          25.0009215,
          25.002705,
          25.0025765,
          25.002271,
          25.001687,
          25.00321,
          25.002071,
          25.002242,
          25.004102,
          24.999731,
          0,
          25.003094,
          25.0038525
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.118313209,
        "time_to_acc50_sec": 1.4683142390000001,
        "acc_per_sec": 11.30391948949675,
        "mobile_acc_per_sec": 373.7236310574645
      },
      "started": "2026-08-18T06:46:49.48635316+10:00",
      "ended": "2026-08-18T06:46:51.534659453+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|sgd|bicameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 664,
        "total_correct": 333,
        "total_train": 42,
        "infer_ms": 460.317135,
        "train_ms": 1929.250479,
        "blocked_train": 1929250479,
        "duration": 2007075176,
        "avg_accuracy": 47.63513513513514,
        "soft_acc": 23.651912085585582,
        "adapt_pct": 25.002802552083335,
        "stability": 94.34611136493855,
        "consistency": 94.5945945945946,
        "throughput": 330.82966096133913,
        "availability": 19.26361624182943,
        "score": 15.073305932844951,
        "zero_downtime": 4.556213578022082,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 18977032,
        "heap_mib": 18.09790802001953,
        "mobile_score": 498.34489979312735,
        "mobile_throughput": 10937.698403714123,
        "mobile_availability": 636.8825092821457,
        "mobile_accuracy": 781.9658017106503,
        "soft_acc_blocks": [
          25.001165,
          25.000600333333335,
          25.0030645,
          25.002702,
          25.0044545,
          25.00410225,
          25.005316,
          25.0064845,
          25.004115,
          25.004938,
          25.006324000000003,
          25.004906333333334,
          0,
          0,
          25.004771,
          25.00315375,
          25.0011985,
          25.004121666666666,
          25.004716000000002,
          25.002202,
          25.00412,
          25.005364,
          25.005012,
          25.0064065,
          25.003473,
          25.00118,
          25.002734,
          25.0018435,
          25.0026955,
          24.999569,
          25.001673,
          25.0034545,
          25.002254,
          25.0017995,
          25.002912,
          25.00423533333333,
          25.003686
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.068858721,
        "time_to_acc50_sec": 0.168817017,
        "acc_per_sec": 11.784268157171201,
        "mobile_acc_per_sec": 389.6046401555666
      },
      "started": "2026-08-18T06:46:51.710848539+10:00",
      "ended": "2026-08-18T06:46:53.720468397+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|sgd|bicameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 616,
        "total_correct": 149,
        "total_train": 40,
        "infer_ms": 533.426108,
        "train_ms": 1965.921771,
        "blocked_train": 1965921771,
        "duration": 2043357242,
        "avg_accuracy": 23.023504273504273,
        "soft_acc": 23.71794871794872,
        "adapt_pct": 18.75,
        "stability": 94.48568893138292,
        "consistency": 94.87179487179486,
        "throughput": 301.46466185084245,
        "availability": 21.34261150606318,
        "score": 15.260230573429599,
        "zero_downtime": 5.0620296520790875,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 19370296,
        "heap_mib": 18.47295379638672,
        "mobile_score": 1009.0497877263535,
        "mobile_throughput": 19933.699663571002,
        "mobile_availability": 1411.234090211988,
        "mobile_accuracy": 1568.298133110846,
        "soft_acc_blocks": [
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          0,
          0,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.116905607,
        "time_to_acc50_sec": 1.966552807,
        "acc_per_sec": 11.607343165668883,
        "mobile_acc_per_sec": 767.5104973694296
      },
      "started": "2026-08-18T06:46:53.821074921+10:00",
      "ended": "2026-08-18T06:46:55.867387261+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|sgd|bicameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 616,
        "total_correct": 77,
        "total_train": 38,
        "infer_ms": 617.675058,
        "train_ms": 1977.356957,
        "blocked_train": 1977356957,
        "duration": 2053197224,
        "avg_accuracy": 12.96875,
        "soft_acc": 24.373763574999995,
        "adapt_pct": 24.9990249375,
        "stability": 96.09707398407484,
        "consistency": 97.5,
        "throughput": 300.01988742217395,
        "availability": 23.80221339966783,
        "score": 17.40563942680275,
        "zero_downtime": 5.801495219652006,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 19109736,
        "heap_mib": 18.224464416503906,
        "mobile_score": 1150.910314516277,
        "mobile_throughput": 19838.167074889236,
        "mobile_availability": 1573.8699531952388,
        "mobile_accuracy": 1611.6624741089163,
        "soft_acc_blocks": [
          24.9973165,
          24.9974335,
          24.9966945,
          24.9958785,
          24.9974295,
          24.997052,
          24.996629,
          24.99751,
          24.9967615,
          24.997638,
          0,
          24.997345,
          24.996585,
          24.9981645,
          24.9987345,
          24.9984875,
          24.9982995,
          24.997586,
          24.998471,
          24.999859,
          24.999216,
          24.997817,
          24.9989345,
          24.9981475,
          24.9994175,
          24.9995205,
          25.0002665,
          24.999436,
          25.0001545,
          25.000371,
          25.001071,
          25.000736,
          25.0006965,
          25.00051,
          25.0001925,
          24.9994365,
          25.0003125,
          24.999959,
          25.0000265,
          25.0004465
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 1.319925153,
        "time_to_acc50_sec": 1.58391959,
        "acc_per_sec": 11.871126304912634,
        "mobile_acc_per_sec": 784.9525877349016
      },
      "started": "2026-08-18T06:46:55.971730549+10:00",
      "ended": "2026-08-18T06:46:58.02794886+10:00"
    },
    {
      "cell": {
        "id": "int64|none|sgd|bicameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 568,
        "total_correct": 107,
        "total_train": 35,
        "infer_ms": 633.501225,
        "train_ms": 1978.326066,
        "blocked_train": 1978326066,
        "duration": 2056586905,
        "avg_accuracy": 18.4375,
        "soft_acc": 24.374411862500004,
        "adapt_pct": 24.999347625,
        "stability": 96.09696996847745,
        "consistency": 97.5,
        "throughput": 276.1857515571412,
        "availability": 24.255096314482916,
        "score": 16.32820402333572,
        "zero_downtime": 5.912037073338126,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 19694904,
        "heap_mib": 18.78252410888672,
        "mobile_score": 134.95840318745488,
        "mobile_throughput": 2282.773289702208,
        "mobile_availability": 200.47698222549533,
        "mobile_accuracy": 201.46316758996093,
        "soft_acc_blocks": [
          24.9984955,
          24.9969765,
          24.9981015,
          24.9992285,
          24.9991855,
          24.998664,
          24.9996325,
          24.998883,
          0,
          24.9990955,
          24.9992075,
          24.999872,
          24.9991655,
          25.000387,
          25.0010285,
          25.0005,
          25.000442,
          25.0010715,
          25.001979,
          25.002526,
          25.002807,
          25.002871,
          25.00156,
          25.002409,
          25.002418,
          25.0025395,
          24.9996435,
          24.997877,
          24.9975655,
          24.9973375,
          24.9971,
          24.997607,
          24.9979185,
          24.996853,
          24.99765,
          24.9980955,
          24.996651,
          24.9965745,
          24.997185,
          24.9993705
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.616790993,
        "time_to_acc50_sec": 0.967087555,
        "acc_per_sec": 11.851875455999757,
        "mobile_acc_per_sec": 97.9599583660487
      },
      "started": "2026-08-18T06:46:58.14012682+10:00",
      "ended": "2026-08-18T06:47:00.199774813+10:00"
    },
    {
      "cell": {
        "id": "int32|none|sgd|bicameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 552,
        "total_correct": 212,
        "total_train": 34,
        "infer_ms": 625.333111,
        "train_ms": 1936.588544,
        "blocked_train": 1936588544,
        "duration": 2031603309,
        "avg_accuracy": 37.34375,
        "soft_acc": 24.376440725000002,
        "adapt_pct": 25.001017687500003,
        "stability": 96.09664538986705,
        "consistency": 97.5,
        "throughput": 271.70658639638987,
        "availability": 24.408752304332275,
        "score": 16.166501235611307,
        "zero_downtime": 5.949985037177629,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 19169232,
        "heap_mib": 18.281204223632812,
        "mobile_score": 267.24374447648444,
        "mobile_throughput": 4491.502798858319,
        "mobile_availability": 403.4940070668987,
        "mobile_accuracy": 402.95987371764414,
        "soft_acc_blocks": [
          25.0020525,
          25.0016755,
          25.00189,
          25.0009675,
          0,
          25.0014175,
          25.002239,
          25.001939,
          25.001073,
          25.002067,
          25.0019305,
          25.004664,
          25.0027245,
          25.002582,
          24.999577,
          25.0022825,
          25.0012845,
          25.0023835,
          25.0024205,
          25.001874,
          25.000873,
          24.99949,
          25.003176,
          24.999917,
          25.001134,
          25.004292,
          25.001035,
          25.000722,
          24.999647,
          25.0010115,
          25.001337,
          25.0011085,
          25.000516,
          25.000866,
          25.000305,
          25.002403,
          25.001304,
          25.000391,
          25.000583,
          25.000474
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071205592,
        "time_to_acc50_sec": 0.071205592,
        "acc_per_sec": 11.9986222787748,
        "mobile_acc_per_sec": 198.34574591040112
      },
      "started": "2026-08-18T06:47:00.31420204+10:00",
      "ended": "2026-08-18T06:47:02.348769718+10:00"
    },
    {
      "cell": {
        "id": "int16|none|sgd|bicameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 464,
        "total_correct": 127,
        "total_train": 29,
        "infer_ms": 865.254568,
        "train_ms": 1985.500166,
        "blocked_train": 1985500166,
        "duration": 2065441681,
        "avg_accuracy": 24.642857142857142,
        "soft_acc": 22.856918071428577,
        "adapt_pct": 24.9996301875,
        "stability": 93.00152660674694,
        "consistency": 91.42857142857143,
        "throughput": 224.64928652710773,
        "availability": 30.351771679281896,
        "score": 15.584998392824065,
        "zero_downtime": 6.937479585960525,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 19147160,
        "heap_mib": 18.260154724121094,
        "mobile_score": 515.2621791762482,
        "mobile_throughput": 7427.224437805793,
        "mobile_availability": 1003.4726743717586,
        "mobile_accuracy": 755.6821706289031,
        "soft_acc_blocks": [
          24.996941,
          24.997439,
          0,
          24.997622,
          0,
          24.998822,
          24.9991315,
          24.998266,
          24.9996425,
          24.999918,
          24.998423,
          24.9993,
          24.9997395,
          24.9989315,
          24.9997495,
          24.99995,
          0,
          24.999067,
          25.0010125,
          25.000686,
          25.000936,
          25.000564,
          25.00103,
          24.9993585,
          24.9988055,
          25.0006475,
          24.999237,
          25.0016055,
          24.999646,
          25.001276,
          25.0022345,
          25.0002755,
          25.0003025,
          25.000395,
          25.001178
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.869544984,
        "time_to_acc50_sec": 1.319869374,
        "acc_per_sec": 11.066358484816778,
        "mobile_acc_per_sec": 365.8695268815499
      },
      "started": "2026-08-18T06:47:02.459909294+10:00",
      "ended": "2026-08-18T06:47:04.528477636+10:00"
    },
    {
      "cell": {
        "id": "int8|none|sgd|bicameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1792,
        "total_correct": 320,
        "total_train": 97,
        "infer_ms": 375.301207,
        "train_ms": 1912.37818,
        "blocked_train": 1912378180,
        "duration": 2046881457,
        "avg_accuracy": 17.985863095238095,
        "soft_acc": 24.998146722152782,
        "adapt_pct": 24.99802633779762,
        "stability": 99.99799014872215,
        "consistency": 100,
        "throughput": 875.4781542778909,
        "availability": 16.405323627632963,
        "score": 35.90359435386686,
        "zero_downtime": 4.101026870679686,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 19953368,
        "heap_mib": 19.029014587402344,
        "mobile_score": 2374.0476323117855,
        "mobile_throughput": 57889.1020998924,
        "mobile_availability": 1084.7665927714002,
        "mobile_accuracy": 1652.9484611759412,
        "soft_acc_blocks": [
          24.997699666666666,
          24.997801666666664,
          24.99796175,
          24.997698666666665,
          24.996737666666665,
          24.9965505,
          24.9971768,
          24.998118,
          24.997301,
          24.997053,
          24.99813511111111,
          24.99781,
          24.999403333333333,
          24.99572857142857,
          24.995489000000003,
          24.995899,
          24.996352,
          24.996216333333333,
          24.995749714285715,
          24.9966135,
          24.995772625,
          24.99627625,
          24.99537375,
          24.9967266,
          24.995933833333336,
          24.996187666666668,
          24.998311166666667,
          25.00094725,
          25.000253714285716,
          25.00123,
          24.99971,
          25.000883333333334,
          25.00099875,
          25.00040225,
          25.001097833333333,
          25.000929666666668,
          25.000946,
          25.001259666666666,
          24.99997425,
          25.001159
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.423894961,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.21279651377133,
        "mobile_acc_per_sec": 807.5447923587013
      },
      "started": "2026-08-18T06:47:04.666441692+10:00",
      "ended": "2026-08-18T06:47:06.718577307+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|sgd|bicameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 528,
        "total_correct": 158,
        "total_train": 34,
        "infer_ms": 617.945886,
        "train_ms": 2004.69675,
        "blocked_train": 2004696750,
        "duration": 2064950746,
        "avg_accuracy": 26.71875,
        "soft_acc": 23.124969025,
        "adapt_pct": 25.0014649375,
        "stability": 93.41522488036019,
        "consistency": 92.5,
        "throughput": 255.6961714572537,
        "availability": 23.561955316278933,
        "score": 13.93210417333116,
        "zero_downtime": 5.448694868573844,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 19728168,
        "heap_mib": 18.814247131347656,
        "mobile_score": 115.13563621618876,
        "mobile_throughput": 2113.0865095832514,
        "mobile_availability": 194.71722878946517,
        "mobile_accuracy": 191.10595126539516,
        "soft_acc_blocks": [
          24.99923,
          24.9974785,
          24.997746,
          24.9966765,
          24.998895,
          24.999166,
          24.997415,
          24.9996125,
          24.9992335,
          25.000751,
          24.9970005,
          24.998033,
          24.999155,
          24.995869,
          25.0021695,
          25.0029945,
          25.0029645,
          25.00188,
          0,
          25.002287,
          0,
          25.003415,
          25.0025405,
          25.003353,
          25.002522,
          25.0027265,
          25.003331,
          24.99795,
          24.9984805,
          25.0019495,
          25.0005965,
          24.9986455,
          24.997812,
          24.998114,
          25.002251,
          24.9980425,
          25.0005615,
          0,
          24.9989415,
          24.9989715
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.066393934,
        "time_to_acc50_sec": 0.921532593,
        "acc_per_sec": 11.198799327197124,
        "mobile_acc_per_sec": 92.54746227510995
      },
      "started": "2026-08-18T06:47:06.868597641+10:00",
      "ended": "2026-08-18T06:47:08.936750726+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|sgd|bicameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 504,
        "total_correct": 231,
        "total_train": 35,
        "infer_ms": 567.042708,
        "train_ms": 1966.619846,
        "blocked_train": 1966619846,
        "duration": 2036331844,
        "avg_accuracy": 40.9375,
        "soft_acc": 21.876060287500003,
        "adapt_pct": 21.876005375,
        "stability": 91.73162621086946,
        "consistency": 87.5,
        "throughput": 247.50386410988128,
        "availability": 22.380356338486582,
        "score": 12.117641291293312,
        "zero_downtime": 4.895940245164653,
        "weight_bytes": 63452,
        "weight_mib": 0.060512542724609375,
        "heap_bytes": 19181176,
        "heap_mib": 18.29259490966797,
        "mobile_score": 200.2500761939604,
        "mobile_throughput": 4090.1250049310165,
        "mobile_availability": 369.8465695011175,
        "mobile_accuracy": 361.5128253171784,
        "soft_acc_blocks": [
          25.0008905,
          25.001239,
          25.0010475,
          0,
          24.999622,
          25.0005595,
          25.000494,
          25.001766,
          25.0012105,
          25.00182,
          25.001193,
          25.0015665,
          25.0017475,
          0,
          24.999303,
          24.9983935,
          24.998151,
          24.997895,
          0,
          24.9982975,
          24.9987205,
          24.999971,
          25.000799,
          24.999998,
          24.999406,
          25.0004505,
          24.999804,
          25.001283,
          25.0035735,
          25.004283,
          25.003056,
          25.003377,
          25.0036955,
          0,
          0,
          25.002569,
          25.0046965,
          25.0029,
          25.00488,
          25.003753
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.066092737,
        "time_to_acc50_sec": 0.066092737,
        "acc_per_sec": 10.742875898128911,
        "mobile_acc_per_sec": 177.53139125254398
      },
      "started": "2026-08-18T06:47:09.061942411+10:00",
      "ended": "2026-08-18T06:47:11.101394457+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|sgd|bicameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 536,
        "total_correct": 170,
        "total_train": 34,
        "infer_ms": 613.412306,
        "train_ms": 1930.444707,
        "blocked_train": 1930444707,
        "duration": 2024607284,
        "avg_accuracy": 28.75,
        "soft_acc": 23.125906137500003,
        "adapt_pct": 21.8761745625,
        "stability": 93.41495830722488,
        "consistency": 92.5,
        "throughput": 264.74270058982955,
        "availability": 24.113474258389854,
        "score": 14.763269275031451,
        "zero_downtime": 5.5764594234854625,
        "weight_bytes": 31736,
        "weight_mib": 0.03026580810546875,
        "heap_bytes": 19411872,
        "heap_mib": 18.512603759765625,
        "mobile_score": 487.7870507731087,
        "mobile_throughput": 8747.25365558612,
        "mobile_availability": 796.7232916550731,
        "mobile_accuracy": 764.093463386539,
        "soft_acc_blocks": [
          24.9994435,
          24.999853,
          24.9999225,
          25.000227,
          24.9999715,
          25.000604,
          24.9998695,
          24.998808,
          24.999884,
          24.9997925,
          0,
          24.9998515,
          25.0005295,
          25.000509,
          25.000814,
          25.0011935,
          25.000879,
          25.001349,
          25.000736,
          25.000808,
          25.0017305,
          25.0017075,
          25.001517,
          25.0007755,
          25.001156,
          25.000141,
          25.0011915,
          25.002536,
          25.0020275,
          25.0014375,
          0,
          0,
          25.000808,
          25.0022835,
          25.001906,
          25.0018015,
          25.000987,
          25.002275,
          25.0030565,
          25.003863
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.068795127,
        "time_to_acc50_sec": 1.470936375,
        "acc_per_sec": 11.422415754531091,
        "mobile_acc_per_sec": 377.4032966417694
      },
      "started": "2026-08-18T06:47:11.244559285+10:00",
      "ended": "2026-08-18T06:47:13.272345001+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|sgd|bicameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1024,
        "total_correct": 435,
        "total_train": 65,
        "infer_ms": 476.764647,
        "train_ms": 1905.82751,
        "blocked_train": 1905827510,
        "duration": 2010607312,
        "avg_accuracy": 40.15252976190476,
        "soft_acc": 23.75185417845238,
        "adapt_pct": 25.002477392261905,
        "stability": 94.5509506675428,
        "consistency": 95,
        "throughput": 509.29885407678256,
        "availability": 20.01033393815541,
        "score": 24.20608498072909,
        "zero_downtime": 4.75282533761204,
        "weight_bytes": 15878,
        "weight_mib": 0.015142440795898438,
        "heap_bytes": 19397304,
        "heap_mib": 18.49871063232422,
        "mobile_score": 1598.5589976541748,
        "mobile_throughput": 33633.867943847865,
        "mobile_availability": 1321.4734802579194,
        "mobile_accuracy": 1568.561799157632,
        "soft_acc_blocks": [
          25.0015235,
          25.00137325,
          25.00251925,
          25.0011845,
          25.002425600000002,
          25.00290475,
          25.0009915,
          0,
          0,
          25.001646,
          25.0015085,
          25.00081675,
          25.0024115,
          25.0025505,
          25.0010215,
          25.003942,
          25.0035904,
          25.005169666666664,
          25.00479075,
          25.003558,
          25.001077,
          25.0036974,
          25.002689,
          25.0016535,
          25.0042885,
          25.00295125,
          25.003391571428573,
          25.006637,
          25.0003595,
          24.998326666666667,
          25.00013033333333,
          25.00067975,
          25.00116275,
          25.001594,
          25.002553000000002,
          25.000114,
          25.0014765,
          24.99974,
          24.9979645,
          24.999753
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.070506009,
        "time_to_acc50_sec": 0.320788755,
        "acc_per_sec": 11.813273550082654,
        "mobile_acc_per_sec": 780.1432879488266
      },
      "started": "2026-08-18T06:47:13.396205959+10:00",
      "ended": "2026-08-18T06:47:15.409815505+10:00"
    },
    {
      "cell": {
        "id": "int4|none|sgd|bicameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1480,
        "total_correct": 387,
        "total_train": 69,
        "infer_ms": 384.821286,
        "train_ms": 1890.835775,
        "blocked_train": 1890835775,
        "duration": 2024158173,
        "avg_accuracy": 26.161390692640698,
        "soft_acc": 24.37535460877435,
        "adapt_pct": 21.875070306250002,
        "stability": 96.0968193842796,
        "consistency": 97.5,
        "throughput": 731.1681565904978,
        "availability": 16.910337352452245,
        "score": 30.138420160391206,
        "zero_downtime": 4.121954695200259,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 19473616,
        "heap_mib": 18.571487426757812,
        "mobile_score": 3985.6758807040446,
        "mobile_throughput": 96693.83036512017,
        "mobile_availability": 2236.319069199769,
        "mobile_accuracy": 3223.5353555618835,
        "soft_acc_blocks": [
          25.0012552,
          25.000794714285714,
          25.0012018,
          25.0017502,
          25.001085454545454,
          25.001663333333337,
          24.999897666666666,
          25.000868857142855,
          25.001482,
          25.0001385,
          25.0009832,
          25.0009924,
          25.000829,
          24.999886333333333,
          24.99956125,
          25.000281,
          25.0005534,
          24.9998908,
          24.999961,
          24.99989225,
          25.0010088,
          25.0002435,
          25.001241,
          24.9986515,
          24.999652125,
          24.9972025,
          0,
          25.000088666666667,
          24.999725599999998,
          25.000466199999998,
          25.00043175,
          25.000053,
          25.0005785,
          25.000117,
          25.000112166666668,
          24.9997236,
          25.00007625,
          25.000645000000002,
          25.000556333333336,
          25.0006425
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.070369291,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.042218307795432,
        "mobile_acc_per_sec": 1592.5313538043767
      },
      "started": "2026-08-18T06:47:15.547792739+10:00",
      "ended": "2026-08-18T06:47:17.574959291+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|sgd|bicameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 480,
        "total_correct": 107,
        "total_train": 29,
        "infer_ms": 618.192757,
        "train_ms": 1957.227312,
        "blocked_train": 1957227312,
        "duration": 2022196145,
        "avg_accuracy": 19.736842105263158,
        "soft_acc": 22.36734147368421,
        "adapt_pct": 21.874154625,
        "stability": 92.32806493061418,
        "consistency": 89.47368421052632,
        "throughput": 237.365698271569,
        "availability": 24.00356992015038,
        "score": 12.744070461864123,
        "zero_downtime": 5.368960449914583,
        "weight_bytes": 7949,
        "weight_mib": 0.007580757141113281,
        "heap_bytes": 19224664,
        "heap_mib": 18.334068298339844,
        "mobile_score": 1681.1078662246364,
        "mobile_throughput": 31311.608306806986,
        "mobile_availability": 3166.381599269292,
        "mobile_accuracy": 2950.541886163026,
        "soft_acc_blocks": [
          24.9999915,
          24.995796,
          0,
          24.9951235,
          25.000481,
          24.9978095,
          24.996433,
          24.997087,
          24.997661,
          24.9963885,
          24.9990185,
          24.9983015,
          25.000683,
          24.995754,
          24.9979125,
          24.999695,
          24.997181,
          25.000868,
          24.9976725,
          25.0002315,
          24.9978565,
          0,
          25.002993,
          24.995763,
          24.996419,
          25.001526,
          24.99764,
          25.001696,
          0,
          24.9998565,
          25.000521,
          25.0008365,
          25.0013235,
          0,
          24.9997845,
          24.9984985,
          24.9996295,
          25.000544
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.319183966,
        "time_to_acc50_sec": 1.219240613,
        "acc_per_sec": 11.060915890374329,
        "mobile_acc_per_sec": 1459.0779897679145
      },
      "started": "2026-08-18T06:47:17.708377262+10:00",
      "ended": "2026-08-18T06:47:19.73362361+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|sgd|bicameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 648,
        "total_correct": 176,
        "total_train": 39,
        "infer_ms": 454.62193,
        "train_ms": 1960.042102,
        "blocked_train": 1960042102,
        "duration": 2046655579,
        "avg_accuracy": 25.468749999999996,
        "soft_acc": 23.75,
        "adapt_pct": 25,
        "stability": 94.55137632057416,
        "consistency": 95,
        "throughput": 316.6140930838076,
        "availability": 18.827543872571336,
        "score": 14.157531104498208,
        "zero_downtime": 4.471541669735693,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 20151384,
        "heap_mib": 19.217857360839844,
        "mobile_score": 1872.2723338920814,
        "mobile_throughput": 41870.8461684256,
        "mobile_availability": 2489.861349946445,
        "mobile_accuracy": 3140.834909824694,
        "soft_acc_blocks": [
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          0,
          0,
          25
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.176418931,
        "time_to_acc50_sec": 0.926216545,
        "acc_per_sec": 11.604297393117946,
        "mobile_acc_per_sec": 1534.6182044754753
      },
      "started": "2026-08-18T06:47:19.983507346+10:00",
      "ended": "2026-08-18T06:47:22.039194001+10:00"
    },
    {
      "cell": {
        "id": "int2|none|sgd|bicameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1080,
        "total_correct": 120,
        "total_train": 60,
        "infer_ms": 256.849194,
        "train_ms": 1920.2104,
        "blocked_train": 1920210400,
        "duration": 2004855660,
        "avg_accuracy": 10.225694444444445,
        "soft_acc": 23.60782049907407,
        "adapt_pct": 24.996430870833333,
        "stability": 94.27426181415413,
        "consistency": 94.44444444444444,
        "throughput": 538.6921470446406,
        "availability": 11.797986362333821,
        "score": 15.00390925079867,
        "zero_downtime": 2.785247442925007,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 19752008,
        "heap_mib": 18.83698272705078,
        "mobile_score": 3967.9039461703574,
        "mobile_throughput": 142461.4518989864,
        "mobile_availability": 3120.071966676053,
        "mobile_accuracy": 6243.277172165723,
        "soft_acc_blocks": [
          24.99635075,
          24.99583025,
          24.996914,
          24.997261,
          24.9974034,
          24.996613,
          24.9971735,
          24.9959385,
          24.9967835,
          24.996834200000002,
          24.995012199999998,
          24.9947275,
          24.99494,
          24.9934875,
          24.9902035,
          24.9940678,
          24.995277,
          24.9955545,
          24.9945272,
          24.994670166666666,
          24.993523999999997,
          24.994136,
          24.995473,
          24.9948704,
          24.993682999999997,
          24.995846399999998,
          24.99464025,
          25.002854666666668,
          25.001589,
          24.99966425,
          25.0027212,
          25.00050333333333,
          0,
          0,
          25.000307,
          25.002156
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 1.416415807,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.775321770083972,
        "mobile_acc_per_sec": 3114.078133767357
      },
      "started": "2026-08-18T06:47:22.22618114+10:00",
      "ended": "2026-08-18T06:47:24.234106846+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|sgd|bicameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 456,
        "total_correct": 160,
        "total_train": 29,
        "infer_ms": 590.897759,
        "train_ms": 2004.85863,
        "blocked_train": 2004858630,
        "duration": 2066210594,
        "avg_accuracy": 29.0625,
        "soft_acc": 20.001244574999998,
        "adapt_pct": 21.8773569375,
        "stability": 89.9993766109689,
        "consistency": 80,
        "throughput": 220.69386408344008,
        "availability": 22.763991316906278,
        "score": 10.048371670079344,
        "zero_downtime": 4.5530815783261875,
        "weight_bytes": 3985,
        "weight_mib": 0.0038003921508789062,
        "heap_bytes": 19950520,
        "heap_mib": 19.02629852294922,
        "mobile_score": 2644.0354761167173,
        "mobile_throughput": 58071.339830654266,
        "mobile_availability": 5989.9058868547845,
        "mobile_accuracy": 5262.942291461781,
        "soft_acc_blocks": [
          25.0072835,
          25.0044765,
          25.005518,
          25.005483,
          25.0043305,
          25.004086,
          25.0056945,
          0,
          0,
          0,
          0,
          25.0088745,
          25.0011475,
          25.00562,
          25.005499,
          25.005499,
          25.0037785,
          25.0030045,
          0,
          25.006099,
          25.004889,
          25.0034575,
          0,
          25.0039945,
          25.0027455,
          25.00522,
          25.009004,
          24.995544,
          0,
          24.993911,
          24.9936595,
          24.998022,
          24.992408,
          24.9946785,
          24.9928735,
          24.9931335,
          0,
          24.996524,
          25.0010005,
          24.992324
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.067790181,
        "time_to_acc50_sec": 0.067790181,
        "acc_per_sec": 9.680157788891869,
        "mobile_acc_per_sec": 2547.147084979945
      },
      "started": "2026-08-18T06:47:24.461963125+10:00",
      "ended": "2026-08-18T06:47:26.531292515+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|sgd|bicameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1416,
        "total_correct": 269,
        "total_train": 72,
        "infer_ms": 338.673622,
        "train_ms": 1898.659982,
        "blocked_train": 1898659982,
        "duration": 2009525497,
        "avg_accuracy": 18.830357142857142,
        "soft_acc": 24.996417182857147,
        "adapt_pct": 24.997164887500002,
        "stability": 99.99213263011745,
        "consistency": 100,
        "throughput": 704.6439580457834,
        "availability": 15.13737698278455,
        "score": 26.662331480935705,
        "zero_downtime": 3.78380190115862,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 19493656,
        "heap_mib": 18.590599060058594,
        "mobile_score": 7051.067060517941,
        "mobile_throughput": 186348.73718835192,
        "mobile_availability": 4003.2005566457233,
        "mobile_accuracy": 6610.502684472034,
        "soft_acc_blocks": [
          24.99427475,
          24.99342916666667,
          24.9953955,
          24.994418,
          24.996559,
          24.99616525,
          24.995193,
          24.9931355,
          24.9941924,
          24.9946864,
          24.9953246,
          24.99709725,
          24.99436,
          24.988830999999998,
          24.987905,
          24.9861155,
          24.98774775,
          24.987838333333332,
          24.98775525,
          24.98584,
          24.98661975,
          24.9874495,
          24.987454399999997,
          24.989001,
          24.988614833333333,
          24.987557166666665,
          24.9961902,
          25.0058028,
          25.0092146,
          25.0089,
          25.005804833333332,
          25.0077552,
          25.0056965,
          25.006163666666666,
          25.0079705,
          25.0077795,
          25.006608,
          25.005875,
          25.004890714285715,
          25.0050755
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 1.41795742,
        "time_to_acc50_sec": 1.467984927,
        "acc_per_sec": 12.438964929867296,
        "mobile_acc_per_sec": 3289.583881538595
      },
      "started": "2026-08-18T06:47:26.706898062+10:00",
      "ended": "2026-08-18T06:47:28.71944975+10:00"
    },
    {
      "cell": {
        "id": "binary|none|sgd|bicameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1336,
        "total_correct": 468,
        "total_train": 71,
        "infer_ms": 416.773778,
        "train_ms": 1956.963154,
        "blocked_train": 1956963154,
        "duration": 2113612744,
        "avg_accuracy": 33.46205357142857,
        "soft_acc": 24.382313172083332,
        "adapt_pct": 25.002172937500003,
        "stability": 96.09568990247361,
        "consistency": 97.5,
        "throughput": 632.0930850708382,
        "availability": 17.55770710652616,
        "score": 27.05974778645285,
        "zero_downtime": 4.280975132550339,
        "weight_bytes": 1983,
        "weight_mib": 0.0018911361694335938,
        "heap_bytes": 34157248,
        "heap_mib": 32.57489013671875,
        "mobile_score": 14308.725211763784,
        "mobile_throughput": 334239.8581801509,
        "mobile_availability": 9284.210936426009,
        "mobile_accuracy": 12892.944234357263,
        "soft_acc_blocks": [
          25.02686125,
          25.0192476,
          25.0236686,
          25.021529166666667,
          25.019642,
          25.01958833333333,
          25.0283915,
          25.022913199999998,
          25.0237125,
          25.0206986,
          25.019560333333335,
          25.0229075,
          24.98624625,
          25.00235875,
          24.9998378,
          25.00386225,
          24.991109,
          25.00537,
          25.003965,
          25.0107695,
          24.9967235,
          25.0077655,
          24.995566,
          24.999607,
          24.9940334,
          25.0018145,
          24.9987505,
          25.003203000000003,
          25.0022652,
          25.008398,
          25.0035965,
          25.0030975,
          25.0106695,
          24.99887625,
          24.999228600000002,
          24.9949018,
          25.002248,
          24.9963105,
          25.0032325,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.143782848,
        "time_to_acc50_sec": 0.143782848,
        "acc_per_sec": 11.535846971635847,
        "mobile_acc_per_sec": 6099.955761033802
      },
      "started": "2026-08-18T06:47:28.943606557+10:00",
      "ended": "2026-08-18T06:47:31.060600441+10:00"
    },
    {
      "cell": {
        "id": "int|none|sgd|bicameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 448,
        "total_correct": 162,
        "total_train": 28,
        "infer_ms": 655.426862,
        "train_ms": 1968.090836,
        "blocked_train": 1968090836,
        "duration": 2034153575,
        "avg_accuracy": 30.15625,
        "soft_acc": 21.251444962500006,
        "adapt_pct": 25.002267375,
        "stability": 91.07260731879941,
        "consistency": 85,
        "throughput": 220.23902497135694,
        "availability": 24.982749782845183,
        "score": 11.692920007078394,
        "zero_downtime": 5.309195320220434,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 19649008,
        "heap_mib": 18.738754272460938,
        "mobile_score": 96.64613514741956,
        "mobile_throughput": 1820.3537319362906,
        "mobile_availability": 206.49129647730382,
        "mobile_accuracy": 175.65073742746884,
        "soft_acc_blocks": [
          24.999736,
          24.998697,
          24.999153,
          25.001983,
          25.001513,
          24.9974,
          25.002391,
          25.0019585,
          25.000105,
          0,
          25.0015705,
          25.0027885,
          25.002039,
          24.998503,
          25.004469,
          25.00066,
          25.00077,
          0,
          0,
          25.0013905,
          25.000549,
          25.000838,
          25.000925,
          25.00491,
          25.003174,
          0,
          25.001154,
          25.003618,
          25.002153,
          25.002949,
          25.003748,
          25.0026715,
          25.0033765,
          0,
          25.004268,
          0,
          25.002729,
          25.0026225,
          25.001213,
          25.001773
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.065889248,
        "time_to_acc50_sec": 0.215821771,
        "acc_per_sec": 10.44731588788718,
        "mobile_acc_per_sec": 86.35077488063745
      },
      "started": "2026-08-18T06:47:31.257131363+10:00",
      "ended": "2026-08-18T06:47:33.294345766+10:00"
    },
    {
      "cell": {
        "id": "uint|none|sgd|bicameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 424,
        "total_correct": 179,
        "total_train": 27,
        "infer_ms": 613.692251,
        "train_ms": 1977.332279,
        "blocked_train": 1977332279,
        "duration": 2048726881,
        "avg_accuracy": 32.8125,
        "soft_acc": 19.375946062500002,
        "adapt_pct": 15.6254586875,
        "stability": 89.55993203405295,
        "consistency": 77.5,
        "throughput": 206.9577960499265,
        "availability": 23.685312272979523,
        "score": 9.49781754846226,
        "zero_downtime": 4.589253330747206,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 19650952,
        "heap_mib": 18.74060821533203,
        "mobile_score": 78.4904600556127,
        "mobile_throughput": 1710.310030822229,
        "mobile_availability": 195.73665711950898,
        "mobile_accuracy": 160.12382978493744,
        "soft_acc_blocks": [
          25.0006795,
          25.001445,
          0,
          25.0025325,
          25.001749,
          25.002524,
          25.003359,
          25.001902,
          0,
          0,
          25.001357,
          25.00114,
          25.000972,
          25.000434,
          0,
          24.9999995,
          25.0010855,
          24.998151,
          25.000552,
          25.000766,
          25.000857,
          24.999792,
          25.0011555,
          25.000633,
          0,
          25.0012895,
          25.0012995,
          0,
          25.000851,
          0,
          25.0013145,
          25.001333,
          0,
          25.0015755,
          25.0013555,
          0,
          25.00149,
          25.0016645,
          25.002455,
          25.002129
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.07621928,
        "time_to_acc50_sec": 0.226424042,
        "acc_per_sec": 9.457554465748235,
        "mobile_acc_per_sec": 78.15772383812318
      },
      "started": "2026-08-18T06:47:33.527384796+10:00",
      "ended": "2026-08-18T06:47:35.579249067+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|sgd|bicameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 432,
        "total_correct": 118,
        "total_train": 27,
        "infer_ms": 610.946425,
        "train_ms": 1947.113328,
        "blocked_train": 1947113328,
        "duration": 2015373405,
        "avg_accuracy": 23.355263157894736,
        "soft_acc": 21.712294828947368,
        "adapt_pct": 25.000557875000002,
        "stability": 91.54849972741503,
        "consistency": 86.8421052631579,
        "throughput": 214.35233735259098,
        "availability": 23.88319601539816,
        "score": 11.11543322784643,
        "zero_downtime": 5.185589933438658,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 20194904,
        "heap_mib": 19.259361267089844,
        "mobile_score": 91.85852047793495,
        "mobile_throughput": 1771.4189061806883,
        "mobile_availability": 197.37197869740976,
        "mobile_accuracy": 179.43153796032846,
        "soft_acc_blocks": [
          25.0044995,
          25.0047015,
          0,
          25.004103,
          25.007686,
          25.005541,
          25.0044315,
          0,
          25.0054455,
          25.002961,
          0,
          25.0062985,
          25.005953,
          25.00063,
          25.000053,
          25.004667,
          25.005787,
          24.998139,
          25.007976,
          25.0060775,
          0,
          25.002943,
          25.003286,
          25.004592,
          25.011661,
          25.004442,
          24.995047,
          24.996755,
          24.997082,
          24.995044,
          24.995905,
          24.998118,
          24.998556,
          24.996475,
          24.997935,
          0,
          24.9965875,
          24.997825
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071767153,
        "time_to_acc50_sec": 0.274541658,
        "acc_per_sec": 10.773335985818155,
        "mobile_acc_per_sec": 89.03141101057075
      },
      "started": "2026-08-18T06:47:35.782806851+10:00",
      "ended": "2026-08-18T06:47:37.801388115+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|sgd|bicameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 496,
        "total_correct": 55,
        "total_train": 30,
        "infer_ms": 658.402532,
        "train_ms": 2137.950097,
        "blocked_train": 2137950097,
        "duration": 2240149899,
        "avg_accuracy": 9.821428571428571,
        "soft_acc": 21.42768915873016,
        "adapt_pct": 18.7487619375,
        "stability": 91.25218238523638,
        "consistency": 85.71428571428571,
        "throughput": 221.4137545980355,
        "availability": 23.54504668588419,
        "score": 11.170676888707902,
        "zero_downtime": 5.045159416129162,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 33872704,
        "heap_mib": 32.30352783203125,
        "mobile_score": 92.3296103642781,
        "mobile_throughput": 1830.0632893601783,
        "mobile_availability": 194.60816995915076,
        "mobile_accuracy": 177.1074582805574,
        "soft_acc_blocks": [
          24.998587,
          24.9978095,
          24.999863,
          24.9984,
          24.998206,
          25.000223,
          24.998026,
          24.997436,
          25.000146,
          24.9995985,
          24.99932,
          0,
          24.9992845,
          24.998089,
          24.997441,
          0,
          24.9965305,
          24.9967915,
          24.997285,
          24.996690666666666,
          24.996936,
          0,
          24.997841,
          24.99673,
          24.997232,
          0,
          24.9968805,
          25.0010995,
          25.000055,
          25.000282,
          25.000573,
          24.9997805,
          25.00143,
          24.998698,
          25.000864,
          25.001668,
          24.999373,
          24.99814,
          25.003219,
          25.002416,
          0,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 1.446317107,
        "time_to_acc50_sec": 1.996786202,
        "acc_per_sec": 9.565292558455777,
        "mobile_acc_per_sec": 79.06053892180071
      },
      "started": "2026-08-18T06:47:38.032119441+10:00",
      "ended": "2026-08-18T06:47:40.278230578+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|sgd|bicameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 448,
        "total_correct": 109,
        "total_train": 29,
        "infer_ms": 628.078584,
        "train_ms": 1934.627471,
        "blocked_train": 1934627471,
        "duration": 2014954762,
        "avg_accuracy": 20.45940170940171,
        "soft_acc": 21.154055264957265,
        "adapt_pct": 18.7493835,
        "stability": 90.97988045828592,
        "consistency": 84.61538461538461,
        "throughput": 222.33749781822647,
        "availability": 24.50841300252049,
        "score": 11.527139225870553,
        "zero_downtime": 5.184523231117157,
        "weight_bytes": 253728,
        "weight_mib": 0.241973876953125,
        "heap_bytes": 19799080,
        "heap_mib": 18.881874084472656,
        "mobile_score": 47.63794906713662,
        "mobile_throughput": 918.8491775138914,
        "mobile_availability": 101.28536729304975,
        "mobile_accuracy": 87.42288850070875,
        "soft_acc_blocks": [
          25.00147,
          25.001268,
          25.001857,
          25.002128,
          25.0009005,
          25.001129,
          25.001509,
          25.002367,
          25.0014475,
          25.0017955,
          0,
          25.001496333333336,
          0,
          25.0006665,
          24.998963,
          0,
          25.000102,
          24.999212,
          24.9990725,
          24.9995625,
          24.997972,
          25.000601,
          25.000946,
          24.999965,
          24.999385,
          24.999909,
          24.9994445,
          24.997921,
          0,
          24.9992345,
          24.998181,
          0,
          0,
          24.998617,
          25.000904,
          24.999522,
          25.000915,
          24.9999555,
          24.9997365
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.068173879,
        "time_to_acc50_sec": 0.218272184,
        "acc_per_sec": 10.498526152497941,
        "mobile_acc_per_sec": 43.38702294930666
      },
      "started": "2026-08-18T06:47:40.493170893+10:00",
      "ended": "2026-08-18T06:47:42.510808722+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|sgd|bicameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 360,
        "total_correct": 35,
        "total_train": 24,
        "infer_ms": 546.845661,
        "train_ms": 1970.290994,
        "blocked_train": 1970290994,
        "duration": 2026777604,
        "avg_accuracy": 6.57051282051282,
        "soft_acc": 17.947963589743583,
        "adapt_pct": 9.3749279375,
        "stability": 88.75051841445705,
        "consistency": 71.7948717948718,
        "throughput": 177.62185613730514,
        "availability": 21.724909528203586,
        "score": 6.925793851083116,
        "zero_downtime": 3.899178852026714,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 19533480,
        "heap_mib": 18.628578186035156,
        "mobile_score": 915.9063202413078,
        "mobile_throughput": 23489.723221217162,
        "mobile_availability": 2873.025442482735,
        "mobile_accuracy": 2373.540656965439,
        "soft_acc_blocks": [
          24.995815,
          24.9971,
          24.997648,
          24.996776,
          0,
          24.9987195,
          24.998554,
          24.996723,
          24.997389,
          24.999176,
          24.9983,
          0,
          24.997997,
          24.998542,
          25.000673,
          25.0002085,
          0,
          24.9990095,
          24.9991445,
          0,
          24.9982285,
          0,
          25.001025,
          25.0000245,
          0,
          24.998906,
          0,
          0,
          0,
          0,
          25.000063,
          25.000011,
          25.001636,
          24.99872,
          0,
          25.000683,
          24.999525,
          24.999796,
          25.000187
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.770252526,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.855418351930627,
        "mobile_acc_per_sec": 1171.0908252987779
      },
      "started": "2026-08-18T06:47:42.70445163+10:00",
      "ended": "2026-08-18T06:47:44.740522967+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|sgd|bicameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 176,
        "total_correct": 53,
        "total_train": 11,
        "infer_ms": 584.702258,
        "train_ms": 2087.440091,
        "blocked_train": 2087440091,
        "duration": 2138915149,
        "avg_accuracy": 13.85135135135135,
        "soft_acc": 12.162726959459457,
        "adapt_pct": 12.50054075,
        "stability": 87.50398589185046,
        "consistency": 48.64864864864865,
        "throughput": 82.28470403900067,
        "availability": 21.881403818880163,
        "score": 2.189904872398165,
        "zero_downtime": 2.661375401387129,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 19795528,
        "heap_mib": 18.87848663330078,
        "mobile_score": 193.0621903043365,
        "mobile_throughput": 7254.226149520697,
        "mobile_availability": 1929.0663267854452,
        "mobile_accuracy": 1072.2669904356953,
        "soft_acc_blocks": [
          25.000601,
          25.000061,
          0,
          0,
          25.003921,
          25.004347,
          0,
          0,
          25.003009,
          24.999619,
          0,
          25.001272,
          24.999886,
          0,
          25.000808,
          25.000083,
          0,
          0,
          25.0004665,
          0,
          0,
          24.999171,
          24.999817,
          0,
          24.999642,
          25.002056,
          0,
          0,
          25.0015825,
          0,
          0,
          25.0029535,
          0,
          0,
          25.001602,
          0,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.537047767,
        "time_to_acc50_sec": 0.571784211,
        "acc_per_sec": 5.686399932763045,
        "mobile_acc_per_sec": 501.3134770385861
      },
      "started": "2026-08-18T06:47:44.945289239+10:00",
      "ended": "2026-08-18T06:47:47.088872452+10:00"
    },
    {
      "cell": {
        "id": "int6|none|sgd|bicameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 200,
        "total_correct": 48,
        "total_train": 13,
        "infer_ms": 654.745146,
        "train_ms": 2097.673198,
        "blocked_train": 2097673198,
        "duration": 2165115360,
        "avg_accuracy": 11.607142857142858,
        "soft_acc": 11.309675083333335,
        "adapt_pct": 12.4995095625,
        "stability": 87.55665193277044,
        "consistency": 45.23809523809524,
        "throughput": 92.37383083366052,
        "availability": 23.787995288844073,
        "score": 2.4851747169785043,
        "zero_downtime": 2.690344976006906,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 19529016,
        "heap_mib": 18.62432098388672,
        "mobile_score": 219.0932036346437,
        "mobile_throughput": 8143.684382061242,
        "mobile_availability": 2097.151584664113,
        "mobile_accuracy": 997.0618681840706,
        "soft_acc_blocks": [
          25.000772,
          25.00295,
          0,
          25.003045,
          25.000684,
          0,
          25.003536,
          25.002687,
          0,
          0,
          25.001574,
          0,
          0,
          25.000997,
          0,
          0,
          0,
          25.0012215,
          0,
          0,
          25.0012285,
          0,
          0,
          25.001882,
          25.001351,
          0,
          25.001454,
          24.995113,
          0,
          24.998288,
          24.997046,
          0,
          0,
          24.9956705,
          0,
          0,
          0,
          0,
          0,
          24.999055,
          24.997799,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.075188814,
        "time_to_acc50_sec": 0.3743948,
        "acc_per_sec": 5.223590064657494,
        "mobile_acc_per_sec": 460.5121217116442
      },
      "started": "2026-08-18T06:47:47.331644692+10:00",
      "ended": "2026-08-18T06:47:49.501529731+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|sgd|bicameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 184,
        "total_correct": 43,
        "total_train": 13,
        "infer_ms": 599.259576,
        "train_ms": 2029.301246,
        "blocked_train": 2029301246,
        "duration": 2085632753,
        "avg_accuracy": 12.65625,
        "soft_acc": 13.125517937499998,
        "adapt_pct": 9.375444375,
        "stability": 87.5151420485907,
        "consistency": 52.5,
        "throughput": 88.22262679531289,
        "availability": 22.79801064462491,
        "score": 2.639935927808216,
        "zero_downtime": 2.9923569765534013,
        "weight_bytes": 11914,
        "weight_mib": 0.011362075805664062,
        "heap_bytes": 19530624,
        "heap_mib": 18.6258544921875,
        "mobile_score": 232.3462695515719,
        "mobile_throughput": 7764.657471422025,
        "mobile_availability": 2006.5004876362439,
        "mobile_accuracy": 1155.2042216578814,
        "soft_acc_blocks": [
          25.001602,
          25.001298,
          0,
          25.001093,
          24.999906,
          0,
          25.000292,
          24.999111,
          0,
          0,
          25.001351,
          25.001027,
          0,
          25.001113,
          25.002301,
          0,
          0,
          0,
          0,
          25.003354,
          25.005432,
          0,
          25.001578,
          25.001504,
          0,
          25.003045,
          24.999397,
          0,
          0,
          0,
          0,
          25.000141,
          24.996817,
          0,
          24.999252,
          25.002851,
          0,
          0,
          24.9982525,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.069514658,
        "time_to_acc50_sec": 1.068913357,
        "acc_per_sec": 6.293302557039388,
        "mobile_acc_per_sec": 553.8866897809412
      },
      "started": "2026-08-18T06:47:49.706906366+10:00",
      "ended": "2026-08-18T06:47:51.797429527+10:00"
    },
    {
      "cell": {
        "id": "int5|none|sgd|bicameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 232,
        "total_correct": 26,
        "total_train": 14,
        "infer_ms": 664.7807,
        "train_ms": 1986.031328,
        "blocked_train": 1986031328,
        "duration": 2048124805,
        "avg_accuracy": 6.09375,
        "soft_acc": 12.4995591375,
        "adapt_pct": 12.499817624999999,
        "stability": 87.5004408574362,
        "consistency": 50,
        "throughput": 113.27434706792684,
        "availability": 25.078379491946382,
        "score": 3.5507960906455716,
        "zero_downtime": 3.13468687532251,
        "weight_bytes": 9912,
        "weight_mib": 0.00945281982421875,
        "heap_bytes": 19540504,
        "heap_mib": 18.635276794433594,
        "mobile_score": 375.6335312292949,
        "mobile_throughput": 11983.127698859811,
        "mobile_availability": 2653.0051305636775,
        "mobile_accuracy": 1322.3101011060533,
        "soft_acc_blocks": [
          24.99801,
          0,
          0,
          24.999171,
          24.999571,
          0,
          24.9985465,
          0,
          0,
          24.99884,
          0,
          0,
          24.998697,
          0,
          24.999328,
          24.999394,
          0,
          24.99984,
          24.999341,
          0,
          24.9994235,
          0,
          0,
          25.000026,
          24.999008,
          0,
          24.99889,
          0,
          0,
          24.999979,
          0,
          0,
          24.9991835,
          0,
          24.998773,
          24.999002,
          0,
          24.998452,
          24.99889,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.26933271,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.102928448005394,
        "mobile_acc_per_sec": 645.6198850177263
      },
      "started": "2026-08-18T06:47:52.040750569+10:00",
      "ended": "2026-08-18T06:47:54.093320314+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|sgd|bicameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 232,
        "total_correct": 81,
        "total_train": 14,
        "infer_ms": 678.965776,
        "train_ms": 2027.108651,
        "blocked_train": 2027108651,
        "duration": 2094591384,
        "avg_accuracy": 18.54916763453349,
        "soft_acc": 12.805071585365853,
        "adapt_pct": 15.625383750000001,
        "stability": 87.50352963880283,
        "consistency": 51.21951219512195,
        "throughput": 110.76146009774668,
        "availability": 25.09043244434016,
        "score": 3.5585971734024047,
        "zero_downtime": 3.212847835575617,
        "weight_bytes": 9932,
        "weight_mib": 0.009471893310546875,
        "heap_bytes": 19652128,
        "heap_mib": 18.741729736328125,
        "mobile_score": 375.70072389222713,
        "mobile_throughput": 11693.698024914904,
        "mobile_availability": 2648.9352890411224,
        "mobile_accuracy": 1351.9020079235386,
        "soft_acc_blocks": [
          25.0007195,
          0,
          0,
          24.998013,
          0,
          0,
          25.0017715,
          0,
          25.002983,
          25.000873,
          0,
          25.000312,
          25.00417,
          0,
          25.002848,
          25.000915,
          0,
          0,
          25.000391,
          0,
          0,
          24.9993725,
          0,
          0,
          25.0009985,
          0,
          25.001481,
          24.99704,
          0,
          25.000786,
          25.001301,
          0,
          24.998476,
          24.999196,
          0,
          25.000628,
          0,
          0,
          24.998211,
          24.997449,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.219677963,
        "time_to_acc50_sec": 0.369682153,
        "acc_per_sec": 6.113398385565904,
        "mobile_acc_per_sec": 645.4251737357182
      },
      "started": "2026-08-18T06:47:54.392206926+10:00",
      "ended": "2026-08-18T06:47:56.491413196+10:00"
    },
    {
      "cell": {
        "id": "int3|none|sgd|bicameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 264,
        "total_correct": 78,
        "total_train": 18,
        "infer_ms": 598.405624,
        "train_ms": 2055.985523,
        "blocked_train": 2055985523,
        "duration": 2104361522,
        "avg_accuracy": 15.78125,
        "soft_acc": 13.12509345,
        "adapt_pct": 12.49941975,
        "stability": 87.51554565600765,
        "consistency": 52.5,
        "throughput": 125.45372895294747,
        "availability": 22.54398808842923,
        "score": 3.712074854437897,
        "zero_downtime": 2.9589195039632052,
        "weight_bytes": 5947,
        "weight_mib": 0.005671501159667969,
        "heap_bytes": 20236040,
        "heap_mib": 19.29859161376953,
        "mobile_score": 654.5136375596221,
        "mobile_throughput": 22120.021740468444,
        "mobile_availability": 3974.959618936063,
        "mobile_accuracy": 2314.218595834404,
        "soft_acc_blocks": [
          25.0018615,
          0,
          25.000908,
          0,
          25.002701,
          25.000947,
          24.999897,
          25.001517,
          0,
          0,
          0,
          25.001412,
          25.000328,
          0,
          25.002164,
          0,
          25.0025315,
          0,
          25.0034435,
          0,
          25.004065,
          25.002292,
          0,
          0,
          25.002927,
          0,
          25.003984,
          0,
          24.9980395,
          0,
          0,
          24.992623,
          24.993293,
          0,
          24.995103,
          0,
          24.9973035,
          0,
          24.9963975,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.066306278,
        "time_to_acc50_sec": 0.267033079,
        "acc_per_sec": 6.237090591509114,
        "mobile_acc_per_sec": 1099.7248199230303
      },
      "started": "2026-08-18T06:47:56.721303847+10:00",
      "ended": "2026-08-18T06:47:58.829507914+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|sgd|bicameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 232,
        "total_correct": 70,
        "total_train": 17,
        "infer_ms": 515.711092,
        "train_ms": 1998.795632,
        "blocked_train": 1998795632,
        "duration": 2051120271,
        "avg_accuracy": 14.695945945945946,
        "soft_acc": 12.837566445945942,
        "adapt_pct": 15.624004000000001,
        "stability": 87.50483022664663,
        "consistency": 51.35135135135135,
        "throughput": 113.10892066163,
        "availability": 20.509433801776545,
        "score": 2.9780585623287608,
        "zero_downtime": 2.632912191990361,
        "weight_bytes": 5967,
        "weight_mib": 0.005690574645996094,
        "heap_bytes": 19713992,
        "heap_mib": 18.80072784423828,
        "mobile_score": 523.3317806355694,
        "mobile_throughput": 19876.537555168314,
        "mobile_availability": 3604.105925612811,
        "mobile_accuracy": 2255.9349880382456,
        "soft_acc_blocks": [
          24.9998495,
          0,
          0,
          0,
          24.997274,
          24.997113,
          24.997076,
          24.99963,
          0,
          25.0006225,
          0,
          24.9991585,
          0,
          24.995819,
          0,
          24.996197,
          24.995771,
          0,
          24.9998225,
          0,
          24.9957685,
          0,
          0,
          0,
          0,
          0,
          25.001224,
          25.003021,
          25.00317,
          25.001801,
          0,
          25.0021475,
          0,
          25.0023925,
          0,
          25.002101,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.067808359,
        "time_to_acc50_sec": 1.567750837,
        "acc_per_sec": 6.258807261305616,
        "mobile_acc_per_sec": 1099.8550499129879
      },
      "started": "2026-08-18T06:47:59.071407553+10:00",
      "ended": "2026-08-18T06:48:01.126485837+10:00"
    },
    {
      "cell": {
        "id": "float64|none|sgd|tricameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 872,
        "total_correct": 309,
        "total_train": 54,
        "infer_ms": 581.646744,
        "train_ms": 1939.776318,
        "blocked_train": 1939776318,
        "duration": 2037155767,
        "avg_accuracy": 33.333333333333336,
        "soft_acc": 23.752051954166664,
        "adapt_pct": 21.877220072916668,
        "stability": 94.55090527003955,
        "consistency": 95,
        "throughput": 428.04777824336105,
        "availability": 23.068193226512182,
        "score": 23.45346219822223,
        "zero_downtime": 5.479169240048728,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 20111872,
        "heap_mib": 19.18017578125,
        "mobile_score": 146.09315641314438,
        "mobile_throughput": 2666.3377240715627,
        "mobile_availability": 143.69329068460246,
        "mobile_accuracy": 147.95309161375025,
        "soft_acc_blocks": [
          24.99904375,
          24.999569,
          24.999652,
          25.00108566666667,
          24.9983745,
          25.00033425,
          24.999746,
          24.99978366666667,
          25.000028999999998,
          25.0014705,
          24.99919775,
          25.000637,
          25.0000625,
          25.0017825,
          0,
          25.0029845,
          25.003129333333334,
          25.0044445,
          25.00347875,
          25.0035795,
          25.003699666666666,
          25.003951666666666,
          25.0038825,
          25.00483825,
          25.0055345,
          25.003265,
          25.003283,
          25.0022275,
          25.0017565,
          25.00259725,
          25.001631,
          25.00223825,
          25.0042935,
          25.0025665,
          25.003065666666668,
          0,
          25.003468,
          25.0031255,
          25.003749,
          25.00452025
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.065521801,
        "time_to_acc50_sec": 1.066340135,
        "acc_per_sec": 11.65941865562147,
        "mobile_acc_per_sec": 72.62728457511726
      },
      "started": "2026-08-18T06:48:01.490243887+10:00",
      "ended": "2026-08-18T06:48:03.530746731+10:00"
    },
    {
      "cell": {
        "id": "float32|none|sgd|tricameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1728,
        "total_correct": 432,
        "total_train": 86,
        "infer_ms": 442.538886,
        "train_ms": 1867.745675,
        "blocked_train": 1867745675,
        "duration": 2009853529,
        "avg_accuracy": 25.052827380952383,
        "soft_acc": 24.375429340555556,
        "adapt_pct": 24.99843627529762,
        "stability": 96.09680705642714,
        "consistency": 97.5,
        "throughput": 859.7641445343354,
        "availability": 19.15516787284629,
        "score": 40.14371546935375,
        "zero_downtime": 4.669154409910447,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 20324192,
        "heap_mib": 19.382659912109375,
        "mobile_score": 500.1156804485443,
        "mobile_throughput": 10711.054648075697,
        "mobile_availability": 238.6375975125662,
        "mobile_accuracy": 303.6723005917021,
        "soft_acc_blocks": [
          25.000595333333333,
          25.000903,
          25.00248175,
          25.00106175,
          25.00259625,
          25.003295875,
          25.0032485,
          25.001477375,
          25.003696,
          25.0043235,
          0,
          25.0040815,
          25.0022518,
          24.99904066666667,
          24.998851,
          24.9981285,
          24.998207833333336,
          24.999408222222222,
          25.000242,
          25.0007594,
          25.001307166666667,
          24.99997011111111,
          25.0010964,
          25.0013738,
          25.0011742,
          25.00069788888889,
          25.00126325,
          24.997201,
          24.997803666666666,
          24.996994285714287,
          24.998506714285714,
          24.99768275,
          24.9981685,
          24.99946975,
          24.999904166666667,
          24.99892733333333,
          24.999682,
          24.99975525,
          25.0006848,
          25.000860333333335
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.065677582,
        "time_to_acc50_sec": 0.165636817,
        "acc_per_sec": 12.127963052453639,
        "mobile_acc_per_sec": 151.0917567922444
      },
      "started": "2026-08-18T06:48:03.752666565+10:00",
      "ended": "2026-08-18T06:48:05.765322224+10:00"
    },
    {
      "cell": {
        "id": "float16|none|sgd|tricameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 416,
        "total_correct": 118,
        "total_train": 25,
        "infer_ms": 717.395182,
        "train_ms": 1937.429813,
        "blocked_train": 1937429813,
        "duration": 2027129434,
        "avg_accuracy": 24.342105263157894,
        "soft_acc": 21.051626434210522,
        "adapt_pct": 21.8734471875,
        "stability": 90.8843781085314,
        "consistency": 84.21052631578947,
        "throughput": 205.21629898054158,
        "availability": 27.022315344744595,
        "score": 11.674010068091151,
        "zero_downtime": 5.688636880249979,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 19747672,
        "heap_mib": 18.832847595214844,
        "mobile_score": 290.87270176691254,
        "mobile_throughput": 5113.223218320986,
        "mobile_availability": 673.2951082342673,
        "mobile_accuracy": 524.5278547637756,
        "soft_acc_blocks": [
          25.000245,
          24.99824,
          24.995395,
          24.99342,
          24.997775,
          0,
          24.997853,
          24.996299,
          0,
          0,
          24.998688,
          25.002093,
          0,
          25.0013215,
          25.000894,
          24.995122,
          25.002629,
          24.997441,
          24.997271,
          24.997934,
          25.0002405,
          25.0028545,
          0,
          25.0003345,
          25.000817,
          25.001411,
          24.9989595,
          24.998838,
          24.996898,
          24.9955445,
          24.998483,
          0,
          24.9962105,
          24.998939,
          25.00153,
          24.998948,
          25.0012865,
          24.9978895
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071915903,
        "time_to_acc50_sec": 0.772188567,
        "acc_per_sec": 10.384944385455814,
        "mobile_acc_per_sec": 258.7540025644833
      },
      "started": "2026-08-18T06:48:05.999231618+10:00",
      "ended": "2026-08-18T06:48:08.029534483+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|sgd|tricameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 552,
        "total_correct": 248,
        "total_train": 35,
        "infer_ms": 498.415863,
        "train_ms": 1887.932567,
        "blocked_train": 1887932567,
        "duration": 2008151867,
        "avg_accuracy": 43.25657894736842,
        "soft_acc": 24.344959828947363,
        "adapt_pct": 25.0017899375,
        "stability": 95.9977129187066,
        "consistency": 97.36842105263158,
        "throughput": 274.8796089932376,
        "availability": 20.886131158977484,
        "score": 13.976859115415838,
        "zero_downtime": 5.084720240474327,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 34539320,
        "heap_mib": 32.93926239013672,
        "mobile_score": 348.251093617676,
        "mobile_throughput": 6848.972552031487,
        "mobile_availability": 520.4043310083637,
        "mobile_accuracy": 606.5854148274477,
        "soft_acc_blocks": [
          25.002728,
          25.004648,
          25.0032735,
          25.00476,
          25.0023995,
          25.0045785,
          25.004756,
          25.004198,
          25.00413,
          25.00433,
          25.004614,
          25.002788,
          25.00708,
          25.003386,
          24.9999725,
          24.998497,
          25.001503,
          25.00019,
          25.0008135,
          25.00164,
          25.002082,
          25.002212,
          25.003182,
          25.0030875,
          25.0020585,
          25.0021975,
          25.001412,
          25.0032015,
          25.00415,
          25.002594,
          25.00398,
          25.001528,
          25.004199,
          25.0004695,
          25.003706,
          0,
          25.004596,
          25.0035325
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.121270131,
        "time_to_acc50_sec": 0.121270131,
        "acc_per_sec": 12.123067099161462,
        "mobile_acc_per_sec": 302.06152472603196
      },
      "started": "2026-08-18T06:48:08.342926433+10:00",
      "ended": "2026-08-18T06:48:10.456547524+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|sgd|tricameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 448,
        "total_correct": 122,
        "total_train": 30,
        "infer_ms": 505.693661,
        "train_ms": 1958.041548,
        "blocked_train": 1958041548,
        "duration": 2037672280,
        "avg_accuracy": 21.58119658119658,
        "soft_acc": 20.512820512820515,
        "adapt_pct": 21.875,
        "stability": 90.40600670057964,
        "consistency": 82.05128205128204,
        "throughput": 219.8587105479003,
        "availability": 20.525487444945632,
        "score": 9.256835288231516,
        "zero_downtime": 4.2103563989632065,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 19729072,
        "heap_mib": 18.815109252929688,
        "mobile_score": 461.29147985897964,
        "mobile_throughput": 10956.114783360665,
        "mobile_availability": 1022.836874967746,
        "mobile_accuracy": 1022.20564975056,
        "soft_acc_blocks": [
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          0,
          0,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          0,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          0,
          0,
          0,
          25,
          25,
          25,
          0,
          25
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.081079427,
        "time_to_acc50_sec": 0.830757101,
        "acc_per_sec": 10.066790776002762,
        "mobile_acc_per_sec": 501.65360729673375
      },
      "started": "2026-08-18T06:48:10.697919768+10:00",
      "ended": "2026-08-18T06:48:12.739327302+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|sgd|tricameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 440,
        "total_correct": 164,
        "total_train": 29,
        "infer_ms": 538.498499,
        "train_ms": 1951.261873,
        "blocked_train": 1951261873,
        "duration": 2016203416,
        "avg_accuracy": 32.532051282051285,
        "soft_acc": 21.155003064102566,
        "adapt_pct": 12.50038175,
        "stability": 90.97947621570506,
        "consistency": 84.61538461538461,
        "throughput": 218.23194847716692,
        "availability": 21.62852718904147,
        "score": 9.98523682397764,
        "zero_downtime": 4.575515589561979,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 19730728,
        "heap_mib": 18.816688537597656,
        "mobile_score": 497.58956790890494,
        "mobile_throughput": 10875.049121109865,
        "mobile_availability": 1077.8041310605622,
        "mobile_accuracy": 1054.2072280650325,
        "soft_acc_blocks": [
          25.0029185,
          25.0032545,
          25.00228,
          25.002537,
          25.004571,
          25.0030285,
          0,
          25.003403,
          25.003,
          25.003696,
          25.003432,
          25.0039895,
          25.002445,
          25.002777,
          25.001228,
          0,
          24.99912,
          0,
          24.999503,
          24.9984575,
          24.998282,
          0,
          24.9988645,
          24.9975175,
          24.999099,
          24.998438,
          0,
          25.0012475,
          0,
          25.0014585,
          25.003012,
          25.000575,
          25.001055,
          25.0018325,
          25.001846,
          25.000607,
          25.001885,
          25.000384,
          24.9993755
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.073212359,
        "time_to_acc50_sec": 0.123959449,
        "acc_per_sec": 10.492494406180771,
        "mobile_acc_per_sec": 522.8674942712389
      },
      "started": "2026-08-18T06:48:13.001028205+10:00",
      "ended": "2026-08-18T06:48:15.021170207+10:00"
    },
    {
      "cell": {
        "id": "int64|none|sgd|tricameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 424,
        "total_correct": 83,
        "total_train": 25,
        "infer_ms": 613.921634,
        "train_ms": 1957.756865,
        "blocked_train": 1957756865,
        "duration": 2109679226,
        "avg_accuracy": 14.743589743589743,
        "soft_acc": 18.589059726495723,
        "adapt_pct": 18.748611625000002,
        "stability": 89.08412790123026,
        "consistency": 74.35897435897436,
        "throughput": 200.97842116211842,
        "availability": 23.872409954771722,
        "score": 8.918732060027805,
        "zero_downtime": 4.437656544646426,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 28446824,
        "heap_mib": 27.129005432128906,
        "mobile_score": 55.5553677678911,
        "mobile_throughput": 1251.9077853132396,
        "mobile_availability": 148.7028095044121,
        "mobile_accuracy": 115.79247393171977,
        "soft_acc_blocks": [
          24.997951,
          24.9987865,
          0,
          24.9977335,
          24.998739,
          0,
          24.998837,
          24.9990565,
          0,
          24.997421,
          24.9978845,
          0,
          25.0002435,
          25.00281,
          0,
          25.004237,
          25.002914,
          0,
          25.002652,
          25.003576,
          0,
          25.0038765,
          25.004762,
          25.00236,
          25.003586,
          24.9997445,
          24.996052,
          24.995041,
          24.995002,
          24.994438,
          24.994977,
          24.9947965,
          24.99568,
          0,
          24.9962475,
          24.9968315,
          0,
          24.997093333333336,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.766092434,
        "time_to_acc50_sec": 0.916092822,
        "acc_per_sec": 8.811320459243943,
        "mobile_acc_per_sec": 54.88629385201131
      },
      "started": "2026-08-18T06:48:15.323953114+10:00",
      "ended": "2026-08-18T06:48:17.444626434+10:00"
    },
    {
      "cell": {
        "id": "int32|none|sgd|tricameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 424,
        "total_correct": 97,
        "total_train": 27,
        "infer_ms": 617.654284,
        "train_ms": 2013.906654,
        "blocked_train": 2013906654,
        "duration": 2074253878,
        "avg_accuracy": 17.03125,
        "soft_acc": 19.3751181,
        "adapt_pct": 18.7501268125,
        "stability": 89.56037801910537,
        "consistency": 77.5,
        "throughput": 204.41085081100184,
        "availability": 23.47102341735702,
        "score": 9.295662151872952,
        "zero_downtime": 4.547538506391579,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 20784592,
        "heap_mib": 19.821731567382812,
        "mobile_score": 115.80658013214443,
        "mobile_throughput": 2546.577230063647,
        "mobile_availability": 292.4050928010474,
        "mobile_accuracy": 241.37776633430283,
        "soft_acc_blocks": [
          24.996382,
          25.0009895,
          0,
          24.9997065,
          24.99827,
          0,
          24.999707,
          25.0007035,
          0,
          25.0024585,
          25.001091,
          0,
          24.997694,
          0,
          0,
          24.9984145,
          25.0045085,
          0,
          25.000182,
          25.001351,
          25.000077,
          25.002142,
          25.0025435,
          25.003135,
          25.003753,
          25.0018685,
          24.997336,
          25.002915,
          24.9997035,
          24.998137,
          24.999243,
          24.998428,
          24.9972,
          24.997201,
          0,
          24.9984695,
          24.999819,
          0,
          24.9990375,
          25.0022575
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.117737742,
        "time_to_acc50_sec": 0.867751874,
        "acc_per_sec": 9.340765036284532,
        "mobile_acc_per_sec": 116.36847779069349
      },
      "started": "2026-08-18T06:48:17.689612786+10:00",
      "ended": "2026-08-18T06:48:19.767716189+10:00"
    },
    {
      "cell": {
        "id": "int16|none|sgd|tricameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 384,
        "total_correct": 131,
        "total_train": 24,
        "infer_ms": 702.135265,
        "train_ms": 1958.047593,
        "blocked_train": 1958047593,
        "duration": 2048493981,
        "avg_accuracy": 27.724358974358974,
        "soft_acc": 19.232733820512824,
        "adapt_pct": 15.6250233125,
        "stability": 89.46579696626021,
        "consistency": 76.92307692307693,
        "throughput": 187.45478559451035,
        "availability": 26.39424815810914,
        "score": 9.51583381291419,
        "zero_downtime": 5.0763354921747394,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 20021176,
        "heap_mib": 19.09368133544922,
        "mobile_score": 237.09901521267724,
        "mobile_throughput": 4670.672684620029,
        "mobile_availability": 657.6460212108509,
        "mobile_accuracy": 479.2078485547489,
        "soft_acc_blocks": [
          25.003694,
          25.0023445,
          0,
          25.0027695,
          25.006822,
          25.006696,
          25.004887,
          25.00129,
          25.0076715,
          25.004502,
          25.004809,
          25.00751,
          0,
          25.0042605,
          25.006141,
          0,
          25.0067555,
          25.009203,
          25.007642,
          25.009683,
          0,
          25.0024785,
          25.005332,
          25.006984,
          0,
          24.9981715,
          0,
          24.9982455,
          24.993368,
          0,
          24.9971445,
          25.0003825,
          0,
          24.997515,
          24.9940885,
          0,
          24.9955755,
          24.999182,
          24.991471
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.08242979,
        "time_to_acc50_sec": 0.08242979,
        "acc_per_sec": 9.388718736251354,
        "mobile_acc_per_sec": 233.93178256780487
      },
      "started": "2026-08-18T06:48:20.08983958+10:00",
      "ended": "2026-08-18T06:48:22.142357564+10:00"
    },
    {
      "cell": {
        "id": "int8|none|sgd|tricameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1368,
        "total_correct": 292,
        "total_train": 72,
        "infer_ms": 347.501731,
        "train_ms": 1845.904057,
        "blocked_train": 1845904057,
        "duration": 2023530853,
        "avg_accuracy": 20.54197994987469,
        "soft_acc": 24.341718227005014,
        "adapt_pct": 25.001053854166663,
        "stability": 95.99824433673453,
        "consistency": 97.36842105263158,
        "throughput": 676.046030121983,
        "availability": 15.843020607548429,
        "score": 26.071467954989178,
        "zero_downtime": 3.8564634349357765,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 34843864,
        "heap_mib": 33.229698181152344,
        "mobile_score": 1299.2070897429298,
        "mobile_throughput": 33689.08098475375,
        "mobile_availability": 789.4977272398394,
        "mobile_accuracy": 1213.0092924436844,
        "soft_acc_blocks": [
          24.997377,
          24.996191166666666,
          24.9958524,
          24.996354,
          24.99776025,
          24.9966735,
          24.99540125,
          24.99592375,
          24.99477975,
          24.9950014,
          24.9968075,
          24.998352,
          24.99799425,
          24.999363666666667,
          24.9974685,
          24.9993755,
          24.998304666666666,
          24.99627425,
          0,
          24.995431999999997,
          24.996617,
          24.997116666666667,
          24.99711375,
          24.999484,
          24.99678275,
          25.003556166666666,
          25.00734125,
          25.003338,
          25.001017,
          25.0047178,
          25.00761,
          25.00575775,
          25.002892142857142,
          25.0014865,
          25.0030548,
          25.0055165,
          25.006349,
          25.00485475
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.743366177,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.029328928153987,
        "mobile_acc_per_sec": 599.4518396620091
      },
      "started": "2026-08-18T06:48:22.396999002+10:00",
      "ended": "2026-08-18T06:48:24.425485314+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|sgd|tricameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 392,
        "total_correct": 141,
        "total_train": 26,
        "infer_ms": 569.956196,
        "train_ms": 1979.562235,
        "blocked_train": 1979562235,
        "duration": 2038338169,
        "avg_accuracy": 28.365384615384617,
        "soft_acc": 19.87299361538462,
        "adapt_pct": 18.750902875,
        "stability": 89.90450899638566,
        "consistency": 79.48717948717949,
        "throughput": 192.31352577394628,
        "availability": 22.355445211527478,
        "score": 8.54390570083292,
        "zero_downtime": 4.442696199577663,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 20180472,
        "heap_mib": 19.24559783935547,
        "mobile_score": 53.21296308004621,
        "mobile_throughput": 1197.7628154071126,
        "mobile_availability": 139.23368566240578,
        "mobile_accuracy": 123.77253595417879,
        "soft_acc_blocks": [
          25.0005705,
          25.001037,
          0,
          25.003815,
          25.004136,
          25.000248,
          25.0037095,
          25.001485,
          25.003084,
          25.0016405,
          25.002781,
          25.002574,
          25.002352,
          0,
          25.004753,
          0,
          25.002419,
          25.003545,
          25.00184,
          25.0006305,
          0,
          25.004605,
          25.00006,
          25.003624,
          0,
          25.0033885,
          24.9999185,
          0,
          24.9978105,
          24.998777,
          0,
          25.000677,
          24.9996465,
          0,
          24.997916,
          24.998781,
          24.998876,
          25.000043,
          25.002008
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.070195751,
        "time_to_acc50_sec": 0.221143534,
        "acc_per_sec": 9.749605790453417,
        "mobile_acc_per_sec": 60.72227750849657
      },
      "started": "2026-08-18T06:48:24.731485143+10:00",
      "ended": "2026-08-18T06:48:26.773934345+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|sgd|tricameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 392,
        "total_correct": 165,
        "total_train": 25,
        "infer_ms": 629.25374,
        "train_ms": 2024.193408,
        "blocked_train": 2024193408,
        "duration": 2097654670,
        "avg_accuracy": 27.96875,
        "soft_acc": 16.25126745,
        "adapt_pct": 18.7515110625,
        "stability": 88.0748298073749,
        "consistency": 65,
        "throughput": 186.87537353324225,
        "availability": 23.714575979939582,
        "score": 7.202025839249835,
        "zero_downtime": 3.8539191671334394,
        "weight_bytes": 84192,
        "weight_mib": 0.080291748046875,
        "heap_bytes": 20595480,
        "heap_mib": 19.641380310058594,
        "mobile_score": 89.69820703175165,
        "mobile_throughput": 2327.454291120214,
        "mobile_availability": 295.35508388850633,
        "mobile_accuracy": 202.40271068095782,
        "soft_acc_blocks": [
          25.003259,
          25.0004745,
          0,
          25.0018765,
          25.002749,
          0,
          25.002988,
          0,
          0,
          0,
          25.000703,
          0,
          25.0021045,
          25.0018065,
          0,
          25.002312,
          25.0040145,
          0,
          25.0047385,
          25.002621,
          0,
          25.0038315,
          25.003946,
          0,
          25.0047505,
          25.00283,
          25.004871,
          25.00528,
          24.999281,
          0,
          24.9993945,
          0,
          25.0004265,
          24.9981335,
          0,
          24.998454,
          24.9982455,
          0,
          25.000249,
          25.001358
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071091842,
        "time_to_acc50_sec": 0.071091842,
        "acc_per_sec": 7.747351212008601,
        "mobile_acc_per_sec": 96.4900055169509
      },
      "started": "2026-08-18T06:48:27.023001471+10:00",
      "ended": "2026-08-18T06:48:29.124690769+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|sgd|tricameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 408,
        "total_correct": 100,
        "total_train": 25,
        "infer_ms": 585.773666,
        "train_ms": 1988.30233,
        "blocked_train": 1988302330,
        "duration": 2070450452,
        "avg_accuracy": 15.78125,
        "soft_acc": 16.249789274999998,
        "adapt_pct": 12.5008939375,
        "stability": 88.07591411118891,
        "consistency": 65,
        "throughput": 197.05856742714263,
        "availability": 22.75665780304336,
        "score": 7.287046380007624,
        "zero_downtime": 3.69790893902739,
        "weight_bytes": 42108,
        "weight_mib": 0.040157318115234375,
        "heap_bytes": 25811616,
        "heap_mib": 24.615875244140625,
        "mobile_score": 181.4624761319197,
        "mobile_throughput": 4907.164538768963,
        "mobile_availability": 566.6876890967036,
        "mobile_accuracy": 404.65324971080076,
        "soft_acc_blocks": [
          25.0008985,
          0,
          24.9993615,
          25.001012,
          0,
          25.000463,
          25.0046315,
          0,
          25.00649,
          25.004405,
          0,
          25.0012145,
          25.0044685,
          0,
          25.0060545,
          25.00011,
          0,
          25.00744,
          24.9972275,
          0,
          24.9968895,
          0,
          0,
          0,
          24.9956305,
          25.000876,
          0,
          25.003346,
          24.997641,
          0,
          24.996745,
          24.996537,
          0,
          24.9968385,
          24.9957195,
          0,
          24.9982685,
          24.99224,
          24.997401,
          24.989662
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.098869341,
        "time_to_acc50_sec": 0.794036183,
        "acc_per_sec": 7.8484318517756035,
        "mobile_acc_per_sec": 195.44213159987308
      },
      "started": "2026-08-18T06:48:29.381035693+10:00",
      "ended": "2026-08-18T06:48:31.463295446+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|sgd|tricameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 840,
        "total_correct": 173,
        "total_train": 51,
        "infer_ms": 516.905777,
        "train_ms": 1956.912804,
        "blocked_train": 1956912804,
        "duration": 2037369684,
        "avg_accuracy": 20.78125,
        "soft_acc": 24.999528006250006,
        "adapt_pct": 24.99952653125,
        "stability": 99.99683428638156,
        "consistency": 100,
        "throughput": 412.29630861632074,
        "availability": 20.895055966110878,
        "score": 21.536979487431996,
        "zero_downtime": 5.223665368169502,
        "weight_bytes": 21066,
        "weight_mib": 0.020090103149414062,
        "heap_bytes": 20007968,
        "heap_mib": 19.081085205078125,
        "mobile_score": 1072.0193583505882,
        "mobile_throughput": 20522.358971976984,
        "mobile_availability": 1040.0671320953518,
        "mobile_accuracy": 1244.3703160866612,
        "soft_acc_blocks": [
          24.9977945,
          25.0025255,
          24.9978325,
          24.99625625,
          24.998262,
          24.999193,
          24.99877875,
          24.997242,
          24.999402,
          24.998635,
          24.997095,
          24.9974835,
          25.000107333333332,
          24.998009,
          24.995771,
          24.996432,
          24.99759675,
          24.996052,
          24.996315,
          24.99707325,
          24.997376,
          24.9946035,
          24.9967005,
          24.9951425,
          24.996512999999997,
          24.995993666666667,
          25.0006565,
          25.0038395,
          25.0040295,
          25.001835,
          25.002922666666667,
          25.004406666666668,
          25.003643,
          25.0030305,
          25.005061,
          25.00423533333333,
          25.0034545,
          25.003808333333335,
          25.00307475,
          25.0029375
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.121599559,
        "time_to_acc50_sec": 1.820929995,
        "acc_per_sec": 12.270491802532389,
        "mobile_acc_per_sec": 610.7729617550651
      },
      "started": "2026-08-18T06:48:31.772670477+10:00",
      "ended": "2026-08-18T06:48:33.81392083+10:00"
    },
    {
      "cell": {
        "id": "int4|none|sgd|tricameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1072,
        "total_correct": 252,
        "total_train": 56,
        "infer_ms": 323.171566,
        "train_ms": 1921.683341,
        "blocked_train": 1921683341,
        "duration": 2005955838,
        "avg_accuracy": 23.11050061050061,
        "soft_acc": 24.358130052869353,
        "adapt_pct": 21.874688708333334,
        "stability": 96.04858932643722,
        "consistency": 97.43589743589743,
        "throughput": 534.4085745520784,
        "availability": 14.39610038903953,
        "score": 18.739682527775365,
        "zero_downtime": 3.5066208553038796,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 20031664,
        "heap_mib": 19.103683471679688,
        "mobile_score": 1867.6914120563235,
        "mobile_throughput": 53261.85775777209,
        "mobile_availability": 1434.7880773251131,
        "mobile_accuracy": 2427.6542703466907,
        "soft_acc_blocks": [
          24.997602399999998,
          25.000458,
          24.9986512,
          24.9988445,
          24.998592,
          24.996393333333334,
          24.99731842857143,
          24.997027,
          24.9975885,
          24.999429,
          24.999281,
          24.9992125,
          24.998071666666664,
          25.00126366666667,
          25.00054075,
          25.0008105,
          25.0000005,
          24.9999095,
          25.000482333333334,
          24.9988402,
          24.999921,
          25.0006375,
          25.0010195,
          25.001007,
          24.999293,
          25.00131625,
          24.998686833333334,
          0,
          24.998568000000002,
          24.99956825,
          24.998853,
          24.99889025,
          24.99891,
          24.997168,
          24.998464,
          24.99724433333333,
          24.999758333333332,
          24.9979105,
          24.99953933333333
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.073946786,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.14290444058587,
        "mobile_acc_per_sec": 1210.2231885459337
      },
      "started": "2026-08-18T06:48:34.119760711+10:00",
      "ended": "2026-08-18T06:48:36.129716698+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|sgd|tricameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 368,
        "total_correct": 91,
        "total_train": 24,
        "infer_ms": 587.157204,
        "train_ms": 1952.007347,
        "blocked_train": 1952007347,
        "duration": 2032255267,
        "avg_accuracy": 17.307692307692307,
        "soft_acc": 17.30777756410256,
        "adapt_pct": 12.5004750625,
        "stability": 88.46148155160697,
        "consistency": 69.23076923076923,
        "throughput": 181.07961434551422,
        "availability": 23.124031239675258,
        "score": 7.247269532211291,
        "zero_downtime": 4.002255890816582,
        "weight_bytes": 10545,
        "weight_mib": 0.010056495666503906,
        "heap_bytes": 20557800,
        "heap_mib": 19.605445861816406,
        "mobile_score": 720.6555615939295,
        "mobile_throughput": 18006.234015359118,
        "mobile_availability": 2299.4124401302724,
        "mobile_accuracy": 1721.0545440546616,
        "soft_acc_blocks": [
          0,
          25.00072,
          24.999462,
          24.99866,
          25.001048,
          24.999802,
          0,
          25.0001485,
          24.9999585,
          0,
          25.001526,
          0,
          25.000224,
          25.0013275,
          0,
          25.0001665,
          0,
          24.998816,
          25.001579,
          25.00176,
          25.0014805,
          0,
          0,
          24.9991085,
          0,
          25.001678,
          0,
          25.0012595,
          25.001047,
          0,
          24.996875,
          24.997308,
          25.003504,
          25.000107,
          0,
          24.998446,
          24.997155,
          25.001144,
          24.9990145
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.139170045,
        "time_to_acc50_sec": 1.670071847,
        "acc_per_sec": 8.516537191537052,
        "mobile_acc_per_sec": 846.869274741883
      },
      "started": "2026-08-18T06:48:36.418976091+10:00",
      "ended": "2026-08-18T06:48:38.455243173+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|sgd|tricameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 424,
        "total_correct": 115,
        "total_train": 26,
        "infer_ms": 377.698544,
        "train_ms": 1931.684475,
        "blocked_train": 1931684475,
        "duration": 2015064728,
        "avg_accuracy": 22.064393939393938,
        "soft_acc": 19.696969696969695,
        "adapt_pct": 18.75,
        "stability": 89.77974427027875,
        "consistency": 78.78787878787878,
        "throughput": 210.41507704858202,
        "availability": 16.354954587115202,
        "score": 6.778375361281935,
        "zero_downtime": 3.2214304489772365,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 20558840,
        "heap_mib": 19.60643768310547,
        "mobile_score": 675.5671250671577,
        "mobile_throughput": 20971.02935379659,
        "mobile_availability": 1630.0173805853922,
        "mobile_accuracy": 1963.0994864527797,
        "soft_acc_blocks": [
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          0,
          25,
          25,
          0,
          25,
          0,
          25,
          25,
          25,
          25,
          0,
          25,
          25,
          25,
          25,
          0,
          25,
          25,
          25,
          0,
          25,
          25,
          0,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.079277504,
        "time_to_acc50_sec": 1.32938297,
        "acc_per_sec": 9.77485706700817,
        "mobile_acc_per_sec": 974.2116266414941
      },
      "started": "2026-08-18T06:48:38.914237345+10:00",
      "ended": "2026-08-18T06:48:40.941026738+10:00"
    },
    {
      "cell": {
        "id": "int2|none|sgd|tricameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 944,
        "total_correct": 60,
        "total_train": 53,
        "infer_ms": 270.193019,
        "train_ms": 1933.153633,
        "blocked_train": 1933153633,
        "duration": 2015544989,
        "avg_accuracy": 5.649671052631579,
        "soft_acc": 23.681993550438595,
        "adapt_pct": 24.996823843750004,
        "stability": 94.41810025008115,
        "consistency": 94.73684210526315,
        "throughput": 468.3596769865999,
        "availability": 12.2628465545693,
        "score": 13.601570292037275,
        "zero_downtime": 2.904086530153283,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 20032232,
        "heap_mib": 19.104225158691406,
        "mobile_score": 2710.9447197383156,
        "mobile_throughput": 93349.30938146758,
        "mobile_availability": 2444.122141950971,
        "mobile_accuracy": 4720.08554821226,
        "soft_acc_blocks": [
          24.997924,
          24.997962,
          24.998720000000002,
          24.997763333333335,
          24.998617,
          24.999655,
          25.001368,
          25.000184,
          24.998272399999998,
          24.998956,
          25.0000986,
          24.996942,
          24.9984405,
          24.997405,
          24.997753,
          24.999381,
          24.99788225,
          25.0004815,
          24.999083,
          24.999375333333333,
          24.99797675,
          24.998867,
          24.9954555,
          0,
          0,
          24.996497,
          24.9968135,
          24.99742875,
          24.993311,
          24.99777675,
          24.9944405,
          24.9940475,
          24.998695,
          24.99290375,
          24.9991485,
          24.995628,
          24.9951955,
          24.995306
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.749672510256527,
        "mobile_acc_per_sec": 2341.8408291417504
      },
      "started": "2026-08-18T06:48:41.21892808+10:00",
      "ended": "2026-08-18T06:48:43.238462384+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|sgd|tricameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 360,
        "total_correct": 90,
        "total_train": 22,
        "infer_ms": 594.377664,
        "train_ms": 1950.943183,
        "blocked_train": 1950943183,
        "duration": 2015229417,
        "avg_accuracy": 17.403846153846153,
        "soft_acc": 16.66669162820513,
        "adapt_pct": 15.623167375000001,
        "stability": 88.21486875290509,
        "consistency": 66.66666666666666,
        "throughput": 178.6397106766728,
        "availability": 23.351777623656105,
        "score": 6.952601743635769,
        "zero_downtime": 3.891968766238971,
        "weight_bytes": 5285,
        "weight_mib": 0.005040168762207031,
        "heap_bytes": 20234768,
        "heap_mib": 19.297378540039062,
        "mobile_score": 1379.4382830529084,
        "mobile_throughput": 35443.20023888417,
        "mobile_availability": 4633.134072564394,
        "mobile_accuracy": 3306.772533725037,
        "soft_acc_blocks": [
          25.0046045,
          25.007673,
          25.004404,
          25.0033835,
          0,
          25.0032765,
          0,
          25.0047525,
          25.000033,
          25.002937,
          25.0041485,
          0,
          25.003616,
          0,
          25.002823,
          24.989005,
          24.996627,
          0,
          24.9955055,
          0,
          25.0002155,
          24.990219,
          24.993984,
          24.997149,
          0,
          24.9962815,
          0,
          24.998889,
          24.997995,
          0,
          24.998653,
          0,
          25.0042425,
          0,
          25.002285,
          0,
          24.9998635,
          0,
          24.9984075
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.068955285,
        "time_to_acc50_sec": 0.068955285,
        "acc_per_sec": 8.270369362221913,
        "mobile_acc_per_sec": 1640.8913574950245
      },
      "started": "2026-08-18T06:48:43.819610332+10:00",
      "ended": "2026-08-18T06:48:45.839503229+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|sgd|tricameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1000,
        "total_correct": 120,
        "total_train": 51,
        "infer_ms": 314.904597,
        "train_ms": 1928.907292,
        "blocked_train": 1928907292,
        "duration": 2029331839,
        "avg_accuracy": 10.393170426065161,
        "soft_acc": 22.367147305388475,
        "adapt_pct": 15.624556072916667,
        "stability": 92.32813165814504,
        "consistency": 89.47368421052632,
        "throughput": 492.7730304043192,
        "availability": 14.03435816272208,
        "score": 15.46856705884394,
        "zero_downtime": 3.1390855636218595,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 21609192,
        "heap_mib": 20.608131408691406,
        "mobile_score": 3083.0580065185977,
        "mobile_throughput": 98215.16311143117,
        "mobile_availability": 2797.204171228753,
        "mobile_accuracy": 4458.022021078697,
        "soft_acc_blocks": [
          24.998047,
          24.997744,
          24.999579999999998,
          24.997985,
          24.99837975,
          24.9983975,
          24.997829666666668,
          24.998693,
          24.997652857142857,
          24.9972925,
          24.9992252,
          24.998444,
          24.99592,
          24.997089,
          24.99910425,
          25.001105999999996,
          25.000137,
          24.997342,
          24.99752325,
          0,
          24.997413,
          24.998231666666666,
          24.997252,
          24.997051,
          24.998728,
          24.998677,
          24.999012333333336,
          0,
          0,
          0,
          24.998883714285714,
          24.99946675,
          25.001050666666668,
          25.0016935,
          24.997548,
          24.9986555,
          25.002159,
          24.9982835
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.172758054,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.02192695917608,
        "mobile_acc_per_sec": 2196.793020936137
      },
      "started": "2026-08-18T06:48:46.139504685+10:00",
      "ended": "2026-08-18T06:48:48.172733808+10:00"
    },
    {
      "cell": {
        "id": "binary|none|sgd|tricameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1072,
        "total_correct": 231,
        "total_train": 53,
        "infer_ms": 328.742489,
        "train_ms": 1807.358931,
        "blocked_train": 1807358931,
        "duration": 2063901669,
        "avg_accuracy": 22.656641604010026,
        "soft_acc": 24.999851488972432,
        "adapt_pct": 24.996353481250004,
        "stability": 99.98203349375122,
        "consistency": 100,
        "throughput": 519.4045899092687,
        "availability": 15.389835235444954,
        "score": 19.983758935045575,
        "zero_downtime": 3.847435953258789,
        "weight_bytes": 2631,
        "weight_mib": 0.0025091171264648438,
        "heap_bytes": 26792000,
        "heap_mib": 25.55084228515625,
        "mobile_score": 7964.458384292797,
        "mobile_throughput": 207006.91268289674,
        "mobile_availability": 6133.565895797008,
        "mobile_accuracy": 9963.604817522142,
        "soft_acc_blocks": [
          25.00213,
          24.9785115,
          24.991249714285715,
          25.005008,
          25.000053,
          25.003332,
          24.9903804,
          24.99953,
          24.976738,
          25.0155396,
          24.980001,
          24.993147,
          24.976900999999998,
          24.99859,
          24.985118399999998,
          24.9865,
          24.9805709,
          24.978908,
          24.9746835,
          24.9859085,
          24.9746305,
          24.971193,
          24.99335533333333,
          24.9921076,
          25.009838,
          25.01328975,
          25.0069535,
          25.01006633333333,
          25.024187666666666,
          25.0084825,
          25.0231798,
          25.0263535,
          25.025906333333335,
          25.0211465,
          25.013849,
          25.00606525,
          25.0333695,
          25.037582
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.365208623,
        "time_to_acc50_sec": 2.01563197,
        "acc_per_sec": 12.11290821867756,
        "mobile_acc_per_sec": 4827.557905096177
      },
      "started": "2026-08-18T06:48:48.573382571+10:00",
      "ended": "2026-08-18T06:48:50.645431516+10:00"
    },
    {
      "cell": {
        "id": "int|none|sgd|tricameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 106,
        "total_train": 22,
        "infer_ms": 600.650044,
        "train_ms": 1981.76615,
        "blocked_train": 1981766150,
        "duration": 2043206710,
        "avg_accuracy": 19.84375,
        "soft_acc": 16.2500891375,
        "adapt_pct": 15.625290562499998,
        "stability": 88.07569431411184,
        "consistency": 65,
        "throughput": 160.5319708449861,
        "availability": 23.25922697493741,
        "score": 6.067538795854942,
        "zero_downtime": 3.779645116120774,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 20888344,
        "heap_mib": 19.920677185058594,
        "mobile_score": 37.79509766420963,
        "mobile_throughput": 999.9641898390845,
        "mobile_availability": 144.88325245028972,
        "mobile_accuracy": 101.22287251356336,
        "soft_acc_blocks": [
          24.997971,
          0,
          24.9972845,
          24.996254,
          24.996536,
          24.997676,
          24.998166,
          24.997559,
          0,
          0,
          24.999161,
          0,
          24.9997885,
          0,
          24.998039,
          24.999221,
          24.999934,
          0,
          24.9973595,
          0,
          25.000183,
          0,
          24.9981965,
          24.998182,
          24.999589,
          25.001675,
          24.998267,
          25.001026,
          0,
          25.0041045,
          0,
          25.006339,
          0,
          25.0058445,
          0,
          0,
          25.005963,
          25.004896,
          25.0043505,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.068298567,
        "time_to_acc50_sec": 1.517572821,
        "acc_per_sec": 7.953228157468218,
        "mobile_acc_per_sec": 49.54118054632042
      },
      "started": "2026-08-18T06:48:50.923349004+10:00",
      "ended": "2026-08-18T06:48:52.970574143+10:00"
    },
    {
      "cell": {
        "id": "uint|none|sgd|tricameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 264,
        "total_correct": 23,
        "total_train": 19,
        "infer_ms": 505.21086,
        "train_ms": 1996.200708,
        "blocked_train": 1996200708,
        "duration": 2060119646,
        "avg_accuracy": 5.236486486486487,
        "soft_acc": 15.5394885,
        "adapt_pct": 9.374238250000001,
        "stability": 87.87625423169217,
        "consistency": 62.16216216216216,
        "throughput": 128.14789690132395,
        "availability": 20.197030607159967,
        "score": 4.021941284932783,
        "zero_downtime": 3.138515248541103,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 20366184,
        "heap_mib": 19.422706604003906,
        "mobile_score": 25.04936507953004,
        "mobile_throughput": 798.1278756308069,
        "mobile_availability": 125.7906959250022,
        "mobile_accuracy": 96.78269596920883,
        "soft_acc_blocks": [
          24.997159,
          0,
          24.9973285,
          0,
          24.9973235,
          24.997416,
          24.998111,
          0,
          0,
          0,
          0,
          24.996618,
          0,
          24.999096,
          0,
          24.9979395,
          0,
          24.999277,
          24.999325,
          24.996676,
          24.998686,
          25.000279,
          24.996621,
          25.00034,
          0,
          0,
          0,
          24.998192,
          24.996855,
          25.000782,
          0,
          0,
          24.997134,
          24.998368,
          24.997906,
          24.999386,
          25.000256
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 1.073243777,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.54300291741405,
        "mobile_acc_per_sec": 46.97916267005438
      },
      "started": "2026-08-18T06:48:53.255485108+10:00",
      "ended": "2026-08-18T06:48:55.319819017+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|sgd|tricameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 123,
        "total_train": 21,
        "infer_ms": 611.567738,
        "train_ms": 1998.213773,
        "blocked_train": 1998213773,
        "duration": 2125783896,
        "avg_accuracy": 24.53125,
        "soft_acc": 15.626025950000002,
        "adapt_pct": 15.625834375000002,
        "stability": 87.8961322910942,
        "consistency": 62.5,
        "throughput": 154.29602257180707,
        "availability": 23.433675785589543,
        "score": 5.649938092525606,
        "zero_downtime": 3.661752259295089,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 34828648,
        "heap_mib": 33.215187072753906,
        "mobile_score": 35.188818515728975,
        "mobile_throughput": 960.9830492056021,
        "mobile_availability": 145.949097294787,
        "mobile_accuracy": 97.32166658676172,
        "soft_acc_blocks": [
          25.0030395,
          0,
          25.002477,
          0,
          25.001311,
          25.004769,
          25.001288,
          25.00514,
          25.00041,
          25.003576,
          25.00195,
          25.0017745,
          0,
          25.002938,
          0,
          24.99988,
          0,
          24.9995815,
          0,
          0,
          25.0008535,
          0,
          25.0011085,
          25.001314,
          25.001077,
          25.002828,
          25.000203,
          25.000826,
          0,
          25.000794,
          0,
          0,
          24.9991275,
          0,
          25.001076,
          0,
          25.002397,
          0,
          25.001299,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.137236299,
        "time_to_acc50_sec": 0.137236299,
        "acc_per_sec": 7.350712355758669,
        "mobile_acc_per_sec": 45.781542879258744
      },
      "started": "2026-08-18T06:48:55.665610021+10:00",
      "ended": "2026-08-18T06:48:57.796943333+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|sgd|tricameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 312,
        "total_correct": 131,
        "total_train": 22,
        "infer_ms": 539.708548,
        "train_ms": 2008.989642,
        "blocked_train": 2008989642,
        "duration": 2063007924,
        "avg_accuracy": 27.87162162162162,
        "soft_acc": 16.217722013513512,
        "adapt_pct": 15.627347875000002,
        "stability": 88.06407956050458,
        "consistency": 64.86486486486487,
        "throughput": 151.23548308775185,
        "availability": 21.17585166096108,
        "score": 5.193790598290593,
        "zero_downtime": 3.4342407563686517,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 20631712,
        "heap_mib": 19.675933837890625,
        "mobile_score": 32.35246275540084,
        "mobile_throughput": 942.0557570229926,
        "mobile_availability": 131.90577078725838,
        "mobile_accuracy": 101.02125557243812,
        "soft_acc_blocks": [
          25.0031445,
          24.995585,
          25.005235,
          24.9992425,
          0,
          25.0038045,
          0,
          24.9948475,
          25.000599,
          25.002644,
          25.001722,
          0,
          0,
          0,
          25.003851,
          25.004108,
          25.003737,
          25.003541,
          0,
          25.0046965,
          0,
          0,
          25.0036375,
          25.004557,
          25.003465,
          25.002802,
          0,
          24.998034,
          0,
          0,
          0,
          25.004749,
          25.003505,
          25.000336,
          25.001479,
          0,
          25.0063925
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.065997791,
        "time_to_acc50_sec": 0.116436079,
        "acc_per_sec": 7.86120199774546,
        "mobile_acc_per_sec": 48.96794355329783
      },
      "started": "2026-08-18T06:48:58.117147928+10:00",
      "ended": "2026-08-18T06:49:00.183480168+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|sgd|tricameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 304,
        "total_correct": 104,
        "total_train": 21,
        "infer_ms": 547.231035,
        "train_ms": 2026.215496,
        "blocked_train": 2026215496,
        "duration": 2094984009,
        "avg_accuracy": 21.4527027027027,
        "soft_acc": 16.216627405405404,
        "adapt_pct": 18.7501816875,
        "stability": 88.06488528967381,
        "consistency": 64.86486486486487,
        "throughput": 145.10850617189604,
        "availability": 21.264519328767822,
        "score": 5.003904123859087,
        "zero_downtime": 3.448387869096692,
        "weight_bytes": 336672,
        "weight_mib": 0.321075439453125,
        "heap_bytes": 21455192,
        "heap_mib": 20.461265563964844,
        "mobile_score": 15.584823717385662,
        "mobile_throughput": 451.9452077027554,
        "mobile_availability": 66.22904375677825,
        "mobile_accuracy": 50.50721859332043,
        "soft_acc_blocks": [
          24.999903,
          0,
          25.0011185,
          25.001925,
          24.999941,
          0,
          0,
          25.0023955,
          0,
          25.0000775,
          0,
          24.999143,
          24.999779,
          24.998147,
          24.997415,
          0,
          24.9994485,
          0,
          0,
          24.9982625,
          24.999935,
          0,
          24.996869,
          24.999932,
          25.001149,
          25.001373,
          0,
          0,
          25.003954,
          0,
          25.002144,
          0,
          25.0048825,
          25.00139,
          25.002727,
          25.002806,
          25.000497
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071345645,
        "time_to_acc50_sec": 0.22076614,
        "acc_per_sec": 7.740692690607265,
        "mobile_acc_per_sec": 24.108641582151776
      },
      "started": "2026-08-18T06:49:00.467964207+10:00",
      "ended": "2026-08-18T06:49:02.566383782+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|sgd|tricameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 264,
        "total_correct": 50,
        "total_train": 16,
        "infer_ms": 702.486154,
        "train_ms": 1999.696276,
        "blocked_train": 1999696276,
        "duration": 2049917846,
        "avg_accuracy": 11.479419703103913,
        "soft_acc": 13.815610171052635,
        "adapt_pct": 12.4994731875,
        "stability": 87.56960627583611,
        "consistency": 55.26315789473685,
        "throughput": 128.7856489054635,
        "availability": 25.996992142384705,
        "score": 4.625520860585935,
        "zero_downtime": 3.5916430905910555,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 21951928,
        "heap_mib": 20.93498992919922,
        "mobile_score": 461.0027717811764,
        "mobile_throughput": 12835.428247000787,
        "mobile_availability": 2590.9915438354897,
        "mobile_accuracy": 1376.933490231127,
        "soft_acc_blocks": [
          25.000563,
          0,
          25.0000905,
          0,
          24.999706,
          0,
          24.999614,
          25.000501,
          25.003584,
          24.999218,
          0,
          24.999849,
          24.998783,
          0,
          24.9989655,
          0,
          25.0004385,
          0,
          24.998415,
          0,
          24.999582,
          0,
          24.9985955,
          0,
          24.999453,
          25.000562,
          0,
          24.9976585,
          0,
          24.998723,
          24.99933,
          0,
          0,
          0,
          24.998939,
          0,
          25.000616,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.37172908,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.739592124636118,
        "mobile_acc_per_sec": 671.7017918146985
      },
      "started": "2026-08-18T06:49:03.203854749+10:00",
      "ended": "2026-08-18T06:49:05.266053092+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|sgd|tricameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 160,
        "total_correct": 37,
        "total_train": 10,
        "infer_ms": 692.615859,
        "train_ms": 2186.924406,
        "blocked_train": 2186924406,
        "duration": 2227887558,
        "avg_accuracy": 9.883720930232558,
        "soft_acc": 10.464156244186047,
        "adapt_pct": 9.37406275,
        "stability": 87.66787339444896,
        "consistency": 41.86046511627907,
        "throughput": 71.81690989092547,
        "availability": 24.053001356450906,
        "score": 1.8075911483537894,
        "zero_downtime": 2.5169436433552117,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 20708176,
        "heap_mib": 19.748855590820312,
        "mobile_score": 120.098637433546,
        "mobile_throughput": 4771.60614027291,
        "mobile_availability": 1598.1117697593377,
        "mobile_accuracy": 695.2517486949454,
        "soft_acc_blocks": [
          24.994687,
          24.996999,
          0,
          0,
          0,
          24.992076,
          24.99777,
          0,
          0,
          24.996062,
          24.997046,
          0,
          0,
          0,
          24.995753,
          0,
          0,
          0,
          24.998628,
          24.993989,
          0,
          0,
          24.993533,
          24.995476,
          0,
          0,
          0,
          24.994315,
          25.002434,
          0,
          0,
          25.003354,
          25.002145,
          0,
          0,
          25.001532,
          24.999878,
          0,
          0,
          0,
          25.0030415,
          0,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.573870568,
        "time_to_acc50_sec": 0.974054697,
        "acc_per_sec": 4.696896037957965,
        "mobile_acc_per_sec": 312.0677011720829
      },
      "started": "2026-08-18T06:49:05.582564726+10:00",
      "ended": "2026-08-18T06:49:07.816713834+10:00"
    },
    {
      "cell": {
        "id": "int6|none|sgd|tricameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 136,
        "total_correct": 39,
        "total_train": 9,
        "infer_ms": 586.668562,
        "train_ms": 2001.58518,
        "blocked_train": 2001585180,
        "duration": 2067781355,
        "avg_accuracy": 11.09375,
        "soft_acc": 9.3745063875,
        "adapt_pct": 6.2514035,
        "stability": 87.89756403749385,
        "consistency": 37.5,
        "throughput": 65.77097702866172,
        "availability": 22.666578337356846,
        "score": 1.3975542275483783,
        "zero_downtime": 2.124879834063209,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 20713272,
        "heap_mib": 19.75371551513672,
        "mobile_score": 92.8552668676827,
        "mobile_throughput": 4369.906729743125,
        "mobile_availability": 1505.9960744311425,
        "mobile_accuracy": 622.8540368634647,
        "soft_acc_blocks": [
          24.994144,
          24.996441,
          0,
          0,
          24.998595,
          24.993404,
          0,
          0,
          0,
          24.9963925,
          0,
          0,
          0,
          0,
          0,
          0,
          0,
          24.998367,
          25.000461,
          0,
          0,
          24.993192,
          24.995344,
          0,
          0,
          25.004698,
          24.999839,
          0,
          0,
          25.00787,
          25.003358,
          0,
          0,
          0,
          0,
          0,
          24.9998,
          24.99835,
          0,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.124108096,
        "time_to_acc50_sec": 0.124108096,
        "acc_per_sec": 4.533606207847831,
        "mobile_acc_per_sec": 301.21851875555996
      },
      "started": "2026-08-18T06:49:08.149647416+10:00",
      "ended": "2026-08-18T06:49:10.223633758+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|sgd|tricameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 152,
        "total_correct": 41,
        "total_train": 10,
        "infer_ms": 651.544898,
        "train_ms": 2102.187853,
        "blocked_train": 2102187853,
        "duration": 2170584180,
        "avg_accuracy": 10.670731707317072,
        "soft_acc": 9.755859804878048,
        "adapt_pct": 6.249667625,
        "stability": 87.80517521609663,
        "consistency": 39.02439024390244,
        "throughput": 70.02723110236619,
        "availability": 23.660425935065618,
        "score": 1.616423157963978,
        "zero_downtime": 2.3082779834620073,
        "weight_bytes": 15806,
        "weight_mib": 0.015073776245117188,
        "heap_bytes": 20181272,
        "heap_mib": 19.246360778808594,
        "mobile_score": 107.23412180724006,
        "mobile_throughput": 4645.632916638917,
        "mobile_availability": 1569.6415782163333,
        "mobile_accuracy": 647.2074181171583,
        "soft_acc_blocks": [
          25.000668,
          24.99887,
          0,
          0,
          24.998895,
          24.997541,
          0,
          0,
          24.999706,
          25.002025,
          0,
          0,
          24.998782,
          24.998559,
          0,
          0,
          25.002016,
          24.998251,
          0,
          0,
          0,
          24.9999605,
          0,
          0,
          0,
          0,
          0,
          0,
          0,
          24.9981695,
          0,
          0,
          0,
          24.997777,
          24.998974,
          0,
          0,
          25.000546,
          24.999512,
          0,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.124238669,
        "time_to_acc50_sec": 0.574229839,
        "acc_per_sec": 4.4945779549900005,
        "mobile_acc_per_sec": 298.17199631352617
      },
      "started": "2026-08-18T06:49:10.507597382+10:00",
      "ended": "2026-08-18T06:49:12.684463789+10:00"
    },
    {
      "cell": {
        "id": "int5|none|sgd|tricameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 184,
        "total_correct": 43,
        "total_train": 11,
        "infer_ms": 724.040073,
        "train_ms": 2105.136699,
        "blocked_train": 2105136699,
        "duration": 2172417875,
        "avg_accuracy": 9.523809523809524,
        "soft_acc": 10.11881592857143,
        "adapt_pct": 12.499199625,
        "stability": 87.72913317363715,
        "consistency": 40.476190476190474,
        "throughput": 84.6982535530831,
        "availability": 25.59189938803866,
        "score": 2.1933435954302887,
        "zero_downtime": 2.58959719170083,
        "weight_bytes": 13152,
        "weight_mib": 0.012542724609375,
        "heap_bytes": 20622776,
        "heap_mib": 19.66741180419922,
        "mobile_score": 174.8697881631623,
        "mobile_throughput": 6752.7794949572435,
        "mobile_availability": 2040.3780027913645,
        "mobile_accuracy": 806.7478353952034,
        "soft_acc_blocks": [
          25.001723,
          25.002836,
          0,
          0,
          24.9996905,
          0,
          0,
          0,
          25.004413,
          0,
          0,
          24.999562,
          24.99788,
          0,
          0,
          0,
          25.001088,
          25.000172,
          0,
          0,
          25.0006655,
          0,
          0,
          25.00144,
          24.997713,
          0,
          0,
          24.997833,
          24.994504,
          0,
          0,
          24.998456,
          0,
          0,
          24.998851,
          24.995927,
          0,
          0,
          0,
          24.997515,
          0,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071041583,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.657858897690865,
        "mobile_acc_per_sec": 371.35941693317335
      },
      "started": "2026-08-18T06:49:13.036650667+10:00",
      "ended": "2026-08-18T06:49:15.215004103+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|sgd|tricameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 168,
        "total_correct": 46,
        "total_train": 11,
        "infer_ms": 631.013169,
        "train_ms": 2015.641717,
        "blocked_train": 2015641717,
        "duration": 2106038471,
        "avg_accuracy": 11.40625,
        "soft_acc": 10.0002639375,
        "adapt_pct": 9.375536625,
        "stability": 87.75222795987034,
        "consistency": 40,
        "throughput": 79.77062257567847,
        "availability": 23.841913516487093,
        "score": 1.901934482463996,
        "zero_downtime": 2.3842542793991965,
        "weight_bytes": 13176,
        "weight_mib": 0.01256561279296875,
        "heap_bytes": 20748704,
        "heap_mib": 19.787506103515625,
        "mobile_score": 151.3602650185312,
        "mobile_throughput": 6348.32728733414,
        "mobile_availability": 1897.3936177492387,
        "mobile_accuracy": 795.8437126994535,
        "soft_acc_blocks": [
          25.001852,
          25.002528,
          0,
          0,
          0,
          0,
          0,
          25.000399,
          0,
          0,
          0,
          25.0008705,
          0,
          0,
          25.001408,
          25.002074,
          0,
          0,
          25.000989,
          25.001669,
          0,
          0,
          25.001977,
          0,
          0,
          0,
          25.005227,
          25.000139,
          0,
          0,
          25.000811,
          0,
          0,
          24.997763,
          24.998389,
          0,
          0,
          24.997371,
          24.997091,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.088326914,
        "time_to_acc50_sec": 0.837997511,
        "acc_per_sec": 4.748376667949291,
        "mobile_acc_per_sec": 377.886597827231
      },
      "started": "2026-08-18T06:49:15.620002495+10:00",
      "ended": "2026-08-18T06:49:17.732136893+10:00"
    },
    {
      "cell": {
        "id": "int3|none|sgd|tricameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 216,
        "total_correct": 66,
        "total_train": 13,
        "infer_ms": 636.044408,
        "train_ms": 2090.875272,
        "blocked_train": 2090875272,
        "duration": 2163866487,
        "avg_accuracy": 12.957317073170731,
        "soft_acc": 10.366205682926829,
        "adapt_pct": 9.3750358125,
        "stability": 87.68311225188278,
        "consistency": 41.46341463414634,
        "throughput": 99.8213158240941,
        "availability": 23.32464768452586,
        "score": 2.4135605831393048,
        "zero_downtime": 2.4178809537959807,
        "weight_bytes": 7891,
        "weight_mib": 0.007525444030761719,
        "heap_bytes": 22840888,
        "heap_mib": 21.78276824951172,
        "mobile_score": 320.72002306753006,
        "mobile_throughput": 13264.50843512423,
        "mobile_availability": 3099.4380649409945,
        "mobile_accuracy": 1377.4875795438704,
        "soft_acc_blocks": [
          25.000693,
          0,
          0,
          24.9995975,
          0,
          0,
          25.001692,
          0,
          0,
          25.0007265,
          0,
          0,
          25.001267,
          24.998609,
          0,
          24.998134,
          0,
          0,
          24.9999385,
          0,
          0,
          24.999216,
          0,
          0,
          25.000169,
          0,
          0,
          25.0004105,
          0,
          0,
          0,
          25.003753,
          25.002318,
          0,
          0,
          25.002885,
          25.003341,
          0,
          25.002299,
          24.999384,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.082329895,
        "time_to_acc50_sec": 0.732333287,
        "acc_per_sec": 4.790593941541473,
        "mobile_acc_per_sec": 636.5862163028503
      },
      "started": "2026-08-18T06:49:18.268904564+10:00",
      "ended": "2026-08-18T06:49:20.437791197+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|sgd|tricameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 208,
        "total_correct": 33,
        "total_train": 14,
        "infer_ms": 611.232892,
        "train_ms": 2070.463333,
        "blocked_train": 2070463333,
        "duration": 2129245304,
        "avg_accuracy": 6.097560975609756,
        "soft_acc": 9.145985585365855,
        "adapt_pct": 9.374938125,
        "stability": 87.95875042152541,
        "consistency": 36.58536585365854,
        "throughput": 97.68719442952451,
        "availability": 22.792771466872612,
        "score": 2.03641030228631,
        "zero_downtime": 2.0846235928655505,
        "weight_bytes": 7915,
        "weight_mib": 0.007548332214355469,
        "heap_bytes": 20718768,
        "heap_mib": 19.758956909179688,
        "mobile_score": 269.78281353508146,
        "mobile_throughput": 12941.5600235165,
        "mobile_availability": 3019.577148913129,
        "mobile_accuracy": 1211.656472667162,
        "soft_acc_blocks": [
          25.001353,
          24.999767,
          0,
          0,
          25.000639,
          0,
          0,
          24.997766,
          0,
          0,
          24.997562,
          0,
          0,
          24.997705,
          0,
          0,
          25.000585,
          0,
          25.000903,
          24.9992,
          0,
          0,
          0,
          0,
          24.9997725,
          0,
          0,
          24.998017,
          0,
          0,
          24.9987505,
          0,
          0,
          24.999183,
          0,
          0,
          24.9971325,
          0,
          0,
          24.9970735,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.070062419,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.2954118852272245,
        "mobile_acc_per_sec": 569.0544299386004
      },
      "started": "2026-08-18T06:49:20.801562012+10:00",
      "ended": "2026-08-18T06:49:22.936111368+10:00"
    },
    {
      "cell": {
        "id": "float64|none|step_sgd|cnn|simd",
        "dtype": 0,
        "format": 0,
        "mode": "step_sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5584,
        "total_correct": 4655,
        "total_train": 193,
        "infer_ms": 666.536069,
        "train_ms": 1783.649299,
        "blocked_train": 1783649299,
        "duration": 2018685932,
        "avg_accuracy": 77.06342067231772,
        "soft_acc": 31.800601783819946,
        "adapt_pct": 31.004680522034885,
        "stability": 89.88294458311499,
        "consistency": 92.5,
        "throughput": 2766.155899480455,
        "availability": 27.20349560915344,
        "score": 239.29669774276465,
        "zero_downtime": 8.65087530994583,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 21125344,
        "heap_mib": 20.146697998046875,
        "mobile_score": 102500.31623052173,
        "mobile_throughput": 1184854.8563944516,
        "mobile_availability": 11652.341753212286,
        "mobile_accuracy": 13621.465611140025,
        "soft_acc_blocks": [
          25.227992105263155,
          25.814605285714286,
          26.732159380952382,
          27.718511444444445,
          28.85317225,
          30.03448825,
          31.92362133333333,
          32.61564422222222,
          34.31967140909091,
          34.79915561111111,
          0,
          0,
          35.06557963636364,
          29.267527153846153,
          29.981083210526315,
          31.7763556,
          33.62725665217391,
          34.771466000000004,
          35.01698929411765,
          36.49919333333334,
          37.112440105263154,
          39.09872542105263,
          39.412425999999996,
          39.248328095238094,
          40.47058029166667,
          40.18728747619048,
          31.630859952380952,
          27.99328895238095,
          31.196223444444442,
          32.56484921052631,
          34.402241133333334,
          0,
          35.96266375,
          37.04391144444444,
          38.500718649999996,
          39.45661855,
          39.686307142857146,
          41.522476210526314,
          41.5066126,
          40.98304075
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.068135599,
        "time_to_acc50_sec": 0.168318636,
        "acc_per_sec": 15.753120027102833,
        "mobile_acc_per_sec": 6747.689373177851
      },
      "started": "2026-08-18T06:49:23.363053155+10:00",
      "ended": "2026-08-18T06:49:25.382022629+10:00"
    },
    {
      "cell": {
        "id": "float32|none|step_sgd|cnn|simd",
        "dtype": 1,
        "format": 0,
        "mode": "step_sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8328,
        "total_correct": 6728,
        "total_train": 244,
        "infer_ms": 636.411433,
        "train_ms": 1692.316923,
        "blocked_train": 1692316923,
        "duration": 2013414433,
        "avg_accuracy": 80.69290606384074,
        "soft_acc": 34.59175526689762,
        "adapt_pct": 30.95056048511715,
        "stability": 94.31798681850466,
        "consistency": 100,
        "throughput": 4136.257227276964,
        "availability": 27.3287105969349,
        "score": 391.0202781572827,
        "zero_downtime": 9.453480687290437,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 20722776,
        "heap_mib": 19.762779235839844,
        "mobile_score": 334979.14966425725,
        "mobile_throughput": 3543447.760089191,
        "mobile_availability": 23411.95264942125,
        "mobile_accuracy": 29634.055858449705,
        "soft_acc_blocks": [
          24.8809453,
          25.424165789473683,
          25.63794488888889,
          26.292525333333334,
          26.244387333333336,
          27.51205635,
          28.943307888888892,
          30.52858884375,
          31.999762535714286,
          34.447681,
          28.766592225806452,
          30.75741840625,
          32.77743907692308,
          34.341646945945946,
          35.99213861111111,
          37.076757055555554,
          38.049895742857146,
          37.85679732258065,
          39.46398411111112,
          40.010481428571424,
          40.587750222222226,
          40.17442572727273,
          41.17280748387096,
          28.370196914285714,
          27.464085942857142,
          30.733455814814814,
          34.287614500000004,
          35.5523025625,
          36.92149538461538,
          38.88915410714286,
          39.750760620689654,
          40.63526586206897,
          40.36125337931034,
          41.34996862068965,
          41.80288270967741,
          42.488156354838715,
          42.348852478260866
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.122766432,
        "time_to_acc50_sec": 0.393255342,
        "acc_per_sec": 17.18064333896509,
        "mobile_acc_per_sec": 14718.309043953153
      },
      "started": "2026-08-18T06:49:25.768641786+10:00",
      "ended": "2026-08-18T06:49:27.782287103+10:00"
    },
    {
      "cell": {
        "id": "float16|none|step_sgd|cnn|simd",
        "dtype": 2,
        "format": 0,
        "mode": "step_sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5640,
        "total_correct": 4820,
        "total_train": 193,
        "infer_ms": 692.257645,
        "train_ms": 1726.147283,
        "blocked_train": 1726147283,
        "duration": 2019865514,
        "avg_accuracy": 85.08483748060281,
        "soft_acc": 34.34617380628459,
        "adapt_pct": 31.626173043556996,
        "stability": 95.39965018646357,
        "consistency": 100,
        "throughput": 2792.2651091908288,
        "availability": 28.624554845432407,
        "score": 274.51985093830035,
        "zero_downtime": 9.83143935848747,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 20946072,
        "heap_mib": 19.975730895996094,
        "mobile_score": 470351.18826385494,
        "mobile_throughput": 4784153.887475298,
        "mobile_availability": 49044.15232288257,
        "mobile_accuracy": 58847.34239395207,
        "soft_acc_blocks": [
          25.20329485,
          25.5602137,
          25.973569,
          26.601217055555555,
          27.46619505882353,
          28.268541333333335,
          30.240845999999998,
          30.43061007142857,
          32.831557631578946,
          34.44392627777778,
          35.64543589473684,
          37.51215145,
          37.5625955882353,
          30.631807,
          33.56146733333333,
          32.2932145,
          33.09411130769231,
          34.152015684210525,
          35.55058905,
          35.88471704347826,
          37.761390523809524,
          37.77782152380952,
          38.0871565,
          37.573965888888885,
          38.59153045,
          40.02396568421052,
          30.93274257894737,
          27.961908157894737,
          31.49878247058823,
          33.035351,
          35.449997631578945,
          35.52431085,
          38.21619415,
          38.34513285714286,
          39.66997073333334,
          38.74283709090909,
          40.368841583333335,
          39.76762631818182,
          41.0316615,
          40.577688928571426
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.069410909,
        "time_to_acc50_sec": 0.119360917,
        "acc_per_sec": 17.00418843147029,
        "mobile_acc_per_sec": 29134.287399865018
      },
      "started": "2026-08-18T06:49:28.179697385+10:00",
      "ended": "2026-08-18T06:49:30.199823681+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|step_sgd|cnn|simd",
        "dtype": 3,
        "format": 0,
        "mode": "step_sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6136,
        "total_correct": 4977,
        "total_train": 209,
        "infer_ms": 624.774601,
        "train_ms": 1767.860527,
        "blocked_train": 1767860527,
        "duration": 2016716303,
        "avg_accuracy": 79.49830247513316,
        "soft_acc": 32.656330652899925,
        "adapt_pct": 29.80071152472865,
        "stability": 95.54023618149702,
        "consistency": 100,
        "throughput": 3042.569741154118,
        "availability": 26.112406095209682,
        "score": 259.4506826635082,
        "zero_downtime": 8.527353675879667,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 21250344,
        "heap_mib": 20.265907287597656,
        "mobile_score": 444532.2859878607,
        "mobile_throughput": 5213015.700817681,
        "mobile_availability": 44739.93845374279,
        "mobile_accuracy": 55952.03361224705,
        "soft_acc_blocks": [
          25.273574478260866,
          25.66711357894737,
          26.33495968181818,
          27.21958377777778,
          28.68613168181818,
          29.641285888888888,
          31.007017,
          30.998993499999997,
          32.49604268,
          34.227588142857144,
          35.15715539130434,
          35.98395021052632,
          36.304016000000004,
          31.173674428571427,
          31.659420454545455,
          33.403054727272725,
          34.677369047619045,
          35.68165035,
          36.66339563636364,
          36.932255619047616,
          37.16443681818182,
          38.129292761904765,
          37.748212421052635,
          38.59064895652174,
          39.71519645833333,
          39.98676247619047,
          27.636272466666664,
          26.815674,
          25.750189555555558,
          25.66339056521739,
          26.604137476190473,
          28.544778047619047,
          30.950993142857143,
          31.939300833333334,
          33.88746179166667,
          34.74265868181818,
          35.796127739130434,
          37.34766809523809,
          37.3954609
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.077685268,
        "time_to_acc50_sec": 0.127597985,
        "acc_per_sec": 16.19282325645975,
        "mobile_acc_per_sec": 27744.127187852187
      },
      "started": "2026-08-18T06:49:30.579169675+10:00",
      "ended": "2026-08-18T06:49:32.596131342+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|step_sgd|cnn|simd",
        "dtype": 4,
        "format": 0,
        "mode": "step_sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5776,
        "total_correct": 2761,
        "total_train": 181,
        "infer_ms": 715.065311,
        "train_ms": 1699.953995,
        "blocked_train": 1699953995,
        "duration": 2243129048,
        "avg_accuracy": 46.87636883830311,
        "soft_acc": 24.99394060306676,
        "adapt_pct": 25.40088026511129,
        "stability": 95.8746871316967,
        "consistency": 97.36842105263158,
        "throughput": 2574.9744559502487,
        "availability": 29.60909294693646,
        "score": 190.5604465527371,
        "zero_downtime": 7.400479104264129,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 34654512,
        "heap_mib": 33.04911804199219,
        "mobile_score": 652997.0941322969,
        "mobile_throughput": 8823713.774910092,
        "mobile_availability": 101462.04001936878,
        "mobile_accuracy": 85647.2100058867,
        "soft_acc_blocks": [
          25.22126565,
          25.20963919047619,
          25.208370227272727,
          25.367503166666665,
          25.37996694117647,
          25.4957685,
          25.5035915,
          25.59540711111111,
          25.717073789473684,
          25.736712444444446,
          25.846775722222223,
          25.994843882352942,
          25.4064699375,
          25.580131666666666,
          25.70196261904762,
          25.905464090909092,
          25.93466247368421,
          26.082366999999998,
          0,
          26.190237333333332,
          26.33600288235294,
          26.19011794736842,
          26.227705666666665,
          26.321046904761904,
          26.26185605,
          25.57213557142857,
          24.826911421052632,
          25.1484441,
          25.065522714285716,
          25.29837042105263,
          25.476645684210524,
          25.606996923076924,
          25.5010548,
          25.642955740740742,
          25.703957947368423,
          25.7722265625,
          25.865271,
          25.87430733333333
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.118243315,
        "time_to_acc50_sec": 0.518183385,
        "acc_per_sec": 11.142444357069714,
        "mobile_acc_per_sec": 38182.025275028536
      },
      "started": "2026-08-18T06:49:33.004738477+10:00",
      "ended": "2026-08-18T06:49:35.248235806+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|step_sgd|cnn|simd",
        "dtype": 5,
        "format": 0,
        "mode": "step_sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5840,
        "total_correct": 2502,
        "total_train": 200,
        "infer_ms": 702.199798,
        "train_ms": 1711.549748,
        "blocked_train": 1711549748,
        "duration": 2014586724,
        "avg_accuracy": 42.210522606513514,
        "soft_acc": 25.209018362518133,
        "adapt_pct": 25.49723411777746,
        "stability": 95.94634086822074,
        "consistency": 97.5,
        "throughput": 2898.8575822660887,
        "availability": 29.0916594542158,
        "score": 212.59414970136126,
        "zero_downtime": 7.333721773774504,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 21665712,
        "heap_mib": 20.662033081054688,
        "mobile_score": 728500.4023439692,
        "mobile_throughput": 9933570.222817797,
        "mobile_availability": 99688.94086229996,
        "mobile_accuracy": 86384.221040836,
        "soft_acc_blocks": [
          25.10602804761905,
          25.251451315789474,
          25.387821315789473,
          25.45533876190476,
          25.485069,
          0,
          25.9395394,
          25.781617705882354,
          25.902627952380954,
          26.1335687,
          26.0677374,
          26.08601355,
          26.07092310526316,
          25.0203235,
          25.365426999999997,
          25.5107155,
          25.5494555625,
          25.801628315789472,
          25.763279818181818,
          25.956097166666666,
          25.95875619047619,
          26.133009523809523,
          26.088377318181816,
          26.067929857142854,
          26.128636272727274,
          26.29802776923077,
          25.48264447826087,
          25.33517275,
          25.448496,
          25.74417060869565,
          26.01601176923077,
          25.909521470588235,
          25.988899782608694,
          26.261542000000002,
          26.0306741875,
          26.199602105263157,
          26.454164363636366,
          26.305643375,
          26.466907227272728,
          26.40788433333333
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.073551369,
        "time_to_acc50_sec": 1.123069469,
        "acc_per_sec": 12.51324555165595,
        "mobile_acc_per_sec": 42879.375711023495
      },
      "started": "2026-08-18T06:49:35.73647555+10:00",
      "ended": "2026-08-18T06:49:37.751339306+10:00"
    },
    {
      "cell": {
        "id": "int64|none|step_sgd|cnn|simd",
        "dtype": 6,
        "format": 0,
        "mode": "step_sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3400,
        "total_correct": 2713,
        "total_train": 152,
        "infer_ms": 548.806401,
        "train_ms": 1790.579173,
        "blocked_train": 1790579173,
        "duration": 2019641247,
        "avg_accuracy": 75.6918417741028,
        "soft_acc": 31.75030603665439,
        "adapt_pct": 23.295246832359307,
        "stability": 91.10282694439245,
        "consistency": 94.44444444444444,
        "throughput": 1683.4673014578218,
        "availability": 23.45942486349623,
        "score": 125.39203820903522,
        "zero_downtime": 7.448439188599045,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 23379488,
        "heap_mib": 22.296417236328125,
        "mobile_score": 53710.40925534204,
        "mobile_throughput": 721096.1638453582,
        "mobile_availability": 10048.60697943849,
        "mobile_accuracy": 13599.92193737374,
        "soft_acc_blocks": [
          25.2085018,
          25.607223666666666,
          26.318787909090908,
          27.266350444444445,
          28.355560733333334,
          30.564857,
          30.709879642857143,
          31.58476972222222,
          33.15210557142857,
          35.28763766666667,
          36.367757250000004,
          36.993732125,
          38.0596632,
          32.160008999999995,
          0,
          0,
          32.06106,
          32.4645398,
          33.91975346153846,
          34.82478428571429,
          36.12915861538461,
          38.0471,
          27.08962436363636,
          26.72069775,
          30.819644928571428,
          31.51233541666667,
          34.1907905,
          36.00967041176471,
          36.698657600000004,
          37.788756769230766,
          35.83771133333333,
          39.42921925,
          39.846699083333334,
          40.511768764705884,
          40.532967142857146,
          40.939242111111106
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.068141745,
        "time_to_acc50_sec": 0.118095451,
        "acc_per_sec": 15.720765301172515,
        "mobile_acc_per_sec": 6733.830554102235
      },
      "started": "2026-08-18T06:49:38.258507816+10:00",
      "ended": "2026-08-18T06:49:40.278451928+10:00"
    },
    {
      "cell": {
        "id": "int32|none|step_sgd|cnn|simd",
        "dtype": 7,
        "format": 0,
        "mode": "step_sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3160,
        "total_correct": 2262,
        "total_train": 136,
        "infer_ms": 831.34086,
        "train_ms": 1810.490658,
        "blocked_train": 1810490658,
        "duration": 2022259576,
        "avg_accuracy": 71.24300944153886,
        "soft_acc": 27.225349472648922,
        "adapt_pct": 27.681728280494507,
        "stability": 94.82019221246783,
        "consistency": 97.05882352941177,
        "throughput": 1562.6084986826636,
        "availability": 31.468352706661893,
        "score": 133.8744360711651,
        "zero_downtime": 8.567368997674476,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 21520040,
        "heap_mib": 20.523109436035156,
        "mobile_score": 114687.51689359314,
        "mobile_throughput": 1338655.0401263665,
        "mobile_availability": 26958.300169722796,
        "mobile_accuracy": 23323.405268490453,
        "soft_acc_blocks": [
          24.908618083333334,
          25.246608769230768,
          25.485613076923077,
          26.133046500000003,
          26.443895083333334,
          27.177841636363635,
          27.493123818181814,
          0,
          28.556681285714287,
          28.384557714285712,
          28.28126625,
          28.886936384615385,
          26.304228285714284,
          26.677209357142857,
          27.475805400000002,
          28.327050923076925,
          28.43659142857143,
          29.230071272727272,
          29.666222,
          30.125846538461538,
          30.362404571428574,
          30.508814,
          30.938709083333332,
          31.333299642857146,
          31.413006499999998,
          31.500928692307692,
          31.704943,
          24.7553203,
          24.708340285714286,
          24.954415153846153,
          26.33932035714286,
          27.56951846666667,
          27.9243833,
          28.40726490909091
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.068418984,
        "time_to_acc50_sec": 0.217637917,
        "acc_per_sec": 13.462836223280625,
        "mobile_acc_per_sec": 11533.339016064301
      },
      "started": "2026-08-18T06:49:40.642452274+10:00",
      "ended": "2026-08-18T06:49:42.665003933+10:00"
    },
    {
      "cell": {
        "id": "int16|none|step_sgd|cnn|simd",
        "dtype": 8,
        "format": 0,
        "mode": "step_sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4096,
        "total_correct": 3055,
        "total_train": 175,
        "infer_ms": 655.315468,
        "train_ms": 1706.216888,
        "blocked_train": 1706216888,
        "duration": 2026617954,
        "avg_accuracy": 74.92785319779097,
        "soft_acc": 27.926259779610973,
        "adapt_pct": 26.689394555492594,
        "stability": 98.42377915151103,
        "consistency": 100,
        "throughput": 2021.1012104751148,
        "availability": 27.749586675576346,
        "score": 156.62365503146466,
        "zero_downtime": 7.7494216627897625,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 28391048,
        "heap_mib": 27.07581329345703,
        "mobile_score": 268352.6236899887,
        "mobile_throughput": 3462872.913194696,
        "mobile_availability": 47545.01731687768,
        "mobile_accuracy": 47847.72185402836,
        "soft_acc_blocks": [
          25.26339814285714,
          25.586489117647062,
          25.916994846153845,
          26.1701645,
          26.332603000000002,
          26.558983133333335,
          26.702214666666666,
          26.95574269230769,
          27.2677905625,
          27.536178461538462,
          27.805755666666666,
          28.228569999999998,
          27.055421166666665,
          26.961829384615385,
          27.2111398125,
          27.845525444444444,
          27.896825411764706,
          28.5585565,
          28.9952331,
          29.014761,
          29.105159285714286,
          29.483289000000003,
          30.052326533333332,
          30.930027818181816,
          30.9366381,
          27.514473083333332,
          24.862985600000002,
          25.336046285714286,
          26.727735666666664,
          27.340875153846152,
          27.990822230769233,
          28.5080963,
          28.602168846153845,
          28.7312479375,
          29.6190345625,
          30.015814769230772,
          29.960845555555554,
          29.203196600000002,
          30.339171466666667
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.104573967,
        "time_to_acc50_sec": 0.154091268,
        "acc_per_sec": 13.779735704251525,
        "mobile_acc_per_sec": 23609.640761145827
      },
      "started": "2026-08-18T06:49:43.107988452+10:00",
      "ended": "2026-08-18T06:49:45.134893228+10:00"
    },
    {
      "cell": {
        "id": "int8|none|step_sgd|cnn|simd",
        "dtype": 9,
        "format": 0,
        "mode": "step_sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7344,
        "total_correct": 6052,
        "total_train": 230,
        "infer_ms": 759.811119,
        "train_ms": 1719.213486,
        "blocked_train": 1719213486,
        "duration": 2018035887,
        "avg_accuracy": 82.23826325066709,
        "soft_acc": 29.54169193610653,
        "adapt_pct": 27.98389507991891,
        "stability": 98.23165839157424,
        "consistency": 100,
        "throughput": 3639.182061780649,
        "availability": 30.649599744493052,
        "score": 329.50647675383266,
        "zero_downtime": 9.054410336167832,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 21523040,
        "heap_mib": 20.525970458984375,
        "mobile_score": 1129126.089439957,
        "mobile_throughput": 12470454.149064397,
        "mobile_availability": 105027.56438458021,
        "mobile_accuracy": 101231.07569802235,
        "soft_acc_blocks": [
          25.355397458333332,
          26.35575492,
          26.98100980769231,
          27.26605659090909,
          28.086466863636364,
          28.32036795652174,
          28.600825933333333,
          29.426630666666668,
          29.830551318181815,
          30.389659961538463,
          30.721299733333336,
          30.542026933333332,
          31.473685736842107,
          27.588420080000002,
          28.133295535714286,
          28.789177555555554,
          29.087209518518517,
          29.535035360000002,
          29.919443769230767,
          30.3079901,
          30.477046033333334,
          30.99174930769231,
          31.014622576923077,
          31.32889651724138,
          31.880136296296296,
          31.822218857142854,
          28.006195703703703,
          26.223358043478264,
          27.573416535714284,
          28.470087666666668,
          30.540766,
          28.440512,
          29.044552692307693,
          29.766373666666667,
          30.731573958333332,
          31.13011966666667,
          31.330820640000002,
          31.445845826086956,
          32.00594624,
          32.73313341666667
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.070873875,
        "time_to_acc50_sec": 0.120892113,
        "acc_per_sec": 14.63883379201102,
        "mobile_acc_per_sec": 50163.169223175646
      },
      "started": "2026-08-18T06:49:45.485768287+10:00",
      "ended": "2026-08-18T06:49:47.50406282+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|step_sgd|cnn|simd",
        "dtype": 10,
        "format": 0,
        "mode": "step_sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5240,
        "total_correct": 4113,
        "total_train": 188,
        "infer_ms": 706.736307,
        "train_ms": 1744.17564,
        "blocked_train": 1744175640,
        "duration": 2018329429,
        "avg_accuracy": 77.41457679931587,
        "soft_acc": 27.014596722692623,
        "adapt_pct": 26.175865643040584,
        "stability": 95.39192958780902,
        "consistency": 97.5,
        "throughput": 2596.206508565951,
        "availability": 28.83564657902416,
        "score": 202.24016785661442,
        "zero_downtime": 7.789833635704289,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 21283992,
        "heap_mib": 20.297996520996094,
        "mobile_score": 86345.35270782464,
        "mobile_throughput": 1108436.4152793365,
        "mobile_availability": 12311.224327054902,
        "mobile_accuracy": 11533.73687829566,
        "soft_acc_blocks": [
          25.131573826086957,
          25.5611876875,
          25.908982375,
          26.111551,
          26.502531363636365,
          26.9304448125,
          27.417551333333332,
          27.887475176470588,
          28.081014733333333,
          28.301970058823528,
          28.898711944444447,
          28.913549647058826,
          29.33745695,
          26.712832133333333,
          27.186520444444444,
          27.678999470588234,
          27.83794752631579,
          28.207932590909092,
          28.63394915,
          28.783795047619048,
          28.915027900000002,
          29.19203485,
          29.831120263157896,
          0,
          30.386651230769232,
          30.2942452,
          26.3714923,
          23.325700599999998,
          24.658147857142858,
          25.6352848125,
          26.335727941176472,
          26.751763588235296,
          27.25819717647059,
          27.57435382352941,
          28.091319625,
          28.40752,
          28.750834352941176,
          29.377443615384614,
          29.615512499999998,
          29.785514
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.072961006,
        "time_to_acc50_sec": 0.120434457,
        "acc_per_sec": 13.384632030102864,
        "mobile_acc_per_sec": 5714.496708305025
      },
      "started": "2026-08-18T06:49:47.85359533+10:00",
      "ended": "2026-08-18T06:49:49.87219403+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|step_sgd|cnn|simd",
        "dtype": 11,
        "format": 0,
        "mode": "step_sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5424,
        "total_correct": 4163,
        "total_train": 189,
        "infer_ms": 721.192739,
        "train_ms": 1766.115432,
        "blocked_train": 1766115432,
        "duration": 2024301189,
        "avg_accuracy": 75.92661940413257,
        "soft_acc": 27.830624292236365,
        "adapt_pct": 26.334320630578716,
        "stability": 98.44695981064154,
        "consistency": 100,
        "throughput": 2679.443172524857,
        "availability": 28.994908930406112,
        "score": 216.21670671678478,
        "zero_downtime": 8.069464168297415,
        "weight_bytes": 1232,
        "weight_mib": 0.0011749267578125,
        "heap_bytes": 21381112,
        "heap_mib": 20.39061737060547,
        "mobile_score": 184025.6894985871,
        "mobile_throughput": 2280519.321488169,
        "mobile_availability": 24678.05651510513,
        "mobile_accuracy": 23687.114202805227,
        "soft_acc_blocks": [
          24.9372729,
          25.368662315789475,
          25.69112538888889,
          26.039098941176473,
          26.191864470588232,
          26.93122589473684,
          27.346388555555553,
          27.54779176470588,
          28.1482261875,
          28.640007333333333,
          28.56764477777778,
          28.894569055555557,
          29.144044529411765,
          26.14641925,
          26.357156125,
          26.649929454545454,
          27.599625647058826,
          27.970916222222222,
          28.146148866666667,
          28.435218826086956,
          29.16232,
          28.90826357894737,
          29.268586999999997,
          29.520342052631577,
          29.465184272727274,
          30.201133999999996,
          25.597382157894735,
          24.21172395,
          25.617394444444443,
          26.950515133333333,
          27.65818461111111,
          27.931883699999997,
          28.339229789473688,
          28.576843166666666,
          28.740130266666664,
          29.072105066666666,
          29.325557444444446,
          29.648810684210527,
          30.006986863636367,
          30.269057
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.125312521,
        "time_to_acc50_sec": 0.175304978,
        "acc_per_sec": 13.748262582399919,
        "mobile_acc_per_sec": 11701.37839740469
      },
      "started": "2026-08-18T06:49:50.33129555+10:00",
      "ended": "2026-08-18T06:49:52.355862207+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|step_sgd|cnn|simd",
        "dtype": 12,
        "format": 0,
        "mode": "step_sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5448,
        "total_correct": 4296,
        "total_train": 168,
        "infer_ms": 846.825089,
        "train_ms": 1674.120775,
        "blocked_train": 1674120775,
        "duration": 2019046044,
        "avg_accuracy": 77.57389989888311,
        "soft_acc": 28.17869164584987,
        "adapt_pct": 27.143664675853444,
        "stability": 98.63777601062534,
        "consistency": 100,
        "throughput": 2698.3039917241235,
        "availability": 33.59156184561367,
        "score": 255.41235262891487,
        "zero_downtime": 9.46566263150043,
        "weight_bytes": 620,
        "weight_mib": 0.000591278076171875,
        "heap_bytes": 21179480,
        "heap_mib": 20.198326110839844,
        "mobile_score": 431966.55333905976,
        "mobile_throughput": 4563510.978106637,
        "mobile_availability": 56811.78315133258,
        "mobile_accuracy": 47657.25769554625,
        "soft_acc_blocks": [
          25.45498033333333,
          25.890061315789474,
          26.41993088888889,
          26.87792205882353,
          27.702375705882353,
          27.73355472727273,
          27.782625466666666,
          28.5305878,
          28.400263428571428,
          28.84867395,
          29.00961672222222,
          26.851205888888888,
          26.744717,
          26.896071222222222,
          27.80450853846154,
          28.13288777777778,
          28.2125175,
          28.53109638888889,
          28.875004111111114,
          29.29069185,
          29.39874242857143,
          29.974952409090907,
          30.4203778,
          30.34893912,
          25.6092785,
          26.05415066666667,
          26.840446470588237,
          27.123473285714287,
          27.483138333333333,
          28.23001261904762,
          28.3355545625,
          29.218003,
          28.998257263157896,
          29.136938058823528,
          29.663662666666667,
          30.110459733333336,
          30.034963649999998,
          29.8196393
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.073678818,
        "time_to_acc50_sec": 0.073678818,
        "acc_per_sec": 13.956438353443449,
        "mobile_acc_per_sec": 23603.848875645675
      },
      "started": "2026-08-18T06:49:52.750511142+10:00",
      "ended": "2026-08-18T06:49:54.769855987+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|step_sgd|cnn|simd",
        "dtype": 13,
        "format": 0,
        "mode": "step_sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8008,
        "total_correct": 6587,
        "total_train": 235,
        "infer_ms": 737.85938,
        "train_ms": 1665.564326,
        "blocked_train": 1665564326,
        "duration": 2015315427,
        "avg_accuracy": 82.82283169652598,
        "soft_acc": 30.275729869069533,
        "adapt_pct": 28.613736695213248,
        "stability": 98.05682431390034,
        "consistency": 100,
        "throughput": 3973.571527669351,
        "availability": 30.700345434638894,
        "score": 369.33368470920374,
        "zero_downtime": 9.294753652662493,
        "weight_bytes": 314,
        "weight_mib": 0.0002994537353515625,
        "heap_bytes": 21690184,
        "heap_mib": 20.68537139892578,
        "mobile_score": 1233358.0820943885,
        "mobile_throughput": 13269400.440119164,
        "mobile_availability": 102521.16374035641,
        "mobile_accuracy": 101103.19657066706,
        "soft_acc_blocks": [
          25.453802166666666,
          26.63672188888889,
          27.5142844,
          28.756963565217394,
          29.16552646153846,
          29.700412181818184,
          30.328649384615385,
          31.03372868,
          31.25522989285714,
          31.699752880000002,
          32.343940230769235,
          32.671293874999996,
          32.064003925925924,
          28.483360807692307,
          29.358293551724138,
          29.783432625,
          29.86953311764706,
          29.2666788,
          29.78364996296296,
          30.28507880952381,
          30.776800655172412,
          30.90954532142857,
          31.352959862068964,
          31.667413413793106,
          31.606574249999998,
          31.615648999999998,
          27.037823239999998,
          26.099401208333333,
          27.55221813636364,
          28.531360066666664,
          29.886178379310344,
          30.769821076923076,
          30.83956109375,
          31.322528857142856,
          32.09510188461539,
          32.35046010714286,
          32.95506683333333,
          32.771719555555556,
          32.506638280000004,
          32.92803633333333
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.072510435,
        "time_to_acc50_sec": 0.072510435,
        "acc_per_sec": 15.022824448943958,
        "mobile_acc_per_sec": 50167.430475719295
      },
      "started": "2026-08-18T06:49:55.1791063+10:00",
      "ended": "2026-08-18T06:49:57.194825945+10:00"
    },
    {
      "cell": {
        "id": "int4|none|step_sgd|cnn|simd",
        "dtype": 14,
        "format": 0,
        "mode": "step_sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7376,
        "total_correct": 1988,
        "total_train": 227,
        "infer_ms": 694.521449,
        "train_ms": 1703.192899,
        "blocked_train": 1703192899,
        "duration": 2019799898,
        "avg_accuracy": 26.845849101637974,
        "soft_acc": 25.11883867321172,
        "adapt_pct": 25.02394066345767,
        "stability": 99.85019941375255,
        "consistency": 100,
        "throughput": 3651.8469019152312,
        "availability": 28.965979603838946,
        "score": 265.7053746314439,
        "zero_downtime": 7.275917686803716,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 21346216,
        "heap_mib": 20.357337951660156,
        "mobile_score": 1820995.2869904633,
        "mobile_throughput": 25027705.993612193,
        "mobile_availability": 198516.54267369298,
        "mobile_accuracy": 172150.40118040296,
        "soft_acc_blocks": [
          25.31505232,
          25.313270782608697,
          25.30928908,
          25.284472349999998,
          25.36949952631579,
          25.343579913043477,
          25.327658666666668,
          25.300361407407408,
          25.25934811538462,
          25.358287400000002,
          25.34435368181818,
          25.3308606,
          25.357126526315792,
          24.953250320000002,
          24.94709973076923,
          25.037480363636362,
          25.004423333333335,
          24.928918190476193,
          25.00555248148148,
          24.968257954545457,
          24.99014766666667,
          24.943583956521742,
          25.007704884615386,
          25.0077515,
          24.949881148148148,
          24.93857792307692,
          25.0640766,
          25.06032528571429,
          25.037463615384617,
          25.08740605882353,
          24.971939777777777,
          25.074016448275863,
          25.070523956521743,
          25.08246244,
          25.07069975,
          25.077975807692308,
          25.061957869565216,
          25.06325795,
          25.06399984,
          25.071651705882353
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.068633307,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.436300594967017,
        "mobile_acc_per_sec": 85231.41393900741
      },
      "started": "2026-08-18T06:49:57.55316547+10:00",
      "ended": "2026-08-18T06:49:59.573223753+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|step_sgd|cnn|simd",
        "dtype": 15,
        "format": 0,
        "mode": "step_sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4992,
        "total_correct": 959,
        "total_train": 181,
        "infer_ms": 699.560386,
        "train_ms": 1744.256772,
        "blocked_train": 1744256772,
        "duration": 2016753602,
        "avg_accuracy": 18.42663043093051,
        "soft_acc": 24.270331466559945,
        "adapt_pct": 24.8347925985954,
        "stability": 96.11062414387396,
        "consistency": 97.5,
        "throughput": 2475.2651960306252,
        "availability": 28.62572528022164,
        "score": 171.97049530199106,
        "zero_downtime": 6.9475584102166374,
        "weight_bytes": 161,
        "weight_mib": 0.00015354156494140625,
        "heap_bytes": 21863280,
        "heap_mib": 20.850448608398438,
        "mobile_score": 1120025.6775265874,
        "mobile_throughput": 16121140.85834167,
        "mobile_availability": 186436.3261579732,
        "mobile_accuracy": 158070.1061358979,
        "soft_acc_blocks": [
          24.92835345,
          24.96769525,
          25.01430552173913,
          0,
          25.043734,
          24.821694666666666,
          24.97216438095238,
          24.94983682352941,
          25.053575055555555,
          25.013177294117646,
          24.975163611111114,
          25.0422133125,
          25.087781266666664,
          24.97546786666667,
          24.903976800000002,
          25.00240875,
          24.966433625,
          25.035745941176472,
          24.966133785714284,
          25.007056473684212,
          25.074928277777776,
          24.988213000000002,
          25.033598666666666,
          25.07909623076923,
          25.06052063157895,
          25.022857899999998,
          24.788776300000002,
          24.628295923076923,
          24.640552411764705,
          24.651081470588235,
          24.6852578,
          24.646344133333333,
          24.64092705,
          24.617189,
          24.70583986666667,
          24.73122811764706,
          24.777648615384617,
          24.76622777777778,
          24.755290214285715,
          24.7924674
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071750175,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.034356325180841,
        "mobile_acc_per_sec": 78378.49203747096
      },
      "started": "2026-08-18T06:49:59.956218803+10:00",
      "ended": "2026-08-18T06:50:01.973234853+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|step_sgd|cnn|simd",
        "dtype": 16,
        "format": 0,
        "mode": "step_sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6424,
        "total_correct": 1627,
        "total_train": 212,
        "infer_ms": 670.911067,
        "train_ms": 1787.947117,
        "blocked_train": 1787947117,
        "duration": 2022534113,
        "avg_accuracy": 24.990772909223857,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 3176.2134238968956,
        "availability": 27.285472231203723,
        "score": 216.6612079452881,
        "zero_downtime": 6.82136805780093,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 21474992,
        "heap_mib": 20.480148315429688,
        "mobile_score": 1484874.135832931,
        "mobile_throughput": 21767981.484811183,
        "mobile_availability": 186999.2897405665,
        "mobile_accuracy": 171335.9477124183,
        "soft_acc_blocks": [
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.172984931,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.360730946049562,
        "mobile_acc_per_sec": 84713.50204238475
      },
      "started": "2026-08-18T06:50:02.492046728+10:00",
      "ended": "2026-08-18T06:50:04.514954382+10:00"
    },
    {
      "cell": {
        "id": "int2|none|step_sgd|cnn|simd",
        "dtype": 17,
        "format": 0,
        "mode": "step_sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7016,
        "total_correct": 2004,
        "total_train": 230,
        "infer_ms": 656.531457,
        "train_ms": 1760.191182,
        "blocked_train": 1760191182,
        "duration": 2025800722,
        "avg_accuracy": 27.881670826997315,
        "soft_acc": 25.038552759659936,
        "adapt_pct": 25.08784442947131,
        "stability": 99.83234398015229,
        "consistency": 100,
        "throughput": 3463.321897266063,
        "availability": 27.166189715161604,
        "score": 235.5758739050063,
        "zero_downtime": 6.802020744620049,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 22007640,
        "heap_mib": 20.988121032714844,
        "mobile_score": 3208041.656569037,
        "mobile_throughput": 47163067.81490467,
        "mobile_availability": 369945.6434644843,
        "mobile_accuracy": 340971.75972095033,
        "soft_acc_blocks": [
          25.0525194,
          25.030810875,
          25.055634423076924,
          25.037984761904763,
          24.896680333333332,
          24.977283625,
          24.916716875,
          25.207978428571426,
          25.087523208333334,
          25.127097480000003,
          25.141823476190478,
          25.044862000000002,
          25.13542742857143,
          24.96363194117647,
          24.88304315,
          24.828183319999997,
          24.956748961538462,
          24.835825041666666,
          24.87830692,
          24.712920347826085,
          24.769063217391302,
          24.941489,
          24.789823,
          24.824392791666668,
          24.768499318181817,
          24.919792260869563,
          25.1568364375,
          25.311868083333334,
          25.38985932,
          25.212584222222223,
          25.060642200000004,
          25.13891035,
          25.218435571428568,
          25.144060392857142,
          25.30175008695652,
          25.21145873076923,
          25.3223524,
          25.09877688888889,
          25.16401376,
          25.026500357142858
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.072094029,
        "time_to_acc50_sec": 1.421260572,
        "acc_per_sec": 12.359830109518509,
        "mobile_acc_per_sec": 168314.56125868156
      },
      "started": "2026-08-18T06:50:04.882004203+10:00",
      "ended": "2026-08-18T06:50:06.908059404+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|step_sgd|cnn|simd",
        "dtype": 18,
        "format": 0,
        "mode": "step_sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5048,
        "total_correct": 1446,
        "total_train": 178,
        "infer_ms": 734.140639,
        "train_ms": 1757.097423,
        "blocked_train": 1757097423,
        "duration": 2023676352,
        "avg_accuracy": 28.71717498053847,
        "soft_acc": 25.125240135440826,
        "adapt_pct": 25.09934904800182,
        "stability": 99.7286956764632,
        "consistency": 100,
        "throughput": 2494.470024819463,
        "availability": 29.46890745602296,
        "score": 184.69389733095312,
        "zero_downtime": 7.404133763616596,
        "weight_bytes": 85,
        "weight_mib": 0.00008106231689453125,
        "heap_bytes": 21885688,
        "heap_mib": 20.87181854248047,
        "mobile_score": 2278418.6833847235,
        "mobile_throughput": 30772251.773471687,
        "mobile_availability": 363533.9894659616,
        "mobile_accuracy": 309949.6917677647,
        "soft_acc_blocks": [
          25.053352933333333,
          25.006478785714286,
          25.059097875,
          25.171175647058824,
          25.105646266666668,
          25.068892125,
          25.063432928571427,
          25.03898866666667,
          25.1377846875,
          25.065128133333335,
          25.005511555555554,
          25.192902,
          25.106887263157898,
          24.80102257142857,
          24.793097944444444,
          24.81811177777778,
          24.8252885,
          24.820746105263158,
          24.82341316666667,
          24.8562926875,
          24.80039892857143,
          24.76628375,
          24.8075488125,
          24.791784578947368,
          24.806557625,
          24.8473585,
          25.227070263157895,
          25.430407125,
          25.4330364375,
          25.466757764705882,
          25.516111777777777,
          25.456910428571426,
          25.4573605,
          25.523158619047617,
          25.467730000000003,
          25.486937,
          25.471454583333337,
          25.552878894736843,
          25.442090823529412,
          25.444517384615384
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.119335971,
        "time_to_acc50_sec": 1.569491175,
        "acc_per_sec": 12.415641518274176,
        "mobile_acc_per_sec": 153161.69083136308
      },
      "started": "2026-08-18T06:50:07.45923153+10:00",
      "ended": "2026-08-18T06:50:09.483264235+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|step_sgd|cnn|simd",
        "dtype": 19,
        "format": 0,
        "mode": "step_sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7384,
        "total_correct": 2944,
        "total_train": 229,
        "infer_ms": 715.72178,
        "train_ms": 1728.20931,
        "blocked_train": 1728209310,
        "duration": 2016662667,
        "avg_accuracy": 40.196461006454875,
        "soft_acc": 25.119422399718516,
        "adapt_pct": 24.965603878861184,
        "stability": 99.43411779337502,
        "consistency": 100,
        "throughput": 3661.4948651697337,
        "availability": 29.285677608855984,
        "score": 269.35395419711296,
        "zero_downtime": 7.35639306118832,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 20935816,
        "heap_mib": 19.96595001220703,
        "mobile_score": 3668027.1672232714,
        "mobile_throughput": 49861761.55506778,
        "mobile_availability": 398808.5543426464,
        "mobile_accuracy": 342073.03197671747,
        "soft_acc_blocks": [
          25.187706809523807,
          25.321372185185187,
          25.334672125,
          25.23517276190476,
          25.26196463636364,
          25.431609857142856,
          25.355867344827587,
          25.336852060606063,
          25.293304523809525,
          25.25425509090909,
          25.246259384615385,
          25.341146782608693,
          25.292106923076922,
          24.34022844,
          24.332449476190476,
          24.34525866666667,
          24.333656523809523,
          24.326111884615386,
          24.32411548,
          24.270912499999998,
          24.37862884,
          24.2897238,
          24.322309045454542,
          24.316340461538463,
          24.436327545454546,
          24.388172470588234,
          25.626722833333332,
          25.732545515151514,
          25.667346705882352,
          25.742669959999997,
          25.71642276,
          25.790569679999997,
          25.662436624999998,
          25.617243368421054,
          25.581785319999998,
          25.68750220833333,
          25.62552279166667,
          25.6733698,
          25.68664672413793,
          25.669586076923075
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.070717157,
        "time_to_acc50_sec": 0.120934509,
        "acc_per_sec": 12.455936637675912,
        "mobile_acc_per_sec": 169623.32747776178
      },
      "started": "2026-08-18T06:50:09.871829797+10:00",
      "ended": "2026-08-18T06:50:11.888753349+10:00"
    },
    {
      "cell": {
        "id": "binary|none|step_sgd|cnn|simd",
        "dtype": 20,
        "format": 0,
        "mode": "step_sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6928,
        "total_correct": 2484,
        "total_train": 211,
        "infer_ms": 666.733468,
        "train_ms": 1560.592127,
        "blocked_train": 1560592127,
        "duration": 2046912194,
        "avg_accuracy": 37.10407140193596,
        "soft_acc": 25.345824373390478,
        "adapt_pct": 25.03074938645382,
        "stability": 98.90294880384319,
        "consistency": 100,
        "throughput": 3384.610253584722,
        "availability": 29.93426149713868,
        "score": 256.7932685870888,
        "zero_downtime": 7.587085346536218,
        "weight_bytes": 39,
        "weight_mib": 0.00003719329833984375,
        "heap_bytes": 21885608,
        "heap_mib": 20.871742248535156,
        "mobile_score": 6904288.676973724,
        "mobile_throughput": 91000540.54520138,
        "mobile_availability": 804829.4406057356,
        "mobile_accuracy": 681462.1317474947,
        "soft_acc_blocks": [
          25.337227814814813,
          25.307222304347825,
          25.310656619047617,
          25.144927272727273,
          25.416675136363633,
          25.26821544827586,
          25.32274891666667,
          25.39048428,
          25.238458862068963,
          25.282415375,
          25.468198894736844,
          25.35437771428571,
          25.693838,
          26.456463423076926,
          26.643639107142857,
          26.465669551724137,
          26.284755083333334,
          26.396065428571426,
          26.524342821428572,
          26.59732633333333,
          26.41890876,
          26.506017958333334,
          26.50144652173913,
          26.439678249999996,
          26.5181467,
          26.587846761904764,
          24.0293004,
          23.524535461538463,
          23.742538,
          23.690011148148148,
          23.517415185185182,
          23.464494172413794,
          23.794340391304345,
          23.719263846153847,
          23.746201125
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.088080405,
        "time_to_acc50_sec": 0.738084375,
        "acc_per_sec": 12.382467820400546,
        "mobile_acc_per_sec": 332922.0148011365
      },
      "started": "2026-08-18T06:50:12.352808194+10:00",
      "ended": "2026-08-18T06:50:14.399983721+10:00"
    },
    {
      "cell": {
        "id": "int|none|step_sgd|cnn|simd",
        "dtype": 21,
        "format": 0,
        "mode": "step_sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3504,
        "total_correct": 3009,
        "total_train": 161,
        "infer_ms": 624.524447,
        "train_ms": 1759.750501,
        "blocked_train": 1759750501,
        "duration": 2021504222,
        "avg_accuracy": 81.72708584817958,
        "soft_acc": 32.705575697528275,
        "adapt_pct": 31.16286642157946,
        "stability": 92.79458674834228,
        "consistency": 97.5,
        "throughput": 1733.3626919330768,
        "availability": 26.193474352606415,
        "score": 148.49244249584373,
        "zero_downtime": 8.566726582204346,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 20947112,
        "heap_mib": 19.976722717285156,
        "mobile_score": 63605.233407892905,
        "mobile_throughput": 742468.3488792557,
        "mobile_availability": 11219.709380211856,
        "mobile_accuracy": 14009.102019040607,
        "soft_acc_blocks": [
          25.254082818181818,
          25.54907890909091,
          26.079134333333332,
          26.584556000000003,
          27.52503581818182,
          28.18937508333333,
          28.746527153846156,
          0,
          30.8510212,
          30.4912565625,
          31.816835538461536,
          33.3575,
          34.94021092857143,
          30.361349272727274,
          31.613821166666668,
          32.7278798,
          34.219409909090906,
          35.7300715,
          37.63181622222223,
          38.2913406,
          39.305111454545454,
          38.512203,
          37.9576868,
          39.5205326923077,
          40.6298182,
          41.048738,
          39.91913361538462,
          24.214883,
          27.458076875,
          28.067576714285714,
          30.418169769230772,
          32.21471566666667,
          34.05640835714286,
          35.149380692307695,
          36.2516459,
          37.275082272727275,
          38.6447355,
          38.110877900000006,
          39.28421481818182,
          40.22373385714286
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.072923611,
        "time_to_acc50_sec": 0.12274888,
        "acc_per_sec": 16.178831259214792,
        "mobile_acc_per_sec": 6930.038466692161
      },
      "started": "2026-08-18T06:50:14.813028611+10:00",
      "ended": "2026-08-18T06:50:16.834804655+10:00"
    },
    {
      "cell": {
        "id": "uint|none|step_sgd|cnn|simd",
        "dtype": 22,
        "format": 0,
        "mode": "step_sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4328,
        "total_correct": 3297,
        "total_train": 178,
        "infer_ms": 620.47471,
        "train_ms": 1817.795347,
        "blocked_train": 1817795347,
        "duration": 2117652789,
        "avg_accuracy": 77.17705460604068,
        "soft_acc": 28.007494724763085,
        "adapt_pct": 26.748879256822683,
        "stability": 98.55857660474553,
        "consistency": 100,
        "throughput": 2043.7722475003902,
        "availability": 25.447333375508865,
        "score": 145.66292941166532,
        "zero_downtime": 7.127160552738522,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 27485936,
        "heap_mib": 26.212631225585938,
        "mobile_score": 62190.00483337393,
        "mobile_throughput": 872577.5766266161,
        "mobile_availability": 10864.60221561791,
        "mobile_accuracy": 11957.649343857156,
        "soft_acc_blocks": [
          25.06356305882353,
          25.36480707692308,
          25.8587296,
          26.23725,
          26.621181125,
          27.055034071428572,
          27.395896923076922,
          27.84872172727273,
          28.34953575,
          28.618053714285715,
          29.048259153846153,
          29.44465825,
          27.1560194375,
          25.873551133333333,
          26.648775588235292,
          27.084659833333333,
          27.70003011111111,
          28.115807,
          27.925139,
          28.445184722222223,
          28.5750333,
          29.146598894736844,
          29.58190872727273,
          29.870663583333336,
          29.943199,
          28.275884533333333,
          25.257211375,
          26.427492846153847,
          27.26743930769231,
          27.6974197,
          27.693655454545453,
          28.005831583333332,
          28.757236444444445,
          29.131802285714286,
          29.50180525,
          29.556440833333333,
          29.5587565,
          30.270786952380952,
          29.357577,
          30.568188142857142
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.099680279,
        "time_to_acc50_sec": 0.199456026,
        "acc_per_sec": 13.225725610093432,
        "mobile_acc_per_sec": 5646.652466339304
      },
      "started": "2026-08-18T06:50:17.237413992+10:00",
      "ended": "2026-08-18T06:50:19.35541449+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|step_sgd|cnn|simd",
        "dtype": 23,
        "format": 0,
        "mode": "step_sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3392,
        "total_correct": 2413,
        "total_train": 150,
        "infer_ms": 502.025665,
        "train_ms": 1797.495116,
        "blocked_train": 1797495116,
        "duration": 2020830422,
        "avg_accuracy": 67.23522152253729,
        "soft_acc": 26.209898422196,
        "adapt_pct": 23.091239502442,
        "stability": 93.44122146374963,
        "consistency": 94.44444444444444,
        "throughput": 1678.5178820907518,
        "availability": 21.83175160442266,
        "score": 96.04613467306395,
        "zero_downtime": 5.722079919305326,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 21364016,
        "heap_mib": 20.374313354492188,
        "mobile_score": 41006.380989797515,
        "mobile_throughput": 716634.1884084658,
        "mobile_availability": 9320.949010732531,
        "mobile_accuracy": 11190.175263824347,
        "soft_acc_blocks": [
          25.077399285714286,
          25.29440311764706,
          25.909865,
          26.234069166666668,
          26.735318260869565,
          27.485579444444443,
          27.98912,
          27.781138714285714,
          28.265635583333335,
          28.469022133333333,
          28.74384347368421,
          28.915512857142858,
          26.731164461538462,
          27.435810230769228,
          27.386628,
          28.266544692307694,
          28.683410705882352,
          29.366645583333334,
          29.353845833333335,
          30.543081,
          0,
          30.164481125,
          24.496343,
          0,
          24.84613977777778,
          24.918317692307692,
          25.9912535,
          26.519435785714286,
          27.610807899999998,
          27.99252872222222,
          28.488539615384617,
          28.988752545454545,
          29.400221733333336,
          29.576446166666667,
          29.879518,
          30.015520090909092
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.120166854,
        "time_to_acc50_sec": 0.17001853,
        "acc_per_sec": 12.969865327074931,
        "mobile_acc_per_sec": 5537.414293649399
      },
      "started": "2026-08-18T06:50:19.962183751+10:00",
      "ended": "2026-08-18T06:50:21.983284589+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|step_sgd|cnn|simd",
        "dtype": 24,
        "format": 0,
        "mode": "step_sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3864,
        "total_correct": 3334,
        "total_train": 165,
        "infer_ms": 662.860099,
        "train_ms": 1756.636963,
        "blocked_train": 1756636963,
        "duration": 2022174275,
        "avg_accuracy": 85.66213236824449,
        "soft_acc": 33.90926631216382,
        "adapt_pct": 30.921707592765564,
        "stability": 95.93566553774663,
        "consistency": 100,
        "throughput": 1910.8145364968607,
        "availability": 27.39660689862826,
        "score": 177.51444866669405,
        "zero_downtime": 9.289988393752502,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 21765808,
        "heap_mib": 20.757492065429688,
        "mobile_score": 76036.51573738863,
        "mobile_throughput": 818478.0487833873,
        "mobile_availability": 11735.059017702624,
        "mobile_accuracy": 14524.69069956842,
        "soft_acc_blocks": [
          26.066215,
          26.676588636363636,
          27.334835733333332,
          28.476699999999997,
          29.4449204,
          30.84939725,
          31.417818399999998,
          32.6674367,
          33.31227413333333,
          34.555488,
          36.1359766,
          35.69491490909091,
          37.69704616666667,
          31.294575375,
          32.23054825,
          32.11104292307692,
          31.815995,
          34.584673099999996,
          35.064779,
          35.74001535714286,
          37.17405936363636,
          37.13083314285715,
          37.84148576923077,
          38.49813533333334,
          39.097900875,
          39.6856762,
          30.4193235,
          25.360750866666667,
          28.076555785714284,
          30.183817875,
          32.642090333333336,
          34.145424428571424,
          35.710683583333335,
          37.10495053333333,
          37.876132642857144,
          37.198609647058824,
          37.62183533333333,
          38.420760125,
          38.498999714285716,
          40.5113865
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.070951688,
        "time_to_acc50_sec": 0.070951688,
        "acc_per_sec": 16.768716095037767,
        "mobile_acc_per_sec": 7182.709660159445
      },
      "started": "2026-08-18T06:50:22.457207645+10:00",
      "ended": "2026-08-18T06:50:24.479638899+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|step_sgd|cnn|simd",
        "dtype": 25,
        "format": 0,
        "mode": "step_sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3736,
        "total_correct": 2846,
        "total_train": 157,
        "infer_ms": 697.323518,
        "train_ms": 1745.637926,
        "blocked_train": 1745637926,
        "duration": 2028912648,
        "avg_accuracy": 76.36610006802314,
        "soft_acc": 32.015614802873756,
        "adapt_pct": 30.126919924297056,
        "stability": 95.19600810362428,
        "consistency": 100,
        "throughput": 1841.3804082116403,
        "availability": 28.544188436237967,
        "score": 168.2763424468755,
        "zero_downtime": 9.138597418352383,
        "weight_bytes": 4896,
        "weight_mib": 0.004669189453125,
        "heap_bytes": 21534464,
        "heap_mib": 20.536865234375,
        "mobile_score": 36039.73326339357,
        "mobile_throughput": 394368.3216750263,
        "mobile_availability": 6113.306971755855,
        "mobile_accuracy": 6856.782129807629,
        "soft_acc_blocks": [
          24.466441642857145,
          24.833480833333336,
          25.244280357142856,
          25.8336517,
          26.620890777777777,
          27.470837799999998,
          27.9379185,
          27.20993766666667,
          28.047081,
          29.003434666666667,
          29.417331666666666,
          31.242566900000003,
          32.12221953846154,
          28.283163636363636,
          28.320625153846155,
          30.793945076923077,
          31.632219,
          32.767265,
          34.17121135714286,
          33.643795583333336,
          34.80699928571429,
          38.056670000000004,
          38.8793343,
          38.230154416666664,
          39.6624379,
          39.8573854375,
          25.83264133333333,
          26.934976833333334,
          29.360402923076926,
          30.747223599999998,
          31.539889799999997,
          33.20236775,
          35.406438,
          35.93454783333333,
          36.78745618181818,
          38.50264992857143,
          38.0485355625,
          37.86613208333333,
          39.89043628571428
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.121869404,
        "time_to_acc50_sec": 0.221959838,
        "acc_per_sec": 15.779691074641946,
        "mobile_acc_per_sec": 3379.535406103708
      },
      "started": "2026-08-18T06:50:24.960003088+10:00",
      "ended": "2026-08-18T06:50:26.989175892+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|step_sgd|cnn|simd",
        "dtype": 26,
        "format": 0,
        "mode": "step_sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3360,
        "total_correct": 955,
        "total_train": 142,
        "infer_ms": 752.234502,
        "train_ms": 1650.729773,
        "blocked_train": 1650729773,
        "duration": 2028473170,
        "avg_accuracy": 27.966748164116588,
        "soft_acc": 25.091978411625654,
        "adapt_pct": 25.003058163573233,
        "stability": 99.61630433604265,
        "consistency": 100,
        "throughput": 1656.4182606368909,
        "availability": 31.304439680028118,
        "score": 130.11005172861408,
        "zero_downtime": 7.854903246393031,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 21228488,
        "heap_mib": 20.24506378173828,
        "mobile_score": 891701.1607933545,
        "mobile_throughput": 11352159.699775089,
        "mobile_availability": 214543.033607354,
        "mobile_accuracy": 171966.31604541687,
        "soft_acc_blocks": [
          24.967987923076922,
          25.007597416666666,
          25.089546300000002,
          24.965245454545457,
          24.935332416666668,
          25.057155299999998,
          24.85346675,
          25.054702833333334,
          25.11795211111111,
          25.118433923076925,
          25.0020548,
          25.060675727272727,
          25.036290583333336,
          24.4734106,
          24.44051383333333,
          24.59156981818182,
          24.692740214285713,
          24.57193,
          24.527477142857144,
          24.622632000000003,
          24.7460293,
          24.623072307692308,
          24.776785909090908,
          24.7617336,
          25.2824151,
          25.345057818181818,
          25.465634555555553,
          25.389573000000002,
          25.542348545454544,
          25.580880250000003,
          25.439645153846154,
          25.5789671,
          25.567675142857144,
          25.65928514285714,
          25.66707547619048,
          25.689466615384617,
          25.670528076923077,
          25.5222914
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.138093331,
        "time_to_acc50_sec": 1.8891713,
        "acc_per_sec": 12.36988429658434,
        "mobile_acc_per_sec": 84776.23396192955
      },
      "started": "2026-08-18T06:50:27.4592213+10:00",
      "ended": "2026-08-18T06:50:29.48818374+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|step_sgd|cnn|simd",
        "dtype": 27,
        "format": 0,
        "mode": "step_sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1736,
        "total_correct": 1060,
        "total_train": 99,
        "infer_ms": 635.401768,
        "train_ms": 1756.882809,
        "blocked_train": 1756882809,
        "duration": 2028639369,
        "avg_accuracy": 58.13753132832081,
        "soft_acc": 25.24886324423559,
        "adapt_pct": 25.989610719642858,
        "stability": 93.97026877996355,
        "consistency": 94.73684210526315,
        "throughput": 855.7459874476093,
        "availability": 26.560459157280267,
        "score": 57.38815729733836,
        "zero_downtime": 6.706214009662744,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 21000600,
        "heap_mib": 20.027732849121094,
        "mobile_score": 261634.10620092985,
        "mobile_throughput": 3901368.280582019,
        "mobile_availability": 121089.82617958396,
        "mobile_accuracy": 115110.22619646773,
        "soft_acc_blocks": [
          24.831801285714285,
          24.739640499999997,
          25.1611984,
          25.958607999999998,
          25.731763833333332,
          26.06685725,
          0,
          0,
          26.2593625,
          26.23380585714286,
          26.702938,
          26.719424285714286,
          25.5190404,
          25.776869285714287,
          25.71310216666667,
          25.884843285714286,
          25.88058,
          26.643851,
          26.644628166666667,
          28.044567714285712,
          26.748923400000002,
          27.606758000000003,
          27.607956,
          27.597463285714287,
          27.309323999999997,
          28.668512333333336,
          28.20111714285714,
          25.764506,
          25.968187666666665,
          26.03218228571429,
          27.258154666666666,
          26.73979242857143,
          26.69661325,
          27.40050414285714,
          27.199215714285714,
          27.860606333333333,
          28.3538085,
          27.930296199999997
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.165512758,
        "time_to_acc50_sec": 0.215293653,
        "acc_per_sec": 12.446205880684351,
        "mobile_acc_per_sec": 56742.577293671624
      },
      "started": "2026-08-18T06:50:29.968042201+10:00",
      "ended": "2026-08-18T06:50:31.996987976+10:00"
    },
    {
      "cell": {
        "id": "int6|none|step_sgd|cnn|simd",
        "dtype": 28,
        "format": 0,
        "mode": "step_sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2048,
        "total_correct": 1099,
        "total_train": 112,
        "infer_ms": 575.261196,
        "train_ms": 1853.578978,
        "blocked_train": 1853578978,
        "duration": 2029140775,
        "avg_accuracy": 54.35553075396825,
        "soft_acc": 26.288715103105154,
        "adapt_pct": 25.521247278869048,
        "stability": 99.08187934119826,
        "consistency": 100,
        "throughput": 1009.2941925135775,
        "availability": 23.684604782068302,
        "score": 62.84247432799491,
        "zero_downtime": 6.226378274454355,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 21236536,
        "heap_mib": 20.25273895263672,
        "mobile_score": 286500.4798302243,
        "mobile_throughput": 4601398.553083118,
        "mobile_availability": 107978.73106070457,
        "mobile_accuracy": 119850.9379476243,
        "soft_acc_blocks": [
          24.850061571428572,
          24.9767818,
          25.06577557142857,
          25.019769,
          25.359069666666667,
          25.566831375,
          25.843809714285715,
          25.895906000000004,
          26.085928,
          26.508354714285712,
          26.320942833333334,
          26.836347166666666,
          27.117639,
          25.871245714285713,
          25.49358325,
          26.017498,
          26.125419299999997,
          26.147628666666666,
          26.544273285714286,
          26.41059575,
          26.846845000000002,
          26.52248457142857,
          27.098711285714284,
          27.213937666666666,
          27.230090333333333,
          27.04262825,
          25.120307999999998,
          24.7297503,
          25.322570833333334,
          25.489602833333333,
          25.950408142857146,
          26.05809675,
          25.843562833333333,
          26.43977511111111,
          27.028785833333334,
          27.6936615,
          27.6371395,
          28.019428714285713,
          28.075279285714284,
          28.128077
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.074854754,
        "time_to_acc50_sec": 0.37441059,
        "acc_per_sec": 12.955589590921878,
        "mobile_acc_per_sec": 59064.87091691521
      },
      "started": "2026-08-18T06:50:32.543562561+10:00",
      "ended": "2026-08-18T06:50:34.573022657+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|step_sgd|cnn|simd",
        "dtype": 29,
        "format": 0,
        "mode": "step_sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2256,
        "total_correct": 1586,
        "total_train": 117,
        "infer_ms": 595.75195,
        "train_ms": 1855.823812,
        "blocked_train": 1855823812,
        "duration": 2093726433,
        "avg_accuracy": 70.6283195970696,
        "soft_acc": 27.008072471259158,
        "adapt_pct": 25.944811752232145,
        "stability": 98.89993401532561,
        "consistency": 100,
        "throughput": 1077.5046655772912,
        "availability": 24.300776636573715,
        "score": 70.71847766861983,
        "zero_downtime": 6.563171365084643,
        "weight_bytes": 238,
        "weight_mib": 0.0002269744873046875,
        "heap_bytes": 21655280,
        "heap_mib": 20.652084350585938,
        "mobile_score": 311570.1615119777,
        "mobile_throughput": 4747250.135346108,
        "mobile_availability": 107063.91244736101,
        "mobile_accuracy": 118991.66638497077,
        "soft_acc_blocks": [
          24.84659975,
          25.286540857142857,
          25.254651,
          25.7171465,
          25.990436,
          26.396795142857144,
          26.671833666666668,
          26.809894,
          27.357846428571428,
          27.508392999999998,
          28.1293895,
          28.166955166666668,
          28.722028571428574,
          26.132807857142858,
          25.733463333333333,
          26.302294285714286,
          26.778223,
          26.821493125,
          27.183121285714286,
          27.499004142857142,
          27.436430333333334,
          27.891433222222222,
          27.679689,
          28.18655766666667,
          28.21386077777778,
          28.288462625,
          26.030700666666664,
          24.892088,
          25.716860875,
          25.972056,
          26.161858538461537,
          26.788663857142858,
          26.92951175,
          27.280752833333334,
          27.694819125,
          27.778054666666666,
          28.1607545,
          28.636031,
          28.777426,
          28.4979708
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.067368257,
        "time_to_acc50_sec": 0.177522839,
        "acc_per_sec": 12.899523092212476,
        "mobile_acc_per_sec": 56832.480361091555
      },
      "started": "2026-08-18T06:50:35.247732832+10:00",
      "ended": "2026-08-18T06:50:37.341764994+10:00"
    },
    {
      "cell": {
        "id": "int5|none|step_sgd|cnn|simd",
        "dtype": 30,
        "format": 0,
        "mode": "step_sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1872,
        "total_correct": 1054,
        "total_train": 106,
        "infer_ms": 485.76095,
        "train_ms": 1883.069122,
        "blocked_train": 1883069122,
        "duration": 2028542965,
        "avg_accuracy": 53.14301378446115,
        "soft_acc": 23.985470926200918,
        "adapt_pct": 25.517580726190477,
        "stability": 92.94020402255148,
        "consistency": 92.10526315789474,
        "throughput": 922.8298499460177,
        "availability": 20.506365388627167,
        "score": 45.38983197309677,
        "zero_downtime": 4.918548308309697,
        "weight_bytes": 192,
        "weight_mib": 0.00018310546875,
        "heap_bytes": 21134184,
        "heap_mib": 20.155128479003906,
        "mobile_score": 247889.00234907249,
        "mobile_throughput": 5039881.420505185,
        "mobile_availability": 111992.0968424225,
        "mobile_accuracy": 130992.65188495861,
        "soft_acc_blocks": [
          25.265275875,
          25.369076875,
          25.489004375,
          25.635001142857142,
          25.721615714285715,
          25.751133,
          25.988088285714287,
          26.2242774,
          26.343339444444446,
          26.54607085714286,
          26.44908,
          26.869713166666667,
          25.505643000000003,
          25.78375,
          25.897627125,
          26.244619333333333,
          26.394292333333336,
          26.400503375,
          26.785025333333333,
          26.804435428571427,
          26.862780833333332,
          27.377610285714287,
          27.418213166666664,
          27.336692285714285,
          27.362797857142855,
          26.090516,
          24.410635000000003,
          24.643242375,
          24.939519142857144,
          25.109427875,
          0,
          0,
          0,
          25.3765535,
          25.59061875,
          25.61175725,
          25.829489142857142,
          26.020469666666667
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.120176126,
        "time_to_acc50_sec": 0.220817289,
        "acc_per_sec": 11.823989602409489,
        "mobile_acc_per_sec": 64574.748548625685
      },
      "started": "2026-08-18T06:50:37.795773089+10:00",
      "ended": "2026-08-18T06:50:39.824603605+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|step_sgd|cnn|simd",
        "dtype": 31,
        "format": 0,
        "mode": "step_sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2368,
        "total_correct": 1418,
        "total_train": 128,
        "infer_ms": 576.700783,
        "train_ms": 1835.135463,
        "blocked_train": 1835135463,
        "duration": 2028019684,
        "avg_accuracy": 58.751341540404056,
        "soft_acc": 26.039804062363817,
        "adapt_pct": 25.454940441716268,
        "stability": 99.20842413634102,
        "consistency": 100,
        "throughput": 1167.6415266983176,
        "availability": 23.911274405816357,
        "score": 72.70260421043382,
        "zero_downtime": 6.226449004088728,
        "weight_bytes": 200,
        "weight_mib": 0.00019073486328125,
        "heap_bytes": 21650800,
        "heap_mib": 20.647811889648438,
        "mobile_score": 381171.02956279926,
        "mobile_throughput": 6121804.407496076,
        "mobile_availability": 125363.94235676646,
        "mobile_accuracy": 136523.56792248602,
        "soft_acc_blocks": [
          25.189256285714286,
          25.819063,
          25.220989,
          25.55693388888889,
          25.356741444444445,
          25.733033222222222,
          25.716479375,
          25.839437375,
          25.9734732,
          26.19688257142857,
          26.071220666666665,
          26.118638142857144,
          26.238366,
          25.748349375,
          25.67778511111111,
          26.19756466666667,
          26.43608825,
          26.42496525,
          26.620274625,
          26.905082833333335,
          27.2251835,
          27.52375127272727,
          27.10833875,
          27.697284142857143,
          27.675793857142857,
          27.555569000000002,
          25.752544666666665,
          24.28575175,
          24.730859714285714,
          24.810579999999998,
          25.097039166666665,
          25.23653525,
          25.548269375,
          25.714722857142856,
          25.876029142857142,
          25.93948625,
          25.909034571428574,
          26.269166444444444,
          26.29149,
          26.3041085
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.135168388,
        "time_to_acc50_sec": 0.135168388,
        "acc_per_sec": 12.840015443540347,
        "mobile_acc_per_sec": 67318.66016862882
      },
      "started": "2026-08-18T06:50:40.272655877+10:00",
      "ended": "2026-08-18T06:50:42.300976655+10:00"
    },
    {
      "cell": {
        "id": "int3|none|step_sgd|cnn|simd",
        "dtype": 32,
        "format": 0,
        "mode": "step_sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2608,
        "total_correct": 527,
        "total_train": 133,
        "infer_ms": 598.187296,
        "train_ms": 1833.772032,
        "blocked_train": 1833772032,
        "duration": 2038343103,
        "avg_accuracy": 20.232221771284273,
        "soft_acc": 24.93303746123467,
        "adapt_pct": 24.908281557765154,
        "stability": 99.93234008259446,
        "consistency": 100,
        "throughput": 1279.4705641859746,
        "availability": 24.596928456527213,
        "score": 78.46687671048325,
        "zero_downtime": 6.13276138637902,
        "weight_bytes": 115,
        "weight_mib": 0.00010967254638671875,
        "heap_bytes": 21137712,
        "heap_mib": 20.158493041992188,
        "mobile_score": 715465.0757701886,
        "mobile_throughput": 11666279.359233674,
        "mobile_availability": 224276.07698462156,
        "mobile_accuracy": 227340.7364256661,
        "soft_acc_blocks": [
          24.993202888888888,
          24.875070625,
          24.905405,
          24.843956555555554,
          24.95863575,
          24.943716875,
          25.050749666666665,
          24.994047285714284,
          24.845857875,
          24.996502666666668,
          25.03384677777778,
          24.89372,
          24.97147457142857,
          24.75273542857143,
          24.940208545454542,
          24.859234,
          24.876384666666667,
          24.839455,
          24.92820875,
          24.975260777777777,
          24.869149,
          24.916968714285712,
          24.925646333333333,
          24.854948666666665,
          24.838784909090908,
          24.93283,
          24.87960325,
          24.982058333333335,
          24.898636666666665,
          24.982301666666668,
          25.020508250000002,
          24.9850447,
          24.900745142857144,
          24.9467967,
          25.044238200000002,
          25.054579,
          24.941066222222222,
          24.95228857142857,
          25.00216725,
          24.91546316666667
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.329402498,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.232012081056734,
        "mobile_acc_per_sec": 111532.12434700996
      },
      "started": "2026-08-18T06:50:42.903635614+10:00",
      "ended": "2026-08-18T06:50:44.942260852+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|step_sgd|cnn|simd",
        "dtype": 33,
        "format": 0,
        "mode": "step_sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2896,
        "total_correct": 768,
        "total_train": 135,
        "infer_ms": 656.173657,
        "train_ms": 1734.080971,
        "blocked_train": 1734080971,
        "duration": 2062263943,
        "avg_accuracy": 26.349108067858065,
        "soft_acc": 25.076216544419893,
        "adapt_pct": 25.10407775694444,
        "stability": 99.8873453403375,
        "consistency": 100,
        "throughput": 1404.281934827001,
        "availability": 27.45204001755415,
        "score": 96.66982753390036,
        "zero_downtime": 6.883933000662683,
        "weight_bytes": 123,
        "weight_mib": 0.00011730194091796875,
        "heap_bytes": 37260272,
        "heap_mib": 35.53416442871094,
        "mobile_score": 824111.0656600577,
        "mobile_throughput": 11971514.911326483,
        "mobile_availability": 234028.86433696633,
        "mobile_accuracy": 213774.9499128588,
        "soft_acc_blocks": [
          25.020074363636365,
          24.975629333333334,
          24.959053444444447,
          25.0144432,
          24.9961355,
          25.0412573,
          25.037124363636362,
          25.076442375,
          25.018145,
          25.0217262,
          25.007863999999998,
          25.00544166666667,
          24.987040111111114,
          24.990548444444446,
          25.023420666666667,
          24.9881703,
          25.091798,
          24.965180666666665,
          25.1026205,
          24.923698636363635,
          24.966992,
          24.945753333333332,
          25.050205090909092,
          25.057554200000002,
          25.2549943,
          25.249041777777776,
          25.280137555555555,
          25.304313222222223,
          25.18144,
          25.230802999999998,
          25.10270425,
          25.02533125,
          25.178502249999998,
          25.36576481818182,
          25.085190666666666,
          25.2192538125
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.198640299,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.159557281470587,
        "mobile_acc_per_sec": 103660.32468272603
      },
      "started": "2026-08-18T06:50:45.494120636+10:00",
      "ended": "2026-08-18T06:50:47.557177391+10:00"
    },
    {
      "cell": {
        "id": "float64|none|step_sgd|bicameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "step_sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 792,
        "total_correct": 232,
        "total_train": 46,
        "infer_ms": 422.908104,
        "train_ms": 1913.862932,
        "blocked_train": 1913862932,
        "duration": 2018695694,
        "avg_accuracy": 27.146990740740744,
        "soft_acc": 23.61119871157407,
        "adapt_pct": 21.875133095833334,
        "stability": 94.27344303028663,
        "consistency": 94.44444444444444,
        "throughput": 392.3325354851627,
        "availability": 18.097969269762892,
        "score": 16.764947880937594,
        "zero_downtime": 4.273147487043327,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 22858536,
        "heap_mib": 21.799598693847656,
        "mobile_score": 138.5682462258956,
        "mobile_throughput": 3242.767693978512,
        "mobile_availability": 149.58614126159426,
        "mobile_accuracy": 195.15493993715705,
        "soft_acc_blocks": [
          24.99807075,
          24.998663,
          24.997922,
          24.99844025,
          24.998561,
          24.999554,
          24.998777333333333,
          24.9992675,
          24.9997535,
          0,
          24.9994368,
          24.9983785,
          25.000465,
          24.99934066666667,
          25.0008065,
          24.99996,
          25.00082375,
          25.000171,
          25.0009428,
          25.0018085,
          24.999989,
          25.00124625,
          25.001121,
          25.001427333333336,
          25.000607000000002,
          25.0031945,
          25.0008756,
          24.999509,
          0,
          25.000108,
          24.99990325,
          25.001863,
          24.999104,
          24.999406333333337,
          25.0010035,
          25.002653
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.125469241,
        "time_to_acc50_sec": 1.328341642,
        "acc_per_sec": 11.696264465095783,
        "mobile_acc_per_sec": 96.67377828030234
      },
      "started": "2026-08-18T06:50:48.060509923+10:00",
      "ended": "2026-08-18T06:50:50.082257591+10:00"
    },
    {
      "cell": {
        "id": "float32|none|step_sgd|bicameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "step_sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1712,
        "total_correct": 640,
        "total_train": 87,
        "infer_ms": 356.129576,
        "train_ms": 2080.835731,
        "blocked_train": 2080835731,
        "duration": 2224932542,
        "avg_accuracy": 36.047932330827074,
        "soft_acc": 24.34400541281328,
        "adapt_pct": 25.001404748214288,
        "stability": 95.99786955030288,
        "consistency": 97.36842105263158,
        "throughput": 769.4615309375074,
        "availability": 14.613649811798492,
        "score": 27.373961005437934,
        "zero_downtime": 3.557547701193803,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 22092720,
        "heap_mib": 21.069259643554688,
        "mobile_score": 452.5110123476808,
        "mobile_throughput": 12719.745463871985,
        "mobile_availability": 241.57400783605146,
        "mobile_accuracy": 402.4236949764488,
        "soft_acc_blocks": [
          25.001310714285715,
          25.0007196,
          25.000138833333335,
          25.001743333333334,
          25.000746,
          25.00137742857143,
          25.0017215,
          25.0008255,
          25.002908333333334,
          25.00122525,
          25.002785,
          25.00391257142857,
          25.00284142857143,
          25.003105857142856,
          25.0039612,
          25.003991,
          25.003123,
          25.004097875,
          25.00424225,
          25.00335025,
          25.003752,
          25.004537571428575,
          25.0053314,
          25.006239285714287,
          25.005892666666668,
          25.004613000000003,
          25.002345,
          24.998268999999997,
          24.99807942857143,
          24.9983635,
          24.9995126,
          24.998655166666666,
          24.999719,
          24.999205142857143,
          24.998687,
          25.000281333333334,
          0,
          25.000595666666666
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.066004093,
        "time_to_acc50_sec": 0.565469967,
        "acc_per_sec": 10.94145775355974,
        "mobile_acc_per_sec": 180.87006566711847
      },
      "started": "2026-08-18T06:50:50.618043812+10:00",
      "ended": "2026-08-18T06:50:52.845248381+10:00"
    },
    {
      "cell": {
        "id": "float16|none|step_sgd|bicameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "step_sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 448,
        "total_correct": 106,
        "total_train": 27,
        "infer_ms": 484.329025,
        "train_ms": 1961.515175,
        "blocked_train": 1961515175,
        "duration": 2040925340,
        "avg_accuracy": 17.916666666666668,
        "soft_acc": 18.749360795833333,
        "adapt_pct": 18.7496988125,
        "stability": 89.17505143064169,
        "consistency": 75,
        "throughput": 219.50827461429824,
        "availability": 19.802120879163112,
        "score": 8.149839757538013,
        "zero_downtime": 3.7127710888613352,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 21662168,
        "heap_mib": 20.658653259277344,
        "mobile_score": 269.4452759995012,
        "mobile_throughput": 7257.255283199723,
        "mobile_availability": 654.6862373246734,
        "mobile_accuracy": 619.8804939415984,
        "soft_acc_blocks": [
          25.00027,
          24.998985,
          24.99991833333333,
          24.9967855,
          0,
          24.999236,
          24.998896,
          0,
          25.0009325,
          24.9997475,
          25.001375,
          25.00271,
          24.9988425,
          25.001003,
          0,
          24.9995555,
          24.997499,
          0,
          24.9977935,
          25.000693,
          0,
          24.9982665,
          0,
          24.9967795,
          0,
          24.9968585,
          0,
          24.998911,
          25.000522,
          25.0001,
          24.9984225,
          24.998151,
          0,
          24.9987285,
          24.9987065,
          24.997805,
          24.999294,
          24.998953,
          24.9986915,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.124125024,
        "time_to_acc50_sec": 0.62098908,
        "acc_per_sec": 9.186696067889153,
        "mobile_acc_per_sec": 303.7252180629
      },
      "started": "2026-08-18T06:50:53.352409657+10:00",
      "ended": "2026-08-18T06:50:55.396235825+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|step_sgd|bicameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "step_sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 600,
        "total_correct": 265,
        "total_train": 38,
        "infer_ms": 405.009696,
        "train_ms": 1963.113922,
        "blocked_train": 1963113922,
        "duration": 2053020683,
        "avg_accuracy": 40.390625,
        "soft_acc": 23.126489375,
        "adapt_pct": 21.875904062500002,
        "stability": 93.41479218557662,
        "consistency": 92.5,
        "throughput": 292.25229193660294,
        "availability": 17.102557185847044,
        "score": 11.559224229515126,
        "zero_downtime": 3.955221070438215,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 22039152,
        "heap_mib": 21.018173217773438,
        "mobile_score": 382.1643683216059,
        "mobile_throughput": 9662.275799902742,
        "mobile_availability": 565.4348279640166,
        "mobile_accuracy": 764.5945807441038,
        "soft_acc_blocks": [
          24.9985845,
          25.0016445,
          25.001221,
          25.00165,
          25.001626,
          25.0023475,
          0,
          0,
          25.002369,
          25.0032515,
          25.001915,
          25.003631,
          25.0034515,
          25.0027515,
          25.001806,
          25.000569,
          25.0009425,
          25.000615,
          25.0029495,
          24.999584,
          25.003581,
          25.0013275,
          25.003523,
          25.001332,
          25.0043735,
          25.003048,
          25.001068,
          0,
          24.9993105,
          25.000785,
          25.0008825,
          25.0004645,
          24.999557,
          25.0013505,
          25.0014505,
          24.9997295,
          25.001495,
          25.001851,
          25.002474,
          25.001063
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.169617074,
        "time_to_acc50_sec": 0.320546318,
        "acc_per_sec": 11.264615873818743,
        "mobile_acc_per_sec": 372.4241977079506
      },
      "started": "2026-08-18T06:50:56.117992214+10:00",
      "ended": "2026-08-18T06:50:58.173422215+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|step_sgd|bicameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "step_sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 464,
        "total_correct": 112,
        "total_train": 27,
        "infer_ms": 438.996717,
        "train_ms": 1988.405647,
        "blocked_train": 1988405647,
        "duration": 2087174317,
        "avg_accuracy": 21.296296296296294,
        "soft_acc": 22.22222222222222,
        "adapt_pct": 21.875,
        "stability": 92.14325798681614,
        "consistency": 88.88888888888889,
        "throughput": 222.3101329969077,
        "availability": 18.08504117449232,
        "score": 8.9344175750132,
        "zero_downtime": 4.018898038776071,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 21320632,
        "heap_mib": 20.33293914794922,
        "mobile_score": 590.769065653742,
        "mobile_throughput": 14699.777400514913,
        "mobile_availability": 1195.8342877149994,
        "mobile_accuracy": 1469.3964490407925,
        "soft_acc_blocks": [
          25,
          25,
          25,
          0,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          0,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          0,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          0,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.06735831,
        "time_to_acc50_sec": 0.06735831,
        "acc_per_sec": 10.647037020924698,
        "mobile_acc_per_sec": 704.0123276108675
      },
      "started": "2026-08-18T06:50:58.81985531+10:00",
      "ended": "2026-08-18T06:51:00.909908787+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|step_sgd|bicameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "step_sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 376,
        "total_correct": 72,
        "total_train": 25,
        "infer_ms": 361.806712,
        "train_ms": 2001.458961,
        "blocked_train": 2001458961,
        "duration": 2049566003,
        "avg_accuracy": 14.583333333333334,
        "soft_acc": 18.74914536111111,
        "adapt_pct": 25.000191312500004,
        "stability": 89.17517571263328,
        "consistency": 75,
        "throughput": 183.45347232030568,
        "availability": 15.309608061996338,
        "score": 5.26588638887464,
        "zero_downtime": 2.870420669760079,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 21513616,
        "heap_mib": 20.516983032226562,
        "mobile_score": 348.1953642389087,
        "mobile_throughput": 12130.464635624723,
        "mobile_availability": 1012.3147675126669,
        "mobile_accuracy": 1239.7467427274842,
        "soft_acc_blocks": [
          24.9980695,
          0,
          0,
          24.9974245,
          24.9963715,
          0,
          24.9957855,
          24.999878,
          24.994919,
          0,
          24.9965695,
          24.9951725,
          24.9973725,
          0,
          24.995946,
          25.002015,
          25.003531,
          24.999599,
          25.0013535,
          24.9998255,
          0,
          0,
          0,
          0,
          25.0015515,
          25.000074,
          24.998014,
          25.0008,
          24.9975275,
          25.000087,
          24.998373,
          25.0002945,
          24.999962,
          25.001204,
          24.998725,
          24.998788
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.220649737,
        "time_to_acc50_sec": 0.870967564,
        "acc_per_sec": 9.147861222164853,
        "mobile_acc_per_sec": 604.882565827515
      },
      "started": "2026-08-18T06:51:01.409037527+10:00",
      "ended": "2026-08-18T06:51:03.461618524+10:00"
    },
    {
      "cell": {
        "id": "int64|none|step_sgd|bicameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "step_sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 424,
        "total_correct": 181,
        "total_train": 26,
        "infer_ms": 473.858371,
        "train_ms": 2003.02375,
        "blocked_train": 2003023750,
        "duration": 2070167006,
        "avg_accuracy": 29.166666666666668,
        "soft_acc": 17.308294119658115,
        "adapt_pct": 18.751026375000002,
        "stability": 88.46113720555103,
        "consistency": 69.23076923076923,
        "throughput": 204.8143936074305,
        "availability": 19.13124435686457,
        "score": 6.782002716468397,
        "zero_downtime": 3.311292042036615,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 21773560,
        "heap_mib": 20.76488494873047,
        "mobile_score": 56.055660237920655,
        "mobile_throughput": 1692.863677570509,
        "mobile_availability": 158.12652669586032,
        "mobile_accuracy": 143.05919579088336,
        "soft_acc_blocks": [
          25.000812,
          25.000036,
          0,
          25.0000665,
          24.999628,
          0,
          25.000848,
          24.9994615,
          0,
          25.0011295,
          25.000274,
          25.00091666666667,
          0,
          25.0008115,
          25.002213,
          0,
          25.003337,
          25.0025855,
          0,
          25.002639,
          25.0018985,
          0,
          25.003101,
          25.0025175,
          0,
          25.001778,
          25.001186,
          0,
          24.9997065,
          25.000957,
          24.999373,
          0,
          25.0001095,
          0,
          24.998125,
          25.000233,
          0,
          25.0001175,
          24.99961
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.067155081,
        "time_to_acc50_sec": 0.067155081,
        "acc_per_sec": 8.360820199284982,
        "mobile_acc_per_sec": 69.1051472544256
      },
      "started": "2026-08-18T06:51:03.996236415+10:00",
      "ended": "2026-08-18T06:51:06.069452791+10:00"
    },
    {
      "cell": {
        "id": "int32|none|step_sgd|bicameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "step_sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 120,
        "total_train": 22,
        "infer_ms": 372.486168,
        "train_ms": 2004.058542,
        "blocked_train": 2004058542,
        "duration": 2080463394,
        "avg_accuracy": 25.37878787878788,
        "soft_acc": 16.66776731818182,
        "adapt_pct": 18.7520174375,
        "stability": 88.21410863992739,
        "consistency": 66.66666666666666,
        "throughput": 157.6571839456263,
        "availability": 15.673434058810534,
        "score": 4.118654435016287,
        "zero_downtime": 2.6124115196912006,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 21391144,
        "heap_mib": 20.400184631347656,
        "mobile_score": 68.08428226843925,
        "mobile_throughput": 2606.185195374086,
        "mobile_availability": 259.0929939407762,
        "mobile_accuracy": 275.5300287462136,
        "soft_acc_blocks": [
          24.999787,
          24.999383,
          0,
          24.9999625,
          25.001522,
          0,
          24.9993155,
          25.000612,
          0,
          25.000976,
          25.000122,
          0,
          25.001803,
          25.000449,
          25.004829,
          25.0041085,
          25.003084,
          0,
          25.002379,
          25.003039,
          25.001441,
          0,
          25.002228,
          0,
          25.0015045,
          0,
          25.002296,
          25.0019725,
          0,
          25.003769,
          25.001739,
          0,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.078614903,
        "time_to_acc50_sec": 0.778559199,
        "acc_per_sec": 8.011564811114297,
        "mobile_acc_per_sec": 132.43685495300457
      },
      "started": "2026-08-18T06:51:06.603548443+10:00",
      "ended": "2026-08-18T06:51:08.687874173+10:00"
    },
    {
      "cell": {
        "id": "int16|none|step_sgd|bicameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "step_sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 408,
        "total_correct": 116,
        "total_train": 26,
        "infer_ms": 491.983287,
        "train_ms": 2029.175841,
        "blocked_train": 2029175841,
        "duration": 2071876588,
        "avg_accuracy": 20.416666666666664,
        "soft_acc": 17.499925504166672,
        "adapt_pct": 21.874172750000003,
        "stability": 88.5436094376344,
        "consistency": 70,
        "throughput": 196.9229259904162,
        "availability": 19.514170348711126,
        "score": 6.724849538685441,
        "zero_downtime": 3.414965273780629,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 21147800,
        "heap_mib": 20.168113708496094,
        "mobile_score": 222.33307573075498,
        "mobile_throughput": 6510.551584163408,
        "mobile_availability": 645.1661838683982,
        "mobile_accuracy": 578.5723888717705,
        "soft_acc_blocks": [
          24.9995115,
          24.9988815,
          0,
          24.998762,
          24.9998715,
          25.000472666666667,
          24.998009,
          24.9984185,
          0,
          24.99955,
          25.0005295,
          0,
          25.000082,
          24.998174,
          24.998127,
          0,
          24.997312,
          0,
          24.9979565,
          24.9990255,
          0,
          24.998533,
          0,
          0,
          24.9984435,
          0,
          0,
          24.998926,
          25.000353,
          25.001032,
          24.999458,
          0,
          25.001565,
          25.001251,
          25.004483,
          25.004101,
          25.002728,
          0,
          25.00031,
          25.0011535
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.066233677,
        "time_to_acc50_sec": 1.716176325,
        "acc_per_sec": 8.446413075722575,
        "mobile_acc_per_sec": 279.2504110634656
      },
      "started": "2026-08-18T06:51:09.288610585+10:00",
      "ended": "2026-08-18T06:51:11.363639718+10:00"
    },
    {
      "cell": {
        "id": "int8|none|step_sgd|bicameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "step_sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1544,
        "total_correct": 445,
        "total_train": 77,
        "infer_ms": 406.11652,
        "train_ms": 1881.376321,
        "blocked_train": 1881376321,
        "duration": 2037271342,
        "avg_accuracy": 29.998473748473746,
        "soft_acc": 24.999472120207567,
        "adapt_pct": 24.99974166071429,
        "stability": 99.99662703606377,
        "consistency": 100,
        "throughput": 757.8764635663343,
        "availability": 17.753783212823613,
        "score": 33.63722581917643,
        "zero_downtime": 4.438352084571931,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 21122144,
        "heap_mib": 20.143646240234375,
        "mobile_score": 2224.1889078426498,
        "mobile_throughput": 50112.94429691844,
        "mobile_availability": 1173.9305704483372,
        "mobile_accuracy": 1653.0361002597283,
        "soft_acc_blocks": [
          24.99788142857143,
          24.9981785,
          24.999107666666664,
          24.9984845,
          24.998003,
          24.997908166666665,
          24.998659,
          24.998576399999997,
          24.9977654,
          24.9976228,
          24.9981215,
          24.99932025,
          24.9981778,
          24.997552666666667,
          24.995965,
          24.99594275,
          24.996482,
          24.996084333333332,
          24.996209999999998,
          24.996025833333334,
          24.996281333333332,
          24.9966695,
          24.996185999999998,
          24.996088166666667,
          24.996177,
          24.9956636,
          24.998584285714287,
          25.00434775,
          25.004140666666668,
          25.004918166666666,
          25.004121857142856,
          25.0036852,
          25.0048515,
          25.002964,
          25.005144,
          25.004015,
          25.0041585,
          25.00452866666667,
          25.0048185
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.118434671,
        "time_to_acc50_sec": 1.418759547,
        "acc_per_sec": 12.271056684901607,
        "mobile_acc_per_sec": 811.3971203447716
      },
      "started": "2026-08-18T06:51:11.90114151+10:00",
      "ended": "2026-08-18T06:51:13.941392534+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|step_sgd|bicameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "step_sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 416,
        "total_correct": 139,
        "total_train": 26,
        "infer_ms": 479.588258,
        "train_ms": 2022.039704,
        "blocked_train": 2022039704,
        "duration": 2091915821,
        "avg_accuracy": 24.21875,
        "soft_acc": 18.750865912499997,
        "adapt_pct": 18.749530625000002,
        "stability": 89.17418227373382,
        "consistency": 75,
        "throughput": 198.86077433132047,
        "availability": 19.171046425967315,
        "score": 7.148522249701948,
        "zero_downtime": 3.594737209356254,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 21781552,
        "heap_mib": 20.772506713867188,
        "mobile_score": 59.07576106131167,
        "mobile_throughput": 1643.395820633324,
        "mobile_availability": 158.43052849181223,
        "mobile_accuracy": 154.9581347929258,
        "soft_acc_blocks": [
          25.005281,
          25.0031155,
          0,
          25.0047665,
          25.003604,
          25.0054785,
          0,
          25.0056185,
          25.0051165,
          0,
          25.0043125,
          25.0063945,
          0,
          25.0012975,
          24.999536,
          0,
          24.9992375,
          24.9997945,
          0,
          24.999897,
          25.00021,
          25.001234,
          25.0011425,
          0,
          0,
          25.001684,
          24.998316,
          25.0005115,
          24.998001,
          24.998215,
          24.998684,
          24.999235,
          25.000426,
          24.999344,
          0,
          24.99856,
          24.9978715,
          0,
          24.998486,
          24.999266
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071400021,
        "time_to_acc50_sec": 0.071400021,
        "acc_per_sec": 8.963489698900267,
        "mobile_acc_per_sec": 74.0747468121595
      },
      "started": "2026-08-18T06:51:14.434892274+10:00",
      "ended": "2026-08-18T06:51:16.530468349+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|step_sgd|bicameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "step_sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 408,
        "total_correct": 123,
        "total_train": 25,
        "infer_ms": 466.359324,
        "train_ms": 1939.605695,
        "blocked_train": 1939605695,
        "duration": 2015970862,
        "avg_accuracy": 18.963675213675213,
        "soft_acc": 16.02598558119658,
        "adapt_pct": 15.6248986875,
        "stability": 88.0072504016356,
        "consistency": 64.1025641025641,
        "throughput": 202.38387751062643,
        "availability": 19.383462366125116,
        "score": 6.286834321537954,
        "zero_downtime": 3.1063908839318763,
        "weight_bytes": 63452,
        "weight_mib": 0.060512542724609375,
        "heap_bytes": 21742648,
        "heap_mib": 20.73540496826172,
        "mobile_score": 103.8930780044913,
        "mobile_throughput": 3344.4946848733316,
        "mobile_availability": 320.32139938886104,
        "mobile_accuracy": 264.83741815527935,
        "soft_acc_blocks": [
          25.0007485,
          25.0037255,
          0,
          24.9998035,
          25.0009485,
          0,
          25.002849,
          24.999553,
          0,
          25.002702,
          25.003199666666664,
          0,
          25.0019675,
          25.000221,
          0,
          24.9976085,
          24.9980455,
          0,
          24.998388,
          24.998341,
          0,
          24.9964195,
          24.998045,
          0,
          24.9968265,
          24.998107,
          0,
          25.002187,
          25.0011275,
          0,
          0,
          0,
          25.0013005,
          25.003232,
          0,
          25.002116,
          25.0027245,
          0,
          25.003251
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.077947821,
        "time_to_acc50_sec": 1.427878228,
        "acc_per_sec": 7.949512506990083,
        "mobile_acc_per_sec": 131.36966567688384
      },
      "started": "2026-08-18T06:51:17.170026927+10:00",
      "ended": "2026-08-18T06:51:19.189740855+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|step_sgd|bicameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "step_sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 336,
        "total_correct": 34,
        "total_train": 23,
        "infer_ms": 373.183822,
        "train_ms": 1992.280595,
        "blocked_train": 1992280595,
        "duration": 2057558284,
        "avg_accuracy": 6.578947368421052,
        "soft_acc": 16.44621982894737,
        "adapt_pct": 18.749036125,
        "stability": 88.14046218526688,
        "consistency": 65.78947368421053,
        "throughput": 163.30035586977326,
        "availability": 15.77634477686586,
        "score": 4.237011189520896,
        "zero_downtime": 2.594612342976016,
        "weight_bytes": 31736,
        "weight_mib": 0.03026580810546875,
        "heap_bytes": 21998320,
        "heap_mib": 20.979232788085938,
        "mobile_score": 139.99332761101155,
        "mobile_throughput": 5395.539260036027,
        "mobile_availability": 521.2596578254,
        "mobile_accuracy": 543.3927213057196,
        "soft_acc_blocks": [
          24.996673,
          24.997417,
          0,
          24.9977715,
          24.9983475,
          0,
          24.997316,
          24.99744,
          0,
          24.9971695,
          24.997235,
          24.995408,
          0,
          24.9997425,
          0,
          24.999385,
          24.9984045,
          0,
          0,
          0,
          24.999299,
          24.997999,
          0,
          0,
          24.999764,
          0,
          24.999373,
          24.99798,
          24.997404,
          25.000092,
          24.99686,
          24.9995495,
          24.998409,
          24.999999,
          24.9988385,
          0,
          0,
          24.998477
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.723810554,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.993076043986985,
        "mobile_acc_per_sec": 264.09590704246585
      },
      "started": "2026-08-18T06:51:19.780333484+10:00",
      "ended": "2026-08-18T06:51:21.841800719+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|step_sgd|bicameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "step_sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 768,
        "total_correct": 150,
        "total_train": 45,
        "infer_ms": 351.192401,
        "train_ms": 1947.945055,
        "blocked_train": 1947945055,
        "duration": 2043634926,
        "avg_accuracy": 18.89076576576577,
        "soft_acc": 23.648487824324324,
        "adapt_pct": 24.999908,
        "stability": 94.34693013712945,
        "consistency": 94.5945945945946,
        "throughput": 375.80097610839124,
        "availability": 15.274963229514714,
        "score": 13.575050465629916,
        "zero_downtime": 3.612297819501805,
        "weight_bytes": 15878,
        "weight_mib": 0.015142440795898438,
        "heap_bytes": 21901112,
        "heap_mib": 20.88652801513672,
        "mobile_score": 896.4902454369792,
        "mobile_throughput": 24817.727945826457,
        "mobile_availability": 1008.7517220904158,
        "mobile_accuracy": 1561.7355314824727,
        "soft_acc_blocks": [
          24.99945775,
          24.999469,
          24.999477,
          24.999573333333334,
          25.00017,
          0,
          0,
          24.999026,
          24.999676,
          24.999258,
          24.999282,
          24.999716,
          24.9992405,
          24.999337,
          25.00016,
          24.9997085,
          25.0006465,
          25.00018625,
          25.000514,
          25.000755,
          25.00046233333333,
          25.000154666666663,
          24.999708666666667,
          25.0004145,
          25.00082,
          24.999369,
          24.999517,
          24.999549,
          24.999973,
          25.000015,
          24.999875,
          25.000531,
          24.999596999999998,
          24.999597,
          25.0002035,
          24.9992495,
          24.9993605
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.721539465,
        "time_to_acc50_sec": 1.0210092610000001,
        "acc_per_sec": 11.571777093578758,
        "mobile_acc_per_sec": 764.1949702529563
      },
      "started": "2026-08-18T06:51:22.38897166+10:00",
      "ended": "2026-08-18T06:51:24.435637465+10:00"
    },
    {
      "cell": {
        "id": "int4|none|step_sgd|bicameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "step_sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1304,
        "total_correct": 287,
        "total_train": 59,
        "infer_ms": 341.837168,
        "train_ms": 1882.652783,
        "blocked_train": 1882652783,
        "duration": 2036248638,
        "avg_accuracy": 23.601562500000004,
        "soft_acc": 25.00045064645834,
        "adapt_pct": 25.000840135416666,
        "stability": 99.999006490523,
        "consistency": 100,
        "throughput": 640.3933074110176,
        "availability": 15.36699088464437,
        "score": 24.60273877142057,
        "zero_downtime": 3.8418169719612676,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 22095032,
        "heap_mib": 21.07146453857422,
        "mobile_score": 3253.6059288663255,
        "mobile_throughput": 84689.24867093143,
        "mobile_availability": 2032.2181654504798,
        "mobile_accuracy": 3306.2016063892925,
        "soft_acc_blocks": [
          24.99984925,
          24.999440999999997,
          25.00022733333333,
          24.999936,
          24.999861,
          24.999937,
          24.99970233333333,
          24.999951,
          25.000114999999997,
          24.999966,
          24.9992995,
          24.99980275,
          25.00051433333333,
          25.001903,
          25.001117,
          25.00017975,
          25.003823333333333,
          25.0017955,
          25.001158,
          25.00227075,
          25.0010105,
          25.0015244,
          24.99853925,
          25.00114566666667,
          25.000887666666667,
          25.000290875,
          24.99967575,
          25.000452000000003,
          24.99890675,
          25.0006635,
          25.001168,
          24.999495,
          25.001425333333334,
          25.0009535,
          24.999571333333336,
          25.0008295,
          25.000257,
          25.0012045,
          24.99931,
          24.9998655
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.721198164,
        "time_to_acc50_sec": 1.920616097,
        "acc_per_sec": 12.277700365223444,
        "mobile_acc_per_sec": 1623.6728387141554
      },
      "started": "2026-08-18T06:51:25.18813708+10:00",
      "ended": "2026-08-18T06:51:27.227990555+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|step_sgd|bicameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "step_sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 368,
        "total_correct": 96,
        "total_train": 23,
        "infer_ms": 466.971925,
        "train_ms": 1941.361837,
        "blocked_train": 1941361837,
        "duration": 2027635894,
        "avg_accuracy": 20.192307692307693,
        "soft_acc": 18.589986615384618,
        "adapt_pct": 15.624673375,
        "stability": 89.08358389735379,
        "consistency": 74.35897435897436,
        "throughput": 181.49215107552246,
        "availability": 19.389834265006662,
        "score": 6.542007264428905,
        "zero_downtime": 3.604567594609999,
        "weight_bytes": 7949,
        "weight_mib": 0.007580757141113281,
        "heap_bytes": 23346176,
        "heap_mib": 22.2646484375,
        "mobile_score": 862.9754446226951,
        "mobile_throughput": 23941.16414720934,
        "mobile_availability": 2557.770141434599,
        "mobile_accuracy": 2452.2598824020056,
        "soft_acc_blocks": [
          25.0013115,
          24.999904,
          25.002191,
          24.9992165,
          0,
          25.0013425,
          25.002246,
          25.002884,
          25.000886,
          0,
          25.001597,
          25.00137,
          25.002991,
          24.9999165,
          0,
          0,
          0,
          25.0016725,
          0,
          25.000338,
          25.001433,
          0,
          25.0021915,
          24.999063,
          25.001646,
          24.998778,
          0,
          24.9990975,
          24.999982,
          24.99884,
          24.999551,
          0,
          24.9986965,
          24.998307,
          24.998344,
          25.00039,
          24.997234,
          0,
          24.998058
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.171082384,
        "time_to_acc50_sec": 0.420410609,
        "acc_per_sec": 9.1683061393786,
        "mobile_acc_per_sec": 1209.418263731923
      },
      "started": "2026-08-18T06:51:27.945751016+10:00",
      "ended": "2026-08-18T06:51:29.976482999+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|step_sgd|bicameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "step_sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 496,
        "total_correct": 128,
        "total_train": 34,
        "infer_ms": 352.581935,
        "train_ms": 1988.344563,
        "blocked_train": 1988344563,
        "duration": 2053048660,
        "avg_accuracy": 21.71875,
        "soft_acc": 21.25,
        "adapt_pct": 15.625,
        "stability": 91.07321446432144,
        "consistency": 85,
        "throughput": 241.59193577029004,
        "availability": 15.061640564162643,
        "score": 7.732388162016299,
        "zero_downtime": 3.2005986198845613,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 21900016,
        "heap_mib": 20.885482788085938,
        "mobile_score": 1022.5749337084629,
        "mobile_throughput": 31949.489928397987,
        "mobile_availability": 1991.8369045538411,
        "mobile_accuracy": 2810.220708790516,
        "soft_acc_blocks": [
          25,
          25,
          25,
          25,
          0,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          0,
          25,
          25,
          25,
          25,
          25,
          25,
          0,
          0,
          25,
          25,
          0,
          25,
          0,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.066341437,
        "time_to_acc50_sec": 0.417250928,
        "acc_per_sec": 10.35046095790053,
        "mobile_acc_per_sec": 1368.803751972696
      },
      "started": "2026-08-18T06:51:30.537774955+10:00",
      "ended": "2026-08-18T06:51:32.599667348+10:00"
    },
    {
      "cell": {
        "id": "int2|none|step_sgd|bicameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "step_sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1152,
        "total_correct": 327,
        "total_train": 63,
        "infer_ms": 278.257606,
        "train_ms": 1910.655387,
        "blocked_train": 1910655387,
        "duration": 2035188485,
        "avg_accuracy": 26.635416666666668,
        "soft_acc": 23.75099218291667,
        "adapt_pct": 21.876660683333334,
        "stability": 94.55114826160721,
        "consistency": 95,
        "throughput": 566.0409384637413,
        "availability": 12.71213642981012,
        "score": 17.09023931630706,
        "zero_downtime": 3.0192585297259034,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 22937392,
        "heap_mib": 21.874801635742188,
        "mobile_score": 4519.650638420174,
        "mobile_throughput": 149694.05878702548,
        "mobile_availability": 3361.8262721373458,
        "mobile_accuracy": 6281.140070414635,
        "soft_acc_blocks": [
          24.9977336,
          24.9993725,
          24.999192,
          24.9985994,
          24.998390399999998,
          24.996459333333334,
          0,
          24.998652,
          24.99944875,
          24.9978705,
          25.000899,
          24.999344333333337,
          25.001722,
          25.000285333333334,
          25.0018008,
          25.002356000000002,
          25.000001333333334,
          24.9997854,
          24.9969555,
          25.0000972,
          25.00121675,
          25.00156,
          24.9985836,
          25.0013204,
          25.0023805,
          25.004242333333334,
          0,
          25.0056715,
          25.000492,
          25.0026785,
          25.0042076,
          25.003245333333336,
          25.00388025,
          25.002712,
          25.00330325,
          25.0027215,
          25.00296525,
          25.003579000000002,
          25.0032835,
          25.002678666666668
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.718773064,
        "time_to_acc50_sec": 1.329824874,
        "acc_per_sec": 11.670168320020084,
        "mobile_acc_per_sec": 3086.2694618747487
      },
      "started": "2026-08-18T06:51:33.405013425+10:00",
      "ended": "2026-08-18T06:51:35.443712269+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|step_sgd|bicameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "step_sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 88,
        "total_train": 23,
        "infer_ms": 432.900743,
        "train_ms": 2023.882728,
        "blocked_train": 2023882728,
        "duration": 2096716807,
        "avg_accuracy": 17.03125,
        "soft_acc": 16.2491705375,
        "adapt_pct": 18.749624375,
        "stability": 88.07636826123115,
        "consistency": 65,
        "throughput": 156.43505069685838,
        "availability": 17.620630719393176,
        "score": 4.479058282303156,
        "zero_downtime": 2.86320633537731,
        "weight_bytes": 3985,
        "weight_mib": 0.0038003921508789062,
        "heap_bytes": 24192320,
        "heap_mib": 23.07159423828125,
        "mobile_score": 1178.577921561936,
        "mobile_throughput": 41162.87069498343,
        "mobile_availability": 4636.529605324572,
        "mobile_accuracy": 4275.656272403915,
        "soft_acc_blocks": [
          24.9958835,
          24.996728,
          24.994456,
          24.993927,
          0,
          25.0008585,
          0,
          24.9981645,
          24.997228,
          24.995207,
          24.999172,
          24.993563,
          25.00161,
          0,
          25.004436,
          25.001733,
          25.000371,
          0,
          24.999985,
          25.00425,
          25.000023,
          0,
          25.002583,
          0,
          25.003782,
          25.007215,
          24.994069,
          24.996102,
          0,
          24.998415,
          0,
          0,
          0,
          0,
          0,
          24.9938875,
          24.9977545,
          0,
          24.995418,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.322276681,
        "time_to_acc50_sec": 0.823136357,
        "acc_per_sec": 7.749816514682042,
        "mobile_acc_per_sec": 2039.2149565117281
      },
      "started": "2026-08-18T06:51:36.145340053+10:00",
      "ended": "2026-08-18T06:51:38.245518729+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|step_sgd|bicameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "step_sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1200,
        "total_correct": 156,
        "total_train": 60,
        "infer_ms": 319.355954,
        "train_ms": 1825.149301,
        "blocked_train": 1825149301,
        "duration": 2016263627,
        "avg_accuracy": 12.413194444444443,
        "soft_acc": 24.340480239327484,
        "adapt_pct": 24.99875674375,
        "stability": 95.99844927186058,
        "consistency": 97.36842105263158,
        "throughput": 595.1602677004499,
        "availability": 14.891824268343887,
        "score": 21.57302147262285,
        "zero_downtime": 3.6247415433116186,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 37083096,
        "heap_mib": 35.365196228027344,
        "mobile_score": 5705.158275832781,
        "mobile_throughput": 157394.89857862977,
        "mobile_availability": 3938.2621750322724,
        "mobile_accuracy": 6437.034907297114,
        "soft_acc_blocks": [
          24.9993598,
          24.99836025,
          24.9995305,
          24.99795933333333,
          24.997866,
          24.9970605,
          24.999095,
          25.000658333333334,
          24.999385333333333,
          25.0008545,
          25.003629333333333,
          24.9986152,
          24.999583666666666,
          24.99851575,
          24.998568666666667,
          24.9966155,
          24.995509666666667,
          24.9998435,
          0,
          24.997015,
          24.9982795,
          25.000034,
          24.99708575,
          24.998203333333333,
          24.9991918,
          24.9982715,
          25.00061,
          24.998158,
          24.997731166666668,
          24.994964,
          24.996284,
          24.9963378,
          24.994749,
          24.9942738,
          24.9998775,
          24.99764,
          24.99809411111111,
          25.000438
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.570372982,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.072072279329713,
        "mobile_acc_per_sec": 3192.5561821867423
      },
      "started": "2026-08-18T06:51:38.863659172+10:00",
      "ended": "2026-08-18T06:51:40.885801694+10:00"
    },
    {
      "cell": {
        "id": "binary|none|step_sgd|bicameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "step_sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1064,
        "total_correct": 298,
        "total_train": 56,
        "infer_ms": 270.367925,
        "train_ms": 1922.229066,
        "blocked_train": 1922229066,
        "duration": 2043121025,
        "avg_accuracy": 28.46959175084175,
        "soft_acc": 23.609428129485323,
        "adapt_pct": 24.997433571969697,
        "stability": 94.27385591753858,
        "consistency": 94.44444444444444,
        "throughput": 520.7718911316083,
        "availability": 12.330944816114636,
        "score": 15.161052681674077,
        "zero_downtime": 2.911265554047081,
        "weight_bytes": 1983,
        "weight_mib": 0.0018911361694335938,
        "heap_bytes": 23344920,
        "heap_mib": 22.263450622558594,
        "mobile_score": 8016.901652415067,
        "mobile_throughput": 275375.14196430525,
        "mobile_availability": 6520.3897082714175,
        "mobile_accuracy": 12484.25603141866,
        "soft_acc_blocks": [
          24.98696825,
          24.9885425,
          24.9942445,
          25.001478666666667,
          0,
          0,
          24.9884125,
          25.00605283333333,
          24.9856925,
          24.990595285714285,
          25.0012015,
          24.9950648,
          24.99399775,
          25.00172166666667,
          24.9776275,
          24.98355125,
          24.985014000000003,
          24.979017,
          24.99228075,
          24.99319875,
          24.999179,
          24.987001333333335,
          24.981485666666668,
          24.978691,
          24.98292190909091,
          25.032079,
          25.01439125,
          25.002162,
          25.0082305,
          25.012671166666667,
          25.005936000000002,
          25.009154000000002,
          25.02140466666667,
          25.017021666666665,
          25.014831,
          25.0275905
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.118207954,
        "time_to_acc50_sec": 1.52117967,
        "acc_per_sec": 11.55557005218784,
        "mobile_acc_per_sec": 6110.384983884476
      },
      "started": "2026-08-18T06:51:41.591560565+10:00",
      "ended": "2026-08-18T06:51:43.637732729+10:00"
    },
    {
      "cell": {
        "id": "int|none|step_sgd|bicameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "step_sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 126,
        "total_train": 21,
        "infer_ms": 502.60712,
        "train_ms": 2034.026252,
        "blocked_train": 2034026252,
        "duration": 2097740036,
        "avg_accuracy": 22.865853658536587,
        "soft_acc": 14.635074524390244,
        "adapt_pct": 9.3752793125,
        "stability": 87.68274933201529,
        "consistency": 58.536585365853654,
        "throughput": 156.35874530260432,
        "availability": 19.813944165045857,
        "score": 4.534068216097941,
        "zero_downtime": 2.899785494775534,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 23494296,
        "heap_mib": 22.405906677246094,
        "mobile_score": 37.47568351749207,
        "mobile_throughput": 1292.3605413231778,
        "mobile_availability": 163.7692829865614,
        "mobile_accuracy": 120.96408677392346,
        "soft_acc_blocks": [
          25.0002345,
          0,
          25.001029,
          25.003409,
          25.001973,
          25.0025755,
          0,
          0,
          0,
          25.000604,
          0,
          25.004601,
          0,
          25.0016405,
          0,
          25.001143,
          0,
          25.000706,
          0,
          25.0029425,
          25.000598,
          25.003587,
          25.004189,
          25.001499,
          25.002938,
          0,
          0,
          24.999451,
          0,
          0,
          25.0023595,
          0,
          25.001399,
          25.000016,
          25.000857,
          25.000054,
          0,
          25.000917,
          0,
          24.999333,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071497208,
        "time_to_acc50_sec": 0.222012965,
        "acc_per_sec": 6.976591128182218,
        "mobile_acc_per_sec": 57.66400254465252
      },
      "started": "2026-08-18T06:51:44.499806981+10:00",
      "ended": "2026-08-18T06:51:46.600615084+10:00"
    },
    {
      "cell": {
        "id": "uint|none|step_sgd|bicameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "step_sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 352,
        "total_correct": 60,
        "total_train": 21,
        "infer_ms": 503.027587,
        "train_ms": 2021.436742,
        "blocked_train": 2021436742,
        "duration": 2094386814,
        "avg_accuracy": 9.552845528455284,
        "soft_acc": 16.463240987804873,
        "adapt_pct": 15.6251759375,
        "stability": 88.14511153953859,
        "consistency": 65.85365853658537,
        "throughput": 168.0682850212024,
        "availability": 19.92611189714299,
        "score": 5.513452898564995,
        "zero_downtime": 3.280483821126308,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 26448632,
        "heap_mib": 25.22338104248047,
        "mobile_score": 45.56346258445264,
        "mobile_throughput": 1388.925081447561,
        "mobile_availability": 164.6704289639246,
        "mobile_accuracy": 136.05308298941145,
        "soft_acc_blocks": [
          24.9984205,
          0,
          24.9998615,
          24.998519,
          25.000295,
          25.000539,
          24.999958,
          25.00041,
          25.000408,
          24.9997975,
          0,
          24.9996705,
          0,
          25.001305,
          24.998155,
          0,
          25.001328,
          24.999765,
          24.999455,
          24.998472,
          0,
          25.000789,
          0,
          25.0005855,
          0,
          25.00131,
          0,
          25.000507,
          0,
          25.0001125,
          0,
          24.9983625,
          0,
          24.998054,
          24.998835,
          24.998797999999997,
          0,
          24.998937,
          0,
          25.000231,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.726150864,
        "time_to_acc50_sec": 1.519523372,
        "acc_per_sec": 7.8606496554293495,
        "mobile_acc_per_sec": 64.96081911897076
      },
      "started": "2026-08-18T06:51:47.243951105+10:00",
      "ended": "2026-08-18T06:51:49.341538642+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|step_sgd|bicameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "step_sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 312,
        "total_correct": 76,
        "total_train": 21,
        "infer_ms": 441.815312,
        "train_ms": 1975.576882,
        "blocked_train": 1975576882,
        "duration": 2046275760,
        "avg_accuracy": 15.064102564102564,
        "soft_acc": 15.384684730769228,
        "adapt_pct": 12.4998341875,
        "stability": 87.83733873521953,
        "consistency": 61.53846153846154,
        "throughput": 152.4721184206375,
        "availability": 18.27652596449147,
        "score": 4.287189526228607,
        "zero_downtime": 2.8117858993741924,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 31112704,
        "heap_mib": 29.67138671875,
        "mobile_score": 35.42955805818455,
        "mobile_throughput": 1260.037546460061,
        "mobile_availability": 151.03816469958866,
        "mobile_accuracy": 127.13983777506284,
        "soft_acc_blocks": [
          25.0013855,
          0,
          25.001856,
          0,
          25.000545,
          25.001422,
          25.000598,
          25.002522,
          25.001684,
          25.002277,
          0,
          25.001609,
          0,
          25.000566,
          0,
          0,
          24.998577,
          24.998736,
          24.998366,
          0,
          0,
          0,
          24.998286,
          24.997422,
          24.997483,
          24.99781,
          24.999508,
          0,
          25.0000225,
          0,
          25.000361,
          0,
          24.999935,
          0,
          25.000985,
          0,
          25.0003265,
          0,
          25.000422
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.096667369,
        "time_to_acc50_sec": 0.447429517,
        "acc_per_sec": 7.518382923506473,
        "mobile_acc_per_sec": 62.132308978269315
      },
      "started": "2026-08-18T06:51:49.931344244+10:00",
      "ended": "2026-08-18T06:51:51.980741769+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|step_sgd|bicameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "step_sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 264,
        "total_correct": 93,
        "total_train": 21,
        "infer_ms": 352.294175,
        "train_ms": 2012.477124,
        "blocked_train": 2012477124,
        "duration": 2072391857,
        "avg_accuracy": 19.107142857142858,
        "soft_acc": 14.28628507142857,
        "adapt_pct": 12.500957625,
        "stability": 87.62771416569771,
        "consistency": 57.14285714285714,
        "throughput": 127.38903557658594,
        "availability": 14.89760025204027,
        "score": 2.7112382210706603,
        "zero_downtime": 2.128313640808334,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 25188648,
        "heap_mib": 24.021766662597656,
        "mobile_score": 22.409346456815083,
        "mobile_throughput": 1052.915605441687,
        "mobile_availability": 123.1339551163717,
        "mobile_accuracy": 118.08121811592164,
        "soft_acc_blocks": [
          24.999793,
          24.999302,
          25.00016,
          0,
          0,
          25.0003635,
          25.000468,
          24.999016,
          25.000834,
          0,
          0,
          25.001365,
          25.001664,
          25.0020785,
          0,
          0,
          25.002137,
          0,
          25.00316,
          0,
          25.0021555,
          0,
          25.001608,
          25.0025535,
          0,
          0,
          0,
          0,
          24.998985,
          24.999492,
          25.0004905,
          0,
          25.001488,
          0,
          25.002864
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.0681981,
        "time_to_acc50_sec": 1.917770327,
        "acc_per_sec": 6.893621504626752,
        "mobile_acc_per_sec": 56.9782291496051
      },
      "started": "2026-08-18T06:51:52.739466738+10:00",
      "ended": "2026-08-18T06:51:54.814794058+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|step_sgd|bicameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "step_sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 304,
        "total_correct": 52,
        "total_train": 20,
        "infer_ms": 444.510199,
        "train_ms": 2005.626672,
        "blocked_train": 2005626672,
        "duration": 2064545466,
        "avg_accuracy": 10.641891891891891,
        "soft_acc": 15.540258027027024,
        "adapt_pct": 15.6246963125,
        "stability": 87.87565385909116,
        "consistency": 62.16216216216216,
        "throughput": 147.24790759342858,
        "availability": 18.142259898263454,
        "score": 4.151439772834207,
        "zero_downtime": 2.819354000123991,
        "weight_bytes": 253728,
        "weight_mib": 0.241973876953125,
        "heap_bytes": 22569896,
        "heap_mib": 21.524330139160156,
        "mobile_score": 17.156561795463652,
        "mobile_throughput": 608.5281165369489,
        "mobile_availability": 74.97610951523481,
        "mobile_accuracy": 64.22287489338144,
        "soft_acc_blocks": [
          24.9991925,
          24.999135,
          25.000816,
          0,
          0,
          24.998915,
          25.00118,
          24.999809,
          24.9972545,
          0,
          24.9997475,
          0,
          25.000874,
          0,
          24.999545,
          0,
          24.99928,
          24.998646,
          24.999949,
          0,
          24.9979205,
          0,
          24.998164,
          0,
          25.0001175,
          24.997309,
          24.998697,
          24.999083,
          0,
          25.0010165,
          0,
          25.000299,
          0,
          25.000465,
          0,
          25.002132,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.16779864,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.527205519545106,
        "mobile_acc_per_sec": 31.10751298580578
      },
      "started": "2026-08-18T06:51:55.444034741+10:00",
      "ended": "2026-08-18T06:51:57.511247754+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|step_sgd|bicameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "step_sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 288,
        "total_correct": 97,
        "total_train": 19,
        "infer_ms": 466.14771,
        "train_ms": 2043.386032,
        "blocked_train": 2043386032,
        "duration": 2115672974,
        "avg_accuracy": 16.3109756097561,
        "soft_acc": 12.19537704878049,
        "adapt_pct": 12.499620875000002,
        "stability": 87.50345713494332,
        "consistency": 48.78048780487805,
        "throughput": 136.12689840977285,
        "availability": 18.57507242076365,
        "score": 3.083682791390119,
        "zero_downtime": 2.2653001187961648,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 22953416,
        "heap_mib": 21.89008331298828,
        "mobile_score": 407.8037289273156,
        "mobile_throughput": 18002.194302803124,
        "mobile_availability": 2456.47309101711,
        "mobile_accuracy": 1612.785935717247,
        "soft_acc_blocks": [
          25.002729,
          0,
          25.003209,
          25.0011605,
          0,
          25.0012985,
          0,
          25.0028495,
          0,
          25.00095,
          25.002904,
          25.000934,
          25.0018,
          0,
          25.0008185,
          0,
          24.9989035,
          0,
          24.999617,
          0,
          24.9992475,
          0,
          0,
          0,
          0,
          24.99954,
          0,
          24.998648,
          0,
          24.998597,
          0,
          24.9987355,
          0,
          0,
          0,
          24.9986335,
          0,
          25.0002,
          0,
          24.999684,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.078122039,
        "time_to_acc50_sec": 0.078122039,
        "acc_per_sec": 5.764301571486865,
        "mobile_acc_per_sec": 762.3039834308753
      },
      "started": "2026-08-18T06:51:58.061710671+10:00",
      "ended": "2026-08-18T06:52:00.186693262+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|step_sgd|bicameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "step_sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 152,
        "total_correct": 39,
        "total_train": 9,
        "infer_ms": 511.026584,
        "train_ms": 2030.022616,
        "blocked_train": 2030022616,
        "duration": 2092386092,
        "avg_accuracy": 10.576923076923077,
        "soft_acc": 10.256811653846153,
        "adapt_pct": 9.3749501875,
        "stability": 87.70251479932462,
        "consistency": 41.02564102564102,
        "throughput": 72.64433680818024,
        "availability": 20.110849644312278,
        "score": 1.4984579597406609,
        "zero_downtime": 2.0627319700052995,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 22468824,
        "heap_mib": 21.427940368652344,
        "mobile_score": 132.1041746757208,
        "mobile_throughput": 6404.330596348949,
        "mobile_availability": 1772.9741278488643,
        "mobile_accuracy": 904.2413432607519,
        "soft_acc_blocks": [
          25.002721,
          25.000816,
          0,
          0,
          25.000474,
          25.003796,
          0,
          0,
          25.00219,
          25.002435,
          0,
          0,
          0,
          25.0004605,
          0,
          0,
          0,
          25.002099,
          25.000698,
          0,
          0,
          25.000273,
          24.997493,
          0,
          0,
          0,
          0,
          24.999726,
          24.999415,
          0,
          0,
          25.000358,
          25.002015,
          0,
          0,
          0,
          25.000685,
          0,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071627364,
        "time_to_acc50_sec": 0.071627364,
        "acc_per_sec": 4.901968949737291,
        "mobile_acc_per_sec": 432.15797826128545
      },
      "started": "2026-08-18T06:52:00.964102832+10:00",
      "ended": "2026-08-18T06:52:03.061771831+10:00"
    },
    {
      "cell": {
        "id": "int6|none|step_sgd|bicameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "step_sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 136,
        "total_correct": 53,
        "total_train": 9,
        "infer_ms": 466.890523,
        "train_ms": 2015.03077,
        "blocked_train": 2015030770,
        "duration": 2102742427,
        "avg_accuracy": 13.486842105263158,
        "soft_acc": 8.553273868421053,
        "adapt_pct": 12.501563875,
        "stability": 88.13874317269678,
        "consistency": 34.21052631578947,
        "throughput": 64.67744135168867,
        "availability": 18.811657094719965,
        "score": 1.0406681486907263,
        "zero_downtime": 1.6090125504996577,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 24043256,
        "heap_mib": 22.92943572998047,
        "mobile_score": 91.7453879839858,
        "mobile_throughput": 5701.968449872902,
        "mobile_availability": 1658.4372078151239,
        "mobile_accuracy": 754.0573146000903,
        "soft_acc_blocks": [
          25.004449,
          24.999824,
          0,
          0,
          25.001107,
          25.001338,
          0,
          0,
          24.99817,
          24.998483,
          0,
          0,
          0,
          24.9985,
          25.00313,
          0,
          0,
          0,
          25.000811,
          0,
          0,
          0,
          25.003265,
          0,
          0,
          0,
          25.005321,
          25.00556,
          0,
          0,
          0,
          0,
          0,
          0,
          0,
          25.004449,
          0,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.077248656,
        "time_to_acc50_sec": 0.077248656,
        "acc_per_sec": 4.067675507277456,
        "mobile_acc_per_sec": 358.6066010357294
      },
      "started": "2026-08-18T06:52:03.641377036+10:00",
      "ended": "2026-08-18T06:52:05.748831016+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|step_sgd|bicameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "step_sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 152,
        "total_correct": 28,
        "total_train": 10,
        "infer_ms": 497.859682,
        "train_ms": 2133.559294,
        "blocked_train": 2133559294,
        "duration": 2190519084,
        "avg_accuracy": 4.910714285714286,
        "soft_acc": 7.7380336666666665,
        "adapt_pct": 9.375507875,
        "stability": 88.4426586760462,
        "consistency": 30.952380952380953,
        "throughput": 69.38994556597983,
        "availability": 18.919818035088916,
        "score": 1.0158839920088198,
        "zero_downtime": 1.464021889227252,
        "weight_bytes": 11914,
        "weight_mib": 0.011362075805664062,
        "heap_bytes": 22212768,
        "heap_mib": 21.183746337890625,
        "mobile_score": 89.41006990134633,
        "mobile_throughput": 6107.153899764384,
        "mobile_availability": 1665.1726637536844,
        "mobile_accuracy": 681.0404893451961,
        "soft_acc_blocks": [
          24.998742,
          24.999454,
          0,
          0,
          24.999698,
          24.997485,
          0,
          0,
          0,
          24.999084,
          0,
          0,
          0,
          24.9982325,
          0,
          0,
          0,
          0,
          25.000282,
          0,
          0,
          0,
          24.9980545,
          0,
          0,
          0,
          25.000455,
          24.998854,
          0,
          0,
          24.999485,
          25.004296,
          0,
          0,
          0,
          0,
          0,
          0,
          0,
          25.003292,
          0,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 1.620937245,
        "time_to_acc50_sec": 1.620937245,
        "acc_per_sec": 3.532511413932364,
        "mobile_acc_per_sec": 310.90370055191727
      },
      "started": "2026-08-18T06:52:06.533842968+10:00",
      "ended": "2026-08-18T06:52:08.72914246+10:00"
    },
    {
      "cell": {
        "id": "int5|none|step_sgd|bicameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "step_sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 176,
        "total_correct": 33,
        "total_train": 10,
        "infer_ms": 566.345598,
        "train_ms": 2073.911023,
        "blocked_train": 2073911023,
        "duration": 2175544061,
        "avg_accuracy": 7.1875,
        "soft_acc": 9.999516987499998,
        "adapt_pct": 6.2495999375,
        "stability": 87.75314277219474,
        "consistency": 40,
        "throughput": 80.89930383625541,
        "availability": 21.45039968825061,
        "score": 1.7352385835477446,
        "zero_downtime": 2.1449363607132663,
        "weight_bytes": 9912,
        "weight_mib": 0.00945281982421875,
        "heap_bytes": 36997552,
        "heap_mib": 35.28361511230469,
        "mobile_score": 183.5683548206376,
        "mobile_throughput": 8558.219170642187,
        "mobile_availability": 2269.2064470850555,
        "mobile_accuracy": 1057.8342942579498,
        "soft_acc_blocks": [
          24.99697,
          0,
          0,
          0,
          24.99777,
          0,
          0,
          24.995124,
          24.997665,
          0,
          0,
          25.000233,
          24.996508,
          0,
          0,
          24.9974735,
          0,
          0,
          0,
          0,
          24.997078,
          24.996819,
          0,
          0,
          24.997751,
          0,
          0,
          0,
          24.999326,
          0,
          0,
          25.001845,
          25.001449,
          0,
          0,
          25.002662,
          25.000034,
          25.001972,
          0,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.318523199,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.5963293351565895,
        "mobile_acc_per_sec": 486.23896579309485
      },
      "started": "2026-08-18T06:52:09.346850822+10:00",
      "ended": "2026-08-18T06:52:11.530382993+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|step_sgd|bicameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "step_sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 152,
        "total_correct": 38,
        "total_train": 10,
        "infer_ms": 436.639484,
        "train_ms": 2079.564398,
        "blocked_train": 2079564398,
        "duration": 2132326070,
        "avg_accuracy": 8.552631578947368,
        "soft_acc": 8.552393565789474,
        "adapt_pct": 9.3749351875,
        "stability": 88.13996399791611,
        "consistency": 34.21052631578947,
        "throughput": 71.2836569127535,
        "availability": 17.353104298247008,
        "score": 1.057924869206979,
        "zero_downtime": 1.4841057754680138,
        "weight_bytes": 9932,
        "weight_mib": 0.009471893310546875,
        "heap_bytes": 22533072,
        "heap_mib": 21.489212036132812,
        "mobile_score": 111.69096130221276,
        "mobile_throughput": 7525.808682133247,
        "mobile_availability": 1832.0628969632153,
        "mobile_accuracy": 902.92334229171,
        "soft_acc_blocks": [
          24.9997155,
          0,
          0,
          0,
          24.9991075,
          0,
          0,
          0,
          0,
          0,
          0,
          0,
          24.9966035,
          0,
          0,
          0,
          24.9976655,
          0,
          0,
          24.999751,
          24.998289,
          0,
          0,
          24.998261,
          24.999132,
          0,
          0,
          25.000435,
          25.001381,
          0,
          0,
          25.001556,
          25.000765,
          0,
          0,
          24.9982935,
          0,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.070214398,
        "time_to_acc50_sec": 1.620134539,
        "acc_per_sec": 4.0108282153064305,
        "mobile_acc_per_sec": 423.445248358151
      },
      "started": "2026-08-18T06:52:12.095798434+10:00",
      "ended": "2026-08-18T06:52:14.232758193+10:00"
    },
    {
      "cell": {
        "id": "int3|none|step_sgd|bicameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "step_sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 200,
        "total_correct": 44,
        "total_train": 13,
        "infer_ms": 448.408838,
        "train_ms": 1962.257642,
        "blocked_train": 1962257642,
        "duration": 2021515343,
        "avg_accuracy": 8.653846153846153,
        "soft_acc": 8.974300064102563,
        "adapt_pct": 12.500589875,
        "stability": 88.00758702500002,
        "consistency": 35.8974358974359,
        "throughput": 98.93568242880262,
        "availability": 18.601031777734764,
        "score": 1.6515456214897393,
        "zero_downtime": 1.6693124067529892,
        "weight_bytes": 5947,
        "weight_mib": 0.005671501159667969,
        "heap_bytes": 22400568,
        "heap_mib": 21.36284637451172,
        "mobile_score": 291.2007905833571,
        "mobile_throughput": 17444.35549663093,
        "mobile_availability": 3279.7369257390296,
        "mobile_accuracy": 1582.3500359872892,
        "soft_acc_blocks": [
          24.99803,
          0,
          0,
          24.9994975,
          0,
          0,
          24.998273,
          0,
          0,
          24.999804,
          24.996912,
          0,
          0,
          24.998986,
          25.003595,
          0,
          25.0024735,
          0,
          0,
          25.00252,
          0,
          0,
          25.0025475,
          0,
          0,
          25.0011295,
          0,
          0,
          24.9996645,
          0,
          0,
          0,
          0,
          0,
          24.996383,
          0,
          0,
          24.997887,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.547710058,
        "time_to_acc50_sec": 0.768359328,
        "acc_per_sec": 4.439392505814171,
        "mobile_acc_per_sec": 782.7544032582142
      },
      "started": "2026-08-18T06:52:15.004413921+10:00",
      "ended": "2026-08-18T06:52:17.029793893+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|step_sgd|bicameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "step_sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 184,
        "total_correct": 83,
        "total_train": 13,
        "infer_ms": 410.217613,
        "train_ms": 2035.803596,
        "blocked_train": 2035803596,
        "duration": 2091150576,
        "avg_accuracy": 15.54054054054054,
        "soft_acc": 8.784477675675676,
        "adapt_pct": 12.4999985625,
        "stability": 88.06424509562325,
        "consistency": 35.13513513513514,
        "throughput": 87.98983780113977,
        "availability": 16.77081177753598,
        "score": 1.2962911182509282,
        "zero_downtime": 1.473228216627235,
        "weight_bytes": 5967,
        "weight_mib": 0.005690574645996094,
        "heap_bytes": 22497792,
        "heap_mib": 21.45556640625,
        "mobile_score": 227.79617154534697,
        "mobile_throughput": 15462.381793559232,
        "mobile_availability": 2947.1209536520137,
        "mobile_accuracy": 1543.68903355946,
        "soft_acc_blocks": [
          25.0038945,
          0,
          0,
          25.0052195,
          0,
          0,
          25.0050305,
          0,
          0,
          25.0035845,
          0,
          0,
          25.003509,
          0,
          0,
          25.003445,
          0,
          0,
          0,
          0,
          25.00419,
          25.003733,
          0,
          24.998999,
          24.998341,
          0,
          24.9992035,
          0,
          0,
          24.9976745,
          0,
          0,
          24.99885,
          0,
          0,
          0,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071736791,
        "time_to_acc50_sec": 0.071736791,
        "acc_per_sec": 4.200786770926283,
        "mobile_acc_per_sec": 738.2008025994298
      },
      "started": "2026-08-18T06:52:17.752671744+10:00",
      "ended": "2026-08-18T06:52:19.847914917+10:00"
    },
    {
      "cell": {
        "id": "float64|none|step_sgd|tricameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "step_sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 624,
        "total_correct": 231,
        "total_train": 40,
        "infer_ms": 411.254742,
        "train_ms": 1940.399087,
        "blocked_train": 1940399087,
        "duration": 2060338917,
        "avg_accuracy": 36.378205128205124,
        "soft_acc": 23.720658452991454,
        "adapt_pct": 25.002607354166663,
        "stability": 94.48505817238477,
        "consistency": 94.87179487179486,
        "throughput": 302.8627935197129,
        "availability": 17.48789455865105,
        "score": 12.563486869569143,
        "zero_downtime": 4.148243738876893,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 35873576,
        "heap_mib": 34.211708068847656,
        "mobile_score": 78.25878485734087,
        "mobile_throughput": 1886.5522323075663,
        "mobile_availability": 108.93324377870499,
        "mobile_accuracy": 147.75753943306225,
        "soft_acc_blocks": [
          25.000278,
          25.0003115,
          25.001636,
          25.001159333333334,
          25.007334,
          24.999401,
          25.005806,
          25.0038545,
          25.00593,
          25.002933,
          25.005569,
          25.0022225,
          25.0041235,
          25.004002,
          25.0057015,
          25.0051875,
          25.0058495,
          0,
          25.003981,
          25.007493999999998,
          25.0036035,
          25.006365,
          0,
          25.009069,
          25.005696,
          25.006877333333335,
          25.00379,
          24.998588,
          24.999844333333332,
          24.999622000000002,
          24.9994455,
          24.999054,
          25.0014245,
          24.9987585,
          25.0012675,
          25.0003245,
          24.999696,
          24.9983145,
          25.001165666666665
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.106286101,
        "time_to_acc50_sec": 0.256600088,
        "acc_per_sec": 11.51298859487177,
        "mobile_acc_per_sec": 71.71516210944932
      },
      "started": "2026-08-18T06:52:20.657377501+10:00",
      "ended": "2026-08-18T06:52:22.779973592+10:00"
    },
    {
      "cell": {
        "id": "float32|none|step_sgd|tricameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "step_sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1440,
        "total_correct": 492,
        "total_train": 72,
        "infer_ms": 372.965076,
        "train_ms": 1849.698635,
        "blocked_train": 1849698635,
        "duration": 2039110051,
        "avg_accuracy": 32.55876068376068,
        "soft_acc": 24.36073773189866,
        "adapt_pct": 25.000613658035714,
        "stability": 96.04816620407668,
        "consistency": 97.43589743589743,
        "throughput": 706.1904281692935,
        "availability": 16.780094719421097,
        "score": 28.867333589038264,
        "zero_downtime": 4.08775486576235,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 22571392,
        "heap_mib": 21.5257568359375,
        "mobile_score": 359.6330337593787,
        "mobile_throughput": 8797.813116719479,
        "mobile_availability": 209.04862418629048,
        "mobile_accuracy": 303.4892706012186,
        "soft_acc_blocks": [
          25.00333825,
          25.000784799999998,
          25.001113714285715,
          25.001508,
          25.0023225,
          25.00202075,
          25.002752,
          25.00106925,
          25.003665666666667,
          25.00247725,
          25.0023382,
          25.003780875,
          25.000162,
          24.9986898,
          24.999175,
          25.000031000000003,
          24.999973,
          24.998279,
          24.9996534,
          25.000776333333334,
          25.00051,
          0,
          25.001965666666667,
          25.000633500000003,
          25.0015755,
          25.00146375,
          25.0012535,
          25.0016085,
          25.002525714285717,
          25.002611,
          25.002031600000002,
          25.002351857142855,
          25.00309125,
          25.004038,
          25.00259075,
          25.0035105,
          25.004298,
          25.004136,
          25.004665666666668
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.078534435,
        "time_to_acc50_sec": 0.078534435,
        "acc_per_sec": 11.946749867645401,
        "mobile_acc_per_sec": 148.8341791324036
      },
      "started": "2026-08-18T06:52:23.526957544+10:00",
      "ended": "2026-08-18T06:52:25.569082746+10:00"
    },
    {
      "cell": {
        "id": "float16|none|step_sgd|tricameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "step_sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 312,
        "total_correct": 86,
        "total_train": 21,
        "infer_ms": 427.505178,
        "train_ms": 1967.267326,
        "blocked_train": 1967267326,
        "duration": 2022494458,
        "avg_accuracy": 16.185897435897434,
        "soft_acc": 14.744794948717946,
        "adapt_pct": 12.500808875,
        "stability": 87.7019907806423,
        "consistency": 58.97435897435898,
        "throughput": 154.2649468164822,
        "availability": 17.851598733739262,
        "score": 4.06053358909935,
        "zero_downtime": 2.6321816283577832,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 22004552,
        "heap_mib": 20.98517608642578,
        "mobile_score": 101.17332165961982,
        "mobile_throughput": 3843.70594223552,
        "mobile_availability": 444.79512389101274,
        "mobile_accuracy": 367.38518458670444,
        "soft_acc_blocks": [
          25.0024405,
          0,
          25.000383,
          24.998815,
          25.005227,
          25.0049635,
          0,
          0,
          0,
          25.002429,
          0,
          24.9998845,
          0,
          25.001231,
          0,
          25.0007995,
          25.001983,
          25.000413,
          24.999936,
          25.000843,
          25.0003285,
          0,
          24.9999005,
          0,
          25.0003125,
          0,
          25.005661,
          0,
          0,
          0,
          25.0024575,
          0,
          25.003158,
          0,
          25.004061,
          0,
          25.003335,
          25.006551,
          25.00189
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.07288731,
        "time_to_acc50_sec": 1.922585845,
        "acc_per_sec": 7.290400668538171,
        "mobile_acc_per_sec": 181.6495383379213
      },
      "started": "2026-08-18T06:52:26.356872975+10:00",
      "ended": "2026-08-18T06:52:28.382756177+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|step_sgd|tricameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "step_sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 392,
        "total_correct": 131,
        "total_train": 27,
        "infer_ms": 346.407837,
        "train_ms": 1995.680293,
        "blocked_train": 1995680293,
        "duration": 2060246210,
        "avg_accuracy": 20.32051282051282,
        "soft_acc": 16.026183369230772,
        "adapt_pct": 15.625864,
        "stability": 88.00710239578726,
        "consistency": 64.1025641025641,
        "throughput": 190.26852135308624,
        "availability": 14.790555170099427,
        "score": 4.510051763239752,
        "zero_downtime": 2.3703614928873766,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 23260744,
        "heap_mib": 22.18317413330078,
        "mobile_score": 112.37363458062177,
        "mobile_throughput": 4740.780463984739,
        "mobile_availability": 368.52535828443536,
        "mobile_accuracy": 399.3125951091751,
        "soft_acc_blocks": [
          24.996841,
          24.9958495,
          24.9988075,
          0,
          24.997947,
          24.997561,
          0,
          25.000361,
          25.000317,
          25.0009165,
          25.001028,
          0,
          25.000795,
          24.99983,
          25.0004525,
          0,
          0,
          0,
          0,
          25.001701,
          25.000291,
          25.0024515,
          25.0023875,
          0,
          0,
          25.004786,
          25.003771,
          25.000143,
          0,
          25.0027155,
          0,
          25.001388,
          0,
          25.0012945,
          25.002132,
          0,
          0,
          25.0041604,
          25.003224
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.419046708,
        "time_to_acc50_sec": 0.419046708,
        "acc_per_sec": 7.778770950502452,
        "mobile_acc_per_sec": 193.81790058440401
      },
      "started": "2026-08-18T06:52:29.03864124+10:00",
      "ended": "2026-08-18T06:52:31.102056715+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|step_sgd|tricameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "step_sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 360,
        "total_correct": 87,
        "total_train": 23,
        "infer_ms": 424.679823,
        "train_ms": 1934.414418,
        "blocked_train": 1934414418,
        "duration": 2329151432,
        "avg_accuracy": 16.724537037037035,
        "soft_acc": 16.666666666666668,
        "adapt_pct": 15.625,
        "stability": 88.21488698022421,
        "consistency": 66.66666666666666,
        "throughput": 154.5627283198476,
        "availability": 18.001816782867557,
        "score": 4.637349861123385,
        "zero_downtime": 3.000302797144593,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 35158472,
        "heap_mib": 33.52973175048828,
        "mobile_score": 231.09085486062708,
        "mobile_throughput": 7702.251088808693,
        "mobile_availability": 897.0759925345562,
        "mobile_accuracy": 830.54209042233,
        "soft_acc_blocks": [
          25,
          0,
          25,
          0,
          25,
          25,
          25,
          0,
          25,
          25,
          25,
          25,
          0,
          25,
          25,
          0,
          0,
          25,
          0,
          25,
          25,
          0,
          25,
          0,
          25,
          25,
          0,
          25,
          25,
          25,
          25,
          0,
          25,
          25,
          0,
          25
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.213635378,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.155681866659611,
        "mobile_acc_per_sec": 356.585698555958
      },
      "started": "2026-08-18T06:52:31.799597115+10:00",
      "ended": "2026-08-18T06:52:34.13248453+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|step_sgd|tricameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "step_sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 344,
        "total_correct": 76,
        "total_train": 22,
        "infer_ms": 426.836538,
        "train_ms": 1970.609607,
        "blocked_train": 1970609607,
        "duration": 2025593308,
        "avg_accuracy": 12.419871794871796,
        "soft_acc": 16.025471121794876,
        "adapt_pct": 18.7497403125,
        "stability": 88.0076354800657,
        "consistency": 64.1025641025641,
        "throughput": 169.82678538746435,
        "availability": 17.80380088579633,
        "score": 4.845400987669989,
        "zero_downtime": 2.853142969535151,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 23035984,
        "heap_mib": 21.968826293945312,
        "mobile_score": 241.4585679140313,
        "mobile_throughput": 8462.897600724542,
        "mobile_availability": 887.2083603091329,
        "mobile_accuracy": 798.5896971298919,
        "soft_acc_blocks": [
          25.000623,
          0,
          25.00018375,
          0,
          0,
          0,
          24.9992255,
          0,
          25.000087,
          25.001405,
          25.000159,
          25.002459,
          0,
          24.999493,
          0,
          24.9994375,
          24.999589,
          24.997741,
          0,
          0,
          24.99939,
          24.999152,
          25.000106,
          0,
          25.000287,
          0,
          24.999122,
          24.999275,
          25.001095,
          24.999033,
          0,
          25.000359,
          0,
          25.0005455,
          24.997125,
          24.996928,
          24.9994385,
          0,
          25.001115
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.068151642,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.911494898064146,
        "mobile_acc_per_sec": 394.2497706602276
      },
      "started": "2026-08-18T06:52:34.732195428+10:00",
      "ended": "2026-08-18T06:52:36.761812218+10:00"
    },
    {
      "cell": {
        "id": "int64|none|step_sgd|tricameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "step_sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 304,
        "total_correct": 91,
        "total_train": 20,
        "infer_ms": 436.192455,
        "train_ms": 1977.812151,
        "blocked_train": 1977812151,
        "duration": 2050180189,
        "avg_accuracy": 17.681623931623932,
        "soft_acc": 14.744216461538462,
        "adapt_pct": 18.7498215625,
        "stability": 87.70247321459331,
        "consistency": 58.97435897435898,
        "throughput": 148.2796495796204,
        "availability": 18.069247006233756,
        "score": 3.950420296628012,
        "zero_downtime": 2.6641688915691635,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 23186544,
        "heap_mib": 22.112411499023438,
        "mobile_score": 24.607427484061724,
        "mobile_throughput": 923.6436759671137,
        "mobile_availability": 112.55452635686107,
        "mobile_accuracy": 91.84269271204113,
        "soft_acc_blocks": [
          25.0042655,
          0,
          25.003426,
          0,
          25.0029745,
          25.00568,
          25.003279,
          25.005086,
          25.004241,
          0,
          0,
          0,
          0,
          25.00326,
          25.000155,
          24.999484,
          25.001234,
          25.0007675,
          0,
          25.0001475,
          0,
          24.9978525,
          0,
          25.000649,
          0,
          25.002415,
          0,
          24.998383,
          0,
          0,
          24.9960565,
          24.997889,
          24.999746000000002,
          24.997713,
          0,
          24.998755,
          0,
          25.000983,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.068625808,
        "time_to_acc50_sec": 0.068625808,
        "acc_per_sec": 7.191668586325639,
        "mobile_acc_per_sec": 44.79737595983624
      },
      "started": "2026-08-18T06:52:37.42090816+10:00",
      "ended": "2026-08-18T06:52:39.47504704+10:00"
    },
    {
      "cell": {
        "id": "int32|none|step_sgd|tricameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "step_sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 320,
        "total_correct": 92,
        "total_train": 20,
        "infer_ms": 478.657845,
        "train_ms": 1972.117003,
        "blocked_train": 1972117003,
        "duration": 2127034784,
        "avg_accuracy": 21.10042735042735,
        "soft_acc": 16.666666029914534,
        "adapt_pct": 18.7502935,
        "stability": 88.21488724397167,
        "consistency": 66.66666666666666,
        "throughput": 150.4441781615923,
        "availability": 19.530877974801218,
        "score": 4.897177955724873,
        "zero_downtime": 3.255146204770254,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 27680856,
        "heap_mib": 26.398521423339844,
        "mobile_score": 61.00968624776832,
        "mobile_throughput": 1874.2533333329748,
        "mobile_availability": 243.3182433146227,
        "mobile_accuracy": 207.63551467284077,
        "soft_acc_blocks": [
          24.996513,
          0,
          24.9992915,
          0,
          24.9980915,
          0,
          24.9987135,
          25.00012,
          25.001757,
          24.998521,
          24.994401,
          24.998754,
          25.001815,
          25.003766,
          25.001314,
          25.002645,
          25.002659,
          0,
          0,
          0,
          25.003082,
          25.003413,
          25.002236,
          25.003959,
          25.00225,
          24.9996155,
          0,
          24.9970835,
          0,
          24.998233,
          0,
          24.9992075,
          0,
          24.99752,
          0,
          24.9960655,
          0,
          24.998948666666667,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.355686932,
        "time_to_acc50_sec": 0.805601655,
        "acc_per_sec": 7.835633979888188,
        "mobile_acc_per_sec": 97.61735738160864
      },
      "started": "2026-08-18T06:52:40.06825545+10:00",
      "ended": "2026-08-18T06:52:42.199294862+10:00"
    },
    {
      "cell": {
        "id": "int16|none|step_sgd|tricameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "step_sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 280,
        "total_correct": 62,
        "total_train": 19,
        "infer_ms": 412.446408,
        "train_ms": 2022.916647,
        "blocked_train": 2022916647,
        "duration": 2070772808,
        "avg_accuracy": 14.375,
        "soft_acc": 16.2502017875,
        "adapt_pct": 18.749508312499998,
        "stability": 88.07561181622907,
        "consistency": 65,
        "throughput": 135.2152196118658,
        "availability": 16.935725749522796,
        "score": 3.721244008014878,
        "zero_downtime": 2.7520896084750515,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 22533296,
        "heap_mib": 21.489425659179688,
        "mobile_score": 92.71949332164739,
        "mobile_throughput": 3369.057934600603,
        "mobile_availability": 421.97499200483827,
        "mobile_accuracy": 404.894296871248,
        "soft_acc_blocks": [
          25.0013695,
          0,
          25.000321,
          0,
          0,
          0,
          0,
          25.0006275,
          0,
          25.000772,
          25.003482,
          25.004108,
          25.00159,
          25.00074,
          24.997826,
          24.998385,
          24.999957,
          0,
          24.998069,
          0,
          24.9994865,
          0,
          24.9971265,
          0,
          0,
          0,
          0,
          24.9998295,
          0,
          24.999329,
          24.999235,
          25.002727,
          25.000985,
          25.002882,
          25.00101,
          25.000477,
          24.996608,
          24.999769,
          24.998873,
          25.002487
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071608459,
        "time_to_acc50_sec": 1.721669769,
        "acc_per_sec": 7.8474092979783805,
        "mobile_acc_per_sec": 195.5281116822778
      },
      "started": "2026-08-18T06:52:42.832886426+10:00",
      "ended": "2026-08-18T06:52:44.907787716+10:00"
    },
    {
      "cell": {
        "id": "int8|none|step_sgd|tricameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "step_sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1264,
        "total_correct": 265,
        "total_train": 63,
        "infer_ms": 325.549335,
        "train_ms": 1893.5121,
        "blocked_train": 1893512100,
        "duration": 2004832412,
        "avg_accuracy": 20.909919329036978,
        "soft_acc": 24.35762886939302,
        "adapt_pct": 25.000047943560606,
        "stability": 96.04866993972792,
        "consistency": 97.43589743589743,
        "throughput": 630.4766385630442,
        "availability": 14.670586846551185,
        "score": 22.52949694762211,
        "zero_downtime": 3.5734070970449268,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 25157536,
        "heap_mib": 23.992095947265625,
        "mobile_score": 1122.701729462494,
        "mobile_throughput": 31418.243121275667,
        "mobile_availability": 731.0723920354175,
        "mobile_accuracy": 1213.8021599350184,
        "soft_acc_blocks": [
          24.99937675,
          24.995255666666665,
          24.997434,
          24.99658175,
          24.993583,
          24.99551,
          24.99657825,
          24.996329,
          24.99639894117647,
          24.994212,
          24.997974,
          24.99502175,
          24.996539,
          24.99793133333333,
          24.999906,
          24.9979252,
          25.002943333333334,
          24.9971385,
          24.998972,
          24.9990844,
          24.9991765,
          25.000743,
          25.001128,
          25.001467,
          24.9990176,
          24.9961835,
          24.996671,
          24.9970125,
          25.00112418181818,
          25.00687,
          24.9986375,
          0,
          25.00102025,
          25.00175025,
          25.00015975,
          25.0011515,
          24.9987485,
          24.99943,
          25.00254
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.771387971,
        "time_to_acc50_sec": 1.539136573,
        "acc_per_sec": 12.149458839352116,
        "mobile_acc_per_sec": 605.4382165161337
      },
      "started": "2026-08-18T06:52:45.628175834+10:00",
      "ended": "2026-08-18T06:52:47.637480373+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|step_sgd|tricameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "step_sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 280,
        "total_correct": 86,
        "total_train": 19,
        "infer_ms": 410.076513,
        "train_ms": 1959.649945,
        "blocked_train": 1959649945,
        "duration": 2013419740,
        "avg_accuracy": 15.296052631578947,
        "soft_acc": 13.158454842105261,
        "adapt_pct": 15.6246649375,
        "stability": 87.51679350275316,
        "consistency": 52.63157894736842,
        "throughput": 139.06687931846741,
        "availability": 17.30480375131972,
        "score": 3.166615126148788,
        "zero_downtime": 2.2770447871323425,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 22803016,
        "heap_mib": 21.74665069580078,
        "mobile_score": 19.72224175882984,
        "mobile_throughput": 866.1332385854198,
        "mobile_availability": 107.77739307640667,
        "mobile_accuracy": 81.95319520382137,
        "soft_acc_blocks": [
          25.002155,
          0,
          25.0027135,
          0,
          25.004226,
          0,
          25.002747,
          0,
          25.002131,
          0,
          25.002749,
          0,
          0,
          0,
          25.0026735,
          0,
          25.003537,
          0,
          25.002919,
          0,
          25.0027545,
          0,
          25.003359,
          0,
          25.004028,
          0,
          24.99848,
          0,
          24.998499,
          24.99413,
          25.002216,
          24.997561,
          0,
          0,
          24.9972095,
          0,
          24.999064,
          24.998132
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.073047935,
        "time_to_acc50_sec": 0.872462155,
        "acc_per_sec": 6.535375898373412,
        "mobile_acc_per_sec": 40.70348252561653
      },
      "started": "2026-08-18T06:52:48.475372437+10:00",
      "ended": "2026-08-18T06:52:50.492927534+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|step_sgd|tricameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "step_sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 296,
        "total_correct": 51,
        "total_train": 20,
        "infer_ms": 422.343165,
        "train_ms": 2008.602409,
        "blocked_train": 2008602409,
        "duration": 2055740910,
        "avg_accuracy": 9.53125,
        "soft_acc": 13.124860949999999,
        "adapt_pct": 18.749377125,
        "stability": 87.51576702133207,
        "consistency": 52.5,
        "throughput": 143.9870163404979,
        "availability": 17.373616650127435,
        "score": 3.283282697746775,
        "zero_downtime": 2.2802630273152733,
        "weight_bytes": 84192,
        "weight_mib": 0.080291748046875,
        "heap_bytes": 21314448,
        "heap_mib": 20.327041625976562,
        "mobile_score": 40.891907046661466,
        "mobile_throughput": 1793.2978150685803,
        "mobile_availability": 216.38109859041268,
        "mobile_accuracy": 163.46463079042186,
        "soft_acc_blocks": [
          25.0000385,
          0,
          0,
          0,
          24.999064,
          0,
          25.00135,
          0,
          24.9998865,
          0,
          25.001046,
          0,
          25.000244,
          0,
          24.999743,
          0,
          24.997759,
          0,
          24.9981955,
          0,
          24.9983585,
          0,
          0,
          0,
          25.000165,
          25.001347,
          25.000566,
          24.999083,
          24.998641,
          24.999225,
          24.9997375,
          0,
          24.9999215,
          0,
          25.000481,
          0,
          25.0000685,
          0,
          24.9995175,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.075489024,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.384491784035178,
        "mobile_acc_per_sec": 79.51616373214166
      },
      "started": "2026-08-18T06:52:51.003794954+10:00",
      "ended": "2026-08-18T06:52:53.06993845+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|step_sgd|tricameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "step_sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 272,
        "total_correct": 83,
        "total_train": 19,
        "infer_ms": 387.811557,
        "train_ms": 2003.691064,
        "blocked_train": 2003691064,
        "duration": 2052545552,
        "avg_accuracy": 12.96875,
        "soft_acc": 10.62555935,
        "adapt_pct": 9.3755734375,
        "stability": 87.6407743106469,
        "consistency": 42.5,
        "throughput": 132.51837443264694,
        "availability": 16.21622964552043,
        "score": 2.2833778679823538,
        "zero_downtime": 1.7230651053170678,
        "weight_bytes": 42108,
        "weight_mib": 0.040157318115234375,
        "heap_bytes": 21984528,
        "heap_mib": 20.966079711914062,
        "mobile_score": 56.86081579028841,
        "mobile_throughput": 3299.9806922458247,
        "mobile_availability": 403.8175457580799,
        "mobile_accuracy": 264.59833098189415,
        "soft_acc_blocks": [
          24.9984525,
          0,
          25.00126,
          0,
          24.9984745,
          0,
          25.0019605,
          0,
          0,
          0,
          0,
          0,
          24.9980555,
          0,
          25.0011665,
          0,
          25.0014595,
          0,
          25.0023515,
          0,
          24.9998765,
          0,
          25.0023395,
          0,
          25.0064575,
          0,
          25.002901,
          0,
          0,
          0,
          25.0019615,
          0,
          25.0018685,
          0,
          24.99566,
          0,
          25.0020825,
          0,
          25.0060465,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.170177178,
        "time_to_acc50_sec": 1.2695871859999999,
        "acc_per_sec": 5.176771516542693,
        "mobile_acc_per_sec": 128.91228198276505
      },
      "started": "2026-08-18T06:52:53.681880263+10:00",
      "ended": "2026-08-18T06:52:55.738464089+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|step_sgd|tricameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "step_sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 680,
        "total_correct": 141,
        "total_train": 40,
        "infer_ms": 401.028926,
        "train_ms": 1936.356812,
        "blocked_train": 1936356812,
        "duration": 2070841300,
        "avg_accuracy": 17.841880341880344,
        "soft_acc": 22.435330679487176,
        "adapt_pct": 25.000051479166668,
        "stability": 92.4154738169311,
        "consistency": 89.74358974358975,
        "throughput": 328.36895806549734,
        "availability": 17.15715636834266,
        "score": 12.639790606722835,
        "zero_downtime": 3.849264766434368,
        "weight_bytes": 21066,
        "weight_mib": 0.020090103149414062,
        "heap_bytes": 22952496,
        "heap_mib": 21.889205932617188,
        "mobile_score": 629.1550875930411,
        "mobile_throughput": 16344.81195160386,
        "mobile_availability": 854.0103672311436,
        "mobile_accuracy": 1116.7354648520813,
        "soft_acc_blocks": [
          24.998288,
          24.998474666666667,
          24.998318,
          24.9985045,
          24.997315,
          24.9990555,
          24.9988125,
          24.9969255,
          24.99795,
          24.998191,
          24.99753,
          24.9982465,
          24.9984195,
          24.9991265,
          25.000649666666664,
          25.00044766666667,
          24.999932,
          24.998561666666664,
          24.9996255,
          25.0017225,
          25.000644,
          0,
          25.000642,
          25.0014975,
          25.0032965,
          25.001029,
          25.000141,
          24.999807333333333,
          24.99927866666667,
          24.9984325,
          24.9984185,
          24.9998985,
          24.9998755,
          24.998338,
          0,
          0,
          0,
          24.999470333333335,
          25.001031
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.738338659,
        "time_to_acc50_sec": 1.088524352,
        "acc_per_sec": 10.833920822173662,
        "mobile_acc_per_sec": 539.2665603356863
      },
      "started": "2026-08-18T06:52:56.35026231+10:00",
      "ended": "2026-08-18T06:52:58.424986519+10:00"
    },
    {
      "cell": {
        "id": "int4|none|step_sgd|tricameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "step_sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 840,
        "total_correct": 299,
        "total_train": 48,
        "infer_ms": 295.377306,
        "train_ms": 1947.349449,
        "blocked_train": 1947349449,
        "duration": 2051684826,
        "avg_accuracy": 30.052083333333336,
        "soft_acc": 20.625806224999998,
        "adapt_pct": 18.7504280625,
        "stability": 90.50045100611591,
        "consistency": 82.5,
        "throughput": 409.41960936450386,
        "availability": 13.170454463143013,
        "score": 11.121934524053371,
        "zero_downtime": 2.7165124165197416,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 21411504,
        "heap_mib": 20.419601440429688,
        "mobile_score": 1108.468169897708,
        "mobile_throughput": 40804.826186578655,
        "mobile_availability": 1312.6340137957084,
        "mobile_accuracy": 2055.6720262508884,
        "soft_acc_blocks": [
          24.99964325,
          25.0024895,
          25.000967333333335,
          24.9991712,
          24.9992796,
          0,
          24.9978952,
          0,
          25.00122525,
          25.000111,
          25.0013175,
          0,
          25.000406333333334,
          25.00105533333333,
          25.0022785,
          25.0001445,
          25.0004825,
          25.001872000000002,
          24.9984315,
          25.0021745,
          25.001081833333334,
          25.0018215,
          0,
          25.002632,
          25.0005735,
          24.9994215,
          0,
          0,
          25.000042166666663,
          25.003751,
          25.001121,
          25.00289825,
          25.0004635,
          0,
          25.000366,
          25.00042875,
          25.0021715,
          25.001372,
          25.001899,
          25.0032605
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.067787216,
        "time_to_acc50_sec": 0.121671697,
        "acc_per_sec": 10.053106580318394,
        "mobile_acc_per_sec": 1001.9433785347344
      },
      "started": "2026-08-18T06:52:58.925087762+10:00",
      "ended": "2026-08-18T06:53:00.980703102+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|step_sgd|tricameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "step_sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 272,
        "total_correct": 67,
        "total_train": 17,
        "infer_ms": 455.920856,
        "train_ms": 1998.062637,
        "blocked_train": 1998062637,
        "duration": 2106639723,
        "avg_accuracy": 10.69078947368421,
        "soft_acc": 11.841981697368421,
        "adapt_pct": 12.500020062499999,
        "stability": 87.51745517028233,
        "consistency": 47.368421052631575,
        "throughput": 129.11557540206888,
        "availability": 18.578806960214543,
        "score": 2.840670379737734,
        "zero_downtime": 2.2000989198180165,
        "weight_bytes": 10545,
        "weight_mib": 0.010056495666503906,
        "heap_bytes": 22737360,
        "heap_mib": 21.684036254882812,
        "mobile_score": 282.4711981132171,
        "mobile_throughput": 12839.022626154556,
        "mobile_availability": 1847.44344116775,
        "mobile_accuracy": 1177.5455476813456,
        "soft_acc_blocks": [
          24.9968195,
          0,
          24.997322,
          0,
          24.998087,
          0,
          0,
          0,
          24.997149,
          0,
          24.997197,
          24.999126,
          0,
          0,
          0,
          24.9972095,
          0,
          25.0001275,
          0,
          24.9971245,
          0,
          24.999219,
          24.998865,
          0,
          25.002609,
          0,
          25.0012285,
          0,
          25.0031115,
          25.001512,
          0,
          0,
          25.002972,
          0,
          25.003243,
          0,
          25.0023825,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 1.07231381,
        "time_to_acc50_sec": 1.697294662,
        "acc_per_sec": 5.621265738075339,
        "mobile_acc_per_sec": 558.9686432022842
      },
      "started": "2026-08-18T06:53:01.643792371+10:00",
      "ended": "2026-08-18T06:53:03.754860836+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|step_sgd|tricameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "step_sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 336,
        "total_correct": 68,
        "total_train": 22,
        "infer_ms": 296.823027,
        "train_ms": 1729.673767,
        "blocked_train": 1729673767,
        "duration": 2066995371,
        "avg_accuracy": 14.705882352941176,
        "soft_acc": 18.38235294117647,
        "adapt_pct": 21.875,
        "stability": 88.97058823529412,
        "consistency": 73.52941176470588,
        "throughput": 162.55479074316708,
        "availability": 14.647100744438681,
        "score": 4.376758081813082,
        "zero_downtime": 2.692481754492405,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 35784384,
        "heap_mib": 34.12664794921875,
        "mobile_score": 436.2098167850237,
        "mobile_throughput": 16201.031485439327,
        "mobile_availability": 1459.804040509508,
        "mobile_accuracy": 1832.0781406374927,
        "soft_acc_blocks": [
          25,
          25,
          0,
          25,
          25,
          0,
          25,
          25,
          25,
          25,
          0,
          25,
          25,
          0,
          0,
          25,
          25,
          25,
          0,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          0,
          25,
          25,
          0,
          25,
          25,
          25,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.390404471,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.893272427738045,
        "mobile_acc_per_sec": 886.3484487394591
      },
      "started": "2026-08-18T06:53:04.272253714+10:00",
      "ended": "2026-08-18T06:53:06.351479166+10:00"
    },
    {
      "cell": {
        "id": "int2|none|step_sgd|tricameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "step_sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 928,
        "total_correct": 226,
        "total_train": 49,
        "infer_ms": 275.792335,
        "train_ms": 1939.152801,
        "blocked_train": 1939152801,
        "duration": 2054728051,
        "avg_accuracy": 23.586805555555557,
        "soft_acc": 23.125638570138882,
        "adapt_pct": 24.999832100694444,
        "stability": 93.4150334802919,
        "consistency": 92.5,
        "throughput": 451.64127659052434,
        "availability": 12.451429632160425,
        "score": 13.004886870905402,
        "zero_downtime": 2.8794726135485935,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 22197872,
        "heap_mib": 21.169540405273438,
        "mobile_score": 2592.019056366946,
        "mobile_throughput": 90017.14564573002,
        "mobile_availability": 2481.7088534446398,
        "mobile_accuracy": 4609.197793066327,
        "soft_acc_blocks": [
          25.0025792,
          25.0014845,
          25.0040305,
          25.00242875,
          25.0028245,
          25.007699,
          25.00440425,
          25.0011718,
          0,
          0,
          25.0027645,
          25.004071,
          25.0026135,
          25.002231,
          25.00421425,
          25.0028225,
          25.00239433333333,
          25.000337000000002,
          25.0044925,
          25.001739666666666,
          25.003155,
          25.0066825,
          25.0015025,
          25.000863,
          25.007224,
          25.00379275,
          24.9965015,
          25.0006615,
          24.99617622222222,
          24.9936555,
          24.9979145,
          24.995428333333333,
          24.99441333333333,
          24.996544,
          0,
          24.99748075,
          24.995681,
          24.996866999999998,
          24.993078666666666,
          24.993618
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.169005827,
        "time_to_acc50_sec": 1.2689948979999999,
        "acc_per_sec": 11.254841514858397,
        "mobile_acc_per_sec": 2243.2154906451547
      },
      "started": "2026-08-18T06:53:06.877600934+10:00",
      "ended": "2026-08-18T06:53:08.936423091+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|step_sgd|tricameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "step_sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 232,
        "total_correct": 81,
        "total_train": 17,
        "infer_ms": 403.932054,
        "train_ms": 2051.852482,
        "blocked_train": 2051852482,
        "duration": 2121845685,
        "avg_accuracy": 16.44736842105263,
        "soft_acc": 11.842456013157895,
        "adapt_pct": 9.375708,
        "stability": 87.51695514434894,
        "consistency": 47.368421052631575,
        "throughput": 109.3387712594189,
        "availability": 16.448187863334606,
        "score": 2.129776481559065,
        "zero_downtime": 1.9478694126769762,
        "weight_bytes": 5285,
        "weight_mib": 0.005040168762207031,
        "heap_bytes": 24053640,
        "heap_mib": 22.93933868408203,
        "mobile_score": 422.5605494658994,
        "mobile_throughput": 21693.47425016394,
        "mobile_availability": 3263.4200637623367,
        "mobile_accuracy": 2349.614977569168,
        "soft_acc_blocks": [
          24.998449,
          0,
          24.9991435,
          0,
          24.995275,
          24.999159,
          0,
          24.9983335,
          0,
          25.001423,
          0,
          24.999576,
          24.999277,
          0,
          24.9971425,
          0,
          0,
          0,
          0,
          0,
          25.0003885,
          0,
          25.002422,
          0,
          25.000173,
          25.000731,
          0,
          25.0012915,
          0,
          25.00723,
          0,
          25.004114,
          0,
          0,
          0,
          25.004111,
          25.005089,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.069595025,
        "time_to_acc50_sec": 1.520882652,
        "acc_per_sec": 5.581205125743108,
        "mobile_acc_per_sec": 1107.3448904316376
      },
      "started": "2026-08-18T06:53:09.521693914+10:00",
      "ended": "2026-08-18T06:53:11.647645061+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|step_sgd|tricameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "step_sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1056,
        "total_correct": 220,
        "total_train": 47,
        "infer_ms": 354.019962,
        "train_ms": 1881.437911,
        "blocked_train": 1881437911,
        "duration": 2016602238,
        "avg_accuracy": 19.33388157894737,
        "soft_acc": 22.368976244078944,
        "adapt_pct": 18.74933445,
        "stability": 92.32750411333994,
        "consistency": 89.47368421052632,
        "throughput": 523.6530933573227,
        "availability": 15.836574970876226,
        "score": 18.550304494531034,
        "zero_downtime": 3.5424796931110554,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 21424192,
        "heap_mib": 20.43170166015625,
        "mobile_score": 3697.282662166389,
        "mobile_throughput": 104369.90420457101,
        "mobile_availability": 3156.4060894623663,
        "mobile_accuracy": 4458.386548966228,
        "soft_acc_blocks": [
          25.00149625,
          25.000226,
          25.003095666666667,
          25.000859166666668,
          25.0017985,
          25.001948666666667,
          25.002467,
          25.005112,
          25.000504666666668,
          0,
          25.0008355,
          25.0013066,
          0,
          25.0012985,
          25.00068925,
          0,
          25.003086333333332,
          25.00146,
          25.002806333333336,
          25.003968,
          25.002556666666667,
          25.00351575,
          25.002180625,
          25.002001333333336,
          25.001687,
          25.0021436,
          24.99871525,
          24.996781,
          24.995048,
          24.999067,
          24.9962165,
          24.998767,
          24.99703475,
          24.9973335,
          24.998717,
          0,
          24.99935066666667,
          24.9970232
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.072802623,
        "time_to_acc50_sec": 0.472176609,
        "acc_per_sec": 11.092408717280687,
        "mobile_acc_per_sec": 2210.8408217318597
      },
      "started": "2026-08-18T06:53:12.14951302+10:00",
      "ended": "2026-08-18T06:53:14.170318168+10:00"
    },
    {
      "cell": {
        "id": "binary|none|step_sgd|tricameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "step_sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1000,
        "total_correct": 159,
        "total_train": 47,
        "infer_ms": 327.208918,
        "train_ms": 1905.707657,
        "blocked_train": 1905707657,
        "duration": 2053138420,
        "avg_accuracy": 14.439102564102564,
        "soft_acc": 23.7097797542735,
        "adapt_pct": 24.993733633333335,
        "stability": 94.48757436268147,
        "consistency": 94.87179487179486,
        "throughput": 487.059221267702,
        "availability": 14.65388011641232,
        "score": 16.92239873947047,
        "zero_downtime": 3.4744027010566385,
        "weight_bytes": 2631,
        "weight_mib": 0.0025091171264648438,
        "heap_bytes": 21422888,
        "heap_mib": 20.430458068847656,
        "mobile_score": 6744.363808680725,
        "mobile_throughput": 194115.77727100035,
        "mobile_availability": 5840.253514613138,
        "mobile_accuracy": 9449.451165190836,
        "soft_acc_blocks": [
          24.97222875,
          24.9709025,
          24.9859275,
          24.9796378,
          0,
          24.985652,
          24.97497,
          24.9679535,
          24.982298,
          24.977091,
          24.9839288,
          24.965522,
          24.97926,
          24.9934505,
          24.9890024,
          24.988954,
          24.994303,
          24.9913405,
          24.99509433333333,
          24.995877333333336,
          24.9885105,
          24.987103,
          24.998399666666668,
          24.9887285,
          24.984295333333336,
          24.998396,
          25.001450333333334,
          24.994175,
          25.00518083333333,
          24.999680666666666,
          25.01537433333333,
          25.009676,
          25.00652633333333,
          24.996232000000003,
          0,
          25.005518,
          25.009236,
          25.007552,
          25.011982
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.316539507,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.548066863545179,
        "mobile_acc_per_sec": 4602.442325925028
      },
      "started": "2026-08-18T06:53:14.917941289+10:00",
      "ended": "2026-08-18T06:53:16.975106107+10:00"
    },
    {
      "cell": {
        "id": "int|none|step_sgd|tricameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "step_sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 208,
        "total_correct": 27,
        "total_train": 14,
        "infer_ms": 378.472985,
        "train_ms": 2017.403076,
        "blocked_train": 2017403076,
        "duration": 2103453429,
        "avg_accuracy": 5.882352941176471,
        "soft_acc": 11.028633764705884,
        "adapt_pct": 9.37414725,
        "stability": 87.58768214646952,
        "consistency": 44.11764705882353,
        "throughput": 98.88500364797,
        "availability": 15.796851563433188,
        "score": 1.722751696345422,
        "zero_downtime": 1.7421769052852618,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 26283784,
        "heap_mib": 25.06616973876953,
        "mobile_score": 10.731133463710062,
        "mobile_throughput": 615.9611823090354,
        "mobile_availability": 98.39962589688788,
        "mobile_accuracy": 68.69808406080837,
        "soft_acc_blocks": [
          24.99666,
          0,
          0,
          0,
          24.9984885,
          0,
          0,
          24.9978275,
          0,
          24.998915,
          0,
          24.997978,
          24.998551,
          0,
          0,
          0,
          0,
          25.000067,
          0,
          25.000312,
          25.001312,
          0,
          24.9999035,
          0,
          25.000661,
          0,
          0,
          24.997034,
          0,
          24.996077,
          24.994229,
          0,
          24.9955325,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 1.0683421,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.243108125264742,
        "mobile_acc_per_sec": 32.65966487000762
      },
      "started": "2026-08-18T06:53:17.672696094+10:00",
      "ended": "2026-08-18T06:53:19.780505141+10:00"
    },
    {
      "cell": {
        "id": "uint|none|step_sgd|tricameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "step_sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 224,
        "total_correct": 58,
        "total_train": 16,
        "infer_ms": 438.304172,
        "train_ms": 2023.937535,
        "blocked_train": 2023937535,
        "duration": 2138461177,
        "avg_accuracy": 10.9375,
        "soft_acc": 11.249658174999999,
        "adapt_pct": 12.500240125,
        "stability": 87.5630347521524,
        "consistency": 45,
        "throughput": 104.7482191443123,
        "availability": 17.801021351962664,
        "score": 2.097639708710139,
        "zero_downtime": 2.0025540537545634,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 35811416,
        "heap_mib": 34.152427673339844,
        "mobile_score": 13.064472886674048,
        "mobile_throughput": 652.390524099943,
        "mobile_availability": 110.86792447823476,
        "mobile_accuracy": 70.06487034039438,
        "soft_acc_blocks": [
          24.9995055,
          0,
          24.998485,
          24.996046,
          0,
          24.997097,
          0,
          24.992875,
          24.998194,
          0,
          24.999718,
          0,
          0,
          24.9990075,
          0,
          24.997346,
          24.993763,
          0,
          0,
          0,
          0,
          0,
          24.998245,
          0,
          0,
          24.998289,
          0,
          25.001537,
          0,
          0,
          25.0040305,
          0,
          25.0029745,
          0,
          0,
          25.001529,
          0,
          25.004904,
          25.002781,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.127451896,
        "time_to_acc50_sec": 1.627382766,
        "acc_per_sec": 5.260632409881715,
        "mobile_acc_per_sec": 32.76415353898865
      },
      "started": "2026-08-18T06:53:20.4266021+10:00",
      "ended": "2026-08-18T06:53:22.573877947+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|step_sgd|tricameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "step_sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 232,
        "total_correct": 27,
        "total_train": 15,
        "infer_ms": 422.974933,
        "train_ms": 1969.408318,
        "blocked_train": 1969408318,
        "duration": 2018620049,
        "avg_accuracy": 4.605263157894737,
        "soft_acc": 11.183305052631578,
        "adapt_pct": 15.6245216875,
        "stability": 87.57045121734019,
        "consistency": 44.73684210526316,
        "throughput": 114.92999889450716,
        "availability": 17.680065801463847,
        "score": 2.272413973053812,
        "zero_downtime": 1.977215692083694,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 23197528,
        "heap_mib": 22.122886657714844,
        "mobile_score": 14.15299806491372,
        "mobile_throughput": 715.8044578332546,
        "mobile_availability": 110.11459181418243,
        "mobile_accuracy": 69.6516113023771,
        "soft_acc_blocks": [
          24.995853,
          0,
          24.996853,
          24.994701,
          0,
          24.9979715,
          0,
          24.998063,
          24.997568,
          0,
          0,
          24.996415,
          0,
          24.994986,
          0,
          0,
          24.997062,
          0,
          24.997987,
          0,
          0,
          24.9937995,
          0,
          24.9966185,
          0,
          0,
          0,
          0,
          24.997675,
          25.00392,
          0,
          25.0025305,
          0,
          0,
          25.002432,
          0,
          25.001157,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 1.570957664,
        "time_to_acc50_sec": 1.669859717,
        "acc_per_sec": 5.540074298861568,
        "mobile_acc_per_sec": 34.504567284408814
      },
      "started": "2026-08-18T06:53:23.131955697+10:00",
      "ended": "2026-08-18T06:53:25.155437769+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|step_sgd|tricameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "step_sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 232,
        "total_correct": 44,
        "total_train": 18,
        "infer_ms": 398.05097,
        "train_ms": 2043.675211,
        "blocked_train": 2043675211,
        "duration": 2113218881,
        "avg_accuracy": 8.90625,
        "soft_acc": 12.499973299999999,
        "adapt_pct": 15.6250055,
        "stability": 87.50002665734154,
        "consistency": 50,
        "throughput": 109.78512547181809,
        "availability": 16.30203145206805,
        "score": 2.237145931959602,
        "zero_downtime": 2.0377495788661086,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 23140136,
        "heap_mib": 22.068153381347656,
        "mobile_score": 13.935328941821544,
        "mobile_throughput": 683.8587570498119,
        "mobile_availability": 101.54642460248377,
        "mobile_accuracy": 77.86315466103981,
        "soft_acc_blocks": [
          24.999694,
          0,
          0,
          0,
          24.9995775,
          0,
          24.9993305,
          0,
          0,
          0,
          0,
          0,
          25.000024,
          24.998386,
          0,
          24.999221,
          0,
          25.0011165,
          0,
          25.000056,
          25.002101,
          0,
          25.000483,
          0,
          25.002077,
          0,
          25.003927,
          24.998486,
          0,
          0,
          24.998699,
          25.000043,
          0,
          24.999161,
          24.999648,
          24.997866,
          24.99823,
          0,
          25.0008055,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.075120587,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.915134211788258,
        "mobile_acc_per_sec": 36.845759500404455
      },
      "started": "2026-08-18T06:53:25.963460152+10:00",
      "ended": "2026-08-18T06:53:28.080105589+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|step_sgd|tricameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "step_sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 232,
        "total_correct": 60,
        "total_train": 17,
        "infer_ms": 405.63741,
        "train_ms": 1990.604947,
        "blocked_train": 1990604947,
        "duration": 2059339713,
        "avg_accuracy": 11.40625,
        "soft_acc": 11.249632475000002,
        "adapt_pct": 15.622408187500001,
        "stability": 87.56306311344011,
        "consistency": 45,
        "throughput": 112.65746905935573,
        "availability": 16.928062756884152,
        "score": 2.1453867048624353,
        "zero_downtime": 1.9043448452868201,
        "weight_bytes": 336672,
        "weight_mib": 0.321075439453125,
        "heap_bytes": 24094920,
        "heap_mib": 22.97870635986328,
        "mobile_score": 6.681877344827704,
        "mobile_throughput": 350.8753869534235,
        "mobile_availability": 52.72300735838608,
        "mobile_accuracy": 35.03734977101037,
        "soft_acc_blocks": [
          24.998729,
          0,
          25.000209,
          0,
          24.998647,
          24.999189,
          0,
          25.0000205,
          0,
          25.0005885,
          0,
          0,
          25.002271,
          0,
          0,
          0,
          24.999349,
          25.001359,
          0,
          25.000422,
          0,
          25.002806,
          0,
          25.001927,
          25.003549,
          0,
          25.0033805,
          0,
          24.9959125,
          0,
          24.991048,
          24.991597,
          0,
          0,
          0,
          0,
          24.994295,
          0,
          0,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.271478082,
        "time_to_acc50_sec": 1.121432835,
        "acc_per_sec": 5.462737596902742,
        "mobile_acc_per_sec": 17.01387563685097
      },
      "started": "2026-08-18T06:53:28.831818131+10:00",
      "ended": "2026-08-18T06:53:30.894713671+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|step_sgd|tricameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "step_sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 200,
        "total_correct": 53,
        "total_train": 14,
        "infer_ms": 393.074992,
        "train_ms": 2011.077096,
        "blocked_train": 2011077096,
        "duration": 2120705014,
        "avg_accuracy": 11.85897435897436,
        "soft_acc": 10.257026615384614,
        "adapt_pct": 9.3753275625,
        "stability": 87.70225706999527,
        "consistency": 41.02564102564102,
        "throughput": 94.30826007374169,
        "availability": 16.34983884596905,
        "score": 1.5815564266907876,
        "zero_downtime": 1.677007322003538,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 34941200,
        "heap_mib": 33.32252502441406,
        "mobile_score": 157.62590168935645,
        "mobile_throughput": 9399.237535888582,
        "mobile_availability": 1629.5075199839218,
        "mobile_accuracy": 1022.2670791990815,
        "soft_acc_blocks": [
          25.0013075,
          0,
          0,
          25.00054,
          0,
          0,
          25.001856,
          0,
          24.999808,
          25.005966,
          0,
          25.002279,
          25.003403,
          0,
          25.0008805,
          0,
          0,
          0,
          0,
          0,
          25.001664,
          25.001779,
          0,
          25.0003565,
          0,
          0,
          25.000341,
          0,
          0,
          25.001399,
          0,
          0,
          25.0018225,
          0,
          25.000356,
          25.00028,
          0,
          0,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.273704692,
        "time_to_acc50_sec": 0.573693867,
        "acc_per_sec": 4.836611668134913,
        "mobile_acc_per_sec": 482.0411478496564
      },
      "started": "2026-08-18T06:53:31.588398822+10:00",
      "ended": "2026-08-18T06:53:33.727241771+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|step_sgd|tricameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "step_sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 120,
        "total_correct": 25,
        "total_train": 7,
        "infer_ms": 524.558905,
        "train_ms": 2138.801492,
        "blocked_train": 2138801492,
        "duration": 2225020600,
        "avg_accuracy": 5.9523809523809526,
        "soft_acc": 7.142656226190476,
        "adapt_pct": 9.374865,
        "stability": 88.70646885339151,
        "consistency": 28.57142857142857,
        "throughput": 53.93208494339333,
        "availability": 19.69537827441083,
        "score": 0.7587020970083449,
        "zero_downtime": 1.4067731625889714,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 22792408,
        "heap_mib": 21.736534118652344,
        "mobile_score": 50.409124957079094,
        "mobile_throughput": 3583.3157965786086,
        "mobile_availability": 1308.5857920078959,
        "mobile_accuracy": 474.56709511049957,
        "soft_acc_blocks": [
          24.998943,
          24.9971,
          0,
          0,
          0,
          0,
          0,
          24.997952,
          24.997229,
          0,
          0,
          0,
          0,
          25.0001585,
          0,
          0,
          0,
          0,
          24.996368,
          25.000925,
          0,
          0,
          0,
          0,
          0,
          25.000415,
          25.001499,
          0,
          0,
          0,
          0,
          0,
          25.001627,
          0,
          0,
          0,
          0,
          25.000262,
          24.999083,
          0,
          0,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 1.023955727,
        "time_to_acc50_sec": 1.393173156,
        "acc_per_sec": 3.2101528526030165,
        "mobile_acc_per_sec": 213.28660737365738
      },
      "started": "2026-08-18T06:53:34.338458119+10:00",
      "ended": "2026-08-18T06:53:36.569680843+10:00"
    },
    {
      "cell": {
        "id": "int6|none|step_sgd|tricameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "step_sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 120,
        "total_correct": 26,
        "total_train": 7,
        "infer_ms": 513.928773,
        "train_ms": 2079.610926,
        "blocked_train": 2079610926,
        "duration": 2142724453,
        "avg_accuracy": 6.5625,
        "soft_acc": 6.87495665,
        "adapt_pct": 6.2499965625,
        "stability": 88.8372134238842,
        "consistency": 27.500000000000004,
        "throughput": 56.00346784300221,
        "availability": 19.815728025993096,
        "score": 0.7629479617474227,
        "zero_downtime": 1.3623227116689258,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 22794208,
        "heap_mib": 21.738250732421875,
        "mobile_score": 50.69122556946303,
        "mobile_throughput": 3720.9410909228163,
        "mobile_availability": 1316.58198140817,
        "mobile_accuracy": 456.78079737868455,
        "soft_acc_blocks": [
          25.000056,
          25.000239,
          0,
          0,
          0,
          0,
          24.9992115,
          0,
          0,
          0,
          0,
          0,
          24.999466,
          25.000381,
          0,
          0,
          0,
          0,
          24.9987215,
          0,
          0,
          0,
          0,
          25.001568,
          25.001588,
          0,
          0,
          0,
          0,
          0,
          25.001251,
          0,
          0,
          0,
          0,
          24.999497,
          24.996287,
          0,
          0,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.12253654,
        "time_to_acc50_sec": 1.272689061,
        "acc_per_sec": 3.20851178058591,
        "mobile_acc_per_sec": 213.1775724774839
      },
      "started": "2026-08-18T06:53:37.152053704+10:00",
      "ended": "2026-08-18T06:53:39.30093127+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|step_sgd|tricameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "step_sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 120,
        "total_correct": 37,
        "total_train": 7,
        "infer_ms": 543.072991,
        "train_ms": 2028.868938,
        "blocked_train": 2028868938,
        "duration": 2095300116,
        "avg_accuracy": 9.797297297297296,
        "soft_acc": 8.108215945945945,
        "adapt_pct": 9.3759160625,
        "stability": 88.29679818958621,
        "consistency": 32.432432432432435,
        "throughput": 57.27103200332185,
        "availability": 21.11528976904828,
        "score": 0.9805220430312802,
        "zero_downtime": 1.7120732920866655,
        "weight_bytes": 15806,
        "weight_mib": 0.015073776245117188,
        "heap_bytes": 22796008,
        "heap_mib": 21.739967346191406,
        "mobile_score": 65.04820206210096,
        "mobile_throughput": 3799.381858402835,
        "mobile_availability": 1400.796285263164,
        "mobile_accuracy": 537.9021032352407,
        "soft_acc_blocks": [
          24.998342,
          24.999574,
          0,
          0,
          0,
          0,
          24.9990985,
          0,
          0,
          0,
          0,
          24.999913,
          24.997862,
          0,
          0,
          0,
          0,
          25.0029985,
          0,
          0,
          0,
          0,
          25.005107,
          25.002507,
          0,
          0,
          0,
          0,
          25.007931,
          24.996399,
          0,
          0,
          24.997515,
          24.996743,
          0,
          0,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.121214876,
        "time_to_acc50_sec": 0.971228588,
        "acc_per_sec": 3.86971579108429,
        "mobile_acc_per_sec": 256.7184047419967
      },
      "started": "2026-08-18T06:53:39.955019569+10:00",
      "ended": "2026-08-18T06:53:42.057070975+10:00"
    },
    {
      "cell": {
        "id": "int5|none|step_sgd|tricameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "step_sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 136,
        "total_correct": 27,
        "total_train": 8,
        "infer_ms": 512.088361,
        "train_ms": 2022.810721,
        "blocked_train": 2022810721,
        "duration": 2110618317,
        "avg_accuracy": 6.25,
        "soft_acc": 7.499796375000001,
        "adapt_pct": 9.3742478125,
        "stability": 88.54387174540499,
        "consistency": 30,
        "throughput": 64.43609387096966,
        "availability": 20.20152851986397,
        "score": 0.9762541850115076,
        "zero_downtime": 1.5150735036273495,
        "weight_bytes": 13152,
        "weight_mib": 0.012542724609375,
        "heap_bytes": 27964632,
        "heap_mib": 26.669151306152344,
        "mobile_score": 77.83429959721917,
        "mobile_throughput": 5137.32828215069,
        "mobile_availability": 1610.6172421871108,
        "mobile_accuracy": 597.9399698686132,
        "soft_acc_blocks": [
          25.000731,
          25.00178,
          0,
          0,
          0,
          25.001313,
          25.001902,
          0,
          0,
          0,
          25.000755,
          24.995615,
          0,
          0,
          0,
          24.999435,
          24.996358,
          0,
          0,
          0,
          0,
          24.9967115,
          0,
          0,
          0,
          0,
          25.000784,
          0,
          0,
          0,
          0,
          24.9981895,
          0,
          0,
          0,
          0,
          24.998281,
          0,
          0,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.087037336,
        "time_to_acc50_sec": 0.386230731,
        "acc_per_sec": 3.5533645825930735,
        "mobile_acc_per_sec": 283.3008531445495
      },
      "started": "2026-08-18T06:53:42.729282886+10:00",
      "ended": "2026-08-18T06:53:44.846437336+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|step_sgd|tricameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "step_sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 128,
        "total_correct": 68,
        "total_train": 8,
        "infer_ms": 486.04023,
        "train_ms": 2088.63841,
        "blocked_train": 2088638410,
        "duration": 2155257399,
        "avg_accuracy": 19.55128205128205,
        "soft_acc": 9.616313410256412,
        "adapt_pct": 12.501705375,
        "stability": 87.83621866809929,
        "consistency": 38.46153846153847,
        "throughput": 59.389658079535955,
        "availability": 18.877704675407568,
        "score": 1.0781237713313931,
        "zero_downtime": 1.8153392462498195,
        "weight_bytes": 13176,
        "weight_mib": 0.01256561279296875,
        "heap_bytes": 23058992,
        "heap_mib": 21.990768432617188,
        "mobile_score": 85.79953792103726,
        "mobile_throughput": 4726.363851730987,
        "mobile_availability": 1502.3306054736008,
        "mobile_accuracy": 765.2880578683232,
        "soft_acc_blocks": [
          25.001673,
          25.00045,
          0,
          0,
          0,
          0,
          25.002788,
          25.002067,
          0,
          0,
          0,
          25.005289,
          25.002759,
          0,
          0,
          0,
          25.001075,
          25.006729,
          0,
          0,
          0,
          25.006153,
          0,
          0,
          0,
          25.004449,
          25.00139,
          0,
          0,
          0,
          24.996616,
          25.002698,
          0,
          0,
          0,
          24.999003,
          25.003084,
          0,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071066064,
        "time_to_acc50_sec": 0.370841905,
        "acc_per_sec": 4.461793479849881,
        "mobile_acc_per_sec": 355.07965694649886
      },
      "started": "2026-08-18T06:53:45.517708728+10:00",
      "ended": "2026-08-18T06:53:47.679425126+10:00"
    },
    {
      "cell": {
        "id": "int3|none|step_sgd|tricameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "step_sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 120,
        "total_correct": 34,
        "total_train": 10,
        "infer_ms": 347.891217,
        "train_ms": 2019.558074,
        "blocked_train": 2019558074,
        "duration": 2069914749,
        "avg_accuracy": 5.405405405405405,
        "soft_acc": 4.729997108108108,
        "adapt_pct": 3.1249656875,
        "stability": 90.20797567592052,
        "consistency": 18.91891891891892,
        "throughput": 57.97340207270536,
        "availability": 14.694769527800625,
        "score": 0.40295118861909485,
        "zero_downtime": 0.6950621737081211,
        "weight_bytes": 7891,
        "weight_mib": 0.007525444030761719,
        "heap_bytes": 25152288,
        "heap_mib": 23.987091064453125,
        "mobile_score": 53.54517115162286,
        "mobile_throughput": 7703.652015180471,
        "mobile_availability": 1952.6780702551093,
        "mobile_accuracy": 628.5339561058887,
        "soft_acc_blocks": [
          25.002635,
          0,
          0,
          0,
          25.0029805,
          0,
          0,
          0,
          0,
          0,
          0,
          0,
          24.9997255,
          0,
          0,
          0,
          24.999946,
          0,
          0,
          0,
          24.999636,
          0,
          0,
          0,
          0,
          0,
          0,
          0,
          0,
          0,
          25.003676,
          0,
          0,
          0,
          25.001294,
          0,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.069394193,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 2.285116867925708,
        "mobile_acc_per_sec": 303.65209794729026
      },
      "started": "2026-08-18T06:53:48.319652254+10:00",
      "ended": "2026-08-18T06:53:50.394680378+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|step_sgd|tricameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "step_sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 136,
        "total_correct": 34,
        "total_train": 10,
        "infer_ms": 393.617489,
        "train_ms": 1974.527846,
        "blocked_train": 1974527846,
        "duration": 2025196916,
        "avg_accuracy": 6.730769230769231,
        "soft_acc": 7.051278923076923,
        "adapt_pct": 9.3748294375,
        "stability": 88.75005056199362,
        "consistency": 28.205128205128204,
        "throughput": 67.1539636099268,
        "availability": 16.621340049638462,
        "score": 0.7870559016831015,
        "zero_downtime": 1.1720170476531002,
        "weight_bytes": 7915,
        "weight_mib": 0.007548332214355469,
        "heap_bytes": 23844024,
        "heap_mib": 22.73943328857422,
        "mobile_score": 104.26884765170686,
        "mobile_throughput": 8896.529948988327,
        "mobile_availability": 2201.9884098407706,
        "mobile_accuracy": 934.1505809278974,
        "soft_acc_blocks": [
          24.995813,
          0,
          0,
          0,
          24.9962385,
          0,
          0,
          0,
          24.9971515,
          0,
          0,
          0,
          0,
          0,
          0,
          0,
          25.0003695,
          0,
          0,
          25.001847,
          25.000789,
          0,
          0,
          25.00327,
          25.002555,
          0,
          0,
          24.999285,
          24.998981,
          0,
          0,
          0,
          0,
          0,
          0,
          0,
          25.0035785,
          0,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.868656021,
        "time_to_acc50_sec": 1.219334371,
        "acc_per_sec": 3.481774472086409,
        "mobile_acc_per_sec": 461.2640743957648
      },
      "started": "2026-08-18T06:53:51.089514851+10:00",
      "ended": "2026-08-18T06:53:53.120693579+10:00"
    },
    {
      "cell": {
        "id": "float64|none|tween|cnn|simd",
        "dtype": 0,
        "format": 0,
        "mode": "tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6216,
        "total_correct": 3588,
        "total_train": 227,
        "infer_ms": 778.251409,
        "train_ms": 1716.430248,
        "blocked_train": 1716430248,
        "duration": 2043741465,
        "avg_accuracy": 57.236630229640376,
        "soft_acc": 26.072853837626827,
        "adapt_pct": 25.851399680040178,
        "stability": 95.57244437151363,
        "consistency": 97.36842105263158,
        "throughput": 3041.480591577663,
        "availability": 31.196421668321907,
        "score": 247.38787001380612,
        "zero_downtime": 8.133797424151316,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 30491808,
        "heap_mib": 29.079254150390625,
        "mobile_score": 105966.08790343005,
        "mobile_throughput": 1302787.3990172138,
        "mobile_availability": 13362.67117944539,
        "mobile_accuracy": 11168.042804592887,
        "soft_acc_blocks": [
          25.117258875,
          25.45694945833333,
          25.774512199999997,
          26.238777399999996,
          26.52548172222222,
          26.6940475,
          27.057237823529412,
          27.48788118181818,
          27.695145227272725,
          28.08291347826087,
          28.213575719999998,
          28.11565131578947,
          28.583784304347827,
          25.70499540909091,
          25.901969333333334,
          26.396650166666667,
          26.476060333333333,
          26.540682655172414,
          0,
          27.343723705882354,
          27.505513625,
          27.799579210526314,
          27.938599,
          28.123884933333333,
          28.443635470588237,
          29.031219823529412,
          25.404490875,
          24.60516642105263,
          24.94780152173913,
          25.266339409090907,
          25.491435095238096,
          25.913217904761908,
          26.19199985714286,
          26.444885863636365,
          26.80907219047619,
          27.034900238095236,
          27.167043958333334,
          27.242362622222224
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.131205326,
        "time_to_acc50_sec": 0.181207628,
        "acc_per_sec": 12.757412952732173,
        "mobile_acc_per_sec": 5464.508596537618
      },
      "started": "2026-08-18T06:53:53.762585756+10:00",
      "ended": "2026-08-18T06:53:55.806691075+10:00"
    },
    {
      "cell": {
        "id": "float32|none|tween|cnn|simd",
        "dtype": 1,
        "format": 0,
        "mode": "tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 9904,
        "total_correct": 4776,
        "total_train": 281,
        "infer_ms": 771.922919,
        "train_ms": 1653.511042,
        "blocked_train": 1653511042,
        "duration": 2010982934,
        "avg_accuracy": 47.40325703188892,
        "soft_acc": 26.102792344745687,
        "adapt_pct": 25.743795027798836,
        "stability": 98.54148687406948,
        "consistency": 100,
        "throughput": 4924.9547733854615,
        "availability": 31.826177558829023,
        "score": 409.141653982453,
        "zero_downtime": 8.307521039451192,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 23838680,
        "heap_mib": 22.734336853027344,
        "mobile_score": 350503.3651685496,
        "mobile_throughput": 4219108.967693982,
        "mobile_availability": 27264.84147052835,
        "mobile_accuracy": 22361.733321637297,
        "soft_acc_blocks": [
          24.908915371428574,
          25.15005575,
          25.37808109090909,
          25.505663708333334,
          25.83865325,
          25.85997725,
          26.163456066666665,
          26.552061939393937,
          26.51730219230769,
          26.894529451612904,
          27.062397384615387,
          27.32902772972973,
          27.2116115,
          26.690035322580645,
          27.24926822580645,
          27.114922342105263,
          27.810621425,
          27.06565124324324,
          27.61790117241379,
          27.643430972972975,
          28.05937273529412,
          28.149542971428573,
          28.733201428571427,
          28.95676259375,
          26.62309254716981,
          23.253165615384617,
          23.60340853846154,
          23.605846205882354,
          24.09373989655172,
          24.13501060869565,
          24.19584425714286,
          24.69544096969697,
          24.70572475,
          25.089152451612904,
          25.241978574999997,
          25.629931289473685,
          25.70586080487805,
          25.86546947222222
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.119614202,
        "time_to_acc50_sec": 0.384070423,
        "acc_per_sec": 12.980116292098623,
        "mobile_acc_per_sec": 11119.802631620592
      },
      "started": "2026-08-18T06:53:56.45485449+10:00",
      "ended": "2026-08-18T06:53:58.466077945+10:00"
    },
    {
      "cell": {
        "id": "float16|none|tween|cnn|simd",
        "dtype": 2,
        "format": 0,
        "mode": "tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5648,
        "total_correct": 3398,
        "total_train": 210,
        "infer_ms": 702.85786,
        "train_ms": 1774.438848,
        "blocked_train": 1774438848,
        "duration": 2015321728,
        "avg_accuracy": 58.94810604724176,
        "soft_acc": 25.66895479092163,
        "adapt_pct": 25.561776782095862,
        "stability": 95.60161456666931,
        "consistency": 97.43589743589743,
        "throughput": 2802.5301973025717,
        "availability": 28.371969240916616,
        "score": 204.10233172132104,
        "zero_downtime": 7.282787957745078,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 23780984,
        "heap_mib": 22.67931365966797,
        "mobile_score": 349700.6643578692,
        "mobile_throughput": 4801741.673475068,
        "mobile_availability": 48611.3823836003,
        "mobile_accuracy": 43980.14695889778,
        "soft_acc_blocks": [
          25.29462075,
          25.383227,
          25.49729888888889,
          25.923535411764707,
          26.091738900000003,
          26.29454955,
          26.375066315789475,
          26.506232,
          0,
          26.996333583333335,
          27.0983381875,
          27.260995222222224,
          26.887752933333335,
          26.700636047619046,
          26.843830466666667,
          27.164110421052634,
          27.13054675,
          27.613253999999998,
          27.748260235294115,
          28.039825090909094,
          28.02085474074074,
          28.075181999999998,
          28.41129305,
          28.716305000000002,
          28.928819636363638,
          29.170672789473684,
          25.05818175,
          23.849152428571426,
          23.95128814285714,
          24.039262066666666,
          24.461405294117647,
          24.567771,
          24.604388625,
          24.9435214,
          25.116080863636363,
          25.342237105263155,
          25.425021588235296,
          25.825065904761903,
          25.732581705882353
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.07182825,
        "time_to_acc50_sec": 0.171668947,
        "acc_per_sec": 12.73690172357514,
        "mobile_acc_per_sec": 21822.89127728681
      },
      "started": "2026-08-18T06:53:59.325956482+10:00",
      "ended": "2026-08-18T06:54:01.341547533+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|tween|cnn|simd",
        "dtype": 3,
        "format": 0,
        "mode": "tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7048,
        "total_correct": 4040,
        "total_train": 243,
        "infer_ms": 725.73835,
        "train_ms": 1739.30757,
        "blocked_train": 1739307570,
        "duration": 2018745316,
        "avg_accuracy": 56.972804543966454,
        "soft_acc": 26.096187924950627,
        "adapt_pct": 25.458159998162348,
        "stability": 98.68115813661201,
        "consistency": 100,
        "throughput": 3491.277450473599,
        "availability": 29.441169598982558,
        "score": 268.2356476233104,
        "zero_downtime": 7.683022945853922,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 22409744,
        "heap_mib": 21.371597290039062,
        "mobile_score": 459584.0889579417,
        "mobile_throughput": 5981813.307038896,
        "mobile_availability": 50443.30695003715,
        "mobile_accuracy": 44712.15089802782,
        "soft_acc_blocks": [
          24.855925208333332,
          25.1423013,
          25.355053291666668,
          25.671654909090908,
          25.654960363636363,
          26.03741570833333,
          26.04479374074074,
          26.49008810526316,
          26.349812954545452,
          26.554351333333333,
          26.857746,
          27.0767624,
          27.053099243243242,
          25.83514166666667,
          26.70843427777778,
          26.926766523809523,
          27.271261625,
          27.307915454545455,
          27.548013318181816,
          27.320151571428568,
          27.5949695,
          27.749925473684215,
          28.006859894736845,
          27.834179083333336,
          28.434367500000004,
          28.33226686956522,
          26.21172122857143,
          23.358870217391303,
          23.676604923076923,
          23.894641904761905,
          24.259240357142858,
          24.392512925925924,
          24.474206000000002,
          24.99992903030303,
          24.945048125,
          25.139222,
          25.253413107142855,
          25.440655200000002,
          25.691046736842104
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.125534243,
        "time_to_acc50_sec": 0.226004731,
        "acc_per_sec": 12.926934228958789,
        "mobile_acc_per_sec": 22148.485271347534
      },
      "started": "2026-08-18T06:54:02.086323267+10:00",
      "ended": "2026-08-18T06:54:04.105449467+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|tween|cnn|simd",
        "dtype": 4,
        "format": 0,
        "mode": "tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5416,
        "total_correct": 629,
        "total_train": 214,
        "infer_ms": 684.860546,
        "train_ms": 1808.508417,
        "blocked_train": 1808508417,
        "duration": 2017542298,
        "avg_accuracy": 12.146332549187914,
        "soft_acc": 24.95201501424118,
        "adapt_pct": 24.899524004559577,
        "stability": 99.92961374806917,
        "consistency": 100,
        "throughput": 2684.454251774007,
        "availability": 27.467276450573195,
        "score": 183.9828020321091,
        "zero_downtime": 6.8536389439501555,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 23457984,
        "heap_mib": 22.37127685546875,
        "mobile_score": 630457.354979153,
        "mobile_throughput": 9198870.266366605,
        "mobile_availability": 94122.63683475895,
        "mobile_accuracy": 85503.54279599007,
        "soft_acc_blocks": [
          24.957125904761906,
          24.945627842105264,
          25.02868185,
          25.011217428571427,
          25.0247766,
          25.008855347826085,
          24.96671005882353,
          24.98470186666667,
          25.02944819047619,
          25.035276684210526,
          25.040528333333334,
          25.06233465,
          25.07883025,
          24.7725562,
          24.910089,
          25.0174250625,
          24.99066535294118,
          24.96279576470588,
          24.976872933333333,
          24.87798568421053,
          24.9414445,
          24.921970166666668,
          24.963875909090913,
          25.01923105263158,
          24.871800722222222,
          24.890674555555556,
          24.8414936,
          24.841415684210528,
          24.843707684210525,
          24.900890391304348,
          24.893053,
          24.97297805263158,
          24.859750714285713,
          24.939668357142857,
          24.956931333333333,
          24.969841608695653,
          24.91332319047619
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.860776401,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.367530058217982,
        "mobile_acc_per_sec": 42380.04966773195
      },
      "started": "2026-08-18T06:54:05.09168808+10:00",
      "ended": "2026-08-18T06:54:07.109502721+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|tween|cnn|simd",
        "dtype": 5,
        "format": 0,
        "mode": "tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5872,
        "total_correct": 2460,
        "total_train": 211,
        "infer_ms": 702.887995,
        "train_ms": 1700.320441,
        "blocked_train": 1700320441,
        "duration": 2034465183,
        "avg_accuracy": 41.878181315605595,
        "soft_acc": 25.32421830936574,
        "adapt_pct": 25.299780082240837,
        "stability": 99.78554815961587,
        "consistency": 100,
        "throughput": 2886.262222163573,
        "availability": 29.247899785584814,
        "score": 213.77972778304607,
        "zero_downtime": 7.406801992606013,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 38034632,
        "heap_mib": 36.27265167236328,
        "mobile_score": 732563.0452282199,
        "mobile_throughput": 9890409.463618923,
        "mobile_availability": 100224.3325672202,
        "mobile_accuracy": 86778.9788822271,
        "soft_acc_blocks": [
          25.359972736842103,
          25.343270052631578,
          25.354574578947368,
          25.404930571428572,
          25.435672571428572,
          25.401908388888888,
          25.39683947368421,
          25.44419694117647,
          25.44456291304348,
          25.415238315789473,
          25.438680299999998,
          25.521321904761905,
          25.42821627777778,
          25.46227045,
          25.465692,
          25.53983095454545,
          25.53167438095238,
          25.54037420588235,
          25.583435352941176,
          25.54865831818182,
          25.5298919375,
          25.5166381875,
          25.546707352941176,
          25.51260618181818,
          25.502506,
          24.96301394117647,
          25.0730394,
          24.982180684210526,
          25.07764076190476,
          24.980526772727274,
          25.053919545454548,
          25.032929863636365,
          24.978050125,
          25.0180775,
          25.014098714285712,
          25.074830315789473,
          25.078099473684208
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.13984005,
        "time_to_acc50_sec": 0.689785942,
        "acc_per_sec": 12.447604668280892,
        "mobile_acc_per_sec": 42654.442851788575
      },
      "started": "2026-08-18T06:54:07.785632543+10:00",
      "ended": "2026-08-18T06:54:09.820409496+10:00"
    },
    {
      "cell": {
        "id": "int64|none|tween|cnn|simd",
        "dtype": 6,
        "format": 0,
        "mode": "tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4040,
        "total_correct": 2151,
        "total_train": 209,
        "infer_ms": 636.899437,
        "train_ms": 1792.740794,
        "blocked_train": 1792740794,
        "duration": 2014598450,
        "avg_accuracy": 52.108680090714515,
        "soft_acc": 25.585614978816007,
        "adapt_pct": 25.301148962871668,
        "stability": 99.56234306247828,
        "consistency": 100,
        "throughput": 2005.362408573282,
        "availability": 26.21373439876992,
        "score": 134.4985568987628,
        "zero_downtime": 6.70694515483872,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 22524912,
        "heap_mib": 21.481430053710938,
        "mobile_score": 57611.09428050536,
        "mobile_throughput": 858976.6719494027,
        "mobile_availability": 11228.38756573716,
        "mobile_accuracy": 10959.338975501214,
        "soft_acc_blocks": [
          25.3420226875,
          25.283183750000003,
          25.280289500000002,
          25.417091416666665,
          25.518369555555555,
          25.788631,
          25.584165909090906,
          25.828856000000002,
          25.946978357142857,
          25.932981846153844,
          26.102856636363637,
          26.13671726666667,
          26.410977272727276,
          25.06955106666667,
          25.42443757894737,
          25.346583272727273,
          25.59877007142857,
          25.496938,
          25.64893890909091,
          25.742901272727273,
          25.9994085,
          25.954154333333335,
          26.144596,
          26.130039066666665,
          26.1713729375,
          26.273350166666663,
          25.865175545454544,
          24.64575842857143,
          24.910585083333334,
          24.736123454545453,
          24.910662636363636,
          24.987996636363633,
          25.18097775,
          25.114257000000002,
          25.303997666666664,
          25.560228416666664,
          25.5537621875,
          25.7427701,
          25.752526894736842
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071004971,
        "time_to_acc50_sec": 0.296210849,
        "acc_per_sec": 12.700106554145323,
        "mobile_acc_per_sec": 5439.96198125796
      },
      "started": "2026-08-18T06:54:10.53871726+10:00",
      "ended": "2026-08-18T06:54:12.553570761+10:00"
    },
    {
      "cell": {
        "id": "int32|none|tween|cnn|simd",
        "dtype": 7,
        "format": 0,
        "mode": "tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4032,
        "total_correct": 2435,
        "total_train": 176,
        "infer_ms": 651.836745,
        "train_ms": 1752.456277,
        "blocked_train": 1752456277,
        "duration": 2042455534,
        "avg_accuracy": 59.87473834695424,
        "soft_acc": 25.914907135667697,
        "adapt_pct": 25.498017638009053,
        "stability": 99.0917946605463,
        "consistency": 100,
        "throughput": 1974.0943843725313,
        "availability": 27.11136866577821,
        "score": 138.69762123396106,
        "zero_downtime": 7.025886012944933,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 23778080,
        "heap_mib": 22.676544189453125,
        "mobile_score": 118819.44189789375,
        "mobile_throughput": 1691166.6611011531,
        "mobile_availability": 23225.760220659355,
        "mobile_accuracy": 22200.77586984468,
        "soft_acc_blocks": [
          24.922624,
          25.201423588235293,
          25.228769333333332,
          25.579371928571426,
          25.549354466666667,
          25.655298944444446,
          25.797759923076924,
          25.97460792307692,
          26.23897,
          26.047330600000002,
          26.372774772727272,
          26.662282153846153,
          26.165061249999997,
          26.01140375,
          26.2945109375,
          26.36964157142857,
          26.580698833333333,
          26.63870305263158,
          26.8044159375,
          26.923471,
          27.12690346153846,
          27.16431,
          27.232656588235294,
          27.407892933333336,
          27.356129928571427,
          25.952383230769232,
          24.308668411764707,
          24.134953307692307,
          24.4548780625,
          24.564079176470585,
          24.743251,
          25.089977545454545,
          25.19855381818182,
          25.353731181818183
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.070886169,
        "time_to_acc50_sec": 0.221271876,
        "acc_per_sec": 12.688113255966577,
        "mobile_acc_per_sec": 10869.649546967656
      },
      "started": "2026-08-18T06:54:13.334330178+10:00",
      "ended": "2026-08-18T06:54:15.377038628+10:00"
    },
    {
      "cell": {
        "id": "int16|none|tween|cnn|simd",
        "dtype": 8,
        "format": 0,
        "mode": "tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3984,
        "total_correct": 2059,
        "total_train": 210,
        "infer_ms": 633.921773,
        "train_ms": 1792.064711,
        "blocked_train": 1792064711,
        "duration": 2213251307,
        "avg_accuracy": 50.58979006097916,
        "soft_acc": 25.073519502968367,
        "adapt_pct": 22.192046841550116,
        "stability": 95.85322603736945,
        "consistency": 97.36842105263158,
        "throughput": 1800.0667106349526,
        "availability": 26.130474228973487,
        "score": 117.9373027034514,
        "zero_downtime": 6.55182955201979,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 23287176,
        "heap_mib": 22.20838165283203,
        "mobile_score": 202068.99529342196,
        "mobile_throughput": 3084161.3581221504,
        "mobile_availability": 44770.89566196095,
        "mobile_accuracy": 42959.95226526888,
        "soft_acc_blocks": [
          25.365417285714283,
          25.37845688235294,
          25.561617533333333,
          25.635415000000002,
          25.69325418181818,
          25.8263522,
          25.94336375,
          26.23585717647059,
          26.22440957142857,
          26.178087076923077,
          26.32090164285714,
          26.416654833333336,
          0,
          25.919694307692307,
          25.786067727272727,
          25.697074833333332,
          25.756404727272727,
          25.7908908,
          26.1180831,
          26.011943181818182,
          26.093753066666668,
          26.054748916666668,
          26.37109057142857,
          26.4468554,
          26.43014476923077,
          26.464297533333333,
          25.327054999999998,
          24.981926833333333,
          24.8319778,
          24.992578230769233,
          25.013721642857142,
          25.201903368421053,
          25.265826642857142,
          25.48165677777778,
          25.28319325,
          25.464558545454544,
          25.563967666666667,
          25.664539285714284
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.068767944,
        "time_to_acc50_sec": 0.268939338,
        "acc_per_sec": 11.328817212788554,
        "mobile_acc_per_sec": 19410.33633613884
      },
      "started": "2026-08-18T06:54:16.305248132+10:00",
      "ended": "2026-08-18T06:54:18.518776886+10:00"
    },
    {
      "cell": {
        "id": "int8|none|tween|cnn|simd",
        "dtype": 9,
        "format": 0,
        "mode": "tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7648,
        "total_correct": 4326,
        "total_train": 262,
        "infer_ms": 698.057696,
        "train_ms": 1714.718661,
        "blocked_train": 1714718661,
        "duration": 2073829017,
        "avg_accuracy": 54.61810289800372,
        "soft_acc": 25.03434139084159,
        "adapt_pct": 25.301303856726065,
        "stability": 95.84928653270049,
        "consistency": 97.36842105263158,
        "throughput": 3687.864301881354,
        "availability": 28.931719841119115,
        "score": 267.10705177082923,
        "zero_downtime": 7.242865515267612,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 22637560,
        "heap_mib": 21.58885955810547,
        "mobile_score": 915300.7971165001,
        "mobile_throughput": 12637274.503952755,
        "mobile_availability": 99140.8727585664,
        "mobile_accuracy": 85785.65215112128,
        "soft_acc_blocks": [
          24.88898172413793,
          25.050550114285716,
          25.233723478260867,
          25.45123626923077,
          25.625735719999998,
          25.65283064516129,
          25.848740217391306,
          26.04731056,
          26.111285451612904,
          26.32375219230769,
          26.307538071428574,
          26.49671359375,
          26.35552889285714,
          25.35481896,
          25.68823248148148,
          25.769208925925927,
          25.936220708333334,
          26.004359366666666,
          26.02120227777778,
          25.990185142857143,
          26.191681363636363,
          26.22233454166667,
          26.329179083333333,
          26.363231761904764,
          26.579040727272726,
          26.533259249999997,
          24.9654276875,
          24.589195071428573,
          24.81225745,
          24.875761384615387,
          25.007390714285716,
          25.14946981481481,
          25.351413296296297,
          25.48918276923077,
          25.603192275862067,
          25.52245226666667,
          25.5623486,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.078878966,
        "time_to_acc50_sec": 0.379542932,
        "acc_per_sec": 12.07155516950778,
        "mobile_acc_per_sec": 41365.82690660716
      },
      "started": "2026-08-18T06:54:19.155497147+10:00",
      "ended": "2026-08-18T06:54:21.22960731+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|tween|cnn|simd",
        "dtype": 10,
        "format": 0,
        "mode": "tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4432,
        "total_correct": 2810,
        "total_train": 185,
        "infer_ms": 736.918606,
        "train_ms": 1844.61616,
        "blocked_train": 1844616160,
        "duration": 2015568971,
        "avg_accuracy": 62.84795953290423,
        "soft_acc": 26.44981885314969,
        "adapt_pct": 26.06681652795707,
        "stability": 99.2496218470759,
        "consistency": 100,
        "throughput": 2198.8828285053014,
        "availability": 28.54575563752063,
        "score": 166.0222646338162,
        "zero_downtime": 7.550300656386972,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 22082736,
        "heap_mib": 21.059738159179688,
        "mobile_score": 70882.31358333406,
        "mobile_throughput": 938801.2055304458,
        "mobile_availability": 12187.456947625747,
        "mobile_accuracy": 11292.608002345394,
        "soft_acc_blocks": [
          25.446560944444442,
          25.89754835,
          26.020612842105262,
          26.408567,
          26.447214153846154,
          26.41955125,
          26.520002823529413,
          26.774292,
          26.915141666666667,
          27.16228746153846,
          27.318432357142857,
          26.046275125,
          26.153719210526315,
          26.17195517647059,
          26.897312529411767,
          26.603084947368423,
          26.90559347368421,
          26.97114475,
          27.38239994117647,
          27.207547777777776,
          28.2453483,
          27.785079,
          24.92989657142857,
          24.946728470588234,
          25.1824463125,
          25.47502029411765,
          25.79683783333333,
          25.857711764705883,
          26.11439475,
          26.3002798,
          26.460692666666667,
          26.664698047619048,
          26.821067352941178,
          27.0443960625
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.069571744,
        "time_to_acc50_sec": 0.11953389,
        "acc_per_sec": 13.122755526459079,
        "mobile_acc_per_sec": 5602.68994255389
      },
      "started": "2026-08-18T06:54:21.919739554+10:00",
      "ended": "2026-08-18T06:54:23.935582586+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|tween|cnn|simd",
        "dtype": 11,
        "format": 0,
        "mode": "tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5376,
        "total_correct": 2526,
        "total_train": 202,
        "infer_ms": 776.209017,
        "train_ms": 1774.722695,
        "blocked_train": 1774722695,
        "duration": 2031640087,
        "avg_accuracy": 45.90957942174348,
        "soft_acc": 25.5292199347057,
        "adapt_pct": 25.32068786419365,
        "stability": 99.47301950265026,
        "consistency": 100,
        "throughput": 2646.137982017481,
        "availability": 30.428451430063213,
        "score": 205.55586943354461,
        "zero_downtime": 7.76814628830594,
        "weight_bytes": 1232,
        "weight_mib": 0.0011749267578125,
        "heap_bytes": 25230192,
        "heap_mib": 24.061386108398438,
        "mobile_score": 174952.07089865947,
        "mobile_throughput": 2252172.7115519173,
        "mobile_availability": 25898.168739228866,
        "mobile_accuracy": 21728.350099232113,
        "soft_acc_blocks": [
          25.13041545,
          25.23912557894737,
          25.32209325,
          25.345947333333335,
          25.387939705882353,
          25.548992529411766,
          25.608626349999998,
          25.740314043478264,
          25.74357111111111,
          25.84194164,
          25.988789333333333,
          25.787219058823528,
          25.652567277777777,
          25.643434210526316,
          25.784049333333332,
          25.924595849999996,
          25.903164409090905,
          26.08471422222222,
          26.2436014375,
          26.192784375,
          26.3170075,
          26.399908368421052,
          26.38168880952381,
          26.444048588235294,
          25.892029625,
          24.5169061875,
          24.605164470588235,
          24.68413275,
          24.75735588888889,
          24.875145500000002,
          24.9400453125,
          24.976887625,
          24.957888222222223,
          25.146210277777776,
          25.191882470588236,
          25.32538111111111,
          25.22638735714286,
          25.358400954545456
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.078050791,
        "time_to_acc50_sec": 0.327706103,
        "acc_per_sec": 12.565818177176823,
        "mobile_acc_per_sec": 10694.980000772211
      },
      "started": "2026-08-18T06:54:24.599660869+10:00",
      "ended": "2026-08-18T06:54:26.63157507+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|tween|cnn|simd",
        "dtype": 12,
        "format": 0,
        "mode": "tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5696,
        "total_correct": 3052,
        "total_train": 214,
        "infer_ms": 790.222011,
        "train_ms": 1724.287064,
        "blocked_train": 1724287064,
        "duration": 2029731810,
        "avg_accuracy": 51.563612872936524,
        "soft_acc": 25.6453344092551,
        "adapt_pct": 25.209383355797378,
        "stability": 99.27251988655836,
        "consistency": 100,
        "throughput": 2806.282077236598,
        "availability": 31.426492704147424,
        "score": 226.17031568205374,
        "zero_downtime": 8.059429147078763,
        "weight_bytes": 620,
        "weight_mib": 0.000591278076171875,
        "heap_bytes": 23133776,
        "heap_mib": 22.062088012695312,
        "mobile_score": 382510.9111881051,
        "mobile_throughput": 4746129.089387812,
        "mobile_availability": 53150.10647378079,
        "mobile_accuracy": 43372.71318309528,
        "soft_acc_blocks": [
          24.885195736842103,
          25.0011671,
          25.198094352941176,
          25.337551,
          25.43334377777778,
          25.603703833333334,
          25.748719750000003,
          25.89772346153846,
          26.048603857142858,
          26.21271231818182,
          26.267431,
          26.32717248717949,
          26.304636258064516,
          25.535396875,
          25.9073719375,
          25.881322421052634,
          26.0293902,
          26.106558,
          26.26694366666667,
          26.31563913333333,
          26.462003099999997,
          26.467253714285714,
          26.5836965,
          26.7236903125,
          26.830665,
          26.951413904761903,
          25.21740045,
          24.19849157142857,
          24.283032,
          24.34741533333333,
          24.48164552631579,
          24.688203833333333,
          24.95509542857143,
          24.979959588235293,
          25.113613785714286,
          25.222281111111112,
          25.275220375,
          25.49760417647059,
          25.580679083333333
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.117871445,
        "time_to_acc50_sec": 0.218392871,
        "acc_per_sec": 12.634838889998527,
        "mobile_acc_per_sec": 21368.69165148241
      },
      "started": "2026-08-18T06:54:27.522241833+10:00",
      "ended": "2026-08-18T06:54:29.552253434+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|tween|cnn|simd",
        "dtype": 13,
        "format": 0,
        "mode": "tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6656,
        "total_correct": 3729,
        "total_train": 235,
        "infer_ms": 651.540034,
        "train_ms": 1717.747764,
        "blocked_train": 1717747764,
        "duration": 2014905952,
        "avg_accuracy": 55.945190050052936,
        "soft_acc": 25.6568091130386,
        "adapt_pct": 25.35152066821456,
        "stability": 99.60549179539359,
        "consistency": 100,
        "throughput": 3303.3799882288504,
        "availability": 27.49940444339384,
        "score": 233.06897431924045,
        "zero_downtime": 7.055469705264013,
        "weight_bytes": 314,
        "weight_mib": 0.0002994537353515625,
        "heap_bytes": 23339624,
        "heap_mib": 22.258399963378906,
        "mobile_score": 778313.7987763436,
        "mobile_throughput": 11031353.422092533,
        "mobile_availability": 91831.89654024248,
        "mobile_accuracy": 85678.70787424702,
        "soft_acc_blocks": [
          25.06516968965517,
          25.153489115384616,
          25.32586882142857,
          25.488197827586205,
          25.559380961538462,
          25.685820869565216,
          25.805944964285715,
          25.938135238095235,
          26.118631192307696,
          26.214322344827586,
          26.29739225,
          26.43481142857143,
          26.409244136363636,
          25.13123835483871,
          25.265809166666667,
          25.310574266666666,
          25.482572444444443,
          25.610172,
          25.744753333333335,
          25.827102782608698,
          25.882196217391307,
          26.069782636363637,
          26.076046814814816,
          25.02873052173913,
          25.08757764,
          25.23507006896552,
          25.34392119047619,
          25.46005105263158,
          25.542403208333337,
          25.357279033333334,
          25.724556533333335,
          25.783543045454543,
          25.884985692307694,
          25.986735000000003
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.122735967,
        "time_to_acc50_sec": 0.222497081,
        "acc_per_sec": 12.733502071186797,
        "mobile_acc_per_sec": 42522.435247760404
      },
      "started": "2026-08-18T06:54:30.238588863+10:00",
      "ended": "2026-08-18T06:54:32.253818929+10:00"
    },
    {
      "cell": {
        "id": "int4|none|tween|cnn|simd",
        "dtype": 14,
        "format": 0,
        "mode": "tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6296,
        "total_correct": 2025,
        "total_train": 244,
        "infer_ms": 613.864143,
        "train_ms": 1774.990787,
        "blocked_train": 1774990787,
        "duration": 2016214909,
        "avg_accuracy": 30.969983252336753,
        "soft_acc": 25.112069262870254,
        "adapt_pct": 25.12250475489244,
        "stability": 99.4255378195116,
        "consistency": 100,
        "throughput": 3122.682989742737,
        "availability": 25.69700383605965,
        "score": 201.50827598950812,
        "zero_downtime": 6.453049401793725,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 23924880,
        "heap_mib": 22.816543579101562,
        "mobile_score": 1381024.4575423168,
        "mobile_throughput": 21401113.978120785,
        "mobile_availability": 176112.82022483714,
        "mobile_accuracy": 172104.0074469506,
        "soft_acc_blocks": [
          24.8949984,
          24.80077764,
          24.858360173913045,
          24.837500470588235,
          25.047010999999998,
          24.767565916666666,
          24.900951,
          24.903393714285716,
          24.948962666666667,
          24.6786685,
          24.540855809523812,
          24.53954305263158,
          24.53138557142857,
          24.594490393939395,
          24.519850875,
          24.717789818181817,
          24.580865909090907,
          24.66061655,
          24.55787739130435,
          24.51477808,
          24.57920948,
          24.009337,
          25.273553222222223,
          25.82751055,
          25.85085033333333,
          25.737671,
          25.742350952380953,
          25.806295260869568,
          25.9338554,
          25.759444045454543,
          25.763021952380953,
          25.85887119047619,
          25.88493421212121,
          25.85925175,
          25.912891260869564,
          25.839202919999998
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.069637682,
        "time_to_acc50_sec": 1.634866563,
        "acc_per_sec": 12.45505583297433,
        "mobile_acc_per_sec": 85359.9517981496
      },
      "started": "2026-08-18T06:54:32.881244469+10:00",
      "ended": "2026-08-18T06:54:34.897712554+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|tween|cnn|simd",
        "dtype": 15,
        "format": 0,
        "mode": "tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4472,
        "total_correct": 1137,
        "total_train": 172,
        "infer_ms": 932.615301,
        "train_ms": 1810.981391,
        "blocked_train": 1810981391,
        "duration": 2046597144,
        "avg_accuracy": 24.596098876656978,
        "soft_acc": 24.257262875880976,
        "adapt_pct": 24.967218470206973,
        "stability": 95.70966650187361,
        "consistency": 96.96969696969697,
        "throughput": 2185.090511393775,
        "availability": 33.992434227647045,
        "score": 180.17456894634688,
        "zero_downtime": 8.245634128511286,
        "weight_bytes": 161,
        "weight_mib": 0.00015354156494140625,
        "heap_bytes": 22978648,
        "heap_mib": 21.914146423339844,
        "mobile_score": 1173457.9429036311,
        "mobile_throughput": 14231263.77686484,
        "mobile_availability": 221389.13486142378,
        "mobile_accuracy": 157984.99178471908,
        "soft_acc_blocks": [
          25.1126256,
          25.106469375,
          25.0675417,
          24.944214666666667,
          25.077092733333334,
          25.034317090909095,
          25.03475494117647,
          25.076802823529412,
          25.000449952380954,
          25.09018652631579,
          25.036929708333332,
          24.872483518518518,
          24.85942258333333,
          24.868703588235295,
          24.804658500000002,
          24.883477588235294,
          24.899466399999998,
          24.8466048,
          24.823793666666667,
          24.813573555555553,
          24.901479166666665,
          24.85627308,
          24.81909273333333,
          25.212821588235297,
          25.13056875,
          25.1699965,
          25.1904855,
          25.20887533333333,
          0,
          25.165572,
          25.20991486666667,
          25.19043495,
          25.180591117647058
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.089918581,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.852485452252235,
        "mobile_acc_per_sec": 77193.98624584373
      },
      "started": "2026-08-18T06:54:35.569507021+10:00",
      "ended": "2026-08-18T06:54:37.616362914+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|tween|cnn|simd",
        "dtype": 16,
        "format": 0,
        "mode": "tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6888,
        "total_correct": 1723,
        "total_train": 210,
        "infer_ms": 756.917688,
        "train_ms": 1734.595601,
        "blocked_train": 1734595601,
        "duration": 2020031986,
        "avg_accuracy": 24.80251757649732,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 3409.8469963534526,
        "availability": 30.379837480369147,
        "score": 258.97649395535694,
        "zero_downtime": 7.594959370092287,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 22492832,
        "heap_mib": 21.450836181640625,
        "mobile_score": 1774879.321083218,
        "mobile_throughput": 23369174.66698247,
        "mobile_availability": 208206.32984193176,
        "mobile_accuracy": 171335.9477124183,
        "soft_acc_blocks": [
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.06896362,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.37604165343152,
        "mobile_acc_per_sec": 84818.43302476215
      },
      "started": "2026-08-18T06:54:38.371989359+10:00",
      "ended": "2026-08-18T06:54:40.392409053+10:00"
    },
    {
      "cell": {
        "id": "int2|none|tween|cnn|simd",
        "dtype": 17,
        "format": 0,
        "mode": "tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7224,
        "total_correct": 2356,
        "total_train": 234,
        "infer_ms": 720.893812,
        "train_ms": 1752.556547,
        "blocked_train": 1752556547,
        "duration": 2019175894,
        "avg_accuracy": 32.77054943794874,
        "soft_acc": 25.332501177973224,
        "adapt_pct": 25.269881328928573,
        "stability": 99.8348504407566,
        "consistency": 100,
        "throughput": 3577.69722859023,
        "availability": 29.145271073540073,
        "score": 264.1494769207783,
        "zero_downtime": 7.383226138028029,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 24191984,
        "heap_mib": 23.071273803710938,
        "mobile_score": 3597153.271580286,
        "mobile_throughput": 48720616.222938046,
        "mobile_availability": 396896.5163793293,
        "mobile_accuracy": 344974.7111064214,
        "soft_acc_blocks": [
          25.570178407407408,
          25.533205938775513,
          25.6008444375,
          25.45561805882353,
          25.433680047619045,
          25.44429116666667,
          25.459909863636366,
          25.58873457142857,
          25.511727173913044,
          25.583138791666666,
          25.5368582,
          25.488102157894737,
          25.487866333333333,
          25.2285905,
          25.43281756,
          25.268591136363636,
          25.228250857142857,
          25.313192555555556,
          25.313023933333334,
          25.39031804,
          25.420507344827584,
          25.43438081818182,
          25.269480772727274,
          25.349196,
          25.171671999999997,
          25.13534523809524,
          25.084971863636362,
          25.110850708333334,
          25.20946731818182,
          25.143869157894738,
          25.238443,
          25.244639954545452,
          25.161757291666664,
          25.192864439999997,
          25.097575363636363,
          25.040852222222224,
          25.12773036
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.073998142,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.545960583844622,
        "mobile_acc_per_sec": 170849.26188526567
      },
      "started": "2026-08-18T06:54:41.100990117+10:00",
      "ended": "2026-08-18T06:54:43.12042398+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|tween|cnn|simd",
        "dtype": 18,
        "format": 0,
        "mode": "tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4104,
        "total_correct": 680,
        "total_train": 178,
        "infer_ms": 744.533341,
        "train_ms": 1831.86308,
        "blocked_train": 1831863080,
        "duration": 2018769594,
        "avg_accuracy": 15.888344709416522,
        "soft_acc": 23.384350466673464,
        "adapt_pct": 24.90463915322185,
        "stability": 94.1506339843372,
        "consistency": 94.11764705882352,
        "throughput": 2032.921444922456,
        "availability": 28.898244654097816,
        "score": 137.37805772906577,
        "zero_downtime": 6.757666808630962,
        "weight_bytes": 85,
        "weight_mib": 0.00008106231689453125,
        "heap_bytes": 25242504,
        "heap_mib": 24.07312774658203,
        "mobile_score": 1694721.5795448574,
        "mobile_throughput": 25078501.61212952,
        "mobile_availability": 356494.1857225326,
        "mobile_accuracy": 288473.7491169717,
        "soft_acc_blocks": [
          24.87441361111111,
          24.802314470588236,
          24.772303714285716,
          24.86085775,
          0,
          0,
          24.800920424242424,
          24.774137200000002,
          24.739844125,
          24.813586,
          24.73015882352941,
          24.80713557142857,
          25.1437176,
          25.10451492857143,
          25.13822525,
          25.138815230769232,
          25.118092571428573,
          25.0457302,
          24.97615293333333,
          25.048825933333333,
          25.163705285714286,
          25.087489533333333,
          25.160404903225803,
          24.645112,
          24.609593266666664,
          24.628409705882355,
          24.612734714285715,
          24.6592546,
          24.644255470588234,
          24.655556214285717,
          24.620332235294118,
          24.5820976,
          24.669467,
          24.639757000000003
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.731141491,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.583466749337944,
        "mobile_acc_per_sec": 142895.82623710335
      },
      "started": "2026-08-18T06:54:43.979641324+10:00",
      "ended": "2026-08-18T06:54:45.99867425+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|tween|cnn|simd",
        "dtype": 19,
        "format": 0,
        "mode": "tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6592,
        "total_correct": 1859,
        "total_train": 234,
        "infer_ms": 781.2864,
        "train_ms": 1743.615055,
        "blocked_train": 1743615055,
        "duration": 2054960984,
        "avg_accuracy": 28.15986377554419,
        "soft_acc": 25.086567674370595,
        "adapt_pct": 25.064337393396308,
        "stability": 99.71840903660572,
        "consistency": 100,
        "throughput": 3207.846791898021,
        "availability": 30.943243287885068,
        "score": 249.0122402628269,
        "zero_downtime": 7.762597668060424,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 23103696,
        "heap_mib": 22.033401489257812,
        "mobile_score": 3391016.3486471944,
        "mobile_throughput": 43684041.008587785,
        "mobile_availability": 421381.06849139446,
        "mobile_accuracy": 341625.6205937769,
        "soft_acc_blocks": [
          25.221590919999997,
          25.156471999999997,
          25.19932588888889,
          25.202812119999997,
          25.209121782608694,
          25.216276869565217,
          25.104149125000003,
          25.081036789473682,
          25.02957015625,
          25.173884575757576,
          25.2501835,
          24.63285,
          24.686821555555554,
          24.74106291304348,
          24.69086475,
          24.79088785714286,
          24.700086285714285,
          24.683910375,
          24.74232942857143,
          24.773699230769232,
          24.69535893103448,
          24.73258562962963,
          24.727288611111113,
          25.178779785714287,
          25.378501821428575,
          25.29321957142857,
          25.353279999999998,
          25.249725,
          25.35762142105263,
          25.349013125,
          25.466507074074073,
          25.34273109090909,
          25.513997142857143,
          25.338937045454546,
          25.48820527272727,
          25.363748631578947
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.067460081,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.207807286705446,
        "mobile_acc_per_sec": 166244.334200837
      },
      "started": "2026-08-18T06:54:46.768397387+10:00",
      "ended": "2026-08-18T06:54:48.823618475+10:00"
    },
    {
      "cell": {
        "id": "binary|none|tween|cnn|simd",
        "dtype": 20,
        "format": 0,
        "mode": "tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7016,
        "total_correct": 1456,
        "total_train": 251,
        "infer_ms": 668.825868,
        "train_ms": 1777.434101,
        "blocked_train": 1777434101,
        "duration": 2037244820,
        "avg_accuracy": 20.298842128918867,
        "soft_acc": 25.244180334843634,
        "adapt_pct": 24.792670314060974,
        "stability": 99.35485686260847,
        "consistency": 100,
        "throughput": 3443.8668986283146,
        "availability": 27.340751861030025,
        "score": 237.69392680148746,
        "zero_downtime": 6.901948704700536,
        "weight_bytes": 39,
        "weight_mib": 0.00003719329833984375,
        "heap_bytes": 23757688,
        "heap_mib": 22.65709686279297,
        "mobile_score": 6390772.999738372,
        "mobile_throughput": 92593748.1306688,
        "mobile_availability": 735098.8775238825,
        "mobile_accuracy": 678729.2727894615,
        "soft_acc_blocks": [
          25.8893825,
          25.93524526923077,
          26.136876956521743,
          26.25531352631579,
          25.82597486363636,
          26.211095307692307,
          26.025652043478264,
          25.8747364,
          25.889759071428575,
          25.88735,
          26.05872351724138,
          25.896822333333333,
          25.879900868421053,
          24.48201668,
          24.542631,
          24.518211923076926,
          24.24236271428571,
          24.436698695652176,
          24.47187304347826,
          24.549886173913045,
          24.45901008695652,
          24.250008478260867,
          24.249718523809523,
          24.40369309090909,
          24.738401166666666,
          25.3120874,
          25.135156454545452,
          25.370495173913042,
          25.271005478260868,
          25.22715732,
          25.263154000000004,
          25.057153533333334,
          25.219429972222223,
          25.460748857142857,
          25.350135863636364,
          25.262980518518518,
          24.993823583333334
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.069697369,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.391333671347184,
        "mobile_acc_per_sec": 333160.387070937
      },
      "started": "2026-08-18T06:54:49.540756503+10:00",
      "ended": "2026-08-18T06:54:51.578369604+10:00"
    },
    {
      "cell": {
        "id": "int|none|tween|cnn|simd",
        "dtype": 21,
        "format": 0,
        "mode": "tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3912,
        "total_correct": 2240,
        "total_train": 188,
        "infer_ms": 691.836179,
        "train_ms": 1760.62425,
        "blocked_train": 1760624250,
        "duration": 2040109971,
        "avg_accuracy": 57.99516713789262,
        "soft_acc": 26.204017964942807,
        "adapt_pct": 26.051175755740054,
        "stability": 99.48039733713127,
        "consistency": 100,
        "throughput": 1917.5436891190998,
        "availability": 28.20988142434978,
        "score": 141.74717650270267,
        "zero_downtime": 7.39212239632568,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 26519056,
        "heap_mib": 25.290542602539062,
        "mobile_score": 60715.96705412498,
        "mobile_throughput": 821360.4131379694,
        "mobile_availability": 12083.416921739787,
        "mobile_accuracy": 11224.225629741777,
        "soft_acc_blocks": [
          25.213473,
          25.240319095238096,
          25.49316586666667,
          25.622433,
          25.633087636363634,
          25.887532916666668,
          26.04587175,
          26.216037846153846,
          26.299705384615383,
          26.47848972727273,
          26.310826,
          26.623357199999997,
          26.562068444444446,
          25.455309416666665,
          25.897567900000002,
          25.818691384615384,
          25.85131008333333,
          26.0043522,
          26.102857842105262,
          26.1835271,
          26.3104941,
          26.72573111111111,
          26.754794642857142,
          26.856319272727273,
          27.316271285714286,
          25.731983461538462,
          25.829100352941175,
          25.7984138,
          26.0253309,
          26.0552408,
          26.215510249999998,
          26.063877166666668,
          26.442405153846153,
          26.718416666666666,
          26.9179999,
          26.949938153846155,
          26.998963230769228,
          27.101908625
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.069958411,
        "time_to_acc50_sec": 0.306971976,
        "acc_per_sec": 12.84441443717781,
        "mobile_acc_per_sec": 5501.7748010123205
      },
      "started": "2026-08-18T06:54:52.232557854+10:00",
      "ended": "2026-08-18T06:54:54.272946887+10:00"
    },
    {
      "cell": {
        "id": "uint|none|tween|cnn|simd",
        "dtype": 22,
        "format": 0,
        "mode": "tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3648,
        "total_correct": 2163,
        "total_train": 182,
        "infer_ms": 842.18288,
        "train_ms": 1821.857358,
        "blocked_train": 1821857358,
        "duration": 2024460261,
        "avg_accuracy": 59.07295790444715,
        "soft_acc": 25.89451007337843,
        "adapt_pct": 25.489376894493006,
        "stability": 99.55035437385507,
        "consistency": 100,
        "throughput": 1801.9617723679287,
        "availability": 31.61299397760823,
        "score": 147.50912965331437,
        "zero_downtime": 8.18602991002828,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 23375360,
        "heap_mib": 22.29248046875,
        "mobile_score": 62978.23010397141,
        "mobile_throughput": 769337.8939016585,
        "mobile_availability": 13496.997871768945,
        "mobile_accuracy": 11055.521903380644,
        "soft_acc_blocks": [
          25.189496714285717,
          25.448466647058826,
          25.574411214285714,
          25.584641142857144,
          25.788574416666666,
          25.877338444444447,
          25.992956333333336,
          26.097758333333335,
          25.9568,
          25.30456608333333,
          25.410356,
          25.504171692307693,
          25.787852384615384,
          25.867472588235294,
          25.969827400000003,
          26.288739583333335,
          26.103827375,
          26.527307666666665,
          26.58317686666667,
          26.6616971875,
          26.707128615384615,
          26.809397333333333,
          25.972044999999998,
          25.208696363636363,
          25.17880375,
          25.379576266666668,
          25.59030357142857,
          25.7608448125,
          25.752242083333332,
          25.913439076923076,
          26.06967566666667,
          26.272452807692307,
          26.384789
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.070870127,
        "time_to_acc50_sec": 0.120930971,
        "acc_per_sec": 12.790821619085577,
        "mobile_acc_per_sec": 5460.972544810374
      },
      "started": "2026-08-18T06:54:55.049519492+10:00",
      "ended": "2026-08-18T06:54:57.074251002+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|tween|cnn|simd",
        "dtype": 23,
        "format": 0,
        "mode": "tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3872,
        "total_correct": 2094,
        "total_train": 173,
        "infer_ms": 794.658868,
        "train_ms": 1601.186734,
        "blocked_train": 1601186734,
        "duration": 2032507017,
        "avg_accuracy": 56.364320326579076,
        "soft_acc": 25.724569739052683,
        "adapt_pct": 25.37386956139033,
        "stability": 99.60644863099101,
        "consistency": 100,
        "throughput": 1905.0364734853952,
        "availability": 33.168200293734955,
        "score": 162.54489039525924,
        "zero_downtime": 8.532376815750526,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 22293016,
        "heap_mib": 21.260276794433594,
        "mobile_score": 69397.66734165284,
        "mobile_throughput": 813345.0835592108,
        "mobile_availability": 14160.984849838527,
        "mobile_accuracy": 10982.966791000368,
        "soft_acc_blocks": [
          25.144945352941175,
          25.361617133333333,
          25.43212494117647,
          25.58901485714286,
          25.713256769230767,
          25.81591308333333,
          25.976530904761905,
          26.1072445,
          26.212604076923075,
          26.250470916666668,
          26.52551292307692,
          26.392519411764706,
          25.33928614285714,
          25.303887,
          25.462010692307693,
          25.715128583333335,
          25.702369,
          25.813435727272726,
          25.87145518181818,
          26.00030764285714,
          26.171691538461538,
          26.131909461538463,
          26.259427533333334,
          25.76279276923077,
          25.05101205,
          25.051391176470588,
          25.305448076923078,
          25.282852307692306,
          25.4734005,
          25.46759092857143,
          25.7813178,
          25.717762666666665
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.06829659,
        "time_to_acc50_sec": 0.168670568,
        "acc_per_sec": 12.65657118223503,
        "mobile_acc_per_sec": 5403.655042338469
      },
      "started": "2026-08-18T06:54:57.743313392+10:00",
      "ended": "2026-08-18T06:54:59.776096086+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|tween|cnn|simd",
        "dtype": 24,
        "format": 0,
        "mode": "tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3848,
        "total_correct": 2248,
        "total_train": 193,
        "infer_ms": 702.158225,
        "train_ms": 1790.268825,
        "blocked_train": 1790268825,
        "duration": 2217782139,
        "avg_accuracy": 58.70926737799804,
        "soft_acc": 25.534639282987264,
        "adapt_pct": 25.26378017900849,
        "stability": 99.62740308847228,
        "consistency": 100,
        "throughput": 1735.0667283013952,
        "availability": 28.17166604735733,
        "score": 124.81260296781336,
        "zero_downtime": 7.193533305200491,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 34753480,
        "heap_mib": 33.14350128173828,
        "mobile_score": 53462.214039860235,
        "mobile_throughput": 743198.2555945113,
        "mobile_availability": 12067.047752154314,
        "mobile_accuracy": 10937.50405261342,
        "soft_acc_blocks": [
          25.04882872727273,
          25.038847307692308,
          25.133340999999998,
          25.311794900000002,
          25.336088083333333,
          25.52869775,
          25.607972,
          25.659659799999996,
          25.785258916666667,
          25.876922545454544,
          26.070313857142857,
          26.129912625,
          25.347294642857143,
          25.428377916666665,
          25.346585785714286,
          25.526347153846153,
          25.617552736842104,
          25.683472750000004,
          25.778205111111113,
          25.8604348,
          25.92228709090909,
          25.945679666666667,
          26.10380975,
          26.223671615384617,
          25.963475076923075,
          24.773615272727273,
          24.78581558333333,
          24.93873,
          25.235465944444442,
          25.11420094117647,
          25.26530042857143,
          25.352380636363637,
          25.370515692307695,
          25.610795090909093,
          25.606164454545453,
          25.674924400000002,
          25.77891341666667
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.255331344,
        "time_to_acc50_sec": 0.255331344,
        "acc_per_sec": 11.513592265875518,
        "mobile_acc_per_sec": 4931.730606120379
      },
      "started": "2026-08-18T06:55:00.343753145+10:00",
      "ended": "2026-08-18T06:55:02.562001533+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|tween|cnn|simd",
        "dtype": 25,
        "format": 0,
        "mode": "tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3720,
        "total_correct": 2011,
        "total_train": 187,
        "infer_ms": 707.318729,
        "train_ms": 1798.800017,
        "blocked_train": 1798800017,
        "duration": 2032097384,
        "avg_accuracy": 53.74139832063558,
        "soft_acc": 25.871321294039923,
        "adapt_pct": 25.488090120467398,
        "stability": 99.06457401780665,
        "consistency": 100,
        "throughput": 1830.6209285489635,
        "availability": 28.22367176850446,
        "score": 133.66895270626804,
        "zero_downtime": 7.301836804205028,
        "weight_bytes": 4896,
        "weight_mib": 0.004669189453125,
        "heap_bytes": 22634136,
        "heap_mib": 21.585594177246094,
        "mobile_score": 28627.87086456857,
        "mobile_throughput": 392063.9646189048,
        "mobile_availability": 6044.6619379761705,
        "mobile_accuracy": 5540.8591906084985,
        "soft_acc_blocks": [
          25.21506907692308,
          25.401761153846152,
          25.380897928571425,
          25.680143416666667,
          25.747676944444446,
          26.02165775,
          26.12179375,
          26.293604416666668,
          26.478991636363638,
          26.59519490909091,
          26.530527799999998,
          26.972455333333333,
          26.18215475,
          26.200892636363633,
          26.325767153846154,
          26.8422025,
          26.837365666666667,
          26.39239892307692,
          27.1552909,
          27.05754476923077,
          27.009358833333334,
          26.946271416666665,
          27.67735504347826,
          25.959352,
          23.788437666666667,
          24.1995696,
          24.276091823529413,
          24.5210745,
          24.577092,
          24.75781591666667,
          25.0532559,
          25.109240083333333,
          25.137157470588235,
          25.500679636363635,
          25.600355461538463,
          25.821067818181817
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.066886437,
        "time_to_acc50_sec": 0.066886437,
        "acc_per_sec": 12.731339303786005,
        "mobile_acc_per_sec": 2726.6701065781685
      },
      "started": "2026-08-18T06:55:03.138471388+10:00",
      "ended": "2026-08-18T06:55:05.170853615+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|tween|cnn|simd",
        "dtype": 26,
        "format": 0,
        "mode": "tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3200,
        "total_correct": 855,
        "total_train": 180,
        "infer_ms": 604.683912,
        "train_ms": 1825.703126,
        "blocked_train": 1825703126,
        "duration": 2025641927,
        "avg_accuracy": 28.059024912285786,
        "soft_acc": 24.919871606413867,
        "adapt_pct": 24.953025966742498,
        "stability": 99.75451902187858,
        "consistency": 100,
        "throughput": 1579.7461324960025,
        "availability": 24.880148821794368,
        "score": 97.94585799962422,
        "zero_downtime": 6.200101141875849,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 21581568,
        "heap_mib": 20.581787109375,
        "mobile_score": 671265.8561948625,
        "mobile_throughput": 10826692.030249204,
        "mobile_availability": 170514.55510432582,
        "mobile_accuracy": 170786.79274226815,
        "soft_acc_blocks": [
          24.892698727272727,
          24.708624666666665,
          24.7578499,
          24.8923233,
          25.005007125,
          25.06046266666667,
          25.02395769230769,
          24.9281617,
          24.94310588888889,
          24.829729923076926,
          24.673416916666667,
          24.5882126,
          25.04947634782609,
          25.534616,
          25.1679645,
          25.2911105,
          25.15812946153846,
          25.24736792857143,
          25.104255666666663,
          25.23758909090909,
          25.055215933333333,
          24.98425309090909,
          25.1498905,
          25.12109172727273,
          24.870483545454544,
          24.513991714285712,
          24.581558357142857,
          24.61500676923077,
          24.82260730769231,
          24.4317002,
          24.779787846153848,
          24.857754166666666,
          25.030233,
          24.65506825,
          24.632803214285712
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.07035643,
        "time_to_acc50_sec": 0.778023696,
        "acc_per_sec": 12.30220962266539,
        "mobile_acc_per_sec": 84312.42978624826
      },
      "started": "2026-08-18T06:55:05.789043392+10:00",
      "ended": "2026-08-18T06:55:07.815067298+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|tween|cnn|simd",
        "dtype": 27,
        "format": 0,
        "mode": "tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1888,
        "total_correct": 825,
        "total_train": 119,
        "infer_ms": 669.647356,
        "train_ms": 1887.12234,
        "blocked_train": 1887122340,
        "duration": 2056175360,
        "avg_accuracy": 43.27030812324929,
        "soft_acc": 25.30564137417134,
        "adapt_pct": 25.341707731646824,
        "stability": 99.72049252538488,
        "consistency": 100,
        "throughput": 918.2096219653172,
        "availability": 26.191148817496,
        "score": 60.85744800293022,
        "zero_downtime": 6.627838191531056,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 22632192,
        "heap_mib": 21.583740234375,
        "mobile_score": 277450.69303095894,
        "mobile_throughput": 4186141.619834367,
        "mobile_availability": 119406.13070632472,
        "mobile_accuracy": 115369.07917201343,
        "soft_acc_blocks": [
          25.024932666666665,
          25.3831455,
          25.218499142857144,
          25.09974275,
          25.29044783333333,
          25.125573199999998,
          25.235670625,
          25.254536857142856,
          25.26246383333333,
          25.16404922222222,
          24.992237666666668,
          24.990367,
          25.131041285714286,
          25.01221,
          24.82438157142857,
          24.938272285714284,
          24.967464833333334,
          25.011434444444447,
          25.1067655,
          25.060656875,
          25.200483625,
          25.467238499999997,
          25.52571175,
          25.774357857142856,
          25.68865857142857,
          25.562769333333332,
          25.638368777777778,
          25.66702,
          25.442668,
          25.683437571428573,
          25.5109075,
          25.774686142857142,
          25.59851775,
          25.76308825
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.070112108,
        "time_to_acc50_sec": 0.123866486,
        "acc_per_sec": 12.307141631232922,
        "mobile_acc_per_sec": 56108.57975265953
      },
      "started": "2026-08-18T06:55:08.355939148+10:00",
      "ended": "2026-08-18T06:55:10.412415445+10:00"
    },
    {
      "cell": {
        "id": "int6|none|tween|cnn|simd",
        "dtype": 28,
        "format": 0,
        "mode": "tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2016,
        "total_correct": 438,
        "total_train": 106,
        "infer_ms": 672.57464,
        "train_ms": 1851.663606,
        "blocked_train": 1851663606,
        "duration": 2024895992,
        "avg_accuracy": 21.066981971056677,
        "soft_acc": 24.283263950595906,
        "adapt_pct": 25.025225487899437,
        "stability": 95.56481942414935,
        "consistency": 96.7741935483871,
        "throughput": 995.6066918818813,
        "availability": 26.64465769290147,
        "score": 64.41767006816636,
        "zero_downtime": 6.470192556300021,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 22381280,
        "heap_mib": 21.344451904296875,
        "mobile_score": 293681.8383017287,
        "mobile_throughput": 4538996.880637981,
        "mobile_availability": 121473.68949996456,
        "mobile_accuracy": 110708.03382721762,
        "soft_acc_blocks": [
          25.232318125,
          25.1313665625,
          25.130996111111113,
          25.100924833333334,
          25.118472,
          25.21006685714286,
          25.169189142857142,
          25.078715375,
          25.17902857142857,
          25.071589833333334,
          25.26905175,
          25.169749125,
          25.151977,
          25.181781,
          25.136915428571427,
          25.191702625,
          25.1672,
          25.24056525,
          25.212675333333333,
          25.25439211111111,
          0,
          24.97394542105263,
          24.852599285714287,
          24.8557985,
          24.879038142857144,
          24.9548291,
          24.8690455,
          25.005955,
          24.963674555555556,
          24.966119428571428,
          25.0615005
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.074011111,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.992351235092922,
        "mobile_acc_per_sec": 54673.4421247339
      },
      "started": "2026-08-18T06:55:11.400356559+10:00",
      "ended": "2026-08-18T06:55:13.425553228+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|tween|cnn|simd",
        "dtype": 29,
        "format": 0,
        "mode": "tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2048,
        "total_correct": 907,
        "total_train": 123,
        "infer_ms": 535.604253,
        "train_ms": 1886.806258,
        "blocked_train": 1886806258,
        "duration": 2009003366,
        "avg_accuracy": 39.91978099514865,
        "soft_acc": 23.10993513708857,
        "adapt_pct": 18.87648107392781,
        "stability": 92.80840876463678,
        "consistency": 91.17647058823529,
        "throughput": 1019.4109351233411,
        "availability": 22.110383461756697,
        "score": 52.08879240087142,
        "zero_downtime": 5.1096952765735315,
        "weight_bytes": 238,
        "weight_mib": 0.0002269744873046875,
        "heap_bytes": 24217040,
        "heap_mib": 23.095169067382812,
        "mobile_score": 229491.8385736813,
        "mobile_throughput": 4491301.851713834,
        "mobile_availability": 97413.51869241592,
        "mobile_accuracy": 101817.32498448649,
        "soft_acc_blocks": [
          25.275671125,
          25.393127125,
          25.649681833333332,
          25.356447363636367,
          25.48772885714286,
          25.654978,
          25.662217785714287,
          0,
          25.69021616666667,
          25.827703625,
          25.178557125,
          25.141936571428573,
          25.042727142857142,
          25.16593044444444,
          25.195594,
          25.261017000000002,
          25.3923645,
          25.265740571428573,
          25.303592714285713,
          25.41319075,
          25.5200939,
          25.535273714285715,
          25.281631307692308,
          0,
          0,
          25.201066,
          25.04608257142857,
          25.276454333333334,
          25.111812285714286,
          25.287143444444446,
          25.236699428571427,
          25.3951358,
          25.274841285714285,
          25.213137888888888
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.070065234,
        "time_to_acc50_sec": 0.120942482,
        "acc_per_sec": 11.503183881220322,
        "mobile_acc_per_sec": 50680.51487997681
      },
      "started": "2026-08-18T06:55:14.213042948+10:00",
      "ended": "2026-08-18T06:55:16.222351939+10:00"
    },
    {
      "cell": {
        "id": "int5|none|tween|cnn|simd",
        "dtype": 30,
        "format": 0,
        "mode": "tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2136,
        "total_correct": 701,
        "total_train": 123,
        "infer_ms": 673.674472,
        "train_ms": 1863.77333,
        "blocked_train": 1863773330,
        "duration": 2030268743,
        "avg_accuracy": 31.43926711309524,
        "soft_acc": 25.055145313878743,
        "adapt_pct": 25.072974561805555,
        "stability": 99.83135065884834,
        "consistency": 100,
        "throughput": 1052.0774687412895,
        "availability": 26.54929380100013,
        "score": 69.98381596304097,
        "zero_downtime": 6.6519641416491835,
        "weight_bytes": 192,
        "weight_mib": 0.00018310546875,
        "heap_bytes": 23373704,
        "heap_mib": 22.29090118408203,
        "mobile_score": 382204.9469128211,
        "mobile_throughput": 5745745.749285762,
        "mobile_availability": 144994.54321186204,
        "mobile_accuracy": 136834.50027419644,
        "soft_acc_blocks": [
          24.838271545454543,
          24.801647857142857,
          24.910380875,
          24.9145195,
          24.8718032,
          24.9410235,
          24.85976375,
          24.907494636363637,
          24.899955428571428,
          24.865920142857142,
          24.977359999999997,
          25.10287181818182,
          25.11263225,
          25.13353,
          25.2312678,
          24.985238285714285,
          25.025993375,
          25.067533125,
          25.194582,
          25.2013154,
          24.99138625,
          25.054107454545456,
          25.124824555555556,
          24.92772888888889,
          25.002457285714286,
          25.066117428571427,
          25.324403727272728,
          25.528275,
          25.060136285714286,
          25.391237,
          25.206033428571427,
          25.24483825
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.120127483,
        "time_to_acc50_sec": 1.5765392299999998,
        "acc_per_sec": 12.340802369274687,
        "mobile_acc_per_sec": 67397.23533939883
      },
      "started": "2026-08-18T06:55:16.859471785+10:00",
      "ended": "2026-08-18T06:55:18.890042403+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|tween|cnn|simd",
        "dtype": 31,
        "format": 0,
        "mode": "tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1808,
        "total_correct": 772,
        "total_train": 107,
        "infer_ms": 516.798815,
        "train_ms": 1862.706347,
        "blocked_train": 1862706347,
        "duration": 2029563328,
        "avg_accuracy": 43.069395881895886,
        "soft_acc": 25.257696101517926,
        "adapt_pct": 25.19370855981692,
        "stability": 99.91923734349614,
        "consistency": 100,
        "throughput": 890.8320203940933,
        "availability": 21.71875158134244,
        "score": 48.86798259491432,
        "zero_downtime": 5.485656271459091,
        "weight_bytes": 200,
        "weight_mib": 0.00019073486328125,
        "heap_bytes": 22094104,
        "heap_mib": 21.070579528808594,
        "mobile_score": 256208.96858722437,
        "mobile_throughput": 4670525.383083784,
        "mobile_availability": 113868.80829078864,
        "mobile_accuracy": 132423.0697367263,
        "soft_acc_blocks": [
          25.29293033333333,
          25.336983333333333,
          25.35943475,
          25.310688222222225,
          25.350006545454548,
          25.339777,
          25.2943296,
          25.37834388888889,
          25.395790777777776,
          25.356366700000002,
          25.307520125,
          25.175619555555556,
          25.113275625,
          25.182119222222223,
          25.225735444444446,
          25.247590777777777,
          25.194751375,
          25.15980911111111,
          25.289162714285712,
          25.242022,
          25.215262444444445,
          25.25182490909091,
          25.194157375,
          25.117771666666666,
          25.20738,
          25.16144514285714
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.07714022,
        "time_to_acc50_sec": 0.579899069,
        "acc_per_sec": 12.444891841048246,
        "mobile_acc_per_sec": 65247.07453559503
      },
      "started": "2026-08-18T06:55:19.508929158+10:00",
      "ended": "2026-08-18T06:55:21.538798111+10:00"
    },
    {
      "cell": {
        "id": "int3|none|tween|cnn|simd",
        "dtype": 32,
        "format": 0,
        "mode": "tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2856,
        "total_correct": 685,
        "total_train": 152,
        "infer_ms": 635.415228,
        "train_ms": 1808.64828,
        "blocked_train": 1808648280,
        "duration": 2053496512,
        "avg_accuracy": 23.7343064111014,
        "soft_acc": 24.934612506833293,
        "adapt_pct": 24.86324935110294,
        "stability": 99.91067322282346,
        "consistency": 100,
        "throughput": 1390.7985639665892,
        "availability": 25.99831084258388,
        "score": 90.15960266274085,
        "zero_downtime": 6.482578066920317,
        "weight_bytes": 115,
        "weight_mib": 0.00010967254638671875,
        "heap_bytes": 21579384,
        "heap_mib": 20.57970428466797,
        "mobile_score": 822079.9610581405,
        "mobile_throughput": 12681373.869650697,
        "mobile_availability": 237053.954696289,
        "mobile_accuracy": 227355.09777361067,
        "soft_acc_blocks": [
          25.13377127272727,
          25.0682245,
          25.014236666666665,
          25.0068055,
          25.028733250000002,
          24.989556444444446,
          25.00638853846154,
          25.06037925,
          25.055303545454546,
          25.1017974375,
          24.937360916666666,
          24.862186700000002,
          24.8111037,
          24.869481555555556,
          24.814842875,
          24.8925844,
          24.96114625,
          24.8283709,
          24.865528875,
          24.91124142857143,
          24.8694419,
          24.889446,
          24.97743733333333,
          24.794465444444445,
          24.809238099999998,
          24.844721058823527,
          24.9005235,
          24.8724986,
          24.89295992857143,
          24.8922003,
          24.958003444444444,
          25.0166532,
          24.941046333333333,
          24.899146083333335
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.08610338,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.142515149708368,
        "mobile_acc_per_sec": 110716.08665757044
      },
      "started": "2026-08-18T06:55:22.151617274+10:00",
      "ended": "2026-08-18T06:55:24.205397588+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|tween|cnn|simd",
        "dtype": 33,
        "format": 0,
        "mode": "tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2800,
        "total_correct": 766,
        "total_train": 139,
        "infer_ms": 630.500132,
        "train_ms": 1805.661985,
        "blocked_train": 1805661985,
        "duration": 2019364702,
        "avg_accuracy": 26.879108678677646,
        "soft_acc": 25.035157533340513,
        "adapt_pct": 25.041506495233588,
        "stability": 99.81448476727472,
        "consistency": 100,
        "throughput": 1386.5746970950077,
        "availability": 25.880877450652847,
        "score": 89.84059004409042,
        "zero_downtime": 6.479318440781742,
        "weight_bytes": 123,
        "weight_mib": 0.00011730194091796875,
        "heap_bytes": 24417952,
        "heap_mib": 23.286773681640625,
        "mobile_score": 765891.760537172,
        "mobile_throughput": 11820560.565699957,
        "mobile_availability": 220634.69068045332,
        "mobile_accuracy": 213424.921509594,
        "soft_acc_blocks": [
          25.01493330769231,
          25.10779736363636,
          24.996216583333332,
          24.988318583333335,
          24.98440275,
          24.9264337,
          25.0831639,
          25.146259999999998,
          25.094458666666668,
          24.93206988888889,
          25.044281333333334,
          24.939883384615385,
          24.81698130769231,
          24.862394692307696,
          24.875540100000002,
          24.826796875,
          24.718269499999998,
          24.8692885,
          24.8905642,
          24.776088357142857,
          24.916086636363637,
          25.0154325,
          25.30288390909091,
          25.27925527777778,
          25.3527673,
          25.34978275,
          25.256408999999998,
          25.396143499999997,
          25.2566646
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071736011,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.397541419113363,
        "mobile_acc_per_sec": 105689.14139096109
      },
      "started": "2026-08-18T06:55:24.897846654+10:00",
      "ended": "2026-08-18T06:55:26.917503283+10:00"
    },
    {
      "cell": {
        "id": "float64|none|tween|bicameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 960,
        "total_correct": 186,
        "total_train": 61,
        "infer_ms": 538.206643,
        "train_ms": 1903.37982,
        "blocked_train": 1903379820,
        "duration": 2048055899,
        "avg_accuracy": 19.206495098039216,
        "soft_acc": 24.264144961519605,
        "adapt_pct": 24.998688775,
        "stability": 95.77615430863904,
        "consistency": 97.05882352941177,
        "throughput": 468.73720608345565,
        "availability": 22.043316964442063,
        "score": 25.070983120057345,
        "zero_downtime": 5.348622382579465,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 22257984,
        "heap_mib": 21.22686767578125,
        "mobile_score": 207.22057633447827,
        "mobile_throughput": 3874.279422106867,
        "mobile_availability": 182.19584065855406,
        "mobile_accuracy": 200.5517725057572,
        "soft_acc_blocks": [
          24.999645,
          25.000950375,
          25.000613,
          25.001525,
          24.9995125,
          25.00003475,
          25.0003585,
          25.0002785,
          25.00151766666667,
          25.002153000000003,
          24.999476,
          24.9980335,
          24.997259,
          24.9971442,
          24.9983775,
          24.99863625,
          24.996749,
          24.99742725,
          0,
          24.9970205,
          24.99849233333333,
          24.998288333333335,
          24.99939575,
          24.9994455,
          24.99922225,
          24.999534,
          25.000634,
          25.000166200000002,
          24.99952975,
          25.00014025,
          25.0002005,
          25.000715333333332,
          24.998357,
          25.000096
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.072417833,
        "time_to_acc50_sec": 0.306178384,
        "acc_per_sec": 11.847403663819435,
        "mobile_acc_per_sec": 97.92299741607648
      },
      "started": "2026-08-18T06:55:27.620850505+10:00",
      "ended": "2026-08-18T06:55:29.671939055+10:00"
    },
    {
      "cell": {
        "id": "float32|none|tween|bicameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2048,
        "total_correct": 466,
        "total_train": 100,
        "infer_ms": 444.830829,
        "train_ms": 1880.815484,
        "blocked_train": 1880815484,
        "duration": 2070873929,
        "avg_accuracy": 22.306204862845487,
        "soft_acc": 25.000043651367537,
        "adapt_pct": 25.0001798739881,
        "stability": 99.9985550466531,
        "consistency": 100,
        "throughput": 988.9544560488789,
        "availability": 19.127191719285303,
        "score": 47.28988627680514,
        "zero_downtime": 4.781806279102082,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 24020408,
        "heap_mib": 22.90764617919922,
        "mobile_score": 781.7353984201543,
        "mobile_throughput": 16348.119367289526,
        "mobile_availability": 316.1860604149531,
        "mobile_accuracy": 413.268472880823,
        "soft_acc_blocks": [
          24.999828166666664,
          24.99933775,
          24.99963083333333,
          24.999305666666668,
          24.9994185,
          24.999914909090908,
          24.999302615384615,
          24.999948625,
          24.99970114285714,
          24.9994285,
          24.999460166666665,
          24.999247071428574,
          24.9984154,
          24.99856766666667,
          24.999071666666666,
          24.997848,
          24.999259785714287,
          24.99833166666667,
          24.9984165,
          24.999216333333333,
          24.998057375,
          24.999363199999998,
          25.00181988,
          25.00219125,
          25.00276285714286,
          25.001852333333332,
          25.00129457142857,
          25.002008285714286,
          25.001801999999998,
          25.002670833333337,
          25.002077625,
          25.001845666666668
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.708488359,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.072219028533405,
        "mobile_acc_per_sec": 199.56235244140882
      },
      "started": "2026-08-18T06:55:30.354217306+10:00",
      "ended": "2026-08-18T06:55:32.427260555+10:00"
    },
    {
      "cell": {
        "id": "float16|none|tween|bicameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 424,
        "total_correct": 163,
        "total_train": 31,
        "infer_ms": 427.0505,
        "train_ms": 1977.382859,
        "blocked_train": 1977382859,
        "duration": 2063251444,
        "avg_accuracy": 33.958333333333336,
        "soft_acc": 22.501003083333334,
        "adapt_pct": 21.875587062500003,
        "stability": 92.49966555133875,
        "consistency": 90,
        "throughput": 205.50088610528073,
        "availability": 17.760962199327064,
        "score": 8.212626422330066,
        "zero_downtime": 3.996394652100251,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 23133456,
        "heap_mib": 22.061782836914062,
        "mobile_score": 271.52109230108374,
        "mobile_throughput": 6794.151127151306,
        "mobile_availability": 587.202632712876,
        "mobile_accuracy": 743.9151156863834,
        "soft_acc_blocks": [
          25.002758,
          0,
          25.001647,
          25.0018745,
          25.000506,
          25.001304,
          25.003184,
          25.001421,
          25.0016195,
          25.0031645,
          25.0013405,
          0,
          24.998913,
          24.9996375,
          25.0004085,
          25.000782,
          25.0013045,
          25.001983,
          25.001522,
          24.9991,
          24.998903,
          24.999012,
          25.000258,
          25.001501,
          25.000575,
          25.0024715,
          25.001464,
          0,
          25.0023165,
          25.001122
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.072701895,
        "time_to_acc50_sec": 0.072701895,
        "acc_per_sec": 10.905603943119466,
        "mobile_acc_per_sec": 360.5547534449627
      },
      "started": "2026-08-18T06:55:33.165927138+10:00",
      "ended": "2026-08-18T06:55:35.23166889+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|tween|bicameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 616,
        "total_correct": 135,
        "total_train": 45,
        "infer_ms": 428.407532,
        "train_ms": 1922.225041,
        "blocked_train": 1922225041,
        "duration": 2049428293,
        "avg_accuracy": 19.362745098039213,
        "soft_acc": 22.058836176470585,
        "adapt_pct": 21.87473471875,
        "stability": 91.94525185752583,
        "consistency": 88.23529411764706,
        "throughput": 300.57162873373096,
        "availability": 18.225201884837492,
        "score": 12.08378328360531,
        "zero_downtime": 4.020267426607332,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 30990824,
        "heap_mib": 29.555152893066406,
        "mobile_score": 399.507035577933,
        "mobile_throughput": 9937.324888734414,
        "mobile_availability": 602.5510559842148,
        "mobile_accuracy": 729.2964498227652,
        "soft_acc_blocks": [
          25.001290333333333,
          25.001358999999997,
          25.000691,
          25.0009715,
          24.999815,
          25.0011675,
          24.999612,
          25.001431333333333,
          25.000718000000003,
          25.000883,
          25.0000375,
          25.000345,
          24.999532,
          24.9995455,
          0,
          0,
          24.998936,
          24.99964725,
          0,
          24.9995855,
          25.000057666666667,
          24.999996666666664,
          24.9997165,
          24.999412,
          24.99969725,
          24.9992635,
          25.0000825,
          24.999071333333333,
          25.000713,
          24.9992405,
          24.998605666666666,
          24.99974025,
          0,
          24.99926575
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.111981092,
        "time_to_acc50_sec": 0.498643232,
        "acc_per_sec": 10.76340960638362,
        "mobile_acc_per_sec": 355.85360674181203
      },
      "started": "2026-08-18T06:55:35.856290271+10:00",
      "ended": "2026-08-18T06:55:37.987340338+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|tween|bicameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 584,
        "total_correct": 159,
        "total_train": 38,
        "infer_ms": 513.972114,
        "train_ms": 1969.387768,
        "blocked_train": 1969387768,
        "duration": 2045183614,
        "avg_accuracy": 26.01010101010101,
        "soft_acc": 24.242424242424242,
        "adapt_pct": 25,
        "stability": 95.71450435644518,
        "consistency": 96.96969696969697,
        "throughput": 285.5489336029855,
        "availability": 20.696642388620177,
        "score": 14.327040395715972,
        "zero_downtime": 5.01736785178671,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 23181872,
        "heap_mib": 22.107955932617188,
        "mobile_score": 947.3446027228068,
        "mobile_throughput": 18881.30650786254,
        "mobile_availability": 1368.5207774807536,
        "mobile_accuracy": 1602.9779444081373,
        "soft_acc_blocks": [
          25,
          25,
          25,
          25,
          0,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.072615645,
        "time_to_acc50_sec": 1.064858108,
        "acc_per_sec": 11.853421901327751,
        "mobile_acc_per_sec": 783.7819222857011
      },
      "started": "2026-08-18T06:55:38.646484988+10:00",
      "ended": "2026-08-18T06:55:40.694541774+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|tween|bicameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 496,
        "total_correct": 105,
        "total_train": 36,
        "infer_ms": 478.155878,
        "train_ms": 1990.351426,
        "blocked_train": 1990351426,
        "duration": 2091272747,
        "avg_accuracy": 18.560606060606062,
        "soft_acc": 22.727248934343436,
        "adapt_pct": 25.000097104166667,
        "stability": 92.81301275914579,
        "consistency": 90.9090909090909,
        "throughput": 237.17614104211341,
        "availability": 19.370243597221293,
        "score": 10.441260949681784,
        "zero_downtime": 4.402323481529204,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 26338784,
        "heap_mib": 25.118621826171875,
        "mobile_score": 690.4058293336818,
        "mobile_throughput": 15682.760075001584,
        "mobile_availability": 1280.8155221465452,
        "mobile_accuracy": 1502.7902496265672,
        "soft_acc_blocks": [
          25.0004295,
          25.000638,
          0,
          25.0001855,
          24.9999355,
          25.000501,
          25.0006935,
          24.999787,
          24.9997715,
          24.9988585,
          25.0007425,
          24.998500000000003,
          24.9986735,
          25.0002055,
          24.9993415,
          24.998478,
          24.9994155,
          24.998876,
          24.9981705,
          24.99885,
          24.998039,
          0,
          24.9994755,
          25.000309,
          25.001735333333333,
          25.0011355,
          25.0004205,
          25.002912,
          24.9992775,
          25.0014225,
          25.001487,
          25.000948,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.066265918,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.867663707159396,
        "mobile_acc_per_sec": 718.6007907301281
      },
      "started": "2026-08-18T06:55:41.465617985+10:00",
      "ended": "2026-08-18T06:55:43.560353694+10:00"
    },
    {
      "cell": {
        "id": "int64|none|tween|bicameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 432,
        "total_correct": 62,
        "total_train": 33,
        "infer_ms": 492.439028,
        "train_ms": 1945.878642,
        "blocked_train": 1945878642,
        "duration": 2058137184,
        "avg_accuracy": 11.994949494949495,
        "soft_acc": 21.210995515151517,
        "adapt_pct": 24.9984935,
        "stability": 91.03671837906099,
        "consistency": 84.84848484848484,
        "throughput": 209.8985448386904,
        "availability": 20.19585200315593,
        "score": 8.991510574927595,
        "zero_downtime": 4.283741262636043,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 23102408,
        "heap_mib": 22.03217315673828,
        "mobile_score": 74.31802712050131,
        "mobile_throughput": 1734.8859925020072,
        "mobile_availability": 166.9258868556977,
        "mobile_accuracy": 175.31640838453396,
        "soft_acc_blocks": [
          24.9987485,
          24.9987085,
          24.999777,
          0,
          24.9990425,
          24.9974265,
          0,
          25.000476,
          25.0000925,
          24.9994545,
          0,
          24.999139,
          24.999532,
          24.9992865,
          24.999577,
          24.999728,
          24.9982185,
          25.000328,
          24.9994355,
          24.9990695,
          24.9999915,
          24.999215,
          24.9984995,
          24.997584,
          24.998281000000002,
          24.996049,
          0,
          0,
          24.9971235,
          24.99717,
          24.996365,
          24.9971465,
          24.997387
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.178330811,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.305919197246045,
        "mobile_acc_per_sec": 85.18208103300753
      },
      "started": "2026-08-18T06:55:44.287662539+10:00",
      "ended": "2026-08-18T06:55:46.349368102+10:00"
    },
    {
      "cell": {
        "id": "int32|none|tween|bicameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 464,
        "total_correct": 65,
        "total_train": 33,
        "infer_ms": 534.330245,
        "train_ms": 1952.423688,
        "blocked_train": 1952423688,
        "duration": 2040576697,
        "avg_accuracy": 11.25,
        "soft_acc": 22.654542484375,
        "adapt_pct": 21.8738798125,
        "stability": 92.71353404457051,
        "consistency": 90.625,
        "throughput": 227.3866993983417,
        "availability": 21.48705740078546,
        "score": 11.068717355059478,
        "zero_downtime": 4.867794547502984,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 26433848,
        "heap_mib": 25.20928192138672,
        "mobile_score": 182.97375724080666,
        "mobile_throughput": 3758.863597369081,
        "mobile_availability": 355.1963157568107,
        "mobile_accuracy": 374.4956731633245,
        "soft_acc_blocks": [
          24.9972615,
          24.9966065,
          24.996286,
          24.996422,
          24.9976085,
          0,
          24.9970785,
          24.99644,
          24.9965385,
          24.9977425,
          24.997166,
          24.996355,
          0,
          24.9953225,
          24.9959865,
          24.9956545,
          24.997448,
          24.998269,
          24.997505,
          24.998203,
          24.9986385,
          24.996105,
          24.997375,
          25.002785,
          25.0014405,
          25.001774,
          25.000503,
          25.0002795,
          25.001195000000003,
          0,
          25.0009205,
          25.00045
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 1.274293497,
        "time_to_acc50_sec": 1.445208906,
        "acc_per_sec": 11.102029400649869,
        "mobile_acc_per_sec": 183.5244290076907
      },
      "started": "2026-08-18T06:55:47.223080892+10:00",
      "ended": "2026-08-18T06:55:49.266581333+10:00"
    },
    {
      "cell": {
        "id": "int16|none|tween|bicameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 352,
        "total_correct": 85,
        "total_train": 28,
        "infer_ms": 605.965839,
        "train_ms": 1913.094229,
        "blocked_train": 1913094229,
        "duration": 2052272769,
        "avg_accuracy": 20.3125,
        "soft_acc": 21.427742410714284,
        "adapt_pct": 21.874620125,
        "stability": 91.2521601275707,
        "consistency": 85.71428571428571,
        "throughput": 171.51716151821142,
        "availability": 24.055235788049497,
        "score": 8.840841732454559,
        "zero_downtime": 5.154493960953203,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 35701952,
        "heap_mib": 34.04803466796875,
        "mobile_score": 292.29078258450846,
        "mobile_throughput": 5670.600931899358,
        "mobile_availability": 795.3002560754758,
        "mobile_accuracy": 708.4315937084482,
        "soft_acc_blocks": [
          24.998464,
          25.0010005,
          25.000066,
          24.999341,
          24.999085,
          0,
          25.0003975,
          0,
          24.99971,
          24.999049,
          25.0029735,
          25.003749,
          25.003266,
          25.002269,
          25.003032,
          25.0037565,
          25.002402,
          25.00353,
          0,
          24.994867,
          24.994811,
          24.9950255,
          24.994867,
          24.994315,
          24.994922,
          24.993084,
          24.992805,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.19738562,
        "time_to_acc50_sec": 0.716440585,
        "acc_per_sec": 10.44098169326452,
        "mobile_acc_per_sec": 345.1936820531132
      },
      "started": "2026-08-18T06:55:49.957415611+10:00",
      "ended": "2026-08-18T06:55:52.154772588+10:00"
    },
    {
      "cell": {
        "id": "int8|none|tween|bicameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1816,
        "total_correct": 613,
        "total_train": 83,
        "infer_ms": 457.047525,
        "train_ms": 1850.086222,
        "blocked_train": 1850086222,
        "duration": 2041781695,
        "avg_accuracy": 34.12405303030303,
        "soft_acc": 25.00013967501691,
        "adapt_pct": 25.00019913482143,
        "stability": 99.99759150395717,
        "consistency": 100,
        "throughput": 889.4192775099788,
        "availability": 19.81018766659305,
        "score": 44.049153105668935,
        "zero_downtime": 4.952574586531235,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 23230704,
        "heap_mib": 22.154525756835938,
        "mobile_score": 2912.655112052586,
        "mobile_throughput": 58810.92876367155,
        "mobile_availability": 1309.905873545559,
        "mobile_accuracy": 1653.0802408797158,
        "soft_acc_blocks": [
          25.001521333333333,
          25.00135522222222,
          25.001043,
          24.99959266666667,
          25.00088377777778,
          24.99960814285714,
          24.99927275,
          25.000847875,
          25.000180285714286,
          25.001260285714288,
          24.99968966666667,
          24.99742483333333,
          24.996881333333334,
          24.997495100000002,
          24.9961074,
          24.997729,
          24.996477,
          24.996933285714285,
          24.9967016,
          24.997547363636365,
          24.996999600000002,
          25.000255799999998,
          25.00289442857143,
          25.00319325,
          25.003758666666666,
          25.002649,
          25.002645333333334,
          25.0025179,
          25.002369333333334,
          25.002915,
          25.00169716666667,
          25.0040222
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.073912101,
        "time_to_acc50_sec": 0.146444205,
        "acc_per_sec": 12.244276523899833,
        "mobile_acc_per_sec": 809.626340038138
      },
      "started": "2026-08-18T06:55:52.829808614+10:00",
      "ended": "2026-08-18T06:55:54.8746777+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|tween|bicameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 440,
        "total_correct": 91,
        "total_train": 33,
        "infer_ms": 518.689387,
        "train_ms": 1968.909441,
        "blocked_train": 1968909441,
        "duration": 2066425087,
        "avg_accuracy": 17.447916666666664,
        "soft_acc": 21.875020625,
        "adapt_pct": 18.7501425625,
        "stability": 91.73201924318629,
        "consistency": 87.5,
        "throughput": 212.92811569510337,
        "availability": 20.851006245931547,
        "score": 9.711996123282299,
        "zero_downtime": 4.561161916817564,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 23880944,
        "heap_mib": 22.774642944335938,
        "mobile_score": 80.26044297915308,
        "mobile_throughput": 1759.6490640514858,
        "mobile_availability": 172.31380414657417,
        "mobile_accuracy": 180.77631243403425,
        "soft_acc_blocks": [
          24.9991535,
          24.997913,
          24.99753,
          24.999319,
          24.999135999999996,
          0,
          25.000174,
          24.998588,
          25.000626,
          24.999398,
          24.997829,
          24.9991455,
          0,
          0,
          24.999469,
          25.0015415,
          25.0030465,
          24.9999755,
          25.001033,
          25.000859,
          24.997882,
          24.998809,
          25.0019995,
          25.0012935,
          25.002064,
          0,
          25.0025395,
          25.0000545,
          24.999568,
          24.999242,
          25.001204,
          25.0012675
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071330804,
        "time_to_acc50_sec": 1.074142727,
        "acc_per_sec": 10.585924823801756,
        "mobile_acc_per_sec": 87.48263538383681
      },
      "started": "2026-08-18T06:55:55.69455908+10:00",
      "ended": "2026-08-18T06:55:57.764732806+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|tween|bicameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 472,
        "total_correct": 162,
        "total_train": 31,
        "infer_ms": 534.675616,
        "train_ms": 1968.440848,
        "blocked_train": 1968440848,
        "duration": 2045700543,
        "avg_accuracy": 33.266129032258064,
        "soft_acc": 24.19468275806452,
        "adapt_pct": 25.000667937500005,
        "stability": 95.58267519762748,
        "consistency": 96.7741935483871,
        "throughput": 230.72780696817753,
        "availability": 21.360397076594037,
        "score": 11.924198358259675,
        "zero_downtime": 5.168080308544815,
        "weight_bytes": 63452,
        "weight_mib": 0.060512542724609375,
        "heap_bytes": 23021376,
        "heap_mib": 21.95489501953125,
        "mobile_score": 197.05333508337793,
        "mobile_throughput": 3812.8922795099243,
        "mobile_availability": 352.99123313664927,
        "mobile_accuracy": 399.8292200044169,
        "soft_acc_blocks": [
          25.0023465,
          25.0037535,
          25.0036815,
          25.002828,
          25.002923,
          25.002702,
          25.0042815,
          0,
          25.0034565,
          25.002975,
          25.0024175,
          24.9999585,
          25.001597,
          25.0006235,
          24.9997735,
          24.9992445,
          25.0012465,
          25.001609,
          24.999786,
          25.001221,
          25.0014255,
          24.998885,
          25.000252,
          25.0000165,
          25.0015935,
          24.9989635,
          24.9992875,
          24.9982605,
          25.000068,
          24.999417,
          25.000572
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.067601853,
        "time_to_acc50_sec": 0.125765025,
        "acc_per_sec": 11.827089180209754,
        "mobile_acc_per_sec": 195.4485574013053
      },
      "started": "2026-08-18T06:55:58.56912307+10:00",
      "ended": "2026-08-18T06:56:00.617938242+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|tween|bicameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 400,
        "total_correct": 102,
        "total_train": 31,
        "infer_ms": 458.788669,
        "train_ms": 1962.984916,
        "blocked_train": 1962984916,
        "duration": 2064734153,
        "avg_accuracy": 21.336206896551722,
        "soft_acc": 20.6897253362069,
        "adapt_pct": 21.8758494375,
        "stability": 90.55647549701763,
        "consistency": 82.75862068965517,
        "throughput": 193.72954112218824,
        "availability": 18.94432542503762,
        "score": 7.593285346769763,
        "zero_downtime": 3.919528897237494,
        "weight_bytes": 31736,
        "weight_mib": 0.03026580810546875,
        "heap_bytes": 24043984,
        "heap_mib": 22.930130004882812,
        "mobile_score": 250.88658859889244,
        "mobile_throughput": 6400.937336518139,
        "mobile_availability": 625.9315911546586,
        "mobile_accuracy": 683.6006249728538,
        "soft_acc_blocks": [
          24.998965,
          0,
          24.996211,
          0,
          24.999149,
          24.9982165,
          24.9986385,
          24.99915,
          0,
          24.99858,
          0,
          25.0022735,
          25.001054,
          25.001045,
          25.0015325,
          24.9997295,
          24.999068,
          25.001301,
          25.000045,
          25.0000885,
          25.002948,
          25.000332,
          25.0030955,
          24.999221,
          24.9997745,
          24.999271,
          25.00090475,
          25.001441,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.798143661,
        "time_to_acc50_sec": 0.798143661,
        "acc_per_sec": 10.020527488318688,
        "mobile_acc_per_sec": 331.08408846708016
      },
      "started": "2026-08-18T06:56:01.404794633+10:00",
      "ended": "2026-08-18T06:56:03.472772947+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|tween|bicameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 800,
        "total_correct": 135,
        "total_train": 52,
        "infer_ms": 423.592436,
        "train_ms": 1937.723246,
        "blocked_train": 1937723246,
        "duration": 2063312646,
        "avg_accuracy": 17.139423076923077,
        "soft_acc": 24.999011217307693,
        "adapt_pct": 24.9990313125,
        "stability": 99.99939180102226,
        "consistency": 100,
        "throughput": 387.72601987919967,
        "availability": 17.9388312722856,
        "score": 17.38769139308645,
        "zero_downtime": 4.484530442012577,
        "weight_bytes": 15878,
        "weight_mib": 0.015142440795898438,
        "heap_bytes": 22596520,
        "heap_mib": 21.549720764160156,
        "mobile_score": 1148.2753426248278,
        "mobile_throughput": 25605.2524890321,
        "mobile_availability": 1184.672373105438,
        "mobile_accuracy": 1650.9234907544799,
        "soft_acc_blocks": [
          24.99890975,
          24.99829725,
          24.9982395,
          24.9984645,
          24.99833775,
          24.9991745,
          24.99859325,
          25.000364,
          24.99786175,
          25.000067,
          24.9988005,
          24.99931175,
          24.99921475,
          24.998585,
          24.9986395,
          24.99913225,
          24.99833225,
          24.99951425,
          24.999202,
          24.99929,
          24.999357800000002,
          24.999806,
          24.999194600000003,
          24.998379,
          24.99947375,
          24.999749
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.372529667,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.115958900252721,
        "mobile_acc_per_sec": 800.1324927441364
      },
      "started": "2026-08-18T06:56:04.354941243+10:00",
      "ended": "2026-08-18T06:56:06.421197998+10:00"
    },
    {
      "cell": {
        "id": "int4|none|tween|bicameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1288,
        "total_correct": 288,
        "total_train": 65,
        "infer_ms": 318.867901,
        "train_ms": 1878.058354,
        "blocked_train": 1878058354,
        "duration": 2088262183,
        "avg_accuracy": 22.59698275862069,
        "soft_acc": 24.999821181034488,
        "adapt_pct": 24.999219991666664,
        "stability": 99.99889900167828,
        "consistency": 100,
        "throughput": 616.7807904990444,
        "availability": 14.5142742171835,
        "score": 22.380153732003293,
        "zero_downtime": 3.6285426000208685,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 36291424,
        "heap_mib": 34.610198974609375,
        "mobile_score": 2959.6786580513412,
        "mobile_throughput": 81566.5953056282,
        "mobile_availability": 1919.4500695620388,
        "mobile_accuracy": 3306.1183623060183,
        "soft_acc_blocks": [
          25.0002185,
          25.00057166666667,
          25.0004308,
          25.0009598,
          25.0005595,
          25.000153,
          25.001017666666666,
          25.000148166666666,
          25.000082833333334,
          25.000606666666666,
          24.99932375,
          24.997702333333333,
          24.9985616,
          24.997344833333333,
          24.9984435,
          24.99831725,
          24.998009666666665,
          24.99872225,
          24.998699600000002,
          24.999320166666667,
          25.0002185,
          25.00061275,
          25.000676,
          25.0004512,
          25.0002711,
          25.001240499999998,
          25.001409799999998,
          25.00028225,
          25.000458599999998
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.227685511,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.971591203705904,
        "mobile_acc_per_sec": 1583.1912243684098
      },
      "started": "2026-08-18T06:56:07.13266354+10:00",
      "ended": "2026-08-18T06:56:09.224515196+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|tween|bicameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 368,
        "total_correct": 161,
        "total_train": 23,
        "infer_ms": 462.691276,
        "train_ms": 1954.912799,
        "blocked_train": 1954912799,
        "duration": 2041453782,
        "avg_accuracy": 43.08333333333333,
        "soft_acc": 24.002043873333328,
        "adapt_pct": 25.002183187500002,
        "stability": 95.1006026002899,
        "consistency": 96,
        "throughput": 180.2636940619212,
        "availability": 19.138422241449934,
        "score": 8.280615588900105,
        "zero_downtime": 4.593612503056597,
        "weight_bytes": 7949,
        "weight_mib": 0.007580757141113281,
        "heap_bytes": 23228944,
        "heap_mib": 22.152847290039062,
        "mobile_score": 1092.320388947857,
        "mobile_throughput": 23779.114764709157,
        "mobile_availability": 2524.605640992654,
        "mobile_accuracy": 3166.1802939394097,
        "soft_acc_blocks": [
          24.9969965,
          24.998138,
          24.9978895,
          24.997480333333332,
          25.000648,
          24.999878,
          25.001494,
          25.000779,
          25.0039265,
          25.000801,
          25.002051,
          25.0019905,
          25.0004445,
          0,
          25.003263,
          25.0051405,
          25.003425,
          25.002838,
          25.007164,
          25.0049745,
          25.005003,
          25.0057735,
          25.0038675,
          25.0038045,
          25.0033265
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.128120542,
        "time_to_acc50_sec": 1.035749155,
        "acc_per_sec": 11.757329058813504,
        "mobile_acc_per_sec": 1550.943901770591
      },
      "started": "2026-08-18T06:56:09.940278491+10:00",
      "ended": "2026-08-18T06:56:11.984798777+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|tween|bicameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 632,
        "total_correct": 162,
        "total_train": 36,
        "infer_ms": 477.621086,
        "train_ms": 1942.560375,
        "blocked_train": 1942560375,
        "duration": 2035175252,
        "avg_accuracy": 24.96527777777778,
        "soft_acc": 24.166666666666668,
        "adapt_pct": 25,
        "stability": 95.51236266072125,
        "consistency": 96.66666666666667,
        "throughput": 310.5383673366327,
        "availability": 19.734928710785624,
        "score": 14.810426974934497,
        "zero_downtime": 4.76927443843986,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 24016352,
        "heap_mib": 22.903778076171875,
        "mobile_score": 1958.6149925172047,
        "mobile_throughput": 41067.3576829836,
        "mobile_availability": 2609.8590752731425,
        "mobile_accuracy": 3195.937276663724,
        "soft_acc_blocks": [
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.070395858,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.87448925733432,
        "mobile_acc_per_sec": 1570.3499114010078
      },
      "started": "2026-08-18T06:56:12.880892568+10:00",
      "ended": "2026-08-18T06:56:14.924910459+10:00"
    },
    {
      "cell": {
        "id": "int2|none|tween|bicameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1312,
        "total_correct": 247,
        "total_train": 68,
        "infer_ms": 326.04965,
        "train_ms": 1935.657472,
        "blocked_train": 1935657472,
        "duration": 2055249434,
        "avg_accuracy": 19.398899711399714,
        "soft_acc": 24.999917204365087,
        "adapt_pct": 25.00072754047619,
        "stability": 99.99723421281801,
        "consistency": 100,
        "throughput": 638.3653381898949,
        "availability": 14.416086275206059,
        "score": 23.006748281530953,
        "zero_downtime": 3.604009632911353,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 24678096,
        "heap_mib": 23.534866333007812,
        "mobile_score": 6084.31881111087,
        "mobile_throughput": 168820.8254370258,
        "mobile_availability": 3812.449453243498,
        "mobile_accuracy": 6611.428293186463,
        "soft_acc_blocks": [
          24.99734625,
          24.995405333333334,
          24.99628583333333,
          24.9964195,
          24.99498375,
          24.9957842,
          24.99893942857143,
          24.995326,
          24.998875,
          24.996312142857143,
          24.9982888,
          25.002877,
          25.002469833333333,
          25.0023588,
          25.00572975,
          25.0022,
          25.002691714285714,
          24.9998398,
          25.001374714285713,
          25.000095,
          25.000416833333333,
          25.001931142857142,
          25.0027465,
          25.000778071428574,
          25.00222325,
          25.00158725,
          25.000714,
          25.001429333333334,
          25.0013584,
          25.0007285
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.810525462,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.163933384820039,
        "mobile_acc_per_sec": 3216.849587117543
      },
      "started": "2026-08-18T06:56:15.701691245+10:00",
      "ended": "2026-08-18T06:56:17.760291922+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|tween|bicameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 424,
        "total_correct": 129,
        "total_train": 29,
        "infer_ms": 547.558088,
        "train_ms": 2007.776817,
        "blocked_train": 2007776817,
        "duration": 2119221970,
        "avg_accuracy": 27.217741935483872,
        "soft_acc": 22.580645177419356,
        "adapt_pct": 21.875878874999998,
        "stability": 92.60874874773948,
        "consistency": 90.32258064516128,
        "throughput": 200.07342600360076,
        "availability": 21.4280361814257,
        "score": 9.680730419633738,
        "zero_downtime": 4.838588818616778,
        "weight_bytes": 3985,
        "weight_mib": 0.0038003921508789062,
        "heap_bytes": 22578600,
        "heap_mib": 21.532630920410156,
        "mobile_score": 2547.2977617309575,
        "mobile_throughput": 52645.468693890005,
        "mobile_availability": 5638.37502308021,
        "mobile_accuracy": 5941.6618814448375,
        "soft_acc_blocks": [
          24.9987405,
          24.99946,
          24.998486,
          24.998173,
          24.9992,
          24.9981105,
          24.998489,
          24.9995375,
          24.9998495,
          24.998755,
          24.999406,
          24.9993485,
          25.0006175,
          0,
          25.0000665,
          25.0000745,
          24.998797,
          24.9993545,
          24.9988945,
          24.999206,
          24.9989895,
          25.00302,
          25.002745,
          25.002244,
          25.0014455,
          25.001978,
          25.0017715,
          25.0016515,
          0,
          0,
          25.0015895
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.254983377,
        "time_to_acc50_sec": 1.431117164,
        "acc_per_sec": 10.655158117966923,
        "mobile_acc_per_sec": 2803.6996433388417
      },
      "started": "2026-08-18T06:56:18.461962483+10:00",
      "ended": "2026-08-18T06:56:20.584308146+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|tween|bicameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1232,
        "total_correct": 362,
        "total_train": 66,
        "infer_ms": 390.869122,
        "train_ms": 1926.089157,
        "blocked_train": 1926089157,
        "duration": 2068095504,
        "avg_accuracy": 27.901528035456607,
        "soft_acc": 24.999840149600598,
        "adapt_pct": 24.999470099107146,
        "stability": 99.99612782393854,
        "consistency": 100,
        "throughput": 595.717169549052,
        "availability": 16.869924915898757,
        "score": 25.124099158592017,
        "zero_downtime": 4.217454262332332,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 23893880,
        "heap_mib": 22.78697967529297,
        "mobile_score": 6644.269205376994,
        "mobile_throughput": 157542.175731921,
        "mobile_availability": 4461.386731050052,
        "mobile_accuracy": 6611.407915436973,
        "soft_acc_blocks": [
          24.99859925,
          25.000863666666664,
          24.997011999999998,
          24.999714,
          24.996439,
          24.99783383333333,
          24.99943,
          24.999879,
          24.998876666666664,
          24.999014,
          24.99537275,
          24.995676666666668,
          24.9950815,
          24.994543333333336,
          24.9961245,
          24.9964403,
          24.99454425,
          24.996659,
          24.99905014285714,
          25.005154,
          25.004469800000003,
          25.006412599999997,
          25.005328,
          25.00391775,
          25.005143833333335,
          25.005318777777777,
          25.00529675,
          25.003328818181817
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.07379632,
        "time_to_acc50_sec": 1.435754604,
        "acc_per_sec": 12.08833929634644,
        "mobile_acc_per_sec": 3196.8581250960315
      },
      "started": "2026-08-18T06:56:21.348258122+10:00",
      "ended": "2026-08-18T06:56:23.421057367+10:00"
    },
    {
      "cell": {
        "id": "binary|none|tween|bicameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1120,
        "total_correct": 263,
        "total_train": 65,
        "infer_ms": 289.078206,
        "train_ms": 1929.29259,
        "blocked_train": 1929292590,
        "duration": 2023790171,
        "avg_accuracy": 20.32848324514991,
        "soft_acc": 23.149422037654322,
        "adapt_pct": 21.872682496875,
        "stability": 93.45234848334276,
        "consistency": 92.5925925925926,
        "throughput": 553.4170567922973,
        "availability": 13.03110402107908,
        "score": 16.69451876157956,
        "zero_downtime": 3.016625266005339,
        "weight_bytes": 1983,
        "weight_mib": 0.0018911361694335938,
        "heap_bytes": 23285224,
        "heap_mib": 22.206520080566406,
        "mobile_score": 8827.771913737795,
        "mobile_throughput": 292637.3392551891,
        "mobile_availability": 6890.621749877468,
        "mobile_accuracy": 12241.012789992647,
        "soft_acc_blocks": [
          25.0155666,
          25.0039504,
          25.0135268,
          0,
          25.01328675,
          25.010758000000003,
          25.008075333333334,
          25.00617075,
          25.0189505,
          25.004164,
          25.0092762,
          24.994554400000002,
          24.99728,
          24.994075,
          25.0016042,
          24.998919,
          25.001103,
          25.00192625,
          0,
          24.989481,
          25.002037,
          24.984667375,
          24.979208399999997,
          24.99405175,
          25.000666375,
          24.9951166,
          24.995979333333334
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.76531487,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.438647330822679,
        "mobile_acc_per_sec": 6048.558277138034
      },
      "started": "2026-08-18T06:56:24.10572546+10:00",
      "ended": "2026-08-18T06:56:26.132587136+10:00"
    },
    {
      "cell": {
        "id": "int|none|tween|bicameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 400,
        "total_correct": 93,
        "total_train": 25,
        "infer_ms": 623.1392,
        "train_ms": 1985.944147,
        "blocked_train": 1985944147,
        "duration": 2085873544,
        "avg_accuracy": 21.839080459770113,
        "soft_acc": 23.275968425287353,
        "adapt_pct": 21.875781854166668,
        "stability": 93.66508359981373,
        "consistency": 93.10344827586206,
        "throughput": 191.76617928282232,
        "availability": 23.88345319502743,
        "score": 10.660483307885258,
        "zero_downtime": 5.559105024542868,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 24211152,
        "heap_mib": 23.089553833007812,
        "mobile_score": 88.11267928686698,
        "mobile_throughput": 1585.0155537241826,
        "mobile_availability": 197.40521990027966,
        "mobile_accuracy": 192.3841426055785,
        "soft_acc_blocks": [
          24.997482,
          24.9988155,
          24.997143,
          24.999156,
          24.998931,
          24.999688,
          25.0008,
          24.997554,
          0,
          24.9993105,
          0,
          25.001894,
          24.998777,
          25.000562,
          25.0022465,
          25.0020695,
          24.999799,
          24.99992,
          25.0004925,
          25.0006565,
          25.0016825,
          25.000056,
          25.00036233333333,
          25.002921,
          25.000396,
          25.003883,
          25.0000425,
          24.9999365,
          24.9985075
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.860425421,
        "time_to_acc50_sec": 1.113179531,
        "acc_per_sec": 11.158858835062416,
        "mobile_acc_per_sec": 92.23192995518356
      },
      "started": "2026-08-18T06:56:26.838190502+10:00",
      "ended": "2026-08-18T06:56:28.927616957+10:00"
    },
    {
      "cell": {
        "id": "uint|none|tween|bicameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 376,
        "total_correct": 34,
        "total_train": 25,
        "infer_ms": 551.666522,
        "train_ms": 1971.450737,
        "blocked_train": 1971450737,
        "duration": 2032496093,
        "avg_accuracy": 8.258928571428571,
        "soft_acc": 23.21311785119048,
        "adapt_pct": 21.87438972916667,
        "stability": 93.56183936459601,
        "consistency": 92.85714285714286,
        "throughput": 184.99420554605712,
        "availability": 21.86448212155803,
        "score": 9.38924771115701,
        "zero_downtime": 5.075428002429738,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 22786304,
        "heap_mib": 21.730712890625,
        "mobile_score": 77.59323325221598,
        "mobile_throughput": 1528.8017722854133,
        "mobile_availability": 180.6892216914255,
        "mobile_accuracy": 191.8344177668572,
        "soft_acc_blocks": [
          24.997741,
          24.9974,
          24.9984085,
          24.999266,
          24.999142,
          24.998498,
          24.9973885,
          24.999694,
          24.997262,
          24.997037,
          24.997185,
          25.000033333333334,
          0,
          25.0008375,
          25.001565,
          25.000975,
          25.0004795,
          25.0002095,
          24.999896,
          24.998297,
          24.998361,
          24.998425,
          24.997599,
          24.9981615,
          0,
          24.997601,
          24.9978485,
          24.997989
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.331340735,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.420990146616965,
        "mobile_acc_per_sec": 94.38365880630364
      },
      "started": "2026-08-18T06:56:29.612064061+10:00",
      "ended": "2026-08-18T06:56:31.647856502+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|tween|bicameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 408,
        "total_correct": 51,
        "total_train": 25,
        "infer_ms": 589.857496,
        "train_ms": 1953.646553,
        "blocked_train": 1953646553,
        "duration": 2186359815,
        "avg_accuracy": 11.92528735632184,
        "soft_acc": 24.99815471264368,
        "adapt_pct": 24.9980799375,
        "stability": 99.99884737378756,
        "consistency": 100,
        "throughput": 186.61155277407988,
        "availability": 23.19074334605079,
        "score": 10.818352986735725,
        "zero_downtime": 5.797257900657896,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 36922504,
        "heap_mib": 35.21204376220703,
        "mobile_score": 89.40343385627344,
        "mobile_throughput": 1542.1676142116703,
        "mobile_availability": 191.6495136883181,
        "mobile_accuracy": 206.58605557804813,
        "soft_acc_blocks": [
          24.9972695,
          24.996833,
          24.999975,
          24.996287,
          24.9978575,
          24.9989665,
          24.998348,
          24.996327,
          24.998155,
          24.996298,
          24.997901,
          24.998397,
          24.9991895,
          24.998275,
          24.997037,
          24.998654666666667,
          24.997989,
          24.997055,
          24.99912,
          24.9981665,
          24.998357,
          24.9972105,
          24.996651,
          24.9994475,
          25.000138,
          24.999667,
          24.998557,
          24.9978745,
          25.000483
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.628989396,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.433687420130195,
        "mobile_acc_per_sec": 94.48858973748021
      },
      "started": "2026-08-18T06:56:32.371634835+10:00",
      "ended": "2026-08-18T06:56:34.562216986+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|tween|bicameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 392,
        "total_correct": 74,
        "total_train": 28,
        "infer_ms": 534.084105,
        "train_ms": 1953.860454,
        "blocked_train": 1953860454,
        "duration": 2037907073,
        "avg_accuracy": 18.287037037037038,
        "soft_acc": 23.147257981481484,
        "adapt_pct": 21.8733438125,
        "stability": 93.45296615433223,
        "consistency": 92.5925925925926,
        "throughput": 192.35420750708587,
        "availability": 21.46688128833019,
        "score": 9.558069784549792,
        "zero_downtime": 4.968994392388165,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 22552424,
        "heap_mib": 21.507667541503906,
        "mobile_score": 79.00084013119626,
        "mobile_throughput": 1589.8758157629436,
        "mobile_availability": 177.43139514592096,
        "mobile_accuracy": 191.3203050919877,
        "soft_acc_blocks": [
          24.999868,
          25.000949,
          25.0022565,
          25.001399,
          25.0006335,
          25.000105,
          24.999874,
          25.001592,
          25.000347,
          25.002507,
          0,
          25.001808,
          25.000704,
          25.0006125,
          25.0008705,
          25.001487,
          25.0026965,
          0,
          24.998307,
          24.995824,
          24.9936985,
          24.993902,
          24.9949685,
          24.9954035,
          24.9953635,
          24.995132,
          24.995657
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.147831807,
        "time_to_acc50_sec": 0.279194947,
        "acc_per_sec": 11.358348124974334,
        "mobile_acc_per_sec": 93.88077976016118
      },
      "started": "2026-08-18T06:56:35.21516441+10:00",
      "ended": "2026-08-18T06:56:37.255696686+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|tween|bicameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 360,
        "total_correct": 42,
        "total_train": 25,
        "infer_ms": 494.105015,
        "train_ms": 1994.996477,
        "blocked_train": 1994996477,
        "duration": 2106058455,
        "avg_accuracy": 11.728395061728396,
        "soft_acc": 22.221938345679014,
        "adapt_pct": 24.999190479166664,
        "stability": 92.14335822653068,
        "consistency": 88.88888888888889,
        "throughput": 170.9354263863488,
        "availability": 19.850737970631535,
        "score": 7.540335584268348,
        "zero_downtime": 4.4112187529960325,
        "weight_bytes": 253728,
        "weight_mib": 0.241973876953125,
        "heap_bytes": 25760000,
        "heap_mib": 24.566650390625,
        "mobile_score": 31.1617753090308,
        "mobile_throughput": 706.4209927894915,
        "mobile_availability": 82.03669842623964,
        "mobile_accuracy": 91.83610489484298,
        "soft_acc_blocks": [
          25.000241,
          0,
          25.0014405,
          25.0004315,
          25.000351,
          24.999364,
          24.999839,
          25.0001335,
          24.9991185,
          25.0007485,
          25.000333,
          25.001087,
          25.0014835,
          25.001521,
          25.001103,
          25.001531,
          0,
          25.0009375,
          0,
          24.99842633333333,
          24.9977855,
          24.996589,
          24.997071,
          24.997479,
          24.9982515,
          24.998386,
          24.9986835
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.804803598,
        "time_to_acc50_sec": 1.002264791,
        "acc_per_sec": 10.55143473958277,
        "mobile_acc_per_sec": 43.60567707739289
      },
      "started": "2026-08-18T06:56:38.181104955+10:00",
      "ended": "2026-08-18T06:56:40.290175592+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|tween|bicameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 320,
        "total_correct": 86,
        "total_train": 22,
        "infer_ms": 489.850069,
        "train_ms": 1989.977112,
        "blocked_train": 1989977112,
        "duration": 2069851024,
        "avg_accuracy": 21.428571428571427,
        "soft_acc": 19.64286748214286,
        "adapt_pct": 18.750075125000002,
        "stability": 89.74184694760139,
        "consistency": 78.57142857142857,
        "throughput": 154.60049843664495,
        "availability": 19.753395428243756,
        "score": 5.998705402007463,
        "zero_downtime": 3.8801332871935874,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 26541960,
        "heap_mib": 25.31238555908203,
        "mobile_score": 793.3028774896428,
        "mobile_throughput": 20445.248108046842,
        "mobile_availability": 2612.3012188884004,
        "mobile_accuracy": 2597.6843754515617,
        "soft_acc_blocks": [
          25.000071,
          25.0008015,
          0,
          0,
          25.001026,
          24.999484,
          24.998797,
          24.999767,
          25.002078,
          24.9998375,
          24.9986075,
          0,
          24.9986055,
          24.99909,
          24.9973665,
          0,
          24.9987065,
          24.997786,
          0,
          0,
          25.0015715,
          25.001353,
          25.000626,
          25.001504,
          25.0017715,
          24.999587,
          25.001945,
          24.9999075
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.139405364,
        "time_to_acc50_sec": 0.139405364,
        "acc_per_sec": 9.489990948325786,
        "mobile_acc_per_sec": 1255.0103100809256
      },
      "started": "2026-08-18T06:56:41.190745418+10:00",
      "ended": "2026-08-18T06:56:43.270091424+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|tween|bicameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 160,
        "total_correct": 34,
        "total_train": 12,
        "infer_ms": 537.742798,
        "train_ms": 1990.308572,
        "blocked_train": 1990308572,
        "duration": 2104772261,
        "avg_accuracy": 11.206896551724139,
        "soft_acc": 12.068613017241379,
        "adapt_pct": 15.624747312500002,
        "stability": 87.50779863857976,
        "consistency": 48.275862068965516,
        "throughput": 76.01772551106421,
        "availability": 21.271039203606055,
        "score": 1.9514657837683598,
        "zero_downtime": 2.5671194062289175,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 26537640,
        "heap_mib": 25.308265686035156,
        "mobile_score": 172.04138100560718,
        "mobile_throughput": 6701.728816671403,
        "mobile_availability": 1875.2565330385423,
        "mobile_accuracy": 1063.9698976935342,
        "soft_acc_blocks": [
          24.999556,
          24.998101,
          0,
          24.9977545,
          0,
          0,
          0,
          24.9970115,
          0,
          24.995358,
          25.00274,
          0,
          25.000139,
          0,
          25.001335,
          25.001346,
          0,
          0,
          0,
          25.000712,
          0,
          24.9990295,
          0,
          0,
          24.99722,
          0,
          24.999167,
          25.000308,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.791352218,
        "time_to_acc50_sec": 0.791352218,
        "acc_per_sec": 5.733928197774448,
        "mobile_acc_per_sec": 505.5035727181385
      },
      "started": "2026-08-18T06:56:44.170732396+10:00",
      "ended": "2026-08-18T06:56:46.280557147+10:00"
    },
    {
      "cell": {
        "id": "int6|none|tween|bicameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 168,
        "total_correct": 64,
        "total_train": 12,
        "infer_ms": 569.519818,
        "train_ms": 2003.105002,
        "blocked_train": 2003105002,
        "duration": 2117940518,
        "avg_accuracy": 18.53448275862069,
        "soft_acc": 12.069236982758621,
        "adapt_pct": 18.750524312499998,
        "stability": 87.50715274717665,
        "consistency": 48.275862068965516,
        "throughput": 79.32234100636815,
        "availability": 22.13769429465428,
        "score": 2.1193745923982426,
        "zero_downtime": 2.6718507869404595,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 23140400,
        "heap_mib": 22.068405151367188,
        "mobile_score": 186.84423512683534,
        "mobile_throughput": 6993.063985462712,
        "mobile_availability": 1951.6609158156557,
        "mobile_accuracy": 1064.0249065438963,
        "soft_acc_blocks": [
          24.996422,
          25.002423,
          0,
          24.997222,
          0,
          0,
          0,
          0,
          0,
          24.998306,
          0,
          24.997624,
          25.002028,
          0,
          24.9999305,
          0,
          0,
          25.000859,
          0,
          25.00138,
          0,
          25.001483,
          25.001749,
          0,
          25.000988,
          0,
          25.004124,
          25.003334,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.083649479,
        "time_to_acc50_sec": 0.149724147,
        "acc_per_sec": 5.698572212101483,
        "mobile_acc_per_sec": 502.3865861675235
      },
      "started": "2026-08-18T06:56:46.969272109+10:00",
      "ended": "2026-08-18T06:56:49.091890327+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|tween|bicameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 168,
        "total_correct": 25,
        "total_train": 11,
        "infer_ms": 550.039855,
        "train_ms": 2014.63868,
        "blocked_train": 2014638680,
        "duration": 2094981342,
        "avg_accuracy": 8.928571428571429,
        "soft_acc": 14.285267660714284,
        "adapt_pct": 12.499294187500002,
        "stability": 87.62859525311542,
        "consistency": 57.14285714285714,
        "throughput": 80.19164497170019,
        "availability": 21.446736793467178,
        "score": 2.4568504768726194,
        "zero_downtime": 3.0637237554356784,
        "weight_bytes": 11914,
        "weight_mib": 0.011362075805664062,
        "heap_bytes": 25706008,
        "heap_mib": 24.515159606933594,
        "mobile_score": 216.2325369848232,
        "mobile_throughput": 7057.834003512296,
        "mobile_availability": 1887.5720563997515,
        "mobile_accuracy": 1257.2762147558453,
        "soft_acc_blocks": [
          25.003097,
          25.000175,
          0,
          24.9989285,
          0,
          24.998097,
          24.998764,
          0,
          24.9991405,
          0,
          0,
          0,
          0,
          24.9967985,
          0,
          24.999975,
          24.99749,
          0,
          24.997799,
          0,
          24.999019,
          25.000599,
          0,
          24.997937,
          25.001128,
          24.998811,
          24.999736,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.068245653,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.818804241510177,
        "mobile_acc_per_sec": 600.1371895539513
      },
      "started": "2026-08-18T06:56:49.872034909+10:00",
      "ended": "2026-08-18T06:56:51.971813795+10:00"
    },
    {
      "cell": {
        "id": "int5|none|tween|bicameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 200,
        "total_correct": 40,
        "total_train": 13,
        "infer_ms": 639.550523,
        "train_ms": 1972.654334,
        "blocked_train": 1972654334,
        "duration": 2036913691,
        "avg_accuracy": 14.351851851851851,
        "soft_acc": 16.666343537037033,
        "adapt_pct": 15.6253700625,
        "stability": 88.21511528282971,
        "consistency": 66.66666666666666,
        "throughput": 98.18776361693176,
        "availability": 24.48316874100353,
        "score": 4.006501629555902,
        "zero_downtime": 4.080449011128113,
        "weight_bytes": 9912,
        "weight_mib": 0.00945281982421875,
        "heap_bytes": 23604592,
        "heap_mib": 22.511093139648438,
        "mobile_score": 423.84195447066276,
        "mobile_throughput": 10387.140074897885,
        "mobile_availability": 2590.0386547383496,
        "mobile_accuracy": 1763.1081356630493,
        "soft_acc_blocks": [
          25.0001995,
          0,
          25.000328,
          25.000463,
          25.001667,
          24.999597,
          0,
          25.001342,
          0,
          25.0000795,
          0,
          25.001385,
          24.998772,
          24.999852,
          25.002806,
          25.000275,
          25.000563,
          0,
          25.000182,
          0,
          25.0001455,
          0,
          0,
          24.997035,
          24.991559,
          0,
          24.995025
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.068932631,
        "time_to_acc50_sec": 0.86464682,
        "acc_per_sec": 8.182154997865853,
        "mobile_acc_per_sec": 865.5782242778637
      },
      "started": "2026-08-18T06:56:52.750886921+10:00",
      "ended": "2026-08-18T06:56:54.792247375+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|tween|bicameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 168,
        "total_correct": 8,
        "total_train": 14,
        "infer_ms": 490.537416,
        "train_ms": 2001.801308,
        "blocked_train": 2001801308,
        "duration": 2425507496,
        "avg_accuracy": 2.455357142857143,
        "soft_acc": 12.497578482142858,
        "adapt_pct": 15.62244925,
        "stability": 87.5024213646795,
        "consistency": 50,
        "throughput": 69.26385520434607,
        "availability": 19.681811756819616,
        "score": 1.7037175890497165,
        "zero_downtime": 2.4597498710161516,
        "weight_bytes": 9932,
        "weight_mib": 0.009471893310546875,
        "heap_bytes": 22354112,
        "heap_mib": 21.31854248046875,
        "mobile_score": 179.87085930883967,
        "mobile_throughput": 7312.567079616631,
        "mobile_availability": 2077.917382674072,
        "mobile_accuracy": 1319.438265655601,
        "soft_acc_blocks": [
          24.993604,
          24.991769,
          24.996354,
          24.993517,
          0,
          24.9924625,
          0,
          24.9946895,
          0,
          24.9937485,
          0,
          24.996291,
          25.000401,
          0,
          0,
          0,
          25.0014985,
          0,
          24.996567,
          0,
          24.993794,
          24.992541,
          0,
          24.9949605,
          0,
          0,
          0,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.924156918,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.152562299952941,
        "mobile_acc_per_sec": 543.9844106157325
      },
      "started": "2026-08-18T06:56:55.509187701+10:00",
      "ended": "2026-08-18T06:56:57.939385501+10:00"
    },
    {
      "cell": {
        "id": "int3|none|tween|bicameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 232,
        "total_correct": 63,
        "total_train": 16,
        "infer_ms": 525.18928,
        "train_ms": 1986.4104,
        "blocked_train": 1986410400,
        "duration": 2062014947,
        "avg_accuracy": 17.78846153846154,
        "soft_acc": 16.346097557692307,
        "adapt_pct": 15.626012812499999,
        "stability": 88.10646679907865,
        "consistency": 65.38461538461539,
        "throughput": 112.5113085807326,
        "availability": 20.910548929517304,
        "score": 3.845702602782097,
        "zero_downtime": 3.418058727867883,
        "weight_bytes": 5947,
        "weight_mib": 0.005671501159667969,
        "heap_bytes": 22752168,
        "heap_mib": 21.698158264160156,
        "mobile_score": 678.0749037186548,
        "mobile_throughput": 19838.012091197288,
        "mobile_availability": 3686.9513627572787,
        "mobile_accuracy": 2882.146560056292,
        "soft_acc_blocks": [
          24.99771,
          0,
          24.99768,
          24.996309,
          24.999783,
          24.999754,
          0,
          24.9962925,
          0,
          24.997582,
          24.9995445,
          0,
          0,
          24.9992245,
          24.998157,
          24.998922,
          24.997573,
          0,
          25.0015305,
          0,
          25.00307,
          25.004733,
          25.005,
          25.0056715,
          0,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 1.058956666,
        "time_to_acc50_sec": 1.682561958,
        "acc_per_sec": 7.927244941397753,
        "mobile_acc_per_sec": 1397.7331077301312
      },
      "started": "2026-08-18T06:56:58.772048996+10:00",
      "ended": "2026-08-18T06:57:00.837937269+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|tween|bicameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 256,
        "total_correct": 43,
        "total_train": 16,
        "infer_ms": 594.336598,
        "train_ms": 2001.578706,
        "blocked_train": 2001578706,
        "duration": 2138247149,
        "avg_accuracy": 13.701923076923077,
        "soft_acc": 18.26927175,
        "adapt_pct": 15.625141187499999,
        "stability": 88.91097255070648,
        "consistency": 73.07692307692307,
        "throughput": 119.72423305684013,
        "availability": 22.89506892170932,
        "score": 5.007780154492136,
        "zero_downtime": 4.182762358656871,
        "weight_bytes": 5967,
        "weight_mib": 0.005690574645996094,
        "heap_bytes": 27937152,
        "heap_mib": 26.6429443359375,
        "mobile_score": 880.0130858516417,
        "mobile_throughput": 21039.040958908867,
        "mobile_availability": 4023.3316221971295,
        "mobile_accuracy": 3210.444091591755,
        "soft_acc_blocks": [
          24.99905,
          0,
          24.9995005,
          24.998282,
          24.998103,
          24.997751,
          0,
          25.000148,
          0,
          24.9986235,
          25.002396,
          25.001268,
          25.001947,
          25.001908,
          25.000713,
          25.0005925,
          0,
          24.999358,
          0,
          24.999484,
          25.0002535,
          0,
          24.9993165,
          0,
          24.998749,
          25.003622
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.864925883,
        "time_to_acc50_sec": 0.864925883,
        "acc_per_sec": 8.544041206155258,
        "mobile_acc_per_sec": 1501.437330615964
      },
      "started": "2026-08-18T06:57:01.592477942+10:00",
      "ended": "2026-08-18T06:57:03.753872599+10:00"
    },
    {
      "cell": {
        "id": "float64|none|tween|tricameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 760,
        "total_correct": 245,
        "total_train": 47,
        "infer_ms": 534.536766,
        "train_ms": 1909.12752,
        "blocked_train": 1909127520,
        "duration": 2020597941,
        "avg_accuracy": 32.26666666666667,
        "soft_acc": 25.001248882666665,
        "adapt_pct": 25.00220246875,
        "stability": 99.99848312672559,
        "consistency": 100,
        "throughput": 376.12628647135693,
        "availability": 21.874394492828458,
        "score": 20.56986444604896,
        "zero_downtime": 5.468871808728373,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 23584360,
        "heap_mib": 22.491798400878906,
        "mobile_score": 128.131036625441,
        "mobile_throughput": 2342.9153417153166,
        "mobile_availability": 136.25703996597338,
        "mobile_accuracy": 155.73442132634185,
        "soft_acc_blocks": [
          25.00044425,
          24.999244666666666,
          24.9990285,
          24.9991705,
          25.0000975,
          24.9992235,
          24.998514,
          24.999839,
          24.999695,
          25.00153675,
          25.00202925,
          25.0022655,
          25.003428,
          25.0023475,
          25.002302,
          25.0021984,
          25.00267675,
          25.00246266666667,
          25.002323333333333,
          25.0008975,
          25.004494,
          25.0014715,
          25.0019365,
          25.002082,
          25.0015135
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.083297656,
        "time_to_acc50_sec": 1.661434915,
        "acc_per_sec": 12.373193288662598,
        "mobile_acc_per_sec": 77.07343364374033
      },
      "started": "2026-08-18T06:57:04.552399075+10:00",
      "ended": "2026-08-18T06:57:06.576975083+10:00"
    },
    {
      "cell": {
        "id": "float32|none|tween|tricameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1552,
        "total_correct": 486,
        "total_train": 85,
        "infer_ms": 435.505119,
        "train_ms": 1877.018316,
        "blocked_train": 1877018316,
        "duration": 2086394434,
        "avg_accuracy": 30.753849515868747,
        "soft_acc": 25.000576841790043,
        "adapt_pct": 25.00087513809142,
        "stability": 99.99797897439005,
        "consistency": 100,
        "throughput": 743.8670151283582,
        "availability": 18.832462945397133,
        "score": 35.022928085665534,
        "zero_downtime": 4.708224369865646,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 23483720,
        "heap_mib": 22.39582061767578,
        "mobile_score": 436.32023857469375,
        "mobile_throughput": 9267.192986113883,
        "mobile_availability": 234.61729713706805,
        "mobile_accuracy": 311.4604702791659,
        "soft_acc_blocks": [
          25.000314166666666,
          25.002237285714283,
          25.000258545454543,
          24.9972378,
          25.000249666666665,
          25.001073875,
          24.999721500000003,
          25.000187666666665,
          24.998991571428572,
          24.998580125,
          25.000176538461538,
          24.998108600000002,
          24.997658666666666,
          24.99690885714286,
          24.99830575,
          24.998716692307692,
          25.002529,
          25.001641142857146,
          25.003332555555556,
          25.00364157142857,
          25.00243,
          25.002616714285715,
          25.00183157142857,
          25.001676428571425,
          25.00381416666667,
          25.00275742857143
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.077735949,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.982670407080871,
        "mobile_acc_per_sec": 149.28168193108107
      },
      "started": "2026-08-18T06:57:07.414873933+10:00",
      "ended": "2026-08-18T06:57:09.50445909+10:00"
    },
    {
      "cell": {
        "id": "float16|none|tween|tricameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 392,
        "total_correct": 154,
        "total_train": 26,
        "infer_ms": 515.574036,
        "train_ms": 1976.415059,
        "blocked_train": 1976415059,
        "duration": 2038927960,
        "avg_accuracy": 38.94230769230769,
        "soft_acc": 24.039611942307694,
        "adapt_pct": 21.8753893125,
        "stability": 95.1920760965213,
        "consistency": 96.15384615384616,
        "throughput": 192.2578961544085,
        "availability": 20.68925730993217,
        "score": 9.562171735841332,
        "zero_downtime": 4.973617171053221,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 23440296,
        "heap_mib": 22.354408264160156,
        "mobile_score": 238.2535830738894,
        "mobile_throughput": 4790.34824916845,
        "mobile_availability": 515.498970464296,
        "mobile_accuracy": 598.9772866651751,
        "soft_acc_blocks": [
          25.006774,
          25.0029705,
          25.0037775,
          25.001396,
          25.0008725,
          25.0029525,
          25.0036985,
          25.0013625,
          25.002951,
          25.00268,
          25.0037905,
          25.006173,
          25.0029385,
          25.0019595,
          25.0052725,
          25.005127,
          25.003692,
          25.0023045,
          0,
          24.993825,
          24.9991225,
          24.9945725,
          24.9927835,
          24.994811,
          24.997016,
          24.9970875
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.07361205,
        "time_to_acc50_sec": 0.07361205,
        "acc_per_sec": 11.790319429582835,
        "mobile_acc_per_sec": 293.77069637378224
      },
      "started": "2026-08-18T06:57:10.287369033+10:00",
      "ended": "2026-08-18T06:57:12.329483341+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|tween|tricameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 488,
        "total_correct": 98,
        "total_train": 36,
        "infer_ms": 428.499978,
        "train_ms": 1961.23123,
        "blocked_train": 1961231230,
        "duration": 2081765849,
        "avg_accuracy": 18.75,
        "soft_acc": 24.0736661728395,
        "adapt_pct": 21.874482750000002,
        "stability": 95.27876503728801,
        "consistency": 96.29629629629629,
        "throughput": 234.4163731163216,
        "availability": 17.93088597435264,
        "score": 10.118867869243727,
        "zero_downtime": 4.316621631298154,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 24233984,
        "heap_mib": 23.111328125,
        "mobile_score": 252.124370184871,
        "mobile_throughput": 5840.7799367175185,
        "mobile_availability": 446.77066560789837,
        "mobile_accuracy": 599.8257908195834,
        "soft_acc_blocks": [
          24.999099,
          25.000530666666666,
          24.999621,
          25.001523,
          24.998665,
          24.998880666666665,
          25.001457333333335,
          24.996223,
          0,
          25.0015875,
          25.002347,
          25.001878333333334,
          25.002717666666666,
          25.002527,
          25.003583666666668,
          25.0021785,
          25.00152,
          25.001136,
          24.9991485,
          24.9968875,
          24.9974135,
          24.99659966666667,
          24.996589,
          24.997120666666664,
          24.997008,
          24.995186,
          24.9975585
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.209469921,
        "time_to_acc50_sec": 0.288858939,
        "acc_per_sec": 11.564060475102693,
        "mobile_acc_per_sec": 288.13316882286097
      },
      "started": "2026-08-18T06:57:13.094853109+10:00",
      "ended": "2026-08-18T06:57:15.179840879+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|tween|tricameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 440,
        "total_correct": 107,
        "total_train": 30,
        "infer_ms": 501.980365,
        "train_ms": 1960.290811,
        "blocked_train": 1960290811,
        "duration": 2015185662,
        "avg_accuracy": 23.333333333333336,
        "soft_acc": 24,
        "adapt_pct": 25,
        "stability": 95.10102051443364,
        "consistency": 96,
        "throughput": 218.3421648421792,
        "availability": 20.38688386124372,
        "score": 10.683159255960094,
        "zero_downtime": 4.892852126698493,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 25720208,
        "heap_mib": 24.528701782226562,
        "mobile_score": 532.3688052455856,
        "mobile_throughput": 10880.541480921627,
        "mobile_availability": 1015.9299083588772,
        "mobile_accuracy": 1195.9806102081552,
        "soft_acc_blocks": [
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          0,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.068527945,
        "time_to_acc50_sec": 1.8485106089999999,
        "acc_per_sec": 11.90957262775523,
        "mobile_acc_per_sec": 593.4840807775433
      },
      "started": "2026-08-18T06:57:16.041406196+10:00",
      "ended": "2026-08-18T06:57:18.060694246+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|tween|tricameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 424,
        "total_correct": 149,
        "total_train": 26,
        "infer_ms": 519.937824,
        "train_ms": 2019.019977,
        "blocked_train": 2019019977,
        "duration": 2097289259,
        "avg_accuracy": 33.81410256410256,
        "soft_acc": 24.039952602564103,
        "adapt_pct": 21.876391625,
        "stability": 95.19200938755093,
        "consistency": 96.15384615384616,
        "throughput": 202.16572329282118,
        "availability": 20.47839565491069,
        "score": 9.952611702682525,
        "zero_downtime": 4.922996609206076,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 23663992,
        "heap_mib": 22.56774139404297,
        "mobile_score": 495.9637757224613,
        "mobile_throughput": 10074.428546121722,
        "mobile_availability": 1020.4901721435049,
        "mobile_accuracy": 1197.9715492912392,
        "soft_acc_blocks": [
          25.00247,
          25.002556,
          25.0010775,
          25.0006475,
          25.00187,
          25.0006695,
          25.0001405,
          25.001017,
          25.0010535,
          25.003093,
          0,
          24.999389,
          25.0024915,
          25.002778666666668,
          25.0016265,
          24.999931,
          25.0019125,
          25.002010666666667,
          25.0010365,
          25.0016925,
          25.00154,
          25.0018905,
          25.0008805,
          25.003319,
          25.001578,
          25.00209633333333
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.07042065,
        "time_to_acc50_sec": 0.07042065,
        "acc_per_sec": 11.462392466562527,
        "mobile_acc_per_sec": 571.1999640252004
      },
      "started": "2026-08-18T06:57:19.036837995+10:00",
      "ended": "2026-08-18T06:57:21.138204329+10:00"
    },
    {
      "cell": {
        "id": "int64|none|tween|tricameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 384,
        "total_correct": 63,
        "total_train": 25,
        "infer_ms": 577.104125,
        "train_ms": 1969.128349,
        "blocked_train": 1969128349,
        "duration": 2112200376,
        "avg_accuracy": 15.705128205128204,
        "soft_acc": 23.07678325320513,
        "adapt_pct": 24.99962715625,
        "stability": 93.33830641077903,
        "consistency": 92.3076923076923,
        "throughput": 181.8009334546203,
        "availability": 22.66502100232031,
        "score": 9.50883925069223,
        "zero_downtime": 5.230357770998878,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 24021272,
        "heap_mib": 22.908470153808594,
        "mobile_score": 59.2311842156987,
        "mobile_throughput": 1132.4499548409842,
        "mobile_availability": 141.1819044204984,
        "mobile_accuracy": 143.74679852505002,
        "soft_acc_blocks": [
          24.9990785,
          24.998568,
          24.997884,
          25.000067,
          24.9997185,
          24.9995935,
          0,
          25.00073,
          0,
          24.9993915,
          25.00012075,
          24.998855,
          25.0005175,
          24.9986105,
          25.000181,
          25.000097,
          25.0010725,
          24.998756,
          24.998695,
          25.0007465,
          24.999935,
          24.999551,
          24.9997335,
          25.002988,
          25.000939333333335,
          25.000535
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.772080328,
        "time_to_acc50_sec": 1.850156647,
        "acc_per_sec": 10.92547066813188,
        "mobile_acc_per_sec": 68.05547435668576
      },
      "started": "2026-08-18T06:57:21.960546178+10:00",
      "ended": "2026-08-18T06:57:24.0772054+10:00"
    },
    {
      "cell": {
        "id": "int32|none|tween|tricameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 368,
        "total_correct": 169,
        "total_train": 23,
        "infer_ms": 659.439284,
        "train_ms": 1885.526324,
        "blocked_train": 1885526324,
        "duration": 2048611277,
        "avg_accuracy": 42.01388888888889,
        "soft_acc": 22.918972076388886,
        "adapt_pct": 25.001843625000003,
        "stability": 93.08966948096473,
        "consistency": 91.66666666666666,
        "throughput": 179.63388375900266,
        "availability": 25.911520451477944,
        "score": 10.667835069024008,
        "zero_downtime": 5.938654136842025,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 23502664,
        "heap_mib": 22.41388702392578,
        "mobile_score": 132.9012905776176,
        "mobile_throughput": 2237.9025199182583,
        "mobile_availability": 322.8091254268717,
        "mobile_accuracy": 285.5275646798255,
        "soft_acc_blocks": [
          25.0034725,
          0,
          25.004289,
          25.005452,
          25.0043645,
          25.003625,
          0,
          25.0046845,
          25.0047085,
          25.0025495,
          24.996663,
          25.002101,
          24.997087,
          24.997898,
          25.000595333333333,
          24.9999375,
          25.0036805,
          25.0030455,
          25.0035415,
          25.006081,
          25.003341,
          25.001446,
          25.0023485,
          25.0044185
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.06780654,
        "time_to_acc50_sec": 0.243574701,
        "acc_per_sec": 11.187565124581166,
        "mobile_acc_per_sec": 139.37615587958393
      },
      "started": "2026-08-18T06:57:24.856587382+10:00",
      "ended": "2026-08-18T06:57:26.909081204+10:00"
    },
    {
      "cell": {
        "id": "int16|none|tween|tricameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 344,
        "total_correct": 46,
        "total_train": 24,
        "infer_ms": 540.575866,
        "train_ms": 2043.309624,
        "blocked_train": 2043309624,
        "duration": 2155658421,
        "avg_accuracy": 12,
        "soft_acc": 22.99804776,
        "adapt_pct": 21.872561875,
        "stability": 93.21824360266758,
        "consistency": 92,
        "throughput": 159.58001353499225,
        "availability": 20.921045769717914,
        "score": 7.67808399323321,
        "zero_downtime": 4.811432098011185,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 24245384,
        "heap_mib": 23.12220001220703,
        "mobile_score": 191.30915790534422,
        "mobile_throughput": 3976.137540929285,
        "mobile_availability": 521.2742726220828,
        "mobile_accuracy": 573.0253998666894,
        "soft_acc_blocks": [
          24.995146,
          24.9975275,
          24.993155,
          24.992875,
          24.999423,
          24.9955905,
          24.9976395,
          24.9981005,
          24.993719,
          24.9910305,
          24.990644,
          24.98896,
          24.992144,
          24.989776,
          0,
          0,
          25.0069135,
          25.00583,
          25.003398,
          25.0021775,
          25.0025425,
          25.002423,
          25.005552,
          25.0031,
          25.003527
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 1.487970085,
        "time_to_acc50_sec": 1.487970085,
        "acc_per_sec": 10.668688293079063,
        "mobile_acc_per_sec": 265.8238403099437
      },
      "started": "2026-08-18T06:57:27.65649288+10:00",
      "ended": "2026-08-18T06:57:29.816359679+10:00"
    },
    {
      "cell": {
        "id": "int8|none|tween|tricameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1080,
        "total_correct": 124,
        "total_train": 66,
        "infer_ms": 269.933614,
        "train_ms": 1910.945334,
        "blocked_train": 1910945334,
        "duration": 2026438767,
        "avg_accuracy": 11.579389675980586,
        "soft_acc": 23.862415340440112,
        "adapt_pct": 24.99890181894841,
        "stability": 94.79279390711321,
        "consistency": 95.45454545454545,
        "throughput": 532.9546678574768,
        "availability": 12.377285509016705,
        "score": 15.740918847691814,
        "zero_downtime": 2.953519276033673,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 25762824,
        "heap_mib": 24.56934356689453,
        "mobile_score": 784.4097386958127,
        "mobile_throughput": 26558.47703656124,
        "mobile_availability": 616.7913948247648,
        "mobile_accuracy": 1189.1244191625003,
        "soft_acc_blocks": [
          24.9977092,
          24.998419000000002,
          24.998852833333334,
          24.99877425,
          24.99836475,
          0,
          24.99882014285714,
          24.996292714285715,
          24.99738511111111,
          24.997936000000003,
          24.997362285714285,
          24.998008,
          24.997788333333332,
          24.99736557142857,
          24.99750685714286,
          24.99925325,
          25.000236666666666,
          25.0009735,
          25.000317166666665,
          25.0006175,
          25.000280500000002,
          25.000873857142857
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 1.556866571,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.775542261149463,
        "mobile_acc_per_sec": 586.8050091258939
      },
      "started": "2026-08-18T06:57:30.598989728+10:00",
      "ended": "2026-08-18T06:57:32.629796612+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|tween|tricameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 360,
        "total_correct": 77,
        "total_train": 22,
        "infer_ms": 631.084241,
        "train_ms": 1980.376197,
        "blocked_train": 1980376197,
        "duration": 2053240540,
        "avg_accuracy": 21.467391304347824,
        "soft_acc": 25.00026120652174,
        "adapt_pct": 25.0003814375,
        "stability": 99.9990910831618,
        "consistency": 100,
        "throughput": 175.33259887806423,
        "availability": 24.16595066181891,
        "score": 10.592808010004529,
        "zero_downtime": 6.041550788493896,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 23214632,
        "heap_mib": 22.139198303222656,
        "mobile_score": 65.97389078105553,
        "mobile_throughput": 1092.0025849439598,
        "mobile_availability": 150.5098353597495,
        "mobile_accuracy": 155.7060697011745,
        "soft_acc_blocks": [
          25.000435,
          25.001558,
          25.001763,
          25.000846,
          25.00130125,
          25.001233,
          25.0004125,
          25.001324,
          25.000363,
          25.000052,
          25.000035,
          25.0002025,
          24.9980685,
          24.9995465,
          25.000117,
          25.000632,
          24.999817,
          25.0009275,
          24.9995235,
          24.9982575,
          25.000269,
          24.999729,
          24.999595
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.153020912,
        "time_to_acc50_sec": 0.153020912,
        "acc_per_sec": 12.176002138805295,
        "mobile_acc_per_sec": 75.83430517165539
      },
      "started": "2026-08-18T06:57:33.63154797+10:00",
      "ended": "2026-08-18T06:57:35.689752459+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|tween|tricameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 352,
        "total_correct": 89,
        "total_train": 25,
        "infer_ms": 525.010113,
        "train_ms": 1988.244459,
        "blocked_train": 1988244459,
        "duration": 2049596954,
        "avg_accuracy": 22.222222222222225,
        "soft_acc": 21.874473368055558,
        "adapt_pct": 18.7490723125,
        "stability": 91.73222581815966,
        "consistency": 87.5,
        "throughput": 171.7410827104498,
        "availability": 20.88965116582707,
        "score": 7.847710802627829,
        "zero_downtime": 4.569501180948549,
        "weight_bytes": 84192,
        "weight_mib": 0.080291748046875,
        "heap_bytes": 23743864,
        "heap_mib": 22.64391326904297,
        "mobile_score": 97.73994206784823,
        "mobile_throughput": 2138.963055209433,
        "mobile_availability": 260.1718317756828,
        "mobile_accuracy": 272.43737868659997,
        "soft_acc_blocks": [
          24.9972135,
          25.003011,
          24.9998035,
          25.003501,
          24.9998075,
          24.997841,
          0,
          25.003370333333333,
          24.999134,
          24.9960275,
          24.999999,
          24.9974265,
          24.996196,
          24.9972385,
          24.996801,
          24.99707,
          24.9954335,
          24.997965,
          25.0020265,
          0,
          0,
          25.001338,
          25.003565,
          25.0025925
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.146805039,
        "time_to_acc50_sec": 0.146805039,
        "acc_per_sec": 10.672573124860117,
        "mobile_acc_per_sec": 132.9224158705497
      },
      "started": "2026-08-18T06:57:36.497299284+10:00",
      "ended": "2026-08-18T06:57:38.550916074+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|tween|tricameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 360,
        "total_correct": 71,
        "total_train": 25,
        "infer_ms": 513.858986,
        "train_ms": 1992.303207,
        "blocked_train": 1992303207,
        "duration": 2037224269,
        "avg_accuracy": 17.96875,
        "soft_acc": 22.915980354166667,
        "adapt_pct": 24.999017875,
        "stability": 93.09057167871971,
        "consistency": 91.66666666666666,
        "throughput": 176.71103053210288,
        "availability": 20.50382004146688,
        "score": 8.303035261554925,
        "zero_downtime": 4.698651372556238,
        "weight_bytes": 42108,
        "weight_mib": 0.040157318115234375,
        "heap_bytes": 23062112,
        "heap_mib": 21.993743896484375,
        "mobile_score": 206.76269360739568,
        "mobile_throughput": 4400.468926361506,
        "mobile_availability": 510.5873849102588,
        "mobile_accuracy": 570.6551490417656,
        "soft_acc_blocks": [
          25.0020985,
          24.998764,
          25.000698,
          25.0005245,
          25.0002495,
          0,
          25.003468,
          25.0027675,
          24.9968995,
          24.997215,
          24.997998,
          24.9958885,
          24.996477,
          24.998874,
          0,
          24.997513,
          24.998508,
          24.997416,
          24.9993465,
          25.0019925,
          24.998953,
          25.000385,
          24.9983045,
          24.999188
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.067008313,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.248629177883933,
        "mobile_acc_per_sec": 280.1140540711699
      },
      "started": "2026-08-18T06:57:39.669489506+10:00",
      "ended": "2026-08-18T06:57:41.711315381+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|tween|tricameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 712,
        "total_correct": 145,
        "total_train": 48,
        "infer_ms": 405.368626,
        "train_ms": 1936.636331,
        "blocked_train": 1936636331,
        "duration": 2025085698,
        "avg_accuracy": 20.598958333333332,
        "soft_acc": 23.956389068055554,
        "adapt_pct": 24.998098756249995,
        "stability": 95.00474733392666,
        "consistency": 95.83333333333334,
        "throughput": 351.5900589803089,
        "availability": 17.308615201193188,
        "score": 14.578749300524656,
        "zero_downtime": 4.146519199890446,
        "weight_bytes": 21066,
        "weight_mib": 0.020090103149414062,
        "heap_bytes": 24737736,
        "heap_mib": 23.59174346923828,
        "mobile_score": 725.6682154441727,
        "mobile_throughput": 17500.659721130563,
        "mobile_availability": 861.5493445934846,
        "mobile_accuracy": 1192.4472905831872,
        "soft_acc_blocks": [
          24.99749675,
          24.996395,
          24.995596,
          24.99639275,
          24.99752275,
          24.99709975,
          0,
          24.998778,
          24.9979315,
          24.99666075,
          24.99657175,
          24.99634275,
          24.99776875,
          24.99923925,
          24.99740125,
          24.9993135,
          24.996866,
          24.9989978,
          25.003282,
          24.9981375,
          24.998905833333335,
          24.99863275,
          24.99934225,
          24.998663
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.662290482,
        "time_to_acc50_sec": 1.55385413,
        "acc_per_sec": 11.829814951394495,
        "mobile_acc_per_sec": 588.8379399256353
      },
      "started": "2026-08-18T06:57:42.563133946+10:00",
      "ended": "2026-08-18T06:57:44.592180627+10:00"
    },
    {
      "cell": {
        "id": "int4|none|tween|tricameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 816,
        "total_correct": 279,
        "total_train": 47,
        "infer_ms": 338.153222,
        "train_ms": 1916.770953,
        "blocked_train": 1916770953,
        "duration": 2077854558,
        "avg_accuracy": 31.755952380952387,
        "soft_acc": 23.80976241190476,
        "adapt_pct": 21.875480751488094,
        "stability": 94.67597519897033,
        "consistency": 95.23809523809523,
        "throughput": 392.7127607937225,
        "availability": 14.996212544486113,
        "score": 14.022054874464143,
        "zero_downtime": 3.5705625776264007,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 24931072,
        "heap_mib": 23.776123046875,
        "mobile_score": 1397.5088120944883,
        "mobile_throughput": 39139.73727421713,
        "mobile_availability": 1494.5982858138077,
        "mobile_accuracy": 2373.0011815250873,
        "soft_acc_blocks": [
          25.000143,
          25.0007992,
          24.9992174,
          25.0009142,
          24.99979925,
          25.000593,
          24.99905457142857,
          24.999794833333336,
          25.00011425,
          25.000619,
          24.999424,
          25.0001895,
          25.001409666666667,
          25.00086,
          24.9984646,
          25.00214775,
          0,
          25.00149175,
          25.000254428571427,
          25.000677,
          24.99904325
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071609189,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.458820503212893,
        "mobile_acc_per_sec": 1142.0439281415229
      },
      "started": "2026-08-18T06:57:45.714753739+10:00",
      "ended": "2026-08-18T06:57:47.797014435+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|tween|tricameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 76,
        "total_train": 20,
        "infer_ms": 535.807334,
        "train_ms": 2026.613089,
        "blocked_train": 2026613089,
        "duration": 2117954379,
        "avg_accuracy": 22.65625,
        "soft_acc": 23.95766125,
        "adapt_pct": 24.999808562499997,
        "stability": 95.00448159225161,
        "consistency": 95.83333333333334,
        "throughput": 154.86641414574115,
        "availability": 20.91020385221149,
        "score": 7.75818138732396,
        "zero_downtime": 5.0095958055972805,
        "weight_bytes": 10545,
        "weight_mib": 0.010056495666503906,
        "heap_bytes": 24476024,
        "heap_mib": 23.34215545654297,
        "mobile_score": 771.4597255945575,
        "mobile_throughput": 15399.640121316706,
        "mobile_availability": 2079.27339161086,
        "mobile_accuracy": 2382.307122131816,
        "soft_acc_blocks": [
          24.9988485,
          25.0009665,
          25.0006815,
          24.996286,
          25.001201,
          24.99811,
          25.0002485,
          0,
          25.0014295,
          25.0012105,
          25.0004185,
          24.9992885,
          25.004209,
          25.000934,
          25.0026,
          25.005054,
          24.9986045,
          24.9952645,
          24.9971985,
          24.996003,
          24.99534,
          24.996931,
          24.995698,
          24.9973445
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.070756534,
        "time_to_acc50_sec": 1.282047242,
        "acc_per_sec": 11.31169844239596,
        "mobile_acc_per_sec": 1124.8151262146787
      },
      "started": "2026-08-18T06:57:48.726771397+10:00",
      "ended": "2026-08-18T06:57:50.849209257+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|tween|tricameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 368,
        "total_correct": 95,
        "total_train": 30,
        "infer_ms": 320.209513,
        "train_ms": 1980.137296,
        "blocked_train": 1980137296,
        "duration": 2078706120,
        "avg_accuracy": 22.048611111111114,
        "soft_acc": 21.875,
        "adapt_pct": 21.875,
        "stability": 91.73202715292315,
        "consistency": 87.5,
        "throughput": 177.03320178804302,
        "availability": 13.920053782638128,
        "score": 5.390681822317284,
        "zero_downtime": 3.0450117649520907,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 23480560,
        "heap_mib": 22.392807006835938,
        "mobile_score": 537.2625779410863,
        "mobile_throughput": 17644.02305846393,
        "mobile_availability": 1387.342868090824,
        "mobile_accuracy": 2180.172987358616,
        "soft_acc_blocks": [
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          0,
          25,
          25,
          25,
          0,
          25,
          25,
          0,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071215596,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.523373068243046,
        "mobile_acc_per_sec": 1048.8125119671154
      },
      "started": "2026-08-18T06:57:51.577248211+10:00",
      "ended": "2026-08-18T06:57:53.667556236+10:00"
    },
    {
      "cell": {
        "id": "int2|none|tween|tricameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 712,
        "total_correct": 153,
        "total_train": 45,
        "infer_ms": 254.757705,
        "train_ms": 1886.875898,
        "blocked_train": 1886875898,
        "duration": 2085418243,
        "avg_accuracy": 20.940476190476193,
        "soft_acc": 23.749919758392856,
        "adapt_pct": 24.999855046875,
        "stability": 94.55139419036222,
        "consistency": 95,
        "throughput": 341.41832334589395,
        "availability": 11.895485046701518,
        "score": 9.645641741256316,
        "zero_downtime": 2.8251681534632316,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 22754368,
        "heap_mib": 21.70025634765625,
        "mobile_score": 1922.4840209997308,
        "mobile_throughput": 68048.48124325111,
        "mobile_availability": 2370.902894569491,
        "mobile_accuracy": 4733.623999349277,
        "soft_acc_blocks": [
          24.998257,
          24.998621399999998,
          24.99821525,
          24.998227,
          24.996652166666667,
          24.998335,
          25.0017305,
          24.997000000000003,
          25.001284,
          24.996863,
          25.0010866,
          24.9970474,
          25.001394,
          25.001630375,
          24.999092,
          25.000443,
          25.005028,
          25.003827142857144,
          0,
          25.00366133333333
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.073555279,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.388564302682594,
        "mobile_acc_per_sec": 2269.867934280499
      },
      "started": "2026-08-18T06:57:54.53906638+10:00",
      "ended": "2026-08-18T06:57:56.628740031+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|tween|tricameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 121,
        "total_train": 21,
        "infer_ms": 566.221544,
        "train_ms": 2016.848786,
        "blocked_train": 2016848786,
        "duration": 2072164101,
        "avg_accuracy": 38.73106060606061,
        "soft_acc": 25.001886999999996,
        "adapt_pct": 25.0011708125,
        "stability": 99.99760244153072,
        "consistency": 100,
        "throughput": 158.2886219492517,
        "availability": 21.920484991208117,
        "score": 8.675063148640323,
        "zero_downtime": 5.480534887353813,
        "weight_bytes": 5285,
        "weight_mib": 0.005040168762207031,
        "heap_bytes": 22812808,
        "heap_mib": 21.75598907470703,
        "mobile_score": 1721.1850550896263,
        "mobile_throughput": 31405.421012120823,
        "mobile_availability": 4349.156947992628,
        "mobile_accuracy": 4960.525764032544,
        "soft_acc_blocks": [
          25.004694,
          25.0045455,
          25.0040965,
          25.001507,
          25.00631,
          25.00319,
          25.0001715,
          25.0034225,
          25.002165,
          25.002625,
          25.002431,
          25.003121,
          25.002536,
          25.00158,
          25.004098,
          25.0005495,
          24.999087,
          24.997114,
          25.0019725,
          24.998667,
          24.996532,
          25.001099
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071805855,
        "time_to_acc50_sec": 0.071805855,
        "acc_per_sec": 12.065592193173508,
        "mobile_acc_per_sec": 2393.8865467453365
      },
      "started": "2026-08-18T06:57:57.708321975+10:00",
      "ended": "2026-08-18T06:57:59.784528412+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|tween|tricameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 888,
        "total_correct": 181,
        "total_train": 52,
        "infer_ms": 258.127741,
        "train_ms": 1931.438159,
        "blocked_train": 1931438159,
        "duration": 2021084249,
        "avg_accuracy": 21.35416666666667,
        "soft_acc": 25.000355904761907,
        "adapt_pct": 25.0007420625,
        "stability": 99.99403999274298,
        "consistency": 100,
        "throughput": 439.3681265090103,
        "availability": 11.788991644416823,
        "score": 12.94945227883928,
        "zero_downtime": 2.947289868686849,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 22090928,
        "heap_mib": 21.067550659179688,
        "mobile_score": 2580.970323652571,
        "mobile_throughput": 87570.9698958966,
        "mobile_availability": 2349.67757128607,
        "mobile_accuracy": 4982.8498751552215,
        "soft_acc_blocks": [
          24.999178,
          25.00416033333333,
          25.0001234,
          24.9994712,
          24.9983075,
          25.000509714285716,
          24.993163,
          24.999174,
          25.004418,
          25.00847575,
          25.010611,
          25.0048805,
          25.0077,
          25.007638285714286,
          25.0109094,
          24.996057,
          24.993312,
          24.993347,
          24.99483525,
          24.99234675,
          24.99583825,
          24.993373571428574
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.722451516,
        "time_to_acc50_sec": 1.001203548,
        "acc_per_sec": 12.369774252177605,
        "mobile_acc_per_sec": 2465.4340251380695
      },
      "started": "2026-08-18T06:58:00.5008127+10:00",
      "ended": "2026-08-18T06:58:02.525790953+10:00"
    },
    {
      "cell": {
        "id": "binary|none|tween|tricameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 928,
        "total_correct": 256,
        "total_train": 48,
        "infer_ms": 535.018324,
        "train_ms": 1898.623221,
        "blocked_train": 1898623221,
        "duration": 2024984503,
        "avg_accuracy": 26.484165140415143,
        "soft_acc": 25.005503706065323,
        "adapt_pct": 25.005513772321425,
        "stability": 99.99133453348311,
        "consistency": 100,
        "throughput": 458.27511204415373,
        "availability": 21.98426983214572,
        "score": 25.19265419918791,
        "zero_downtime": 5.497277407628599,
        "weight_bytes": 2631,
        "weight_mib": 0.0025091171264648438,
        "heap_bytes": 23963928,
        "heap_mib": 22.853782653808594,
        "mobile_score": 10040.445674484097,
        "mobile_throughput": 182643.96955028907,
        "mobile_availability": 8761.755121061206,
        "mobile_accuracy": 9965.857489202263,
        "soft_acc_blocks": [
          25.00549825,
          25.003292583333334,
          25.0053435,
          25.0038765,
          25.002381800000002,
          24.998385166666665,
          24.99883133333333,
          25.00722875,
          24.9946524,
          24.989082666666665,
          24.994359153846155,
          25.005875,
          24.9997626,
          25.01037242857143,
          25.018975,
          25.0012195,
          25.0144456,
          25.0181425,
          25.02069188888889,
          25.0176575
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.075200433,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.348491392906881,
        "mobile_acc_per_sec": 4921.44876883646
      },
      "started": "2026-08-18T06:58:03.20234068+10:00",
      "ended": "2026-08-18T06:58:05.231201789+10:00"
    },
    {
      "cell": {
        "id": "int|none|tween|tricameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 304,
        "total_correct": 43,
        "total_train": 20,
        "infer_ms": 573.850132,
        "train_ms": 1998.195543,
        "blocked_train": 1998195543,
        "duration": 2101591547,
        "avg_accuracy": 12.409420289855074,
        "soft_acc": 22.82625165942029,
        "adapt_pct": 25.0008974375,
        "stability": 92.95566571572262,
        "consistency": 91.30434782608695,
        "throughput": 144.65227576403075,
        "availability": 22.311039713554074,
        "score": 7.366813595896678,
        "zero_downtime": 5.092774072849057,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 22611016,
        "heap_mib": 21.56354522705078,
        "mobile_score": 45.888365727657515,
        "mobile_throughput": 901.0485262305407,
        "mobile_availability": 138.97693172393116,
        "mobile_accuracy": 142.18622077290829,
        "soft_acc_blocks": [
          24.9999845,
          25.002254,
          24.998953,
          24.999716,
          24.9989135,
          24.9997165,
          25.000343666666666,
          25.0002095,
          25.0008085,
          25.0011825,
          25.000783,
          25.001901,
          0,
          25.000062,
          0,
          24.9999245,
          25.0011935,
          25.000052,
          25.001044,
          25.000215,
          24.996602,
          24.9992145,
          25.000715
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.146974257,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.861412005584304,
        "mobile_acc_per_sec": 67.65644874042134
      },
      "started": "2026-08-18T06:58:05.931931992+10:00",
      "ended": "2026-08-18T06:58:08.037504313+10:00"
    },
    {
      "cell": {
        "id": "uint|none|tween|tricameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 280,
        "total_correct": 60,
        "total_train": 21,
        "infer_ms": 518.242264,
        "train_ms": 2039.021612,
        "blocked_train": 2039021612,
        "duration": 2113055745,
        "avg_accuracy": 17.1875,
        "soft_acc": 20.831311770833334,
        "adapt_pct": 18.748872125,
        "stability": 90.68395369968054,
        "consistency": 83.33333333333334,
        "throughput": 132.5095188153685,
        "availability": 20.265498170279553,
        "score": 5.593980908505413,
        "zero_downtime": 4.221569105763459,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 22612136,
        "heap_mib": 21.564613342285156,
        "mobile_score": 34.84030722925263,
        "mobile_throughput": 825.2928320345916,
        "mobile_availability": 126.21712407578434,
        "mobile_accuracy": 129.74111173326997,
        "soft_acc_blocks": [
          24.9936385,
          24.9984535,
          24.993441,
          24.995384,
          24.992479,
          24.998631,
          24.9958605,
          0,
          25.000754,
          24.993708,
          24.992131,
          25.000473,
          25.0002675,
          24.998782,
          0,
          24.996617,
          0,
          25.004004,
          24.999907,
          0,
          25.001014,
          24.9981195,
          25.00037,
          24.997448
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.152778152,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.858382496593025,
        "mobile_acc_per_sec": 61.39975816552345
      },
      "started": "2026-08-18T06:58:08.798187112+10:00",
      "ended": "2026-08-18T06:58:10.915458735+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|tween|tricameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 296,
        "total_correct": 91,
        "total_train": 20,
        "infer_ms": 558.178386,
        "train_ms": 2013.842802,
        "blocked_train": 2013842802,
        "duration": 2100243008,
        "avg_accuracy": 29.347826086956523,
        "soft_acc": 22.827121746376815,
        "adapt_pct": 21.8757181875,
        "stability": 92.95539667123235,
        "consistency": 91.30434782608695,
        "throughput": 140.93607209856737,
        "availability": 21.701935761813797,
        "score": 6.981870547954412,
        "zero_downtime": 4.953927297669725,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 22312720,
        "heap_mib": 21.279067993164062,
        "mobile_score": 43.484330551745344,
        "mobile_throughput": 877.7749034023959,
        "mobile_availability": 135.1635126715352,
        "mobile_accuracy": 142.17137094516997,
        "soft_acc_blocks": [
          25.002421,
          25.0018045,
          25.00633,
          25.004426,
          25.001203,
          25.003575,
          25.003695,
          0,
          24.9992675,
          0,
          24.9999305,
          24.9972195,
          24.994418,
          24.996936,
          24.997425,
          24.997481,
          24.998552,
          25.0024905,
          25.0036645,
          25.004621,
          25.001498,
          25.003375666666667,
          25.0034665
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.066488782,
        "time_to_acc50_sec": 0.23607258,
        "acc_per_sec": 10.868800257601816,
        "mobile_acc_per_sec": 67.69281954689404
      },
      "started": "2026-08-18T06:58:11.635348329+10:00",
      "ended": "2026-08-18T06:58:13.739839611+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|tween|tricameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 288,
        "total_correct": 49,
        "total_train": 21,
        "infer_ms": 492.239134,
        "train_ms": 1959.690721,
        "blocked_train": 1959690721,
        "duration": 2115382304,
        "avg_accuracy": 16.666666666666668,
        "soft_acc": 24.99937337301587,
        "adapt_pct": 24.999221791666667,
        "stability": 99.99829539346663,
        "consistency": 100,
        "throughput": 136.14560330556682,
        "availability": 20.075579772244343,
        "score": 6.832833529695497,
        "zero_downtime": 5.018769144061013,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 34622928,
        "heap_mib": 33.01899719238281,
        "mobile_score": 42.56216882445814,
        "mobile_throughput": 848.0599047841106,
        "mobile_availability": 125.05210492860044,
        "mobile_accuracy": 155.72273865354703,
        "soft_acc_blocks": [
          25.000586,
          24.998404,
          24.999959,
          24.997242,
          25.001338,
          24.9992025,
          25.001491,
          25.000088,
          25.001228,
          25.001949,
          25.001642333333333,
          24.999808,
          24.999576,
          24.9997485,
          24.9956155,
          24.996792,
          24.996711,
          24.9993485,
          24.998748,
          24.9987945,
          24.998569
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.639336464,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.817898507397114,
        "mobile_acc_per_sec": 73.61446598049399
      },
      "started": "2026-08-18T06:58:14.439692524+10:00",
      "ended": "2026-08-18T06:58:16.563274917+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|tween|tricameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 280,
        "total_correct": 67,
        "total_train": 23,
        "infer_ms": 485.665551,
        "train_ms": 2042.508275,
        "blocked_train": 2042508275,
        "duration": 2107947162,
        "avg_accuracy": 19.293478260869566,
        "soft_acc": 19.56562560869565,
        "adapt_pct": 18.7511675,
        "stability": 89.68800954015597,
        "consistency": 78.26086956521739,
        "throughput": 132.8306539402718,
        "availability": 19.210132863704445,
        "score": 4.9925499461485865,
        "zero_downtime": 3.758582675045416,
        "weight_bytes": 336672,
        "weight_mib": 0.321075439453125,
        "heap_bytes": 22275608,
        "heap_mib": 21.243675231933594,
        "mobile_score": 15.549460758045516,
        "mobile_throughput": 413.7054337339441,
        "mobile_availability": 59.830589647169205,
        "mobile_accuracy": 60.93778347550034,
        "soft_acc_blocks": [
          25.0011735,
          24.9987865,
          0,
          24.9988045,
          24.997044,
          25.001244,
          25.0010925,
          25.000108,
          25.0022095,
          25.0054245,
          0,
          25.005739,
          25.0035395,
          25.005759,
          0,
          25.0009985,
          0,
          24.9975065,
          24.997462,
          24.9977845,
          24.99804,
          0,
          24.996673
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.568206648,
        "time_to_acc50_sec": 0.901905349,
        "acc_per_sec": 9.281838729834183,
        "mobile_acc_per_sec": 28.90859153114785
      },
      "started": "2026-08-18T06:58:17.235497309+10:00",
      "ended": "2026-08-18T06:58:19.346943735+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|tween|tricameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 248,
        "total_correct": 90,
        "total_train": 15,
        "infer_ms": 513.058416,
        "train_ms": 1949.505218,
        "blocked_train": 1949505218,
        "duration": 2044167645,
        "avg_accuracy": 31.25,
        "soft_acc": 21.251633350000006,
        "adapt_pct": 18.750386312499998,
        "stability": 91.0725280541449,
        "consistency": 85,
        "throughput": 121.32077357089761,
        "availability": 20.834321148754526,
        "score": 5.371639263426047,
        "zero_downtime": 4.427633541494821,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 21912880,
        "heap_mib": 20.897750854492188,
        "mobile_score": 535.364700340864,
        "mobile_throughput": 12091.441067187296,
        "mobile_availability": 2076.453676730009,
        "mobile_accuracy": 2118.045118487749,
        "soft_acc_blocks": [
          25.0027905,
          25.00413,
          25.001264,
          25.0001215,
          25.0041095,
          25.006259,
          25.002122,
          25.0004225,
          0,
          24.998763,
          0,
          24.9997745,
          25.003393,
          24.995944,
          25.002399,
          25.003439999999998,
          0,
          25.002825,
          25.0011565,
          25.003753
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.069700234,
        "time_to_acc50_sec": 0.152448882,
        "acc_per_sec": 10.396228216399544,
        "mobile_acc_per_sec": 1036.1406138427305
      },
      "started": "2026-08-18T06:58:20.059545999+10:00",
      "ended": "2026-08-18T06:58:22.115884559+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|tween|tricameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 152,
        "total_correct": 47,
        "total_train": 9,
        "infer_ms": 678.013996,
        "train_ms": 2116.042043,
        "blocked_train": 2116042043,
        "duration": 2205526876,
        "avg_accuracy": 16.57608695652174,
        "soft_acc": 13.04348056521739,
        "adapt_pct": 15.624944812499999,
        "stability": 87.51181809860184,
        "consistency": 52.17391304347826,
        "throughput": 68.9177727345001,
        "availability": 24.266299119850977,
        "score": 2.1813646738734307,
        "zero_downtime": 3.165170009595281,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 22920136,
        "heap_mib": 21.85834503173828,
        "mobile_score": 144.93262224505807,
        "mobile_throughput": 4578.983808316511,
        "mobile_availability": 1612.2835423835293,
        "mobile_accuracy": 866.625312200823,
        "soft_acc_blocks": [
          24.998635,
          24.998849,
          0,
          25.0006255,
          0,
          0,
          24.998552,
          0,
          24.999107,
          0,
          0,
          24.9998315,
          0,
          25.001848,
          25.001173,
          0,
          24.99897,
          24.999788,
          0,
          25.001862,
          0,
          25.000812,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.073444186,
        "time_to_acc50_sec": 1.556629648,
        "acc_per_sec": 5.913997560924481,
        "mobile_acc_per_sec": 392.9334625804048
      },
      "started": "2026-08-18T06:58:22.80266583+10:00",
      "ended": "2026-08-18T06:58:25.014310559+10:00"
    },
    {
      "cell": {
        "id": "int6|none|tween|tricameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 104,
        "total_correct": 38,
        "total_train": 8,
        "infer_ms": 445.567086,
        "train_ms": 2031.178974,
        "blocked_train": 2031178974,
        "duration": 2095307030,
        "avg_accuracy": 16.11842105263158,
        "soft_acc": 11.842241368421053,
        "adapt_pct": 15.626023125,
        "stability": 87.51718139343886,
        "consistency": 47.368421052631575,
        "throughput": 49.63473061988439,
        "availability": 17.990018968678605,
        "score": 1.0574289569560023,
        "zero_downtime": 2.130421468495652,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 22726360,
        "heap_mib": 21.673545837402344,
        "mobile_score": 70.25691458427937,
        "mobile_throughput": 3297.7941512150483,
        "mobile_availability": 1195.2795672348966,
        "mobile_accuracy": 786.8134637646353,
        "soft_acc_blocks": [
          24.998186,
          25.001341,
          0,
          24.9968895,
          0,
          0,
          24.9979845,
          0,
          24.996886,
          24.999598,
          0,
          0,
          25.002267,
          25.005231,
          0,
          25.004203,
          0,
          0,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.07147044,
        "time_to_acc50_sec": 1.399553067,
        "acc_per_sec": 5.65179288708875,
        "mobile_acc_per_sec": 375.51225309669076
      },
      "started": "2026-08-18T06:58:25.757540423+10:00",
      "ended": "2026-08-18T06:58:27.859114473+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|tween|tricameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 136,
        "total_correct": 25,
        "total_train": 9,
        "infer_ms": 738.13451,
        "train_ms": 2173.329075,
        "blocked_train": 2173329075,
        "duration": 2266206764,
        "avg_accuracy": 8.522727272727273,
        "soft_acc": 12.4995155,
        "adapt_pct": 12.4996495625,
        "stability": 87.50048443842525,
        "consistency": 50,
        "throughput": 60.01217636468055,
        "availability": 25.352695936260524,
        "score": 1.9017643595649534,
        "zero_downtime": 3.168964158220754,
        "weight_bytes": 15806,
        "weight_mib": 0.015073776245117188,
        "heap_bytes": 22861576,
        "heap_mib": 21.80249786376953,
        "mobile_score": 126.16376471562575,
        "mobile_throughput": 3981.2304089441523,
        "mobile_availability": 1681.907408203234,
        "mobile_accuracy": 829.2225714872833,
        "soft_acc_blocks": [
          25.000876,
          24.997496,
          0,
          24.9995805,
          0,
          0,
          24.9981185,
          0,
          0,
          24.999338,
          24.997312,
          0,
          24.995322,
          0,
          0,
          24.9998035,
          0,
          25.000743,
          24.999147,
          0,
          25.0016045,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.07274299,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.515611240140133,
        "mobile_acc_per_sec": 365.90772945344685
      },
      "started": "2026-08-18T06:58:28.728500455+10:00",
      "ended": "2026-08-18T06:58:31.001567571+10:00"
    },
    {
      "cell": {
        "id": "int5|none|tween|tricameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 136,
        "total_correct": 22,
        "total_train": 11,
        "infer_ms": 511.687536,
        "train_ms": 2058.434755,
        "blocked_train": 2058434755,
        "duration": 2121035524,
        "avg_accuracy": 7.065217391304348,
        "soft_acc": 10.869257652173914,
        "adapt_pct": 9.3744356875,
        "stability": 87.60713948661162,
        "consistency": 43.47826086956522,
        "throughput": 64.11962386349924,
        "availability": 19.909073501748015,
        "score": 1.3875284595607362,
        "zero_downtime": 2.1639684950656752,
        "weight_bytes": 13152,
        "weight_mib": 0.012542724609375,
        "heap_bytes": 22332328,
        "heap_mib": 21.297767639160156,
        "mobile_score": 110.62416681967446,
        "mobile_throughput": 5112.096921555093,
        "mobile_availability": 1587.3005365091944,
        "mobile_accuracy": 866.5786733489898,
        "soft_acc_blocks": [
          24.999869,
          24.998062,
          0,
          24.9986395,
          0,
          24.999587,
          0,
          24.998676,
          0,
          0,
          0,
          0,
          0,
          25.0022145,
          0,
          25.0003925,
          0,
          25.000703,
          24.995602,
          0,
          24.9991805,
          0,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.069494037,
        "time_to_acc50_sec": 1.227740888,
        "acc_per_sec": 5.124505237741561,
        "mobile_acc_per_sec": 408.56396017108386
      },
      "started": "2026-08-18T06:58:31.74497457+10:00",
      "ended": "2026-08-18T06:58:33.872053051+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|tween|tricameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 152,
        "total_correct": 34,
        "total_train": 10,
        "infer_ms": 576.748196,
        "train_ms": 2020.600712,
        "blocked_train": 2020600712,
        "duration": 2090013498,
        "avg_accuracy": 15.056818181818182,
        "soft_acc": 14.772835636363636,
        "adapt_pct": 9.3746025625,
        "stability": 87.70825761495664,
        "consistency": 59.09090909090909,
        "throughput": 72.7268030304367,
        "availability": 22.205264538144217,
        "score": 2.385691670741772,
        "zero_downtime": 3.280347232839786,
        "weight_bytes": 13176,
        "weight_mib": 0.01256561279296875,
        "heap_bytes": 24296696,
        "heap_mib": 23.17113494873047,
        "mobile_score": 189.85876057526747,
        "mobile_throughput": 5787.76413285088,
        "mobile_availability": 1767.145375557765,
        "mobile_accuracy": 1175.6558060288128,
        "soft_acc_blocks": [
          24.999308,
          25.004103,
          0,
          25.0016395,
          0,
          25.001043,
          0,
          24.997127,
          24.995704,
          0,
          0,
          25.0004955,
          0,
          25.002769,
          25.001441,
          0,
          24.998603,
          0,
          24.997722,
          0,
          25.003592,
          24.998837
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.068654142,
        "time_to_acc50_sec": 0.155029606,
        "acc_per_sec": 7.068296760044962,
        "mobile_acc_per_sec": 562.5111068200445
      },
      "started": "2026-08-18T06:58:34.775877043+10:00",
      "ended": "2026-08-18T06:58:36.871823708+10:00"
    },
    {
      "cell": {
        "id": "int3|none|tween|tricameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 184,
        "total_correct": 59,
        "total_train": 12,
        "infer_ms": 558.262551,
        "train_ms": 1828.959925,
        "blocked_train": 1828959925,
        "duration": 2144798449,
        "avg_accuracy": 21.428571428571427,
        "soft_acc": 16.6661500952381,
        "adapt_pct": 18.74908,
        "stability": 88.21525202629675,
        "consistency": 66.66666666666666,
        "throughput": 85.7889467822904,
        "availability": 23.385442982901942,
        "score": 3.343583904027172,
        "zero_downtime": 3.897453027966763,
        "weight_bytes": 7891,
        "weight_mib": 0.007525444030761719,
        "heap_bytes": 35828984,
        "heap_mib": 34.16918182373047,
        "mobile_score": 444.3038696932196,
        "mobile_throughput": 11399.851813608786,
        "mobile_availability": 3107.5166976605483,
        "mobile_accuracy": 2214.6400965992125,
        "soft_acc_blocks": [
          24.9991945,
          0,
          25.0031175,
          0,
          24.996312,
          0,
          24.9976465,
          24.996316,
          25.000751,
          0,
          25.00506,
          24.995215,
          24.9994465,
          0,
          24.9962415,
          0,
          24.998745,
          25.00294,
          24.998265,
          24.9999015,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.260885451,
        "time_to_acc50_sec": 0.432352839,
        "acc_per_sec": 7.7704970847067685,
        "mobile_acc_per_sec": 1032.563268418893
      },
      "started": "2026-08-18T06:58:37.626348187+10:00",
      "ended": "2026-08-18T06:58:39.883089083+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|tween|tricameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 168,
        "total_correct": 51,
        "total_train": 11,
        "infer_ms": 493.729599,
        "train_ms": 1689.839975,
        "blocked_train": 1689839975,
        "duration": 2306923877,
        "avg_accuracy": 22.69736842105263,
        "soft_acc": 18.421442921052634,
        "adapt_pct": 18.7507483125,
        "stability": 88.99108210282823,
        "consistency": 73.68421052631578,
        "throughput": 72.82424950166659,
        "availability": 22.611122854929466,
        "score": 3.033344889208177,
        "zero_downtime": 4.165295090529918,
        "weight_bytes": 7915,
        "weight_mib": 0.007548332214355469,
        "heap_bytes": 39836448,
        "heap_mib": 37.990997314453125,
        "mobile_score": 401.8563045541824,
        "mobile_throughput": 9647.727131454143,
        "mobile_availability": 2995.512414242643,
        "mobile_accuracy": 2440.4653104719755,
        "soft_acc_blocks": [
          25.0000995,
          0,
          24.997535,
          0,
          25.0007595,
          25.000848,
          25.000851,
          25.001984,
          24.997198,
          0,
          25.000202,
          24.999703,
          25.00353,
          0,
          25.0015755,
          0,
          25.002412,
          25.0015,
          24.999218
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.361781149,
        "time_to_acc50_sec": 1.36843948,
        "acc_per_sec": 7.985284258710992,
        "mobile_acc_per_sec": 1057.887230178413
      },
      "started": "2026-08-18T06:58:40.735128432+10:00",
      "ended": "2026-08-18T06:58:43.051404166+10:00"
    },
    {
      "cell": {
        "id": "float64|none|tween_chain|cnn|simd",
        "dtype": 0,
        "format": 0,
        "mode": "tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6472,
        "total_correct": 5537,
        "total_train": 235,
        "infer_ms": 795.246377,
        "train_ms": 1749.151537,
        "blocked_train": 1749151537,
        "duration": 2137597786,
        "avg_accuracy": 84.99722153530148,
        "soft_acc": 35.23910787397834,
        "adapt_pct": 34.94664812481251,
        "stability": 95.15886948899323,
        "consistency": 100,
        "throughput": 3027.697746689189,
        "availability": 31.25479598235514,
        "score": 333.4679434051138,
        "zero_downtime": 11.013911272013978,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 24527664,
        "heap_mib": 23.391403198242188,
        "mobile_score": 142837.6152875656,
        "mobile_throughput": 1296883.6570393639,
        "mobile_availability": 13387.675225487756,
        "mobile_accuracy": 15094.314860320552,
        "soft_acc_blocks": [
          25.091538,
          26.385673404255318,
          28.79103112820513,
          31.22560425,
          34.131680341463415,
          37.05774138095238,
          39.583070523809525,
          35.41421652272727,
          32.26473774418604,
          34.981058210526314,
          39.4922977,
          40.08324117777777,
          41.06671178571429,
          34.13409866666667,
          30.42951230769231,
          34.96013026530613,
          37.897133581395344,
          39.06399493333333,
          40.78928758333333,
          41.939397972222224
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.079065425,
        "time_to_acc50_sec": 0.166759689,
        "acc_per_sec": 16.48537816832223,
        "mobile_acc_per_sec": 7061.3447296677505
      },
      "started": "2026-08-18T06:58:43.899390294+10:00",
      "ended": "2026-08-18T06:58:46.037384121+10:00"
    },
    {
      "cell": {
        "id": "float32|none|tween_chain|cnn|simd",
        "dtype": 1,
        "format": 0,
        "mode": "tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 11192,
        "total_correct": 9708,
        "total_train": 301,
        "infer_ms": 885.576772,
        "train_ms": 1550.041795,
        "blocked_train": 1550041795,
        "duration": 2057731321,
        "avg_accuracy": 86.65040579057988,
        "soft_acc": 36.453437141436495,
        "adapt_pct": 35.54834530619731,
        "stability": 94.67399082652784,
        "consistency": 100,
        "throughput": 5438.999681727642,
        "availability": 36.35941949197664,
        "score": 720.8990574788061,
        "zero_downtime": 13.254258129498913,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 23269888,
        "heap_mib": 22.19189453125,
        "mobile_score": 617579.6160906018,
        "mobile_throughput": 4659480.825381735,
        "mobile_availability": 31148.37798465596,
        "mobile_accuracy": 31228.921000015453,
        "soft_acc_blocks": [
          25.558805775,
          26.770675653846155,
          30.158836309859158,
          34.551958032786885,
          38.07102492307692,
          39.6216171884058,
          40.937558169491524,
          33.28179143902439,
          35.81383975,
          37.9264845625,
          40.078621000000005,
          40.49280383333333,
          41.499057,
          41.154710333333334,
          25.461624662162162,
          33.116536059701495,
          37.553154642857145,
          39.30289835211268,
          39.944667402777775,
          41.93822022535211,
          42.287294654545455
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071235597,
        "time_to_acc50_sec": 0.071235597,
        "acc_per_sec": 17.715353199620417,
        "mobile_acc_per_sec": 15176.38414758593
      },
      "started": "2026-08-18T06:58:46.740561924+10:00",
      "ended": "2026-08-18T06:58:48.798534755+10:00"
    },
    {
      "cell": {
        "id": "float16|none|tween_chain|cnn|simd",
        "dtype": 2,
        "format": 0,
        "mode": "tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5840,
        "total_correct": 4963,
        "total_train": 220,
        "infer_ms": 940.204655,
        "train_ms": 1778.821518,
        "blocked_train": 1778821518,
        "duration": 2086347153,
        "avg_accuracy": 83.77138201132526,
        "soft_acc": 34.89736019186967,
        "adapt_pct": 34.120358871007944,
        "stability": 94.69764625662542,
        "consistency": 100,
        "throughput": 2799.1506550587937,
        "availability": 34.578727646547,
        "score": 337.77527683396886,
        "zero_downtime": 12.067063136581126,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 24318736,
        "heap_mib": 23.192153930664062,
        "mobile_score": 578730.471701725,
        "mobile_throughput": 4795951.302743349,
        "mobile_availability": 59245.7907201073,
        "mobile_accuracy": 59791.7228113561,
        "soft_acc_blocks": [
          25.245141625000002,
          26.047523394736842,
          28.169132054054057,
          30.477631407407404,
          35.04765646875,
          37.430313425,
          37.404233257142856,
          30.838556305555553,
          35.10936751219512,
          37.179286567567566,
          38.840536300000004,
          40.075335833333334,
          41.24220488372093,
          41.725041733333335,
          25.72142162857143,
          32.48060151282051,
          35.856101736842106,
          38.37330244736842,
          40.31235352777778,
          40.371462216216216
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.081335734,
        "time_to_acc50_sec": 0.171574524,
        "acc_per_sec": 16.726535726180593,
        "mobile_acc_per_sec": 28658.568505907748
      },
      "started": "2026-08-18T06:58:49.57567164+10:00",
      "ended": "2026-08-18T06:58:51.662269521+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|tween_chain|cnn|simd",
        "dtype": 3,
        "format": 0,
        "mode": "tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6048,
        "total_correct": 5248,
        "total_train": 206,
        "infer_ms": 630.687831,
        "train_ms": 1728.599325,
        "blocked_train": 1728599325,
        "duration": 2018773529,
        "avg_accuracy": 85.04839260270846,
        "soft_acc": 32.61948065399315,
        "adapt_pct": 32.73693049078758,
        "stability": 95.44172454981748,
        "consistency": 100,
        "throughput": 2995.8783950351667,
        "availability": 26.732135144976816,
        "score": 261.23711040292136,
        "zero_downtime": 8.719883652015017,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 23526392,
        "heap_mib": 22.43651580810547,
        "mobile_score": 447593.0788853818,
        "mobile_throughput": 5133016.64044509,
        "mobile_availability": 45801.757094410474,
        "mobile_accuracy": 55888.896317388106,
        "soft_acc_blocks": [
          25.634761964285712,
          26.624475043478263,
          28.628894730769233,
          32.509864,
          34.33845739130435,
          34.03093383333333,
          30.951032578947366,
          33.65899664444444,
          35.838828681818185,
          36.758794925925926,
          38.30167212765957,
          39.166492549295775,
          23.207831538461537,
          30.2222526,
          34.8190755,
          37.21932635416667
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.072223199,
        "time_to_acc50_sec": 0.072223199,
        "acc_per_sec": 16.158068344670248,
        "mobile_acc_per_sec": 27684.57953036103
      },
      "started": "2026-08-18T06:58:52.646291125+10:00",
      "ended": "2026-08-18T06:58:54.665314185+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|tween_chain|cnn|simd",
        "dtype": 4,
        "format": 0,
        "mode": "tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6320,
        "total_correct": 3583,
        "total_train": 239,
        "infer_ms": 880.536994,
        "train_ms": 1729.8086,
        "blocked_train": 1729808600,
        "duration": 2105707118,
        "avg_accuracy": 55.60590201951982,
        "soft_acc": 25.782536848285282,
        "adapt_pct": 25.649081489148536,
        "stability": 99.54872303307792,
        "consistency": 100,
        "throughput": 3001.367068561146,
        "availability": 33.73258299682444,
        "score": 261.0323647646954,
        "zero_downtime": 8.697115641034678,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 24313352,
        "heap_mib": 23.18701934814453,
        "mobile_score": 894484.552011455,
        "mobile_throughput": 10284841.422495333,
        "mobile_availability": 115592.08153097446,
        "mobile_accuracy": 88349.5077066261,
        "soft_acc_blocks": [
          25.117466439999998,
          25.2847725,
          25.39898672972973,
          25.426622714285713,
          25.550288674418606,
          25.80111316216216,
          26.162673205128204,
          25.12303205263158,
          25.39140965714286,
          25.478097138888888,
          25.643220868421054,
          25.7293775,
          25.760112650000003,
          25.82230254285714,
          25.523068848484847,
          25.952107404761904,
          26.2594134,
          26.5099642,
          26.40597241025641,
          26.55262356097561,
          26.540648153846153
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.067733937,
        "time_to_acc50_sec": 0.271179287,
        "acc_per_sec": 12.244122949431603,
        "mobile_acc_per_sec": 41957.16818896468
      },
      "started": "2026-08-18T06:58:55.644881109+10:00",
      "ended": "2026-08-18T06:58:57.750849424+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|tween_chain|cnn|simd",
        "dtype": 5,
        "format": 0,
        "mode": "tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6616,
        "total_correct": 3945,
        "total_train": 251,
        "infer_ms": 793.113771,
        "train_ms": 1733.098226,
        "blocked_train": 1733098226,
        "duration": 2016575357,
        "avg_accuracy": 58.76178984089993,
        "soft_acc": 26.127284777602615,
        "adapt_pct": 26.125924823504647,
        "stability": 99.5129154251977,
        "consistency": 100,
        "throughput": 3280.80970395395,
        "availability": 31.395376632755333,
        "score": 269.1169283504606,
        "zero_downtime": 8.202759459840893,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 22478920,
        "heap_mib": 21.43756866455078,
        "mobile_score": 922188.0792876228,
        "mobile_throughput": 11242412.79782097,
        "mobile_availability": 107583.13218322894,
        "mobile_accuracy": 89530.86197045568,
        "soft_acc_blocks": [
          25.05658754166667,
          25.344637925,
          25.687450527777777,
          25.98098036585366,
          26.293330188679242,
          26.55819305,
          26.66141957142857,
          25.351361023809524,
          25.686903975609756,
          25.955561,
          26.10255991111111,
          26.322508324324325,
          26.322769975609756,
          26.376049068181818,
          25.862492466666666,
          26.29758842857143,
          26.5655623902439,
          26.62650973170732,
          26.726464275,
          26.76676581081081
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.158929235,
        "time_to_acc50_sec": 0.250035836,
        "acc_per_sec": 12.956265029674572,
        "mobile_acc_per_sec": 44397.47895345112
      },
      "started": "2026-08-18T06:58:58.513885138+10:00",
      "ended": "2026-08-18T06:59:00.53072414+10:00"
    },
    {
      "cell": {
        "id": "int64|none|tween_chain|cnn|simd",
        "dtype": 6,
        "format": 0,
        "mode": "tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4488,
        "total_correct": 3879,
        "total_train": 248,
        "infer_ms": 732.221037,
        "train_ms": 1803.669925,
        "blocked_train": 1803669925,
        "duration": 2035945217,
        "avg_accuracy": 82.98337148278038,
        "soft_acc": 34.728552142060934,
        "adapt_pct": 34.78646652750572,
        "stability": 94.36031518999584,
        "consistency": 100,
        "throughput": 2204.3815140631064,
        "availability": 28.874310763839542,
        "score": 221.04722354585783,
        "zero_downtime": 10.027630069280729,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 26680584,
        "heap_mib": 25.44458770751953,
        "mobile_score": 94683.33883857084,
        "mobile_throughput": 944224.4895793446,
        "mobile_availability": 12368.018498163321,
        "mobile_accuracy": 14875.623484850363,
        "soft_acc_blocks": [
          25.089776588235296,
          25.597172896551722,
          26.87467327272727,
          28.823873199999998,
          31.411068407407406,
          36.330693206896555,
          35.941476333333334,
          31.240993269230767,
          34.411494607142856,
          37.21398428125,
          38.790436655172414,
          40.10053037037037,
          41.31099896969697,
          42.161154548387096,
          26.269166947368422,
          34.1050728,
          36.94838943333333,
          39.50214419354839,
          40.26885482352941,
          42.17908803703704
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.066993365,
        "time_to_acc50_sec": 0.249545368,
        "acc_per_sec": 17.05770462391618,
        "mobile_acc_per_sec": 7306.494968842946
      },
      "started": "2026-08-18T06:59:01.533502323+10:00",
      "ended": "2026-08-18T06:59:03.569707383+10:00"
    },
    {
      "cell": {
        "id": "int32|none|tween_chain|cnn|simd",
        "dtype": 7,
        "format": 0,
        "mode": "tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4304,
        "total_correct": 3374,
        "total_train": 229,
        "infer_ms": 702.755821,
        "train_ms": 1806.064711,
        "blocked_train": 1806064711,
        "duration": 2103734674,
        "avg_accuracy": 76.75155015944398,
        "soft_acc": 28.972867116750564,
        "adapt_pct": 28.64987918594749,
        "stability": 97.80030021258395,
        "consistency": 100,
        "throughput": 2045.8853738510943,
        "availability": 28.011402650622124,
        "score": 166.0380516033249,
        "zero_downtime": 8.115706467502694,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 24582488,
        "heap_mib": 23.443687438964844,
        "mobile_score": 142241.43463889544,
        "mobile_throughput": 1752668.5471987622,
        "mobile_availability": 23996.801099492437,
        "mobile_accuracy": 24820.46822697209,
        "soft_acc_blocks": [
          25.103292333333332,
          25.76294382142857,
          26.763241807692307,
          27.81804982857143,
          28.810260620689657,
          29.129068741935484,
          27.790537655172415,
          28.791215846153843,
          29.320921,
          30.44155639285714,
          30.377683966666666,
          30.908990785714284,
          30.88371118181818,
          24.8404495625,
          27.64030753846154,
          30.802821961538463,
          30.769966571428572,
          31.944793533333332,
          32.584662068965514
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.070776587,
        "time_to_acc50_sec": 0.162239437,
        "acc_per_sec": 13.77211084402679,
        "mobile_acc_per_sec": 11798.288317309016
      },
      "started": "2026-08-18T06:59:04.493408371+10:00",
      "ended": "2026-08-18T06:59:06.597859398+10:00"
    },
    {
      "cell": {
        "id": "int16|none|tween_chain|cnn|simd",
        "dtype": 8,
        "format": 0,
        "mode": "tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4096,
        "total_correct": 3104,
        "total_train": 217,
        "infer_ms": 675.341333,
        "train_ms": 1786.271466,
        "blocked_train": 1786271466,
        "duration": 2067930471,
        "avg_accuracy": 72.57300466685317,
        "soft_acc": 28.379521464751452,
        "adapt_pct": 28.02883843184837,
        "stability": 98.16078138713098,
        "consistency": 100,
        "throughput": 1980.7242349010294,
        "availability": 27.43491312989391,
        "score": 154.21714998244693,
        "zero_downtime": 7.785897060534157,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 22872560,
        "heap_mib": 21.812973022460938,
        "mobile_score": 264229.41545750696,
        "mobile_throughput": 3393692.639437225,
        "mobile_availability": 47005.86841518241,
        "mobile_accuracy": 48624.32205788107,
        "soft_acc_blocks": [
          24.986660052631578,
          25.61294775,
          26.3166642,
          27.295408266666666,
          28.204002172413794,
          29.1123506,
          28.16471551724138,
          27.763908535714286,
          28.573608,
          29.5488974375,
          30.293083222222222,
          30.999298099999997,
          31.92355910810811,
          27.48157751851852,
          26.20102751724138,
          27.316399,
          29.180573928571427,
          29.4766418,
          30.759585103448277
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.161778449,
        "time_to_acc50_sec": 0.253934007,
        "acc_per_sec": 13.723634262726357,
        "mobile_acc_per_sec": 23513.518824628354
      },
      "started": "2026-08-18T06:59:07.524518921+10:00",
      "ended": "2026-08-18T06:59:09.592721318+10:00"
    },
    {
      "cell": {
        "id": "int8|none|tween_chain|cnn|simd",
        "dtype": 9,
        "format": 0,
        "mode": "tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8072,
        "total_correct": 6666,
        "total_train": 263,
        "infer_ms": 789.658143,
        "train_ms": 1684.886604,
        "blocked_train": 1684886604,
        "duration": 2029119866,
        "avg_accuracy": 80.05195441902168,
        "soft_acc": 29.2096102292308,
        "adapt_pct": 28.260095444000775,
        "stability": 97.9784509619647,
        "consistency": 100,
        "throughput": 3978.079430030084,
        "availability": 31.911249289686012,
        "score": 370.80281192719355,
        "zero_downtime": 9.321151536795467,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 22472536,
        "heap_mib": 21.431480407714844,
        "mobile_score": 1270637.0239195062,
        "mobile_throughput": 13631760.184389625,
        "mobile_availability": 109350.88279471177,
        "mobile_accuracy": 100093.12501871215,
        "soft_acc_blocks": [
          25.6183766875,
          26.651329519230767,
          28.115917641509434,
          29.542381229166665,
          30.859308245614034,
          31.886999260869565,
          27.583875575757574,
          28.377651135135135,
          29.49430418644068,
          29.98141867857143,
          30.5857537962963,
          31.410214094339622,
          31.887768603448276,
          25.898127711864404,
          26.211610074074073,
          28.553747839285712,
          29.98002835087719,
          30.720008517857142,
          31.62377320754717
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071282211,
        "time_to_acc50_sec": 0.163870737,
        "acc_per_sec": 14.395211795354234,
        "mobile_acc_per_sec": 49328.34510956
      },
      "started": "2026-08-18T06:59:10.486269289+10:00",
      "ended": "2026-08-18T06:59:12.515681446+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|tween_chain|cnn|simd",
        "dtype": 10,
        "format": 0,
        "mode": "tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6008,
        "total_correct": 4675,
        "total_train": 226,
        "infer_ms": 803.418459,
        "train_ms": 1739.197272,
        "blocked_train": 1739197272,
        "duration": 2060823557,
        "avg_accuracy": 75.87259725174967,
        "soft_acc": 28.24574151535024,
        "adapt_pct": 28.06063264432081,
        "stability": 98.28572047424784,
        "consistency": 100,
        "throughput": 2915.339345570185,
        "availability": 31.598107775570906,
        "score": 260.19753051059234,
        "zero_downtime": 8.925119846029544,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 22875744,
        "heap_mib": 21.816009521484375,
        "mobile_score": 111089.93719571452,
        "mobile_throughput": 1244688.4648292353,
        "mobile_availability": 13490.642287816383,
        "mobile_accuracy": 12059.367530618849,
        "soft_acc_blocks": [
          25.289291600000002,
          25.917303999999998,
          27.01181702702703,
          28.155104684210528,
          28.740422027027023,
          29.566696307692307,
          30.118529137931038,
          26.948893194444445,
          28.326154342105262,
          29.301772923076925,
          30.18687864864865,
          31.046390216216214,
          30.563548157894736,
          25.28927022857143,
          26.3222378372093,
          27.61465533333333,
          28.005503038461537,
          28.69048048780488,
          29.574139600000002
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.088243221,
        "time_to_acc50_sec": 0.181370704,
        "acc_per_sec": 13.706045536702025,
        "mobile_acc_per_sec": 5851.722477480807
      },
      "started": "2026-08-18T06:59:13.394950537+10:00",
      "ended": "2026-08-18T06:59:15.456144562+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|tween_chain|cnn|simd",
        "dtype": 11,
        "format": 0,
        "mode": "tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6480,
        "total_correct": 5131,
        "total_train": 239,
        "infer_ms": 859.77487,
        "train_ms": 1717.400294,
        "blocked_train": 1717400294,
        "duration": 2082626589,
        "avg_accuracy": 76.86217001226981,
        "soft_acc": 28.242084900027216,
        "adapt_pct": 27.8796240164015,
        "stability": 98.04725781898343,
        "consistency": 100,
        "throughput": 3111.455521708025,
        "availability": 33.36113439280373,
        "score": 293.1576023607763,
        "zero_downtime": 9.421879898827807,
        "weight_bytes": 1232,
        "weight_mib": 0.0011749267578125,
        "heap_bytes": 22877328,
        "heap_mib": 21.817520141601562,
        "mobile_score": 249511.38478332254,
        "mobile_throughput": 2648212.32559295,
        "mobile_availability": 28394.22472164656,
        "mobile_accuracy": 24037.31527283355,
        "soft_acc_blocks": [
          25.097916583333333,
          25.5642804,
          26.362663282051283,
          27.287789675,
          27.855523463414634,
          28.93389595121951,
          29.54213064102564,
          27.313759425,
          26.687080466666664,
          28.862729657894736,
          29.767118780487806,
          30.182931075,
          30.950013902439025,
          30.96167751219512,
          24.38484165116279,
          26.59033815,
          28.469446487804877,
          29.320463184210528,
          30.020303816901407,
          30.68679389473684
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.06850383,
        "time_to_acc50_sec": 0.162012927,
        "acc_per_sec": 13.560801081286499,
        "mobile_acc_per_sec": 11541.826748872623
      },
      "started": "2026-08-18T06:59:16.304068972+10:00",
      "ended": "2026-08-18T06:59:18.386973946+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|tween_chain|cnn|simd",
        "dtype": 12,
        "format": 0,
        "mode": "tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5416,
        "total_correct": 4461,
        "total_train": 218,
        "infer_ms": 751.374855,
        "train_ms": 1841.587606,
        "blocked_train": 1841587606,
        "duration": 2234366412,
        "avg_accuracy": 81.07492718724549,
        "soft_acc": 28.73662783161647,
        "adapt_pct": 28.34514456969353,
        "stability": 98.13087525058388,
        "consistency": 100,
        "throughput": 2423.953372603777,
        "availability": 28.977467522234218,
        "score": 201.8461604728373,
        "zero_downtime": 8.327146996891981,
        "weight_bytes": 620,
        "weight_mib": 0.000591278076171875,
        "heap_bytes": 28120504,
        "heap_mib": 26.81780242919922,
        "mobile_score": 341372.64445800945,
        "mobile_throughput": 4099515.0510183517,
        "mobile_availability": 49008.18868482946,
        "mobile_accuracy": 48600.868169621084,
        "soft_acc_blocks": [
          25.37990818181818,
          26.217930048780488,
          27.064161000000002,
          28.209011824999997,
          29.189132731707314,
          29.687280615384616,
          28.979305785714285,
          27.090566619047618,
          28.13968218181818,
          30.07638751724138,
          30.465276756756758,
          31.231348666666666,
          31.713724261904765,
          25.82837282857143,
          27.72500928888889,
          28.834335243243242,
          30.087497093023256,
          31.340370323529413
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.123370864,
        "time_to_acc50_sec": 0.217884699,
        "acc_per_sec": 12.861197553490824,
        "mobile_acc_per_sec": 21751.521106208376
      },
      "started": "2026-08-18T06:59:19.217168129+10:00",
      "ended": "2026-08-18T06:59:21.451831884+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|tween_chain|cnn|simd",
        "dtype": 13,
        "format": 0,
        "mode": "tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 9104,
        "total_correct": 7054,
        "total_train": 274,
        "infer_ms": 863.901512,
        "train_ms": 1647.448768,
        "blocked_train": 1647448768,
        "duration": 2046907125,
        "avg_accuracy": 77.12337002880754,
        "soft_acc": 28.805304370829983,
        "adapt_pct": 28.315155878347788,
        "stability": 97.9885304450523,
        "consistency": 100,
        "throughput": 4447.6859202881515,
        "availability": 34.39988116671642,
        "score": 440.72077412261257,
        "zero_downtime": 9.908990473276486,
        "weight_bytes": 314,
        "weight_mib": 0.0002994537353515625,
        "heap_bytes": 24544784,
        "heap_mib": 23.407730102539062,
        "mobile_score": 1471749.1288101675,
        "mobile_throughput": 14852664.686471557,
        "mobile_availability": 114875.44520468419,
        "mobile_accuracy": 96192.83705715739,
        "soft_acc_blocks": [
          25.287142833333334,
          25.858594963636364,
          26.685399637931035,
          27.70684076785714,
          28.681904547169815,
          29.946427684210526,
          30.884750095238097,
          26.015785353658536,
          27.10600286,
          28.539172075757573,
          29.53038932692308,
          30.70323546666667,
          31.816283580645162,
          29.134938875000003,
          27.16926308474576,
          28.94309103278689,
          30.08260441791045,
          31.140122744186048,
          32.0688336981132
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.078492458,
        "time_to_acc50_sec": 0.174134988,
        "acc_per_sec": 14.072599591361518,
        "mobile_acc_per_sec": 46994.23627105572
      },
      "started": "2026-08-18T06:59:22.408351092+10:00",
      "ended": "2026-08-18T06:59:24.455633216+10:00"
    },
    {
      "cell": {
        "id": "int4|none|tween_chain|cnn|simd",
        "dtype": 14,
        "format": 0,
        "mode": "tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7008,
        "total_correct": 2632,
        "total_train": 224,
        "infer_ms": 881.939316,
        "train_ms": 1832.957164,
        "blocked_train": 1832957164,
        "duration": 2161933682,
        "avg_accuracy": 38.32638886334306,
        "soft_acc": 25.43366093509405,
        "adapt_pct": 25.096671992792988,
        "stability": 99.51115621562482,
        "consistency": 100,
        "throughput": 3241.542540526458,
        "availability": 32.48519133223083,
        "score": 267.8218661021514,
        "zero_downtime": 8.262173417556152,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 22903280,
        "heap_mib": 21.842269897460938,
        "mobile_score": 1835500.5298688202,
        "mobile_throughput": 22215710.529248834,
        "mobile_availability": 222635.24174108024,
        "mobile_accuracy": 174308.016004426,
        "soft_acc_blocks": [
          25.835160000000002,
          25.92841676,
          25.80130661818182,
          25.97427075925926,
          25.884233796296297,
          26.11919626415094,
          26.080056036363636,
          25.299486192982457,
          25.263873925,
          25.292616340425532,
          25.271969103448278,
          24.720481426229508,
          24.77061337254902,
          24.88236647826087,
          24.902520818181817,
          24.912007070175438
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.070968722,
        "time_to_acc50_sec": 0.070968722,
        "acc_per_sec": 11.76431134167142,
        "mobile_acc_per_sec": 80625.97731636895
      },
      "started": "2026-08-18T06:59:25.297484669+10:00",
      "ended": "2026-08-18T06:59:27.459696632+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|tween_chain|cnn|simd",
        "dtype": 15,
        "format": 0,
        "mode": "tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5008,
        "total_correct": 1352,
        "total_train": 209,
        "infer_ms": 726.541927,
        "train_ms": 1694.744815,
        "blocked_train": 1694744815,
        "duration": 2037756830,
        "avg_accuracy": 24.307500271509557,
        "soft_acc": 25.13541191852352,
        "adapt_pct": 24.891544564981437,
        "stability": 99.63744824389454,
        "consistency": 100,
        "throughput": 2457.6043256348694,
        "availability": 30.00643890693719,
        "score": 185.35846616627242,
        "zero_downtime": 7.542242021338769,
        "weight_bytes": 161,
        "weight_mib": 0.00015354156494140625,
        "heap_bytes": 27682568,
        "heap_mib": 26.40015411376953,
        "mobile_score": 1207220.1181289768,
        "mobile_throughput": 16006117.474266514,
        "mobile_availability": 195428.76821913398,
        "mobile_accuracy": 163704.283775638,
        "soft_acc_blocks": [
          25.348230714285716,
          25.49376446153846,
          25.323293076923076,
          25.298749685714284,
          25.493303805555556,
          25.527815972972974,
          25.631734925,
          24.672533899999998,
          24.55274972,
          24.5991275,
          24.6318409,
          24.657841236842106,
          24.94322835135135,
          25.185733285714285,
          25.238499324324323,
          25.30864353846154,
          25.394912216216216
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.068944038,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.33484366165688,
        "mobile_acc_per_sec": 80335.53433146288
      },
      "started": "2026-08-18T06:59:28.340098326+10:00",
      "ended": "2026-08-18T06:59:30.378126302+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|tween_chain|cnn|simd",
        "dtype": 16,
        "format": 0,
        "mode": "tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7344,
        "total_correct": 1888,
        "total_train": 244,
        "infer_ms": 833.38053,
        "train_ms": 1687.331125,
        "blocked_train": 1687331125,
        "duration": 2041757553,
        "avg_accuracy": 25.68410511620308,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 3596.9011057210473,
        "availability": 33.061319343961216,
        "score": 297.29574026222684,
        "zero_downtime": 8.265329835990304,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 22496528,
        "heap_mib": 21.454360961914062,
        "mobile_score": 2037497.8963477437,
        "mobile_throughput": 24651138.39106244,
        "mobile_availability": 226583.6992968201,
        "mobile_accuracy": 171335.9477124183,
        "soft_acc_blocks": [
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.079872456,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.244352892568925,
        "mobile_acc_per_sec": 83915.91227894348
      },
      "started": "2026-08-18T06:59:31.125009442+10:00",
      "ended": "2026-08-18T06:59:33.167191161+10:00"
    },
    {
      "cell": {
        "id": "int2|none|tween_chain|cnn|simd",
        "dtype": 17,
        "format": 0,
        "mode": "tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8056,
        "total_correct": 869,
        "total_train": 259,
        "infer_ms": 886.207712,
        "train_ms": 1659.431081,
        "blocked_train": 1659431081,
        "duration": 2073126557,
        "avg_accuracy": 10.463966904372962,
        "soft_acc": 24.751683452848127,
        "adapt_pct": 24.749679485506732,
        "stability": 99.85875932699811,
        "consistency": 100,
        "throughput": 3885.9180944832206,
        "availability": 34.81278311899138,
        "score": 334.83984269429124,
        "zero_downtime": 8.616749878739295,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 26691880,
        "heap_mib": 25.455360412597656,
        "mobile_score": 4559805.492117002,
        "mobile_throughput": 52917927.9459849,
        "mobile_availability": 474075.95937375986,
        "mobile_accuracy": 337065.2107565413,
        "soft_acc_blocks": [
          24.671961580645164,
          24.70434868627451,
          24.67546379591837,
          24.75395119642857,
          24.724517745454545,
          24.688360132075474,
          24.668187020408165,
          24.646533548387097,
          24.6355594375,
          24.62000398275862,
          24.571051490909092,
          24.611395440677967,
          24.61342384,
          24.919921079999998,
          24.91855485,
          24.975252125,
          24.965386413043475,
          24.98893273015873,
          24.929180508474577
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 1.6683659039999998,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.939301712803308,
        "mobile_acc_per_sec": 162587.86016629144
      },
      "started": "2026-08-18T06:59:34.019856969+10:00",
      "ended": "2026-08-18T06:59:36.093251442+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|tween_chain|cnn|simd",
        "dtype": 18,
        "format": 0,
        "mode": "tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5432,
        "total_correct": 2175,
        "total_train": 230,
        "infer_ms": 804.961134,
        "train_ms": 1739.772647,
        "blocked_train": 1739772647,
        "duration": 2016775620,
        "avg_accuracy": 41.43907125849346,
        "soft_acc": 25.249596986807454,
        "adapt_pct": 25.383548964749124,
        "stability": 99.65433052191081,
        "consistency": 100,
        "throughput": 2693.4082037346325,
        "availability": 31.632430080119256,
        "score": 215.12415923770428,
        "zero_downtime": 7.987061112363766,
        "weight_bytes": 85,
        "weight_mib": 0.00008106231689453125,
        "heap_bytes": 23527696,
        "heap_mib": 22.437759399414062,
        "mobile_score": 2653812.1223157058,
        "mobile_throughput": 33226390.595755834,
        "mobile_availability": 390223.6118081309,
        "mobile_accuracy": 311483.78129457193,
        "soft_acc_blocks": [
          24.965581172413792,
          24.856081,
          24.850659361111113,
          24.957892878787877,
          25.05697338709677,
          24.88869559375,
          25.367085588235295,
          25.80727980645161,
          25.703508513513512,
          25.693274300000002,
          25.822303627118647,
          25.80740731818182,
          25.22206472222222,
          25.15749580487805,
          25.07711130769231,
          25.040571675000002,
          25.023334625,
          25.19542508108108
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.081694692,
        "time_to_acc50_sec": 0.525784646,
        "acc_per_sec": 12.51978491628506,
        "mobile_acc_per_sec": 154446.4233926885
      },
      "started": "2026-08-18T06:59:37.225656938+10:00",
      "ended": "2026-08-18T06:59:39.242705161+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|tween_chain|cnn|simd",
        "dtype": 19,
        "format": 0,
        "mode": "tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8144,
        "total_correct": 1280,
        "total_train": 272,
        "infer_ms": 783.020743,
        "train_ms": 1682.950261,
        "blocked_train": 1682950261,
        "duration": 2015697810,
        "avg_accuracy": 16.371130773444946,
        "soft_acc": 24.769170380514943,
        "adapt_pct": 24.636947966265655,
        "stability": 99.71286398170284,
        "consistency": 100,
        "throughput": 4040.2881620434964,
        "availability": 31.753039339468245,
        "score": 317.76722620756544,
        "zero_downtime": 7.864964414984826,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 23266480,
        "heap_mib": 22.188644409179688,
        "mobile_score": 4327312.81802369,
        "mobile_throughput": 55020119.47796002,
        "mobile_availability": 432408.7659535358,
        "mobile_accuracy": 337303.3454664784,
        "soft_acc_blocks": [
          25.12693857142857,
          25.037709333333336,
          25.022613265306124,
          25.230424897959182,
          25.01745810909091,
          24.972603,
          24.5844421,
          24.37144298214286,
          24.357795370967743,
          24.366552732142857,
          24.36647501219512,
          24.405511389830508,
          24.650603833333335,
          24.91360975,
          24.908837403846153,
          24.94229955769231,
          24.7628775,
          24.80687204
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.07092565,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.288136772106204,
        "mobile_acc_per_sec": 167338.25070062384
      },
      "started": "2026-08-18T06:59:40.199701974+10:00",
      "ended": "2026-08-18T06:59:42.215660043+10:00"
    },
    {
      "cell": {
        "id": "binary|none|tween_chain|cnn|simd",
        "dtype": 20,
        "format": 0,
        "mode": "tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8376,
        "total_correct": 1447,
        "total_train": 276,
        "infer_ms": 785.334691,
        "train_ms": 1657.117385,
        "blocked_train": 1657117385,
        "duration": 2075708584,
        "avg_accuracy": 17.947629924380454,
        "soft_acc": 24.682004351405947,
        "adapt_pct": 24.833887202020062,
        "stability": 99.38481983699617,
        "consistency": 100,
        "throughput": 4035.2485240770193,
        "availability": 32.15353532283595,
        "score": 320.2428506573575,
        "zero_downtime": 7.936136987513217,
        "weight_bytes": 39,
        "weight_mib": 0.00003719329833984375,
        "heap_bytes": 23543424,
        "heap_mib": 22.4527587890625,
        "mobile_score": 8610229.932586905,
        "mobile_throughput": 108493968.11237396,
        "mobile_availability": 864498.0885814879,
        "mobile_accuracy": 663614.2921738421,
        "soft_acc_blocks": [
          24.600854193548386,
          24.638676384615387,
          24.66809537735849,
          24.62460219230769,
          24.546672142857144,
          24.687120699999998,
          25.100579,
          25.3394155,
          25.302854730769234,
          25.474386615384617,
          25.411418166666667,
          25.556715703703706,
          25.512331847457627,
          24.01124355882353,
          23.942945647058824,
          23.987340716666665,
          23.88903432727273,
          23.834900483333335,
          23.82889538888889
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.074614288,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.890881283461487,
        "mobile_acc_per_sec": 319704.941863767
      },
      "started": "2026-08-18T06:59:43.078748958+10:00",
      "ended": "2026-08-18T06:59:45.154716291+10:00"
    },
    {
      "cell": {
        "id": "int|none|tween_chain|cnn|simd",
        "dtype": 21,
        "format": 0,
        "mode": "tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4120,
        "total_correct": 3614,
        "total_train": 217,
        "infer_ms": 765.36353,
        "train_ms": 1780.737304,
        "blocked_train": 1780737304,
        "duration": 2013692867,
        "avg_accuracy": 85.90868499314169,
        "soft_acc": 34.678194760223704,
        "adapt_pct": 35.327262275475235,
        "stability": 95.11973662508002,
        "consistency": 100,
        "throughput": 2045.9922501180513,
        "availability": 30.0602207021625,
        "score": 213.2812269997968,
        "zero_downtime": 10.424341880448997,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 23303168,
        "heap_mib": 22.2236328125,
        "mobile_score": 91356.852893194,
        "mobile_throughput": 876380.0529655988,
        "mobile_availability": 12875.99100612367,
        "mobile_accuracy": 14854.053410496866,
        "soft_acc_blocks": [
          25.28387306666667,
          25.937322875,
          27.547422555555553,
          30.498480724137934,
          32.962727666666666,
          37.21358264,
          35.71323911538462,
          33.08728109375,
          35.203488875,
          37.529764799999995,
          39.196060307692306,
          40.9855224,
          41.41675242307693,
          31.45783,
          33.83653459090909,
          36.77162761764706,
          39.018332111111114,
          40.54766282142857
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.067299771,
        "time_to_acc50_sec": 0.167127345,
        "acc_per_sec": 17.221193623180124,
        "mobile_acc_per_sec": 7376.523825416553
      },
      "started": "2026-08-18T06:59:46.073207238+10:00",
      "ended": "2026-08-18T06:59:48.087161353+10:00"
    },
    {
      "cell": {
        "id": "uint|none|tween_chain|cnn|simd",
        "dtype": 22,
        "format": 0,
        "mode": "tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4520,
        "total_correct": 3613,
        "total_train": 229,
        "infer_ms": 696.366443,
        "train_ms": 1808.330485,
        "blocked_train": 1808330485,
        "duration": 2090092777,
        "avg_accuracy": 77.26530085126801,
        "soft_acc": 28.537106851701303,
        "adapt_pct": 28.378596117583015,
        "stability": 98.43116868916212,
        "consistency": 100,
        "throughput": 2162.58342679302,
        "availability": 27.802423327761595,
        "score": 171.57952592108094,
        "zero_downtime": 7.934007252405655,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 23770384,
        "heap_mib": 22.669204711914062,
        "mobile_score": 73254.95642191505,
        "mobile_throughput": 923303.3710638916,
        "mobile_availability": 11870.095213082632,
        "mobile_accuracy": 12183.764395003887,
        "soft_acc_blocks": [
          25.130908642857143,
          25.836844566666667,
          27.195418833333335,
          28.27238306451613,
          29.271980903846153,
          30.15226825,
          28.55475894285714,
          27.994602351351354,
          28.765927299999998,
          29.44810721875,
          30.473410935483873,
          30.764075305555554,
          29.45086342857143,
          26.263486818181818,
          27.500045047619047,
          29.050977833333334,
          29.53061718181818,
          30.011246705882353
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071861117,
        "time_to_acc50_sec": 0.175189935,
        "acc_per_sec": 13.653512019051057,
        "mobile_acc_per_sec": 5829.2935744659935
      },
      "started": "2026-08-18T06:59:49.026210647+10:00",
      "ended": "2026-08-18T06:59:51.116574933+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|tween_chain|cnn|simd",
        "dtype": 23,
        "format": 0,
        "mode": "tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4952,
        "total_correct": 3784,
        "total_train": 237,
        "infer_ms": 776.127416,
        "train_ms": 1768.513633,
        "blocked_train": 1768513633,
        "duration": 2047022805,
        "avg_accuracy": 74.56264543674739,
        "soft_acc": 28.651985325867525,
        "adapt_pct": 28.42424828110232,
        "stability": 98.2775670351373,
        "consistency": 100,
        "throughput": 2419.1230248653724,
        "availability": 30.50046749442342,
        "score": 211.4069064292444,
        "zero_downtime": 8.738989470823192,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 24829568,
        "heap_mib": 23.6793212890625,
        "mobile_score": 90259.04247392157,
        "mobile_throughput": 1032831.573664997,
        "mobile_availability": 13022.010669150055,
        "mobile_accuracy": 12232.81114212413,
        "soft_acc_blocks": [
          25.29624657894737,
          26.08800784375,
          27.096269060606062,
          28.061465774193547,
          29.1536878372093,
          30.054407472222223,
          28.081047285714284,
          27.68885940625,
          28.615214595238097,
          29.615942424242423,
          30.498122611111114,
          30.73910406060606,
          30.581620777777776,
          25.876637577777778,
          27.939164,
          28.99550018181818,
          30.24375114285714,
          31.110687235294115
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.069635391,
        "time_to_acc50_sec": 0.170931974,
        "acc_per_sec": 13.996905777445662,
        "mobile_acc_per_sec": 5975.903694010937
      },
      "started": "2026-08-18T06:59:52.107354652+10:00",
      "ended": "2026-08-18T06:59:54.15467506+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|tween_chain|cnn|simd",
        "dtype": 24,
        "format": 0,
        "mode": "tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4296,
        "total_correct": 3519,
        "total_train": 228,
        "infer_ms": 793.954739,
        "train_ms": 1754.116332,
        "blocked_train": 1754116332,
        "duration": 2039983443,
        "avg_accuracy": 79.02075983025476,
        "soft_acc": 33.468400649558355,
        "adapt_pct": 33.43588683117299,
        "stability": 95.18942710493033,
        "consistency": 100,
        "throughput": 2105.8994447927,
        "availability": 31.15904999809952,
        "score": 219.6123693375526,
        "zero_downtime": 10.428435691960152,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 24640320,
        "heap_mib": 23.49884033203125,
        "mobile_score": 94068.73357454802,
        "mobile_throughput": 902040.6929015318,
        "mobile_availability": 13346.663403107517,
        "mobile_accuracy": 14335.850359277492,
        "soft_acc_blocks": [
          24.91158882352941,
          25.781164133333334,
          27.0268745,
          29.460393333333336,
          32.739559,
          36.6316308,
          31.06701670833333,
          33.151238166666666,
          35.60980075,
          37.01697415625,
          39.16955538709678,
          40.38029216666666,
          36.024804515151516,
          27.797650666666666,
          32.73041716,
          34.08919252631579,
          38.3451815862069,
          40.4978773125
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.172392492,
        "time_to_acc50_sec": 0.172392492,
        "acc_per_sec": 16.406211905494544,
        "mobile_acc_per_sec": 7027.434662996669
      },
      "started": "2026-08-18T06:59:54.991327409+10:00",
      "ended": "2026-08-18T06:59:57.031576842+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|tween_chain|cnn|simd",
        "dtype": 25,
        "format": 0,
        "mode": "tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4288,
        "total_correct": 3738,
        "total_train": 222,
        "infer_ms": 764.564244,
        "train_ms": 1771.240916,
        "blocked_train": 1771240916,
        "duration": 2041173389,
        "avg_accuracy": 85.96483430151073,
        "soft_acc": 34.14418979084564,
        "adapt_pct": 33.91939051580097,
        "stability": 95.19128041816406,
        "consistency": 100,
        "throughput": 2100.752451069702,
        "availability": 30.150748805953217,
        "score": 216.26676960668001,
        "zero_downtime": 10.294728895665791,
        "weight_bytes": 4896,
        "weight_mib": 0.004669189453125,
        "heap_bytes": 23994136,
        "heap_mib": 22.882591247558594,
        "mobile_score": 46317.83991157968,
        "mobile_throughput": 449918.01514151634,
        "mobile_availability": 6457.383901133824,
        "mobile_accuracy": 7312.658895859018,
        "soft_acc_blocks": [
          25.474952,
          26.516767222222224,
          29.090042037037037,
          31.541758931034483,
          34.093841966666666,
          37.030697970588236,
          34.9916803902439,
          33.8055673125,
          35.95851867857143,
          38.275631103448276,
          38.76339876923077,
          41.065295441176474,
          35.64233885714286,
          25.57411979310345,
          31.312696258064516,
          35.794571733333335,
          39.24770660869565,
          40.41583116216216
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.06668899,
        "time_to_acc50_sec": 0.06668899,
        "acc_per_sec": 16.727726304316246,
        "mobile_acc_per_sec": 3582.5760492799654
      },
      "started": "2026-08-18T06:59:57.880113023+10:00",
      "ended": "2026-08-18T06:59:59.921651047+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|tween_chain|cnn|simd",
        "dtype": 26,
        "format": 0,
        "mode": "tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3928,
        "total_correct": 1429,
        "total_train": 193,
        "infer_ms": 738.310506,
        "train_ms": 1794.590353,
        "blocked_train": 1794590353,
        "duration": 2095359591,
        "avg_accuracy": 35.56088794290787,
        "soft_acc": 25.55157347753699,
        "adapt_pct": 25.562166198315648,
        "stability": 99.4991643822672,
        "consistency": 100,
        "throughput": 1874.618569944542,
        "availability": 29.148811860385567,
        "score": 139.6212176717385,
        "zero_downtime": 7.4479800803354355,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 25037800,
        "heap_mib": 23.877906799316406,
        "mobile_score": 956885.3460219664,
        "mobile_throughput": 12847581.971229857,
        "mobile_availability": 199769.5721916056,
        "mobile_accuracy": 175116.1222926917,
        "soft_acc_blocks": [
          25.200772,
          25.238658571428573,
          25.3116595,
          25.5091604,
          25.640121115384616,
          25.80593778125,
          25.88154925,
          26.028785304347824,
          26.065466125,
          26.216428851851852,
          26.365838074074073,
          26.210230515151515,
          25.770098642857143,
          24.73621242857143,
          24.859784592592593,
          24.939004391304344,
          25.092226866666667,
          25.056388185185185
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.384540899,
        "time_to_acc50_sec": 0.827393252,
        "acc_per_sec": 12.194362049972831,
        "mobile_acc_per_sec": 83573.30314321772
      },
      "started": "2026-08-18T07:00:00.85855071+10:00",
      "ended": "2026-08-18T07:00:02.954334779+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|tween_chain|cnn|simd",
        "dtype": 27,
        "format": 0,
        "mode": "tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2320,
        "total_correct": 1549,
        "total_train": 137,
        "infer_ms": 661.459656,
        "train_ms": 1868.760589,
        "blocked_train": 1868760589,
        "duration": 2075832231,
        "avg_accuracy": 66.72064136822674,
        "soft_acc": 26.702296040051547,
        "adapt_pct": 26.547841024498826,
        "stability": 99.14403378258427,
        "consistency": 100,
        "throughput": 1117.624037893648,
        "availability": 26.14237465323893,
        "score": 78.01702309435254,
        "zero_downtime": 6.980614271807259,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 23141328,
        "heap_mib": 22.069290161132812,
        "mobile_score": 355681.64351384266,
        "mobile_throughput": 5095277.144166825,
        "mobile_availability": 119183.76801910724,
        "mobile_accuracy": 121736.46422823083,
        "soft_acc_blocks": [
          25.343761333333333,
          25.721358,
          26.040419111111113,
          26.54486683333333,
          26.85432527777778,
          27.08877888888889,
          27.20503255,
          25.72339469565217,
          26.30960682352941,
          26.814872785714282,
          27.265676352941178,
          26.251212294117646,
          25.665238470588235,
          26.9776601875,
          27.43571038888889,
          28.303806375,
          28.3933123125
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.067887426,
        "time_to_acc50_sec": 0.170920463,
        "acc_per_sec": 12.863417207462922,
        "mobile_acc_per_sec": 58644.65461622887
      },
      "started": "2026-08-18T07:00:03.938959509+10:00",
      "ended": "2026-08-18T07:00:06.015100854+10:00"
    },
    {
      "cell": {
        "id": "int6|none|tween_chain|cnn|simd",
        "dtype": 28,
        "format": 0,
        "mode": "tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2336,
        "total_correct": 1653,
        "total_train": 145,
        "infer_ms": 701.863491,
        "train_ms": 1903.640419,
        "blocked_train": 1903640419,
        "duration": 2124389642,
        "avg_accuracy": 68.84095470207974,
        "soft_acc": 27.12144595474683,
        "adapt_pct": 27.014402696910082,
        "stability": 98.80477360288127,
        "consistency": 100,
        "throughput": 1099.6099556392019,
        "availability": 26.937725493568724,
        "score": 80.33641101940486,
        "zero_downtime": 7.305900661176301,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 22934088,
        "heap_mib": 21.87165069580078,
        "mobile_score": 366255.79356992815,
        "mobile_throughput": 5013150.473236225,
        "mobile_availability": 122809.79324845356,
        "mobile_accuracy": 123647.37962367223,
        "soft_acc_blocks": [
          25.1218008,
          25.6586745,
          26.340984352941177,
          26.852101800000003,
          27.41829735,
          27.885602111111112,
          28.08289838888889,
          27.059033363636363,
          27.725564,
          28.26945725,
          28.61369105882353,
          28.548066111111112,
          27.131364875,
          24.56106294117647,
          25.94352863157895,
          27.342312125,
          28.51014157142857
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.172906658,
        "time_to_acc50_sec": 0.172906658,
        "acc_per_sec": 12.766700335261204,
        "mobile_acc_per_sec": 58203.7198728124
      },
      "started": "2026-08-18T07:00:06.86685953+10:00",
      "ended": "2026-08-18T07:00:08.991547816+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|tween_chain|cnn|simd",
        "dtype": 29,
        "format": 0,
        "mode": "tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2320,
        "total_correct": 1772,
        "total_train": 137,
        "infer_ms": 609.003037,
        "train_ms": 1882.123483,
        "blocked_train": 1882123483,
        "duration": 2021777853,
        "avg_accuracy": 74.23789047782856,
        "soft_acc": 26.932628559210936,
        "adapt_pct": 26.883225687975145,
        "stability": 98.98217221675482,
        "consistency": 100,
        "throughput": 1147.5049034479655,
        "availability": 24.446893086746954,
        "score": 75.55391353683336,
        "zero_downtime": 6.5841909093209745,
        "weight_bytes": 238,
        "weight_mib": 0.0002269744873046875,
        "heap_bytes": 22933288,
        "heap_mib": 21.870887756347656,
        "mobile_score": 332874.03546554025,
        "mobile_throughput": 5055655.88923468,
        "mobile_availability": 107707.66960222174,
        "mobile_accuracy": 118659.2769920301,
        "soft_acc_blocks": [
          25.1878037,
          25.638253388888888,
          26.296427578947366,
          27.006547055555554,
          27.732143238095237,
          28.177200411764705,
          27.979019049999998,
          26.23466788888889,
          26.726292631578946,
          27.492601166666667,
          25.3927404,
          26.404570200000002,
          27.343313000000002,
          27.796601399999997,
          28.581247277777777
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.072547417,
        "time_to_acc50_sec": 0.17665113,
        "acc_per_sec": 13.321260057947097,
        "mobile_acc_per_sec": 58690.56128790729
      },
      "started": "2026-08-18T07:00:09.972717866+10:00",
      "ended": "2026-08-18T07:00:11.994851656+10:00"
    },
    {
      "cell": {
        "id": "int5|none|tween_chain|cnn|simd",
        "dtype": 30,
        "format": 0,
        "mode": "tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2640,
        "total_correct": 1591,
        "total_train": 153,
        "infer_ms": 686.162113,
        "train_ms": 1872.62427,
        "blocked_train": 1872624270,
        "duration": 2181795264,
        "avg_accuracy": 58.96292089403545,
        "soft_acc": 26.09000976207218,
        "adapt_pct": 25.978392887281416,
        "stability": 99.35333555118189,
        "consistency": 100,
        "throughput": 1210.0127099735057,
        "availability": 26.815920139277992,
        "score": 84.65583102858714,
        "zero_downtime": 6.996276182127108,
        "weight_bytes": 192,
        "weight_mib": 0.00018310546875,
        "heap_bytes": 38854064,
        "heap_mib": 37.05412292480469,
        "mobile_score": 462333.71185745724,
        "mobile_throughput": 6608282.7467353055,
        "mobile_availability": 146450.67852064353,
        "mobile_accuracy": 142486.23998059687,
        "soft_acc_blocks": [
          25.19879288888889,
          25.342981714285717,
          25.672203888888887,
          25.810682333333332,
          25.98496436842105,
          26.354741684210527,
          25.39013063157895,
          25.734145842105264,
          26.130378625000002,
          26.28779419047619,
          27.09846557894737,
          25.777093818181815,
          25.28563625,
          26.204873650000003,
          27.017090090909093,
          27.0530364,
          27.187154
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.126288047,
        "time_to_acc50_sec": 0.448113646,
        "acc_per_sec": 11.958046748272794,
        "mobile_acc_per_sec": 65306.87930790049
      },
      "started": "2026-08-18T07:00:12.802730257+10:00",
      "ended": "2026-08-18T07:00:14.989070982+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|tween_chain|cnn|simd",
        "dtype": 31,
        "format": 0,
        "mode": "tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2704,
        "total_correct": 1085,
        "total_train": 142,
        "infer_ms": 693.28575,
        "train_ms": 1556.627887,
        "blocked_train": 1556627887,
        "duration": 2074577654,
        "avg_accuracy": 37.49531762639181,
        "soft_acc": 25.88433193354194,
        "adapt_pct": 25.87617078523962,
        "stability": 99.38526477696314,
        "consistency": 100,
        "throughput": 1303.3978240276563,
        "availability": 30.813882746380276,
        "score": 103.95858933857744,
        "zero_downtime": 7.97596769168548,
        "weight_bytes": 200,
        "weight_mib": 0.00019073486328125,
        "heap_bytes": 35882176,
        "heap_mib": 34.21990966796875,
        "mobile_score": 545042.4088714409,
        "mobile_throughput": 6833558.383638118,
        "mobile_availability": 161553.48957334223,
        "mobile_accuracy": 135708.44620772835,
        "soft_acc_blocks": [
          24.868892583333334,
          25.029814523809527,
          25.27152485,
          25.5991425,
          25.47053933333333,
          25.805068095238095,
          26.430368529411766,
          26.476705999999997,
          26.9294755,
          26.713515095238098,
          25.35452673913044,
          25.665527869565217,
          25.97067812,
          26.12360580952381,
          26.555593454545456
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.458950969,
        "time_to_acc50_sec": 1.041655805,
        "acc_per_sec": 12.476916390010407,
        "mobile_acc_per_sec": 65414.975402857766
      },
      "started": "2026-08-18T07:00:15.771114162+10:00",
      "ended": "2026-08-18T07:00:17.846072128+10:00"
    },
    {
      "cell": {
        "id": "int3|none|tween_chain|cnn|simd",
        "dtype": 32,
        "format": 0,
        "mode": "tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3264,
        "total_correct": 799,
        "total_train": 172,
        "infer_ms": 746.786732,
        "train_ms": 1813.610128,
        "blocked_train": 1813610128,
        "duration": 2049440519,
        "avg_accuracy": 24.68253500604562,
        "soft_acc": 25.00932693539208,
        "adapt_pct": 25.10036819285573,
        "stability": 99.77873538030812,
        "consistency": 100,
        "throughput": 1592.6297785859283,
        "availability": 29.166835175700072,
        "score": 116.1732510723524,
        "zero_downtime": 7.29442916579777,
        "weight_bytes": 115,
        "weight_mib": 0.00010967254638671875,
        "heap_bytes": 23300224,
        "heap_mib": 22.2208251953125,
        "mobile_score": 1059273.7644908086,
        "mobile_throughput": 14521681.414874073,
        "mobile_availability": 265944.72487995547,
        "mobile_accuracy": 228036.3478313538,
        "soft_acc_blocks": [
          24.7575352,
          24.835513606060605,
          24.772037352941176,
          24.73142522222222,
          24.790938869565217,
          24.869802826086953,
          25.30668890909091,
          25.368597041666664,
          25.293083208333332,
          25.275377969696972,
          25.3218432,
          25.18991575,
          24.91005628,
          24.984563136363636,
          24.88023839130435,
          24.95621148,
          24.91472945833333
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.810303737,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.203002089367827,
        "mobile_acc_per_sec": 111267.60972922572
      },
      "started": "2026-08-18T07:00:18.625353494+10:00",
      "ended": "2026-08-18T07:00:20.675079274+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|tween_chain|cnn|simd",
        "dtype": 33,
        "format": 0,
        "mode": "tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3432,
        "total_correct": 756,
        "total_train": 178,
        "infer_ms": 780.942647,
        "train_ms": 1827.173563,
        "blocked_train": 1827173563,
        "duration": 2066630466,
        "avg_accuracy": 21.93757538837556,
        "soft_acc": 24.966678348007708,
        "adapt_pct": 24.99237855268875,
        "stability": 99.89977137341594,
        "consistency": 100,
        "throughput": 1660.6742504104748,
        "availability": 29.942785678250125,
        "score": 124.14734027875306,
        "zero_downtime": 7.4757189887220274,
        "weight_bytes": 123,
        "weight_mib": 0.00011730194091796875,
        "heap_bytes": 23591808,
        "heap_mib": 22.4989013671875,
        "mobile_score": 1058357.0852043396,
        "mobile_throughput": 14157261.486165967,
        "mobile_availability": 255262.49134436424,
        "mobile_accuracy": 212841.1358978905,
        "soft_acc_blocks": [
          24.8810075625,
          24.899360037037038,
          24.843967352941178,
          24.870363666666666,
          25.06317216,
          24.84798824,
          24.92410353846154,
          24.959615925925927,
          25.00913196,
          24.824659357142856,
          24.89001395833333,
          25.00598125,
          25.05005169230769,
          25.0609447037037,
          25.08121111111111,
          25.04272664,
          25.17923276
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.072225353,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.080862427394269,
        "mobile_acc_per_sec": 102989.45041192987
      },
      "started": "2026-08-18T07:00:21.555814336+10:00",
      "ended": "2026-08-18T07:00:23.622741001+10:00"
    },
    {
      "cell": {
        "id": "float64|none|tween_chain|bicameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 904,
        "total_correct": 203,
        "total_train": 66,
        "infer_ms": 491.709137,
        "train_ms": 1929.625155,
        "blocked_train": 1929625155,
        "duration": 2104662032,
        "avg_accuracy": 21.170634920634917,
        "soft_acc": 25.000349233193276,
        "adapt_pct": 25.000632518601194,
        "stability": 99.99930055663417,
        "consistency": 100,
        "throughput": 429.5226436621536,
        "availability": 20.307362705950556,
        "score": 21.80648490584428,
        "zero_downtime": 5.076911596538888,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 26861640,
        "heap_mib": 25.61725616455078,
        "mobile_score": 180.2383396127394,
        "mobile_throughput": 3550.157141511275,
        "mobile_availability": 167.8475624034778,
        "mobile_accuracy": 206.6367621826907,
        "soft_acc_blocks": [
          24.99961075,
          24.99945,
          24.99914085714286,
          24.999200666666667,
          25.0005495,
          24.999834000000003,
          25.000629666666665,
          25.000847142857143,
          25.000783166666665,
          24.999951,
          25.00158075,
          25.000778714285712,
          25.00032733333333,
          25.000904625,
          25.0009555,
          25.001237666666665,
          25.000155625
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.842169828,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.87855762734322,
        "mobile_acc_per_sec": 98.18049598506309
      },
      "started": "2026-08-18T07:00:24.4684085+10:00",
      "ended": "2026-08-18T07:00:26.575607986+10:00"
    },
    {
      "cell": {
        "id": "float32|none|tween_chain|bicameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2128,
        "total_correct": 684,
        "total_train": 93,
        "infer_ms": 569.690335,
        "train_ms": 1808.411866,
        "blocked_train": 1808411866,
        "duration": 2021180300,
        "avg_accuracy": 32.88078298123551,
        "soft_acc": 25.001155828806613,
        "adapt_pct": 25.000420656245403,
        "stability": 99.99839838092284,
        "consistency": 100,
        "throughput": 1052.8501588898328,
        "availability": 23.955670818539396,
        "score": 63.05724476944924,
        "zero_downtime": 5.989194591178987,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 26788648,
        "heap_mib": 25.547645568847656,
        "mobile_score": 1042.381029943404,
        "mobile_throughput": 17404.360704503488,
        "mobile_availability": 396.0042483954592,
        "mobile_accuracy": 413.28685796359446,
        "soft_acc_blocks": [
          25.001154222222223,
          25.001448166666666,
          25.0013193,
          25.002292172413792,
          25.002989,
          25.003649058823527,
          25.000757,
          25.0017563125,
          25.00189647826087,
          25.00237813333333,
          25.0023911875,
          24.99972012121212,
          24.997980000000002,
          24.998493466666666,
          24.9991128125
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.068455496,
        "time_to_acc50_sec": 0.709339922,
        "acc_per_sec": 12.369582183641217,
        "mobile_acc_per_sec": 204.47797653855739
      },
      "started": "2026-08-18T07:00:27.526262154+10:00",
      "ended": "2026-08-18T07:00:29.549945481+10:00"
    },
    {
      "cell": {
        "id": "float16|none|tween_chain|bicameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 488,
        "total_correct": 197,
        "total_train": 35,
        "infer_ms": 501.379345,
        "train_ms": 1941.004098,
        "blocked_train": 1941004098,
        "duration": 2095354976,
        "avg_accuracy": 39.154411764705884,
        "soft_acc": 25.001530514705877,
        "adapt_pct": 25.002773218749997,
        "stability": 99.9979485682753,
        "consistency": 100,
        "throughput": 232.89609903310247,
        "availability": 20.528281357170993,
        "score": 11.9531233522935,
        "zero_downtime": 5.132384527657783,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 24448392,
        "heap_mib": 23.31580352783203,
        "mobile_score": 395.1872326981495,
        "mobile_throughput": 7699.875770580605,
        "mobile_availability": 678.6941339505906,
        "mobile_accuracy": 826.5861035751113,
        "soft_acc_blocks": [
          24.998342,
          25.000609,
          24.9966575,
          24.999225,
          24.9994755,
          24.99963725,
          25.001884,
          25.002531,
          25.00318625,
          25.0029725,
          25.0027365,
          25.00295225,
          25.0024645,
          25.00292175,
          25.0032735,
          25.00369375,
          25.0034565
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.075003897,
        "time_to_acc50_sec": 0.995448526,
        "acc_per_sec": 11.931883046582117,
        "mobile_acc_per_sec": 394.4849980279004
      },
      "started": "2026-08-18T07:00:30.785274706+10:00",
      "ended": "2026-08-18T07:00:32.883123803+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|tween_chain|bicameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 776,
        "total_correct": 362,
        "total_train": 46,
        "infer_ms": 572.525048,
        "train_ms": 1934.075333,
        "blocked_train": 1934075333,
        "duration": 2035067948,
        "avg_accuracy": 45.467728758169926,
        "soft_acc": 25.003625091666663,
        "adapt_pct": 25.00381496875,
        "stability": 99.99629042959906,
        "consistency": 100,
        "throughput": 381.31404937246845,
        "availability": 22.840698993734012,
        "score": 21.77685582562397,
        "zero_downtime": 5.711002744709333,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 23391440,
        "heap_mib": 22.307815551757812,
        "mobile_score": 719.973778982516,
        "mobile_throughput": 12606.783977638588,
        "mobile_availability": 755.1459448875531,
        "mobile_accuracy": 826.6553532639508,
        "soft_acc_blocks": [
          25.000795333333333,
          25.0034142,
          25.001503875,
          25.003800166666664,
          25.0044358,
          25.0069662,
          25.007286166666663,
          25.00587875,
          25.006325833333335,
          25.009120999999997,
          25.008863333333334,
          25.00749425,
          24.997016000000002,
          24.99840875,
          24.998989,
          24.9998824,
          25.0014455
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.069912163,
        "time_to_acc50_sec": 0.650163325,
        "acc_per_sec": 12.286383418420712,
        "mobile_acc_per_sec": 406.20528374807407
      },
      "started": "2026-08-18T07:00:33.692538176+10:00",
      "ended": "2026-08-18T07:00:35.730079412+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|tween_chain|bicameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 488,
        "total_correct": 107,
        "total_train": 34,
        "infer_ms": 434.876806,
        "train_ms": 1970.823725,
        "blocked_train": 1970823725,
        "duration": 2123793861,
        "avg_accuracy": 19.222222222222225,
        "soft_acc": 23.333333333333332,
        "adapt_pct": 25,
        "stability": 93.76390435537677,
        "consistency": 93.33333333333333,
        "throughput": 229.7774793313615,
        "availability": 18.07693020790209,
        "score": 9.691900066848268,
        "zero_downtime": 4.2179503818438215,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 23607864,
        "heap_mib": 22.51421356201172,
        "mobile_score": 640.855959420828,
        "mobile_throughput": 15193.5395489571,
        "mobile_availability": 1195.2979675672307,
        "mobile_accuracy": 1542.866271492832,
        "soft_acc_blocks": [
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          0,
          25,
          25,
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.184188814,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.986628110106082,
        "mobile_acc_per_sec": 726.4670549364733
      },
      "started": "2026-08-18T07:00:36.616428395+10:00",
      "ended": "2026-08-18T07:00:38.743120858+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|tween_chain|bicameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 528,
        "total_correct": 77,
        "total_train": 38,
        "infer_ms": 526.779121,
        "train_ms": 2001.342717,
        "blocked_train": 2001342717,
        "duration": 2135251655,
        "avg_accuracy": 13.786764705882353,
        "soft_acc": 24.999155238235293,
        "adapt_pct": 24.9994842375,
        "stability": 99.99693171901248,
        "consistency": 100,
        "throughput": 247.27764465776755,
        "availability": 20.83677744806538,
        "score": 12.880737863137648,
        "zero_downtime": 5.209018340887467,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 24404800,
        "heap_mib": 23.27423095703125,
        "mobile_score": 851.7109714703886,
        "mobile_throughput": 16350.700184428255,
        "mobile_availability": 1377.7869056238242,
        "mobile_accuracy": 1653.0151471237111,
        "soft_acc_blocks": [
          24.997789,
          24.99885975,
          24.9987815,
          24.997688,
          24.99761725,
          25.00010325,
          25.003094,
          25.00417525,
          25.0026812,
          25.0030554,
          25.0035095,
          24.9997492,
          24.99702425,
          24.99435675,
          24.99469,
          24.99586375,
          24.996601
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.845294164,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.707826185122565,
        "mobile_acc_per_sec": 774.1547200082658
      },
      "started": "2026-08-18T07:00:39.553177592+10:00",
      "ended": "2026-08-18T07:00:41.691533891+10:00"
    },
    {
      "cell": {
        "id": "int64|none|tween_chain|bicameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 512,
        "total_correct": 123,
        "total_train": 34,
        "infer_ms": 617.404134,
        "train_ms": 1969.510875,
        "blocked_train": 1969510875,
        "duration": 2115560514,
        "avg_accuracy": 23.68872549019608,
        "soft_acc": 24.999523401960783,
        "adapt_pct": 24.99965151041667,
        "stability": 99.9990867717669,
        "consistency": 100,
        "throughput": 242.01623948441681,
        "availability": 23.866425137742127,
        "score": 14.439880868427394,
        "zero_downtime": 5.966492537521294,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 22713336,
        "heap_mib": 21.66112518310547,
        "mobile_score": 119.350741908596,
        "mobile_throughput": 2000.3501413609208,
        "mobile_availability": 197.26447696141608,
        "mobile_accuracy": 206.62993639436272,
        "soft_acc_blocks": [
          24.999353,
          24.99768575,
          24.9984395,
          24.9986525,
          24.99996675,
          24.99805375,
          25.00020475,
          24.99851975,
          25.00087725,
          25.000307,
          24.99986,
          24.999658,
          24.999573333333334,
          24.999724999999998,
          25.00060025,
          24.99983325,
          25.000588
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.069531376,
        "time_to_acc50_sec": 1.042493816,
        "acc_per_sec": 11.816973911416452,
        "mobile_acc_per_sec": 97.671484709117
      },
      "started": "2026-08-18T07:00:42.607814786+10:00",
      "ended": "2026-08-18T07:00:44.726426818+10:00"
    },
    {
      "cell": {
        "id": "int32|none|tween_chain|bicameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 512,
        "total_correct": 93,
        "total_train": 34,
        "infer_ms": 579.205997,
        "train_ms": 1976.117768,
        "blocked_train": 1976117768,
        "duration": 2180831724,
        "avg_accuracy": 20.098039215686274,
        "soft_acc": 24.9986158382353,
        "adapt_pct": 24.998926625,
        "stability": 99.99838848867076,
        "consistency": 100,
        "throughput": 234.7728136772097,
        "availability": 22.666638370187115,
        "score": 13.303039583799723,
        "zero_downtime": 5.666345849605116,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 24446760,
        "heap_mib": 23.314247131347656,
        "mobile_score": 219.90869016619968,
        "mobile_throughput": 3880.9613109218353,
        "mobile_availability": 374.69562674450316,
        "mobile_accuracy": 413.244870115926,
        "soft_acc_blocks": [
          24.9949375,
          24.99711125,
          24.9976335,
          24.997702,
          24.99782125,
          24.99749175,
          24.999571,
          24.999312,
          25.000249,
          25.00084075,
          25.001789,
          25.00056,
          24.99775275,
          24.99763825,
          24.99883825,
          24.9984585,
          24.9987625
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.819572445,
        "time_to_acc50_sec": 1.408649615,
        "acc_per_sec": 11.462881598394842,
        "mobile_acc_per_sec": 189.4895720601348
      },
      "started": "2026-08-18T07:00:45.641070865+10:00",
      "ended": "2026-08-18T07:00:47.825362806+10:00"
    },
    {
      "cell": {
        "id": "int16|none|tween_chain|bicameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 368,
        "total_correct": 105,
        "total_train": 28,
        "infer_ms": 429.637126,
        "train_ms": 1796.038364,
        "blocked_train": 1796038364,
        "duration": 2150464770,
        "avg_accuracy": 26.116071428571427,
        "soft_acc": 23.215086070238097,
        "adapt_pct": 21.875204875,
        "stability": 93.56129346728386,
        "consistency": 92.85714285714286,
        "throughput": 171.1257980757341,
        "availability": 19.30367333110183,
        "score": 7.6687705574460665,
        "zero_downtime": 4.481364378532887,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 35747224,
        "heap_mib": 34.091209411621094,
        "mobile_score": 253.54044507644616,
        "mobile_throughput": 5657.661900714496,
        "mobile_availability": 638.2068535387008,
        "mobile_accuracy": 767.5237133051452,
        "soft_acc_blocks": [
          25.000683,
          25.001449,
          25.0039285,
          25.00286475,
          25.00073575,
          25.000627,
          25.0011115,
          0,
          25.0016255,
          24.9986235,
          24.999402,
          24.99951375,
          25.000360333333333,
          25.0002804
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.275509755,
        "time_to_acc50_sec": 0.500538706,
        "acc_per_sec": 10.795380791212914,
        "mobile_acc_per_sec": 356.91061951465736
      },
      "started": "2026-08-18T07:00:48.980640824+10:00",
      "ended": "2026-08-18T07:00:51.139948428+10:00"
    },
    {
      "cell": {
        "id": "int8|none|tween_chain|bicameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1544,
        "total_correct": 415,
        "total_train": 72,
        "infer_ms": 670.68662,
        "train_ms": 1816.844576,
        "blocked_train": 1816844576,
        "duration": 2025406443,
        "avg_accuracy": 27.27808641835791,
        "soft_acc": 25.000491904256908,
        "adapt_pct": 25.000128007985843,
        "stability": 99.9992296372825,
        "consistency": 100,
        "throughput": 762.316129355771,
        "availability": 26.961938048394227,
        "score": 51.38481166886563,
        "zero_downtime": 6.7406171390195615,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 35590920,
        "heap_mib": 33.94214630126953,
        "mobile_score": 3397.7096910387468,
        "mobile_throughput": 50406.50760848511,
        "mobile_availability": 1782.7999212405741,
        "mobile_accuracy": 1653.1035312774682,
        "soft_acc_blocks": [
          25.001487,
          25.000931769230768,
          25.0008106,
          25.0008896,
          25.00125172222222,
          25.0002539,
          24.999325642857144,
          24.999335294117646,
          24.99892681818182,
          25.00064641666667,
          25.000747,
          25.001090777777776,
          25.000698214285713
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.118606962,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.343444443292366,
        "mobile_acc_per_sec": 816.1836045257747
      },
      "started": "2026-08-18T07:00:52.012066961+10:00",
      "ended": "2026-08-18T07:00:54.05311589+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|tween_chain|bicameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 488,
        "total_correct": 208,
        "total_train": 30,
        "infer_ms": 580.898255,
        "train_ms": 1918.777958,
        "blocked_train": 1918777958,
        "duration": 2191468785,
        "avg_accuracy": 42.801339285714285,
        "soft_acc": 25.001213582589283,
        "adapt_pct": 25.002182614583333,
        "stability": 99.9979066271651,
        "consistency": 100,
        "throughput": 222.68170249114453,
        "availability": 23.238939986664583,
        "score": 12.937844816042542,
        "zero_downtime": 5.810017020395758,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 28206480,
        "heap_mib": 26.899795532226562,
        "mobile_score": 106.91902498208304,
        "mobile_throughput": 1840.253214521566,
        "mobile_availability": 192.047813242464,
        "mobile_accuracy": 206.6113342389674,
        "soft_acc_blocks": [
          24.997728666666664,
          24.998051,
          24.99977025,
          24.99898225,
          24.99776466666667,
          25.000306666666663,
          25.001059,
          25.00320475,
          25.003091,
          25.00238057142857,
          25.002559,
          25.002869,
          25.002905,
          25.0014665,
          25.0034545,
          25.0038245
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.091789445,
        "time_to_acc50_sec": 1.043415127,
        "acc_per_sec": 11.408427878925632,
        "mobile_acc_per_sec": 94.27984357028723
      },
      "started": "2026-08-18T07:00:54.9561675+10:00",
      "ended": "2026-08-18T07:00:57.151400774+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|tween_chain|bicameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 496,
        "total_correct": 142,
        "total_train": 33,
        "infer_ms": 575.761303,
        "train_ms": 1976.408789,
        "blocked_train": 1976408789,
        "duration": 2127271288,
        "avg_accuracy": 29.231770833333336,
        "soft_acc": 25.000013562499998,
        "adapt_pct": 24.999393531249996,
        "stability": 99.9967438636974,
        "consistency": 100,
        "throughput": 233.16255091579083,
        "availability": 22.55967597162799,
        "score": 13.150186127418236,
        "zero_downtime": 5.63992205256305,
        "weight_bytes": 63452,
        "weight_mib": 0.060512542724609375,
        "heap_bytes": 24468544,
        "heap_mib": 23.33502197265625,
        "mobile_score": 217.31339546024876,
        "mobile_throughput": 3853.127639618551,
        "mobile_availability": 372.80991602511807,
        "mobile_accuracy": 413.1377138831242,
        "soft_acc_blocks": [
          25.0013415,
          25.0010485,
          25.0007635,
          25.0000165,
          25.00018725,
          25.001196,
          25.002579,
          25.00325275,
          25.00338325,
          25.00308075,
          25.00430375,
          24.9995935,
          24.99437725,
          24.9942625,
          24.99461925,
          24.99621175
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.081970982,
        "time_to_acc50_sec": 0.804857698,
        "acc_per_sec": 11.752151078955377,
        "mobile_acc_per_sec": 194.2101678397326
      },
      "started": "2026-08-18T07:00:57.980458381+10:00",
      "ended": "2026-08-18T07:01:00.111339625+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|tween_chain|bicameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 480,
        "total_correct": 169,
        "total_train": 30,
        "infer_ms": 586.600639,
        "train_ms": 1970.991594,
        "blocked_train": 1970991594,
        "duration": 2071345535,
        "avg_accuracy": 35.125,
        "soft_acc": 25.00128531333333,
        "adapt_pct": 25.00065825,
        "stability": 99.99781740534314,
        "consistency": 100,
        "throughput": 231.73342732505517,
        "availability": 22.93565922789538,
        "score": 13.28808044085602,
        "zero_downtime": 5.7342096020599875,
        "weight_bytes": 31736,
        "weight_mib": 0.03026580810546875,
        "heap_bytes": 23658680,
        "heap_mib": 22.56267547607422,
        "mobile_score": 439.0459489649307,
        "mobile_throughput": 7656.607962276186,
        "mobile_availability": 757.8075942320905,
        "mobile_accuracy": 826.0570881243323,
        "soft_acc_blocks": [
          25.001302,
          25.0012592,
          25.00305,
          25.00343,
          25.002692,
          25.002917,
          25.00300825,
          25.00260125,
          25.00319925,
          25.00399325,
          24.9986315,
          24.9988375,
          24.998396,
          24.99767525,
          24.99828725
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071379705,
        "time_to_acc50_sec": 0.388765943,
        "acc_per_sec": 12.070069860813122,
        "mobile_acc_per_sec": 398.8021670775139
      },
      "started": "2026-08-18T07:01:00.911894905+10:00",
      "ended": "2026-08-18T07:01:02.986482062+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|tween_chain|bicameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 976,
        "total_correct": 276,
        "total_train": 61,
        "infer_ms": 495.759884,
        "train_ms": 1916.026416,
        "blocked_train": 1916026416,
        "duration": 2061494268,
        "avg_accuracy": 27.02777777777778,
        "soft_acc": 25.000273391746028,
        "adapt_pct": 25.002242779166664,
        "stability": 99.99654410655046,
        "consistency": 100,
        "throughput": 473.44298509589646,
        "availability": 20.55571358042792,
        "score": 24.33016205944501,
        "zero_downtime": 5.138984592731245,
        "weight_bytes": 15878,
        "weight_mib": 0.015142440795898438,
        "heap_bytes": 23379840,
        "heap_mib": 22.2967529296875,
        "mobile_score": 1606.75299229403,
        "mobile_throughput": 31265.9624348101,
        "mobile_availability": 1357.4901072748953,
        "mobile_accuracy": 1651.0068441884043,
        "soft_acc_blocks": [
          24.99738575,
          24.99564414285714,
          24.9958535,
          24.9959075,
          24.995071333333332,
          25.001824,
          25.005095,
          25.0039378,
          25.00461511111111,
          25.00507125,
          25.00135288888889,
          25.000519333333333,
          24.999734,
          25.0008641,
          25.001225166666668
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.751449514,
        "time_to_acc50_sec": 0.867754741,
        "acc_per_sec": 12.127258261067368,
        "mobile_acc_per_sec": 800.8786974654854
      },
      "started": "2026-08-18T07:01:03.853080973+10:00",
      "ended": "2026-08-18T07:01:05.917979417+10:00"
    },
    {
      "cell": {
        "id": "int4|none|tween_chain|bicameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1200,
        "total_correct": 273,
        "total_train": 69,
        "infer_ms": 316.601426,
        "train_ms": 1914.72679,
        "blocked_train": 1914726790,
        "duration": 2091322992,
        "avg_accuracy": 21.200648310023308,
        "soft_acc": 25.000156264872107,
        "adapt_pct": 25.00018156447406,
        "stability": 99.99834075769535,
        "consistency": 100,
        "throughput": 573.799458328721,
        "availability": 14.188922262972003,
        "score": 20.354116996448507,
        "zero_downtime": 3.5472527380442282,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 23614376,
        "heap_mib": 22.520423889160156,
        "mobile_score": 2691.744051414805,
        "mobile_throughput": 75882.49978767776,
        "mobile_availability": 1876.4236790034217,
        "mobile_accuracy": 3306.16267569612,
        "soft_acc_blocks": [
          24.99938925,
          25.000794857142857,
          25.001125166666668,
          25.000850571428572,
          25.0014185,
          25.0011276,
          25.00199769230769,
          25.00233136363636,
          25.000806818181818,
          25.0016458,
          25.001550166666664,
          24.99828675,
          24.99733625,
          24.998015875,
          24.9975345,
          24.998289076923076
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.225235849,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.954230102430829,
        "mobile_acc_per_sec": 1580.895293717557
      },
      "started": "2026-08-18T07:01:06.887841837+10:00",
      "ended": "2026-08-18T07:01:08.9825514+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|tween_chain|bicameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 392,
        "total_correct": 109,
        "total_train": 29,
        "infer_ms": 483.632076,
        "train_ms": 1992.233753,
        "blocked_train": 1992233753,
        "duration": 2132984555,
        "avg_accuracy": 24.739583333333332,
        "soft_acc": 23.437657708333337,
        "adapt_pct": 25.000585572916663,
        "stability": 93.94842275156365,
        "consistency": 93.75,
        "throughput": 183.78004617103286,
        "availability": 19.533856412378316,
        "score": 8.413962163185268,
        "zero_downtime": 4.578278403170552,
        "weight_bytes": 7949,
        "weight_mib": 0.007580757141113281,
        "heap_bytes": 24410984,
        "heap_mib": 23.280128479003906,
        "mobile_score": 1109.9105282707453,
        "mobile_throughput": 24242.9671271653,
        "mobile_availability": 2576.7685270431507,
        "mobile_accuracy": 3091.7304527831598,
        "soft_acc_blocks": [
          24.999298,
          24.9993995,
          0,
          24.998654,
          24.99908825,
          24.99922475,
          25.00050175,
          25.001021,
          25.00152975,
          25.000288,
          25.000677,
          25.000754,
          25.000408333333336,
          25.000568,
          25.00081425,
          25.00029675
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.192489778,
        "time_to_acc50_sec": 0.991247079,
        "acc_per_sec": 10.988198509638686,
        "mobile_acc_per_sec": 1449.4856259206056
      },
      "started": "2026-08-18T07:01:09.885345463+10:00",
      "ended": "2026-08-18T07:01:12.021388827+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|tween_chain|bicameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 704,
        "total_correct": 184,
        "total_train": 35,
        "infer_ms": 555.034163,
        "train_ms": 1912.414094,
        "blocked_train": 1912414094,
        "duration": 2057767558,
        "avg_accuracy": 25.65025252525253,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 342.11832977104405,
        "availability": 22.494257434797348,
        "score": 19.239244457581897,
        "zero_downtime": 5.623564358699337,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 28313024,
        "heap_mib": 27.00140380859375,
        "mobile_score": 2544.306973937873,
        "mobile_throughput": 45243.67130256051,
        "mobile_availability": 2974.7683798650605,
        "mobile_accuracy": 3306.142010341783,
        "soft_acc_blocks": [
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.083955509,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.149088415164917,
        "mobile_acc_per_sec": 1606.6644638693363
      },
      "started": "2026-08-18T07:01:13.204483526+10:00",
      "ended": "2026-08-18T07:01:15.283028476+10:00"
    },
    {
      "cell": {
        "id": "int2|none|tween_chain|bicameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1144,
        "total_correct": 276,
        "total_train": 71,
        "infer_ms": 307.444518,
        "train_ms": 1928.025652,
        "blocked_train": 1928025652,
        "duration": 2025023742,
        "avg_accuracy": 25.375973076630974,
        "soft_acc": 25.000930549441783,
        "adapt_pct": 25.000393751036682,
        "stability": 99.99880494345483,
        "consistency": 100,
        "throughput": 564.9316480952152,
        "availability": 13.753013666919117,
        "score": 19.42450468439005,
        "zero_downtime": 3.438381395321685,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 26767768,
        "heap_mib": 25.527732849121094,
        "mobile_score": 5136.965806794195,
        "mobile_throughput": 149400.6980663527,
        "mobile_availability": 3637.094592384207,
        "mobile_accuracy": 6611.696280406423,
        "soft_acc_blocks": [
          25.0000355,
          25.00126475,
          25.001501833333332,
          25.0023179,
          25.00291,
          25.000553500000002,
          25.0003143,
          24.998258,
          25.000356105263158,
          25.000852625,
          25.0009689,
          25.002367666666668,
          25.001193636363634,
          24.9991379,
          25.001925625
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071374071,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.345993793015875,
        "mobile_acc_per_sec": 3264.9969199257034
      },
      "started": "2026-08-18T07:01:16.084377368+10:00",
      "ended": "2026-08-18T07:01:18.112493201+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|tween_chain|bicameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 408,
        "total_correct": 114,
        "total_train": 25,
        "infer_ms": 795.800622,
        "train_ms": 1990.026275,
        "blocked_train": 1990026275,
        "duration": 2171835857,
        "avg_accuracy": 30.442176870748302,
        "soft_acc": 25.00093268962585,
        "adapt_pct": 25.00079997767857,
        "stability": 99.9986044200308,
        "consistency": 100,
        "throughput": 187.85950083887946,
        "availability": 28.566047045384675,
        "score": 13.41650886608701,
        "zero_downtime": 7.141778193903476,
        "weight_bytes": 3985,
        "weight_mib": 0.0038003921508789062,
        "heap_bytes": 23655384,
        "heap_mib": 22.559532165527344,
        "mobile_score": 3530.295909853464,
        "mobile_throughput": 49431.60952362079,
        "mobile_availability": 7516.605105812116,
        "mobile_accuracy": 6578.513926212576,
        "soft_acc_blocks": [
          25.0039,
          25.0004665,
          25.000797333333335,
          24.99969175,
          25.001078,
          24.99901875,
          24.9994395,
          24.998886571428574,
          25.0003005,
          25.00114875,
          25.00215275,
          25.0019025,
          25.002773,
          25.00150175
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071315111,
        "time_to_acc50_sec": 0.071315111,
        "acc_per_sec": 11.511428273479256,
        "mobile_acc_per_sec": 3029.0106432350776
      },
      "started": "2026-08-18T07:01:19.064253568+10:00",
      "ended": "2026-08-18T07:01:21.239763704+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|tween_chain|bicameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 984,
        "total_correct": 197,
        "total_train": 55,
        "infer_ms": 591.935564,
        "train_ms": 1863.374334,
        "blocked_train": 1863374334,
        "duration": 2119380693,
        "avg_accuracy": 19.863782051282048,
        "soft_acc": 24.999294488978116,
        "adapt_pct": 24.998658862996034,
        "stability": 99.99762855981201,
        "consistency": 100,
        "throughput": 464.2865735495308,
        "availability": 24.10838503449881,
        "score": 27.982209011140164,
        "zero_downtime": 6.026926171311086,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 23656720,
        "heap_mib": 22.560806274414062,
        "mobile_score": 7400.119242387215,
        "mobile_throughput": 122784.30218064887,
        "mobile_availability": 6375.655471862452,
        "mobile_accuracy": 6611.263611115944,
        "soft_acc_blocks": [
          24.999929599999998,
          24.999235285714285,
          24.999108,
          24.9989505,
          24.9981121,
          24.99604066666667,
          24.996980111111114,
          24.99643306666667,
          24.99642957142857,
          25.002459333333334,
          25.002071083333334,
          25.0024275,
          25.00265153846154
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.068741927,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.795565832767599,
        "mobile_acc_per_sec": 3119.4318382497145
      },
      "started": "2026-08-18T07:01:22.092929816+10:00",
      "ended": "2026-08-18T07:01:24.215734266+10:00"
    },
    {
      "cell": {
        "id": "binary|none|tween_chain|bicameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1312,
        "total_correct": 146,
        "total_train": 70,
        "infer_ms": 328.342613,
        "train_ms": 1906.285269,
        "blocked_train": 1906285269,
        "duration": 2042810737,
        "avg_accuracy": 12.794507575757574,
        "soft_acc": 25.00102921660774,
        "adapt_pct": 24.994443700311145,
        "stability": 99.98840369950143,
        "consistency": 100,
        "throughput": 642.2523517409925,
        "availability": 14.693391040396945,
        "score": 23.593133634675645,
        "zero_downtime": 3.6734989869200643,
        "weight_bytes": 1983,
        "weight_mib": 0.0018911361694335938,
        "heap_bytes": 23645416,
        "heap_mib": 22.550025939941406,
        "mobile_score": 12475.639785231291,
        "mobile_throughput": 339611.90215792385,
        "mobile_availability": 7769.610289246226,
        "mobile_accuracy": 13220.11054555405,
        "soft_acc_blocks": [
          25.0167395,
          25.017498222222223,
          25.014707,
          25.0099436,
          25.01295,
          25.001334444444446,
          24.994698800000002,
          24.979591222222222,
          24.980971272727274,
          24.99101776190476,
          24.994936071428572,
          24.997510666666667,
          25.00577725,
          25.000729875,
          24.9970325625
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.076211578,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.238544062737487,
        "mobile_acc_per_sec": 6471.529792803341
      },
      "started": "2026-08-18T07:01:25.05690653+10:00",
      "ended": "2026-08-18T07:01:27.102460243+10:00"
    },
    {
      "cell": {
        "id": "int|none|tween_chain|bicameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 44,
        "total_train": 23,
        "infer_ms": 482.06821,
        "train_ms": 1844.522594,
        "blocked_train": 1844522594,
        "duration": 2134157560,
        "avg_accuracy": 13.701923076923077,
        "soft_acc": 23.075874596153845,
        "adapt_pct": 18.74960715625,
        "stability": 93.33856868823011,
        "consistency": 92.3076923076923,
        "throughput": 153.69062066813848,
        "availability": 20.719939628885427,
        "score": 7.348420842613919,
        "zero_downtime": 4.781307285160386,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 37084592,
        "heap_mib": 35.36662292480469,
        "mobile_score": 60.73730714359261,
        "mobile_throughput": 1270.3075439660895,
        "mobile_availability": 171.25765714700913,
        "mobile_accuracy": 190.7302960693074,
        "soft_acc_blocks": [
          24.9981475,
          24.99673575,
          24.9984145,
          24.99834425,
          24.9986095,
          25.0019565,
          25.0000765,
          0,
          24.99852175,
          24.9979955,
          24.9996975,
          24.9985395,
          24.999331
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.849364862,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.812638686411626,
        "mobile_acc_per_sec": 89.37029750948068
      },
      "started": "2026-08-18T07:01:28.300795891+10:00",
      "ended": "2026-08-18T07:01:30.440592162+10:00"
    },
    {
      "cell": {
        "id": "uint|none|tween_chain|bicameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 392,
        "total_correct": 105,
        "total_train": 27,
        "infer_ms": 570.869958,
        "train_ms": 1962.105158,
        "blocked_train": 1962105158,
        "duration": 2185627213,
        "avg_accuracy": 23.859126984126984,
        "soft_acc": 23.332705746825397,
        "adapt_pct": 25.00004596279762,
        "stability": 93.76407194180061,
        "consistency": 93.33333333333333,
        "throughput": 179.3535501701314,
        "availability": 22.5375272893127,
        "score": 9.431512557810176,
        "zero_downtime": 5.258614925025807,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 27102576,
        "heap_mib": 25.847030639648438,
        "mobile_score": 77.94251215140099,
        "mobile_throughput": 1482.1871017874255,
        "mobile_availability": 186.2513020941833,
        "mobile_accuracy": 192.82269837948982,
        "soft_acc_blocks": [
          0,
          24.99706975,
          24.9975915,
          24.997682666666666,
          24.997776333333334,
          24.99983,
          25.001146333333335,
          25.000722333333332,
          25.001359285714283,
          24.999158,
          25.00022325,
          24.998134,
          24.9997945,
          24.9996,
          25.00049825
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.725835041,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.675519415224903,
        "mobile_acc_per_sec": 88.22304976465801
      },
      "started": "2026-08-18T07:01:31.261674033+10:00",
      "ended": "2026-08-18T07:01:33.451030733+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|tween_chain|bicameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 360,
        "total_correct": 89,
        "total_train": 25,
        "infer_ms": 528.508028,
        "train_ms": 1993.132268,
        "blocked_train": 1993132268,
        "duration": 2238904732,
        "avg_accuracy": 22.721354166666668,
        "soft_acc": 23.437827729166663,
        "adapt_pct": 25.000314458333335,
        "stability": 93.94837874601649,
        "consistency": 93.75,
        "throughput": 160.79290684173694,
        "availability": 20.958898413796604,
        "score": 7.898646852725529,
        "zero_downtime": 4.912310504156692,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 23794880,
        "heap_mib": 22.69256591796875,
        "mobile_score": 65.27482994107629,
        "mobile_throughput": 1328.800976360149,
        "mobile_availability": 173.2054306543393,
        "mobile_accuracy": 193.69143192946837,
        "soft_acc_blocks": [
          24.999646,
          24.999078,
          25.0001445,
          24.999752,
          24.9997775,
          25.000317,
          24.99952025,
          24.999428,
          24.9979555,
          0,
          24.9992245,
          25.00124225,
          25.0024105,
          25.00241766666667,
          25.000947,
          25.003383
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.610309409,
        "time_to_acc50_sec": 1.7987932020000001,
        "acc_per_sec": 10.468434585079372,
        "mobile_acc_per_sec": 86.51168991743788
      },
      "started": "2026-08-18T07:01:34.252116501+10:00",
      "ended": "2026-08-18T07:01:36.494348949+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|tween_chain|bicameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 408,
        "total_correct": 123,
        "total_train": 29,
        "infer_ms": 543.493677,
        "train_ms": 1931.027615,
        "blocked_train": 1931027615,
        "duration": 2131045025,
        "avg_accuracy": 30.90277777777778,
        "soft_acc": 25.00129845555555,
        "adapt_pct": 25.00183978125,
        "stability": 99.99899334439536,
        "consistency": 100,
        "throughput": 191.45536354868898,
        "availability": 21.96358862447808,
        "score": 10.513163118976967,
        "zero_downtime": 5.491182343556213,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 23824576,
        "heap_mib": 22.72088623046875,
        "mobile_score": 86.89502562306402,
        "mobile_throughput": 1582.446551333949,
        "mobile_availability": 181.53685762312972,
        "mobile_accuracy": 206.64460784251335,
        "soft_acc_blocks": [
          24.9997655,
          25.000100333333332,
          24.9996925,
          25.000684,
          25.00107675,
          25.001224333333337,
          25.001420666666665,
          25.002087,
          25.002856,
          25.000485,
          25.002215000000003,
          25.00217725,
          25.0017655,
          25.0009725,
          25.0029545
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.518125655,
        "time_to_acc50_sec": 1.1732347810000001,
        "acc_per_sec": 11.73194285538643,
        "mobile_acc_per_sec": 96.96867284280553
      },
      "started": "2026-08-18T07:01:37.315877401+10:00",
      "ended": "2026-08-18T07:01:39.449452067+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|tween_chain|bicameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 400,
        "total_correct": 161,
        "total_train": 29,
        "infer_ms": 552.077957,
        "train_ms": 2011.937537,
        "blocked_train": 2011937537,
        "duration": 2069695997,
        "avg_accuracy": 38.888888888888886,
        "soft_acc": 23.335545711111113,
        "adapt_pct": 21.876320677083335,
        "stability": 93.76331296363236,
        "consistency": 93.33333333333333,
        "throughput": 193.26509814958104,
        "availability": 21.531771484685105,
        "score": 9.710713814016582,
        "zero_downtime": 5.02455637722068,
        "weight_bytes": 253728,
        "weight_mib": 0.241973876953125,
        "heap_bytes": 23959960,
        "heap_mib": 22.849998474121094,
        "mobile_score": 40.13124861365814,
        "mobile_throughput": 798.7023251564474,
        "mobile_availability": 88.98386782824588,
        "mobile_accuracy": 96.43828501219434,
        "soft_acc_blocks": [
          25.0026735,
          25.003218,
          25.003819,
          25.00508975,
          25.003302,
          25.00283333333333,
          25.001123333333336,
          25.0014615,
          25.001577,
          25.001878,
          0,
          25.00046375,
          25.00214275,
          25.00096375,
          25.00264
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071318382,
        "time_to_acc50_sec": 0.245672559,
        "acc_per_sec": 11.27486633057981,
        "mobile_acc_per_sec": 46.59538654564752
      },
      "started": "2026-08-18T07:01:40.278569425+10:00",
      "ended": "2026-08-18T07:01:42.350918449+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|tween_chain|bicameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 320,
        "total_correct": 137,
        "total_train": 20,
        "infer_ms": 498.33064,
        "train_ms": 1999.29138,
        "blocked_train": 1999291380,
        "duration": 2148398050,
        "avg_accuracy": 41.63690476190476,
        "soft_acc": 25.00194537857143,
        "adapt_pct": 25.001221947916665,
        "stability": 99.99629224476574,
        "consistency": 100,
        "throughput": 148.9481895591927,
        "availability": 19.952203976805105,
        "score": 7.4301897864440445,
        "zero_downtime": 4.98843914010197,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 24479368,
        "heap_mib": 23.34534454345703,
        "mobile_score": 982.610503911004,
        "mobile_throughput": 19697.75467463994,
        "mobile_availability": 2638.5927906649504,
        "mobile_accuracy": 3306.3992782546243,
        "soft_acc_blocks": [
          25.002527,
          25.0014575,
          25.00158625,
          25.0023045,
          25.0022438,
          25.004233,
          25.00528025,
          25.00622,
          25.005741,
          25.007340666666668,
          25.00064233333333,
          24.996866,
          24.995147,
          24.995645999999997
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.067849624,
        "time_to_acc50_sec": 0.483911186,
        "acc_per_sec": 11.637482811237625,
        "mobile_acc_per_sec": 1539.0068326745243
      },
      "started": "2026-08-18T07:01:43.201697087+10:00",
      "ended": "2026-08-18T07:01:45.359276198+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|tween_chain|bicameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 200,
        "total_correct": 40,
        "total_train": 12,
        "infer_ms": 667.640982,
        "train_ms": 1982.573643,
        "blocked_train": 1982573643,
        "duration": 2077163218,
        "avg_accuracy": 20.833333333333332,
        "soft_acc": 24.999323433333334,
        "adapt_pct": 24.99839075,
        "stability": 99.99816487747124,
        "consistency": 100,
        "throughput": 96.28516347048082,
        "availability": 25.191959009734923,
        "score": 6.06386561966975,
        "zero_downtime": 6.29781931203639,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 24755696,
        "heap_mib": 23.608871459960938,
        "mobile_score": 534.5908824626558,
        "mobile_throughput": 8488.507783018573,
        "mobile_availability": 2220.9251396159248,
        "mobile_accuracy": 2203.942371652172,
        "soft_acc_blocks": [
          25.002173,
          25.0009085,
          25.000181,
          25.001626,
          25,
          25.000862,
          24.997013,
          24.9969985,
          24.997759,
          24.9976125,
          24.996058,
          25.000951,
          24.998969,
          24.9985155,
          25.0002245
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.079163917,
        "time_to_acc50_sec": 0.079163917,
        "acc_per_sec": 12.03531971714961,
        "mobile_acc_per_sec": 1061.034757670243
      },
      "started": "2026-08-18T07:01:46.520746046+10:00",
      "ended": "2026-08-18T07:01:48.602578597+10:00"
    },
    {
      "cell": {
        "id": "int6|none|tween_chain|bicameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 192,
        "total_correct": 56,
        "total_train": 12,
        "infer_ms": 659.250224,
        "train_ms": 2160.136784,
        "blocked_train": 2160136784,
        "duration": 2190625181,
        "avg_accuracy": 29.464285714285715,
        "soft_acc": 25.000119035714285,
        "adapt_pct": 25.0002960625,
        "stability": 99.99949065046859,
        "consistency": 100,
        "throughput": 87.64621244440994,
        "availability": 23.38275029747176,
        "score": 5.123548145559369,
        "zero_downtime": 5.845715408191776,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 24756504,
        "heap_mib": 23.609642028808594,
        "mobile_score": 451.6924180492737,
        "mobile_throughput": 7726.897163284816,
        "mobile_availability": 2061.4251535162052,
        "mobile_accuracy": 2204.012512022292,
        "soft_acc_blocks": [
          25.000486,
          25.00019,
          24.999294,
          25.000304,
          24.9993195,
          24.999787,
          25.000151,
          25.0001105,
          25.0004205,
          24.999825,
          25.0002225,
          25.000499,
          25.001353,
          24.9997045
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.069062436,
        "time_to_acc50_sec": 0.069062436,
        "acc_per_sec": 11.412321584061205,
        "mobile_acc_per_sec": 1006.1111919731429
      },
      "started": "2026-08-18T07:01:49.621348955+10:00",
      "ended": "2026-08-18T07:01:51.817216387+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|tween_chain|bicameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 168,
        "total_correct": 36,
        "total_train": 13,
        "infer_ms": 556.135625,
        "train_ms": 2008.412572,
        "blocked_train": 2008412572,
        "duration": 2160313875,
        "avg_accuracy": 20.833333333333332,
        "soft_acc": 21.666678333333333,
        "adapt_pct": 21.8752655,
        "stability": 91.50162950165337,
        "consistency": 86.66666666666667,
        "throughput": 77.76647733653981,
        "availability": 21.685520500280152,
        "score": 3.653882800925858,
        "zero_downtime": 4.6985319717047584,
        "weight_bytes": 11914,
        "weight_mib": 0.011362075805664062,
        "heap_bytes": 35665096,
        "heap_mib": 34.01288604736328,
        "mobile_score": 321.58584957727317,
        "mobile_throughput": 6844.389939536643,
        "mobile_availability": 1908.5879086874065,
        "mobile_accuracy": 1906.9295702579598,
        "soft_acc_blocks": [
          24.998522,
          24.999551,
          24.9992415,
          24.9990295,
          0,
          24.998696,
          25.0002405,
          25.001686,
          25.001315,
          25.001015,
          25.001855,
          24.9995745,
          0,
          24.998757,
          25.000692
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.116020344,
        "time_to_acc50_sec": 1.094023611,
        "acc_per_sec": 10.029412199805149,
        "mobile_acc_per_sec": 882.7094952847813
      },
      "started": "2026-08-18T07:01:52.73289599+10:00",
      "ended": "2026-08-18T07:01:54.904053065+10:00"
    },
    {
      "cell": {
        "id": "int5|none|tween_chain|bicameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 208,
        "total_correct": 24,
        "total_train": 13,
        "infer_ms": 651.70768,
        "train_ms": 2055.447992,
        "blocked_train": 2055447992,
        "duration": 2205866889,
        "avg_accuracy": 11.666666666666666,
        "soft_acc": 24.998485533333337,
        "adapt_pct": 24.999469500000004,
        "stability": 99.99775150679739,
        "consistency": 100,
        "throughput": 94.2939943644079,
        "availability": 24.073520660100407,
        "score": 5.674627271457612,
        "zero_downtime": 6.018015579579212,
        "weight_bytes": 9912,
        "weight_mib": 0.00945281982421875,
        "heap_bytes": 23892624,
        "heap_mib": 22.785781860351562,
        "mobile_score": 600.3105292368782,
        "mobile_throughput": 9975.223913907725,
        "mobile_availability": 2546.7025826962717,
        "mobile_accuracy": 2644.5532653955343,
        "soft_acc_blocks": [
          24.998081,
          24.995321,
          24.997282,
          24.9960375,
          24.9971485,
          24.9978855,
          24.9964015,
          24.996692,
          24.997527,
          25.00282,
          24.999338,
          25.0019035,
          25.002315,
          24.998759,
          24.9997715
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 1.3318892789999999,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.332726221148395,
        "mobile_acc_per_sec": 1198.8725514595337
      },
      "started": "2026-08-18T07:01:56.067115811+10:00",
      "ended": "2026-08-18T07:01:58.277596095+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|tween_chain|bicameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 184,
        "total_correct": 71,
        "total_train": 14,
        "infer_ms": 531.927275,
        "train_ms": 1968.231107,
        "blocked_train": 1968231107,
        "duration": 2029596593,
        "avg_accuracy": 34.375,
        "soft_acc": 23.214861964285713,
        "adapt_pct": 21.428165714285715,
        "stability": 93.56135532922664,
        "consistency": 92.85714285714286,
        "throughput": 90.6584099690593,
        "availability": 21.275743122101133,
        "score": 4.477740711164119,
        "zero_downtime": 4.93913439767179,
        "weight_bytes": 9932,
        "weight_mib": 0.009471893310546875,
        "heap_bytes": 23890192,
        "heap_mib": 22.783462524414062,
        "mobile_score": 472.7397748640382,
        "mobile_throughput": 9571.308184828467,
        "mobile_availability": 2246.197505034265,
        "mobile_accuracy": 2450.920972519418,
        "soft_acc_blocks": [
          25.003064,
          25.002206,
          25.002057,
          25.0034635,
          25.0020085,
          25.000176,
          25.000642,
          24.994396,
          24.997793,
          24.998743,
          24.9993655,
          25.001759,
          0,
          25.002394
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071244571,
        "time_to_acc50_sec": 0.071244571,
        "acc_per_sec": 11.438165615942042,
        "mobile_acc_per_sec": 1207.5902083066896
      },
      "started": "2026-08-18T07:01:59.185107569+10:00",
      "ended": "2026-08-18T07:02:01.21974459+10:00"
    },
    {
      "cell": {
        "id": "int3|none|tween_chain|bicameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 264,
        "total_correct": 38,
        "total_train": 19,
        "infer_ms": 596.827081,
        "train_ms": 2059.786511,
        "blocked_train": 2059786511,
        "duration": 2115431413,
        "avg_accuracy": 14.166666666666666,
        "soft_acc": 24.999119366666665,
        "adapt_pct": 24.998707375000002,
        "stability": 99.9987874245114,
        "consistency": 100,
        "throughput": 124.7972391719419,
        "availability": 22.46570908156372,
        "score": 7.00889927403759,
        "zero_downtime": 5.616229429868188,
        "weight_bytes": 5947,
        "weight_mib": 0.005671501159667969,
        "heap_bytes": 27622192,
        "heap_mib": 26.342575073242188,
        "mobile_score": 1235.8102514163847,
        "mobile_throughput": 22004.26935630707,
        "mobile_availability": 3961.1574518092752,
        "mobile_accuracy": 4407.848762236736,
        "soft_acc_blocks": [
          25.0001215,
          25.0008495,
          25.001315,
          24.999186,
          25.0001465,
          25.00005,
          24.999651,
          24.998728,
          24.9974705,
          24.997403,
          24.99811,
          24.9971535,
          24.998629,
          24.9988265,
          24.9991505
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.329641754,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.817504085946304,
        "mobile_acc_per_sec": 2083.664228085628
      },
      "started": "2026-08-18T07:02:02.094933847+10:00",
      "ended": "2026-08-18T07:02:04.214291153+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|tween_chain|bicameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 232,
        "total_correct": 113,
        "total_train": 16,
        "infer_ms": 518.790612,
        "train_ms": 1996.336343,
        "blocked_train": 1996336343,
        "duration": 2066398827,
        "avg_accuracy": 49.679487179487175,
        "soft_acc": 25.003288256410258,
        "adapt_pct": 25.002273761904764,
        "stability": 99.99859877018513,
        "consistency": 100,
        "throughput": 112.2726150289283,
        "availability": 20.626816112350085,
        "score": 5.790327964797145,
        "zero_downtime": 5.157382290690567,
        "weight_bytes": 5967,
        "weight_mib": 0.005690574645996094,
        "heap_bytes": 25143080,
        "heap_mib": 23.978309631347656,
        "mobile_score": 1017.5295686299868,
        "mobile_throughput": 19729.57425449531,
        "mobile_availability": 3624.7334224608016,
        "mobile_accuracy": 4393.807271116749,
        "soft_acc_blocks": [
          25.0045135,
          25.0042095,
          25.0045925,
          25.0038525,
          25.005759,
          25.0031305,
          25.0028885,
          25.0030605,
          25.002286,
          25.003904000000002,
          25.003151333333335,
          25.0007745,
          25.000625
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.070562588,
        "time_to_acc50_sec": 0.070562588,
        "acc_per_sec": 12.099933434781347,
        "mobile_acc_per_sec": 2126.311345954296
      },
      "started": "2026-08-18T07:02:05.175703012+10:00",
      "ended": "2026-08-18T07:02:07.246578567+10:00"
    },
    {
      "cell": {
        "id": "float64|none|tween_chain|tricameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 680,
        "total_correct": 233,
        "total_train": 50,
        "infer_ms": 448.179421,
        "train_ms": 1935.377594,
        "blocked_train": 1935377594,
        "duration": 2121003528,
        "avg_accuracy": 36.35204081632653,
        "soft_acc": 25.00088127210885,
        "adapt_pct": 25.000489533482142,
        "stability": 99.99868069367821,
        "consistency": 100,
        "throughput": 320.6029556401567,
        "availability": 18.802966246645457,
        "score": 15.071247639771967,
        "zero_downtime": 4.700907266958533,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 24105864,
        "heap_mib": 22.98914337158203,
        "mobile_score": 93.87979140006611,
        "mobile_throughput": 1997.0568672971497,
        "mobile_availability": 117.12491169472072,
        "mobile_accuracy": 155.73213145603322,
        "soft_acc_blocks": [
          25.00162875,
          24.999901166666664,
          25.002475,
          25.000582125,
          25.001592833333333,
          25.0025935,
          24.998827666666667,
          24.998825166666666,
          24.999828875,
          25.000393,
          25.00049525,
          25.000013142857142,
          25.002939666666666,
          25.002241666666666
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.068749353,
        "time_to_acc50_sec": 0.068749353,
        "acc_per_sec": 11.787288866833439,
        "mobile_acc_per_sec": 73.42379651903777
      },
      "started": "2026-08-18T07:02:08.146648672+10:00",
      "ended": "2026-08-18T07:02:10.270923197+10:00"
    },
    {
      "cell": {
        "id": "float32|none|tween_chain|tricameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1256,
        "total_correct": 402,
        "total_train": 73,
        "infer_ms": 328.947929,
        "train_ms": 1900.306756,
        "blocked_train": 1900306756,
        "duration": 2061853944,
        "avg_accuracy": 34.412112601450836,
        "soft_acc": 25.00119999920605,
        "adapt_pct": 24.998701845855777,
        "stability": 99.99545755440637,
        "consistency": 100,
        "throughput": 609.1605099648125,
        "availability": 14.75595997233488,
        "score": 22.472948903478244,
        "zero_downtime": 3.689167064486233,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 23765208,
        "heap_mib": 22.664268493652344,
        "mobile_score": 279.9709494037354,
        "mobile_throughput": 7589.001650233618,
        "mobile_availability": 183.83168762416855,
        "mobile_accuracy": 311.4682336561102,
        "soft_acc_blocks": [
          25.0020815,
          25.0031513,
          25.003681466666666,
          25.005675583333332,
          25.00635114285714,
          25.00166425,
          25.004983222222222,
          25.00630975,
          24.996155769230768,
          24.994197857142858,
          24.99481688235294,
          24.995331266666668
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.070603574,
        "time_to_acc50_sec": 0.479531817,
        "acc_per_sec": 12.12559215067566,
        "mobile_acc_per_sec": 151.06221978646136
      },
      "started": "2026-08-18T07:02:11.293513783+10:00",
      "ended": "2026-08-18T07:02:13.358198723+10:00"
    },
    {
      "cell": {
        "id": "float16|none|tween_chain|tricameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 368,
        "total_correct": 92,
        "total_train": 23,
        "infer_ms": 483.084992,
        "train_ms": 1929.310628,
        "blocked_train": 1929310628,
        "duration": 2080425868,
        "avg_accuracy": 23.576388888888886,
        "soft_acc": 25.00041382083333,
        "adapt_pct": 25.00163760714286,
        "stability": 99.99834211647443,
        "consistency": 100,
        "throughput": 176.88686035891956,
        "availability": 20.02511478610627,
        "score": 8.855595789878102,
        "zero_downtime": 5.00636156462345,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 25237976,
        "heap_mib": 24.068809509277344,
        "mobile_score": 220.6483511778163,
        "mobile_throughput": 4407.359483122194,
        "mobile_availability": 498.95102086199427,
        "mobile_accuracy": 622.9168786853467,
        "soft_acc_blocks": [
          24.9988925,
          24.998232,
          24.9974545,
          24.998988999999998,
          24.9999346,
          25.001051,
          25.00212775,
          25.0013295,
          25.0032595,
          25.00183175,
          25.00111025,
          25.0007535
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.887755718,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.01696931641562,
        "mobile_acc_per_sec": 299.4179644979048
      },
      "started": "2026-08-18T07:02:14.333290448+10:00",
      "ended": "2026-08-18T07:02:16.416952936+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|tween_chain|tricameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 544,
        "total_correct": 246,
        "total_train": 33,
        "infer_ms": 528.280651,
        "train_ms": 1948.154223,
        "blocked_train": 1948154223,
        "duration": 2013157575,
        "avg_accuracy": 48.13732741617356,
        "soft_acc": 25.003584527317557,
        "adapt_pct": 25.003403700641023,
        "stability": 99.99863570326175,
        "consistency": 100,
        "throughput": 270.2222651398761,
        "availability": 21.332305426094564,
        "score": 14.41322602006687,
        "zero_downtime": 5.333841018839104,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 24184448,
        "heap_mib": 23.0640869140625,
        "mobile_score": 359.12372605307576,
        "mobile_throughput": 6732.928949037893,
        "mobile_availability": 531.5213262634858,
        "mobile_accuracy": 622.9958808410925,
        "soft_acc_blocks": [
          25.001888,
          25.002028,
          25.003487,
          25.00580025,
          25.006166,
          25.0031155,
          25.00352325,
          25.003491399999998,
          25.004676166666666,
          25.00483675,
          25.00172253846154,
          25.002898,
          25.002966
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.070245238,
        "time_to_acc50_sec": 0.334732565,
        "acc_per_sec": 12.420083175713433,
        "mobile_acc_per_sec": 309.46205531928734
      },
      "started": "2026-08-18T07:02:17.408422954+10:00",
      "ended": "2026-08-18T07:02:19.425315015+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|tween_chain|tricameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 440,
        "total_correct": 123,
        "total_train": 30,
        "infer_ms": 512.816903,
        "train_ms": 1962.795513,
        "blocked_train": 1962795513,
        "duration": 2124256026,
        "avg_accuracy": 27.291666666666668,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 207.13134133295853,
        "availability": 20.714749194407016,
        "score": 10.726684465033367,
        "zero_downtime": 5.178687298601755,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 23246672,
        "heap_mib": 22.169754028320312,
        "mobile_score": 534.5377763333727,
        "mobile_throughput": 10321.877833359391,
        "mobile_availability": 1032.2682659098248,
        "mobile_accuracy": 1245.813135633495,
        "soft_acc_blocks": [
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.070315653,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.768826212099917,
        "mobile_acc_per_sec": 586.4703314408746
      },
      "started": "2026-08-18T07:02:20.379421038+10:00",
      "ended": "2026-08-18T07:02:22.507936708+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|tween_chain|tricameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 352,
        "total_correct": 148,
        "total_train": 22,
        "infer_ms": 433.174086,
        "train_ms": 2011.089425,
        "blocked_train": 2011089425,
        "duration": 2077078555,
        "avg_accuracy": 40.24621212121212,
        "soft_acc": 25.00179784090909,
        "adapt_pct": 25.001680142857147,
        "stability": 99.99859846891196,
        "consistency": 100,
        "throughput": 169.46879507886499,
        "availability": 17.72206981982803,
        "score": 7.508884499033858,
        "zero_downtime": 4.430836069578166,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 23990568,
        "heap_mib": 22.879188537597656,
        "mobile_score": 374.1866777140446,
        "mobile_throughput": 8445.05803956924,
        "mobile_availability": 883.1354948862273,
        "mobile_accuracy": 1245.9027265863078,
        "soft_acc_blocks": [
          25.001359,
          25.0022055,
          25.00144925,
          25.003074,
          25.002769666666666,
          25.002706,
          25.00246325,
          25.0030015,
          25.00264775,
          24.999139,
          24.99896133333333
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.069250442,
        "time_to_acc50_sec": 0.876073718,
        "acc_per_sec": 12.037001576432477,
        "mobile_acc_per_sec": 599.8341871024267
      },
      "started": "2026-08-18T07:02:23.460954064+10:00",
      "ended": "2026-08-18T07:02:25.542532054+10:00"
    },
    {
      "cell": {
        "id": "int64|none|tween_chain|tricameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 92,
        "total_train": 26,
        "infer_ms": 477.669886,
        "train_ms": 2011.56798,
        "blocked_train": 2011567980,
        "duration": 2412791372,
        "avg_accuracy": 27.403846153846153,
        "soft_acc": 25.00016743589743,
        "adapt_pct": 25.001117958333335,
        "stability": 99.99778173601503,
        "consistency": 100,
        "throughput": 135.94213068165763,
        "availability": 19.189403010632173,
        "score": 6.521664507573335,
        "zero_downtime": 4.797382882607186,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 24168744,
        "heap_mib": 23.049110412597656,
        "mobile_score": 40.62387654864804,
        "mobile_throughput": 846.7924604460711,
        "mobile_availability": 119.53205167805247,
        "mobile_accuracy": 155.72768492338884,
        "soft_acc_blocks": [
          24.996373,
          24.99776775,
          25.000213,
          24.9992835,
          24.99831225,
          25.00063625,
          25.000866,
          24.998371,
          24.99959575,
          24.9999685,
          25.003677,
          25.003559,
          25.003553666666665
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.07268727,
        "time_to_acc50_sec": 1.7153967570000002,
        "acc_per_sec": 10.361512282421007,
        "mobile_acc_per_sec": 64.54254053233943
      },
      "started": "2026-08-18T07:02:26.499444556+10:00",
      "ended": "2026-08-18T07:02:28.916886405+10:00"
    },
    {
      "cell": {
        "id": "int32|none|tween_chain|tricameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 97,
        "total_train": 26,
        "infer_ms": 510.153691,
        "train_ms": 1926.556216,
        "blocked_train": 1926556216,
        "duration": 2171030047,
        "avg_accuracy": 31.41025641025641,
        "soft_acc": 24.999305307692307,
        "adapt_pct": 25.000307843749997,
        "stability": 99.99825547587416,
        "consistency": 100,
        "throughput": 151.08035950642005,
        "availability": 20.936168459547368,
        "score": 7.907389909664799,
        "zero_downtime": 5.233896672935027,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 35016216,
        "heap_mib": 33.394065856933594,
        "mobile_score": 98.51130218036161,
        "mobile_throughput": 1882.1789640932886,
        "mobile_availability": 260.8255367673978,
        "mobile_accuracy": 311.44462934035226,
        "soft_acc_blocks": [
          24.999364,
          24.99592225,
          24.997240333333334,
          24.998123000000003,
          24.997856666666667,
          24.9992285,
          24.99934825,
          24.9988915,
          25.002834,
          25.000926,
          25.0009475,
          24.999438,
          25.000849
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.38308497,
        "time_to_acc50_sec": 1.623255562,
        "acc_per_sec": 11.51495132102716,
        "mobile_acc_per_sec": 143.45477611915902
      },
      "started": "2026-08-18T07:02:29.948504492+10:00",
      "ended": "2026-08-18T07:02:32.124423871+10:00"
    },
    {
      "cell": {
        "id": "int16|none|tween_chain|tricameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 360,
        "total_correct": 115,
        "total_train": 26,
        "infer_ms": 533.186838,
        "train_ms": 1976.368043,
        "blocked_train": 1976368043,
        "duration": 2189815561,
        "avg_accuracy": 30.059523809523807,
        "soft_acc": 25.001181529761904,
        "adapt_pct": 25.00130448958333,
        "stability": 99.99810098103971,
        "consistency": 100,
        "throughput": 164.39740698326327,
        "availability": 21.24627128248087,
        "score": 8.7324924557422,
        "zero_downtime": 5.311818851638715,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 36033992,
        "heap_mib": 34.36469268798828,
        "mobile_score": 217.58107616368056,
        "mobile_throughput": 4096.1689816767,
        "mobile_availability": 529.3776769389474,
        "mobile_accuracy": 622.9360071226979,
        "soft_acc_blocks": [
          24.999514,
          24.99963425,
          25.000225,
          25.0006775,
          25.000283,
          25.00244025,
          25.00322225,
          25.003789666666666,
          25.001684,
          25.00577175,
          25.0002735,
          24.999935,
          24.998615,
          25.00047625
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.547138905,
        "time_to_acc50_sec": 0.819378459,
        "acc_per_sec": 11.417026152807535,
        "mobile_acc_per_sec": 284.46962302077543
      },
      "started": "2026-08-18T07:02:33.014080952+10:00",
      "ended": "2026-08-18T07:02:35.212139132+10:00"
    },
    {
      "cell": {
        "id": "int8|none|tween_chain|tricameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1312,
        "total_correct": 275,
        "total_train": 71,
        "infer_ms": 340.35051,
        "train_ms": 1926.043543,
        "blocked_train": 1926043543,
        "duration": 2240151078,
        "avg_accuracy": 20.63936559472274,
        "soft_acc": 24.999374089698005,
        "adapt_pct": 25.000586380997476,
        "stability": 99.99683896732947,
        "consistency": 100,
        "throughput": 585.6747845646864,
        "availability": 15.017269814553295,
        "score": 21.987540155572102,
        "zero_downtime": 3.7542234589994763,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 36388424,
        "heap_mib": 34.70270538330078,
        "mobile_score": 1095.6946538432264,
        "mobile_throughput": 29185.653592800143,
        "mobile_availability": 748.3484798529149,
        "mobile_accuracy": 1245.7819449424567,
        "soft_acc_blocks": [
          24.9979555,
          24.997635000000002,
          24.998022636363636,
          24.998367,
          24.998605214285714,
          25.002727666666665,
          25.0038935,
          25.0037375,
          25.004917555555558,
          25.001391666666667,
          24.996155181818185,
          24.99627272727273,
          24.995595249999997,
          24.995960857142855
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.803453989,
        "time_to_acc50_sec": 0.984020144,
        "acc_per_sec": 11.159682190728569,
        "mobile_acc_per_sec": 556.1151465081931
      },
      "started": "2026-08-18T07:02:36.128206087+10:00",
      "ended": "2026-08-18T07:02:38.373170558+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|tween_chain|tricameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 101,
        "total_train": 23,
        "infer_ms": 711.661201,
        "train_ms": 1970.842232,
        "blocked_train": 1970842232,
        "duration": 2065775311,
        "avg_accuracy": 26.736111111111114,
        "soft_acc": 22.917313220833336,
        "adapt_pct": 21.876273549999997,
        "stability": 93.09016997880798,
        "consistency": 91.66666666666666,
        "throughput": 158.77815861843263,
        "availability": 26.529740549264005,
        "score": 9.653559201524207,
        "zero_downtime": 6.0799037383492625,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 25424624,
        "heap_mib": 24.246810913085938,
        "mobile_score": 60.12408228378146,
        "mobile_throughput": 988.8985890442005,
        "mobile_availability": 165.2319388583099,
        "mobile_accuracy": 142.73309947641087,
        "soft_acc_blocks": [
          24.9979175,
          24.9993005,
          25.0006325,
          25.000077,
          25.000967,
          25.0003366,
          25.0018368,
          25.0012395,
          25.00132425,
          25.0017155,
          25.0024115,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.348809576,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.093807297822496,
        "mobile_acc_per_sec": 69.09420338038441
      },
      "started": "2026-08-18T07:02:39.355136623+10:00",
      "ended": "2026-08-18T07:02:41.425050483+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|tween_chain|tricameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 416,
        "total_correct": 73,
        "total_train": 26,
        "infer_ms": 632.477662,
        "train_ms": 1991.836968,
        "blocked_train": 1991836968,
        "duration": 2124681729,
        "avg_accuracy": 15.43154761904762,
        "soft_acc": 23.213436896428572,
        "adapt_pct": 21.87538994375,
        "stability": 93.56175057722022,
        "consistency": 92.85714285714286,
        "throughput": 195.7940308527028,
        "availability": 24.100679650595097,
        "score": 10.953885140306292,
        "zero_downtime": 5.594596062301295,
        "weight_bytes": 84192,
        "weight_mib": 0.080291748046875,
        "heap_bytes": 23413448,
        "heap_mib": 22.32880401611328,
        "mobile_score": 136.4260388740238,
        "mobile_throughput": 2438.5324222658173,
        "mobile_availability": 300.16384294591415,
        "mobile_accuracy": 289.1136070779823,
        "soft_acc_blocks": [
          24.9956085,
          24.99651125,
          24.996964000000002,
          24.997450999999998,
          24.997723,
          24.9966058,
          24.99869125,
          24.99942475,
          0,
          25.00073925,
          25.0018325,
          25.00112725,
          25.003447,
          25.001991
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 1.653171326,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.925606682443764,
        "mobile_acc_per_sec": 136.07384255808333
      },
      "started": "2026-08-18T07:02:42.381887787+10:00",
      "ended": "2026-08-18T07:02:44.511025306+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|tween_chain|tricameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 55,
        "total_train": 23,
        "infer_ms": 482.066513,
        "train_ms": 1948.513886,
        "blocked_train": 1948513886,
        "duration": 2117500635,
        "avg_accuracy": 16.406249999999996,
        "soft_acc": 24.997250777777776,
        "adapt_pct": 24.997287559523812,
        "stability": 99.99784815952852,
        "consistency": 100,
        "throughput": 154.89959935714495,
        "availability": 19.833390954618654,
        "score": 7.679616170171788,
        "zero_downtime": 4.957802474663119,
        "weight_bytes": 42108,
        "weight_mib": 0.040157318115234375,
        "heap_bytes": 28159904,
        "heap_mib": 26.855377197265625,
        "mobile_score": 191.23827313702984,
        "mobile_throughput": 3857.319328762174,
        "mobile_availability": 493.89231864800536,
        "mobile_accuracy": 622.4830728497936,
        "soft_acc_blocks": [
          24.997177,
          24.99443125,
          24.9989145,
          24.998282,
          24.997191666666666,
          24.998255666666665,
          24.99944975,
          24.999965333333336,
          24.99988,
          24.995133666666664,
          24.993927,
          24.9944015
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.078475761,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.805073568621516,
        "mobile_acc_per_sec": 293.9706664360899
      },
      "started": "2026-08-18T07:02:45.552377791+10:00",
      "ended": "2026-08-18T07:02:47.673909684+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|tween_chain|tricameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 768,
        "total_correct": 255,
        "total_train": 42,
        "infer_ms": 459.860215,
        "train_ms": 1906.60904,
        "blocked_train": 1906609040,
        "duration": 2079399855,
        "avg_accuracy": 33.11425264550264,
        "soft_acc": 25.001176402579365,
        "adapt_pct": 25.001327937698413,
        "stability": 99.99931556171525,
        "consistency": 100,
        "throughput": 369.33733459359115,
        "availability": 19.43233422654375,
        "score": 17.943560634719116,
        "zero_downtime": 4.858312159117009,
        "weight_bytes": 21066,
        "weight_mib": 0.020090103149414062,
        "heap_bytes": 23121936,
        "heap_mib": 22.050796508789062,
        "mobile_score": 893.1542312784217,
        "mobile_throughput": 18384.043717782657,
        "mobile_availability": 967.2590569606162,
        "mobile_accuracy": 1244.452366254204,
        "soft_acc_blocks": [
          25.00113575,
          25.00110157142857,
          25.00173128571429,
          25.00025711111111,
          25.000474444444443,
          25.001954,
          25.001899,
          25.002239,
          25.00120683333333,
          25.001538857142858,
          25.000230199999997,
          25.000348777777777
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.07627836,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.023265435199024,
        "mobile_acc_per_sec": 598.4670833086135
      },
      "started": "2026-08-18T07:02:48.621121675+10:00",
      "ended": "2026-08-18T07:02:50.704500704+10:00"
    },
    {
      "cell": {
        "id": "int4|none|tween_chain|tricameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1088,
        "total_correct": 156,
        "total_train": 53,
        "infer_ms": 381.483928,
        "train_ms": 1881.816928,
        "blocked_train": 1881816928,
        "duration": 2007876312,
        "avg_accuracy": 15.27118272247321,
        "soft_acc": 24.9991045080019,
        "adapt_pct": 24.99992876733423,
        "stability": 99.99854885844412,
        "consistency": 100,
        "throughput": 541.8660469759055,
        "availability": 16.855201860976102,
        "score": 22.832336132201878,
        "zero_downtime": 4.213649528260097,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 22777672,
        "heap_mib": 21.72248077392578,
        "mobile_score": 2275.585941655709,
        "mobile_throughput": 54005.107126110364,
        "mobile_availability": 1679.8745505726524,
        "mobile_accuracy": 2491.537022011463,
        "soft_acc_blocks": [
          24.9971362,
          24.997471125,
          24.998425,
          24.99755466666667,
          24.99834147368421,
          25.001053,
          25.0003275,
          25.00095563636364,
          25.001463,
          25.000359714285715,
          24.99872909090909,
          24.9982588125,
          24.998283384615384
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.836885845,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.450520163316662,
        "mobile_acc_per_sec": 1240.8817251943667
      },
      "started": "2026-08-18T07:02:51.651663615+10:00",
      "ended": "2026-08-18T07:02:53.663987955+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|tween_chain|tricameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 320,
        "total_correct": 75,
        "total_train": 23,
        "infer_ms": 519.574204,
        "train_ms": 1955.54489,
        "blocked_train": 1955544890,
        "duration": 2016644364,
        "avg_accuracy": 24.679487179487182,
        "soft_acc": 24.999965096153844,
        "adapt_pct": 24.999910791666668,
        "stability": 99.99894819603742,
        "consistency": 100,
        "throughput": 158.67944081388862,
        "availability": 20.9918870271541,
        "score": 8.327440611338366,
        "zero_downtime": 5.247964429812572,
        "weight_bytes": 10545,
        "weight_mib": 0.010056495666503906,
        "heap_bytes": 23046128,
        "heap_mib": 21.978500366210938,
        "mobile_score": 828.0658479350155,
        "mobile_throughput": 15778.80069519811,
        "mobile_availability": 2087.3958208994914,
        "mobile_accuracy": 2485.9519583370898,
        "soft_acc_blocks": [
          25.000341,
          24.999583333333334,
          25.001023,
          24.99972325,
          24.999589333333333,
          24.999967,
          25.000713,
          24.998828,
          25.0003755,
          25.00250375,
          24.998034333333333,
          24.99951875,
          24.999346
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.069771419,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.396814005701328,
        "mobile_acc_per_sec": 1232.7170832472523
      },
      "started": "2026-08-18T07:02:54.556083154+10:00",
      "ended": "2026-08-18T07:02:56.576784661+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|tween_chain|tricameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 504,
        "total_correct": 110,
        "total_train": 29,
        "infer_ms": 472.246035,
        "train_ms": 1947.980104,
        "blocked_train": 1947980104,
        "duration": 2108982032,
        "avg_accuracy": 21.6231684981685,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 238.9778539374488,
        "availability": 19.512475606726763,
        "score": 11.657623863755953,
        "zero_downtime": 4.878118901681691,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 22920352,
        "heap_mib": 21.858551025390625,
        "mobile_score": 1161.857675179333,
        "mobile_throughput": 23817.739964862114,
        "mobile_availability": 1944.711873567068,
        "mobile_accuracy": 2491.62627126699,
        "soft_acc_blocks": [
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.681814256,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.85406021515123,
        "mobile_acc_per_sec": 1181.4355141300653
      },
      "started": "2026-08-18T07:02:57.670987837+10:00",
      "ended": "2026-08-18T07:02:59.791758274+10:00"
    },
    {
      "cell": {
        "id": "int2|none|tween_chain|tricameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 936,
        "total_correct": 199,
        "total_train": 52,
        "infer_ms": 273.687589,
        "train_ms": 1908.439791,
        "blocked_train": 1908439791,
        "duration": 2031366608,
        "avg_accuracy": 21.90765542328042,
        "soft_acc": 24.9995194780754,
        "adapt_pct": 24.999024341666665,
        "stability": 99.99552762662921,
        "consistency": 100,
        "throughput": 460.77354836582015,
        "availability": 12.542237062256193,
        "score": 14.447549989134018,
        "zero_downtime": 3.135498997365129,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 23449768,
        "heap_mib": 22.363441467285156,
        "mobile_score": 2879.5579124512815,
        "mobile_throughput": 91837.30930455013,
        "mobile_availability": 2499.8077874534024,
        "mobile_accuracy": 4982.683165984107,
        "soft_acc_blocks": [
          24.99743075,
          25.000841625,
          25.0029897,
          25.00077692857143,
          25.000465,
          25.004675666666667,
          25.0057015,
          25.0040065,
          24.9987661,
          24.9929478,
          24.992170166666668,
          24.993462
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.358721892,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.306749249309014,
        "mobile_acc_per_sec": 2452.872438860188
      },
      "started": "2026-08-18T07:03:00.696150284+10:00",
      "ended": "2026-08-18T07:03:02.731659087+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|tween_chain|tricameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 288,
        "total_correct": 89,
        "total_train": 21,
        "infer_ms": 485.538811,
        "train_ms": 2041.799505,
        "blocked_train": 2041799505,
        "duration": 2225870067,
        "avg_accuracy": 28.44551282051282,
        "soft_acc": 23.079455912820514,
        "adapt_pct": 21.877496941666667,
        "stability": 93.33753449121423,
        "consistency": 92.3076923076923,
        "throughput": 129.3876063431514,
        "availability": 19.211468758502374,
        "score": 5.736920263590869,
        "zero_downtime": 4.433902462323842,
        "weight_bytes": 5285,
        "weight_mib": 0.005040168762207031,
        "heap_bytes": 25022272,
        "heap_mib": 23.86309814453125,
        "mobile_score": 1138.239716615905,
        "mobile_throughput": 25671.28452391226,
        "mobile_availability": 3811.6717246765156,
        "mobile_accuracy": 4579.103796261435,
        "soft_acc_blocks": [
          25.0028685,
          25.001726333333334,
          25.0007395,
          25.000126,
          25.007491,
          25.003320000000002,
          0,
          25.0045335,
          25.0001912,
          24.998439666666666,
          25.006786666666667,
          25.00396,
          25.0027445
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.069107352,
        "time_to_acc50_sec": 0.65813107,
        "acc_per_sec": 10.368734570354647,
        "mobile_acc_per_sec": 2057.219720121891
      },
      "started": "2026-08-18T07:03:03.541292229+10:00",
      "ended": "2026-08-18T07:03:05.771290375+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|tween_chain|tricameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1024,
        "total_correct": 320,
        "total_train": 53,
        "infer_ms": 313.413101,
        "train_ms": 1924.04444,
        "blocked_train": 1924044440,
        "duration": 2147799797,
        "avg_accuracy": 34.34151051939513,
        "soft_acc": 25.003167562557525,
        "adapt_pct": 24.998798823530986,
        "stability": 99.99214487519542,
        "consistency": 100,
        "throughput": 476.7669693564087,
        "availability": 14.007555238787882,
        "score": 16.697964554088582,
        "zero_downtime": 3.502332507771939,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 23228408,
        "heap_mib": 22.15233612060547,
        "mobile_score": 3328.0906444151283,
        "mobile_throughput": 95024.97655576233,
        "mobile_availability": 2791.8620494330435,
        "mobile_accuracy": 4983.41026992517,
        "soft_acc_blocks": [
          25.01031825,
          25.009878,
          25.0079563,
          25.011851375,
          25.0107838,
          25.00733925,
          25.006289375,
          25.00461925,
          25.003868416666666,
          24.99633888888889,
          24.990548933333333,
          24.99187716666667,
          24.98950930769231
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.073438764,
        "time_to_acc50_sec": 0.217585923,
        "acc_per_sec": 11.641293381944353,
        "mobile_acc_per_sec": 2320.239659620924
      },
      "started": "2026-08-18T07:03:06.653316015+10:00",
      "ended": "2026-08-18T07:03:08.805129934+10:00"
    },
    {
      "cell": {
        "id": "binary|none|tween_chain|tricameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1024,
        "total_correct": 366,
        "total_train": 55,
        "infer_ms": 311.657265,
        "train_ms": 1935.690204,
        "blocked_train": 1935690204,
        "duration": 2144502825,
        "avg_accuracy": 38.512286324786324,
        "soft_acc": 25.00614849700854,
        "adapt_pct": 25.00259590555556,
        "stability": 99.97920592950614,
        "consistency": 100,
        "throughput": 477.49995386459796,
        "availability": 13.86778276608369,
        "score": 16.55873552962539,
        "zero_downtime": 3.467798351729446,
        "weight_bytes": 2631,
        "weight_mib": 0.0025091171264648438,
        "heap_bytes": 22637960,
        "heap_mib": 21.58924102783203,
        "mobile_score": 6599.427087309949,
        "mobile_throughput": 190305.96412904776,
        "mobile_availability": 5526.957119623326,
        "mobile_accuracy": 9966.114468414757,
        "soft_acc_blocks": [
          24.99989025,
          25.012201833333332,
          25.00761633333333,
          25.012006466666666,
          25.0182445,
          25.0294056,
          25.033947444444447,
          25.023654444444443,
          25.027448333333336,
          24.993720099999997,
          24.97673205555556,
          24.9746191,
          24.970444
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.070428914,
        "time_to_acc50_sec": 0.86370585,
        "acc_per_sec": 11.660580814114123,
        "mobile_acc_per_sec": 4647.284373903661
      },
      "started": "2026-08-18T07:03:09.883503944+10:00",
      "ended": "2026-08-18T07:03:12.032245892+10:00"
    },
    {
      "cell": {
        "id": "int|none|tween_chain|tricameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 240,
        "total_correct": 82,
        "total_train": 19,
        "infer_ms": 435.157453,
        "train_ms": 2000.502875,
        "blocked_train": 2000502875,
        "duration": 2111641072,
        "avg_accuracy": 33.15972222222222,
        "soft_acc": 22.918359374999998,
        "adapt_pct": 21.8762243125,
        "stability": 93.08985450997724,
        "consistency": 91.66666666666666,
        "throughput": 113.65567907461123,
        "availability": 17.866097665486958,
        "score": 4.653764153643762,
        "zero_downtime": 4.0946164692647855,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 23737632,
        "heap_mib": 22.637969970703125,
        "mobile_score": 28.988602563748465,
        "mobile_throughput": 707.968689652478,
        "mobile_availability": 111.28909577087285,
        "mobile_accuracy": 142.75996578272026,
        "soft_acc_blocks": [
          25.0020705,
          25.0021595,
          25.00259925,
          25.002987,
          25.001871,
          25.0031965,
          25.003089,
          25.00217,
          25.00116925,
          0,
          25.0012545,
          24.997746000000003
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.072195583,
        "time_to_acc50_sec": 0.217497791,
        "acc_per_sec": 10.853340408506696,
        "mobile_acc_per_sec": 67.60617023209721
      },
      "started": "2026-08-18T07:03:12.855319845+10:00",
      "ended": "2026-08-18T07:03:14.970906444+10:00"
    },
    {
      "cell": {
        "id": "uint|none|tween_chain|tricameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 304,
        "total_correct": 75,
        "total_train": 21,
        "infer_ms": 572.689952,
        "train_ms": 1998.603048,
        "blocked_train": 1998603048,
        "duration": 2200417320,
        "avg_accuracy": 26.58653846153846,
        "soft_acc": 24.99940615769231,
        "adapt_pct": 24.99885456875,
        "stability": 99.99680519597503,
        "consistency": 100,
        "throughput": 138.1556113183112,
        "availability": 22.272450164178103,
        "score": 7.69247719089485,
        "zero_downtime": 5.567980277812492,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 23558208,
        "heap_mib": 22.46685791015625,
        "mobile_score": 47.91011500902684,
        "mobile_throughput": 860.4576995349815,
        "mobile_availability": 138.71677775809704,
        "mobile_accuracy": 155.7007443051103,
        "soft_acc_blocks": [
          25.0006195,
          25.0005515,
          25.00172025,
          25.002727,
          25.0002675,
          25.00127725,
          25.001105,
          25.0027425,
          25.0019505,
          24.9960665,
          24.9937428,
          24.9936845,
          24.99582525
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.077347048,
        "time_to_acc50_sec": 0.517420076,
        "acc_per_sec": 11.361211316811625,
        "mobile_acc_per_sec": 70.75964313219926
      },
      "started": "2026-08-18T07:03:15.787503863+10:00",
      "ended": "2026-08-18T07:03:17.992115616+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|tween_chain|tricameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 320,
        "total_correct": 50,
        "total_train": 19,
        "infer_ms": 679.090517,
        "train_ms": 1971.751457,
        "blocked_train": 1971751457,
        "duration": 2076457348,
        "avg_accuracy": 18.84920634920635,
        "soft_acc": 24.999386853174602,
        "adapt_pct": 24.998582095238095,
        "stability": 99.99851224520972,
        "consistency": 100,
        "throughput": 154.10863137074173,
        "availability": 25.617917765776255,
        "score": 9.869613546804507,
        "zero_downtime": 6.40432236599455,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 23679992,
        "heap_mib": 22.58300018310547,
        "mobile_score": 61.469707142160146,
        "mobile_throughput": 959.8159435032483,
        "mobile_availability": 159.5529445186897,
        "mobile_accuracy": 155.70062407314333,
        "soft_acc_blocks": [
          25.0008235,
          25.0009975,
          24.999978,
          25.002406,
          25.000298,
          24.996986,
          24.9985175,
          24.99801475,
          24.998362571428572,
          24.997957,
          24.99916175,
          24.999139666666665
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.068749272,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.039441540782663,
        "mobile_acc_per_sec": 74.98378149838277
      },
      "started": "2026-08-18T07:03:19.170900558+10:00",
      "ended": "2026-08-18T07:03:21.252741404+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|tween_chain|tricameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 320,
        "total_correct": 95,
        "total_train": 22,
        "infer_ms": 548.98687,
        "train_ms": 2002.008296,
        "blocked_train": 2002008296,
        "duration": 2096737970,
        "avg_accuracy": 27.884615384615383,
        "soft_acc": 23.07886042307692,
        "adapt_pct": 21.877186958333333,
        "stability": 93.3377067473797,
        "consistency": 92.3076923076923,
        "throughput": 152.61802122083952,
        "availability": 21.520498247780687,
        "score": 7.580057516418831,
        "zero_downtime": 4.966685752956019,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 23699496,
        "heap_mib": 22.601600646972656,
        "mobile_score": 47.21667611405993,
        "mobile_throughput": 950.6676778565668,
        "mobile_availability": 134.05259701231395,
        "mobile_accuracy": 143.75973735260612,
        "soft_acc_blocks": [
          24.9993335,
          25.00152233333333,
          25.000519,
          25.0032275,
          25.00220975,
          25.002775,
          25.00262775,
          25.00290125,
          25.0030875,
          0,
          25.00058225,
          25.002548,
          25.003851666666666
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.411432084,
        "time_to_acc50_sec": 0.565722631,
        "acc_per_sec": 11.007031280631086,
        "mobile_acc_per_sec": 68.56352076869489
      },
      "started": "2026-08-18T07:03:22.175127758+10:00",
      "ended": "2026-08-18T07:03:24.275890005+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|tween_chain|tricameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 296,
        "total_correct": 55,
        "total_train": 20,
        "infer_ms": 523.094479,
        "train_ms": 1986.647564,
        "blocked_train": 1986647564,
        "duration": 2042280458,
        "avg_accuracy": 13.020833333333334,
        "soft_acc": 24.99788698611111,
        "adapt_pct": 24.998610666666668,
        "stability": 99.99745201425031,
        "consistency": 100,
        "throughput": 144.93601936037328,
        "availability": 20.84255951558763,
        "score": 7.551455716494862,
        "zero_downtime": 5.210199472719543,
        "weight_bytes": 336672,
        "weight_mib": 0.321075439453125,
        "heap_bytes": 24652928,
        "heap_mib": 23.5108642578125,
        "mobile_score": 23.519256811909862,
        "mobile_throughput": 451.4079918639589,
        "mobile_availability": 64.91483606185491,
        "mobile_accuracy": 77.85673992594704,
        "soft_acc_blocks": [
          24.9961405,
          24.99548833333333,
          24.996217333333334,
          24.997912333333332,
          24.995172333333333,
          24.9960385,
          24.9970075,
          24.9972445,
          24.9977845,
          25.00005375,
          25.0019215,
          25.00366275
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 1.591182335,
        "time_to_acc50_sec": 1.89248487,
        "acc_per_sec": 12.2401832168494,
        "mobile_acc_per_sec": 38.12245258527908
      },
      "started": "2026-08-18T07:03:25.151717575+10:00",
      "ended": "2026-08-18T07:03:27.198468092+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|tween_chain|tricameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 232,
        "total_correct": 27,
        "total_train": 15,
        "infer_ms": 552.372072,
        "train_ms": 1992.98004,
        "blocked_train": 1992980040,
        "duration": 2057426749,
        "avg_accuracy": 12.31060606060606,
        "soft_acc": 24.999563666666667,
        "adapt_pct": 25.000793555555557,
        "stability": 99.99708661901172,
        "consistency": 100,
        "throughput": 112.76221625521404,
        "availability": 21.70120469367894,
        "score": 6.11758306758819,
        "zero_downtime": 5.425206483829921,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 23774216,
        "heap_mib": 22.67285919189453,
        "mobile_score": 609.7092275144335,
        "mobile_throughput": 11238.452017111236,
        "mobile_availability": 2162.851669316518,
        "mobile_accuracy": 2491.5827840831353,
        "soft_acc_blocks": [
          24.9960235,
          24.9965035,
          24.998286,
          24.998884,
          24.997152,
          25.005575,
          25.00381,
          24.999678333333335,
          25.000742,
          25.00125033333333,
          24.99729566666667
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.867349727,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.150888812356285,
        "mobile_acc_per_sec": 1211.018951364443
      },
      "started": "2026-08-18T07:03:28.069181942+10:00",
      "ended": "2026-08-18T07:03:30.139273242+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|tween_chain|tricameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 88,
        "total_correct": 9,
        "total_train": 10,
        "infer_ms": 377.056491,
        "train_ms": 1985.931768,
        "blocked_train": 1985931768,
        "duration": 2148955079,
        "avg_accuracy": 6.770833333333333,
        "soft_acc": 14.582894375,
        "adapt_pct": 14.285532071428573,
        "stability": 87.675204764118,
        "consistency": 58.333333333333336,
        "throughput": 40.950134723593266,
        "availability": 15.956765318824212,
        "score": 0.9528925310111032,
        "zero_downtime": 2.326958232110767,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 22990768,
        "heap_mib": 21.925704956054688,
        "mobile_score": 63.31138249889105,
        "mobile_throughput": 2720.778638190757,
        "mobile_availability": 1060.1876283710187,
        "mobile_accuracy": 968.9059087669497,
        "soft_acc_blocks": [
          24.999066,
          24.99809,
          0,
          24.998852,
          0,
          24.9994235,
          24.999433,
          24.999984,
          0,
          24.999884,
          0,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 1.213913606,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.786039651320232,
        "mobile_acc_per_sec": 450.8730397555927
      },
      "started": "2026-08-18T07:03:31.007003428+10:00",
      "ended": "2026-08-18T07:03:33.16214862+10:00"
    },
    {
      "cell": {
        "id": "int6|none|tween_chain|tricameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 152,
        "total_correct": 77,
        "total_train": 10,
        "infer_ms": 673.438635,
        "train_ms": 2141.463522,
        "blocked_train": 2141463522,
        "duration": 2208591795,
        "avg_accuracy": 43.26923076923077,
        "soft_acc": 21.15733753846154,
        "adapt_pct": 18.7528356875,
        "stability": 90.9784809097211,
        "consistency": 84.61538461538461,
        "throughput": 68.8221337886479,
        "availability": 23.924051261437857,
        "score": 3.483564631711674,
        "zero_downtime": 5.061692278256973,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 23640136,
        "heap_mib": 22.54499053955078,
        "mobile_score": 231.45243107728427,
        "mobile_throughput": 4572.629436038858,
        "mobile_availability": 1589.5441626861907,
        "mobile_accuracy": 1405.7202107926655,
        "soft_acc_blocks": [
          25.005169,
          25.004176,
          25.0059335,
          25.0050155,
          25.003215,
          25.002685,
          25.004804,
          25.0041595,
          0,
          25.0033975,
          0,
          25.0044245,
          25.0024085
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.072272917,
        "time_to_acc50_sec": 0.072272917,
        "acc_per_sec": 9.57955996502357,
        "mobile_acc_per_sec": 636.4780553722313
      },
      "started": "2026-08-18T07:03:34.12009658+10:00",
      "ended": "2026-08-18T07:03:36.334842186+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|tween_chain|tricameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 120,
        "total_correct": 38,
        "total_train": 9,
        "infer_ms": 527.344454,
        "train_ms": 1960.944319,
        "blocked_train": 1960944319,
        "duration": 2049009447,
        "avg_accuracy": 21.354166666666668,
        "soft_acc": 16.667503375000003,
        "adapt_pct": 14.285897714285714,
        "stability": 88.21429516903342,
        "consistency": 66.66666666666666,
        "throughput": 58.564883717688396,
        "availability": 21.19305683978987,
        "score": 2.0687186987113853,
        "zero_downtime": 3.532353464037646,
        "weight_bytes": 15806,
        "weight_mib": 0.015073776245117188,
        "heap_bytes": 22189488,
        "heap_mib": 21.161544799804688,
        "mobile_score": 137.23957852840627,
        "mobile_throughput": 3885.2164690091627,
        "mobile_availability": 1405.9553820599458,
        "mobile_accuracy": 1105.728458746299,
        "soft_acc_blocks": [
          25.004141,
          25.001418,
          25.0007735,
          0,
          25.002424,
          25.0007355,
          0,
          24.997856,
          24.997739,
          0,
          0,
          25.0049535
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.081645898,
        "time_to_acc50_sec": 0.081645898,
        "acc_per_sec": 8.134419975175451,
        "mobile_acc_per_sec": 539.6404884151318
      },
      "started": "2026-08-18T07:03:37.183080597+10:00",
      "ended": "2026-08-18T07:03:39.238347501+10:00"
    },
    {
      "cell": {
        "id": "int5|none|tween_chain|tricameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 152,
        "total_correct": 25,
        "total_train": 11,
        "infer_ms": 583.582647,
        "train_ms": 1980.642909,
        "blocked_train": 1980642909,
        "duration": 2149381534,
        "avg_accuracy": 13.942307692307692,
        "soft_acc": 23.07476476923077,
        "adapt_pct": 21.873040437500002,
        "stability": 93.33888886615551,
        "consistency": 92.3076923076923,
        "throughput": 70.71801706471717,
        "availability": 22.7586315733607,
        "score": 3.7137571613557347,
        "zero_downtime": 5.251500700248865,
        "weight_bytes": 13152,
        "weight_mib": 0.012542724609375,
        "heap_bytes": 25011752,
        "heap_mib": 23.853065490722656,
        "mobile_score": 296.0885514922256,
        "mobile_throughput": 5638.170275368984,
        "mobile_availability": 1814.4886603306165,
        "mobile_accuracy": 1839.6931677813964,
        "soft_acc_blocks": [
          24.996533,
          24.997011,
          24.999519,
          24.9997195,
          24.994836,
          24.995447,
          24.996672,
          24.997162,
          24.998959,
          24.99464,
          25.0002975,
          25.001146,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.227142302,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.73553689943945,
        "mobile_acc_per_sec": 855.9174528487395
      },
      "started": "2026-08-18T07:03:40.295665675+10:00",
      "ended": "2026-08-18T07:03:42.451545864+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|tween_chain|tricameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 152,
        "total_correct": 39,
        "total_train": 10,
        "infer_ms": 571.892415,
        "train_ms": 2038.989211,
        "blocked_train": 2038989211,
        "duration": 2167929860,
        "avg_accuracy": 23.958333333333332,
        "soft_acc": 22.916390125000003,
        "adapt_pct": 21.875642562499998,
        "stability": 93.09044776986896,
        "consistency": 91.66666666666666,
        "throughput": 70.11296942973976,
        "availability": 21.904187815522203,
        "score": 3.5194250624635215,
        "zero_downtime": 5.019649133517785,
        "weight_bytes": 13176,
        "weight_mib": 0.01256561279296875,
        "heap_bytes": 22955096,
        "heap_mib": 21.891685485839844,
        "mobile_score": 280.0838383650387,
        "mobile_throughput": 5579.749319426139,
        "mobile_availability": 1743.1850062878725,
        "mobile_accuracy": 1823.7383645804496,
        "soft_acc_blocks": [
          25.003316,
          24.992224,
          24.996654,
          24.999347,
          0,
          24.998264,
          24.9990105,
          25.0020285,
          25.000943,
          25.003532,
          25.000906,
          25.0004565
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071891872,
        "time_to_acc50_sec": 0.071891872,
        "acc_per_sec": 10.570632633382337,
        "mobile_acc_per_sec": 841.2349487083726
      },
      "started": "2026-08-18T07:03:43.234707175+10:00",
      "ended": "2026-08-18T07:03:45.409265794+10:00"
    },
    {
      "cell": {
        "id": "int3|none|tween_chain|tricameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 200,
        "total_correct": 53,
        "total_train": 14,
        "infer_ms": 583.286537,
        "train_ms": 2103.97229,
        "blocked_train": 2103972290,
        "duration": 2250846866,
        "avg_accuracy": 23.557692307692307,
        "soft_acc": 23.07741446153846,
        "adapt_pct": 21.875177125,
        "stability": 93.33812420241611,
        "consistency": 92.3076923076923,
        "throughput": 88.85544504207957,
        "availability": 21.705632934925323,
        "score": 4.450857096995342,
        "zero_downtime": 5.009098873892911,
        "weight_bytes": 7891,
        "weight_mib": 0.007525444030761719,
        "heap_bytes": 24279416,
        "heap_mib": 23.15465545654297,
        "mobile_score": 591.4411267696094,
        "mobile_throughput": 11807.335843422079,
        "mobile_availability": 2884.2992979815303,
        "mobile_accuracy": 3066.5850901561466,
        "soft_acc_blocks": [
          25.000593,
          25.00157,
          25.000762,
          25.000034,
          0,
          24.9989555,
          24.999893,
          24.9992835,
          24.9992095,
          25.000831,
          25.001935,
          25.0013095,
          25.002012
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.073134007,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.252769662002613,
        "mobile_acc_per_sec": 1362.4139147261503
      },
      "started": "2026-08-18T07:03:46.224548336+10:00",
      "ended": "2026-08-18T07:03:48.480491512+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|tween_chain|tricameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 208,
        "total_correct": 32,
        "total_train": 13,
        "infer_ms": 669.853156,
        "train_ms": 2038.841799,
        "blocked_train": 2038841799,
        "duration": 2097693183,
        "avg_accuracy": 14.84375,
        "soft_acc": 22.915816291666662,
        "adapt_pct": 24.999344714285712,
        "stability": 93.09062120556113,
        "consistency": 91.66666666666666,
        "throughput": 99.15654094967805,
        "availability": 24.729737645928463,
        "score": 5.619222244749205,
        "zero_downtime": 5.667021248352098,
        "weight_bytes": 7915,
        "weight_mib": 0.007548332214355469,
        "heap_bytes": 23001896,
        "heap_mib": 21.936317443847656,
        "mobile_score": 744.4322911573142,
        "mobile_throughput": 13136.218456456047,
        "mobile_availability": 3276.185645207465,
        "mobile_accuracy": 3035.8780775553582,
        "soft_acc_blocks": [
          25.0005265,
          0,
          24.9979525,
          24.9993315,
          25.0006225,
          25.0005375,
          25.001927,
          25.0001045,
          24.996572,
          24.9985595,
          24.9959845,
          24.9976775
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071216556,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.924293637115118,
        "mobile_acc_per_sec": 1447.2460044007103
      },
      "started": "2026-08-18T07:03:49.331838985+10:00",
      "ended": "2026-08-18T07:03:51.434778582+10:00"
    },
    {
      "cell": {
        "id": "float64|none|step_tween|cnn|simd",
        "dtype": 0,
        "format": 0,
        "mode": "step_tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4968,
        "total_correct": 2666,
        "total_train": 181,
        "infer_ms": 643.13796,
        "train_ms": 1773.367457,
        "blocked_train": 1773367457,
        "duration": 2118465418,
        "avg_accuracy": 50.36522781125333,
        "soft_acc": 25.726478992187282,
        "adapt_pct": 25.788544951605637,
        "stability": 99.05709098962723,
        "consistency": 100,
        "throughput": 2345.093744645682,
        "availability": 26.61438105934111,
        "score": 160.56723556009484,
        "zero_downtime": 6.846943152132062,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 23780104,
        "heap_mib": 22.67847442626953,
        "mobile_score": 68777.34869062991,
        "mobile_throughput": 1004497.1480333295,
        "mobile_availability": 11400.00050395411,
        "mobile_accuracy": 11019.67664857507,
        "soft_acc_blocks": [
          24.897878857142857,
          25.22816606666667,
          25.815203220338983,
          26.46814014925373,
          26.129033163265305,
          25.971596016949153,
          26.70699952272727,
          27.118148599999998,
          26.696260765625,
          23.839157657142856,
          24.56022349090909,
          25.286940396226413
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.225193692,
        "time_to_acc50_sec": 0.393367826,
        "acc_per_sec": 12.143922092660416,
        "mobile_acc_per_sec": 5201.7260017293665
      },
      "started": "2026-08-18T07:03:52.337444758+10:00",
      "ended": "2026-08-18T07:03:54.456163145+10:00"
    },
    {
      "cell": {
        "id": "float32|none|step_tween|cnn|simd",
        "dtype": 1,
        "format": 0,
        "mode": "step_tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7512,
        "total_correct": 4466,
        "total_train": 240,
        "infer_ms": 628.507904,
        "train_ms": 1758.25465,
        "blocked_train": 1758254650,
        "duration": 2135975304,
        "avg_accuracy": 57.2825321297864,
        "soft_acc": 25.875864598543675,
        "adapt_pct": 25.94668540295568,
        "stability": 99.5450032433299,
        "consistency": 100,
        "throughput": 3516.894594208286,
        "availability": 26.333072091594413,
        "score": 239.63803522459952,
        "zero_downtime": 6.813910079057863,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 22197808,
        "heap_mib": 21.169479370117188,
        "mobile_score": 205293.04936574318,
        "mobile_throughput": 3012852.341516787,
        "mobile_availability": 22559.00931496381,
        "mobile_accuracy": 22167.328919348474,
        "soft_acc_blocks": [
          25.16385646153846,
          25.458499907894737,
          25.957134127906976,
          26.35740146153846,
          25.43546355,
          25.66784052439024,
          26.126019857142857,
          26.577625021505376,
          25.414705810526314,
          25.6793791375,
          26.115743322580645,
          26.556706
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.224285249,
        "time_to_acc50_sec": 0.385219059,
        "acc_per_sec": 12.114308882732136,
        "mobile_acc_per_sec": 10378.082966519389
      },
      "started": "2026-08-18T07:03:55.363254678+10:00",
      "ended": "2026-08-18T07:03:57.499470763+10:00"
    },
    {
      "cell": {
        "id": "float16|none|step_tween|cnn|simd",
        "dtype": 2,
        "format": 0,
        "mode": "step_tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4744,
        "total_correct": 2654,
        "total_train": 165,
        "infer_ms": 712.852203,
        "train_ms": 1817.373709,
        "blocked_train": 1817373709,
        "duration": 2061141941,
        "avg_accuracy": 51.81313269418339,
        "soft_acc": 25.533308608758038,
        "adapt_pct": 25.638927068746884,
        "stability": 99.58287297833846,
        "consistency": 100,
        "throughput": 2301.636731383169,
        "availability": 28.173460702429168,
        "score": 165.57092352069574,
        "zero_downtime": 7.193616666918409,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 22721936,
        "heap_mib": 21.669326782226562,
        "mobile_score": 283682.51095038734,
        "mobile_throughput": 3943531.10661248,
        "mobile_availability": 48271.26589789276,
        "mobile_accuracy": 43747.736287152075,
        "soft_acc_blocks": [
          24.796600555555557,
          25.0928704893617,
          25.571785653061227,
          25.827030057142856,
          25.732132387755104,
          25.43219545,
          25.836432319148933,
          26.266387425925927,
          25.937304163636362,
          24.955276533333333,
          25.275243736842103,
          25.676444533333335
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.226179571,
        "time_to_acc50_sec": 0.403953661,
        "acc_per_sec": 12.387942868393672,
        "mobile_acc_per_sec": 21224.999315635236
      },
      "started": "2026-08-18T07:03:58.49700438+10:00",
      "ended": "2026-08-18T07:04:00.558396165+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|step_tween|cnn|simd",
        "dtype": 3,
        "format": 0,
        "mode": "step_tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5056,
        "total_correct": 2810,
        "total_train": 189,
        "infer_ms": 534.989259,
        "train_ms": 1852.045957,
        "blocked_train": 1852045957,
        "duration": 2065905562,
        "avg_accuracy": 50.37181999478225,
        "soft_acc": 25.567663200177545,
        "adapt_pct": 25.70505673593806,
        "stability": 99.59560608832032,
        "consistency": 100,
        "throughput": 2447.3529153507357,
        "availability": 22.412290167067226,
        "score": 140.24063633975334,
        "zero_downtime": 5.730298865362257,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 22197952,
        "heap_mib": 21.16961669921875,
        "mobile_score": 240282.62335064248,
        "mobile_throughput": 4193195.3113836814,
        "mobile_availability": 38400.30976180177,
        "mobile_accuracy": 43806.598051943416,
        "soft_acc_blocks": [
          24.74304105263158,
          25.075352538461537,
          25.51125193548387,
          25.979252523809524,
          25.38250539215686,
          25.41879444262295,
          25.819559846153844,
          26.15445481818182,
          25.85151062745098,
          25.385844875,
          25.922727149999996
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.386990976,
        "time_to_acc50_sec": 0.386990976,
        "acc_per_sec": 12.3760077277809,
        "mobile_acc_per_sec": 21204.55012935553
      },
      "started": "2026-08-18T07:04:01.390818144+10:00",
      "ended": "2026-08-18T07:04:03.456981623+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|step_tween|cnn|simd",
        "dtype": 4,
        "format": 0,
        "mode": "step_tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4280,
        "total_correct": 1132,
        "total_train": 173,
        "infer_ms": 567.107229,
        "train_ms": 1819.107032,
        "blocked_train": 1819107032,
        "duration": 2027273606,
        "avg_accuracy": 23.877290594505606,
        "soft_acc": 24.921446887149262,
        "adapt_pct": 25.198379180070237,
        "stability": 99.59573535897766,
        "consistency": 100,
        "throughput": 2111.2098472217763,
        "availability": 23.76598104657794,
        "score": 125.04329300273407,
        "zero_downtime": 5.922826343732882,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 23204984,
        "heap_mib": 22.12999725341797,
        "mobile_score": 428488.2222341009,
        "mobile_throughput": 7234522.799870658,
        "mobile_availability": 81439.33771861605,
        "mobile_accuracy": 85398.79441548832,
        "soft_acc_blocks": [
          24.32580611764706,
          24.38718283333333,
          24.482745,
          24.551527547169812,
          24.770973813953486,
          25.321363,
          25.36569650980392,
          25.419971608695654,
          25.260512418604648,
          25.094616509433962,
          25.1555204
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.936724232,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.293085064290656,
        "mobile_acc_per_sec": 42124.947595992286
      },
      "started": "2026-08-18T07:04:04.275181279+10:00",
      "ended": "2026-08-18T07:04:06.30274197+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|step_tween|cnn|simd",
        "dtype": 5,
        "format": 0,
        "mode": "step_tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4600,
        "total_correct": 1154,
        "total_train": 183,
        "infer_ms": 546.710947,
        "train_ms": 1841.592457,
        "blocked_train": 1841592457,
        "duration": 2104384039,
        "avg_accuracy": 26.406509475804537,
        "soft_acc": 25.061114265159755,
        "adapt_pct": 25.034513508104215,
        "stability": 99.84052840000369,
        "consistency": 100,
        "throughput": 2185.912796689863,
        "availability": 22.891184850482254,
        "score": 125.40113911845805,
        "zero_downtime": 5.736785992028297,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 23462632,
        "heap_mib": 22.375709533691406,
        "mobile_score": 429714.46030155645,
        "mobile_throughput": 7490508.812751209,
        "mobile_availability": 78441.6570123506,
        "mobile_accuracy": 85877.39526700704,
        "soft_acc_blocks": [
          25.001016705882353,
          25.09307777777778,
          25.17604414285714,
          25.18712449056604,
          25.225728085106383,
          25.21040790625,
          25.250119571428574,
          25.169010843137254,
          24.90486702173913,
          24.817240723404254,
          24.825480463768116,
          24.87325345
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.068789724,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.90900225467817,
        "mobile_acc_per_sec": 40808.80375229221
      },
      "started": "2026-08-18T07:04:07.240813122+10:00",
      "ended": "2026-08-18T07:04:09.345557682+10:00"
    },
    {
      "cell": {
        "id": "int64|none|step_tween|cnn|simd",
        "dtype": 6,
        "format": 0,
        "mode": "step_tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2928,
        "total_correct": 1688,
        "total_train": 153,
        "infer_ms": 492.710435,
        "train_ms": 1865.682613,
        "blocked_train": 1865682613,
        "duration": 2026837659,
        "avg_accuracy": 57.33621746630119,
        "soft_acc": 25.416631906387785,
        "adapt_pct": 25.416871252884935,
        "stability": 99.73825814509374,
        "consistency": 100,
        "throughput": 1444.614958182993,
        "availability": 20.89178627022479,
        "score": 76.70888692047382,
        "zero_downtime": 5.309988414972297,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 22414984,
        "heap_mib": 21.37659454345703,
        "mobile_score": 32857.474596210275,
        "mobile_throughput": 618786.1823495466,
        "mobile_availability": 8948.785000035634,
        "mobile_accuracy": 10886.9567883466,
        "soft_acc_blocks": [
          25.295216500000002,
          25.40139617142857,
          25.552137575757577,
          25.697295333333333,
          25.710867111111114,
          25.396765236842107,
          25.6087608125,
          25.698064633333335,
          24.857953454545452,
          25.091670696969697,
          25.272823444444445
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.075985773,
        "time_to_acc50_sec": 0.075985773,
        "acc_per_sec": 12.540043250887607,
        "mobile_acc_per_sec": 5371.400486863858
      },
      "started": "2026-08-18T07:04:10.238434179+10:00",
      "ended": "2026-08-18T07:04:12.265688818+10:00"
    },
    {
      "cell": {
        "id": "int32|none|step_tween|cnn|simd",
        "dtype": 7,
        "format": 0,
        "mode": "step_tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3240,
        "total_correct": 1755,
        "total_train": 157,
        "infer_ms": 568.182373,
        "train_ms": 1786.244201,
        "blocked_train": 1786244201,
        "duration": 2166381553,
        "avg_accuracy": 53.72774498430505,
        "soft_acc": 25.894522246454258,
        "adapt_pct": 25.94547636859277,
        "stability": 99.52214790374836,
        "consistency": 100,
        "throughput": 1495.5814203242526,
        "availability": 24.13251614106187,
        "score": 93.45887937827929,
        "zero_downtime": 6.248999760776431,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 38317256,
        "heap_mib": 36.54218292236328,
        "mobile_score": 80064.32835209035,
        "mobile_throughput": 1281234.300161702,
        "mobile_availability": 20673.83761857034,
        "mobile_accuracy": 22183.312548282694,
        "soft_acc_blocks": [
          25.347731818181817,
          25.52100036363636,
          25.95524494117647,
          26.346478885714287,
          26.20087217142857,
          26.183082439024393,
          26.437373243243243,
          26.698556257142858,
          25.33497003030303,
          25.146523947368422,
          25.584862945945947,
          25.977569914285716
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.109769981,
        "time_to_acc50_sec": 0.269729816,
        "acc_per_sec": 11.952890851842598,
        "mobile_acc_per_sec": 10239.799410017733
      },
      "started": "2026-08-18T07:04:13.087624744+10:00",
      "ended": "2026-08-18T07:04:15.25430635+10:00"
    },
    {
      "cell": {
        "id": "int16|none|step_tween|cnn|simd",
        "dtype": 8,
        "format": 0,
        "mode": "step_tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3368,
        "total_correct": 1690,
        "total_train": 151,
        "infer_ms": 604.598396,
        "train_ms": 1796.218625,
        "blocked_train": 1796218625,
        "duration": 2010276068,
        "avg_accuracy": 46.251954995409115,
        "soft_acc": 25.392264612003967,
        "adapt_pct": 25.550523574996134,
        "stability": 99.57111366089892,
        "consistency": 100,
        "throughput": 1675.3917800706763,
        "availability": 25.18302689091107,
        "score": 107.13361136289065,
        "zero_downtime": 6.394540825452254,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 23129280,
        "heap_mib": 22.05780029296875,
        "mobile_score": 183558.38834714776,
        "mobile_throughput": 2870548.3842800483,
        "mobile_availability": 43147.57778621563,
        "mobile_accuracy": 43506.07721862201,
        "soft_acc_blocks": [
          24.542213466666666,
          24.876735151515152,
          25.305253366666665,
          25.737043722222225,
          25.904773363636366,
          25.516051632653063,
          25.652841193548387,
          26.07445062857143,
          25.269607428571426,
          25.114266135135136,
          25.32167464285714
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.402801539,
        "time_to_acc50_sec": 0.563095643,
        "acc_per_sec": 12.631232603423683,
        "mobile_acc_per_sec": 21641.842088835936
      },
      "started": "2026-08-18T07:04:16.178526661+10:00",
      "ended": "2026-08-18T07:04:18.189109448+10:00"
    },
    {
      "cell": {
        "id": "int8|none|step_tween|cnn|simd",
        "dtype": 9,
        "format": 0,
        "mode": "step_tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4872,
        "total_correct": 2509,
        "total_train": 183,
        "infer_ms": 512.617355,
        "train_ms": 1576.379673,
        "blocked_train": 1576379673,
        "duration": 2161519608,
        "avg_accuracy": 49.872883491025945,
        "soft_acc": 25.482101620346686,
        "adapt_pct": 25.473301342609158,
        "stability": 99.58392627941006,
        "consistency": 100,
        "throughput": 2253.9698376865244,
        "availability": 24.538922177920877,
        "score": 140.94147969709624,
        "zero_downtime": 6.253033085915588,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 37411336,
        "heap_mib": 35.67823028564453,
        "mobile_score": 482966.8399178509,
        "mobile_throughput": 7723721.165104526,
        "mobile_availability": 84087.98974390706,
        "mobile_accuracy": 87320.000616525,
        "soft_acc_blocks": [
          25.058128476190475,
          25.374112736842104,
          25.865415279411764,
          25.702691844827587,
          25.790884507042254,
          26.14856928125,
          25.263051029850747,
          24.652164636363636,
          25.29879416883117,
          25.667204242857142
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.311971475,
        "time_to_acc50_sec": 0.473483026,
        "acc_per_sec": 11.788975462463947,
        "mobile_acc_per_sec": 40397.5056683941
      },
      "started": "2026-08-18T07:04:19.046190081+10:00",
      "ended": "2026-08-18T07:04:21.207985887+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|step_tween|cnn|simd",
        "dtype": 10,
        "format": 0,
        "mode": "step_tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4128,
        "total_correct": 2524,
        "total_train": 146,
        "infer_ms": 597.755142,
        "train_ms": 1793.692101,
        "blocked_train": 1793692101,
        "duration": 2025311027,
        "avg_accuracy": 54.00567442420687,
        "soft_acc": 25.57516927297924,
        "adapt_pct": 25.683387201768653,
        "stability": 99.66245249177601,
        "consistency": 100,
        "throughput": 2038.2054632441402,
        "availability": 24.995539573356165,
        "score": 130.2953732723823,
        "zero_downtime": 6.392651556580352,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 36028968,
        "heap_mib": 34.359901428222656,
        "mobile_score": 55628.90933406415,
        "mobile_throughput": 870200.8680076089,
        "mobile_availability": 10671.711279996545,
        "mobile_accuracy": 10919.181064976987,
        "soft_acc_blocks": [
          25.0059885,
          25.250986978723404,
          25.520883622222225,
          25.840425173913044,
          25.58058031111111,
          25.252381348837208,
          25.547004552238803,
          25.65030195744681,
          25.86125514893617,
          26.241885136363635
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.260995419,
        "time_to_acc50_sec": 0.423359052,
        "acc_per_sec": 12.627773676254835,
        "mobile_acc_per_sec": 5391.360101935094
      },
      "started": "2026-08-18T07:04:22.12543611+10:00",
      "ended": "2026-08-18T07:04:24.151218283+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|step_tween|cnn|simd",
        "dtype": 11,
        "format": 0,
        "mode": "step_tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4288,
        "total_correct": 2215,
        "total_train": 165,
        "infer_ms": 581.231015,
        "train_ms": 1825.559191,
        "blocked_train": 1825559191,
        "duration": 2023451256,
        "avg_accuracy": 49.051789272551794,
        "soft_acc": 25.435601158577455,
        "adapt_pct": 25.6318016499772,
        "stability": 99.36190744374748,
        "consistency": 100,
        "throughput": 2119.1516164696777,
        "availability": 24.149633547245703,
        "score": 130.1711019264521,
        "zero_downtime": 6.142604470335438,
        "weight_bytes": 1232,
        "weight_mib": 0.0011749267578125,
        "heap_bytes": 22701176,
        "heap_mib": 21.64952850341797,
        "mobile_score": 110790.82254353202,
        "mobile_throughput": 1803645.7186617765,
        "mobile_availability": 20554.16083314668,
        "mobile_accuracy": 21648.669578292625,
        "soft_acc_blocks": [
          24.808704681818185,
          24.92773398039216,
          25.344386846153846,
          25.7229421,
          25.90499329787234,
          26.138742313725487,
          26.44985835849057,
          26.066568063829788,
          24.360424659090906,
          24.792559382978723,
          25.27469906
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.486761517,
        "time_to_acc50_sec": 0.486761517,
        "acc_per_sec": 12.570404690083356,
        "mobile_acc_per_sec": 10698.883659341594
      },
      "started": "2026-08-18T07:04:25.021628385+10:00",
      "ended": "2026-08-18T07:04:27.045343131+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|step_tween|cnn|simd",
        "dtype": 12,
        "format": 0,
        "mode": "step_tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4680,
        "total_correct": 2611,
        "total_train": 173,
        "infer_ms": 626.103856,
        "train_ms": 1840.16543,
        "blocked_train": 1840165430,
        "duration": 2024637321,
        "avg_accuracy": 53.877090368321895,
        "soft_acc": 25.643006530181108,
        "adapt_pct": 25.671416681239354,
        "stability": 99.60178409228739,
        "consistency": 100,
        "throughput": 2311.5251069700103,
        "availability": 25.38667855753364,
        "score": 150.47814954619602,
        "zero_downtime": 6.509907640304437,
        "weight_bytes": 620,
        "weight_mib": 0.000591278076171875,
        "heap_bytes": 24283088,
        "heap_mib": 23.158157348632812,
        "mobile_score": 254496.41312669683,
        "mobile_throughput": 3909370.5654293313,
        "mobile_availability": 42935.2610566845,
        "mobile_accuracy": 43368.77615385675,
        "soft_acc_blocks": [
          25.3698041,
          25.460423719999998,
          25.791098468085107,
          26.18415430232558,
          25.671514234042554,
          25.73132968627451,
          26.16319154054054,
          26.103742208333333,
          24.820890590909087,
          25.277460666666666,
          25.499462314814814
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.084361141,
        "time_to_acc50_sec": 0.439641506,
        "acc_per_sec": 12.665481498442212,
        "mobile_acc_per_sec": 21420.516012436357
      },
      "started": "2026-08-18T07:04:28.054495103+10:00",
      "ended": "2026-08-18T07:04:30.079465862+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|step_tween|cnn|simd",
        "dtype": 13,
        "format": 0,
        "mode": "step_tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5896,
        "total_correct": 2815,
        "total_train": 225,
        "infer_ms": 559.099362,
        "train_ms": 1820.725451,
        "blocked_train": 1820725451,
        "duration": 2057819882,
        "avg_accuracy": 44.4587532410186,
        "soft_acc": 25.50195560561468,
        "adapt_pct": 25.613646957610698,
        "stability": 99.68296928784882,
        "consistency": 100,
        "throughput": 2865.1681576084607,
        "availability": 23.493299126300016,
        "score": 171.65940768521295,
        "zero_downtime": 5.991250713483291,
        "weight_bytes": 314,
        "weight_mib": 0.0002994537353515625,
        "heap_bytes": 25341240,
        "heap_mib": 24.16728973388672,
        "mobile_score": 573241.8314424518,
        "mobile_throughput": 9567982.694370858,
        "mobile_availability": 78453.85230783174,
        "mobile_accuracy": 85161.58790163381,
        "soft_acc_blocks": [
          24.828045041666666,
          25.065189750000002,
          25.578306893939395,
          25.89335506153846,
          25.356948799999998,
          25.602206770270268,
          25.776037770491804,
          25.752560746268657,
          25.324350327586206,
          25.525453562499997,
          25.8190569375
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.317021774,
        "time_to_acc50_sec": 0.488383952,
        "acc_per_sec": 12.392705420276759,
        "mobile_acc_per_sec": 41384.37413621695
      },
      "started": "2026-08-18T07:04:30.975119457+10:00",
      "ended": "2026-08-18T07:04:33.033212621+10:00"
    },
    {
      "cell": {
        "id": "int4|none|step_tween|cnn|simd",
        "dtype": 14,
        "format": 0,
        "mode": "step_tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6096,
        "total_correct": 1578,
        "total_train": 193,
        "infer_ms": 617.545413,
        "train_ms": 1795.623048,
        "blocked_train": 1795623048,
        "duration": 2140375936,
        "avg_accuracy": 26.60120632015114,
        "soft_acc": 24.907692739335786,
        "adapt_pct": 24.83906781448963,
        "stability": 99.87765012660549,
        "consistency": 100,
        "throughput": 2848.097802572193,
        "availability": 25.590646611720324,
        "score": 181.53888258175914,
        "zero_downtime": 6.374039628056543,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 25865672,
        "heap_mib": 24.66742706298828,
        "mobile_score": 1244165.4597519652,
        "mobile_throughput": 19519261.44725451,
        "mobile_availability": 175383.9075917075,
        "mobile_accuracy": 170703.32563295268,
        "soft_acc_blocks": [
          25.01813209090909,
          25.058435336734693,
          24.950893508474575,
          25.1082315915493,
          24.94401656666667,
          24.876034458333336,
          24.93113431746032,
          24.863614910891087,
          24.79041975384615,
          24.71847137704918,
          24.72523622077922
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.073463938,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.637064461621655,
        "mobile_acc_per_sec": 79753.89872489797
      },
      "started": "2026-08-18T07:04:33.969113906+10:00",
      "ended": "2026-08-18T07:04:36.109752082+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|step_tween|cnn|simd",
        "dtype": 15,
        "format": 0,
        "mode": "step_tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4152,
        "total_correct": 780,
        "total_train": 165,
        "infer_ms": 633.997846,
        "train_ms": 1797.671665,
        "blocked_train": 1797671665,
        "duration": 2078233388,
        "avg_accuracy": 18.24478235919124,
        "soft_acc": 24.920487601722026,
        "adapt_pct": 24.884451479714613,
        "stability": 99.9151068509529,
        "consistency": 100,
        "throughput": 1997.8506860558625,
        "availability": 26.07253342331354,
        "score": 129.80839960717108,
        "zero_downtime": 6.497402459211682,
        "weight_bytes": 161,
        "weight_mib": 0.00015354156494140625,
        "heap_bytes": 23851008,
        "heap_mib": 22.74609375,
        "mobile_score": 845428.400164528,
        "mobile_throughput": 13011790.565103801,
        "mobile_availability": 169807.6571856175,
        "mobile_accuracy": 162304.50439418183,
        "soft_acc_blocks": [
          24.93295425,
          24.966407269230768,
          24.98629970212766,
          25.02108168181818,
          24.81063807142857,
          24.78586487179487,
          24.806179106382977,
          24.856991121951218,
          24.95397525531915,
          24.983731133333333,
          25.021241155555558
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.991188162800329,
        "mobile_acc_per_sec": 78097.34235401564
      },
      "started": "2026-08-18T07:04:36.9694991+10:00",
      "ended": "2026-08-18T07:04:39.04799129+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|step_tween|cnn|simd",
        "dtype": 16,
        "format": 0,
        "mode": "step_tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5456,
        "total_correct": 1363,
        "total_train": 183,
        "infer_ms": 643.868379,
        "train_ms": 1714.649302,
        "blocked_train": 1714649302,
        "duration": 2142293741,
        "avg_accuracy": 24.768673280627524,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 2546.8029409698024,
        "availability": 27.2997054118756,
        "score": 173.81742507643503,
        "zero_downtime": 6.824926352968899,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 23842104,
        "heap_mib": 22.73760223388672,
        "mobile_score": 1191246.9301761303,
        "mobile_throughput": 17454355.821113408,
        "mobile_availability": 187096.83596054162,
        "mobile_accuracy": 171335.9477124183,
        "soft_acc_blocks": [
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.817264507,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.669734883476,
        "mobile_acc_per_sec": 79977.80343252112
      },
      "started": "2026-08-18T07:04:40.003376529+10:00",
      "ended": "2026-08-18T07:04:42.146042769+10:00"
    },
    {
      "cell": {
        "id": "int2|none|step_tween|cnn|simd",
        "dtype": 17,
        "format": 0,
        "mode": "step_tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5448,
        "total_correct": 2003,
        "total_train": 199,
        "infer_ms": 631.566883,
        "train_ms": 1721.108086,
        "blocked_train": 1721108086,
        "duration": 2067380762,
        "avg_accuracy": 40.3591147004834,
        "soft_acc": 25.359491999401396,
        "adapt_pct": 25.00699295679225,
        "stability": 99.32101991434908,
        "consistency": 100,
        "throughput": 2635.2184852148685,
        "availability": 26.844629679910536,
        "score": 179.3967599495006,
        "zero_downtime": 6.807661715945845,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 39448144,
        "heap_mib": 37.62068176269531,
        "mobile_score": 2443001.778711786,
        "mobile_throughput": 35886063.09548917,
        "mobile_availability": 365566.6806654788,
        "mobile_accuracy": 345342.2686073288,
        "soft_acc_blocks": [
          25.8187411,
          25.739466206349206,
          25.871607606557376,
          25.800487999999998,
          25.79599755737705,
          25.751914602564103,
          25.786280653061223,
          24.684333616438355,
          24.184838291666665,
          24.16125236
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.158754655,
        "time_to_acc50_sec": 0.158754655,
        "acc_per_sec": 12.266483497151453,
        "mobile_acc_per_sec": 167043.37921440366
      },
      "started": "2026-08-18T07:04:43.215061088+10:00",
      "ended": "2026-08-18T07:04:45.282771693+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|step_tween|cnn|simd",
        "dtype": 18,
        "format": 0,
        "mode": "step_tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4016,
        "total_correct": 382,
        "total_train": 162,
        "infer_ms": 607.567056,
        "train_ms": 1783.260276,
        "blocked_train": 1783260276,
        "duration": 2168966988,
        "avg_accuracy": 9.824858753345895,
        "soft_acc": 24.888281840860568,
        "adapt_pct": 24.926365886355914,
        "stability": 99.87052599283571,
        "consistency": 100,
        "throughput": 1851.5726713310398,
        "availability": 25.412418867227508,
        "score": 117.10668393034354,
        "zero_downtime": 6.324714430255609,
        "weight_bytes": 85,
        "weight_mib": 0.00008106231689453125,
        "heap_bytes": 22803680,
        "heap_mib": 21.747283935546875,
        "mobile_score": 1444650.0965758106,
        "mobile_throughput": 22841349.004866075,
        "mobile_availability": 313492.38266025827,
        "mobile_accuracy": 307026.52964190836,
        "soft_acc_blocks": [
          24.853641500000002,
          24.847531852459017,
          24.825067902439024,
          24.787059883720932,
          25.102429090909087,
          25.063805863636365,
          25.070769692307692,
          24.953127979999998,
          24.740223085106383,
          24.77293811627907,
          24.754505282608697
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.47471675620568,
        "mobile_acc_per_sec": 141554.2658512368
      },
      "started": "2026-08-18T07:04:46.217613391+10:00",
      "ended": "2026-08-18T07:04:48.386953764+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|step_tween|cnn|simd",
        "dtype": 19,
        "format": 0,
        "mode": "step_tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5968,
        "total_correct": 1428,
        "total_train": 198,
        "infer_ms": 622.064826,
        "train_ms": 1695.774835,
        "blocked_train": 1695774835,
        "duration": 2197708236,
        "avg_accuracy": 25.740542096094256,
        "soft_acc": 25.00076337559941,
        "adapt_pct": 24.926372306064348,
        "stability": 99.41238158031965,
        "consistency": 100,
        "throughput": 2715.5560971379095,
        "availability": 26.838130197997334,
        "score": 182.20668375295674,
        "zero_downtime": 6.709737425236602,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 39637280,
        "heap_mib": 37.801055908203125,
        "mobile_score": 2481266.956142083,
        "mobile_throughput": 36980090.26120105,
        "mobile_availability": 365478.1715648734,
        "mobile_accuracy": 340457.1487965263,
        "soft_acc_blocks": [
          25.270584736842107,
          25.212416333333334,
          25.114417612903228,
          25.245545723076923,
          24.16435376119403,
          24.14406501388889,
          24.070910853658535,
          24.825184826666668,
          25.64598452173913,
          25.660407194444446,
          25.654526553846154
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.160721474,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.375833682592345,
        "mobile_acc_per_sec": 154914.62570854483
      },
      "started": "2026-08-18T07:04:49.282982438+10:00",
      "ended": "2026-08-18T07:04:51.481118332+10:00"
    },
    {
      "cell": {
        "id": "binary|none|step_tween|cnn|simd",
        "dtype": 20,
        "format": 0,
        "mode": "step_tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4888,
        "total_correct": 1266,
        "total_train": 175,
        "infer_ms": 512.085963,
        "train_ms": 1733.969744,
        "blocked_train": 1733969744,
        "duration": 2141142833,
        "avg_accuracy": 27.918097562768637,
        "soft_acc": 25.07915117063399,
        "adapt_pct": 24.838688119084672,
        "stability": 99.65784996671432,
        "consistency": 100,
        "throughput": 2282.8930067926954,
        "availability": 22.799343818768428,
        "score": 130.53312608248044,
        "zero_downtime": 5.717881902221531,
        "weight_bytes": 39,
        "weight_mib": 0.00003719329833984375,
        "heap_bytes": 29213184,
        "heap_mib": 27.85986328125,
        "mobile_score": 3509587.2619246924,
        "mobile_throughput": 61379149.16642711,
        "mobile_availability": 612996.019079716,
        "mobile_accuracy": 674292.2055871462,
        "soft_acc_blocks": [
          25.56475322727273,
          25.482796811594202,
          25.49070885074627,
          25.18626415625,
          24.974931172413793,
          24.91775998076923,
          24.6967151875,
          24.666509220588235,
          24.731921928571428
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.241239214,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.71297439110826,
        "mobile_acc_per_sec": 314921.63679822395
      },
      "started": "2026-08-18T07:04:52.3729648+10:00",
      "ended": "2026-08-18T07:04:54.514379353+10:00"
    },
    {
      "cell": {
        "id": "int|none|step_tween|cnn|simd",
        "dtype": 21,
        "format": 0,
        "mode": "step_tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2544,
        "total_correct": 1143,
        "total_train": 140,
        "infer_ms": 577.6646,
        "train_ms": 1981.833259,
        "blocked_train": 1981833259,
        "duration": 2172555805,
        "avg_accuracy": 41.595681617233346,
        "soft_acc": 25.408852412868743,
        "adapt_pct": 25.61585787975128,
        "stability": 99.59384967728448,
        "consistency": 100,
        "throughput": 1170.9710720181017,
        "availability": 22.5694504087491,
        "score": 67.15095610193477,
        "zero_downtime": 5.73463834475466,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 23000552,
        "heap_mib": 21.935035705566406,
        "mobile_score": 28763.43175879998,
        "mobile_throughput": 501573.5959201197,
        "mobile_availability": 9667.395437828633,
        "mobile_accuracy": 10883.624521109581,
        "soft_acc_blocks": [
          24.62414409090909,
          24.826615699999998,
          25.197881181818182,
          25.519743931034483,
          25.75576476923077,
          25.469817666666668,
          25.958083034482758,
          25.390865933333334,
          25.48224578787879,
          25.86336203333333
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.425126851,
        "time_to_acc50_sec": 0.596168749,
        "acc_per_sec": 11.695373879185,
        "mobile_acc_per_sec": 5009.59491860306
      },
      "started": "2026-08-18T07:04:55.42549661+10:00",
      "ended": "2026-08-18T07:04:57.598443092+10:00"
    },
    {
      "cell": {
        "id": "uint|none|step_tween|cnn|simd",
        "dtype": 22,
        "format": 0,
        "mode": "step_tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3088,
        "total_correct": 1680,
        "total_train": 155,
        "infer_ms": 454.077596,
        "train_ms": 1874.772186,
        "blocked_train": 1874772186,
        "duration": 2091959805,
        "avg_accuracy": 51.16106177248776,
        "soft_acc": 25.650207226504943,
        "adapt_pct": 25.834260557992454,
        "stability": 99.4509674968442,
        "consistency": 100,
        "throughput": 1476.127788220099,
        "availability": 19.49793410934566,
        "score": 73.8249960598545,
        "zero_downtime": 5.001260503934553,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 24042328,
        "heap_mib": 22.928550720214844,
        "mobile_score": 31519.185288460096,
        "mobile_throughput": 630224.8255947388,
        "mobile_availability": 8324.53817452819,
        "mobile_accuracy": 10951.218115936339,
        "soft_acc_blocks": [
          24.76824242857143,
          25.233305558823528,
          25.718370399999998,
          26.24555624,
          25.605176533333335,
          25.964708451612903,
          26.362067,
          26.303226268292686,
          24.858734727272726,
          25.44268465714286
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.240774415,
        "time_to_acc50_sec": 0.413830531,
        "acc_per_sec": 12.261328905650242,
        "mobile_acc_per_sec": 5234.908476616901
      },
      "started": "2026-08-18T07:04:58.53685526+10:00",
      "ended": "2026-08-18T07:05:00.629126941+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|step_tween|cnn|simd",
        "dtype": 23,
        "format": 0,
        "mode": "step_tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2928,
        "total_correct": 1552,
        "total_train": 157,
        "infer_ms": 520.29444,
        "train_ms": 1884.807219,
        "blocked_train": 1884807219,
        "duration": 2067917460,
        "avg_accuracy": 53.345282311220345,
        "soft_acc": 25.775191325010535,
        "adapt_pct": 25.793800037694524,
        "stability": 99.64697298859969,
        "consistency": 100,
        "throughput": 1415.917248457296,
        "availability": 21.63295002741504,
        "score": 78.95061493313233,
        "zero_downtime": 5.575934258810145,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 24434920,
        "heap_mib": 23.302955627441406,
        "mobile_score": 33707.540718291595,
        "mobile_throughput": 604518.2592501456,
        "mobile_availability": 9236.071745906658,
        "mobile_accuracy": 11004.579405054661,
        "soft_acc_blocks": [
          25.379899833333337,
          25.50761488095238,
          25.924012228571428,
          26.17758608108108,
          25.965929,
          25.714612612903228,
          26.069849631578947,
          26.32044457142857,
          25.201512846153847,
          25.490451564102564
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.069152675,
        "time_to_acc50_sec": 0.416099226,
        "acc_per_sec": 12.464323080385682,
        "mobile_acc_per_sec": 5321.57574850916
      },
      "started": "2026-08-18T07:05:01.648414856+10:00",
      "ended": "2026-08-18T07:05:03.716613565+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|step_tween|cnn|simd",
        "dtype": 24,
        "format": 0,
        "mode": "step_tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3288,
        "total_correct": 1616,
        "total_train": 145,
        "infer_ms": 587.534651,
        "train_ms": 1790.373457,
        "blocked_train": 1790373457,
        "duration": 2098896161,
        "avg_accuracy": 48.23794112566861,
        "soft_acc": 25.796909926101588,
        "adapt_pct": 25.866628256463542,
        "stability": 99.37457658305927,
        "consistency": 100,
        "throughput": 1566.5377168699297,
        "availability": 24.70804691835468,
        "score": 99.8497450450688,
        "zero_downtime": 6.373912608026876,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 23189400,
        "heap_mib": 22.115135192871094,
        "mobile_score": 42769.62674035052,
        "mobile_throughput": 671010.5608678935,
        "mobile_availability": 10583.441587197989,
        "mobile_accuracy": 11049.845025601266,
        "soft_acc_blocks": [
          25.2302089,
          25.530545823529412,
          25.98192093939394,
          26.57527711764706,
          26.33062752777778,
          25.994732588235294,
          26.427165303030304,
          26.48496964516129,
          24.563080675675675,
          25.09377875,
          25.553701916666668
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.070796947,
        "time_to_acc50_sec": 0.424845427,
        "acc_per_sec": 12.290703277960585,
        "mobile_acc_per_sec": 5264.598235453757
      },
      "started": "2026-08-18T07:05:04.603803104+10:00",
      "ended": "2026-08-18T07:05:06.70296041+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|step_tween|cnn|simd",
        "dtype": 25,
        "format": 0,
        "mode": "step_tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3048,
        "total_correct": 1453,
        "total_train": 138,
        "infer_ms": 550.899142,
        "train_ms": 1812.193088,
        "blocked_train": 1812193088,
        "duration": 2156269573,
        "avg_accuracy": 45.86855574152914,
        "soft_acc": 25.537453325050492,
        "adapt_pct": 25.305548040175125,
        "stability": 99.29955534707842,
        "consistency": 100,
        "throughput": 1413.5523861051115,
        "availability": 23.312638203714968,
        "score": 84.15519248780011,
        "zero_downtime": 5.9534541001116,
        "weight_bytes": 4896,
        "weight_mib": 0.004669189453125,
        "heap_bytes": 23163952,
        "heap_mib": 22.090866088867188,
        "mobile_score": 18023.51207477277,
        "mobile_throughput": 302740.4221430869,
        "mobile_availability": 4992.866200387792,
        "mobile_accuracy": 5469.354709511467,
        "soft_acc_blocks": [
          25.46029127272727,
          25.647806,
          26.19129709090909,
          26.414659696969697,
          26.339679263157894,
          25.80117842857143,
          26.073167093023258,
          25.246451806451613,
          24.13421345945946,
          24.651709464285716,
          24.951533
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.069966632,
        "time_to_acc50_sec": 0.428566102,
        "acc_per_sec": 11.84334910848853,
        "mobile_acc_per_sec": 2536.4893044898836
      },
      "started": "2026-08-18T07:05:07.631675134+10:00",
      "ended": "2026-08-18T07:05:09.788202208+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|step_tween|cnn|simd",
        "dtype": 26,
        "format": 0,
        "mode": "step_tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2320,
        "total_correct": 577,
        "total_train": 115,
        "infer_ms": 438.084754,
        "train_ms": 1875.035314,
        "blocked_train": 1875035314,
        "duration": 2009218203,
        "avg_accuracy": 25.991143775081948,
        "soft_acc": 24.848143392196565,
        "adapt_pct": 24.855002645305298,
        "stability": 99.87073317509862,
        "consistency": 100,
        "throughput": 1154.677972027113,
        "availability": 18.939127287879288,
        "score": 54.33939368544068,
        "zero_downtime": 4.706021505722874,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 23159280,
        "heap_mib": 22.086410522460938,
        "mobile_score": 372411.66060852713,
        "mobile_throughput": 7913513.785596745,
        "mobile_availability": 129798.1329085968,
        "mobile_accuracy": 170295.20787984252,
        "soft_acc_blocks": [
          24.908038666666666,
          24.817101230769232,
          24.734410470588237,
          24.759213352941178,
          25.02739671875,
          25.092077833333335,
          24.856568125,
          24.713923583333333,
          24.724560548387096
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.070567152,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.367070612388119,
        "mobile_acc_per_sec": 84756.95055199663
      },
      "started": "2026-08-18T07:05:10.747656844+10:00",
      "ended": "2026-08-18T07:05:12.757266245+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|step_tween|cnn|simd",
        "dtype": 27,
        "format": 0,
        "mode": "step_tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1592,
        "total_correct": 315,
        "total_train": 84,
        "infer_ms": 463.971956,
        "train_ms": 1932.489768,
        "blocked_train": 1932489768,
        "duration": 2113704473,
        "avg_accuracy": 19.71181776943557,
        "soft_acc": 24.95658135555353,
        "adapt_pct": 24.994656805223826,
        "stability": 99.91036415124327,
        "consistency": 100,
        "throughput": 753.1800307639318,
        "availability": 19.36070797014741,
        "score": 36.39193306587147,
        "zero_downtime": 4.831770835580975,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 24405376,
        "heap_mib": 23.2747802734375,
        "mobile_score": 165911.77220208367,
        "mobile_throughput": 3433767.4084274806,
        "mobile_availability": 88265.97269784908,
        "mobile_accuracy": 113777.7054412213,
        "soft_acc_blocks": [
          24.8197235,
          24.893353736842105,
          25.014995166666665,
          25.01179775,
          24.959465523809524,
          24.8881398125,
          24.9368285,
          25.174729684210526,
          24.901755761904763,
          24.919097260869563,
          25.002508214285715
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 1.001400806,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.80703436754923,
        "mobile_acc_per_sec": 53828.577691249135
      },
      "started": "2026-08-18T07:05:13.69322194+10:00",
      "ended": "2026-08-18T07:05:15.807239487+10:00"
    },
    {
      "cell": {
        "id": "int6|none|step_tween|cnn|simd",
        "dtype": 28,
        "format": 0,
        "mode": "step_tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1368,
        "total_correct": 538,
        "total_train": 90,
        "infer_ms": 399.462923,
        "train_ms": 1931.058284,
        "blocked_train": 1931058284,
        "duration": 2085778376,
        "avg_accuracy": 38.38260898458266,
        "soft_acc": 25.21287116796119,
        "adapt_pct": 25.126227590935674,
        "stability": 99.85939579814605,
        "consistency": 100,
        "throughput": 655.8702572338875,
        "availability": 17.14049723298656,
        "score": 28.344164362668455,
        "zero_downtime": 4.3216114849008544,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 24012976,
        "heap_mib": 22.900558471679688,
        "mobile_score": 129221.78474238886,
        "mobile_throughput": 2990129.6123881773,
        "mobile_availability": 78143.97402859181,
        "mobile_accuracy": 114946.137381809,
        "soft_acc_blocks": [
          25.218561833333336,
          25.23447905263158,
          25.342704263157895,
          25.528059727272726,
          25.2109804,
          25.008231950000003,
          25.073035157894736,
          25.078686333333334,
          25.189406277777778,
          25.244566684210525
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.068221315,
        "time_to_acc50_sec": 0.603317759,
        "acc_per_sec": 12.08799144629793,
        "mobile_acc_per_sec": 55109.46834257956
      },
      "started": "2026-08-18T07:05:16.823215402+10:00",
      "ended": "2026-08-18T07:05:18.909293206+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|step_tween|cnn|simd",
        "dtype": 29,
        "format": 0,
        "mode": "step_tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2032,
        "total_correct": 476,
        "total_train": 99,
        "infer_ms": 575.942734,
        "train_ms": 1839.237336,
        "blocked_train": 1839237336,
        "duration": 2048042271,
        "avg_accuracy": 23.371450880990356,
        "soft_acc": 24.829718153546462,
        "adapt_pct": 25.017486245016897,
        "stability": 99.74703968135749,
        "consistency": 100,
        "throughput": 992.1670215370277,
        "availability": 23.846782322942904,
        "score": 58.747090781194984,
        "zero_downtime": 5.921088839476463,
        "weight_bytes": 238,
        "weight_mib": 0.0002269744873046875,
        "heap_bytes": 23164280,
        "heap_mib": 22.09117889404297,
        "mobile_score": 258826.84648311895,
        "mobile_throughput": 4371271.120904245,
        "mobile_availability": 105063.71269353856,
        "mobile_accuracy": 109394.3132040888,
        "soft_acc_blocks": [
          24.411703,
          24.5246145,
          24.48125827272727,
          24.868245047619048,
          24.85695131111111,
          25.10313042105263,
          25.112966545454544,
          25.111043,
          24.9035725,
          24.9236969375
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.603822959,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.123635583665385,
        "mobile_acc_per_sec": 53414.08952007359
      },
      "started": "2026-08-18T07:05:19.854235706+10:00",
      "ended": "2026-08-18T07:05:21.902712145+10:00"
    },
    {
      "cell": {
        "id": "int5|none|step_tween|cnn|simd",
        "dtype": 30,
        "format": 0,
        "mode": "step_tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1784,
        "total_correct": 442,
        "total_train": 100,
        "infer_ms": 522.957725,
        "train_ms": 1894.288974,
        "blocked_train": 1894288974,
        "duration": 2078935658,
        "avg_accuracy": 26.771661359976576,
        "soft_acc": 25.118489318766077,
        "adapt_pct": 24.96567560872478,
        "stability": 99.79804807997384,
        "consistency": 100,
        "throughput": 858.1314160132608,
        "availability": 21.63443744555921,
        "score": 46.632953776317635,
        "zero_downtime": 5.4342438589379185,
        "weight_bytes": 192,
        "weight_mib": 0.00018310546875,
        "heap_bytes": 23359104,
        "heap_mib": 22.2769775390625,
        "mobile_score": 254678.10489039603,
        "mobile_throughput": 4686541.706653755,
        "mobile_availability": 118152.87436934737,
        "mobile_accuracy": 137180.44299955448,
        "soft_acc_blocks": [
          25.537795333333335,
          25.2517065,
          25.29215419047619,
          25.28142911111111,
          25.011084,
          24.874602818181817,
          24.93166939130435,
          24.937921208333336,
          25.08082185714286,
          24.985708777777777
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.070272617,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.08237937624815,
        "mobile_acc_per_sec": 65985.90123348324
      },
      "started": "2026-08-18T07:05:22.85682386+10:00",
      "ended": "2026-08-18T07:05:24.936061238+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|step_tween|cnn|simd",
        "dtype": 31,
        "format": 0,
        "mode": "step_tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1776,
        "total_correct": 223,
        "total_train": 109,
        "infer_ms": 432.454665,
        "train_ms": 1904.338602,
        "blocked_train": 1904338602,
        "duration": 2032121730,
        "avg_accuracy": 14.061864765669114,
        "soft_acc": 24.81902336312836,
        "adapt_pct": 24.83853824546287,
        "stability": 99.71859431732715,
        "consistency": 100,
        "throughput": 873.9633919469971,
        "availability": 18.506329640156395,
        "score": 40.14192758047611,
        "zero_downtime": 4.593090277047964,
        "weight_bytes": 200,
        "weight_mib": 0.00019073486328125,
        "heap_bytes": 24045200,
        "heap_mib": 22.931289672851562,
        "mobile_score": 210459.30927312656,
        "mobile_throughput": 4582085.1883710725,
        "mobile_availability": 97026.46554378315,
        "mobile_accuracy": 130123.16121007841,
        "soft_acc_blocks": [
          24.784905000000002,
          24.778789913043475,
          24.756770999999997,
          24.87686,
          25.104113227272727,
          25.07517025,
          25.110804541666667,
          25.0569175,
          24.346356653846154,
          24.299545545454546
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.911981971,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.2133546414704,
        "mobile_acc_per_sec": 64033.152782672325
      },
      "started": "2026-08-18T07:05:26.324159116+10:00",
      "ended": "2026-08-18T07:05:28.356579909+10:00"
    },
    {
      "cell": {
        "id": "int3|none|step_tween|cnn|simd",
        "dtype": 32,
        "format": 0,
        "mode": "step_tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2232,
        "total_correct": 305,
        "total_train": 118,
        "infer_ms": 501.510447,
        "train_ms": 1851.167947,
        "blocked_train": 1851167947,
        "duration": 2148348630,
        "avg_accuracy": 13.938195541018121,
        "soft_acc": 24.799249804896657,
        "adapt_pct": 24.789034409858772,
        "stability": 99.96454141756075,
        "consistency": 100,
        "throughput": 1038.9375210484343,
        "availability": 21.3165746869183,
        "score": 54.9218799446453,
        "zero_downtime": 5.286350606456238,
        "weight_bytes": 115,
        "weight_mib": 0.00010967254638671875,
        "heap_bytes": 23842064,
        "heap_mib": 22.737564086914062,
        "mobile_score": 500780.56682466425,
        "mobile_throughput": 9473086.522355504,
        "mobile_availability": 194365.64016443517,
        "mobile_accuracy": 226120.85359495057,
        "soft_acc_blocks": [
          24.797289555555555,
          24.806325625,
          24.827920153846154,
          24.787222032258065,
          24.787393166666664,
          24.74790564516129,
          24.77212681818182,
          24.739284791666666,
          24.83093617948718,
          24.84565196296296,
          24.849691923076925
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.543401037706182,
        "mobile_acc_per_sec": 105253.33292620695
      },
      "started": "2026-08-18T07:05:29.328322082+10:00",
      "ended": "2026-08-18T07:05:31.476959618+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|step_tween|cnn|simd",
        "dtype": 33,
        "format": 0,
        "mode": "step_tween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2320,
        "total_correct": 808,
        "total_train": 134,
        "infer_ms": 510.005094,
        "train_ms": 1868.070743,
        "blocked_train": 1868070743,
        "duration": 2162551582,
        "avg_accuracy": 34.73968259151449,
        "soft_acc": 25.284714553437436,
        "adapt_pct": 25.282184770040512,
        "stability": 99.95413808616003,
        "consistency": 100,
        "throughput": 1072.806780337876,
        "availability": 21.446124049743666,
        "score": 58.17392658663889,
        "zero_downtime": 5.422591248753783,
        "weight_bytes": 123,
        "weight_mib": 0.00011730194091796875,
        "heap_bytes": 25407080,
        "heap_mib": 24.230079650878906,
        "mobile_score": 495933.1971098493,
        "mobile_throughput": 9145686.524386737,
        "mobile_availability": 182828.38188279688,
        "mobile_accuracy": 215552.39713483912,
        "soft_acc_blocks": [
          25.2435866,
          25.267479310344825,
          25.290230214285714,
          25.26952664285714,
          25.319268107142857,
          25.350400357142856,
          25.32096415625,
          25.19644084,
          25.25825078571429,
          25.355293444444445,
          25.26041962962963
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.075435067,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.692074660273901,
        "mobile_acc_per_sec": 99675.03153635257
      },
      "started": "2026-08-18T07:05:32.413504195+10:00",
      "ended": "2026-08-18T07:05:34.576338121+10:00"
    },
    {
      "cell": {
        "id": "float64|none|step_tween|bicameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "step_tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 656,
        "total_correct": 195,
        "total_train": 40,
        "infer_ms": 351.100249,
        "train_ms": 1930.958961,
        "blocked_train": 1930958961,
        "duration": 2074492050,
        "avg_accuracy": 28.68799603174603,
        "soft_acc": 25.00078454821429,
        "adapt_pct": 25.000586364625853,
        "stability": 99.99946906749516,
        "consistency": 100,
        "throughput": 316.22198793193735,
        "availability": 15.385238361102823,
        "score": 12.163258342912796,
        "zero_downtime": 3.8464302948885325,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 24106240,
        "heap_mib": 22.989501953125,
        "mobile_score": 100.53364847536045,
        "mobile_throughput": 2613.6869972389263,
        "mobile_availability": 127.16445721191003,
        "mobile_accuracy": 206.64036021588748,
        "soft_acc_blocks": [
          25.00146175,
          25.001587,
          25.00079575,
          25.00005433333333,
          25.000004785714285,
          25.000876916666666,
          25.00074825,
          25.0007476
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071626365,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.051521020875589,
        "mobile_acc_per_sec": 99.6100998390847
      },
      "started": "2026-08-18T07:05:35.607084694+10:00",
      "ended": "2026-08-18T07:05:37.684076589+10:00"
    },
    {
      "cell": {
        "id": "float32|none|step_tween|bicameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "step_tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1784,
        "total_correct": 530,
        "total_train": 87,
        "infer_ms": 402.188198,
        "train_ms": 1858.444231,
        "blocked_train": 1858444231,
        "duration": 2029829329,
        "avg_accuracy": 29.950797466422465,
        "soft_acc": 24.999982007333237,
        "adapt_pct": 24.999363378673333,
        "stability": 99.99895895180538,
        "consistency": 100,
        "throughput": 878.8916262624364,
        "availability": 17.790959416516447,
        "score": 39.09078500195889,
        "zero_downtime": 4.44773665306107,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 27068688,
        "heap_mib": 25.814712524414062,
        "mobile_score": 646.198432561074,
        "mobile_throughput": 14528.702640619253,
        "mobile_availability": 294.0971916561538,
        "mobile_accuracy": 413.2674538611656,
        "soft_acc_blocks": [
          25.000557166666667,
          25.000929571428575,
          25.001430375,
          25.000624476190474,
          24.99874323076923,
          24.9984295,
          24.998621321428573,
          24.999265166666667,
          25.000592423076924,
          25.000626842105262
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.07117079,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.316297557711186,
        "mobile_acc_per_sec": 203.59714383709428
      },
      "started": "2026-08-18T07:05:38.635979696+10:00",
      "ended": "2026-08-18T07:05:40.668290642+10:00"
    },
    {
      "cell": {
        "id": "float16|none|step_tween|bicameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "step_tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 360,
        "total_correct": 94,
        "total_train": 26,
        "infer_ms": 370.98161,
        "train_ms": 1917.557749,
        "blocked_train": 1917557749,
        "duration": 2014708508,
        "avg_accuracy": 27.916666666666668,
        "soft_acc": 25.001559416666666,
        "adapt_pct": 25.002176988095236,
        "stability": 99.99863337999673,
        "consistency": 100,
        "throughput": 178.68589851609443,
        "availability": 16.210409864312062,
        "score": 7.241880826007923,
        "zero_downtime": 4.052855253911175,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 37622456,
        "heap_mib": 35.87957000732422,
        "mobile_score": 239.42686432753447,
        "mobile_throughput": 5907.609557397283,
        "mobile_availability": 535.9391705726096,
        "mobile_accuracy": 826.5870591149787,
        "soft_acc_blocks": [
          25.0002735,
          25.0001785,
          25.001131833333332,
          25.00002175,
          25.00181716666667,
          25.003154,
          25.004695,
          25.00125033333333,
          25.00166075,
          25.001411333333333
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.846487481,
        "time_to_acc50_sec": 1.275730392,
        "acc_per_sec": 12.409516968529458,
        "mobile_acc_per_sec": 410.27625377704453
      },
      "started": "2026-08-18T07:05:41.752144576+10:00",
      "ended": "2026-08-18T07:05:43.769831785+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|step_tween|bicameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "step_tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 536,
        "total_correct": 77,
        "total_train": 30,
        "infer_ms": 377.242182,
        "train_ms": 1899.133962,
        "blocked_train": 1899133962,
        "duration": 2377472424,
        "avg_accuracy": 12.916666666666668,
        "soft_acc": 24.998942967261904,
        "adapt_pct": 24.999364011160715,
        "stability": 99.99881412714714,
        "consistency": 100,
        "throughput": 225.44951293197417,
        "availability": 16.57204952680263,
        "score": 9.34000631085981,
        "zero_downtime": 4.142837209711786,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 35964392,
        "heap_mib": 34.298316955566406,
        "mobile_score": 308.79387241190994,
        "mobile_throughput": 7453.681059154929,
        "mobile_availability": 547.8954913802685,
        "mobile_accuracy": 826.5005555820286,
        "soft_acc_blocks": [
          24.997599,
          24.99813975,
          24.998715166666667,
          24.99889966666667,
          24.99845725,
          24.997123,
          24.998951,
          24.999885,
          25.000808714285714,
          25.000851125
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 1.7520027969999998,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.514924469745145,
        "mobile_acc_per_sec": 347.6383352499522
      },
      "started": "2026-08-18T07:05:44.916473883+10:00",
      "ended": "2026-08-18T07:05:47.300750218+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|step_tween|bicameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "step_tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 440,
        "total_correct": 115,
        "total_train": 29,
        "infer_ms": 385.934951,
        "train_ms": 2002.314224,
        "blocked_train": 2002314224,
        "duration": 2200657666,
        "avg_accuracy": 26.66666666666667,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 199.94023004939288,
        "availability": 16.159743926217416,
        "score": 8.077457295367974,
        "zero_downtime": 4.039935981554354,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 25978264,
        "heap_mib": 24.774803161621094,
        "mobile_score": 534.1044180191556,
        "mobile_throughput": 13220.615882473969,
        "mobile_availability": 1068.5281654166574,
        "mobile_accuracy": 1653.0710051708916,
        "soft_acc_blocks": [
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.251514892,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.360240343715503,
        "mobile_acc_per_sec": 751.1713569587481
      },
      "started": "2026-08-18T07:05:48.234648115+10:00",
      "ended": "2026-08-18T07:05:50.438160054+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|step_tween|bicameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "step_tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 440,
        "total_correct": 78,
        "total_train": 27,
        "infer_ms": 427.997472,
        "train_ms": 1929.134609,
        "blocked_train": 1929134609,
        "duration": 2079508424,
        "avg_accuracy": 16.18452380952381,
        "soft_acc": 24.999277760952378,
        "adapt_pct": 25.000238376190477,
        "stability": 99.99876076882622,
        "consistency": 100,
        "throughput": 211.5884672174812,
        "availability": 18.157551519914172,
        "score": 9.604543757225024,
        "zero_downtime": 4.539256739051374,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 23874448,
        "heap_mib": 22.768447875976562,
        "mobile_score": 635.0797121185512,
        "mobile_throughput": 13990.830407430796,
        "mobile_availability": 1200.628877698671,
        "mobile_accuracy": 1653.0232486737546,
        "soft_acc_blocks": [
          24.997955,
          24.998309142857146,
          24.997582,
          24.99764983333333,
          24.999522,
          24.99969133333333,
          24.9998928,
          25.000387,
          25.0010915,
          25.000697
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 1.52109017,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.021724688599951,
        "mobile_acc_per_sec": 794.9105805948658
      },
      "started": "2026-08-18T07:05:51.58894931+10:00",
      "ended": "2026-08-18T07:05:53.67193883+10:00"
    },
    {
      "cell": {
        "id": "int64|none|step_tween|bicameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "step_tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 312,
        "total_correct": 63,
        "total_train": 22,
        "infer_ms": 350.134703,
        "train_ms": 2024.733823,
        "blocked_train": 2024733823,
        "duration": 2190945203,
        "avg_accuracy": 19.1875,
        "soft_acc": 25.000454993333328,
        "adapt_pct": 25.000557210416666,
        "stability": 99.99938111830325,
        "consistency": 100,
        "throughput": 142.40429179734258,
        "availability": 14.743329964026817,
        "score": 5.248879182117304,
        "zero_downtime": 3.6858995721751513,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 24533168,
        "heap_mib": 23.396652221679688,
        "mobile_score": 43.3838499280161,
        "mobile_throughput": 1177.0220289104102,
        "mobile_availability": 121.85885641599968,
        "mobile_accuracy": 206.6376363277958,
        "soft_acc_blocks": [
          24.999823,
          25.0000115,
          24.99996825,
          25.001112,
          25.0008716,
          25.001744,
          24.9997105,
          25.0001,
          25.00065625,
          25.000552833333334
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.938580059,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.410807974156954,
        "mobile_acc_per_sec": 94.31437903825831
      },
      "started": "2026-08-18T07:05:54.647572673+10:00",
      "ended": "2026-08-18T07:05:56.841498504+10:00"
    },
    {
      "cell": {
        "id": "int32|none|step_tween|bicameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "step_tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 344,
        "total_correct": 103,
        "total_train": 25,
        "infer_ms": 383.399304,
        "train_ms": 2001.909766,
        "blocked_train": 2001909766,
        "duration": 2154365825,
        "avg_accuracy": 32.270833333333336,
        "soft_acc": 25.000270131666667,
        "adapt_pct": 25.000693428571427,
        "stability": 99.99825636843781,
        "consistency": 100,
        "throughput": 159.67575980277164,
        "availability": 16.073359583544452,
        "score": 6.416384090206055,
        "zero_downtime": 4.0183833151202455,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 23925504,
        "heap_mib": 22.817138671875,
        "mobile_score": 106.06738497559441,
        "mobile_throughput": 2639.5536875859357,
        "mobile_availability": 265.7040468324301,
        "mobile_accuracy": 413.27221676098037,
        "soft_acc_blocks": [
          24.9976885,
          24.999719,
          24.9994314,
          25.000403666666667,
          25.0032036,
          25.0027954,
          25.0021375,
          24.99939525,
          24.9991415,
          24.9987855
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.072959328,
        "time_to_acc50_sec": 0.903796427,
        "acc_per_sec": 11.60446839694306,
        "mobile_acc_per_sec": 191.8301023740851
      },
      "started": "2026-08-18T07:05:57.746691602+10:00",
      "ended": "2026-08-18T07:05:59.904385658+10:00"
    },
    {
      "cell": {
        "id": "int16|none|step_tween|bicameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "step_tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 376,
        "total_correct": 96,
        "total_train": 24,
        "infer_ms": 435.825694,
        "train_ms": 1975.911599,
        "blocked_train": 1975911599,
        "duration": 2086171267,
        "avg_accuracy": 28.229166666666668,
        "soft_acc": 25.000120308333333,
        "adapt_pct": 24.999371535714285,
        "stability": 99.99874903204864,
        "consistency": 100,
        "throughput": 180.23448311638546,
        "availability": 18.07102685955771,
        "score": 8.142594648227831,
        "zero_downtime": 4.517778455840658,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 24417232,
        "heap_mib": 23.286087036132812,
        "mobile_score": 269.2057423969021,
        "mobile_throughput": 5958.807963433188,
        "mobile_availability": 597.4538107039848,
        "mobile_accuracy": 826.5394801497961,
        "soft_acc_blocks": [
          24.999495,
          25.002489,
          25.001121166666668,
          25.0018605,
          24.99940775,
          25.00011533333333,
          24.9999375,
          24.999363333333335,
          24.99921025,
          24.99820325
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.294838975,
        "time_to_acc50_sec": 1.298816403,
        "acc_per_sec": 11.98373340856359,
        "mobile_acc_per_sec": 396.1992446278842
      },
      "started": "2026-08-18T07:06:00.800885978+10:00",
      "ended": "2026-08-18T07:06:02.890166883+10:00"
    },
    {
      "cell": {
        "id": "int8|none|step_tween|bicameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "step_tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1488,
        "total_correct": 261,
        "total_train": 70,
        "infer_ms": 362.725011,
        "train_ms": 1844.886424,
        "blocked_train": 1844886424,
        "duration": 2181536052,
        "avg_accuracy": 17.264631075483003,
        "soft_acc": 24.998509810651914,
        "adapt_pct": 24.998690603593072,
        "stability": 99.99901475093348,
        "consistency": 100,
        "throughput": 682.0882004841604,
        "availability": 16.43065465458599,
        "score": 28.01621908690853,
        "zero_downtime": 4.107418815781014,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 24400664,
        "heap_mib": 23.270286560058594,
        "mobile_score": 1852.5119778833523,
        "mobile_throughput": 45101.609087582234,
        "mobile_availability": 1086.4415522188901,
        "mobile_accuracy": 1652.9724696187502,
        "soft_acc_blocks": [
          24.997324714285714,
          24.997864411764706,
          24.99818755172414,
          24.997880352941177,
          24.9982123125,
          24.99790740909091,
          24.997803400000002,
          25.000073692307694,
          24.999903904761904,
          24.999940357142858
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.459132104524997,
        "mobile_acc_per_sec": 757.7103610565268
      },
      "started": "2026-08-18T07:06:03.818003309+10:00",
      "ended": "2026-08-18T07:06:06.002537072+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|step_tween|bicameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "step_tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 296,
        "total_correct": 52,
        "total_train": 24,
        "infer_ms": 334.321543,
        "train_ms": 1980.005565,
        "blocked_train": 1980005565,
        "duration": 2051265617,
        "avg_accuracy": 16.6875,
        "soft_acc": 24.998690645000003,
        "adapt_pct": 24.99845488571429,
        "stability": 99.99885156477578,
        "consistency": 100,
        "throughput": 144.3011560993761,
        "availability": 14.445734219866383,
        "score": 5.2110674317947066,
        "zero_downtime": 3.6112444090233016,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 25050952,
        "heap_mib": 23.89044952392578,
        "mobile_score": 43.06453330098016,
        "mobile_throughput": 1192.5122872707307,
        "mobile_availability": 119.38030173489653,
        "mobile_accuracy": 206.59048455101922,
        "soft_acc_blocks": [
          25.000823,
          24.996661,
          24.99997675,
          24.99830125,
          24.99979825,
          24.99879175,
          24.997949,
          24.99803975,
          24.9985775,
          24.9979882
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.06918276,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.186959327851886,
        "mobile_acc_per_sec": 100.71366810757557
      },
      "started": "2026-08-18T07:06:06.965051272+10:00",
      "ended": "2026-08-18T07:06:09.019521735+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|step_tween|bicameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "step_tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 368,
        "total_correct": 117,
        "total_train": 25,
        "infer_ms": 417.403013,
        "train_ms": 2011.070768,
        "blocked_train": 2011070768,
        "duration": 2078635559,
        "avg_accuracy": 33.56250000000001,
        "soft_acc": 25.000623063333336,
        "adapt_pct": 25.001390911904764,
        "stability": 99.99868854886851,
        "consistency": 100,
        "throughput": 177.03921132622173,
        "availability": 17.187873975238936,
        "score": 7.607508726041638,
        "zero_downtime": 4.297075585150254,
        "weight_bytes": 63452,
        "weight_mib": 0.060512542724609375,
        "heap_bytes": 23918952,
        "heap_mib": 22.810890197753906,
        "mobile_score": 125.71788233495928,
        "mobile_throughput": 2925.6614142281455,
        "mobile_availability": 284.0382043349326,
        "mobile_accuracy": 413.1477861888958,
        "soft_acc_blocks": [
          25.0008995,
          24.999234333333334,
          24.998585666666667,
          24.99939325,
          24.9999708,
          25.002189666666666,
          25.002981,
          25.0016185,
          25.000895666666665,
          25.00046225
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.067210466,
        "time_to_acc50_sec": 1.046665392,
        "acc_per_sec": 12.027420080969248,
        "mobile_acc_per_sec": 198.75912561971901
      },
      "started": "2026-08-18T07:06:10.015648395+10:00",
      "ended": "2026-08-18T07:06:12.09793328+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|step_tween|bicameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "step_tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 400,
        "total_correct": 60,
        "total_train": 24,
        "infer_ms": 459.840065,
        "train_ms": 1935.620171,
        "blocked_train": 1935620171,
        "duration": 2177824561,
        "avg_accuracy": 16.00595238095238,
        "soft_acc": 24.997725659761905,
        "adapt_pct": 24.997776335374144,
        "stability": 99.99855041048956,
        "consistency": 100,
        "throughput": 183.6695237821776,
        "availability": 19.196313847724415,
        "score": 8.813642675124617,
        "zero_downtime": 4.798641872441034,
        "weight_bytes": 31736,
        "weight_mib": 0.03026580810546875,
        "heap_bytes": 23885976,
        "heap_mib": 22.779441833496094,
        "mobile_score": 291.207908422973,
        "mobile_throughput": 6068.548480256512,
        "mobile_availability": 634.2574360093105,
        "mobile_accuracy": 825.9394750885587,
        "soft_acc_blocks": [
          25.000044,
          24.994667000000003,
          24.99811125,
          24.9971644,
          24.9964454,
          24.99870025,
          24.997201714285715,
          24.9994445,
          24.997715333333332,
          24.99776275
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.089660116,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.478300918914977,
        "mobile_acc_per_sec": 379.2497751560433
      },
      "started": "2026-08-18T07:06:13.05869433+10:00",
      "ended": "2026-08-18T07:06:15.239667905+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|step_tween|bicameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "step_tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 816,
        "total_correct": 181,
        "total_train": 48,
        "infer_ms": 547.472408,
        "train_ms": 1980.524451,
        "blocked_train": 1980524451,
        "duration": 2329290264,
        "avg_accuracy": 23.00915404040404,
        "soft_acc": 24.99885225237374,
        "adapt_pct": 24.99906532878788,
        "stability": 99.99952856543291,
        "consistency": 100,
        "throughput": 350.321302849871,
        "availability": 21.656372160864304,
        "score": 18.96585051561625,
        "zero_downtime": 5.413844479718666,
        "weight_bytes": 15878,
        "weight_mib": 0.015142440795898438,
        "heap_bytes": 38778800,
        "heap_mib": 36.98234558105469,
        "mobile_score": 1252.4962633998505,
        "mobile_throughput": 23135.061749408385,
        "mobile_availability": 1430.177106370478,
        "mobile_accuracy": 1650.9129927815245,
        "soft_acc_blocks": [
          24.998211,
          24.998150111111112,
          24.99870411111111,
          24.99917,
          24.9989754,
          24.999264333333333,
          24.99936191666667,
          24.998648499999998,
          24.99844681818182,
          24.99959033333333
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.111905079,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.732390307356619,
        "mobile_acc_per_sec": 708.7622432879944
      },
      "started": "2026-08-18T07:06:16.262550185+10:00",
      "ended": "2026-08-18T07:06:18.597052118+10:00"
    },
    {
      "cell": {
        "id": "int4|none|step_tween|bicameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "step_tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1144,
        "total_correct": 180,
        "total_train": 59,
        "infer_ms": 288.658221,
        "train_ms": 1899.921815,
        "blocked_train": 1899921815,
        "duration": 2179503309,
        "avg_accuracy": 16.277295961119492,
        "soft_acc": 24.99958194900456,
        "adapt_pct": 24.999904454072446,
        "stability": 99.99822063354661,
        "consistency": 100,
        "throughput": 524.8902331443994,
        "availability": 13.18929242942249,
        "score": 17.307037531912762,
        "zero_downtime": 3.29726796938733,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 28494984,
        "heap_mib": 27.17493438720703,
        "mobile_score": 2288.78095435275,
        "mobile_throughput": 69414.46602467168,
        "mobile_availability": 1744.2269515038615,
        "mobile_accuracy": 3306.086724903444,
        "soft_acc_blocks": [
          24.9990536,
          24.998624250000002,
          24.99881046153846,
          24.99881456521739,
          25.002325,
          25.002057705882354,
          25.002315666666664,
          24.997851740740742,
          24.9981395,
          24.997826999999997
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.923306257,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.470311536473359,
        "mobile_acc_per_sec": 1516.8991536977032
      },
      "started": "2026-08-18T07:06:19.568488047+10:00",
      "ended": "2026-08-18T07:06:21.751013598+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|step_tween|bicameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "step_tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 352,
        "total_correct": 37,
        "total_train": 20,
        "infer_ms": 463.627914,
        "train_ms": 1966.053454,
        "blocked_train": 1966053454,
        "duration": 2173981612,
        "avg_accuracy": 9.5625,
        "soft_acc": 24.997491814999997,
        "adapt_pct": 24.997862735714282,
        "stability": 99.99854929757461,
        "consistency": 100,
        "throughput": 161.91489295816547,
        "availability": 19.081840117234663,
        "score": 7.723310312676677,
        "zero_downtime": 4.76998142145712,
        "weight_bytes": 7949,
        "weight_mib": 0.007580757141113281,
        "heap_bytes": 27059800,
        "heap_mib": 25.806236267089844,
        "mobile_score": 1018.8046086835149,
        "mobile_throughput": 21358.670373443365,
        "mobile_availability": 2517.1417263516737,
        "mobile_accuracy": 3297.4927635432678,
        "soft_acc_blocks": [
          24.997722,
          24.9955475,
          24.9962665,
          24.998555,
          24.9962626,
          24.9963808,
          24.99658225,
          24.998212,
          24.999069000000002,
          25.0003205
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 1.9765381990000002,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.49848355525097,
        "mobile_acc_per_sec": 1516.7988290892995
      },
      "started": "2026-08-18T07:06:22.669824688+10:00",
      "ended": "2026-08-18T07:06:24.846852969+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|step_tween|bicameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "step_tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 416,
        "total_correct": 95,
        "total_train": 26,
        "infer_ms": 295.021655,
        "train_ms": 1969.97687,
        "blocked_train": 1969976870,
        "duration": 2067705214,
        "avg_accuracy": 21.67038690476191,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 201.1892203895173,
        "availability": 13.02524711357152,
        "score": 6.551348280400662,
        "zero_downtime": 3.25631177839288,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 24963048,
        "heap_mib": 23.806617736816406,
        "mobile_score": 866.3875109685212,
        "mobile_throughput": 26606.405342307793,
        "mobile_availability": 1722.5326670904742,
        "mobile_accuracy": 3306.142010341783,
        "soft_acc_blocks": [
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.72279631,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.090698340716182,
        "mobile_acc_per_sec": 1598.9426287444585
      },
      "started": "2026-08-18T07:06:25.79170844+10:00",
      "ended": "2026-08-18T07:06:27.868357201+10:00"
    },
    {
      "cell": {
        "id": "int2|none|step_tween|bicameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "step_tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1176,
        "total_correct": 358,
        "total_train": 59,
        "infer_ms": 297.298946,
        "train_ms": 1912.415925,
        "blocked_train": 1912415925,
        "duration": 2170539473,
        "avg_accuracy": 29.68811581650204,
        "soft_acc": 24.99908414903558,
        "adapt_pct": 24.999508931161937,
        "stability": 99.99759118481776,
        "consistency": 100,
        "throughput": 541.8007894482554,
        "availability": 13.454176821711762,
        "score": 18.223041450388973,
        "zero_downtime": 3.3634209852197636,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 22861912,
        "heap_mib": 21.802818298339844,
        "mobile_score": 4819.229233766221,
        "mobile_throughput": 143283.5572752822,
        "mobile_availability": 3558.0647957132996,
        "mobile_accuracy": 6611.207985033829,
        "soft_acc_blocks": [
          24.99850375,
          24.998230333333336,
          24.99754488888889,
          24.99723985714286,
          24.995813933333334,
          24.997623333333333,
          24.9982665,
          25.002240529411765,
          25.003620631578947,
          25.00175773333333
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071168536,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.51745197910786,
        "mobile_acc_per_sec": 3045.882402634301
      },
      "started": "2026-08-18T07:06:28.967679689+10:00",
      "ended": "2026-08-18T07:06:31.141684737+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|step_tween|bicameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "step_tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 296,
        "total_correct": 114,
        "total_train": 21,
        "infer_ms": 379.129977,
        "train_ms": 2016.672006,
        "blocked_train": 2016672006,
        "duration": 2128856453,
        "avg_accuracy": 39.6875,
        "soft_acc": 25.001921125000003,
        "adapt_pct": 25.00031032142857,
        "stability": 99.99792476316337,
        "consistency": 100,
        "throughput": 139.0417844203984,
        "availability": 15.824762634400075,
        "score": 5.501180792545758,
        "zero_downtime": 3.9564946720711793,
        "weight_bytes": 3985,
        "weight_mib": 0.0038003921508789062,
        "heap_bytes": 25484088,
        "heap_mib": 24.30352020263672,
        "mobile_score": 1447.5297743348708,
        "mobile_throughput": 36586.167663840315,
        "mobile_availability": 4163.981506682232,
        "mobile_accuracy": 6578.774013944292,
        "soft_acc_blocks": [
          25.0048855,
          25.004283,
          25.004628,
          25.0024905,
          25.00181225,
          25.001669,
          25.0005495,
          24.999248,
          24.99856975,
          25.00107575
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.068806971,
        "time_to_acc50_sec": 0.068806971,
        "acc_per_sec": 11.744296375533969,
        "mobile_acc_per_sec": 3090.2853993154094
      },
      "started": "2026-08-18T07:06:32.108999314+10:00",
      "ended": "2026-08-18T07:06:34.241361914+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|step_tween|bicameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "step_tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1144,
        "total_correct": 351,
        "total_train": 58,
        "infer_ms": 312.675827,
        "train_ms": 1832.511608,
        "blocked_train": 1832511608,
        "duration": 2076256029,
        "avg_accuracy": 30.678887085137085,
        "soft_acc": 25.002597939838868,
        "adapt_pct": 25.001651874180585,
        "stability": 99.99870834616995,
        "consistency": 100,
        "throughput": 550.9917775174345,
        "availability": 14.575687974789954,
        "score": 20.07979699178847,
        "zero_downtime": 3.6443006613021747,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 36058776,
        "heap_mib": 34.388328552246094,
        "mobile_score": 5310.2631047822415,
        "mobile_throughput": 145714.18766762203,
        "mobile_availability": 3854.6574007196346,
        "mobile_accuracy": 6612.137235148671,
        "soft_acc_blocks": [
          25.00403925,
          25.004396375,
          25.00426014285714,
          25.0031385,
          25.00206675,
          25.001443545454546,
          25.00087742857143,
          25.001576466666666,
          25.001583
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.160321975,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.042155490756612,
        "mobile_acc_per_sec": 3184.6444478879203
      },
      "started": "2026-08-18T07:06:35.319848163+10:00",
      "ended": "2026-08-18T07:06:37.402569457+10:00"
    },
    {
      "cell": {
        "id": "binary|none|step_tween|bicameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "step_tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1040,
        "total_correct": 188,
        "total_train": 56,
        "infer_ms": 278.495271,
        "train_ms": 1864.830091,
        "blocked_train": 1864830091,
        "duration": 2094785652,
        "avg_accuracy": 20.415839947089946,
        "soft_acc": 24.998743844113758,
        "adapt_pct": 24.993637673384352,
        "stability": 99.99187020695102,
        "consistency": 100,
        "throughput": 496.4708436908847,
        "availability": 12.993606847451655,
        "score": 16.12655704585612,
        "zero_downtime": 3.2482384919056644,
        "weight_bytes": 1983,
        "weight_mib": 0.0018911361694335938,
        "heap_bytes": 35986848,
        "heap_mib": 34.319732666015625,
        "mobile_score": 8527.44361115261,
        "mobile_throughput": 262525.1696389375,
        "mobile_availability": 6870.793894943756,
        "mobile_accuracy": 13218.902080224623,
        "soft_acc_blocks": [
          25.01417725,
          25.0074417,
          25.0054774,
          24.99712745,
          24.999377928571427,
          24.99030457142857,
          24.993865466666666,
          24.9899996875,
          24.990923142857145
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.119298147,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.93379562259564,
        "mobile_acc_per_sec": 6310.384104265681
      },
      "started": "2026-08-18T07:06:38.373796461+10:00",
      "ended": "2026-08-18T07:06:40.47317998+10:00"
    },
    {
      "cell": {
        "id": "int|none|step_tween|bicameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "step_tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 272,
        "total_correct": 41,
        "total_train": 20,
        "infer_ms": 391.437316,
        "train_ms": 2112.74527,
        "blocked_train": 2112745270,
        "duration": 2379597671,
        "avg_accuracy": 14.488636363636363,
        "soft_acc": 22.726259765151514,
        "adapt_pct": 21.874440406250002,
        "stability": 92.81332538538463,
        "consistency": 90.9090909090909,
        "throughput": 114.30503707195804,
        "availability": 15.631340869008024,
        "score": 4.060594004260308,
        "zero_downtime": 3.552419130667056,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 36570248,
        "heap_mib": 34.87610626220703,
        "mobile_score": 33.562251061067414,
        "mobile_throughput": 944.7717126431886,
        "mobile_availability": 129.19858181249967,
        "mobile_accuracy": 187.84060536876902,
        "soft_acc_blocks": [
          24.996646,
          24.998524,
          24.9976855,
          24.998007,
          25.00135875,
          25.003178,
          25.00079675,
          24.997528333333335,
          24.99734175,
          24.997791333333335,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.889843763,
        "time_to_acc50_sec": 1.126751769,
        "acc_per_sec": 9.550463106480118,
        "mobile_acc_per_sec": 78.93796823638303
      },
      "started": "2026-08-18T07:06:41.436056863+10:00",
      "ended": "2026-08-18T07:06:43.819664849+10:00"
    },
    {
      "cell": {
        "id": "uint|none|step_tween|bicameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "step_tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 312,
        "total_correct": 121,
        "total_train": 20,
        "infer_ms": 458.169697,
        "train_ms": 2029.055819,
        "blocked_train": 2029055819,
        "duration": 2173534345,
        "avg_accuracy": 40,
        "soft_acc": 25.001844650000002,
        "adapt_pct": 25.001573892857145,
        "stability": 99.99893694009928,
        "consistency": 100,
        "throughput": 143.54500572660606,
        "availability": 18.420914953334695,
        "score": 6.611063624114504,
        "zero_downtime": 4.605568539741361,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 25858560,
        "heap_mib": 24.66064453125,
        "mobile_score": 54.63417492134146,
        "mobile_throughput": 1186.2634211152051,
        "mobile_availability": 152.23140284123988,
        "mobile_accuracy": 206.61654941299457,
        "soft_acc_blocks": [
          25.002821,
          25.00269425,
          25.0012945,
          25.00119425,
          25.00286425,
          25.0028785,
          25.0030615,
          25.00057475,
          25.000886,
          25.0001775
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.078557234,
        "time_to_acc50_sec": 0.078557234,
        "acc_per_sec": 11.502852350833223,
        "mobile_acc_per_sec": 95.06017233557657
      },
      "started": "2026-08-18T07:06:44.80091694+10:00",
      "ended": "2026-08-18T07:06:46.977631391+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|step_tween|bicameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "step_tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 296,
        "total_correct": 61,
        "total_train": 19,
        "infer_ms": 420.28545,
        "train_ms": 1959.125914,
        "blocked_train": 1959125914,
        "duration": 2027167152,
        "avg_accuracy": 24.305555555555557,
        "soft_acc": 24.999839566666665,
        "adapt_pct": 24.999134725,
        "stability": 99.99885854209963,
        "consistency": 100,
        "throughput": 146.0165727862978,
        "availability": 17.663421145197155,
        "score": 6.447839170058008,
        "zero_downtime": 4.415826948283965,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 24604080,
        "heap_mib": 23.464279174804688,
        "mobile_score": 53.28527951185922,
        "mobile_throughput": 1206.6885803250607,
        "mobile_availability": 145.97143446570294,
        "mobile_accuracy": 206.59997929965218,
        "soft_acc_blocks": [
          25.001059,
          25.00078025,
          25.0001865,
          25.000262,
          24.998531,
          25.00108375,
          25.000257,
          24.99854,
          24.9978566
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.070779416,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.332401668013347,
        "mobile_acc_per_sec": 101.91561119951108
      },
      "started": "2026-08-18T07:06:47.943918461+10:00",
      "ended": "2026-08-18T07:06:49.974299729+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|step_tween|bicameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "step_tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 312,
        "total_correct": 66,
        "total_train": 20,
        "infer_ms": 465.278488,
        "train_ms": 1954.362871,
        "blocked_train": 1954362871,
        "duration": 2071376425,
        "avg_accuracy": 21.180555555555557,
        "soft_acc": 24.999626855555558,
        "adapt_pct": 24.999969135714288,
        "stability": 99.99918165257125,
        "consistency": 100,
        "throughput": 150.62448149664542,
        "availability": 19.229233550227143,
        "score": 7.240875255394037,
        "zero_downtime": 4.807236634740084,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 23393024,
        "heap_mib": 22.309326171875,
        "mobile_score": 59.84840468375629,
        "mobile_throughput": 1244.96481515502,
        "mobile_availability": 158.93644216769908,
        "mobile_accuracy": 206.63079147505223,
        "soft_acc_blocks": [
          25.0000815,
          24.99830475,
          24.9995485,
          24.999548,
          25.0007115,
          24.999013,
          25.001077000000002,
          24.9992132,
          24.99914425
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.070498686,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.069089207460474,
        "mobile_acc_per_sec": 99.75530713836923
      },
      "started": "2026-08-18T07:06:50.968371752+10:00",
      "ended": "2026-08-18T07:06:53.042801565+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|step_tween|bicameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "step_tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 296,
        "total_correct": 81,
        "total_train": 19,
        "infer_ms": 404.684081,
        "train_ms": 1966.746135,
        "blocked_train": 1966746135,
        "duration": 2016916215,
        "avg_accuracy": 30.90277777777778,
        "soft_acc": 25.00108377222222,
        "adapt_pct": 25.0003572,
        "stability": 99.99862909252518,
        "consistency": 100,
        "throughput": 146.75869914606244,
        "availability": 17.064979533009375,
        "score": 6.261356916668122,
        "zero_downtime": 4.266429828760249,
        "weight_bytes": 253728,
        "weight_mib": 0.241973876953125,
        "heap_bytes": 27322592,
        "heap_mib": 26.056854248046875,
        "mobile_score": 25.87616892992572,
        "mobile_throughput": 606.5063757873847,
        "mobile_availability": 70.52405717463125,
        "mobile_accuracy": 103.32141670427264,
        "soft_acc_blocks": [
          25.0019025,
          25.00270375,
          25.0030045,
          25.00228825,
          24.9994526,
          24.9996206,
          25.00124775,
          25.00007,
          24.999464
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.072383269,
        "time_to_acc50_sec": 0.53538139,
        "acc_per_sec": 12.395697742071164,
        "mobile_acc_per_sec": 51.227421315700326
      },
      "started": "2026-08-18T07:06:54.069187969+10:00",
      "ended": "2026-08-18T07:06:56.089282051+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|step_tween|bicameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "step_tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 296,
        "total_correct": 33,
        "total_train": 17,
        "infer_ms": 478.069062,
        "train_ms": 2019.980988,
        "blocked_train": 2019980988,
        "duration": 2121310311,
        "avg_accuracy": 9.282407407407408,
        "soft_acc": 24.998363775925927,
        "adapt_pct": 24.99797653611111,
        "stability": 99.99901033415237,
        "consistency": 100,
        "throughput": 139.53639807674512,
        "availability": 19.137689495052353,
        "score": 6.675573711153206,
        "zero_downtime": 4.784109238280348,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 23909808,
        "heap_mib": 22.802169799804688,
        "mobile_score": 882.8157875830727,
        "mobile_throughput": 18453.08590613206,
        "mobile_availability": 2530.8767688187686,
        "mobile_accuracy": 3305.9256267757983,
        "soft_acc_blocks": [
          24.997805,
          24.9987115,
          24.999318666666667,
          24.999874,
          24.998586,
          24.99670275,
          24.996966666666665,
          24.9982944,
          24.999015
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.784397429408395,
        "mobile_acc_per_sec": 1558.4356563172325
      },
      "started": "2026-08-18T07:06:57.113929954+10:00",
      "ended": "2026-08-18T07:06:59.244428603+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|step_tween|bicameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "step_tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 120,
        "total_correct": 19,
        "total_train": 9,
        "infer_ms": 426.625698,
        "train_ms": 1972.662243,
        "blocked_train": 1972662243,
        "duration": 2201318506,
        "avg_accuracy": 12.5,
        "soft_acc": 22.499072950000002,
        "adapt_pct": 21.87508,
        "stability": 92.50030890924357,
        "consistency": 90,
        "throughput": 54.51278389425397,
        "availability": 17.781346319866323,
        "score": 2.180859190941012,
        "zero_downtime": 4.000638079998865,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 25487376,
        "heap_mib": 24.306655883789062,
        "mobile_score": 192.26472229697015,
        "mobile_throughput": 4805.8514280058225,
        "mobile_availability": 1567.6049267445896,
        "mobile_accuracy": 1983.5200872388768,
        "soft_acc_blocks": [
          24.997831,
          24.9975695,
          24.997834,
          24.9982845,
          25.000105,
          24.998353,
          24.9994475,
          25.001982,
          24.999323,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 1.135725342,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.220725846203377,
        "mobile_acc_per_sec": 901.0600155463724
      },
      "started": "2026-08-18T07:07:00.281650199+10:00",
      "ended": "2026-08-18T07:07:02.488176624+10:00"
    },
    {
      "cell": {
        "id": "int6|none|step_tween|bicameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "step_tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 152,
        "total_correct": 26,
        "total_train": 9,
        "infer_ms": 511.486358,
        "train_ms": 2093.304466,
        "blocked_train": 2093304466,
        "duration": 2263562107,
        "avg_accuracy": 16.875,
        "soft_acc": 24.999307350000002,
        "adapt_pct": 24.998802785714286,
        "stability": 99.99807803060574,
        "consistency": 100,
        "throughput": 67.15079720143062,
        "availability": 19.63636977246968,
        "score": 3.2964033782260747,
        "zero_downtime": 4.908956431802192,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 23914704,
        "heap_mib": 22.806838989257812,
        "mobile_score": 290.61118788689964,
        "mobile_throughput": 5920.019701218035,
        "mobile_availability": 1731.143944050544,
        "mobile_accuracy": 2203.9409537442075,
        "soft_acc_blocks": [
          24.999917,
          25.000108,
          25.000185,
          25.0001985,
          24.9985335,
          24.9967195,
          24.9953025,
          24.9989545,
          25.0021235,
          25.0010315
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.302368126,
        "time_to_acc50_sec": 1.7630177360000001,
        "acc_per_sec": 11.04423301339529,
        "mobile_acc_per_sec": 973.6604738737161
      },
      "started": "2026-08-18T07:07:03.432214721+10:00",
      "ended": "2026-08-18T07:07:05.701090789+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|step_tween|bicameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "step_tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 136,
        "total_correct": 19,
        "total_train": 9,
        "infer_ms": 447.34132,
        "train_ms": 2035.42561,
        "blocked_train": 2035425610,
        "duration": 2221896173,
        "avg_accuracy": 12.5,
        "soft_acc": 22.499676,
        "adapt_pct": 21.42818464285714,
        "stability": 92.50010772732922,
        "consistency": 90,
        "throughput": 61.20898071324955,
        "availability": 18.017853975523995,
        "score": 2.4813868395994505,
        "zero_downtime": 4.053958766646018,
        "weight_bytes": 11914,
        "weight_mib": 0.011362075805664062,
        "heap_bytes": 23268984,
        "heap_mib": 22.19103240966797,
        "mobile_score": 218.392033466496,
        "mobile_throughput": 5387.130112504311,
        "mobile_availability": 1585.788924814424,
        "mobile_accuracy": 1980.2434330515362,
        "soft_acc_blocks": [
          25.000069,
          24.9974425,
          25.001956,
          25.0004535,
          25.0010015,
          0,
          25.0025825,
          24.999899,
          24.9957465,
          24.9976095
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.696716186,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.126339958370323,
        "mobile_acc_per_sec": 891.2403095675777
      },
      "started": "2026-08-18T07:07:06.81132547+10:00",
      "ended": "2026-08-18T07:07:09.039743417+10:00"
    },
    {
      "cell": {
        "id": "int5|none|step_tween|bicameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "step_tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 136,
        "total_correct": 29,
        "total_train": 10,
        "infer_ms": 409.25989,
        "train_ms": 1995.355099,
        "blocked_train": 1995355099,
        "duration": 2104384526,
        "avg_accuracy": 19.675925925925927,
        "soft_acc": 22.22353185185185,
        "adapt_pct": 25.00082788095238,
        "stability": 92.14279483034753,
        "consistency": 88.88888888888889,
        "throughput": 64.62697207649016,
        "availability": 17.01976789931754,
        "score": 2.4444464170584195,
        "zero_downtime": 3.7823935402160895,
        "weight_bytes": 9912,
        "weight_mib": 0.00945281982421875,
        "heap_bytes": 23496032,
        "heap_mib": 22.407562255859375,
        "mobile_score": 258.59441547754733,
        "mobile_throughput": 6836.792965302437,
        "mobile_availability": 1800.4963826467704,
        "mobile_accuracy": 2350.994969238035,
        "soft_acc_blocks": [
          25.000544,
          25.0026085,
          0,
          25.0041345,
          25.0031815,
          25.000686,
          25.000515,
          25.0007805,
          24.999336666666665
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.807871129,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.560585091401613,
        "mobile_acc_per_sec": 1117.18886933026
      },
      "started": "2026-08-18T07:07:10.244644069+10:00",
      "ended": "2026-08-18T07:07:12.35354167+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|step_tween|bicameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "step_tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 152,
        "total_correct": 62,
        "total_train": 10,
        "infer_ms": 450.969958,
        "train_ms": 1980.923872,
        "blocked_train": 1980923872,
        "duration": 2048620206,
        "avg_accuracy": 39.583333333333336,
        "soft_acc": 22.22510822222222,
        "adapt_pct": 25.001806833333333,
        "stability": 92.14223725777791,
        "consistency": 88.88888888888889,
        "throughput": 74.19628077221064,
        "availability": 18.543982160602795,
        "score": 3.0579404320946164,
        "zero_downtime": 4.121420103903554,
        "weight_bytes": 9932,
        "weight_mib": 0.009471893310546875,
        "heap_bytes": 23947400,
        "heap_mib": 22.83802032470703,
        "mobile_score": 322.84363134555423,
        "mobile_throughput": 7833.31044170374,
        "mobile_availability": 1957.7904387873778,
        "mobile_accuracy": 2346.4272129706897,
        "soft_acc_blocks": [
          25.006146,
          25.0052195,
          0,
          25.0049015,
          25.006615,
          25.001579,
          25.0007245,
          25.001134,
          24.9996545
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.068960763,
        "time_to_acc50_sec": 0.068960763,
        "acc_per_sec": 10.848818222689259,
        "mobile_acc_per_sec": 1145.3695546390065
      },
      "started": "2026-08-18T07:07:13.283636342+10:00",
      "ended": "2026-08-18T07:07:15.337444154+10:00"
    },
    {
      "cell": {
        "id": "int3|none|step_tween|bicameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "step_tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 200,
        "total_correct": 62,
        "total_train": 13,
        "infer_ms": 450.215522,
        "train_ms": 2087.712755,
        "blocked_train": 2087712755,
        "duration": 2262139919,
        "avg_accuracy": 26.458333333333336,
        "soft_acc": 22.500541633333334,
        "adapt_pct": 21.429582976190478,
        "stability": 92.49981901419933,
        "consistency": 90,
        "throughput": 88.41186096411396,
        "availability": 17.73948957029569,
        "score": 3.5289428410508554,
        "zero_downtime": 3.9914812363052063,
        "weight_bytes": 5947,
        "weight_mib": 0.005671501159667969,
        "heap_bytes": 23943152,
        "heap_mib": 22.833969116210938,
        "mobile_score": 622.2237713969635,
        "mobile_throughput": 15588.793597159367,
        "mobile_availability": 3127.8296646481203,
        "mobile_accuracy": 3967.2991329601705,
        "soft_acc_blocks": [
          25.00056,
          24.997703,
          25.0000725,
          25.00136025,
          25.0023275,
          25.0046305,
          25.00376125,
          0,
          24.995436666666667,
          24.999564666666668
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.752673273,
        "time_to_acc50_sec": 1.168021021,
        "acc_per_sec": 9.94657379251762,
        "mobile_acc_per_sec": 1753.781496731622
      },
      "started": "2026-08-18T07:07:16.29756883+10:00",
      "ended": "2026-08-18T07:07:18.564004376+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|step_tween|bicameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "step_tween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 200,
        "total_correct": 49,
        "total_train": 13,
        "infer_ms": 459.738699,
        "train_ms": 2031.334736,
        "blocked_train": 2031334736,
        "duration": 2116615191,
        "avg_accuracy": 21.99074074074074,
        "soft_acc": 24.999887453703703,
        "adapt_pct": 24.99847938095238,
        "stability": 99.99768405264594,
        "consistency": 100,
        "throughput": 94.49048691061765,
        "availability": 18.455445453377408,
        "score": 4.359640441061191,
        "zero_downtime": 4.613840592424029,
        "weight_bytes": 5967,
        "weight_mib": 0.005690574645996094,
        "heap_bytes": 23943952,
        "heap_mib": 22.834732055664062,
        "mobile_score": 766.1160273380558,
        "mobile_throughput": 16604.735512449777,
        "mobile_availability": 3243.1602432915483,
        "mobile_accuracy": 4393.209650855508,
        "soft_acc_blocks": [
          25.002465,
          24.999718,
          25.00181775,
          25.001268,
          24.999059,
          24.9973295,
          24.99491,
          25.000727333333334,
          25.0016925
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.067778625,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.811257691055522,
        "mobile_acc_per_sec": 2075.5825950488074
      },
      "started": "2026-08-18T07:07:19.51897482+10:00",
      "ended": "2026-08-18T07:07:21.639540534+10:00"
    },
    {
      "cell": {
        "id": "float64|none|step_tween|tricameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "step_tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 536,
        "total_correct": 127,
        "total_train": 37,
        "infer_ms": 344.758128,
        "train_ms": 1941.130974,
        "blocked_train": 1941130974,
        "duration": 2117567512,
        "avg_accuracy": 27.69675925925926,
        "soft_acc": 25.00028802345679,
        "adapt_pct": 25.0005356765873,
        "stability": 99.9974466289136,
        "consistency": 100,
        "throughput": 253.12061927780465,
        "availability": 15.082014595474456,
        "score": 9.54403214084683,
        "zero_downtime": 3.7705470886084056,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 40021984,
        "heap_mib": 38.167938232421875,
        "mobile_score": 59.450403039876235,
        "mobile_throughput": 1576.7049619798693,
        "mobile_availability": 93.94685947429085,
        "mobile_accuracy": 155.72843607121607,
        "soft_acc_blocks": [
          25.001493,
          24.9984871,
          24.998119875,
          24.999201125,
          25.004696125,
          25.004692,
          24.9992575,
          24.997829375,
          24.99881611111111
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.114803385,
        "time_to_acc50_sec": 0.966569393,
        "acc_per_sec": 11.806135049665793,
        "mobile_acc_per_sec": 73.54119062968324
      },
      "started": "2026-08-18T07:07:22.724780089+10:00",
      "ended": "2026-08-18T07:07:24.845630572+10:00"
    },
    {
      "cell": {
        "id": "float32|none|step_tween|tricameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "step_tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1336,
        "total_correct": 257,
        "total_train": 70,
        "infer_ms": 402.39236,
        "train_ms": 2028.097862,
        "blocked_train": 2028097862,
        "duration": 2222799514,
        "avg_accuracy": 16.47202496983199,
        "soft_acc": 24.999753984117387,
        "adapt_pct": 25.00095608696254,
        "stability": 99.99821643389245,
        "consistency": 100,
        "throughput": 601.0438600446805,
        "availability": 16.55601641009194,
        "score": 24.87698521746377,
        "zero_downtime": 4.138963372093088,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 36462776,
        "heap_mib": 34.77361297607422,
        "mobile_score": 309.9207495887664,
        "mobile_throughput": 7487.883359355229,
        "mobile_availability": 206.25702717456235,
        "mobile_accuracy": 311.45021901019237,
        "soft_acc_blocks": [
          24.9973964,
          24.997852555555554,
          24.9972621875,
          24.998738333333336,
          25.001479083333333,
          25.001442857142855,
          25.001417894736843,
          25.001146545454546,
          25.00105
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 1.641913532,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.246967541003963,
        "mobile_acc_per_sec": 140.11619898626284
      },
      "started": "2026-08-18T07:07:25.858286228+10:00",
      "ended": "2026-08-18T07:07:28.084182306+10:00"
    },
    {
      "cell": {
        "id": "float16|none|step_tween|tricameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "step_tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 272,
        "total_correct": 114,
        "total_train": 20,
        "infer_ms": 381.140164,
        "train_ms": 2004.07023,
        "blocked_train": 2004070230,
        "duration": 2163582120,
        "avg_accuracy": 40.763888888888886,
        "soft_acc": 25.00321215555556,
        "adapt_pct": 25.002180985714283,
        "stability": 99.9983579014065,
        "consistency": 100,
        "throughput": 125.71743752439588,
        "availability": 15.979310041527514,
        "score": 5.022840062406209,
        "zero_downtime": 3.9953407906771172,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 26483816,
        "heap_mib": 25.256935119628906,
        "mobile_score": 125.15040255863636,
        "mobile_throughput": 3132.4087009215123,
        "mobile_availability": 398.1446869619037,
        "mobile_accuracy": 622.9866027284437,
        "soft_acc_blocks": [
          25.004145,
          25.004719,
          25.005491,
          25.004617,
          25.0023434,
          25.000221,
          25.00159375,
          25.00373575,
          25.0020435
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071924614,
        "time_to_acc50_sec": 0.282400642,
        "acc_per_sec": 11.556396184100263,
        "mobile_acc_per_sec": 287.9422033347381
      },
      "started": "2026-08-18T07:07:29.050517151+10:00",
      "ended": "2026-08-18T07:07:31.217340835+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|step_tween|tricameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "step_tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 408,
        "total_correct": 105,
        "total_train": 25,
        "infer_ms": 483.111244,
        "train_ms": 1986.864785,
        "blocked_train": 1986864785,
        "duration": 2048181267,
        "avg_accuracy": 24.986979166666668,
        "soft_acc": 25.00032344375,
        "adapt_pct": 25.002305369444443,
        "stability": 99.99729247054611,
        "consistency": 100,
        "throughput": 199.20111885292428,
        "availability": 19.55934949682866,
        "score": 9.740736781095979,
        "zero_downtime": 4.889900637700652,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 24508424,
        "heap_mib": 23.37305450439453,
        "mobile_score": 242.70275665275395,
        "mobile_throughput": 4963.347409997242,
        "mobile_availability": 487.34589055191066,
        "mobile_accuracy": 622.9146268261952,
        "soft_acc_blocks": [
          24.9964405,
          24.9978405,
          24.997592,
          25.00065875,
          25.003494833333335,
          25.003728499999998,
          25.003117666666668,
          24.9997148
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.785196578,
        "time_to_acc50_sec": 1.014954173,
        "acc_per_sec": 12.20610882764704,
        "mobile_acc_per_sec": 304.1306142490928
      },
      "started": "2026-08-18T07:07:32.285984931+10:00",
      "ended": "2026-08-18T07:07:34.33776995+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|step_tween|tricameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "step_tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 264,
        "total_correct": 68,
        "total_train": 24,
        "infer_ms": 297.420017,
        "train_ms": 2043.658896,
        "blocked_train": 2043658896,
        "duration": 2127498569,
        "avg_accuracy": 22.916666666666668,
        "soft_acc": 22.22222222222222,
        "adapt_pct": 25,
        "stability": 92.14325798681614,
        "consistency": 88.88888888888889,
        "throughput": 124.08939016306337,
        "availability": 12.704399469339887,
        "score": 3.5032915167518497,
        "zero_downtime": 2.82319988207553,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 25111864,
        "heap_mib": 23.94853973388672,
        "mobile_score": 174.57786358091377,
        "mobile_throughput": 6183.687690315765,
        "mobile_availability": 633.0923095695533,
        "mobile_accuracy": 1107.3894538964398,
        "soft_acc_blocks": [
          25,
          25,
          0,
          25,
          25,
          25,
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071863727,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.44523486221072,
        "mobile_acc_per_sec": 520.5124318447613
      },
      "started": "2026-08-18T07:07:35.535301795+10:00",
      "ended": "2026-08-18T07:07:37.667187397+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|step_tween|tricameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "step_tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 296,
        "total_correct": 68,
        "total_train": 21,
        "infer_ms": 366.908113,
        "train_ms": 2042.755127,
        "blocked_train": 2042755127,
        "duration": 2226830147,
        "avg_accuracy": 25.601851851851855,
        "soft_acc": 24.99968815185185,
        "adapt_pct": 25.00007398095238,
        "stability": 99.99836771023496,
        "consistency": 100,
        "throughput": 132.92437252063124,
        "availability": 15.226530699783595,
        "score": 5.059879479988006,
        "zero_downtime": 3.8065851912918838,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 23962048,
        "heap_mib": 22.85198974609375,
        "mobile_score": 252.14657283565742,
        "mobile_throughput": 6623.957173281695,
        "mobile_availability": 758.7764782366829,
        "mobile_accuracy": 1245.7975954527233,
        "soft_acc_blocks": [
          24.9999065,
          24.998867,
          24.999538,
          25.0002575,
          25.002675666666665,
          24.9994325,
          25.001636,
          24.9975362,
          24.997344000000002
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.070045288,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.226580610798536,
        "mobile_acc_per_sec": 559.4488637272448
      },
      "started": "2026-08-18T07:07:38.749249079+10:00",
      "ended": "2026-08-18T07:07:40.980032665+10:00"
    },
    {
      "cell": {
        "id": "int64|none|step_tween|tricameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "step_tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 272,
        "total_correct": 26,
        "total_train": 18,
        "infer_ms": 470.37888,
        "train_ms": 2009.34134,
        "blocked_train": 2009341340,
        "duration": 2206581361,
        "avg_accuracy": 10.231481481481483,
        "soft_acc": 24.99736171481482,
        "adapt_pct": 24.996695633333335,
        "stability": 99.99867457446187,
        "consistency": 100,
        "throughput": 123.26760517760033,
        "availability": 18.96903030455589,
        "score": 5.845050443957628,
        "zero_downtime": 4.741757119022675,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 24541680,
        "heap_mib": 23.404769897460938,
        "mobile_score": 36.40920310761402,
        "mobile_throughput": 767.8420086416895,
        "mobile_availability": 118.15933561822781,
        "mobile_accuracy": 155.71020790249062,
        "soft_acc_blocks": [
          24.998783,
          24.9994925,
          24.998484,
          24.9970306,
          24.996237333333337,
          24.99770975,
          24.9973735,
          24.99578725,
          24.9953575
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.32854747920388,
        "mobile_acc_per_sec": 70.56626628619955
      },
      "started": "2026-08-18T07:07:42.45253537+10:00",
      "ended": "2026-08-18T07:07:44.663672046+10:00"
    },
    {
      "cell": {
        "id": "int32|none|step_tween|tricameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "step_tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 272,
        "total_correct": 87,
        "total_train": 19,
        "infer_ms": 402.690408,
        "train_ms": 1995.132666,
        "blocked_train": 1995132666,
        "duration": 2161392623,
        "avg_accuracy": 30.53240740740741,
        "soft_acc": 22.222609648148147,
        "adapt_pct": 21.428316704761905,
        "stability": 92.14312026230535,
        "consistency": 88.88888888888889,
        "throughput": 125.84478965347148,
        "availability": 16.79400003972103,
        "score": 4.696609441019997,
        "zero_downtime": 3.7320650731370493,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 24029320,
        "heap_mib": 22.91614532470703,
        "mobile_score": 58.51097734562998,
        "mobile_throughput": 1567.790920013289,
        "mobile_availability": 209.22185849313894,
        "mobile_accuracy": 276.852190077186,
        "soft_acc_blocks": [
          25.003117,
          25.0019805,
          25.0022958,
          25.0025738,
          25.003059,
          0,
          25.0021234,
          24.994124,
          24.994213333333335
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.070573464,
        "time_to_acc50_sec": 0.070573464,
        "acc_per_sec": 10.281616311479446,
        "mobile_acc_per_sec": 128.08972656384697
      },
      "started": "2026-08-18T07:07:45.727962498+10:00",
      "ended": "2026-08-18T07:07:47.893251008+10:00"
    },
    {
      "cell": {
        "id": "int16|none|step_tween|tricameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "step_tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 296,
        "total_correct": 120,
        "total_train": 19,
        "infer_ms": 449.605844,
        "train_ms": 2019.478227,
        "blocked_train": 2019478227,
        "duration": 2163815048,
        "avg_accuracy": 39.02777777777778,
        "soft_acc": 24.999596305555556,
        "adapt_pct": 25.000563999999997,
        "stability": 99.99844852711209,
        "consistency": 100,
        "throughput": 136.7954254101296,
        "availability": 18.209418191981847,
        "score": 6.227312211230233,
        "zero_downtime": 4.552281037585855,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 23342264,
        "heap_mib": 22.26091766357422,
        "mobile_score": 155.16134704882978,
        "mobile_throughput": 3408.4307574102286,
        "mobile_availability": 453.7106475162902,
        "mobile_accuracy": 622.8965092599141,
        "soft_acc_blocks": [
          24.9990865,
          24.999815,
          24.99840725,
          24.99683675,
          24.9990775,
          24.99941,
          24.9996385,
          25.00208825,
          25.002007
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.0699969,
        "time_to_acc50_sec": 1.6337749110000002,
        "acc_per_sec": 11.55348112060803,
        "mobile_acc_per_sec": 287.8695708469415
      },
      "started": "2026-08-18T07:07:49.062183309+10:00",
      "ended": "2026-08-18T07:07:51.230710286+10:00"
    },
    {
      "cell": {
        "id": "int8|none|step_tween|tricameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "step_tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 960,
        "total_correct": 151,
        "total_train": 55,
        "infer_ms": 271.536448,
        "train_ms": 1927.333435,
        "blocked_train": 1927333435,
        "duration": 2143530904,
        "avg_accuracy": 16.87184751522987,
        "soft_acc": 24.99915436881591,
        "adapt_pct": 24.998757303569448,
        "stability": 99.99907690935515,
        "consistency": 100,
        "throughput": 447.85918327958944,
        "availability": 12.348909323799221,
        "score": 13.825963427923599,
        "zero_downtime": 3.0871229047216677,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 24366984,
        "heap_mib": 23.23816680908203,
        "mobile_score": 688.9826740518209,
        "mobile_throughput": 22317.954137752058,
        "mobile_availability": 615.3773378534404,
        "mobile_accuracy": 1245.7709956960132,
        "soft_acc_blocks": [
          25.000494333333332,
          24.999698,
          24.999851200000002,
          24.998458,
          24.997327555555554,
          24.998620071428572,
          24.999489636363638,
          24.999296153846156
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.068288878,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.662605060727367,
        "mobile_acc_per_sec": 581.1770632143931
      },
      "started": "2026-08-18T07:07:52.240061112+10:00",
      "ended": "2026-08-18T07:07:54.3875091+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|step_tween|tricameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "step_tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 272,
        "total_correct": 80,
        "total_train": 18,
        "infer_ms": 419.437433,
        "train_ms": 1949.133003,
        "blocked_train": 1949133003,
        "duration": 2027877925,
        "avg_accuracy": 33.359375,
        "soft_acc": 25.0018603,
        "adapt_pct": 25.0009508,
        "stability": 99.99870822371011,
        "consistency": 100,
        "throughput": 134.13036191515326,
        "availability": 17.708463578914653,
        "score": 5.938548438389067,
        "zero_downtime": 4.427445325276622,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 25714800,
        "heap_mib": 24.523544311523438,
        "mobile_score": 36.98633503998726,
        "mobile_throughput": 835.3877309072449,
        "mobile_availability": 110.29145821884065,
        "mobile_accuracy": 155.71602913953907,
        "soft_acc_blocks": [
          25.0034445,
          25.0026875,
          25.003182,
          25.0025455,
          25.00135025,
          24.99969075,
          25.0001364,
          25.0018455
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.076761589,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.32907562717317,
        "mobile_acc_per_sec": 76.78767406057695
      },
      "started": "2026-08-18T07:07:55.496557085+10:00",
      "ended": "2026-08-18T07:07:57.529318137+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|step_tween|tricameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "step_tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 296,
        "total_correct": 66,
        "total_train": 17,
        "infer_ms": 457.546818,
        "train_ms": 1997.931957,
        "blocked_train": 1997931957,
        "duration": 2133406637,
        "avg_accuracy": 21.25,
        "soft_acc": 24.998345493749998,
        "adapt_pct": 24.99923325,
        "stability": 99.99781443687527,
        "consistency": 100,
        "throughput": 138.74523256205654,
        "availability": 18.63371097557135,
        "score": 6.4629186611184295,
        "zero_downtime": 4.658119447980139,
        "weight_bytes": 84192,
        "weight_mib": 0.080291748046875,
        "heap_bytes": 25604016,
        "heap_mib": 24.417892456054688,
        "mobile_score": 80.49293754752136,
        "mobile_throughput": 1728.013599617434,
        "mobile_availability": 232.0750441837788,
        "mobile_accuracy": 311.3438940095781,
        "soft_acc_blocks": [
          24.994818,
          25.00141925,
          24.9967092,
          24.996724,
          24.99831675,
          24.99905175,
          25.001582,
          24.998143
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.291124367,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.717571821611426,
        "mobile_acc_per_sec": 145.93743574707838
      },
      "started": "2026-08-18T07:07:58.597494118+10:00",
      "ended": "2026-08-18T07:08:00.735577319+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|step_tween|tricameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "step_tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 288,
        "total_correct": 93,
        "total_train": 18,
        "infer_ms": 418.480081,
        "train_ms": 1977.843803,
        "blocked_train": 1977843803,
        "duration": 2042399504,
        "avg_accuracy": 26.40625,
        "soft_acc": 25.00000333125,
        "adapt_pct": 25.001162649999998,
        "stability": 99.99802298799653,
        "consistency": 100,
        "throughput": 141.0106100378293,
        "availability": 17.46341902253477,
        "score": 6.156319244614081,
        "zero_downtime": 4.365855337383838,
        "weight_bytes": 42108,
        "weight_mib": 0.040157318115234375,
        "heap_bytes": 22971136,
        "heap_mib": 21.906982421875,
        "mobile_score": 153.30503961813562,
        "mobile_throughput": 3511.4548644207016,
        "mobile_availability": 434.8751321595283,
        "mobile_accuracy": 622.5516171052722,
        "soft_acc_blocks": [
          24.9974155,
          24.999877,
          24.99776775,
          24.9978985,
          25.0011395,
          25.000920400000002,
          25.0020095,
          25.0029985
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.32234151,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.240505974608775,
        "mobile_acc_per_sec": 304.8138309307346
      },
      "started": "2026-08-18T07:08:01.809164906+10:00",
      "ended": "2026-08-18T07:08:03.855670087+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|step_tween|tricameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "step_tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 624,
        "total_correct": 108,
        "total_train": 38,
        "infer_ms": 398.36887,
        "train_ms": 1961.836592,
        "blocked_train": 1961836592,
        "duration": 2075106576,
        "avg_accuracy": 16.71246722027972,
        "soft_acc": 24.9988272347465,
        "adapt_pct": 24.999454749875124,
        "stability": 99.99812030524232,
        "consistency": 100,
        "throughput": 300.707446652128,
        "availability": 16.878567413466993,
        "score": 12.688182036839773,
        "zero_downtime": 4.219443907392835,
        "weight_bytes": 21066,
        "weight_mib": 0.020090103149414062,
        "heap_bytes": 27143720,
        "heap_mib": 25.886268615722656,
        "mobile_score": 631.5638074366896,
        "mobile_throughput": 14967.9394085589,
        "mobile_availability": 840.14339239265,
        "mobile_accuracy": 1244.3354346578158,
        "soft_acc_blocks": [
          24.9971355,
          24.997904000000002,
          24.9989916,
          24.998547181818182,
          24.996642,
          24.997683846153848,
          25.001912625,
          25.001801125
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 1.623139719,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.047008825413938,
        "mobile_acc_per_sec": 599.6489284210218
      },
      "started": "2026-08-18T07:08:04.862894881+10:00",
      "ended": "2026-08-18T07:08:06.94199422+10:00"
    },
    {
      "cell": {
        "id": "int4|none|step_tween|tricameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "step_tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 752,
        "total_correct": 201,
        "total_train": 45,
        "infer_ms": 268.899664,
        "train_ms": 1956.577402,
        "blocked_train": 1956577402,
        "duration": 2247402543,
        "avg_accuracy": 26.54796796340914,
        "soft_acc": 25.000453302459054,
        "adapt_pct": 25.00101425052816,
        "stability": 99.99757036741869,
        "consistency": 100,
        "throughput": 334.6085027545508,
        "availability": 12.082787466478434,
        "score": 10.107691828488875,
        "zero_downtime": 3.0207516381923165,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 37819512,
        "heap_mib": 36.06749725341797,
        "mobile_score": 1007.3836200693423,
        "mobile_throughput": 33348.773442102065,
        "mobile_availability": 1204.231627264527,
        "mobile_accuracy": 2491.671449679622,
        "soft_acc_blocks": [
          25.001455,
          24.998914625,
          24.999522454545456,
          24.997742076923075,
          24.99805542857143,
          24.997828375,
          25.00291211111111,
          25.004069533333332,
          25.003580117647058
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.112910398,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.124154584735225,
        "mobile_acc_per_sec": 1108.6894323584568
      },
      "started": "2026-08-18T07:08:08.071042218+10:00",
      "ended": "2026-08-18T07:08:10.325447211+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|step_tween|tricameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "step_tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 232,
        "total_correct": 56,
        "total_train": 18,
        "infer_ms": 369.642557,
        "train_ms": 2041.423395,
        "blocked_train": 2041423395,
        "duration": 2198581933,
        "avg_accuracy": 22.22222222222222,
        "soft_acc": 22.222205222222225,
        "adapt_pct": 21.42715085714286,
        "stability": 92.14326372314304,
        "consistency": 88.88888888888889,
        "throughput": 105.52256275636375,
        "availability": 15.33108443978392,
        "score": 3.5950535162713133,
        "zero_downtime": 3.4069050470009614,
        "weight_bytes": 10545,
        "weight_mib": 0.010056495666503906,
        "heap_bytes": 27338704,
        "heap_mib": 26.072219848632812,
        "mobile_score": 357.4857122691047,
        "mobile_throughput": 10492.975511125356,
        "mobile_availability": 1524.4957038910254,
        "mobile_accuracy": 2209.736468762152,
        "soft_acc_blocks": [
          25.001988,
          25.00312925,
          25.002863,
          0,
          24.9974035,
          24.9977915,
          24.99818925,
          24.999863,
          24.9986195
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.089024869,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.107517435977323,
        "mobile_acc_per_sec": 1005.0735137930163
      },
      "started": "2026-08-18T07:08:11.405741433+10:00",
      "ended": "2026-08-18T07:08:13.608294877+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|step_tween|tricameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "step_tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 312,
        "total_correct": 73,
        "total_train": 24,
        "infer_ms": 274.535073,
        "train_ms": 1982.378674,
        "blocked_train": 1982378674,
        "duration": 2226273897,
        "avg_accuracy": 22.22222222222222,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 140.14448106337386,
        "availability": 12.16418099118433,
        "score": 4.261857081426212,
        "zero_downtime": 3.0410452477960828,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 25551280,
        "heap_mib": 24.367599487304688,
        "mobile_score": 424.7582027386723,
        "mobile_throughput": 13967.50683162326,
        "mobile_availability": 1212.3437170432562,
        "mobile_accuracy": 2491.62627126699,
        "soft_acc_blocks": [
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.606546263,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.229525726231879,
        "mobile_acc_per_sec": 1119.1912525339148
      },
      "started": "2026-08-18T07:08:14.67118127+10:00",
      "ended": "2026-08-18T07:08:16.909175119+10:00"
    },
    {
      "cell": {
        "id": "int2|none|step_tween|tricameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "step_tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1040,
        "total_correct": 225,
        "total_train": 45,
        "infer_ms": 329.301289,
        "train_ms": 1961.70849,
        "blocked_train": 1961708490,
        "duration": 2355236927,
        "avg_accuracy": 21.837105568723217,
        "soft_acc": 24.99847482189064,
        "adapt_pct": 25.000075139526583,
        "stability": 99.99743375503702,
        "consistency": 100,
        "throughput": 441.56916362750286,
        "availability": 14.373630877461215,
        "score": 15.866412388877198,
        "zero_downtime": 3.5931884958936404,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 36059176,
        "heap_mib": 34.388710021972656,
        "mobile_score": 3162.3530197831774,
        "mobile_throughput": 88009.66115184802,
        "mobile_availability": 2864.825008736889,
        "mobile_accuracy": 4982.474954350656,
        "soft_acc_blocks": [
          24.9962135,
          24.99541625,
          24.99593438461538,
          24.9973128,
          24.997653735294115,
          24.997979833333332,
          25.001816714285717,
          25.001506846153845,
          25.00243933333333
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 1.590978601,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.61399578756292,
        "mobile_acc_per_sec": 2115.4877869111533
      },
      "started": "2026-08-18T07:08:18.175846139+10:00",
      "ended": "2026-08-18T07:08:20.54274359+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|step_tween|tricameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "step_tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 248,
        "total_correct": 140,
        "total_train": 16,
        "infer_ms": 426.195316,
        "train_ms": 1991.823424,
        "blocked_train": 1991823424,
        "duration": 2215303325,
        "avg_accuracy": 59.72222222222222,
        "soft_acc": 25.004900768518517,
        "adapt_pct": 25.00374151190476,
        "stability": 99.99785172680645,
        "consistency": 100,
        "throughput": 111.94855223719759,
        "availability": 17.62580698609474,
        "score": 4.933925946858097,
        "zero_downtime": 4.407315546523594,
        "weight_bytes": 5285,
        "weight_mib": 0.005040168762207031,
        "heap_bytes": 20838832,
        "heap_mib": 19.873458862304688,
        "mobile_score": 978.9207821480938,
        "mobile_throughput": 22211.270598045732,
        "mobile_availability": 3497.06682805133,
        "mobile_accuracy": 4961.123713954602,
        "soft_acc_blocks": [
          25.0068645,
          25.007431333333333,
          25.0081655,
          25.005347333333333,
          25.00473675,
          25.00295725,
          25.004545,
          25.00202125,
          25.002038
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.090537992,
        "time_to_acc50_sec": 0.090537992,
        "acc_per_sec": 11.287348547864667,
        "mobile_acc_per_sec": 2239.4782953501876
      },
      "started": "2026-08-18T07:08:21.749998696+10:00",
      "ended": "2026-08-18T07:08:23.970990355+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|step_tween|tricameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "step_tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 928,
        "total_correct": 265,
        "total_train": 45,
        "infer_ms": 294.972467,
        "train_ms": 1940.505995,
        "blocked_train": 1940505995,
        "duration": 2040298988,
        "avg_accuracy": 28.692002442002444,
        "soft_acc": 25.001871131160854,
        "adapt_pct": 25.00198002304455,
        "stability": 99.99894386716987,
        "consistency": 100,
        "throughput": 454.8352988743432,
        "availability": 13.195048488013569,
        "score": 15.005057529947138,
        "zero_downtime": 3.299009018667341,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 23977704,
        "heap_mib": 22.866920471191406,
        "mobile_score": 2990.675385767316,
        "mobile_throughput": 90653.74992443704,
        "mobile_availability": 2629.9203883990335,
        "mobile_accuracy": 4983.151876682783,
        "soft_acc_blocks": [
          25.002634375,
          25.00175164285714,
          25.001480615384615,
          25.00302908333333,
          24.99985381818182,
          25.0007471,
          25.002777722222223,
          25.002694692307692
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.080188613,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.254023198663104,
        "mobile_acc_per_sec": 2442.3635486716144
      },
      "started": "2026-08-18T07:08:25.109013243+10:00",
      "ended": "2026-08-18T07:08:27.153299367+10:00"
    },
    {
      "cell": {
        "id": "binary|none|step_tween|tricameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "step_tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 888,
        "total_correct": 93,
        "total_train": 44,
        "infer_ms": 292.680544,
        "train_ms": 1869.730437,
        "blocked_train": 1869730437,
        "duration": 2163334101,
        "avg_accuracy": 9.9466418997669,
        "soft_acc": 24.976991062296037,
        "adapt_pct": 24.97666693719614,
        "stability": 99.99462033163067,
        "consistency": 100,
        "throughput": 410.4775122758535,
        "availability": 13.534917579111204,
        "score": 13.876664983857161,
        "zero_downtime": 3.38061515402374,
        "weight_bytes": 2631,
        "weight_mib": 0.0025091171264648438,
        "heap_bytes": 36057064,
        "heap_mib": 34.386695861816406,
        "mobile_score": 5530.4970969642745,
        "mobile_throughput": 163594.40057474928,
        "mobile_availability": 5394.294844330714,
        "mobile_accuracy": 9954.493873104571,
        "soft_acc_blocks": [
          24.9794604,
          24.976536363636363,
          24.9736142,
          24.982703266666665,
          24.985258515151514,
          24.978745692307694,
          24.971605333333333,
          24.968004727272728
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.545600400211153,
        "mobile_acc_per_sec": 4601.459325447287
      },
      "started": "2026-08-18T07:08:28.305487091+10:00",
      "ended": "2026-08-18T07:08:30.473637652+10:00"
    },
    {
      "cell": {
        "id": "int|none|step_tween|tricameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "step_tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 216,
        "total_correct": 47,
        "total_train": 16,
        "infer_ms": 390.15993,
        "train_ms": 2081.512393,
        "blocked_train": 2081512393,
        "duration": 2332304430,
        "avg_accuracy": 22.685185185185187,
        "soft_acc": 24.99860025925926,
        "adapt_pct": 25.001488535714287,
        "stability": 99.99667058106563,
        "consistency": 100,
        "throughput": 92.6122667442689,
        "availability": 15.785261111248037,
        "score": 3.6545674023246613,
        "zero_downtime": 3.946094325081203,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 25435208,
        "heap_mib": 24.25690460205078,
        "mobile_score": 22.764540374370213,
        "mobile_throughput": 576.8878921540164,
        "mobile_availability": 98.32742820898692,
        "mobile_accuracy": 155.71792287718037,
        "soft_acc_blocks": [
          24.992782,
          24.998242,
          24.995464333333334,
          24.9953245,
          25.002029,
          24.99815825,
          25.00204475,
          25.0027855,
          25.000572
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 1.052344092,
        "time_to_acc50_sec": 1.860906669,
        "acc_per_sec": 10.718412201129018,
        "mobile_acc_per_sec": 66.76569356650427
      },
      "started": "2026-08-18T07:08:31.522538726+10:00",
      "ended": "2026-08-18T07:08:33.858784563+10:00"
    },
    {
      "cell": {
        "id": "uint|none|step_tween|tricameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "step_tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 216,
        "total_correct": 4,
        "total_train": 15,
        "infer_ms": 401.222065,
        "train_ms": 1968.52266,
        "blocked_train": 1968522660,
        "duration": 2054370962,
        "avg_accuracy": 1.953125,
        "soft_acc": 24.996360322916665,
        "adapt_pct": 24.99699354166667,
        "stability": 99.99859966191927,
        "consistency": 100,
        "throughput": 105.14167304512357,
        "availability": 16.931024711954997,
        "score": 4.449742742062104,
        "zero_downtime": 4.232139943362334,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 24172560,
        "heap_mib": 23.052749633789062,
        "mobile_score": 27.713788581019912,
        "mobile_throughput": 654.841024916628,
        "mobile_availability": 105.44943079331743,
        "mobile_accuracy": 155.68177430483883,
        "soft_acc_blocks": [
          24.9943415,
          24.995879333333335,
          24.995835,
          24.99561875,
          24.9987005,
          24.998147,
          24.9971345,
          24.995226
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.167403446250942,
        "mobile_acc_per_sec": 75.78075098631521
      },
      "started": "2026-08-18T07:08:34.936163497+10:00",
      "ended": "2026-08-18T07:08:36.995453834+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|step_tween|tricameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "step_tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 224,
        "total_correct": 44,
        "total_train": 15,
        "infer_ms": 418.604616,
        "train_ms": 2124.929132,
        "blocked_train": 2124929132,
        "duration": 2362517201,
        "avg_accuracy": 18.40277777777778,
        "soft_acc": 25.000268000000002,
        "adapt_pct": 25.001122928571426,
        "stability": 99.99877039864184,
        "consistency": 100,
        "throughput": 94.81412448772261,
        "availability": 16.457600231534258,
        "score": 3.901074211871905,
        "zero_downtime": 4.114444164252186,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 29260848,
        "heap_mib": 27.905319213867188,
        "mobile_score": 24.29658346868493,
        "mobile_throughput": 590.5192171468177,
        "mobile_availability": 102.50085899489942,
        "mobile_accuracy": 155.70611201216443,
        "soft_acc_blocks": [
          24.9992065,
          24.99884175,
          24.9981415,
          24.99985625,
          25.001185,
          25.0017405,
          25.00163825,
          25.00108325,
          25.000719
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 1.619771843,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.582046974903697,
        "mobile_acc_per_sec": 65.90686914205642
      },
      "started": "2026-08-18T07:08:38.240146543+10:00",
      "ended": "2026-08-18T07:08:40.60741713+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|step_tween|tricameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "step_tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 248,
        "total_correct": 81,
        "total_train": 16,
        "infer_ms": 440.395708,
        "train_ms": 2028.282739,
        "blocked_train": 2028282739,
        "duration": 2089527437,
        "avg_accuracy": 30.729166666666668,
        "soft_acc": 25.00003195833333,
        "adapt_pct": 25.000938777777776,
        "stability": 99.99821209216385,
        "consistency": 100,
        "throughput": 118.68712303489126,
        "availability": 17.83933053473124,
        "score": 5.2932538116234875,
        "zero_downtime": 4.459838334835526,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 27542616,
        "heap_mib": 26.266685485839844,
        "mobile_score": 32.972025643813026,
        "mobile_throughput": 739.3098845370814,
        "mobile_availability": 111.12236155537938,
        "mobile_accuracy": 155.72684102474415,
        "soft_acc_blocks": [
          24.997471,
          24.99951975,
          24.9979975,
          24.998735333333332,
          25.001464666666667,
          25.0024265,
          25.00036525,
          25.002275666666666
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.070995847,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.964443019818232,
        "mobile_acc_per_sec": 74.52730137314016
      },
      "started": "2026-08-18T07:08:41.680354219+10:00",
      "ended": "2026-08-18T07:08:43.773278844+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|step_tween|tricameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "step_tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 280,
        "total_correct": 84,
        "total_train": 15,
        "infer_ms": 527.522596,
        "train_ms": 1904.793007,
        "blocked_train": 1904793007,
        "duration": 2044725742,
        "avg_accuracy": 31.119791666666668,
        "soft_acc": 25.001072625,
        "adapt_pct": 25.001432374999997,
        "stability": 99.99909503335697,
        "consistency": 100,
        "throughput": 136.93768031996538,
        "availability": 21.688081733692684,
        "score": 7.425107568576612,
        "zero_downtime": 5.422253065209867,
        "weight_bytes": 336672,
        "weight_mib": 0.321075439453125,
        "heap_bytes": 24340096,
        "heap_mib": 23.2125244140625,
        "mobile_score": 23.125741356061063,
        "mobile_throughput": 426.49690226448297,
        "mobile_availability": 67.54824277631802,
        "mobile_accuracy": 77.86666170287995,
        "soft_acc_blocks": [
          25.000705,
          25.0017845,
          25.000078000000002,
          25.0009805,
          24.999785,
          25.00068425,
          25.00258075,
          25.001983
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.068429701,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.227103181351742,
        "mobile_acc_per_sec": 38.081714385185236
      },
      "started": "2026-08-18T07:08:44.899607859+10:00",
      "ended": "2026-08-18T07:08:46.948561155+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|step_tween|tricameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "step_tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 208,
        "total_correct": 35,
        "total_train": 14,
        "infer_ms": 405.239083,
        "train_ms": 2118.014744,
        "blocked_train": 2118014744,
        "duration": 2333530720,
        "avg_accuracy": 18.055555555555557,
        "soft_acc": 25.000806694444442,
        "adapt_pct": 25.000375535714287,
        "stability": 99.99875815123943,
        "consistency": 100,
        "throughput": 89.13531680440015,
        "availability": 16.060179069729397,
        "score": 3.578938353950497,
        "zero_downtime": 4.015174324004672,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 24004256,
        "heap_mib": 22.892242431640625,
        "mobile_score": 356.6950730379238,
        "mobile_throughput": 8883.675881901976,
        "mobile_availability": 1600.6385636556004,
        "mobile_accuracy": 2491.706670509816,
        "soft_acc_blocks": [
          25.001897,
          25.001461,
          25.00087875,
          25.0009735,
          25.0025305,
          25.001904,
          24.99960525,
          24.9992495,
          24.99876075
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.08944137,
        "time_to_acc50_sec": 0.08944137,
        "acc_per_sec": 10.713725120552276,
        "mobile_acc_per_sec": 1067.783958940046
      },
      "started": "2026-08-18T07:08:48.239971595+10:00",
      "ended": "2026-08-18T07:08:50.586164087+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|step_tween|tricameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "step_tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 120,
        "total_correct": 61,
        "total_train": 7,
        "infer_ms": 523.384147,
        "train_ms": 2229.382971,
        "blocked_train": 2229382971,
        "duration": 2415177637,
        "avg_accuracy": 49.30555555555556,
        "soft_acc": 22.224978277777776,
        "adapt_pct": 18.749987875000002,
        "stability": 92.14228296041752,
        "consistency": 88.88888888888889,
        "throughput": 49.685786321314794,
        "availability": 19.01301942970971,
        "score": 2.0995421819745763,
        "zero_downtime": 4.225639438202651,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 27391608,
        "heap_mib": 26.12267303466797,
        "mobile_score": 139.49623260715836,
        "mobile_throughput": 3301.18635646046,
        "mobile_availability": 1263.2490090943663,
        "mobile_accuracy": 1476.6556090862443,
        "soft_acc_blocks": [
          25.004573,
          25.005489,
          25.006347,
          25.006885,
          25.004589,
          24.999672,
          0,
          24.9987205,
          24.998529
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          true,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.073359544,
        "time_to_acc50_sec": 0.073359544,
        "acc_per_sec": 9.202212680879413,
        "mobile_acc_per_sec": 611.4066255269174
      },
      "started": "2026-08-18T07:08:51.612038063+10:00",
      "ended": "2026-08-18T07:08:54.033413514+10:00"
    },
    {
      "cell": {
        "id": "int6|none|step_tween|tricameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "step_tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 96,
        "total_correct": 7,
        "total_train": 7,
        "infer_ms": 454.969495,
        "train_ms": 2164.473199,
        "blocked_train": 2164473199,
        "duration": 2373385990,
        "avg_accuracy": 5.555555555555555,
        "soft_acc": 19.44234366666667,
        "adapt_pct": 14.284500785714288,
        "stability": 89.60763012606839,
        "consistency": 77.77777777777779,
        "throughput": 40.44854077865354,
        "availability": 17.368942486970095,
        "score": 1.3659187016601164,
        "zero_downtime": 3.3769294895824067,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 24072896,
        "heap_mib": 22.95770263671875,
        "mobile_score": 90.75336259738678,
        "mobile_throughput": 2687.4521033783685,
        "mobile_availability": 1154.0144618690379,
        "mobile_accuracy": 1291.7738532897395,
        "soft_acc_blocks": [
          24.996906,
          24.996406,
          24.997172,
          24.997025,
          24.999645,
          0,
          24.9979215,
          0,
          24.9960175
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.191816985768366,
        "mobile_acc_per_sec": 544.2746602248797
      },
      "started": "2026-08-18T07:08:55.31729851+10:00",
      "ended": "2026-08-18T07:08:57.697543303+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|step_tween|tricameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "step_tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 120,
        "total_correct": 42,
        "total_train": 7,
        "infer_ms": 530.964556,
        "train_ms": 2169.406616,
        "blocked_train": 2169406616,
        "duration": 2408909513,
        "avg_accuracy": 36.111111111111114,
        "soft_acc": 22.224135444444446,
        "adapt_pct": 17.85619442857143,
        "stability": 92.14258088076636,
        "consistency": 88.88888888888889,
        "throughput": 49.815071654789875,
        "availability": 19.662650879462134,
        "score": 2.1768459827174476,
        "zero_downtime": 4.369854163419912,
        "weight_bytes": 15806,
        "weight_mib": 0.015073776245117188,
        "heap_bytes": 24472456,
        "heap_mib": 23.33875274658203,
        "mobile_score": 144.41278332113947,
        "mobile_throughput": 3304.7506374473587,
        "mobile_availability": 1304.4276735785706,
        "mobile_accuracy": 1474.3575254835998,
        "soft_acc_blocks": [
          25.004848,
          25.005739,
          25.0057,
          25.004671,
          25.0012755,
          25.0012005,
          24.9971,
          0,
          24.996685
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071767719,
        "time_to_acc50_sec": 0.071767719,
        "acc_per_sec": 9.225807496922963,
        "mobile_acc_per_sec": 612.0435481395351
      },
      "started": "2026-08-18T07:08:58.767134191+10:00",
      "ended": "2026-08-18T07:09:01.182430267+10:00"
    },
    {
      "cell": {
        "id": "int5|none|step_tween|tricameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "step_tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 112,
        "total_correct": 38,
        "total_train": 8,
        "infer_ms": 432.202453,
        "train_ms": 2044.446264,
        "blocked_train": 2044446264,
        "duration": 2308897392,
        "avg_accuracy": 29.86111111111111,
        "soft_acc": 22.22334638888889,
        "adapt_pct": 20.834092083333335,
        "stability": 92.14286048422076,
        "consistency": 88.88888888888889,
        "throughput": 48.50800229930703,
        "availability": 17.451100353203625,
        "score": 1.8812463095306147,
        "zero_downtime": 3.878218480165054,
        "weight_bytes": 13152,
        "weight_mib": 0.012542724609375,
        "heap_bytes": 24595704,
        "heap_mib": 23.45629119873047,
        "mobile_score": 149.987053699998,
        "mobile_throughput": 3867.42145825716,
        "mobile_availability": 1391.3324972597966,
        "mobile_accuracy": 1771.8117140416327,
        "soft_acc_blocks": [
          25.001373,
          25.0031175,
          25.001681,
          25.0004715,
          24.999956,
          0,
          25.0005045,
          25.001078,
          25.001936
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.080300272,
        "time_to_acc50_sec": 0.347457027,
        "acc_per_sec": 9.62509051545106,
        "mobile_acc_per_sec": 767.3843455238451
      },
      "started": "2026-08-18T07:09:02.333371781+10:00",
      "ended": "2026-08-18T07:09:04.648789382+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|step_tween|tricameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "step_tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 120,
        "total_correct": 62,
        "total_train": 8,
        "infer_ms": 462.090681,
        "train_ms": 2057.953747,
        "blocked_train": 2057953747,
        "duration": 2299425181,
        "avg_accuracy": 50.69444444444444,
        "soft_acc": 25.003198055555558,
        "adapt_pct": 25.00330464285714,
        "stability": 99.99903546486601,
        "consistency": 100,
        "throughput": 52.186955675510625,
        "availability": 18.33660850839571,
        "score": 2.392635470765177,
        "zero_downtime": 4.584738542026031,
        "weight_bytes": 13176,
        "weight_mib": 0.01256561279296875,
        "heap_bytes": 25997512,
        "heap_mib": 24.79315948486328,
        "mobile_score": 190.4113639490791,
        "mobile_throughput": 4153.156438555269,
        "mobile_availability": 1459.2689437841182,
        "mobile_accuracy": 1989.8112784078799,
        "soft_acc_blocks": [
          25.002796,
          25.002734,
          25.004374,
          25.003231,
          25.001372,
          25.002264,
          25.004254,
          25.004305,
          25.0034525
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.066475946,
        "time_to_acc50_sec": 0.066475946,
        "acc_per_sec": 10.873673238927427,
        "mobile_acc_per_sec": 865.3516082408596
      },
      "started": "2026-08-18T07:09:05.702645976+10:00",
      "ended": "2026-08-18T07:09:08.008973762+10:00"
    },
    {
      "cell": {
        "id": "int3|none|step_tween|tricameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "step_tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 136,
        "total_correct": 2,
        "total_train": 10,
        "infer_ms": 402.192806,
        "train_ms": 2051.885339,
        "blocked_train": 2051885339,
        "duration": 2298226825,
        "avg_accuracy": 0.6944444444444444,
        "soft_acc": 22.218445555555558,
        "adapt_pct": 21.424728214285718,
        "stability": 92.14459301789235,
        "consistency": 88.88888888888889,
        "throughput": 59.17605630593055,
        "availability": 16.38875301584987,
        "score": 2.1547932223108828,
        "zero_downtime": 3.6413261660610727,
        "weight_bytes": 7891,
        "weight_mib": 0.007525444030761719,
        "heap_bytes": 25590272,
        "heap_mib": 24.40478515625,
        "mobile_score": 286.3343629296485,
        "mobile_throughput": 7863.463745665624,
        "mobile_availability": 2177.7788724303373,
        "mobile_accuracy": 2952.44313355243,
        "soft_acc_blocks": [
          24.9964565,
          24.996895,
          24.9951335,
          24.9935705,
          24.9931065,
          24.9953645,
          24.9955725,
          0,
          24.999911
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.667646950189766,
        "mobile_acc_per_sec": 1284.661331699681
      },
      "started": "2026-08-18T07:09:09.161674993+10:00",
      "ended": "2026-08-18T07:09:11.464959579+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|step_tween|tricameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "step_tween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 136,
        "total_correct": 25,
        "total_train": 9,
        "infer_ms": 398.763169,
        "train_ms": 1814.713783,
        "blocked_train": 1814713783,
        "duration": 2226807838,
        "avg_accuracy": 18.75,
        "soft_acc": 24.998497761904762,
        "adapt_pct": 24.999958638888888,
        "stability": 99.99740546700556,
        "consistency": 100,
        "throughput": 61.07397220325394,
        "availability": 18.01523926597452,
        "score": 2.7504902698302534,
        "zero_downtime": 4.503539184706429,
        "weight_bytes": 7915,
        "weight_mib": 0.007548332214355469,
        "heap_bytes": 36516784,
        "heap_mib": 34.82511901855469,
        "mobile_score": 364.38383893588474,
        "mobile_throughput": 8091.05514554633,
        "mobile_availability": 2386.6516144735942,
        "mobile_accuracy": 3311.7908767134613,
        "soft_acc_blocks": [
          24.994939,
          24.9944905,
          24.997886,
          25.0012775,
          25.000449,
          24.999697,
          25.00074533333333
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 1.218579921,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.226158510541744,
        "mobile_acc_per_sec": 1487.2369407896172
      },
      "started": "2026-08-18T07:09:12.558735949+10:00",
      "ended": "2026-08-18T07:09:14.791820141+10:00"
    },
    {
      "cell": {
        "id": "float64|none|step_tween_chain|cnn|simd",
        "dtype": 0,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5360,
        "total_correct": 4180,
        "total_train": 189,
        "infer_ms": 691.730016,
        "train_ms": 1752.533855,
        "blocked_train": 1752533855,
        "duration": 2199530470,
        "avg_accuracy": 73.1285920180255,
        "soft_acc": 32.778824552614154,
        "adapt_pct": 34.67742202022894,
        "stability": 95.5736355439701,
        "consistency": 100,
        "throughput": 2436.8837227337885,
        "availability": 28.30013666720028,
        "score": 226.05635240016935,
        "zero_downtime": 9.276452146291607,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 24215632,
        "heap_mib": 23.093826293945312,
        "mobile_score": 96828.94843723855,
        "mobile_throughput": 1043814.4552488992,
        "mobile_availability": 12122.076840664298,
        "mobile_accuracy": 14040.477424053079,
        "soft_acc_blocks": [
          25.32651105,
          27.649043387096775,
          33.94670523655914,
          34.524827691489364,
          36.56194527906977,
          38.094754904761906,
          29.338862489583335,
          36.78794638235294
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071824798,
        "time_to_acc50_sec": 0.318108572,
        "acc_per_sec": 14.902646269144048,
        "mobile_acc_per_sec": 6383.397554866826
      },
      "started": "2026-08-18T07:09:15.966174582+10:00",
      "ended": "2026-08-18T07:09:18.166048489+10:00"
    },
    {
      "cell": {
        "id": "float32|none|step_tween_chain|cnn|simd",
        "dtype": 1,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7792,
        "total_correct": 6420,
        "total_train": 263,
        "infer_ms": 645.206111,
        "train_ms": 1735.302956,
        "blocked_train": 1735302956,
        "duration": 2207432637,
        "avg_accuracy": 78.52207899814755,
        "soft_acc": 33.62483170082875,
        "adapt_pct": 35.84474748577883,
        "stability": 95.29374701044226,
        "consistency": 100,
        "throughput": 3529.892540951862,
        "availability": 27.103703150902554,
        "score": 321.6993889316837,
        "zero_downtime": 9.113574569183204,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 26106248,
        "heap_mib": 24.89685821533203,
        "mobile_score": 275593.3484055794,
        "mobile_throughput": 3023987.419134918,
        "mobile_availability": 23219.193329379734,
        "mobile_accuracy": 28805.7120306603,
        "soft_acc_blocks": [
          25.4721525625,
          27.803675122641508,
          34.51903901503759,
          33.5321386031746,
          37.65564244927536,
          37.315627124137926,
          32.39381836986301,
          40.306560360000006
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.068623495,
        "time_to_acc50_sec": 0.364502011,
        "acc_per_sec": 15.232551669855892,
        "mobile_acc_per_sec": 13049.418382165697
      },
      "started": "2026-08-18T07:09:19.389235006+10:00",
      "ended": "2026-08-18T07:09:21.596909935+10:00"
    },
    {
      "cell": {
        "id": "float16|none|step_tween_chain|cnn|simd",
        "dtype": 2,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5280,
        "total_correct": 4238,
        "total_train": 189,
        "infer_ms": 679.113426,
        "train_ms": 1726.009512,
        "blocked_train": 1726009512,
        "duration": 2126621516,
        "avg_accuracy": 75.06064461730108,
        "soft_acc": 31.695041112686862,
        "adapt_pct": 33.232469331125216,
        "stability": 96.04848906485644,
        "consistency": 100,
        "throughput": 2482.81133256436,
        "availability": 28.236121125879848,
        "score": 222.19796375478586,
        "zero_downtime": 8.94945019947568,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 23175816,
        "heap_mib": 22.10218048095703,
        "mobile_score": 380704.9869969581,
        "mobile_throughput": 4253948.3265604675,
        "mobile_availability": 48378.62572825259,
        "mobile_accuracy": 54304.999068262645,
        "soft_acc_blocks": [
          25.2219935,
          26.95284197435897,
          32.016525825,
          32.220845134020614,
          33.27126711235955,
          37.208984506024095,
          30.025848384615383,
          36.64202246511628
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.073610839,
        "time_to_acc50_sec": 0.31914992,
        "acc_per_sec": 14.903940769066713,
        "mobile_acc_per_sec": 25535.80816317794
      },
      "started": "2026-08-18T07:09:22.938409731+10:00",
      "ended": "2026-08-18T07:09:25.065327862+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|step_tween_chain|cnn|simd",
        "dtype": 3,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5168,
        "total_correct": 4392,
        "total_train": 224,
        "infer_ms": 547.128259,
        "train_ms": 1847.875583,
        "blocked_train": 1847875583,
        "duration": 2201385304,
        "avg_accuracy": 79.14771554540005,
        "soft_acc": 32.49461039845652,
        "adapt_pct": 34.232030063495884,
        "stability": 95.55924419817495,
        "consistency": 100,
        "throughput": 2347.612655817021,
        "availability": 22.84456706938343,
        "score": 174.26922846037195,
        "zero_downtime": 7.4232530664102425,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 24543168,
        "heap_mib": 23.40618896484375,
        "mobile_score": 298585.83415369765,
        "mobile_throughput": 4022304.3924607653,
        "mobile_availability": 39140.955489127125,
        "mobile_accuracy": 55674.948681653506,
        "soft_acc_blocks": [
          25.280427619047618,
          27.36544941304348,
          33.60398006329114,
          33.0245056875,
          37.252845645161294,
          36.80877401886793,
          29.10841033333333,
          37.512490407407405
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.07305188,
        "time_to_acc50_sec": 0.318130699,
        "acc_per_sec": 14.760982704578154,
        "mobile_acc_per_sec": 25290.869608555135
      },
      "started": "2026-08-18T07:09:26.124227782+10:00",
      "ended": "2026-08-18T07:09:28.325862253+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|step_tween_chain|cnn|simd",
        "dtype": 4,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4712,
        "total_correct": 2317,
        "total_train": 192,
        "infer_ms": 601.15213,
        "train_ms": 1848.159851,
        "blocked_train": 1848159851,
        "duration": 2258292319,
        "avg_accuracy": 47.47802985077004,
        "soft_acc": 25.679891322282582,
        "adapt_pct": 25.672557011494717,
        "stability": 99.58594637246458,
        "consistency": 100,
        "throughput": 2086.532359144069,
        "availability": 24.543714098624665,
        "score": 131.5099428989511,
        "zero_downtime": 6.302799106978561,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 25591384,
        "heap_mib": 24.405845642089844,
        "mobile_score": 450647.614003956,
        "mobile_throughput": 7149959.983731539,
        "mobile_availability": 84104.41030940998,
        "mobile_accuracy": 87997.77033710387,
        "soft_acc_blocks": [
          25.179372526315788,
          25.483133685393256,
          26.214337355263158,
          25.983643545454548,
          26.082165717647058,
          26.02633418309859,
          25.11927788607595,
          25.350865679012347
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071537713,
        "time_to_acc50_sec": 0.612938996,
        "acc_per_sec": 11.371376108498636,
        "mobile_acc_per_sec": 38966.510046879295
      },
      "started": "2026-08-18T07:09:29.521061494+10:00",
      "ended": "2026-08-18T07:09:31.779613709+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|step_tween_chain|cnn|simd",
        "dtype": 5,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5144,
        "total_correct": 2471,
        "total_train": 191,
        "infer_ms": 750.297409,
        "train_ms": 1822.26498,
        "blocked_train": 1822264980,
        "duration": 2227874223,
        "avg_accuracy": 47.64138676740417,
        "soft_acc": 25.60315039655948,
        "adapt_pct": 25.584201276955035,
        "stability": 99.7546561609815,
        "consistency": 100,
        "throughput": 2308.9274730569023,
        "availability": 29.165372711977408,
        "score": 172.4134846110798,
        "zero_downtime": 7.467254239164695,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 24421704,
        "heap_mib": 23.29035186767578,
        "mobile_score": 590812.5556847962,
        "mobile_throughput": 7912045.53590887,
        "mobile_availability": 99941.53547985105,
        "mobile_accuracy": 87734.80075236195,
        "soft_acc_blocks": [
          25.208177421052632,
          25.515031732558136,
          25.823874436781608,
          25.719832738738738,
          25.77631670212766,
          25.327018345238095,
          25.484271011363635,
          25.970680784615386
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.068361878,
        "time_to_acc50_sec": 0.313608089,
        "acc_per_sec": 11.492188442345238,
        "mobile_acc_per_sec": 39380.49996117843
      },
      "started": "2026-08-18T07:09:32.908716946+10:00",
      "ended": "2026-08-18T07:09:35.136855701+10:00"
    },
    {
      "cell": {
        "id": "int64|none|step_tween_chain|cnn|simd",
        "dtype": 6,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3424,
        "total_correct": 2627,
        "total_train": 183,
        "infer_ms": 582.827799,
        "train_ms": 1822.981271,
        "blocked_train": 1822981271,
        "duration": 2154645033,
        "avg_accuracy": 69.75230290586914,
        "soft_acc": 31.031441615966372,
        "adapt_pct": 32.94089199539528,
        "stability": 95.83037916819228,
        "consistency": 100,
        "throughput": 1589.1248663046022,
        "availability": 24.22585425700469,
        "score": 119.46455660458068,
        "zero_downtime": 7.517631819731515,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 25584344,
        "heap_mib": 24.399131774902344,
        "mobile_score": 51171.43255972418,
        "mobile_throughput": 680685.5375041727,
        "mobile_availability": 10376.899245667055,
        "mobile_accuracy": 13292.003645385439,
        "soft_acc_blocks": [
          24.757075928571428,
          26.542077428571428,
          30.39640594117647,
          31.048322379310346,
          35.259523031746035,
          36.04312474576271,
          27.98714559259259,
          36.217857880000004
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.317972565,
        "time_to_acc50_sec": 0.317972565,
        "acc_per_sec": 14.402113174419284,
        "mobile_acc_per_sec": 6168.999274501583
      },
      "started": "2026-08-18T07:09:36.301640596+10:00",
      "ended": "2026-08-18T07:09:38.456547974+10:00"
    },
    {
      "cell": {
        "id": "int32|none|step_tween_chain|cnn|simd",
        "dtype": 7,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3048,
        "total_correct": 2254,
        "total_train": 176,
        "infer_ms": 489.296792,
        "train_ms": 1743.575206,
        "blocked_train": 1743575206,
        "duration": 2022817719,
        "avg_accuracy": 66.31852987500419,
        "soft_acc": 27.436242524438228,
        "adapt_pct": 28.404961252582734,
        "stability": 98.62169817748173,
        "consistency": 100,
        "throughput": 1506.8090275117866,
        "availability": 21.91333817783853,
        "score": 90.59232123616047,
        "zero_downtime": 6.012196607672092,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 24534808,
        "heap_mib": 23.398216247558594,
        "mobile_score": 77608.60607232696,
        "mobile_throughput": 1290852.7637517967,
        "mobile_availability": 18772.71282121341,
        "mobile_accuracy": 23504.073072961877,
        "soft_acc_blocks": [
          25.010389133333334,
          25.806222387755103,
          27.66343353448276,
          27.63936107142857,
          29.078176644067796,
          28.433838066666667,
          28.422276833333335
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.079694429,
        "time_to_acc50_sec": 0.385509336,
        "acc_per_sec": 13.563378581635922,
        "mobile_acc_per_sec": 11619.471617334533
      },
      "started": "2026-08-18T07:09:39.553056711+10:00",
      "ended": "2026-08-18T07:09:41.576141253+10:00"
    },
    {
      "cell": {
        "id": "int16|none|step_tween_chain|cnn|simd",
        "dtype": 8,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3304,
        "total_correct": 2432,
        "total_train": 155,
        "infer_ms": 554.423508,
        "train_ms": 1834.163434,
        "blocked_train": 1834163434,
        "duration": 2285264583,
        "avg_accuracy": 70.36298676359627,
        "soft_acc": 27.279633548479346,
        "adapt_pct": 27.4103049067725,
        "stability": 98.7434935686666,
        "consistency": 100,
        "throughput": 1445.7844507714055,
        "availability": 23.211359747942556,
        "score": 91.54669379635124,
        "zero_downtime": 6.331973880857969,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 24534312,
        "heap_mib": 23.397743225097656,
        "mobile_score": 156852.39541536404,
        "mobile_throughput": 2477148.4906079695,
        "mobile_availability": 39769.403201076166,
        "mobile_accuracy": 46739.818672761896,
        "soft_acc_blocks": [
          25.4760001875,
          26.474415308823527,
          28.65665401923077,
          27.429784081967213,
          28.809117125,
          25.874234101449275,
          28.23723001538462
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.068826877,
        "time_to_acc50_sec": 0.379988239,
        "acc_per_sec": 11.93718825881762,
        "mobile_acc_per_sec": 20452.694633460695
      },
      "started": "2026-08-18T07:09:42.761141285+10:00",
      "ended": "2026-08-18T07:09:45.046669722+10:00"
    },
    {
      "cell": {
        "id": "int8|none|step_tween_chain|cnn|simd",
        "dtype": 9,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6488,
        "total_correct": 5185,
        "total_train": 219,
        "infer_ms": 608.037611,
        "train_ms": 1756.187275,
        "blocked_train": 1756187275,
        "duration": 2109733518,
        "avg_accuracy": 76.1730790104684,
        "soft_acc": 29.0654776040003,
        "adapt_pct": 29.46657657854615,
        "stability": 98.21212976817623,
        "consistency": 100,
        "throughput": 3075.2699071447373,
        "availability": 25.718264561064263,
        "score": 229.88062103090365,
        "zero_downtime": 7.475136426133679,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 24412168,
        "heap_mib": 23.28125762939453,
        "mobile_score": 787736.2813009832,
        "mobile_throughput": 10538085.680242484,
        "mobile_availability": 88129.26464177294,
        "mobile_accuracy": 99599.22301990922,
        "soft_acc_blocks": [
          25.501137583333332,
          28.093257390909088,
          31.398861962121213,
          29.932441888,
          30.198271224,
          28.384432675213674,
          29.949940504424777
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.074023386,
        "time_to_acc50_sec": 0.074023386,
        "acc_per_sec": 13.77684781325084,
        "mobile_acc_per_sec": 47209.385531461805
      },
      "started": "2026-08-18T07:09:46.18448693+10:00",
      "ended": "2026-08-18T07:09:48.294484095+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|step_tween_chain|cnn|simd",
        "dtype": 10,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4608,
        "total_correct": 3431,
        "total_train": 191,
        "infer_ms": 631.028548,
        "train_ms": 1795.960414,
        "blocked_train": 1795960414,
        "duration": 2231780949,
        "avg_accuracy": 68.6810883526374,
        "soft_acc": 28.11353800826853,
        "adapt_pct": 28.736960148953948,
        "stability": 98.27896471281406,
        "consistency": 100,
        "throughput": 2064.7187628627794,
        "availability": 26.000470454550012,
        "score": 150.92375930826114,
        "zero_downtime": 7.309652143568547,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 24012456,
        "heap_mib": 22.900062561035156,
        "mobile_score": 64436.08788290685,
        "mobile_throughput": 881520.5787815969,
        "mobile_availability": 11100.761118627945,
        "mobile_accuracy": 12002.923953810336,
        "soft_acc_blocks": [
          24.88561689473684,
          26.3598894625,
          28.70551382857143,
          28.42456692857143,
          29.716596533333334,
          28.781862662337666,
          27.419574499999996,
          30.61468325609756
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.31804542,
        "time_to_acc50_sec": 0.31804542,
        "acc_per_sec": 12.596907425374985,
        "mobile_acc_per_sec": 5378.181922015472
      },
      "started": "2026-08-18T07:09:49.51093921+10:00",
      "ended": "2026-08-18T07:09:51.742990888+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|step_tween_chain|cnn|simd",
        "dtype": 11,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4672,
        "total_correct": 3605,
        "total_train": 194,
        "infer_ms": 628.533746,
        "train_ms": 1809.359475,
        "blocked_train": 1809359475,
        "duration": 2516508479,
        "avg_accuracy": 70.94310819730106,
        "soft_acc": 28.09732661234747,
        "adapt_pct": 28.576501086701008,
        "stability": 98.60437465106911,
        "consistency": 100,
        "throughput": 1856.540535820702,
        "availability": 25.781840672340095,
        "score": 134.4879445738865,
        "zero_downtime": 7.244007980382437,
        "weight_bytes": 1232,
        "weight_mib": 0.0011749267578125,
        "heap_bytes": 24198240,
        "heap_mib": 23.077239990234375,
        "mobile_score": 114464.9602025224,
        "mobile_throughput": 1580132.9942278638,
        "mobile_availability": 21943.359874058187,
        "mobile_accuracy": 23914.10905021823,
        "soft_acc_blocks": [
          25.051899142857142,
          26.929150177419356,
          29.55156248101266,
          28.44723558108108,
          29.143160116883116,
          29.04435092405063,
          27.745155585365854,
          28.866098890109892
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.075376042,
        "time_to_acc50_sec": 0.350954322,
        "acc_per_sec": 11.165202440928262,
        "mobile_acc_per_sec": 9502.892300891877
      },
      "started": "2026-08-18T07:09:52.84221818+10:00",
      "ended": "2026-08-18T07:09:55.358997805+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|step_tween_chain|cnn|simd",
        "dtype": 12,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5048,
        "total_correct": 3659,
        "total_train": 185,
        "infer_ms": 692.422556,
        "train_ms": 1817.583207,
        "blocked_train": 1817583207,
        "duration": 2186008513,
        "avg_accuracy": 65.81370691445183,
        "soft_acc": 27.704760347192988,
        "adapt_pct": 28.525215578642552,
        "stability": 98.2743810319966,
        "consistency": 100,
        "throughput": 2309.231629236569,
        "availability": 27.586492676909444,
        "score": 176.48930108497038,
        "zero_downtime": 7.642771684333706,
        "weight_bytes": 620,
        "weight_mib": 0.000591278076171875,
        "heap_bytes": 25770304,
        "heap_mib": 24.57647705078125,
        "mobile_score": 298487.8151201192,
        "mobile_throughput": 3905491.7175134914,
        "mobile_availability": 46655.70023416612,
        "mobile_accuracy": 46855.720622287474,
        "soft_acc_blocks": [
          24.7774955,
          25.830840325581395,
          27.821801555555552,
          27.39587335064935,
          28.996440866666667,
          29.33462478409091,
          27.13393887,
          30.347067525
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.321942392,
        "time_to_acc50_sec": 0.321942392,
        "acc_per_sec": 12.673674499634936,
        "mobile_acc_per_sec": 21434.372438918068
      },
      "started": "2026-08-18T07:09:56.510144149+10:00",
      "ended": "2026-08-18T07:09:58.69641662+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|step_tween_chain|cnn|simd",
        "dtype": 13,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6488,
        "total_correct": 4903,
        "total_train": 250,
        "infer_ms": 616.857641,
        "train_ms": 1760.970739,
        "blocked_train": 1760970739,
        "duration": 2255171407,
        "avg_accuracy": 75.78080922720123,
        "soft_acc": 28.152813235723755,
        "adapt_pct": 28.645143330014808,
        "stability": 98.6215113555939,
        "consistency": 100,
        "throughput": 2876.9431803992356,
        "availability": 25.942058989135287,
        "score": 210.11522684506514,
        "zero_downtime": 7.303419416712543,
        "weight_bytes": 314,
        "weight_mib": 0.0002994537353515625,
        "heap_bytes": 27879064,
        "heap_mib": 26.587547302246094,
        "mobile_score": 701661.7328162134,
        "mobile_throughput": 9607304.370478692,
        "mobile_availability": 86631.27530761632,
        "mobile_accuracy": 94013.89901739577,
        "soft_acc_blocks": [
          25.50134007692308,
          26.807252852941176,
          29.049325008474575,
          27.96972874074074,
          29.274854417391307,
          28.999483247787612,
          27.651932114864863,
          29.968589426666664
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.072419529,
        "time_to_acc50_sec": 0.072419529,
        "acc_per_sec": 12.483668934582122,
        "mobile_acc_per_sec": 41688.13897053625
      },
      "started": "2026-08-18T07:10:00.133349667+10:00",
      "ended": "2026-08-18T07:10:02.388788366+10:00"
    },
    {
      "cell": {
        "id": "int4|none|step_tween_chain|cnn|simd",
        "dtype": 14,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6136,
        "total_correct": 1381,
        "total_train": 228,
        "infer_ms": 601.644888,
        "train_ms": 1812.493023,
        "blocked_train": 1812493023,
        "duration": 2232646024,
        "avg_accuracy": 20.668909378163292,
        "soft_acc": 24.905911590981205,
        "adapt_pct": 24.9502564463179,
        "stability": 99.89468323762983,
        "consistency": 100,
        "throughput": 2748.3084797323877,
        "availability": 24.92172817711076,
        "score": 170.5870562498591,
        "zero_downtime": 6.206983586735858,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 24197552,
        "heap_mib": 23.076583862304688,
        "mobile_score": 1169107.7980016489,
        "mobile_throughput": 18835361.519240968,
        "mobile_availability": 170799.51663426205,
        "mobile_accuracy": 170691.11864329875,
        "soft_acc_blocks": [
          24.81090525,
          24.825134283950618,
          24.818460314814814,
          24.90192685046729,
          25.07940715384615,
          25.056264876288658,
          24.80273736885246,
          24.95245662962963
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 1.1511942880000001,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.1553337713427,
        "mobile_acc_per_sec": 76452.38735045388
      },
      "started": "2026-08-18T07:10:03.687659425+10:00",
      "ended": "2026-08-18T07:10:05.92059524+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|step_tween_chain|cnn|simd",
        "dtype": 15,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4112,
        "total_correct": 1191,
        "total_train": 160,
        "infer_ms": 783.247944,
        "train_ms": 1780.935754,
        "blocked_train": 1780935754,
        "duration": 2226278452,
        "avg_accuracy": 32.46424195528079,
        "soft_acc": 24.84932668223359,
        "adapt_pct": 24.735652171372312,
        "stability": 99.68801034028026,
        "consistency": 100,
        "throughput": 1847.0286123939002,
        "availability": 30.545703282136692,
        "score": 140.19688927305637,
        "zero_downtime": 7.590401595963893,
        "weight_bytes": 161,
        "weight_mib": 0.00015354156494140625,
        "heap_bytes": 38605376,
        "heap_mib": 36.81695556640625,
        "mobile_score": 913087.5364371699,
        "mobile_throughput": 12029502.324655566,
        "mobile_availability": 198940.94015384946,
        "mobile_accuracy": 161841.04083943955,
        "soft_acc_blocks": [
          24.872981692307693,
          25.182153324324325,
          25.09434967164179,
          25.014462764705883,
          25.002591753424657,
          24.523761269230768,
          24.2549863
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.191466503,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.161823292998207,
        "mobile_acc_per_sec": 72695.77652968254
      },
      "started": "2026-08-18T07:10:07.173628684+10:00",
      "ended": "2026-08-18T07:10:09.40035224+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|step_tween_chain|cnn|simd",
        "dtype": 16,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6064,
        "total_correct": 1473,
        "total_train": 217,
        "infer_ms": 619.141262,
        "train_ms": 1815.585111,
        "blocked_train": 1815585111,
        "duration": 2226974266,
        "avg_accuracy": 24.35703904958021,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 2722.977132058157,
        "availability": 25.429603460413166,
        "score": 173.11057175003006,
        "zero_downtime": 6.3574008651032905,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 28411496,
        "heap_mib": 27.095314025878906,
        "mobile_score": 1186402.5547931995,
        "mobile_throughput": 18661754.700817086,
        "mobile_availability": 174280.20835363527,
        "mobile_accuracy": 171335.9477124183,
        "soft_acc_blocks": [
          25,
          25,
          25,
          25,
          25,
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.069859007,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.225994113036599,
        "mobile_acc_per_sec": 76936.65361484617
      },
      "started": "2026-08-18T07:10:10.539173022+10:00",
      "ended": "2026-08-18T07:10:12.766529685+10:00"
    },
    {
      "cell": {
        "id": "int2|none|step_tween_chain|cnn|simd",
        "dtype": 17,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6336,
        "total_correct": 2181,
        "total_train": 232,
        "infer_ms": 631.824349,
        "train_ms": 1774.796988,
        "blocked_train": 1774796988,
        "duration": 2273569452,
        "avg_accuracy": 36.5445437727982,
        "soft_acc": 25.323786851935637,
        "adapt_pct": 25.059585190301284,
        "stability": 99.66340990844934,
        "consistency": 100,
        "throughput": 2786.807323799317,
        "availability": 26.253583780970192,
        "score": 185.2781426399387,
        "zero_downtime": 6.648401597687236,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 24208056,
        "heap_mib": 23.08660125732422,
        "mobile_score": 2523093.6843742384,
        "mobile_throughput": 37950380.21247004,
        "mobile_availability": 357517.8943729169,
        "mobile_accuracy": 344856.04054617224,
        "soft_acc_blocks": [
          25.762113680000002,
          25.689334765957447,
          25.749298534653466,
          25.280839634920632,
          25.185640936363633,
          25.052305411764706,
          24.975243085470087,
          24.89551876635514
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.066673381,
        "time_to_acc50_sec": 0.066673381,
        "acc_per_sec": 11.138338804499226,
        "mobile_acc_per_sec": 151680.45130216336
      },
      "started": "2026-08-18T07:10:13.924591342+10:00",
      "ended": "2026-08-18T07:10:16.19842642+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|step_tween_chain|cnn|simd",
        "dtype": 18,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4208,
        "total_correct": 927,
        "total_train": 168,
        "infer_ms": 607.554388,
        "train_ms": 1775.573997,
        "blocked_train": 1775573997,
        "duration": 2034536117,
        "avg_accuracy": 24.004170137560205,
        "soft_acc": 24.912203776304768,
        "adapt_pct": 24.665417158717094,
        "stability": 99.66150677668966,
        "consistency": 100,
        "throughput": 2068.28473814702,
        "availability": 25.493984790080876,
        "score": 131.35911001512207,
        "zero_downtime": 6.351113441605091,
        "weight_bytes": 85,
        "weight_mib": 0.00008106231689453125,
        "heap_bytes": 24610304,
        "heap_mib": 23.47021484375,
        "mobile_score": 1620470.7075672545,
        "mobile_throughput": 25514749.853967644,
        "mobile_availability": 314498.5952381629,
        "mobile_accuracy": 307321.63514050056,
        "soft_acc_blocks": [
          25.204989133333335,
          25.308501220588234,
          25.319221493670884,
          24.666541454545452,
          24.446384766233766,
          24.574460352941177,
          24.865328012820513
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.072276558,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.244660376459057,
        "mobile_acc_per_sec": 151052.43528124626
      },
      "started": "2026-08-18T07:10:17.341763901+10:00",
      "ended": "2026-08-18T07:10:19.376601737+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|step_tween_chain|cnn|simd",
        "dtype": 19,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5384,
        "total_correct": 1837,
        "total_train": 213,
        "infer_ms": 548.807663,
        "train_ms": 1821.625437,
        "blocked_train": 1821625437,
        "duration": 2141000415,
        "avg_accuracy": 35.78038255213393,
        "soft_acc": 25.64621157437592,
        "adapt_pct": 25.45906774480268,
        "stability": 99.55748326367565,
        "consistency": 100,
        "throughput": 2514.7122636125223,
        "availability": 23.152210581264665,
        "score": 149.315187659365,
        "zero_downtime": 5.937664909816185,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 27952144,
        "heap_mib": 26.657241821289062,
        "mobile_score": 2033354.8339624195,
        "mobile_throughput": 34245025.01986707,
        "mobile_availability": 315283.79691506724,
        "mobile_accuracy": 349246.7785430234,
        "soft_acc_blocks": [
          25.886298909090907,
          25.904013505882354,
          25.90910157317073,
          25.99210963392857,
          25.93037201754386,
          25.021237863157896,
          24.880347517857142
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.071276245,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.978611211234126,
        "mobile_acc_per_sec": 163123.17181079267
      },
      "started": "2026-08-18T07:10:20.747942839+10:00",
      "ended": "2026-08-18T07:10:22.889201743+10:00"
    },
    {
      "cell": {
        "id": "binary|none|step_tween_chain|cnn|simd",
        "dtype": 20,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5928,
        "total_correct": 1952,
        "total_train": 211,
        "infer_ms": 797.006498,
        "train_ms": 1769.462301,
        "blocked_train": 1769462301,
        "duration": 2214612995,
        "avg_accuracy": 33.690999405808824,
        "soft_acc": 25.30195432599491,
        "adapt_pct": 25.106713663561525,
        "stability": 99.77809292744415,
        "consistency": 100,
        "throughput": 2676.765653133901,
        "availability": 31.054595259858445,
        "score": 210.3247066334504,
        "zero_downtime": 7.857419508771963,
        "weight_bytes": 39,
        "weight_mib": 0.00003719329833984375,
        "heap_bytes": 24236816,
        "heap_mib": 23.114028930664062,
        "mobile_score": 5654908.707253254,
        "mobile_throughput": 71969031.3205265,
        "mobile_availability": 834951.3661333674,
        "mobile_accuracy": 680282.6169060112,
        "soft_acc_blocks": [
          25.525831434782607,
          25.535872714285713,
          25.553809568627454,
          25.249337483606556,
          25.223231285714284,
          25.001802679245284,
          25.02379511570248
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.068805672,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.425000387480752,
        "mobile_acc_per_sec": 307179.00528982095
      },
      "started": "2026-08-18T07:10:24.036838529+10:00",
      "ended": "2026-08-18T07:10:26.251758659+10:00"
    },
    {
      "cell": {
        "id": "int|none|step_tween_chain|cnn|simd",
        "dtype": 21,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3424,
        "total_correct": 2741,
        "total_train": 163,
        "infer_ms": 621.082594,
        "train_ms": 1842.124368,
        "blocked_train": 1842124368,
        "duration": 2069550803,
        "avg_accuracy": 70.44964685012198,
        "soft_acc": 30.868705309618964,
        "adapt_pct": 32.68952841944601,
        "stability": 96.52561867594498,
        "consistency": 100,
        "throughput": 1654.4653047591798,
        "availability": 25.21438935426328,
        "score": 128.7729170444853,
        "zero_downtime": 7.783355545387467,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 23599248,
        "heap_mib": 22.505996704101562,
        "mobile_score": 55158.57445377378,
        "mobile_throughput": 708673.4523705726,
        "mobile_availability": 10800.328240006524,
        "mobile_accuracy": 13222.29719719731,
        "soft_acc_blocks": [
          24.969953153846156,
          26.597563462962963,
          32.78904774603175,
          31.813371353846154,
          35.49820373846154,
          31.23940954237288,
          33.173388169811325
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.334062835,
        "time_to_acc50_sec": 0.334062835,
        "acc_per_sec": 14.915654771495342,
        "mobile_acc_per_sec": 6388.969615063521
      },
      "started": "2026-08-18T07:10:27.369971479+10:00",
      "ended": "2026-08-18T07:10:29.439793793+10:00"
    },
    {
      "cell": {
        "id": "uint|none|step_tween_chain|cnn|simd",
        "dtype": 22,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3856,
        "total_correct": 2915,
        "total_train": 182,
        "infer_ms": 594.49858,
        "train_ms": 1803.589567,
        "blocked_train": 1803589567,
        "duration": 2056052508,
        "avg_accuracy": 70.02127243687738,
        "soft_acc": 28.09289818836991,
        "adapt_pct": 28.973365477246247,
        "stability": 98.40270658675087,
        "consistency": 100,
        "throughput": 1875.4384846673381,
        "availability": 24.79052243111729,
        "score": 130.61259197703308,
        "zero_downtime": 6.964376226938786,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 24643120,
        "heap_mib": 23.501510620117188,
        "mobile_score": 55764.344155093415,
        "mobile_throughput": 800708.38131048,
        "mobile_availability": 10584.18031300132,
        "mobile_accuracy": 11994.111893635249,
        "soft_acc_blocks": [
          25.216572000000003,
          26.4745484375,
          28.66272686904762,
          28.276883527272727,
          30.47580363333333,
          28.70746022222222,
          28.836292629213485
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.089215565,
        "time_to_acc50_sec": 0.350416113,
        "acc_per_sec": 13.663512035350175,
        "mobile_acc_per_sec": 5833.563027678886
      },
      "started": "2026-08-18T07:10:30.594799934+10:00",
      "ended": "2026-08-18T07:10:32.651125306+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|step_tween_chain|cnn|simd",
        "dtype": 23,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3536,
        "total_correct": 2588,
        "total_train": 187,
        "infer_ms": 556.596046,
        "train_ms": 1828.928974,
        "blocked_train": 1828928974,
        "duration": 2054298741,
        "avg_accuracy": 64.61099148796278,
        "soft_acc": 27.618111938035955,
        "adapt_pct": 28.161815461283737,
        "stability": 98.46342147030136,
        "consistency": 100,
        "throughput": 1721.268639963597,
        "availability": 23.332224199434304,
        "score": 110.9171706507397,
        "zero_downtime": 6.4439197970332796,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 24240280,
        "heap_mib": 23.117332458496094,
        "mobile_score": 47355.489874702784,
        "mobile_throughput": 734886.3947143602,
        "mobile_availability": 9961.567720743495,
        "mobile_accuracy": 11791.404455837945,
        "soft_acc_blocks": [
          24.947598538461538,
          26.56844803508772,
          29.12849718333333,
          27.377441555555556,
          29.94287275,
          27.160155775,
          28.20176972881356
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.333213976,
        "time_to_acc50_sec": 0.333213976,
        "acc_per_sec": 13.444058250550206,
        "mobile_acc_per_sec": 5739.868413733279
      },
      "started": "2026-08-18T07:10:33.798809616+10:00",
      "ended": "2026-08-18T07:10:35.853376014+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|step_tween_chain|cnn|simd",
        "dtype": 24,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3192,
        "total_correct": 2454,
        "total_train": 172,
        "infer_ms": 575.200308,
        "train_ms": 1844.914479,
        "blocked_train": 1844914479,
        "duration": 2043475861,
        "avg_accuracy": 70.00300286183871,
        "soft_acc": 30.265182412143215,
        "adapt_pct": 32.12801973025223,
        "stability": 96.60394521193729,
        "consistency": 100,
        "throughput": 1562.0443876630652,
        "availability": 23.76748041414285,
        "score": 112.36209066399879,
        "zero_downtime": 7.1932713021107455,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 24250152,
        "heap_mib": 23.126747131347656,
        "mobile_score": 48129.16322716225,
        "mobile_throughput": 669085.8888227885,
        "mobile_availability": 10180.559453733764,
        "mobile_accuracy": 12963.78427818443,
        "soft_acc_blocks": [
          25.091508333333334,
          26.326627275862066,
          30.6835181509434,
          30.71160120967742,
          36.02952665853658,
          30.56646327419355,
          32.44703198245614
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.07397921,
        "time_to_acc50_sec": 0.375976728,
        "acc_per_sec": 14.810638574087474,
        "mobile_acc_per_sec": 6343.986990793443
      },
      "started": "2026-08-18T07:10:37.13459478+10:00",
      "ended": "2026-08-18T07:10:39.17836861+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|step_tween_chain|cnn|simd",
        "dtype": 25,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2680,
        "total_correct": 1862,
        "total_train": 120,
        "infer_ms": 483.672183,
        "train_ms": 1852.525861,
        "blocked_train": 1852525861,
        "duration": 2224761968,
        "avg_accuracy": 58.94125454021287,
        "soft_acc": 28.81697327324578,
        "adapt_pct": 30.637745366913677,
        "stability": 97.40787111461017,
        "consistency": 100,
        "throughput": 1204.6232534302294,
        "availability": 20.70338960526927,
        "score": 71.8689104625737,
        "zero_downtime": 5.966090249206389,
        "weight_bytes": 4896,
        "weight_mib": 0.004669189453125,
        "heap_bytes": 23606880,
        "heap_mib": 22.513275146484375,
        "mobile_score": 15392.159856454999,
        "mobile_throughput": 257994.08345360626,
        "mobile_availability": 4434.0435985978,
        "mobile_accuracy": 6171.729282468743,
        "soft_acc_blocks": [
          24.89793569230769,
          26.639292947368418,
          30.63769907936508,
          28.26505071875,
          32.80249110909091,
          29.659370092592592
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.334882877,
        "time_to_acc50_sec": 0.334882877,
        "acc_per_sec": 12.952834365085558,
        "mobile_acc_per_sec": 2774.1076893798927
      },
      "started": "2026-08-18T07:10:40.655650884+10:00",
      "ended": "2026-08-18T07:10:42.880762696+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|step_tween_chain|cnn|simd",
        "dtype": 26,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3024,
        "total_correct": 487,
        "total_train": 157,
        "infer_ms": 584.821657,
        "train_ms": 1846.350797,
        "blocked_train": 1846350797,
        "duration": 2099874363,
        "avg_accuracy": 14.642670518323106,
        "soft_acc": 24.80079351660463,
        "adapt_pct": 24.945605676548485,
        "stability": 99.8058320946531,
        "consistency": 100,
        "throughput": 1440.086156240196,
        "availability": 24.055128464366845,
        "score": 85.91356342769572,
        "zero_downtime": 5.965862740601608,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 26345344,
        "heap_mib": 25.1248779296875,
        "mobile_score": 588803.2724494083,
        "mobile_throughput": 9869541.054677907,
        "mobile_availability": 164860.3293114505,
        "mobile_accuracy": 169970.69844749814,
        "soft_acc_blocks": [
          24.56845841666667,
          24.5338041,
          24.652505418181818,
          24.991341425925928,
          25.03659787755102,
          24.92294862790698,
          24.89989875
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 1.228162394,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.810608269521804,
        "mobile_acc_per_sec": 80943.27043674572
      },
      "started": "2026-08-18T07:10:44.05659734+10:00",
      "ended": "2026-08-18T07:10:46.156857484+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|step_tween_chain|cnn|simd",
        "dtype": 27,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1952,
        "total_correct": 1298,
        "total_train": 101,
        "infer_ms": 680.424816,
        "train_ms": 1837.787872,
        "blocked_train": 1837787872,
        "duration": 2098267366,
        "avg_accuracy": 59.72058072083426,
        "soft_acc": 26.5659277250346,
        "adapt_pct": 26.97168840943922,
        "stability": 99.0922746755449,
        "consistency": 100,
        "throughput": 930.2913592566449,
        "availability": 27.020148823902677,
        "score": 66.77773904594632,
        "zero_downtime": 7.178153207754772,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 23638016,
        "heap_mib": 22.54296875,
        "mobile_score": 304441.4543384444,
        "mobile_throughput": 4241222.575321286,
        "mobile_availability": 123185.56336161988,
        "mobile_accuracy": 121114.75752263427,
        "soft_acc_blocks": [
          24.635738500000002,
          25.905862970588235,
          27.30185576923077,
          27.10268151724138,
          27.3032616969697,
          26.67612091666667,
          27.035972704545454
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.338069381,
        "time_to_acc50_sec": 0.338069381,
        "acc_per_sec": 12.660887814157904,
        "mobile_acc_per_sec": 57721.31782877582
      },
      "started": "2026-08-18T07:10:47.613328903+10:00",
      "ended": "2026-08-18T07:10:49.711992102+10:00"
    },
    {
      "cell": {
        "id": "int6|none|step_tween_chain|cnn|simd",
        "dtype": 28,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1792,
        "total_correct": 1113,
        "total_train": 107,
        "infer_ms": 548.611851,
        "train_ms": 1863.026596,
        "blocked_train": 1863026596,
        "duration": 2069518187,
        "avg_accuracy": 53.0729765196677,
        "soft_acc": 26.187048341755848,
        "adapt_pct": 26.374816234817192,
        "stability": 99.11853679403411,
        "consistency": 100,
        "throughput": 865.9020303647131,
        "availability": 22.748511564096823,
        "score": 51.583201606400564,
        "zero_downtime": 5.957163720319954,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 25834784,
        "heap_mib": 24.637969970703125,
        "mobile_score": 235169.16177231772,
        "mobile_throughput": 3947669.9451813456,
        "mobile_availability": 103711.05766014953,
        "mobile_accuracy": 119387.43653045643,
        "soft_acc_blocks": [
          24.828669833333333,
          25.4965983125,
          26.911071117647058,
          26.3028099,
          27.59429094871795,
          25.549736592592595,
          26.6261616875
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.398280307,
        "time_to_acc50_sec": 0.671307924,
        "acc_per_sec": 12.653693263607858,
        "mobile_acc_per_sec": 57688.51768513423
      },
      "started": "2026-08-18T07:10:51.08821623+10:00",
      "ended": "2026-08-18T07:10:53.158079156+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|step_tween_chain|cnn|simd",
        "dtype": 29,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1832,
        "total_correct": 1314,
        "total_train": 118,
        "infer_ms": 501.586532,
        "train_ms": 1901.241984,
        "blocked_train": 1901241984,
        "duration": 2089370771,
        "avg_accuracy": 67.15748799519807,
        "soft_acc": 26.56897398934574,
        "adapt_pct": 26.89783098935574,
        "stability": 99.23397608712605,
        "consistency": 100,
        "throughput": 876.8190047586342,
        "availability": 20.8748368291797,
        "score": 48.630398402335246,
        "zero_downtime": 5.54622996746312,
        "weight_bytes": 238,
        "weight_mib": 0.0002269744873046875,
        "heap_bytes": 23424608,
        "heap_mib": 22.339447021484375,
        "mobile_score": 214254.9102316264,
        "mobile_throughput": 3863072.961066343,
        "mobile_availability": 91969.97018064678,
        "mobile_accuracy": 117057.09441114368,
        "soft_acc_blocks": [
          25.335620875,
          25.863809200000002,
          27.0254525,
          26.273177647058823,
          27.855707117647057,
          26.906693685714288,
          26.7223569
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.070134625,
        "time_to_acc50_sec": 0.339202813,
        "acc_per_sec": 12.716256184932405,
        "mobile_acc_per_sec": 56025.04640912471
      },
      "started": "2026-08-18T07:10:54.764329279+10:00",
      "ended": "2026-08-18T07:10:56.854049112+10:00"
    },
    {
      "cell": {
        "id": "int5|none|step_tween_chain|cnn|simd",
        "dtype": 30,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2088,
        "total_correct": 922,
        "total_train": 117,
        "infer_ms": 605.462137,
        "train_ms": 1849.280949,
        "blocked_train": 1849280949,
        "duration": 2079729089,
        "avg_accuracy": 42.12455634427683,
        "soft_acc": 25.381228892901508,
        "adapt_pct": 25.30946922142857,
        "stability": 99.61813748588368,
        "consistency": 100,
        "throughput": 1003.9769174955267,
        "availability": 24.664990012726733,
        "score": 62.85174178942585,
        "zero_downtime": 6.260277571541469,
        "weight_bytes": 192,
        "weight_mib": 0.00018310546875,
        "heap_bytes": 26044440,
        "heap_mib": 24.837913513183594,
        "mobile_score": 343254.31249265105,
        "mobile_throughput": 5483052.60541557,
        "mobile_availability": 134703.73212283826,
        "mobile_accuracy": 138615.3513937661,
        "soft_acc_blocks": [
          24.936475285714288,
          25.280651521739127,
          25.801653171428573,
          25.372746514285712,
          26.0700827,
          25.043527142857144,
          25.163465914285716
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.39353603,
        "time_to_acc50_sec": 0.668792861,
        "acc_per_sec": 12.204103422482593,
        "mobile_acc_per_sec": 66650.6768246516
      },
      "started": "2026-08-18T07:10:58.108965736+10:00",
      "ended": "2026-08-18T07:11:00.189019877+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|step_tween_chain|cnn|simd",
        "dtype": 31,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2144,
        "total_correct": 1087,
        "total_train": 126,
        "infer_ms": 544.063601,
        "train_ms": 1845.25807,
        "blocked_train": 1845258070,
        "duration": 2141354688,
        "avg_accuracy": 44.80246026757654,
        "soft_acc": 25.8785078027264,
        "adapt_pct": 26.26692086524548,
        "stability": 99.34986582980136,
        "consistency": 100,
        "throughput": 1001.2353450901078,
        "availability": 22.770630158487354,
        "score": 58.99978819444691,
        "zero_downtime": 5.89269930229412,
        "weight_bytes": 200,
        "weight_mib": 0.00019073486328125,
        "heap_bytes": 36916096,
        "heap_mib": 35.2059326171875,
        "mobile_score": 309328.8095289018,
        "mobile_throughput": 5249356.766066024,
        "mobile_availability": 119383.68144533018,
        "mobile_accuracy": 135677.9109887582,
        "soft_acc_blocks": [
          24.67198675,
          25.249180275,
          26.08417945945946,
          25.958344244444444,
          26.728546833333333,
          26.01591127906977,
          26.441405777777778
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.387127383,
        "time_to_acc50_sec": 0.658887233,
        "acc_per_sec": 12.085110396585735,
        "mobile_acc_per_sec": 63360.78359605142
      },
      "started": "2026-08-18T07:11:01.427565869+10:00",
      "ended": "2026-08-18T07:11:03.569340297+10:00"
    },
    {
      "cell": {
        "id": "int3|none|step_tween_chain|cnn|simd",
        "dtype": 32,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2200,
        "total_correct": 662,
        "total_train": 138,
        "infer_ms": 498.535543,
        "train_ms": 1875.367016,
        "blocked_train": 1875367016,
        "duration": 2094753275,
        "avg_accuracy": 27.07705434210144,
        "soft_acc": 25.022993158482965,
        "adapt_pct": 25.093351603949486,
        "stability": 99.79177455385305,
        "consistency": 100,
        "throughput": 1050.2430172832646,
        "availability": 21.000674231970446,
        "score": 55.19024195277973,
        "zero_downtime": 5.2549972763012605,
        "weight_bytes": 115,
        "weight_mib": 0.00010967254638671875,
        "heap_bytes": 28020040,
        "heap_mib": 26.72199249267578,
        "mobile_score": 503227.5056163301,
        "mobile_throughput": 9576170.626876665,
        "mobile_availability": 191485.24333445777,
        "mobile_accuracy": 228160.9571665168,
        "soft_acc_blocks": [
          24.831830875,
          24.888387674418603,
          24.831278189189188,
          25.349882552631577,
          25.308918565217393,
          25.072626805555554,
          24.87802744736842
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.957979155,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.945556289192561,
        "mobile_acc_per_sec": 108920.20549127286
      },
      "started": "2026-08-18T07:11:04.759392434+10:00",
      "ended": "2026-08-18T07:11:06.854431437+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|step_tween_chain|cnn|simd",
        "dtype": 33,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2576,
        "total_correct": 628,
        "total_train": 138,
        "infer_ms": 531.581886,
        "train_ms": 1867.610129,
        "blocked_train": 1867610129,
        "duration": 2196806625,
        "avg_accuracy": 24.80714364616568,
        "soft_acc": 25.018750105129154,
        "adapt_pct": 24.86435642153784,
        "stability": 99.80782901408988,
        "consistency": 100,
        "throughput": 1172.6111760064455,
        "availability": 22.156704535380843,
        "score": 65.00171342609195,
        "zero_downtime": 5.5433305392387515,
        "weight_bytes": 123,
        "weight_mib": 0.00011730194091796875,
        "heap_bytes": 24471928,
        "heap_mib": 23.33824920654297,
        "mobile_score": 554140.1354266488,
        "mobile_throughput": 9996519.808879143,
        "mobile_availability": 188886.08629993093,
        "mobile_accuracy": 213285.04805069845,
        "soft_acc_blocks": [
          25.18051277777778,
          25.258085434782608,
          25.26691673809524,
          24.846043285714284,
          24.819289755555555,
          24.932493796610167,
          24.82790894736842
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.07325733,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.38869021078683,
        "mobile_acc_per_sec": 97088.67663793504
      },
      "started": "2026-08-18T07:11:07.999661803+10:00",
      "ended": "2026-08-18T07:11:10.196806501+10:00"
    },
    {
      "cell": {
        "id": "float64|none|step_tween_chain|bicameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 872,
        "total_correct": 171,
        "total_train": 48,
        "infer_ms": 533.963334,
        "train_ms": 1859.784124,
        "blocked_train": 1859784124,
        "duration": 2152006409,
        "avg_accuracy": 21.230403345548744,
        "soft_acc": 25.000774602381217,
        "adapt_pct": 25.000649149393706,
        "stability": 99.99940727224896,
        "consistency": 100,
        "throughput": 405.2032542064794,
        "availability": 22.306585943954662,
        "score": 22.597453176765757,
        "zero_downtime": 5.576819273334555,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 33755736,
        "heap_mib": 32.191978454589844,
        "mobile_score": 186.77597318609165,
        "mobile_throughput": 3349.1487536481063,
        "mobile_availability": 184.3718522415201,
        "mobile_accuracy": 206.64027801004607,
        "soft_acc_blocks": [
          25.0002584,
          25.001068470588237,
          25.00079157142857,
          25.000676352941177,
          25.0020363,
          25.0001444375,
          25.000446684210527
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 1.247585438,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.617425718540792,
        "mobile_acc_per_sec": 96.02214805023198
      },
      "started": "2026-08-18T07:11:11.413180907+10:00",
      "ended": "2026-08-18T07:11:13.568283252+10:00"
    },
    {
      "cell": {
        "id": "float32|none|step_tween_chain|bicameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1616,
        "total_correct": 525,
        "total_train": 86,
        "infer_ms": 364.317736,
        "train_ms": 1909.635351,
        "blocked_train": 1909635351,
        "duration": 2127638482,
        "avg_accuracy": 30.746077608762334,
        "soft_acc": 25.000897586916743,
        "adapt_pct": 25.000135005557663,
        "stability": 99.99852720306107,
        "consistency": 100,
        "throughput": 759.5275295457831,
        "availability": 16.021339142077032,
        "score": 30.422712588428677,
        "zero_downtime": 4.005478590963284,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 25466992,
        "heap_mib": 24.287216186523438,
        "mobile_score": 502.90904078578933,
        "mobile_throughput": 12555.529367212117,
        "mobile_availability": 264.8441119977703,
        "mobile_accuracy": 413.2825890417898,
        "soft_acc_blocks": [
          24.999437333333333,
          25.001682266666666,
          25.00333148148148,
          25.000974261904762,
          25.001879758620692,
          25.000375923076923,
          24.998602083333335
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.356558472,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.750538354342822,
        "mobile_acc_per_sec": 194.24474248712605
      },
      "started": "2026-08-18T07:11:14.765152861+10:00",
      "ended": "2026-08-18T07:11:16.894978269+10:00"
    },
    {
      "cell": {
        "id": "float16|none|step_tween_chain|bicameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 392,
        "total_correct": 110,
        "total_train": 26,
        "infer_ms": 398.673303,
        "train_ms": 2019.945781,
        "blocked_train": 2019945781,
        "duration": 2170334862,
        "avg_accuracy": 29.598214285714285,
        "soft_acc": 25.000952943027215,
        "adapt_pct": 25.001278023809522,
        "stability": 99.99946924369286,
        "consistency": 100,
        "throughput": 180.61728946231156,
        "availability": 16.483509356118187,
        "score": 7.443300662666027,
        "zero_downtime": 4.121034417482596,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 27652672,
        "heap_mib": 26.37164306640625,
        "mobile_score": 246.08609016444987,
        "mobile_throughput": 5971.464084854106,
        "mobile_availability": 544.9682276012418,
        "mobile_accuracy": 826.5670082352033,
        "soft_acc_blocks": [
          25.00139,
          24.999969333333336,
          25.000686125,
          25.00068,
          25.000902142857143,
          25.001618,
          25.001425
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.068846444,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.519398863633615,
        "mobile_acc_per_sec": 380.84768516942495
      },
      "started": "2026-08-18T07:11:18.269527156+10:00",
      "ended": "2026-08-18T07:11:20.442353424+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|step_tween_chain|bicameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 520,
        "total_correct": 222,
        "total_train": 34,
        "infer_ms": 376.956795,
        "train_ms": 1963.808432,
        "blocked_train": 1963808432,
        "duration": 2137361259,
        "avg_accuracy": 44.27579365079365,
        "soft_acc": 25.001840745634922,
        "adapt_pct": 25.000745632407412,
        "stability": 99.99784765445686,
        "consistency": 100,
        "throughput": 243.29064532744954,
        "availability": 16.103998412652427,
        "score": 9.79560161075085,
        "zero_downtime": 4.026296036810936,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 26295240,
        "heap_mib": 25.07709503173828,
        "mobile_score": 323.8565000187503,
        "mobile_throughput": 8043.534232402438,
        "mobile_availability": 532.4210568654759,
        "mobile_accuracy": 826.5963602501855,
        "soft_acc_blocks": [
          25.0009515,
          25.002184625,
          25.0038241,
          25.003188777777776,
          25.004187416666667,
          25.0011571,
          24.9973917
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.070098319,
        "time_to_acc50_sec": 0.346951853,
        "acc_per_sec": 11.69752686419162,
        "mobile_acc_per_sec": 386.73684982805497
      },
      "started": "2026-08-18T07:11:21.820943289+10:00",
      "ended": "2026-08-18T07:11:23.960762359+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|step_tween_chain|bicameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 472,
        "total_correct": 128,
        "total_train": 28,
        "infer_ms": 427.207873,
        "train_ms": 1967.457895,
        "blocked_train": 1967457895,
        "duration": 2434646332,
        "avg_accuracy": 27.355699855699857,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 193.86799380108076,
        "availability": 17.83997911979172,
        "score": 8.646502403517978,
        "zero_downtime": 4.45999477994793,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 24500480,
        "heap_mib": 23.365478515625,
        "mobile_score": 571.7312967758398,
        "mobile_throughput": 12819.10237532867,
        "mobile_availability": 1179.6300886312729,
        "mobile_accuracy": 1653.0710051708916,
        "soft_acc_blocks": [
          25,
          25,
          25,
          25,
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071633005,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.268431875057244,
        "mobile_acc_per_sec": 678.9778800491881
      },
      "started": "2026-08-18T07:11:25.323896279+10:00",
      "ended": "2026-08-18T07:11:27.761779537+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|step_tween_chain|bicameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 448,
        "total_correct": 115,
        "total_train": 26,
        "infer_ms": 473.358746,
        "train_ms": 1982.460743,
        "blocked_train": 1982460743,
        "duration": 2267654371,
        "avg_accuracy": 26.862373737373737,
        "soft_acc": 25.00026550306638,
        "adapt_pct": 24.999537545244106,
        "stability": 99.9979757258452,
        "consistency": 100,
        "throughput": 197.560971252616,
        "availability": 19.274981248428396,
        "score": 9.520061143931994,
        "zero_downtime": 4.818796487773358,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 24710960,
        "heap_mib": 23.566207885742188,
        "mobile_score": 629.4934817795204,
        "mobile_throughput": 13063.292533243983,
        "mobile_availability": 1274.5165050795847,
        "mobile_accuracy": 1653.0885609877243,
        "soft_acc_blocks": [
          25.0019035,
          25.000878875,
          25.001125090909092,
          25.001870555555556,
          25.00165375,
          24.998149125,
          24.996277625
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.068734099,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.024724853480055,
        "mobile_acc_per_sec": 728.9861198109915
      },
      "started": "2026-08-18T07:11:29.106422513+10:00",
      "ended": "2026-08-18T07:11:31.377208342+10:00"
    },
    {
      "cell": {
        "id": "int64|none|step_tween_chain|bicameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 352,
        "total_correct": 132,
        "total_train": 26,
        "infer_ms": 407.938602,
        "train_ms": 2006.197177,
        "blocked_train": 2006197177,
        "duration": 2194839997,
        "avg_accuracy": 37.14498299319728,
        "soft_acc": 25.00055302942177,
        "adapt_pct": 25.000620910714286,
        "stability": 99.99849667498349,
        "consistency": 100,
        "throughput": 160.37615520089324,
        "availability": 16.897914589086582,
        "score": 6.775206303998607,
        "zero_downtime": 4.224572097710989,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 27761536,
        "heap_mib": 26.4754638671875,
        "mobile_score": 55.999485475955694,
        "mobile_throughput": 1325.5658604169175,
        "mobile_availability": 139.66726327536617,
        "mobile_accuracy": 206.63844663087212,
        "soft_acc_blocks": [
          25.0018705,
          25.000795666666665,
          25.0009862,
          24.998013714285715,
          24.9986985,
          25.00102225,
          25.002484375
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.072023837,
        "time_to_acc50_sec": 0.072023837,
        "acc_per_sec": 11.390603899871326,
        "mobile_acc_per_sec": 94.14738519131886
      },
      "started": "2026-08-18T07:11:32.535736455+10:00",
      "ended": "2026-08-18T07:11:34.73418265+10:00"
    },
    {
      "cell": {
        "id": "int32|none|step_tween_chain|bicameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 384,
        "total_correct": 133,
        "total_train": 26,
        "infer_ms": 437.428646,
        "train_ms": 1993.661854,
        "blocked_train": 1993661854,
        "duration": 2177833737,
        "avg_accuracy": 31.65036848072563,
        "soft_acc": 25.000805403344675,
        "adapt_pct": 25.001010609788363,
        "stability": 99.99938962326249,
        "consistency": 100,
        "throughput": 176.32199991950077,
        "availability": 17.993104164571417,
        "score": 7.931705798306095,
        "zero_downtime": 4.498420958205607,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 23913208,
        "heap_mib": 22.80541229248047,
        "mobile_score": 131.11672876725646,
        "mobile_throughput": 2914.72785640671,
        "mobile_availability": 297.4387878747263,
        "mobile_accuracy": 413.28106518188844,
        "soft_acc_blocks": [
          24.999733,
          25.0008825,
          25.000696125,
          25.000618166666666,
          25.00197057142857,
          25.00072857142857,
          25.00100888888889
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.352546842,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.4796666883229,
        "mobile_acc_per_sec": 189.7670415149274
      },
      "started": "2026-08-18T07:11:35.897416952+10:00",
      "ended": "2026-08-18T07:11:38.078305791+10:00"
    },
    {
      "cell": {
        "id": "int16|none|step_tween_chain|bicameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 344,
        "total_correct": 128,
        "total_train": 25,
        "infer_ms": 392.362706,
        "train_ms": 1960.572264,
        "blocked_train": 1960572264,
        "duration": 2138371178,
        "avg_accuracy": 37.05357142857143,
        "soft_acc": 25.00276355357143,
        "adapt_pct": 25.003288270833337,
        "stability": 99.99895339197998,
        "consistency": 100,
        "throughput": 160.87010690152505,
        "availability": 16.675458990691954,
        "score": 6.707198522308762,
        "zero_downtime": 4.169325582915478,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 24518232,
        "heap_mib": 23.382408142089844,
        "mobile_score": 221.74950806307328,
        "mobile_throughput": 5318.594186353056,
        "mobile_availability": 551.3143551085826,
        "mobile_accuracy": 826.6268695910492,
        "soft_acc_blocks": [
          25.0026985,
          25.00331825,
          25.001826,
          25.0016585,
          25.001616125,
          25.003731,
          25.004496500000002
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.071401336,
        "time_to_acc50_sec": 1.571770645,
        "acc_per_sec": 11.692433853769156,
        "mobile_acc_per_sec": 386.56846767088683
      },
      "started": "2026-08-18T07:11:39.263965861+10:00",
      "ended": "2026-08-18T07:11:41.405450892+10:00"
    },
    {
      "cell": {
        "id": "int8|none|step_tween_chain|bicameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1488,
        "total_correct": 314,
        "total_train": 77,
        "infer_ms": 335.403413,
        "train_ms": 1855.069675,
        "blocked_train": 1855069675,
        "duration": 2211026665,
        "avg_accuracy": 19.616663429163427,
        "soft_acc": 24.99906061446313,
        "adapt_pct": 24.999115844663297,
        "stability": 99.99814741277308,
        "consistency": 100,
        "throughput": 672.9905267786538,
        "availability": 15.311916628304179,
        "score": 25.760969078538825,
        "zero_downtime": 3.8278353191458208,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 29328328,
        "heap_mib": 27.96967315673828,
        "mobile_score": 1703.3884419534572,
        "mobile_throughput": 44500.04506289909,
        "mobile_availability": 1012.4674164737471,
        "mobile_accuracy": 1653.0088903311446,
        "soft_acc_blocks": [
          24.997785923076925,
          24.998377518518517,
          24.998385520000003,
          25.002359833333333,
          25.001475388888892,
          24.99743420833333,
          24.997605909090908
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.988420526,
        "time_to_acc50_sec": 0.988420526,
        "acc_per_sec": 11.30653963165258,
        "mobile_acc_per_sec": 747.6205133560181
      },
      "started": "2026-08-18T07:11:42.625470632+10:00",
      "ended": "2026-08-18T07:11:44.839867817+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|step_tween_chain|bicameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 320,
        "total_correct": 116,
        "total_train": 24,
        "infer_ms": 364.500107,
        "train_ms": 2000.657227,
        "blocked_train": 2000657227,
        "duration": 2169507285,
        "avg_accuracy": 36.900510204081634,
        "soft_acc": 25.001500030102044,
        "adapt_pct": 25.001421511904763,
        "stability": 99.99756440077988,
        "consistency": 100,
        "throughput": 147.49892854127938,
        "availability": 15.4112414324484,
        "score": 5.683194975025214,
        "zero_downtime": 3.8530415313726856,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 24024848,
        "heap_mib": 22.911880493164062,
        "mobile_score": 46.96621996573278,
        "mobile_throughput": 1218.9388456708534,
        "mobile_availability": 127.35930374413648,
        "mobile_accuracy": 206.6137014561669,
        "soft_acc_blocks": [
          25.000376,
          25.000616625,
          25.000065799999998,
          25.0047585,
          25.005596,
          25.000633285714287,
          24.998454
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.364469591,
        "time_to_acc50_sec": 0.986185832,
        "acc_per_sec": 11.524045207390047,
        "mobile_acc_per_sec": 95.23531120853872
      },
      "started": "2026-08-18T07:11:46.082775459+10:00",
      "ended": "2026-08-18T07:11:48.25549592+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|step_tween_chain|bicameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 384,
        "total_correct": 100,
        "total_train": 25,
        "infer_ms": 503.18111,
        "train_ms": 2009.169501,
        "blocked_train": 2009169501,
        "duration": 2138777852,
        "avg_accuracy": 24.436649659863946,
        "soft_acc": 24.999764025510206,
        "adapt_pct": 24.999823583333335,
        "stability": 99.99891525145803,
        "consistency": 100,
        "throughput": 179.54178814827188,
        "availability": 20.02829970454311,
        "score": 8.989707001846071,
        "zero_downtime": 5.007027664457735,
        "weight_bytes": 63452,
        "weight_mib": 0.060512542724609375,
        "heap_bytes": 23536336,
        "heap_mib": 22.445999145507812,
        "mobile_score": 148.55939937539787,
        "mobile_throughput": 2967.017746475483,
        "mobile_availability": 330.97765856065996,
        "mobile_accuracy": 413.13359015970167,
        "soft_acc_blocks": [
          24.9996865,
          24.99981042857143,
          24.998787500000002,
          24.999962,
          25.00187825,
          25.00009025,
          24.99813325
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.394806455,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.688808167773287,
        "mobile_acc_per_sec": 193.16339458694827
      },
      "started": "2026-08-18T07:11:49.46322299+10:00",
      "ended": "2026-08-18T07:11:51.605612299+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|step_tween_chain|bicameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 352,
        "total_correct": 72,
        "total_train": 21,
        "infer_ms": 457.917576,
        "train_ms": 2010.406467,
        "blocked_train": 2010406467,
        "duration": 2136452786,
        "avg_accuracy": 16.650883838383837,
        "soft_acc": 24.998697900252527,
        "adapt_pct": 24.99930242727273,
        "stability": 99.99873844967458,
        "consistency": 100,
        "throughput": 164.75908211341115,
        "availability": 18.55176095288717,
        "score": 7.641029769416231,
        "zero_downtime": 4.637698675789274,
        "weight_bytes": 31736,
        "weight_mib": 0.03026580810546875,
        "heap_bytes": 29098728,
        "heap_mib": 27.750709533691406,
        "mobile_score": 252.4640922452544,
        "mobile_throughput": 5443.736428225114,
        "mobile_availability": 612.9610314133671,
        "mobile_accuracy": 825.9715984829592,
        "soft_acc_blocks": [
          24.996965,
          24.99734375,
          24.999640499999998,
          24.99996416666667,
          25.000094818181818,
          24.99817916666667
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 1.820288865,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.701029886579729,
        "mobile_acc_per_sec": 386.6088705051117
      },
      "started": "2026-08-18T07:11:52.861737367+10:00",
      "ended": "2026-08-18T07:11:55.00144661+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|step_tween_chain|bicameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 856,
        "total_correct": 240,
        "total_train": 51,
        "infer_ms": 402.763369,
        "train_ms": 1920.301479,
        "blocked_train": 1920301479,
        "duration": 2171601354,
        "avg_accuracy": 26.94327731092437,
        "soft_acc": 25.00087181572629,
        "adapt_pct": 25.00078343084734,
        "stability": 99.99912381408421,
        "consistency": 100,
        "throughput": 394.1791611168797,
        "availability": 17.337586135262292,
        "score": 17.08588370538039,
        "zero_downtime": 4.334547685618059,
        "weight_bytes": 15878,
        "weight_mib": 0.015142440795898438,
        "heap_bytes": 25451944,
        "heap_mib": 24.272865295410156,
        "mobile_score": 1128.3440982650804,
        "mobile_throughput": 26031.41504265608,
        "mobile_availability": 1144.96641386628,
        "mobile_accuracy": 1651.046363839716,
        "soft_acc_blocks": [
          25.00089175,
          25.0006688125,
          25.001843529411765,
          25.001564823529414,
          25.00173342857143,
          25.0001584375,
          24.99924192857143
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.693945999,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.512643317188818,
        "mobile_acc_per_sec": 760.2898021768851
      },
      "started": "2026-08-18T07:11:56.240954955+10:00",
      "ended": "2026-08-18T07:11:58.416024746+10:00"
    },
    {
      "cell": {
        "id": "int4|none|step_tween_chain|bicameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 992,
        "total_correct": 258,
        "total_train": 57,
        "infer_ms": 256.657942,
        "train_ms": 1908.593451,
        "blocked_train": 1908593451,
        "duration": 2496079003,
        "avg_accuracy": 24.443840036014404,
        "soft_acc": 25.000224453956584,
        "adapt_pct": 25.000288595588234,
        "stability": 99.99822330500243,
        "consistency": 100,
        "throughput": 397.4233182554438,
        "availability": 11.85349390974852,
        "score": 11.777242943334105,
        "zero_downtime": 2.963400083073204,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 26614336,
        "heap_mib": 25.38140869140625,
        "mobile_score": 1557.489506438328,
        "mobile_throughput": 52557.51713495021,
        "mobile_availability": 1567.5733673740024,
        "mobile_accuracy": 3306.171693407993,
        "soft_acc_blocks": [
          24.99863075,
          24.9996656875,
          25.000359285714286,
          25.00279482352941,
          25.002924380952383,
          24.998456833333336,
          24.998739416666666
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.731123171,
        "time_to_acc50_sec": 1.019878502,
        "acc_per_sec": 10.015798548006368,
        "mobile_acc_per_sec": 1324.5460938673634
      },
      "started": "2026-08-18T07:11:59.609675753+10:00",
      "ended": "2026-08-18T07:12:02.109676942+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|step_tween_chain|bicameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 264,
        "total_correct": 45,
        "total_train": 22,
        "infer_ms": 338.630418,
        "train_ms": 1979.860551,
        "blocked_train": 1979860551,
        "duration": 2108617644,
        "avg_accuracy": 19.09722222222222,
        "soft_acc": 24.9984525,
        "adapt_pct": 24.99826904166667,
        "stability": 99.99932320628588,
        "consistency": 100,
        "throughput": 125.20050790203858,
        "availability": 14.605638862852953,
        "score": 4.571300528638109,
        "zero_downtime": 3.651183693451835,
        "weight_bytes": 7949,
        "weight_mib": 0.007580757141113281,
        "heap_bytes": 28393824,
        "heap_mib": 27.078460693359375,
        "mobile_score": 603.0137153248502,
        "mobile_throughput": 16515.567715925023,
        "mobile_availability": 1926.6728363636807,
        "mobile_accuracy": 3297.619490330859,
        "soft_acc_blocks": [
          24.9985755,
          24.9995205,
          24.9977675,
          24.997594833333334,
          24.999032,
          24.99822466666667
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.076847112,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.855374809715856,
        "mobile_acc_per_sec": 1563.877405519262
      },
      "started": "2026-08-18T07:12:03.324595069+10:00",
      "ended": "2026-08-18T07:12:05.43625391+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|step_tween_chain|bicameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 488,
        "total_correct": 109,
        "total_train": 31,
        "infer_ms": 343.27667,
        "train_ms": 1977.155958,
        "blocked_train": 1977155958,
        "duration": 2302258248,
        "avg_accuracy": 22.395833333333336,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 211.9657950726994,
        "availability": 14.793649505604177,
        "score": 7.83936919870559,
        "zero_downtime": 3.6984123764010444,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 26605904,
        "heap_mib": 25.373367309570312,
        "mobile_score": 1036.722713696798,
        "mobile_throughput": 28031.560793813955,
        "mobile_availability": 1956.396244669997,
        "mobile_accuracy": 3306.142010341783,
        "soft_acc_blocks": [
          25,
          25,
          25,
          25,
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.994731569,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.858903436101404,
        "mobile_acc_per_sec": 1436.0430734535837
      },
      "started": "2026-08-18T07:12:06.602789231+10:00",
      "ended": "2026-08-18T07:12:08.91384607+10:00"
    },
    {
      "cell": {
        "id": "int2|none|step_tween_chain|bicameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1176,
        "total_correct": 307,
        "total_train": 60,
        "infer_ms": 288.54642,
        "train_ms": 1916.111063,
        "blocked_train": 1916111063,
        "duration": 2245441478,
        "avg_accuracy": 25.47982651842099,
        "soft_acc": 25.0004181764443,
        "adapt_pct": 25.00088255751835,
        "stability": 99.9982383813948,
        "consistency": 100,
        "throughput": 523.7277441973039,
        "availability": 13.088038492372014,
        "score": 17.13670883086765,
        "zero_downtime": 3.272064354186999,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 24917152,
        "heap_mib": 23.762847900390625,
        "mobile_score": 4531.939873653437,
        "mobile_throughput": 138503.9957375617,
        "mobile_availability": 3461.236582642491,
        "mobile_accuracy": 6611.560779264378,
        "soft_acc_blocks": [
          25.0000615,
          25.000168640000002,
          25.000757741935484,
          24.998571277777778,
          24.997810777777776,
          25.002598250000002,
          25.002959047619047
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.372266238,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.133854264913644,
        "mobile_acc_per_sec": 2944.436915431548
      },
      "started": "2026-08-18T07:12:10.364036866+10:00",
      "ended": "2026-08-18T07:12:12.612580791+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|step_tween_chain|bicameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 344,
        "total_correct": 88,
        "total_train": 22,
        "infer_ms": 452.433607,
        "train_ms": 1992.912429,
        "blocked_train": 1992912429,
        "duration": 2285106085,
        "avg_accuracy": 21.981292517006803,
        "soft_acc": 24.999493292517005,
        "adapt_pct": 25.003466340136054,
        "stability": 99.9951185287893,
        "consistency": 100,
        "throughput": 150.54005687442736,
        "availability": 18.501823477714137,
        "score": 6.963022765049185,
        "zero_downtime": 4.625362119304482,
        "weight_bytes": 3985,
        "weight_mib": 0.0038003921508789062,
        "heap_bytes": 22517072,
        "heap_mib": 21.473953247070312,
        "mobile_score": 1832.1853347262772,
        "mobile_throughput": 39611.71660656451,
        "mobile_availability": 4868.3985081474475,
        "mobile_accuracy": 6578.135176585774,
        "soft_acc_blocks": [
          24.9923955,
          24.996939285714287,
          24.996043571428572,
          24.997885,
          25.000465166666668,
          25.00658866666667,
          25.006135857142855
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 1.669337952,
        "time_to_acc50_sec": 1.669337952,
        "acc_per_sec": 10.940189366533067,
        "mobile_acc_per_sec": 2878.7001267758537
      },
      "started": "2026-08-18T07:12:13.707005129+10:00",
      "ended": "2026-08-18T07:12:15.995559963+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|step_tween_chain|bicameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1160,
        "total_correct": 227,
        "total_train": 60,
        "infer_ms": 460.505209,
        "train_ms": 2073.916351,
        "blocked_train": 2073916351,
        "duration": 2428015866,
        "avg_accuracy": 18.594347428863443,
        "soft_acc": 25.00013649873478,
        "adapt_pct": 24.999751533289405,
        "stability": 99.99597647245254,
        "consistency": 100,
        "throughput": 477.7563508722146,
        "availability": 18.170032021034416,
        "score": 21.702238976481258,
        "zero_downtime": 4.542532807122422,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 23444504,
        "heap_mib": 22.358421325683594,
        "mobile_score": 5739.330879445854,
        "mobile_throughput": 126346.49265376628,
        "mobile_availability": 4805.210465696894,
        "mobile_accuracy": 6611.486287338542,
        "soft_acc_blocks": [
          24.9994436,
          24.99994966666667,
          24.99943604761905,
          25.005991620689656,
          25.00563236842105,
          24.995033869565216,
          24.995468318181818
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 1.04467648,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.296529297364476,
        "mobile_acc_per_sec": 2722.999622828059
      },
      "started": "2026-08-18T07:12:17.027169054+10:00",
      "ended": "2026-08-18T07:12:19.458143252+10:00"
    },
    {
      "cell": {
        "id": "binary|none|step_tween_chain|bicameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1032,
        "total_correct": 293,
        "total_train": 55,
        "infer_ms": 268.924911,
        "train_ms": 1949.662578,
        "blocked_train": 1949662578,
        "duration": 2055353008,
        "avg_accuracy": 28.880772005772005,
        "soft_acc": 25.011256293524536,
        "adapt_pct": 25.011528014357864,
        "stability": 99.99287106344683,
        "consistency": 100,
        "throughput": 502.10352965314075,
        "availability": 12.121447197072875,
        "score": 15.22240438486446,
        "zero_downtime": 3.031726224944143,
        "weight_bytes": 1983,
        "weight_mib": 0.0018911361694335938,
        "heap_bytes": 26329672,
        "heap_mib": 25.10993194580078,
        "mobile_score": 8049.343368766332,
        "mobile_throughput": 265503.63626302156,
        "mobile_availability": 6409.611001572308,
        "mobile_accuracy": 13225.51844641391,
        "soft_acc_blocks": [
          25.009152,
          25.005346125,
          25.013174095238096,
          25.02373709090909,
          25.01461195,
          25.0015165
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.06852305,
        "time_to_acc50_sec": 1.096553018,
        "acc_per_sec": 12.168837273292635,
        "mobile_acc_per_sec": 6434.67005178018
      },
      "started": "2026-08-18T07:12:20.513599672+10:00",
      "ended": "2026-08-18T07:12:22.571662053+10:00"
    },
    {
      "cell": {
        "id": "int|none|step_tween_chain|bicameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 320,
        "total_correct": 94,
        "total_train": 21,
        "infer_ms": 466.987753,
        "train_ms": 2021.433736,
        "blocked_train": 2021433736,
        "duration": 2239073817,
        "avg_accuracy": 30.12329931972789,
        "soft_acc": 24.999922098639452,
        "adapt_pct": 25.0004685,
        "stability": 99.99929330095337,
        "consistency": 100,
        "throughput": 142.91623508364216,
        "availability": 18.766425023425764,
        "score": 6.705046132464899,
        "zero_downtime": 4.691591636556022,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 22730472,
        "heap_mib": 21.677467346191406,
        "mobile_score": 55.41958674955475,
        "mobile_throughput": 1181.253421924779,
        "mobile_availability": 155.111165384693,
        "mobile_accuracy": 206.63323176395954,
        "soft_acc_blocks": [
          24.99931,
          24.998978857142856,
          24.999335666666667,
          25.000278833333336,
          25.0005705,
          25.0010795,
          24.99990133333333
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.07563638,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.165296074130929,
        "mobile_acc_per_sec": 92.28513602147112
      },
      "started": "2026-08-18T07:12:23.659949757+10:00",
      "ended": "2026-08-18T07:12:25.902088209+10:00"
    },
    {
      "cell": {
        "id": "uint|none|step_tween_chain|bicameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 304,
        "total_correct": 91,
        "total_train": 19,
        "infer_ms": 437.494741,
        "train_ms": 1920.582818,
        "blocked_train": 1920582818,
        "duration": 2049564754,
        "avg_accuracy": 29.662698412698415,
        "soft_acc": 25.000745654761904,
        "adapt_pct": 25.000945607142857,
        "stability": 99.99921956281031,
        "consistency": 100,
        "throughput": 148.3241743920036,
        "availability": 18.553025931239098,
        "score": 6.879860828230542,
        "zero_downtime": 4.638394824331108,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 38431248,
        "heap_mib": 36.65089416503906,
        "mobile_score": 56.85552904875846,
        "mobile_throughput": 1225.7587204633332,
        "mobile_availability": 153.3231748595171,
        "mobile_accuracy": 206.60746725897368,
        "soft_acc_blocks": [
          25.000127,
          25.0002635,
          25.00039166666667,
          25.00144042857143,
          25.00216066666667,
          25.000090666666665
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.434298026,
        "time_to_acc50_sec": 1.3813343630000001,
        "acc_per_sec": 12.19807552114155,
        "mobile_acc_per_sec": 100.80553290924405
      },
      "started": "2026-08-18T07:12:27.058136768+10:00",
      "ended": "2026-08-18T07:12:29.186197693+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|step_tween_chain|bicameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 304,
        "total_correct": 105,
        "total_train": 21,
        "infer_ms": 437.586459,
        "train_ms": 2016.236057,
        "blocked_train": 2016236057,
        "duration": 2359347079,
        "avg_accuracy": 36.07568027210884,
        "soft_acc": 25.00067187755102,
        "adapt_pct": 25.000672940476193,
        "stability": 99.99920973863264,
        "consistency": 100,
        "throughput": 128.84920692925317,
        "availability": 17.83284879598032,
        "score": 5.74452544218682,
        "zero_downtime": 4.458332013902847,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 23640544,
        "heap_mib": 22.545379638671875,
        "mobile_score": 47.47305814812338,
        "mobile_throughput": 1064.8165726572977,
        "mobile_availability": 147.37159341677327,
        "mobile_accuracy": 206.6068575602514,
        "soft_acc_blocks": [
          25.0016975,
          25.000096499999998,
          24.999485000000004,
          25.001513142857142,
          25.001297500000003,
          25.000634,
          24.9999795
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.072945911,
        "time_to_acc50_sec": 0.072945911,
        "acc_per_sec": 10.596436658292538,
        "mobile_acc_per_sec": 87.56950573284067
      },
      "started": "2026-08-18T07:12:30.230240763+10:00",
      "ended": "2026-08-18T07:12:32.592772477+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|step_tween_chain|bicameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 312,
        "total_correct": 105,
        "total_train": 21,
        "infer_ms": 417.764906,
        "train_ms": 2001.464591,
        "blocked_train": 2001464591,
        "duration": 2284177403,
        "avg_accuracy": 30.454931972789115,
        "soft_acc": 25.00068748282313,
        "adapt_pct": 25.00081364742064,
        "stability": 99.9988617026292,
        "consistency": 100,
        "throughput": 136.59184246820078,
        "availability": 17.268510760060398,
        "score": 5.897006412661898,
        "zero_downtime": 4.317246408060385,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 24286808,
        "heap_mib": 23.161705017089844,
        "mobile_score": 48.74085159039099,
        "mobile_throughput": 1128.9800716352638,
        "mobile_availability": 142.730372199687,
        "mobile_accuracy": 206.63955793596878,
        "soft_acc_blocks": [
          25.000467,
          25.001780666666665,
          25.000991,
          24.999162666666667,
          24.999102875,
          25.0009366,
          25.002371571428572
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 1.035604991,
        "time_to_acc50_sec": 1.985586158,
        "acc_per_sec": 10.945160148238768,
        "mobile_acc_per_sec": 90.46563444002723
      },
      "started": "2026-08-18T07:12:33.683107815+10:00",
      "ended": "2026-08-18T07:12:35.969791572+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|step_tween_chain|bicameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 296,
        "total_correct": 60,
        "total_train": 22,
        "infer_ms": 408.515471,
        "train_ms": 1928.470228,
        "blocked_train": 1928470228,
        "duration": 2316430606,
        "avg_accuracy": 21.726190476190478,
        "soft_acc": 25.000081380952377,
        "adapt_pct": 24.999843041666665,
        "stability": 99.99961806661467,
        "consistency": 100,
        "throughput": 127.78280481759444,
        "availability": 17.480443768860223,
        "score": 5.584268513667427,
        "zero_downtime": 4.370125167966674,
        "weight_bytes": 253728,
        "weight_mib": 0.241973876953125,
        "heap_bytes": 38874032,
        "heap_mib": 37.07316589355469,
        "mobile_score": 23.077980912580934,
        "mobile_throughput": 528.0851240084418,
        "mobile_availability": 72.24103687955754,
        "mobile_accuracy": 103.3172741444126,
        "soft_acc_blocks": [
          25.0007815,
          25.00026875,
          25.0002015,
          24.999736166666665,
          25.000195666666666,
          24.999538833333332,
          24.99984725
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.117058134,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.79250175515613,
        "mobile_acc_per_sec": 44.60192931176139
      },
      "started": "2026-08-18T07:12:37.084552937+10:00",
      "ended": "2026-08-18T07:12:39.40368625+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|step_tween_chain|bicameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 256,
        "total_correct": 96,
        "total_train": 17,
        "infer_ms": 402.143546,
        "train_ms": 1977.058009,
        "blocked_train": 1977058009,
        "duration": 2268954776,
        "avg_accuracy": 35.863095238095234,
        "soft_acc": 25.001778916666666,
        "adapt_pct": 25.00151388888889,
        "stability": 99.99786003273974,
        "consistency": 100,
        "throughput": 112.82728184265933,
        "availability": 16.90245810216781,
        "score": 4.767985260115511,
        "zero_downtime": 4.225915206186208,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 23702424,
        "heap_mib": 22.604393005371094,
        "mobile_score": 630.5454549263314,
        "mobile_throughput": 14920.92065650755,
        "mobile_availability": 2235.277072384754,
        "mobile_accuracy": 3306.377264386766,
        "soft_acc_blocks": [
          25.002248,
          24.999677000000002,
          25.00114975,
          25.0045575,
          25.0051145,
          25.000467666666665,
          24.999238
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.073159556,
        "time_to_acc50_sec": 1.022129774,
        "acc_per_sec": 11.019073267182062,
        "mobile_acc_per_sec": 1457.2248417465883
      },
      "started": "2026-08-18T07:12:40.503501675+10:00",
      "ended": "2026-08-18T07:12:42.781701135+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|step_tween_chain|bicameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 152,
        "total_correct": 18,
        "total_train": 9,
        "infer_ms": 514.861884,
        "train_ms": 2162.604176,
        "blocked_train": 2162604176,
        "duration": 2583109745,
        "avg_accuracy": 11.458333333333334,
        "soft_acc": 24.998337142857142,
        "adapt_pct": 24.998636142857144,
        "stability": 99.99945257579036,
        "consistency": 100,
        "throughput": 58.84380262751864,
        "availability": 19.229445769333118,
        "score": 2.828646120826575,
        "zero_downtime": 4.807041684120772,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 22779816,
        "heap_mib": 21.724525451660156,
        "mobile_score": 249.37367032048485,
        "mobile_throughput": 5187.674389099797,
        "mobile_availability": 1695.2694910899818,
        "mobile_accuracy": 2203.8554202041846,
        "soft_acc_blocks": [
          24.998241,
          24.997889,
          24.997801,
          24.9984805,
          24.9991675,
          24.9990555,
          24.9977255
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 1.219526672,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.677613268752987,
        "mobile_acc_per_sec": 853.1791668821197
      },
      "started": "2026-08-18T07:12:43.967045532+10:00",
      "ended": "2026-08-18T07:12:46.555424546+10:00"
    },
    {
      "cell": {
        "id": "int6|none|step_tween_chain|bicameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 136,
        "total_correct": 39,
        "total_train": 10,
        "infer_ms": 486.290485,
        "train_ms": 2123.474283,
        "blocked_train": 2123474283,
        "duration": 2263928602,
        "avg_accuracy": 26.488095238095237,
        "soft_acc": 21.429118476190474,
        "adapt_pct": 16.666853666666665,
        "stability": 91.25159899441313,
        "consistency": 85.71428571428571,
        "throughput": 60.07256583968897,
        "availability": 18.633498733783195,
        "score": 2.3986942619552276,
        "zero_downtime": 3.992994519921853,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 25414088,
        "heap_mib": 24.23676300048828,
        "mobile_score": 211.46907973969772,
        "mobile_throughput": 5296.002253061854,
        "mobile_availability": 1642.7307523352488,
        "mobile_accuracy": 1889.1928144686315,
        "soft_acc_blocks": [
          25.001291,
          25.000984,
          25.000715333333332,
          25.0012,
          24.999356,
          25.000283,
          0
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.071509295,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.465456842260645,
        "mobile_acc_per_sec": 834.4754391987807
      },
      "started": "2026-08-18T07:12:47.655341415+10:00",
      "ended": "2026-08-18T07:12:49.924018453+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|step_tween_chain|bicameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 168,
        "total_correct": 29,
        "total_train": 10,
        "infer_ms": 562.378006,
        "train_ms": 2167.54972,
        "blocked_train": 2167549720,
        "duration": 2309913934,
        "avg_accuracy": 17.55952380952381,
        "soft_acc": 24.998490416666666,
        "adapt_pct": 24.99885676190476,
        "stability": 99.99880752790871,
        "consistency": 100,
        "throughput": 72.72998250159047,
        "availability": 20.600472336460676,
        "score": 3.7454538047453325,
        "zero_downtime": 5.14980710281819,
        "weight_bytes": 11914,
        "weight_mib": 0.011362075805664062,
        "heap_bytes": 22790440,
        "heap_mib": 21.734657287597656,
        "mobile_score": 329.6452046973847,
        "mobile_throughput": 6401.117519857959,
        "mobile_availability": 1813.090555705606,
        "mobile_accuracy": 2200.169303940462,
        "soft_acc_blocks": [
          24.997807,
          24.998208333333334,
          24.997050333333334,
          24.997687,
          24.998103,
          25.00047675,
          25.0001005
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 1.679619236,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.82226053910919,
        "mobile_acc_per_sec": 952.4897320007518
      },
      "started": "2026-08-18T07:12:51.116686164+10:00",
      "ended": "2026-08-18T07:12:53.431988325+10:00"
    },
    {
      "cell": {
        "id": "int5|none|step_tween_chain|bicameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 152,
        "total_correct": 27,
        "total_train": 11,
        "infer_ms": 453.852528,
        "train_ms": 2126.817275,
        "blocked_train": 2126817275,
        "duration": 2307912826,
        "avg_accuracy": 16.369047619047617,
        "soft_acc": 21.427791607142858,
        "adapt_pct": 20.833822666666666,
        "stability": 91.25214056359253,
        "consistency": 85.71428571428571,
        "throughput": 65.8603731855165,
        "availability": 17.58661753132468,
        "score": 2.481897948490108,
        "zero_downtime": 3.7684237553575044,
        "weight_bytes": 9912,
        "weight_mib": 0.00945281982421875,
        "heap_bytes": 23715160,
        "heap_mib": 22.616539001464844,
        "mobile_score": 262.5563582764289,
        "mobile_throughput": 6967.272666805503,
        "mobile_availability": 1860.462577131387,
        "mobile_accuracy": 2266.8147712118066,
        "soft_acc_blocks": [
          24.997486,
          24.9972015,
          24.99768175,
          0,
          25.001408,
          24.999731,
          25.001033000000003
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 1.36629935,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.284489156499388,
        "mobile_acc_per_sec": 982.1925445687554
      },
      "started": "2026-08-18T07:12:54.652010705+10:00",
      "ended": "2026-08-18T07:12:56.96495431+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|step_tween_chain|bicameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 152,
        "total_correct": 62,
        "total_train": 10,
        "infer_ms": 437.804666,
        "train_ms": 1993.382628,
        "blocked_train": 1993382628,
        "duration": 2302414533,
        "avg_accuracy": 39.136904761904766,
        "soft_acc": 25.001485892857144,
        "adapt_pct": 25.001773125,
        "stability": 99.99906230047974,
        "consistency": 100,
        "throughput": 66.01765139223086,
        "availability": 18.007854313835516,
        "score": 2.9722672693611676,
        "zero_downtime": 4.502231155879853,
        "weight_bytes": 9932,
        "weight_mib": 0.009471893310546875,
        "heap_bytes": 24361928,
        "heap_mib": 23.23334503173828,
        "mobile_score": 313.7986431975086,
        "mobile_throughput": 6969.847445253712,
        "mobile_availability": 1901.1884660676994,
        "mobile_accuracy": 2639.544711194983,
        "soft_acc_blocks": [
          25.0020575,
          24.9992495,
          25.00181775,
          25.001977,
          25.002165,
          25.0015445,
          25.00159
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.072626117,
        "time_to_acc50_sec": 0.072626117,
        "acc_per_sec": 10.858811710279083,
        "mobile_acc_per_sec": 1146.4246222228755
      },
      "started": "2026-08-18T07:12:58.061625639+10:00",
      "ended": "2026-08-18T07:13:00.368978555+10:00"
    },
    {
      "cell": {
        "id": "int3|none|step_tween_chain|bicameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 200,
        "total_correct": 41,
        "total_train": 14,
        "infer_ms": 446.699764,
        "train_ms": 2038.536451,
        "blocked_train": 2038536451,
        "duration": 2313752744,
        "avg_accuracy": 20.6547619047619,
        "soft_acc": 24.999129230952377,
        "adapt_pct": 24.998025747619046,
        "stability": 99.9976570996498,
        "consistency": 100,
        "throughput": 86.43965977723332,
        "availability": 17.974137078152953,
        "score": 3.8840604450654164,
        "zero_downtime": 4.493377756315985,
        "weight_bytes": 5947,
        "weight_mib": 0.005671501159667969,
        "heap_bytes": 24357568,
        "heap_mib": 23.22918701171875,
        "mobile_score": 684.838164662,
        "mobile_throughput": 15241.054765524164,
        "mobile_availability": 3169.2027511117053,
        "mobile_accuracy": 4407.850501509184,
        "soft_acc_blocks": [
          25.002081,
          24.9993705,
          25.001493,
          24.99574,
          24.99597466666667,
          24.9985882,
          25.00065725
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.06792367,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.804581127253059,
        "mobile_acc_per_sec": 1905.0654884968055
      },
      "started": "2026-08-18T07:13:01.423965154+10:00",
      "ended": "2026-08-18T07:13:03.742150813+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|step_tween_chain|bicameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 192,
        "total_correct": 21,
        "total_train": 13,
        "infer_ms": 535.400353,
        "train_ms": 1988.277032,
        "blocked_train": 1988277032,
        "duration": 2096505164,
        "avg_accuracy": 13.020833333333334,
        "soft_acc": 24.998655166666666,
        "adapt_pct": 24.9980856875,
        "stability": 99.99888000279329,
        "consistency": 100,
        "throughput": 91.5809811952364,
        "availability": 21.21508700685211,
        "score": 4.856984923110081,
        "zero_downtime": 5.303486444151263,
        "weight_bytes": 5967,
        "weight_mib": 0.005690574645996094,
        "heap_bytes": 24563496,
        "heap_mib": 23.425575256347656,
        "mobile_score": 853.5139639240952,
        "mobile_throughput": 16093.450467198962,
        "mobile_availability": 3728.109782687608,
        "mobile_accuracy": 4392.993102068488,
        "soft_acc_blocks": [
          24.9987735,
          24.998065999999998,
          24.9993525,
          24.998933,
          25.00020225,
          24.99660375
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 1.089330431,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.923965462107809,
        "mobile_acc_per_sec": 2095.388638913216
      },
      "started": "2026-08-18T07:13:04.781437933+10:00",
      "ended": "2026-08-18T07:13:06.881942992+10:00"
    },
    {
      "cell": {
        "id": "float64|none|step_tween_chain|tricameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 600,
        "total_correct": 172,
        "total_train": 37,
        "infer_ms": 422.501224,
        "train_ms": 1943.846208,
        "blocked_train": 1943846208,
        "duration": 2202346670,
        "avg_accuracy": 27.498716561216558,
        "soft_acc": 24.9998314764541,
        "adapt_pct": 25.001365952755577,
        "stability": 99.99800909440839,
        "consistency": 100,
        "throughput": 272.4366731964137,
        "availability": 17.85457275996486,
        "score": 12.160519036266242,
        "zero_downtime": 4.463613100832095,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 25597200,
        "heap_mib": 24.411392211914062,
        "mobile_score": 75.74867175750826,
        "mobile_throughput": 1697.0259304819094,
        "mobile_availability": 111.21730637744103,
        "mobile_accuracy": 155.72559220995115,
        "soft_acc_blocks": [
          24.99697466666667,
          24.998491923076923,
          24.99919725,
          24.99965157142857,
          25.002984538461536,
          25.00168890909091
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.382342963,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.351451529860238,
        "mobile_acc_per_sec": 70.70893712203409
      },
      "started": "2026-08-18T07:13:07.997781064+10:00",
      "ended": "2026-08-18T07:13:10.203367785+10:00"
    },
    {
      "cell": {
        "id": "float32|none|step_tween_chain|tricameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1288,
        "total_correct": 348,
        "total_train": 62,
        "infer_ms": 543.224301,
        "train_ms": 1699.649689,
        "blocked_train": 1699649689,
        "duration": 2192501401,
        "avg_accuracy": 29.68668216988109,
        "soft_acc": 25.00167524182739,
        "adapt_pct": 25.00112015114638,
        "stability": 99.99807063756083,
        "consistency": 100,
        "throughput": 587.4568652100031,
        "availability": 24.220009836575795,
        "score": 35.57291120430429,
        "zero_downtime": 6.055408202879329,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 24936624,
        "heap_mib": 23.781417846679688,
        "mobile_score": 443.1720005104621,
        "mobile_throughput": 7318.614792966973,
        "mobile_availability": 301.7360639957858,
        "mobile_accuracy": 311.47415429111294,
        "soft_acc_blocks": [
          25.001239,
          25.001491677419356,
          25.002859714285712,
          25.005060925925928,
          25.000549233333334,
          24.998850899999997
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.087572879,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.403265343604398,
        "mobile_acc_per_sec": 142.06337754176556
      },
      "started": "2026-08-18T07:13:11.336432196+10:00",
      "ended": "2026-08-18T07:13:13.532178179+10:00"
    },
    {
      "cell": {
        "id": "float16|none|step_tween_chain|tricameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 84,
        "total_train": 20,
        "infer_ms": 467.094124,
        "train_ms": 1972.866591,
        "blocked_train": 1972866591,
        "duration": 2332305442,
        "avg_accuracy": 28.085317460317462,
        "soft_acc": 25.001069717460318,
        "adapt_pct": 25.000320225396823,
        "stability": 99.99768346664135,
        "consistency": 100,
        "throughput": 140.63338107153461,
        "availability": 19.143510021635738,
        "score": 6.730829340902572,
        "zero_downtime": 4.786082286878154,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 24078160,
        "heap_mib": 22.962722778320312,
        "mobile_score": 167.70711213207525,
        "mobile_throughput": 3504.0582689493745,
        "mobile_availability": 476.98472494170505,
        "mobile_accuracy": 622.9332211780171,
        "soft_acc_blocks": [
          25.0030655,
          25.0031515,
          25.0025965,
          25.000533166666667,
          25.002803,
          24.998167555555554,
          24.9971708
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071969084,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.71946635601098,
        "mobile_acc_per_sec": 267.08903986599586
      },
      "started": "2026-08-18T07:13:14.798201017+10:00",
      "ended": "2026-08-18T07:13:17.133697967+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|step_tween_chain|tricameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 416,
        "total_correct": 192,
        "total_train": 28,
        "infer_ms": 362.900302,
        "train_ms": 1957.882726,
        "blocked_train": 1957882726,
        "duration": 2036368996,
        "avg_accuracy": 43.70205026455026,
        "soft_acc": 25.003558336507936,
        "adapt_pct": 25.0041816031746,
        "stability": 99.99710979207504,
        "consistency": 100,
        "throughput": 204.28517661442532,
        "availability": 15.63697672818383,
        "score": 7.987143057504139,
        "zero_downtime": 3.909800598297614,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 24921328,
        "heap_mib": 23.766830444335938,
        "mobile_score": 199.00975474445062,
        "mobile_throughput": 5090.023128829191,
        "mobile_availability": 389.6150201913337,
        "mobile_accuracy": 622.9952282639993,
        "soft_acc_blocks": [
          24.9997765,
          25.0036939,
          25.004893285714285,
          25.005776333333333,
          25.007419,
          24.999791
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.380579416,
        "time_to_acc50_sec": 0.380579416,
        "acc_per_sec": 12.278500795102428,
        "mobile_acc_per_sec": 305.9343515284983
      },
      "started": "2026-08-18T07:13:18.182950996+10:00",
      "ended": "2026-08-18T07:13:20.222923428+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|step_tween_chain|tricameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 320,
        "total_correct": 102,
        "total_train": 22,
        "infer_ms": 366.871551,
        "train_ms": 2013.692795,
        "blocked_train": 2013692795,
        "duration": 2268768462,
        "avg_accuracy": 31.65509259259259,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 141.04568419375357,
        "availability": 15.411116763823028,
        "score": 5.434178770358111,
        "zero_downtime": 3.8527791909557565,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 24402624,
        "heap_mib": 23.27215576171875,
        "mobile_score": 270.7988517397123,
        "mobile_throughput": 7028.662643719673,
        "mobile_availability": 767.9748679660914,
        "mobile_accuracy": 1245.813135633495,
        "soft_acc_blocks": [
          25,
          25,
          25,
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0.385695401,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.019194077636998,
        "mobile_acc_per_sec": 549.1142690405994
      },
      "started": "2026-08-18T07:13:21.95604849+10:00",
      "ended": "2026-08-18T07:13:24.228563095+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|step_tween_chain|tricameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 61,
        "total_train": 21,
        "infer_ms": 434.080842,
        "train_ms": 2023.529446,
        "blocked_train": 2023529446,
        "duration": 2521506146,
        "avg_accuracy": 19.122023809523814,
        "soft_acc": 25.00011211309524,
        "adapt_pct": 24.99923740277778,
        "stability": 99.99826999031067,
        "consistency": 100,
        "throughput": 130.08098374867097,
        "availability": 17.66272073808962,
        "score": 5.743985982148257,
        "zero_downtime": 4.415699986745329,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 24366184,
        "heap_mib": 23.237403869628906,
        "mobile_score": 286.2373274981984,
        "mobile_throughput": 6482.2639300088595,
        "mobile_availability": 880.1779802615275,
        "mobile_accuracy": 1245.818722512164,
        "soft_acc_blocks": [
          25.001152,
          25.0028855,
          25.00188466666667,
          24.99962616666667,
          24.998169,
          24.998677125,
          24.998390333333333
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.413497313,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.914753589934435,
        "mobile_acc_per_sec": 494.07721035638673
      },
      "started": "2026-08-18T07:13:25.324587028+10:00",
      "ended": "2026-08-18T07:13:27.850674057+10:00"
    },
    {
      "cell": {
        "id": "int64|none|step_tween_chain|tricameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 288,
        "total_correct": 21,
        "total_train": 19,
        "infer_ms": 436.719333,
        "train_ms": 1996.73679,
        "blocked_train": 1996736790,
        "duration": 2084070447,
        "avg_accuracy": 9.444444444444445,
        "soft_acc": 24.99875183888889,
        "adapt_pct": 24.99813138,
        "stability": 99.99927987761575,
        "consistency": 100,
        "throughput": 138.19110597464365,
        "availability": 17.946464243686716,
        "score": 6.199794806258009,
        "zero_downtime": 4.48639206013417,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 23186440,
        "heap_mib": 22.11231231689453,
        "mobile_score": 38.61892903934273,
        "mobile_throughput": 860.801475254657,
        "mobile_availability": 111.78970446480872,
        "mobile_accuracy": 155.71886707664882,
        "soft_acc_blocks": [
          24.999102,
          24.999559,
          24.999641999999998,
          24.99775916666667,
          24.9981842,
          24.998264666666667
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.995156821533724,
        "mobile_acc_per_sec": 74.71861966125218
      },
      "started": "2026-08-18T07:13:28.979429374+10:00",
      "ended": "2026-08-18T07:13:31.067533256+10:00"
    },
    {
      "cell": {
        "id": "int32|none|step_tween_chain|tricameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 304,
        "total_correct": 60,
        "total_train": 20,
        "infer_ms": 448.472863,
        "train_ms": 1997.684068,
        "blocked_train": 1997684068,
        "duration": 2087346840,
        "avg_accuracy": 19.930555555555554,
        "soft_acc": 24.999374722222218,
        "adapt_pct": 24.9994249,
        "stability": 99.99841329316207,
        "consistency": 100,
        "throughput": 145.63942808852985,
        "availability": 18.333773165430653,
        "score": 6.675133639610475,
        "zero_downtime": 4.583328654348231,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 24124520,
        "heap_mib": 23.006935119628906,
        "mobile_score": 83.15969170335748,
        "mobile_throughput": 1814.3951257884028,
        "mobile_availability": 228.40455435218388,
        "mobile_accuracy": 311.4454941156839,
        "soft_acc_blocks": [
          24.9986115,
          24.9978035,
          25.000091833333332,
          25.000806333333333,
          25.001644,
          24.997291166666667
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          false,
          true
        ],
        "time_to_acc25_sec": 0.754646889,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.976627095773992,
        "mobile_acc_per_sec": 149.20639356499274
      },
      "started": "2026-08-18T07:13:32.33720397+10:00",
      "ended": "2026-08-18T07:13:34.428414297+10:00"
    },
    {
      "cell": {
        "id": "int16|none|step_tween_chain|tricameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 264,
        "total_correct": 55,
        "total_train": 18,
        "infer_ms": 412.552467,
        "train_ms": 1974.493703,
        "blocked_train": 1974493703,
        "duration": 2053568511,
        "avg_accuracy": 24.35515873015873,
        "soft_acc": 24.999711095238094,
        "adapt_pct": 24.997973780952385,
        "stability": 99.99735577725303,
        "consistency": 100,
        "throughput": 128.55670438355295,
        "availability": 17.282969729906814,
        "score": 5.554539886031087,
        "zero_downtime": 4.320692501154155,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 24729288,
        "heap_mib": 23.58368682861328,
        "mobile_score": 138.39837504835407,
        "mobile_throughput": 3203.152619895647,
        "mobile_availability": 430.6270142454797,
        "mobile_accuracy": 622.8993693898009,
        "soft_acc_blocks": [
          25.0022385,
          25.000995,
          25.00261157142857,
          24.998947666666666,
          24.998638,
          24.994835833333337
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          false,
          true
        ],
        "time_to_acc25_sec": 0.075903611,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.17378965509376,
        "mobile_acc_per_sec": 303.3253412550992
      },
      "started": "2026-08-18T07:13:35.592621252+10:00",
      "ended": "2026-08-18T07:13:37.650806583+10:00"
    },
    {
      "cell": {
        "id": "int8|none|step_tween_chain|tricameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1304,
        "total_correct": 486,
        "total_train": 62,
        "infer_ms": 361.68602,
        "train_ms": 1912.556173,
        "blocked_train": 1912556173,
        "duration": 2213639101,
        "avg_accuracy": 36.08858155733156,
        "soft_acc": 25.00233985814741,
        "adapt_pct": 25.00108247899878,
        "stability": 99.99832450641422,
        "consistency": 100,
        "throughput": 589.0752469139729,
        "availability": 15.90358410873085,
        "score": 23.42321141368626,
        "zero_downtime": 3.9762681484912106,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 24924368,
        "heap_mib": 23.769729614257812,
        "mobile_score": 1167.2377783156298,
        "mobile_throughput": 29355.107219278874,
        "mobile_availability": 792.51575945236,
        "mobile_accuracy": 1245.9297366741173,
        "soft_acc_blocks": [
          25.0042066,
          25.004509393939394,
          25.003141666666664,
          25.00100976923077,
          25.000794433333333,
          25.000377285714286
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.088222771,
        "time_to_acc50_sec": 0.439883281,
        "acc_per_sec": 11.294677550126726,
        "mobile_acc_per_sec": 562.8423061877047
      },
      "started": "2026-08-18T07:13:38.764034024+10:00",
      "ended": "2026-08-18T07:13:40.982076664+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|step_tween_chain|tricameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 296,
        "total_correct": 105,
        "total_train": 19,
        "infer_ms": 452.846654,
        "train_ms": 1978.387381,
        "blocked_train": 1978387381,
        "duration": 2074234155,
        "avg_accuracy": 39.23611111111111,
        "soft_acc": 25.001224729166665,
        "adapt_pct": 25.001040633333332,
        "stability": 99.99870526416167,
        "consistency": 100,
        "throughput": 142.70327160821435,
        "availability": 18.626205765501304,
        "score": 6.645376786485293,
        "zero_downtime": 4.656779561949979,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 25645544,
        "heap_mib": 24.457496643066406,
        "mobile_score": 41.388587605521515,
        "mobile_throughput": 888.7813360053158,
        "mobile_availability": 116.00731965292407,
        "mobile_accuracy": 155.71207069143898,
        "soft_acc_blocks": [
          25.000848,
          25.000136333333334,
          25.002725833333333,
          25.00207325,
          25.002420625,
          24.999144333333334
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0.074948558,
        "time_to_acc50_sec": 0.713587156,
        "acc_per_sec": 12.053231631973905,
        "mobile_acc_per_sec": 75.06966863701989
      },
      "started": "2026-08-18T07:13:42.157695475+10:00",
      "ended": "2026-08-18T07:13:44.236615462+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|step_tween_chain|tricameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 272,
        "total_correct": 120,
        "total_train": 18,
        "infer_ms": 447.599835,
        "train_ms": 2004.612355,
        "blocked_train": 2004612355,
        "duration": 2137681770,
        "avg_accuracy": 42.083333333333336,
        "soft_acc": 25.002084238888887,
        "adapt_pct": 25.003046727777775,
        "stability": 99.99874275643062,
        "consistency": 100,
        "throughput": 127.24064162272386,
        "availability": 18.252899843875255,
        "score": 5.806760785734506,
        "zero_downtime": 4.56360539500571,
        "weight_bytes": 84192,
        "weight_mib": 0.080291748046875,
        "heap_bytes": 23956688,
        "heap_mib": 22.846878051757812,
        "mobile_score": 72.32076679093436,
        "mobile_throughput": 1584.7287513087858,
        "mobile_availability": 227.33220147628444,
        "mobile_accuracy": 311.3904585100384,
        "soft_acc_blocks": [
          25.000859,
          25.000189666666667,
          25.001987,
          25.002646166666665,
          25.003933,
          25.0028906
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.068692154,
        "time_to_acc50_sec": 1.110416907,
        "acc_per_sec": 11.695886913461814,
        "mobile_acc_per_sec": 145.66735932357153
      },
      "started": "2026-08-18T07:13:45.444951959+10:00",
      "ended": "2026-08-18T07:13:47.587264976+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|step_tween_chain|tricameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 304,
        "total_correct": 98,
        "total_train": 20,
        "infer_ms": 446.135509,
        "train_ms": 1965.686896,
        "blocked_train": 1965686896,
        "duration": 2153485656,
        "avg_accuracy": 27.38095238095238,
        "soft_acc": 25.000603085978838,
        "adapt_pct": 25.000740705026455,
        "stability": 99.9992801099383,
        "consistency": 100,
        "throughput": 141.16648474207437,
        "availability": 18.49785904945186,
        "score": 6.5283518256627415,
        "zero_downtime": 4.624576320357278,
        "weight_bytes": 42108,
        "weight_mib": 0.040157318115234375,
        "heap_bytes": 35335112,
        "heap_mib": 33.69818878173828,
        "mobile_score": 162.5694177815649,
        "mobile_throughput": 3515.336465871221,
        "mobile_availability": 460.634821189276,
        "mobile_accuracy": 622.5665522343343,
        "soft_acc_blocks": [
          25.00077,
          24.99990225,
          25.001313857142858,
          25.00013444444444,
          24.99979425,
          25.001703714285714
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.762215093,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.60936596736674,
        "mobile_acc_per_sec": 289.09714373984866
      },
      "started": "2026-08-18T07:13:48.948369308+10:00",
      "ended": "2026-08-18T07:13:51.106275951+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|step_tween_chain|tricameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 616,
        "total_correct": 83,
        "total_train": 39,
        "infer_ms": 364.240184,
        "train_ms": 1945.241219,
        "blocked_train": 1945241219,
        "duration": 2180646255,
        "avg_accuracy": 15.764070998446,
        "soft_acc": 25.00052007284521,
        "adapt_pct": 25.00010516069625,
        "stability": 99.998670832463,
        "consistency": 100,
        "throughput": 282.4850654192878,
        "availability": 15.771514051892975,
        "score": 11.138274650522927,
        "zero_downtime": 3.942960536335106,
        "weight_bytes": 21066,
        "weight_mib": 0.020090103149414062,
        "heap_bytes": 23439968,
        "heap_mib": 22.354095458984375,
        "mobile_score": 554.4160011367478,
        "mobile_throughput": 14060.906672225157,
        "mobile_availability": 785.0389783764231,
        "mobile_accuracy": 1244.4196969478658,
        "soft_acc_blocks": [
          25.001396,
          25.000189153846154,
          25.000451875,
          25.001987727272727,
          25.001232214285714,
          24.99786346666667
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.072184547,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.464729786191391,
        "mobile_acc_per_sec": 570.6655511385846
      },
      "started": "2026-08-18T07:13:52.218314149+10:00",
      "ended": "2026-08-18T07:13:54.402815194+10:00"
    },
    {
      "cell": {
        "id": "int4|none|step_tween_chain|tricameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 776,
        "total_correct": 218,
        "total_train": 42,
        "infer_ms": 236.574151,
        "train_ms": 1954.730732,
        "blocked_train": 1954730732,
        "duration": 2068053228,
        "avg_accuracy": 25.621774813350903,
        "soft_acc": 24.998739661945542,
        "adapt_pct": 24.99942827566425,
        "stability": 99.99801746589756,
        "consistency": 100,
        "throughput": 375.2321214432494,
        "availability": 10.796039968483017,
        "score": 10.127041885809863,
        "zero_downtime": 2.698873925520657,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 23033120,
        "heap_mib": 21.966094970703125,
        "mobile_score": 1009.3121445162021,
        "mobile_throughput": 37397.52846444983,
        "mobile_availability": 1075.9878724448292,
        "mobile_accuracy": 2491.500659610703,
        "soft_acc_blocks": [
          24.9992275,
          24.998872318181817,
          24.996631130434782,
          24.99685275,
          25.00211461111111
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 1.735263813,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.088054274174388,
        "mobile_acc_per_sec": 1204.7565439213652
      },
      "started": "2026-08-18T07:13:55.535222908+10:00",
      "ended": "2026-08-18T07:13:57.607576915+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|step_tween_chain|tricameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 240,
        "total_correct": 63,
        "total_train": 17,
        "infer_ms": 388.677979,
        "train_ms": 2000.239761,
        "blocked_train": 2000239761,
        "duration": 2193576122,
        "avg_accuracy": 22.569444444444443,
        "soft_acc": 25.000248916666667,
        "adapt_pct": 25.000718791666667,
        "stability": 99.99788409306613,
        "consistency": 100,
        "throughput": 109.41038133711048,
        "availability": 16.270044484662748,
        "score": 4.4503237385456,
        "zero_downtime": 4.067551620018083,
        "weight_bytes": 10545,
        "weight_mib": 0.010056495666503906,
        "heap_bytes": 24374720,
        "heap_mib": 23.24554443359375,
        "mobile_score": 442.5322583659735,
        "mobile_throughput": 10879.573259453955,
        "mobile_availability": 1617.864216742506,
        "mobile_accuracy": 2485.9801809428795,
        "soft_acc_blocks": [
          25.0003935,
          24.999921666666665,
          24.99970575,
          24.998338166666667,
          24.99845975,
          25.00467466666667
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.812844274,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.397028197896597,
        "mobile_acc_per_sec": 1133.3001649727476
      },
      "started": "2026-08-18T07:13:58.773053876+10:00",
      "ended": "2026-08-18T07:14:00.971070308+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|step_tween_chain|tricameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 400,
        "total_correct": 86,
        "total_train": 24,
        "infer_ms": 376.054803,
        "train_ms": 2013.598856,
        "blocked_train": 2013598856,
        "duration": 2326403385,
        "avg_accuracy": 24.100378787878785,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 171.93922712590964,
        "availability": 15.73679104432932,
        "score": 6.764429224009799,
        "zero_downtime": 3.93419776108233,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 24908664,
        "heap_mib": 23.75475311279297,
        "mobile_score": 674.1771825867597,
        "mobile_throughput": 17136.331814730333,
        "mobile_availability": 1568.408079659601,
        "mobile_accuracy": 2491.62627126699,
        "soft_acc_blocks": [
          25,
          25,
          25,
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.09295115,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.746201695369352,
        "mobile_acc_per_sec": 1071.0207384206458
      },
      "started": "2026-08-18T07:14:02.107866132+10:00",
      "ended": "2026-08-18T07:14:04.446410969+10:00"
    },
    {
      "cell": {
        "id": "int2|none|step_tween_chain|tricameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 704,
        "total_correct": 137,
        "total_train": 48,
        "infer_ms": 215.698323,
        "train_ms": 1966.243932,
        "blocked_train": 1966243932,
        "duration": 2191513651,
        "avg_accuracy": 17.302788102420454,
        "soft_acc": 24.99726028726747,
        "adapt_pct": 24.99869652551533,
        "stability": 99.99798121607537,
        "consistency": 100,
        "throughput": 321.2391580033101,
        "availability": 9.88561097369646,
        "score": 7.938243328247615,
        "zero_downtime": 2.47113190608158,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 26039160,
        "heap_mib": 24.83287811279297,
        "mobile_score": 1582.1804668619218,
        "mobile_throughput": 64026.54843993136,
        "mobile_availability": 1970.3125664996653,
        "mobile_accuracy": 4982.232884048997,
        "soft_acc_blocks": [
          24.996552,
          24.99437175,
          24.995891294117648,
          24.9972055,
          24.999019846153846,
          25.00052133333333
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 1.8600930949999999,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.40639040777185,
        "mobile_acc_per_sec": 2273.420875920885
      },
      "started": "2026-08-18T07:14:05.630768637+10:00",
      "ended": "2026-08-18T07:14:07.826289473+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|step_tween_chain|tricameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 232,
        "total_correct": 58,
        "total_train": 17,
        "infer_ms": 388.298752,
        "train_ms": 2037.93523,
        "blocked_train": 2037935230,
        "duration": 2200918895,
        "avg_accuracy": 26.006944444444443,
        "soft_acc": 24.999149630555554,
        "adapt_pct": 24.999675449999998,
        "stability": 99.99548056666306,
        "consistency": 100,
        "throughput": 105.41051763745251,
        "availability": 16.00417580830009,
        "score": 4.217377682739891,
        "zero_downtime": 4.000907857454113,
        "weight_bytes": 5285,
        "weight_mib": 0.005040168762207031,
        "heap_bytes": 22767976,
        "heap_mib": 21.713233947753906,
        "mobile_score": 836.75326793882,
        "mobile_throughput": 20914.084946491846,
        "mobile_availability": 3175.3253836072045,
        "mobile_accuracy": 4959.982653360345,
        "soft_acc_blocks": [
          24.9965165,
          24.99597975,
          25.001237166666666,
          25.0055132,
          25.003174,
          24.992477166666664
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.817624623,
        "time_to_acc50_sec": 1.148156689,
        "acc_per_sec": 11.358505616607719,
        "mobile_acc_per_sec": 2253.596288635772
      },
      "started": "2026-08-18T07:14:08.936835299+10:00",
      "ended": "2026-08-18T07:14:11.142323775+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|step_tween_chain|tricameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 760,
        "total_correct": 260,
        "total_train": 45,
        "infer_ms": 229.447479,
        "train_ms": 1895.915031,
        "blocked_train": 1895915031,
        "duration": 2295740447,
        "avg_accuracy": 37.6191503929507,
        "soft_acc": 24.999049649655344,
        "adapt_pct": 24.99993133114829,
        "stability": 99.9970142937536,
        "consistency": 100,
        "throughput": 331.0478765111028,
        "availability": 10.795686755573758,
        "score": 8.934383295098316,
        "zero_downtime": 2.6988190920471498,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 38543488,
        "heap_mib": 36.7579345703125,
        "mobile_score": 1780.7222767612643,
        "mobile_throughput": 65981.53548004298,
        "mobile_availability": 2151.700824066244,
        "mobile_accuracy": 4982.589523937845,
        "soft_acc_blocks": [
          24.998628,
          24.993952533333335,
          24.99961205,
          25.00423469230769,
          24.998710411764705,
          24.999160210526316
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.12359134,
        "time_to_acc50_sec": 0.12359134,
        "acc_per_sec": 10.889318817518461,
        "mobile_acc_per_sec": 2170.3627387185397
      },
      "started": "2026-08-18T07:14:12.329349449+10:00",
      "ended": "2026-08-18T07:14:14.661142169+10:00"
    },
    {
      "cell": {
        "id": "binary|none|step_tween_chain|tricameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 960,
        "total_correct": 231,
        "total_train": 48,
        "infer_ms": 316.711084,
        "train_ms": 1935.470947,
        "blocked_train": 1935470947,
        "duration": 2164694256,
        "avg_accuracy": 27.370496809835046,
        "soft_acc": 25.003298118794742,
        "adapt_pct": 24.990130769996885,
        "stability": 99.98197558280151,
        "consistency": 100,
        "throughput": 443.48064274625204,
        "availability": 14.062410570755505,
        "score": 15.593074037274608,
        "zero_downtime": 3.5160664376949042,
        "weight_bytes": 2631,
        "weight_mib": 0.0025091171264648438,
        "heap_bytes": 22774976,
        "heap_mib": 21.71990966796875,
        "mobile_score": 6214.566021174177,
        "mobile_throughput": 176747.68470098593,
        "mobile_availability": 5604.525361702974,
        "mobile_accuracy": 9964.978459982256,
        "soft_acc_blocks": [
          25.0223535,
          25.024373125,
          25.01582983333333,
          24.989509722222223,
          24.98829229411765,
          24.97943023809524
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.071821524,
        "time_to_acc50_sec": 0.405272596,
        "acc_per_sec": 11.550498667186716,
        "mobile_acc_per_sec": 4603.41151290155
      },
      "started": "2026-08-18T07:14:15.818309937+10:00",
      "ended": "2026-08-18T07:14:17.986507368+10:00"
    },
    {
      "cell": {
        "id": "int|none|step_tween_chain|tricameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 256,
        "total_correct": 70,
        "total_train": 15,
        "infer_ms": 485.214786,
        "train_ms": 1987.797988,
        "blocked_train": 1987797988,
        "duration": 2232898426,
        "avg_accuracy": 25,
        "soft_acc": 24.998549188888887,
        "adapt_pct": 25.000382333333334,
        "stability": 99.99662728089218,
        "consistency": 100,
        "throughput": 114.64919183923504,
        "availability": 19.620391414929266,
        "score": 5.6233286937786024,
        "zero_downtime": 4.904813198913625,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 22974744,
        "heap_mib": 21.910423278808594,
        "mobile_score": 35.028083763470626,
        "mobile_throughput": 714.1573459154175,
        "mobile_availability": 122.21670675494767,
        "mobile_accuracy": 155.71760475648912,
        "soft_acc_blocks": [
          24.9952995,
          24.9963208,
          24.999126999999998,
          24.997928666666667,
          24.997021999999998,
          25.005597166666664
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.444500541,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.195560397107327,
        "mobile_acc_per_sec": 69.73788101747228
      },
      "started": "2026-08-18T07:14:19.141384662+10:00",
      "ended": "2026-08-18T07:14:21.378970169+10:00"
    },
    {
      "cell": {
        "id": "uint|none|step_tween_chain|tricameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 216,
        "total_correct": 87,
        "total_train": 15,
        "infer_ms": 423.512264,
        "train_ms": 1979.010948,
        "blocked_train": 1979010948,
        "duration": 2202825513,
        "avg_accuracy": 50.833333333333336,
        "soft_acc": 25.003538405555556,
        "adapt_pct": 25.00155867222222,
        "stability": 99.99678991878258,
        "consistency": 100,
        "throughput": 98.0558826494761,
        "availability": 17.62781153932926,
        "score": 4.321888166326825,
        "zero_downtime": 4.407576628295145,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 25295952,
        "heap_mib": 24.124099731445312,
        "mobile_score": 26.917487561738636,
        "mobile_throughput": 610.7094630853948,
        "mobile_availability": 109.78914298327227,
        "mobile_accuracy": 155.72648067916265,
        "soft_acc_blocks": [
          25.005659,
          25.007746,
          25.006584,
          24.999714833333332,
          25.001168999999997,
          25.0003576
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.068760483,
        "time_to_acc50_sec": 0.068760483,
        "acc_per_sec": 11.350666794985298,
        "mobile_acc_per_sec": 70.6939699763513
      },
      "started": "2026-08-18T07:14:22.879495029+10:00",
      "ended": "2026-08-18T07:14:25.087228716+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|step_tween_chain|tricameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 240,
        "total_correct": 96,
        "total_train": 15,
        "infer_ms": 469.036876,
        "train_ms": 2099.920402,
        "blocked_train": 2099920402,
        "duration": 2257372085,
        "avg_accuracy": 37.291666666666664,
        "soft_acc": 25.001476194047623,
        "adapt_pct": 25.002118721428573,
        "stability": 99.99863431296588,
        "consistency": 100,
        "throughput": 106.31831659245489,
        "availability": 18.257869837569167,
        "score": 4.853151515051244,
        "zero_downtime": 4.564736980980057,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 37684552,
        "heap_mib": 35.93878936767578,
        "mobile_score": 30.226290110752988,
        "mobile_throughput": 662.1693700359348,
        "mobile_availability": 113.71325803515637,
        "mobile_accuracy": 155.7136368594065,
        "soft_acc_blocks": [
          25.0006,
          25.00164675,
          24.999148,
          25.0013605,
          25.00304171428571,
          25.0030602
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.118591497,
        "time_to_acc50_sec": 1.504053648,
        "acc_per_sec": 11.075478588656164,
        "mobile_acc_per_sec": 68.98004892242056
      },
      "started": "2026-08-18T07:14:26.333841364+10:00",
      "ended": "2026-08-18T07:14:28.596172249+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|step_tween_chain|tricameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 248,
        "total_correct": 101,
        "total_train": 16,
        "infer_ms": 428.48804,
        "train_ms": 1987.49613,
        "blocked_train": 1987496130,
        "duration": 2206861061,
        "avg_accuracy": 38.958333333333336,
        "soft_acc": 25.00175105,
        "adapt_pct": 25.000948466666667,
        "stability": 99.99878266029745,
        "consistency": 100,
        "throughput": 112.37680721396352,
        "availability": 17.735548325219366,
        "score": 4.983009732966147,
        "zero_downtime": 4.4341976396237905,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 27244736,
        "heap_mib": 25.98260498046875,
        "mobile_score": 31.0394949015939,
        "mobile_throughput": 700.0025128385432,
        "mobile_availability": 110.47589535610459,
        "mobile_accuracy": 155.73754935964263,
        "soft_acc_blocks": [
          25.0034935,
          25.001726666666666,
          25.00252466666667,
          25.0023568,
          25.000417166666665,
          24.9999875
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.071593085,
        "time_to_acc50_sec": 0.071593085,
        "acc_per_sec": 11.329100636118387,
        "mobile_acc_per_sec": 70.56971193695034
      },
      "started": "2026-08-18T07:14:29.768768108+10:00",
      "ended": "2026-08-18T07:14:31.978933542+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|step_tween_chain|tricameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 216,
        "total_correct": 59,
        "total_train": 17,
        "infer_ms": 376.517238,
        "train_ms": 2044.288173,
        "blocked_train": 2044288173,
        "duration": 2263284403,
        "avg_accuracy": 27.708333333333332,
        "soft_acc": 25.001953808333337,
        "adapt_pct": 25.001538766666666,
        "stability": 99.9992892862945,
        "consistency": 100,
        "throughput": 95.43652565876847,
        "availability": 15.553387161525972,
        "score": 3.71119309803899,
        "zero_downtime": 3.888650673755971,
        "weight_bytes": 336672,
        "weight_mib": 0.321075439453125,
        "heap_bytes": 24749552,
        "heap_mib": 23.603012084960938,
        "mobile_score": 11.558632776023346,
        "mobile_throughput": 297.2401932122921,
        "mobile_availability": 48.44153507355603,
        "mobile_accuracy": 77.86940617730889,
        "soft_acc_blocks": [
          25.002244,
          25.00247675,
          25.0019146,
          25.002857,
          25.00158925,
          25.00064125
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.07042819,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.046757435871985,
        "mobile_acc_per_sec": 34.40548879941576
      },
      "started": "2026-08-18T07:14:33.192124425+10:00",
      "ended": "2026-08-18T07:14:35.458888097+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|step_tween_chain|tricameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 200,
        "total_correct": 24,
        "total_train": 13,
        "infer_ms": 392.177851,
        "train_ms": 2071.902835,
        "blocked_train": 2071902835,
        "duration": 2342648513,
        "avg_accuracy": 12.708333333333334,
        "soft_acc": 24.998239975,
        "adapt_pct": 24.998423624999997,
        "stability": 99.99882195246921,
        "consistency": 100,
        "throughput": 85.37345610754028,
        "availability": 15.91578771053279,
        "score": 3.3967253591068665,
        "zero_downtime": 3.978666805790545,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 23115240,
        "heap_mib": 22.044410705566406,
        "mobile_score": 338.53480564117876,
        "mobile_throughput": 8508.749844256265,
        "mobile_availability": 1586.247791498872,
        "mobile_accuracy": 2491.4508582858666,
        "soft_acc_blocks": [
          24.999983,
          24.9965115,
          24.9975072,
          24.99784175,
          24.9980974,
          24.999499
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.076867248,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.670930716357107,
        "mobile_acc_per_sec": 1063.5188524698099
      },
      "started": "2026-08-18T07:14:36.624275198+10:00",
      "ended": "2026-08-18T07:14:38.979394121+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|step_tween_chain|tricameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 104,
        "total_correct": 16,
        "total_train": 7,
        "infer_ms": 445.823285,
        "train_ms": 1999.416406,
        "blocked_train": 1999416406,
        "duration": 2191402025,
        "avg_accuracy": 16.666666666666668,
        "soft_acc": 24.998947583333333,
        "adapt_pct": 24.9977535,
        "stability": 99.99812041113944,
        "consistency": 100,
        "throughput": 47.45820201567077,
        "availability": 18.232293817285335,
        "score": 2.163088645319375,
        "zero_downtime": 4.557881574622485,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 24391536,
        "heap_mib": 23.261581420898438,
        "mobile_score": 143.71833983997016,
        "mobile_throughput": 3153.182843542263,
        "mobile_availability": 1211.3766139750214,
        "mobile_accuracy": 1660.961631044312,
        "soft_acc_blocks": [
          24.999112,
          24.99987,
          25.002286,
          24.9975235,
          24.9962975,
          24.9985965
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.802671833,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.407741390278826,
        "mobile_acc_per_sec": 757.9447367921056
      },
      "started": "2026-08-18T07:14:40.05318231+10:00",
      "ended": "2026-08-18T07:14:42.250852613+10:00"
    },
    {
      "cell": {
        "id": "int6|none|step_tween_chain|tricameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 104,
        "total_correct": 34,
        "total_train": 7,
        "infer_ms": 457.212495,
        "train_ms": 1989.010723,
        "blocked_train": 1989010723,
        "duration": 2242589172,
        "avg_accuracy": 25.347222222222225,
        "soft_acc": 20.835350138888888,
        "adapt_pct": 20.834772805555556,
        "stability": 90.68214802205499,
        "consistency": 83.33333333333334,
        "throughput": 46.37496751455821,
        "availability": 18.69054678394439,
        "score": 1.805952936225073,
        "zero_downtime": 3.89424086530765,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 37061128,
        "heap_mib": 35.34424591064453,
        "mobile_score": 119.98979255196693,
        "mobile_throughput": 3081.21137603253,
        "mobile_availability": 1241.8235194855706,
        "mobile_accuracy": 1384.326961553387,
        "soft_acc_blocks": [
          25.001836,
          25.003388666666666,
          25.0051155,
          0,
          25.001628333333333,
          25.000132333333337
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.487481438,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.290756594667481,
        "mobile_acc_per_sec": 617.289594918898
      },
      "started": "2026-08-18T07:14:43.498445488+10:00",
      "ended": "2026-08-18T07:14:45.749858926+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|step_tween_chain|tricameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 72,
        "total_correct": 18,
        "total_train": 7,
        "infer_ms": 307.06029,
        "train_ms": 1997.325346,
        "blocked_train": 1997325346,
        "duration": 2296097983,
        "avg_accuracy": 14.930555555555557,
        "soft_acc": 16.66660461111111,
        "adapt_pct": 12.499517250000002,
        "stability": 88.21493080531548,
        "consistency": 66.66666666666666,
        "throughput": 31.35754681772219,
        "availability": 13.325039229675186,
        "score": 0.6963983095548473,
        "zero_downtime": 2.220831602685409,
        "weight_bytes": 15806,
        "weight_mib": 0.015073776245117188,
        "heap_bytes": 23762552,
        "heap_mib": 22.66173553466797,
        "mobile_score": 46.19932644817054,
        "mobile_throughput": 2080.2714799405203,
        "mobile_availability": 883.9881269958173,
        "mobile_accuracy": 1105.6688344110114,
        "soft_acc_blocks": [
          25.000354,
          25.001767666666666,
          0,
          24.9979085,
          0,
          24.9995975
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.420346474,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.258664366463629,
        "mobile_acc_per_sec": 481.5425311102724
      },
      "started": "2026-08-18T07:14:47.013430015+10:00",
      "ended": "2026-08-18T07:14:49.31581388+10:00"
    },
    {
      "cell": {
        "id": "int5|none|step_tween_chain|tricameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 112,
        "total_correct": 9,
        "total_train": 8,
        "infer_ms": 426.474593,
        "train_ms": 1962.305982,
        "blocked_train": 1962305982,
        "duration": 2228956813,
        "avg_accuracy": 6.597222222222222,
        "soft_acc": 24.998471541666664,
        "adapt_pct": 24.997980250000005,
        "stability": 99.99892647408802,
        "consistency": 100,
        "throughput": 50.24772097277957,
        "availability": 17.85323430135478,
        "score": 2.2425737234874794,
        "zero_downtime": 4.4630356960912465,
        "weight_bytes": 13152,
        "weight_mib": 0.012542724609375,
        "heap_bytes": 36351944,
        "heap_mib": 34.66791534423828,
        "mobile_score": 178.79478289838863,
        "mobile_throughput": 4006.1248682142113,
        "mobile_availability": 1423.3936291649477,
        "mobile_accuracy": 1993.0654877793995,
        "soft_acc_blocks": [
          24.997518,
          24.999664,
          24.9997085,
          24.999057,
          24.9968995,
          24.99798225
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.215323417603903,
        "mobile_acc_per_sec": 894.1696295572864
      },
      "started": "2026-08-18T07:14:50.58629324+10:00",
      "ended": "2026-08-18T07:14:52.825715672+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|step_tween_chain|tricameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 136,
        "total_correct": 50,
        "total_train": 8,
        "infer_ms": 521.600679,
        "train_ms": 2050.466073,
        "blocked_train": 2050466073,
        "duration": 2231437998,
        "avg_accuracy": 41.145833333333336,
        "soft_acc": 25.001524708333335,
        "adapt_pct": 25.002763562500004,
        "stability": 99.99801317305727,
        "consistency": 100,
        "throughput": 60.94724573207702,
        "availability": 20.279437872069657,
        "score": 3.090128158516453,
        "zero_downtime": 5.070168670296603,
        "weight_bytes": 13176,
        "weight_mib": 0.01256561279296875,
        "heap_bytes": 27236528,
        "heap_mib": 25.974777221679688,
        "mobile_score": 245.91941590350243,
        "mobile_throughput": 4850.32021408306,
        "mobile_availability": 1613.8837163132448,
        "mobile_accuracy": 1989.6781096361062,
        "soft_acc_blocks": [
          25.002099,
          25.000011,
          24.99816,
          25.00220075,
          25.0045015,
          25.002176000000002
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.079853546,
        "time_to_acc50_sec": 0.079853546,
        "acc_per_sec": 11.204221103495493,
        "mobile_acc_per_sec": 891.6573579097519
      },
      "started": "2026-08-18T07:14:53.991931024+10:00",
      "ended": "2026-08-18T07:14:56.229380009+10:00"
    },
    {
      "cell": {
        "id": "int3|none|step_tween_chain|tricameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 152,
        "total_correct": 25,
        "total_train": 10,
        "infer_ms": 455.933947,
        "train_ms": 1984.277719,
        "blocked_train": 1984277719,
        "duration": 2483962940,
        "avg_accuracy": 15.625,
        "soft_acc": 24.9969395,
        "adapt_pct": 24.997716350000005,
        "stability": 99.99881836189797,
        "consistency": 100,
        "throughput": 61.192539370172724,
        "availability": 18.684196676568135,
        "score": 2.8579836846278295,
        "zero_downtime": 4.670477339302747,
        "weight_bytes": 7891,
        "weight_mib": 0.007525444030761719,
        "heap_bytes": 25433464,
        "heap_mib": 24.25524139404297,
        "mobile_score": 379.7760866927273,
        "mobile_throughput": 8131.419105641647,
        "mobile_availability": 2482.8032206728058,
        "mobile_accuracy": 3321.6564229060955,
        "soft_acc_blocks": [
          24.9956835,
          24.9950195,
          24.99756925,
          24.99814775,
          24.998034,
          24.997183000000003
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 1.121892558,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.06333029268142,
        "mobile_acc_per_sec": 1337.240733110976
      },
      "started": "2026-08-18T07:14:57.475898016+10:00",
      "ended": "2026-08-18T07:14:59.965577203+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|step_tween_chain|tricameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "step_tween_chain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 152,
        "total_correct": 32,
        "total_train": 10,
        "infer_ms": 445.998327,
        "train_ms": 2049.245066,
        "blocked_train": 2049245066,
        "duration": 2218937723,
        "avg_accuracy": 21.180555555555554,
        "soft_acc": 24.99906138888889,
        "adapt_pct": 25.000537444444447,
        "stability": 99.99714912300584,
        "consistency": 100,
        "throughput": 68.50124653092844,
        "availability": 17.873940804779842,
        "score": 3.060853141523194,
        "zero_downtime": 4.468317434400574,
        "weight_bytes": 7915,
        "weight_mib": 0.007548332214355469,
        "heap_bytes": 25136048,
        "heap_mib": 23.971603393554688,
        "mobile_score": 405.50058669940927,
        "mobile_throughput": 9075.017445662012,
        "mobile_availability": 2367.932451460875,
        "mobile_accuracy": 3311.865545788447,
        "soft_acc_blocks": [
          24.9948045,
          24.9975865,
          24.997242,
          25.003488,
          25.00120766666667,
          25.000039666666666
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.416864853,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.266229389750608,
        "mobile_acc_per_sec": 1492.5455146667257
      },
      "started": "2026-08-18T07:15:01.144986598+10:00",
      "ended": "2026-08-18T07:15:03.369049317+10:00"
    },
    {
      "cell": {
        "id": "float64|none|MeshBP|cnn|simd",
        "dtype": 0,
        "format": 0,
        "mode": "MeshBP",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6760,
        "total_correct": 5673,
        "total_train": 251,
        "infer_ms": 845.062443,
        "train_ms": 1654.213531,
        "blocked_train": 1654213531,
        "duration": 2326490041,
        "avg_accuracy": 77.84990722696027,
        "soft_acc": 33.96948242581246,
        "adapt_pct": 37.04913292649305,
        "stability": 95.10001536128968,
        "consistency": 100,
        "throughput": 2905.664705572664,
        "availability": 33.81229011086393,
        "score": 333.7405786107494,
        "zero_downtime": 11.485859946974644,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 41599304,
        "heap_mib": 39.67218780517578,
        "mobile_score": 142954.395815909,
        "mobile_throughput": 1244612.040159543,
        "mobile_availability": 14483.15192618025,
        "mobile_accuracy": 14550.483661817289,
        "soft_acc_blocks": [
          25.220147,
          30.459458464052286,
          35.226726792899406,
          38.753053829787234,
          34.6923765375,
          39.46513193063584
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.120403729,
        "time_to_acc50_sec": 0.472157056,
        "acc_per_sec": 14.601172507581973,
        "mobile_acc_per_sec": 6254.264323247661
      },
      "started": "2026-08-18T07:15:04.743698901+10:00",
      "ended": "2026-08-18T07:15:07.070444151+10:00"
    },
    {
      "cell": {
        "id": "float32|none|MeshBP|cnn|simd",
        "dtype": 1,
        "format": 0,
        "mode": "MeshBP",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 11256,
        "total_correct": 9787,
        "total_train": 283,
        "infer_ms": 958.161809,
        "train_ms": 1562.521848,
        "blocked_train": 1562521848,
        "duration": 2320851336,
        "avg_accuracy": 80.19320912755053,
        "soft_acc": 34.145475654386416,
        "adapt_pct": 37.41345046227477,
        "stability": 94.76626755482964,
        "consistency": 100,
        "throughput": 4849.94442573809,
        "availability": 38.01198164391479,
        "score": 629.4923258015236,
        "zero_downtime": 12.979371937972758,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 25844552,
        "heap_mib": 24.64728546142578,
        "mobile_score": 539273.3210944922,
        "mobile_throughput": 4154849.12268198,
        "mobile_availability": 32564.09449693594,
        "mobile_accuracy": 29251.737156678017,
        "soft_acc_blocks": [
          25.22644894736842,
          30.40675725403226,
          34.89942895652174,
          39.09916371966528,
          34.33683774454829,
          40.90421730418251
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.070251884,
        "time_to_acc50_sec": 0.422676095,
        "acc_per_sec": 14.71247861710795,
        "mobile_acc_per_sec": 12603.882335304399
      },
      "started": "2026-08-18T07:15:08.2785306+10:00",
      "ended": "2026-08-18T07:15:10.59969006+10:00"
    },
    {
      "cell": {
        "id": "float16|none|MeshBP|cnn|simd",
        "dtype": 2,
        "format": 0,
        "mode": "MeshBP",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6064,
        "total_correct": 5061,
        "total_train": 232,
        "infer_ms": 783.707221,
        "train_ms": 1764.125725,
        "blocked_train": 1764125725,
        "duration": 2255987874,
        "avg_accuracy": 74.25525451296225,
        "soft_acc": 33.03550507536945,
        "adapt_pct": 36.40932518236361,
        "stability": 95.1517815893247,
        "consistency": 100,
        "throughput": 2687.9577101840396,
        "availability": 30.759756923246883,
        "score": 273.1406143414156,
        "zero_downtime": 10.16164105955053,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 25451696,
        "heap_mib": 24.272628784179688,
        "mobile_score": 467988.0601693859,
        "mobile_throughput": 4605437.816852842,
        "mobile_availability": 52702.521038481245,
        "mobile_accuracy": 56601.69570246829,
        "soft_acc_blocks": [
          25.065089320000002,
          28.31697935114504,
          34.69921528104575,
          36.50675718691589,
          34.37420685987261,
          39.25078245323741
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.421888385,
        "time_to_acc50_sec": 0.421888385,
        "acc_per_sec": 14.643476348476796,
        "mobile_acc_per_sec": 25089.538979706544
      },
      "started": "2026-08-18T07:15:11.911988314+10:00",
      "ended": "2026-08-18T07:15:14.168255199+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|MeshBP|cnn|simd",
        "dtype": 3,
        "format": 0,
        "mode": "MeshBP",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7384,
        "total_correct": 5853,
        "total_train": 249,
        "infer_ms": 813.667749,
        "train_ms": 1682.767271,
        "blocked_train": 1682767271,
        "duration": 2041347529,
        "avg_accuracy": 67.45165875376992,
        "soft_acc": 31.241225048441386,
        "adapt_pct": 33.1788662146895,
        "stability": 95.52465815229421,
        "consistency": 100,
        "throughput": 3617.218477060209,
        "availability": 32.59318758475035,
        "score": 368.32367235237007,
        "zero_downtime": 10.182511083812516,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 24900952,
        "heap_mib": 23.747398376464844,
        "mobile_score": 631070.8546741157,
        "mobile_throughput": 6197595.558499813,
        "mobile_availability": 55843.84683801828,
        "mobile_accuracy": 53527.44901371646,
        "soft_acc_blocks": [
          24.90478357142857,
          29.20893956544503,
          32.98707668125,
          38.48226267065868,
          30.62306275342466
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.557852674,
        "time_to_acc50_sec": 0.557852674,
        "acc_per_sec": 15.304216751248429,
        "mobile_acc_per_sec": 26221.624810714173
      },
      "started": "2026-08-18T07:15:15.397280113+10:00",
      "ended": "2026-08-18T07:15:17.438891756+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|MeshBP|cnn|simd",
        "dtype": 4,
        "format": 0,
        "mode": "MeshBP",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5520,
        "total_correct": 2410,
        "total_train": 206,
        "infer_ms": 988.835195,
        "train_ms": 1714.546787,
        "blocked_train": 1714546787,
        "duration": 2194316486,
        "avg_accuracy": 37.29459104861637,
        "soft_acc": 25.497233717849532,
        "adapt_pct": 25.69951159657021,
        "stability": 99.64761176155308,
        "consistency": 100,
        "throughput": 2515.589722457201,
        "availability": 36.57770901722315,
        "score": 234.611543821281,
        "zero_downtime": 9.32630395675631,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 25444064,
        "heap_mib": 24.265350341796875,
        "mobile_score": 803947.8240978548,
        "mobile_throughput": 8620218.983056476,
        "mobile_availability": 125341.52879229994,
        "mobile_accuracy": 87371.85406185553,
        "soft_acc_blocks": [
          24.998602433333335,
          25.407943503649637,
          25.661687321678322,
          26.060801387323945,
          25.35713394326241
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0.459965753,
        "time_to_acc50_sec": 0.809933866,
        "acc_per_sec": 11.619670125310051,
        "mobile_acc_per_sec": 39817.343860513436
      },
      "started": "2026-08-18T07:15:18.747203959+10:00",
      "ended": "2026-08-18T07:15:20.94178883+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|MeshBP|cnn|simd",
        "dtype": 5,
        "format": 0,
        "mode": "MeshBP",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5784,
        "total_correct": 3026,
        "total_train": 212,
        "infer_ms": 714.000815,
        "train_ms": 1770.103612,
        "blocked_train": 1770103612,
        "duration": 2074391708,
        "avg_accuracy": 51.218858069487,
        "soft_acc": 25.696233526268507,
        "adapt_pct": 25.807115040224044,
        "stability": 99.53912415217891,
        "consistency": 100,
        "throughput": 2788.2872736589247,
        "availability": 28.742785820090646,
        "score": 205.93769414834352,
        "zero_downtime": 7.385813366285683,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 26173496,
        "heap_mib": 24.96099090576172,
        "mobile_score": 705690.5999323316,
        "mobile_throughput": 9554676.850536538,
        "mobile_availability": 98493.44896760579,
        "mobile_accuracy": 88053.77047725662,
        "soft_acc_blocks": [
          24.999644615384618,
          25.677541293333334,
          26.101785353535355,
          26.277717930817612,
          25.424478438271606
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.071382976,
        "time_to_acc50_sec": 0.423444733,
        "acc_per_sec": 12.387358389049494,
        "mobile_acc_per_sec": 42447.995784823404
      },
      "started": "2026-08-18T07:15:22.24110499+10:00",
      "ended": "2026-08-18T07:15:24.315786802+10:00"
    },
    {
      "cell": {
        "id": "int64|none|MeshBP|cnn|simd",
        "dtype": 6,
        "format": 0,
        "mode": "MeshBP",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4632,
        "total_correct": 3701,
        "total_train": 217,
        "infer_ms": 779.553987,
        "train_ms": 1725.527031,
        "blocked_train": 1725527031,
        "duration": 2037133180,
        "avg_accuracy": 70.60848545861026,
        "soft_acc": 31.514675833817336,
        "adapt_pct": 33.31215952971945,
        "stability": 95.87163606618094,
        "consistency": 100,
        "throughput": 2273.7835922931654,
        "availability": 31.118913176803293,
        "score": 222.99051648971783,
        "zero_downtime": 9.807024610676626,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 26520032,
        "heap_mib": 25.291473388671875,
        "mobile_score": 95515.72868411861,
        "mobile_throughput": 973952.1666962411,
        "mobile_availability": 13329.471202320135,
        "mobile_accuracy": 13498.99212709185,
        "soft_acc_blocks": [
          25.23873788235294,
          29.737805871559637,
          34.92775668468468,
          37.017276026785716,
          30.651802703703705
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.072012766,
        "time_to_acc50_sec": 0.462200279,
        "acc_per_sec": 15.470110714026726,
        "mobile_acc_per_sec": 6626.465201009513
      },
      "started": "2026-08-18T07:15:25.592209637+10:00",
      "ended": "2026-08-18T07:15:27.629660213+10:00"
    },
    {
      "cell": {
        "id": "int32|none|MeshBP|cnn|simd",
        "dtype": 7,
        "format": 0,
        "mode": "MeshBP",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4768,
        "total_correct": 3801,
        "total_train": 222,
        "infer_ms": 760.656442,
        "train_ms": 1695.774122,
        "blocked_train": 1695774122,
        "duration": 2113849997,
        "avg_accuracy": 72.51425291873608,
        "soft_acc": 28.77013478935944,
        "adapt_pct": 29.526229650455175,
        "stability": 97.98823835215781,
        "consistency": 100,
        "throughput": 2255.599974816945,
        "availability": 30.965924832060505,
        "score": 200.95001034348218,
        "zero_downtime": 8.908938312955533,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 37033944,
        "heap_mib": 35.318321228027344,
        "mobile_score": 172149.8023251039,
        "mobile_throughput": 1932326.7967268408,
        "mobile_availability": 26527.88038946297,
        "mobile_accuracy": 24646.79154974458,
        "soft_acc_blocks": [
          25.43006429411765,
          28.565785689320386,
          30.298511063636365,
          31.30621826126126,
          28.250094638461537
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.152576465,
        "time_to_acc50_sec": 0.507683372,
        "acc_per_sec": 13.610301029018304,
        "mobile_acc_per_sec": 11659.669127290766
      },
      "started": "2026-08-18T07:15:28.911233091+10:00",
      "ended": "2026-08-18T07:15:31.025837255+10:00"
    },
    {
      "cell": {
        "id": "int16|none|MeshBP|cnn|simd",
        "dtype": 8,
        "format": 0,
        "mode": "MeshBP",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4672,
        "total_correct": 3742,
        "total_train": 223,
        "infer_ms": 828.786298,
        "train_ms": 1722.207067,
        "blocked_train": 1722207067,
        "duration": 2352693739,
        "avg_accuracy": 77.32768308000233,
        "soft_acc": 28.037801585855448,
        "adapt_pct": 28.924326372094523,
        "stability": 98.5979932965,
        "consistency": 100,
        "throughput": 1985.8088294933825,
        "availability": 32.48876729242296,
        "score": 180.8900291855853,
        "zero_downtime": 9.109136111139852,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 27586040,
        "heap_mib": 26.30809783935547,
        "mobile_score": 309929.6458223926,
        "mobile_throughput": 3402404.377769368,
        "mobile_availability": 55664.937340555065,
        "mobile_accuracy": 48038.83306485288,
        "soft_acc_blocks": [
          25.485458842105263,
          27.419943589285715,
          28.542431943925234,
          28.55442399099099,
          28.095664640350876,
          30.128886508474576
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.071013131,
        "time_to_acc50_sec": 0.071013131,
        "acc_per_sec": 11.917318910268689,
        "mobile_acc_per_sec": 20418.6512968201
      },
      "started": "2026-08-18T07:15:32.265810362+10:00",
      "ended": "2026-08-18T07:15:34.618874674+10:00"
    },
    {
      "cell": {
        "id": "int8|none|MeshBP|cnn|simd",
        "dtype": 9,
        "format": 0,
        "mode": "MeshBP",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7960,
        "total_correct": 6460,
        "total_train": 256,
        "infer_ms": 853.607284,
        "train_ms": 1680.355512,
        "blocked_train": 1680355512,
        "duration": 2110753052,
        "avg_accuracy": 73.40708687973259,
        "soft_acc": 27.958258873420345,
        "adapt_pct": 28.717386808761585,
        "stability": 98.64725926824234,
        "consistency": 100,
        "throughput": 3771.165931731174,
        "availability": 33.68665417453903,
        "score": 355.1760244480528,
        "zero_downtime": 9.418201979911483,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 24431664,
        "heap_mib": 23.299850463867188,
        "mobile_score": 1217088.4150707235,
        "mobile_throughput": 12922725.777878914,
        "mobile_availability": 115434.69636510273,
        "mobile_accuracy": 95805.09560933206,
        "soft_acc_blocks": [
          25.504928642857145,
          28.060900378531073,
          28.863996647619047,
          29.47315797206704,
          27.8883107260274
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0.072098911,
        "time_to_acc50_sec": 0.072098911,
        "acc_per_sec": 13.245632333412512,
        "mobile_acc_per_sec": 45389.05937790967
      },
      "started": "2026-08-18T07:15:35.878008024+10:00",
      "ended": "2026-08-18T07:15:37.989043837+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|MeshBP|cnn|simd",
        "dtype": 10,
        "format": 0,
        "mode": "MeshBP",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5880,
        "total_correct": 4712,
        "total_train": 243,
        "infer_ms": 786.372598,
        "train_ms": 1769.301232,
        "blocked_train": 1769301232,
        "duration": 2317156188,
        "avg_accuracy": 76.67485991735556,
        "soft_acc": 28.971402917310872,
        "adapt_pct": 29.68070191621231,
        "stability": 98.40909347994486,
        "consistency": 100,
        "throughput": 2537.593292351685,
        "availability": 30.76967760005587,
        "score": 226.21140103462912,
        "zero_downtime": 8.914407273869736,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 26735624,
        "heap_mib": 25.49707794189453,
        "mobile_score": 96579.74187755997,
        "mobile_throughput": 1083411.8176388275,
        "mobile_availability": 13136.948476855125,
        "mobile_accuracy": 12369.18476605137,
        "soft_acc_blocks": [
          25.975480727272725,
          28.375777592307692,
          30.492341406779662,
          30.377765464516127,
          28.483812535211268,
          30.123239777777776
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.072249067,
        "time_to_acc50_sec": 0.072249067,
        "acc_per_sec": 12.502999611052058,
        "mobile_acc_per_sec": 5338.088485406564
      },
      "started": "2026-08-18T07:15:39.243984058+10:00",
      "ended": "2026-08-18T07:15:41.561409622+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|MeshBP|cnn|simd",
        "dtype": 11,
        "format": 0,
        "mode": "MeshBP",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5784,
        "total_correct": 4569,
        "total_train": 238,
        "infer_ms": 800.306409,
        "train_ms": 1779.007313,
        "blocked_train": 1779007313,
        "duration": 2065755303,
        "avg_accuracy": 68.10517978299482,
        "soft_acc": 28.247866544060354,
        "adapt_pct": 29.16796514936773,
        "stability": 98.21706392428972,
        "consistency": 100,
        "throughput": 2799.944403676547,
        "availability": 31.027881648279774,
        "score": 245.4071359256634,
        "zero_downtime": 8.764714599455065,
        "weight_bytes": 1232,
        "weight_mib": 0.0011749267578125,
        "heap_bytes": 24404800,
        "heap_mib": 23.27423095703125,
        "mobile_score": 208870.1566236919,
        "mobile_throughput": 2383079.953757743,
        "mobile_availability": 26408.35391820342,
        "mobile_accuracy": 24042.23612768233,
        "soft_acc_blocks": [
          24.95940918181818,
          28.242626960000003,
          29.107452113636366,
          30.29528044585987,
          28.634564018987344
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.069361621,
        "time_to_acc50_sec": 0.481872287,
        "acc_per_sec": 13.67435267044325,
        "mobile_acc_per_sec": 11638.472423508687
      },
      "started": "2026-08-18T07:15:42.815944525+10:00",
      "ended": "2026-08-18T07:15:44.881964984+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|MeshBP|cnn|simd",
        "dtype": 12,
        "format": 0,
        "mode": "MeshBP",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6360,
        "total_correct": 4831,
        "total_train": 231,
        "infer_ms": 856.319791,
        "train_ms": 1747.647652,
        "blocked_train": 1747647652,
        "duration": 2012125486,
        "avg_accuracy": 64.96052263010468,
        "soft_acc": 27.333788651980047,
        "adapt_pct": 28.38196382865927,
        "stability": 98.52166655255617,
        "consistency": 100,
        "throughput": 3160.8366596674578,
        "availability": 32.88519575396243,
        "score": 284.1203344160222,
        "zero_downtime": 8.988769905178007,
        "weight_bytes": 620,
        "weight_mib": 0.000591278076171875,
        "heap_bytes": 23790408,
        "heap_mib": 22.68830108642578,
        "mobile_score": 480518.97383970144,
        "mobile_throughput": 5345770.098786233,
        "mobile_availability": 55617.14035952727,
        "mobile_accuracy": 46228.31414441714,
        "soft_acc_blocks": [
          24.94763284,
          26.458097555555554,
          27.834634464052286,
          29.16393595,
          28.2646424502924
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.082057706,
        "time_to_acc50_sec": 0.454161209,
        "acc_per_sec": 13.584534782827182,
        "mobile_acc_per_sec": 22974.866361996443
      },
      "started": "2026-08-18T07:15:46.149121071+10:00",
      "ended": "2026-08-18T07:15:48.161904317+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|MeshBP|cnn|simd",
        "dtype": 13,
        "format": 0,
        "mode": "MeshBP",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7264,
        "total_correct": 6109,
        "total_train": 255,
        "infer_ms": 751.217464,
        "train_ms": 1679.096692,
        "blocked_train": 1679096692,
        "duration": 2141758515,
        "avg_accuracy": 75.74842918369632,
        "soft_acc": 28.94638343481595,
        "adapt_pct": 29.91712087559732,
        "stability": 98.0982998124347,
        "consistency": 100,
        "throughput": 3391.605519075058,
        "availability": 30.910302774864796,
        "score": 303.4610128850694,
        "zero_downtime": 8.947414762074919,
        "weight_bytes": 314,
        "weight_mib": 0.0002994537353515625,
        "heap_bytes": 27586560,
        "heap_mib": 26.30859375,
        "mobile_score": 1013381.9587483265,
        "mobile_throughput": 11325974.996081682,
        "mobile_availability": 103222.29822438417,
        "mobile_accuracy": 96663.9584603362,
        "soft_acc_blocks": [
          25.659955647058823,
          28.58052237614679,
          29.869516374358977,
          31.444878425000002,
          29.17704435151515
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.071194796,
        "time_to_acc50_sec": 0.438320072,
        "acc_per_sec": 13.515241439259997,
        "mobile_acc_per_sec": 45132.98664781366
      },
      "started": "2026-08-18T07:15:49.526708407+10:00",
      "ended": "2026-08-18T07:15:51.668755463+10:00"
    },
    {
      "cell": {
        "id": "int4|none|MeshBP|cnn|simd",
        "dtype": 14,
        "format": 0,
        "mode": "MeshBP",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7352,
        "total_correct": 2556,
        "total_train": 266,
        "infer_ms": 737.854089,
        "train_ms": 1727.625916,
        "blocked_train": 1727625916,
        "duration": 2063726475,
        "avg_accuracy": 29.57571277802946,
        "soft_acc": 25.00518239836776,
        "adapt_pct": 25.10956314789425,
        "stability": 99.85684757649494,
        "consistency": 100,
        "throughput": 3562.4876111549615,
        "availability": 29.92740105389742,
        "score": 266.5952413775385,
        "zero_downtime": 7.483401220618085,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 25443112,
        "heap_mib": 24.264442443847656,
        "mobile_score": 1827093.933481659,
        "mobile_throughput": 24415287.64283938,
        "mobile_availability": 205105.58488556562,
        "mobile_accuracy": 171371.46495784886,
        "soft_acc_blocks": [
          24.906039285714286,
          24.961070444444445,
          24.998339314136125,
          24.88101261764706,
          25.279450329896907
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.870289727,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.116519655720246,
        "mobile_acc_per_sec": 83039.8151275589
      },
      "started": "2026-08-18T07:15:52.959254128+10:00",
      "ended": "2026-08-18T07:15:55.023270499+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|MeshBP|cnn|simd",
        "dtype": 15,
        "format": 0,
        "mode": "MeshBP",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4496,
        "total_correct": 1485,
        "total_train": 195,
        "infer_ms": 637.469881,
        "train_ms": 1805.260813,
        "blocked_train": 1805260813,
        "duration": 2254813888,
        "avg_accuracy": 32.12849730883828,
        "soft_acc": 25.203075201907502,
        "adapt_pct": 25.250220016302592,
        "stability": 99.93136159429203,
        "consistency": 100,
        "throughput": 1993.9561415367687,
        "availability": 26.096609117239023,
        "score": 131.14544690200762,
        "zero_downtime": 6.577148020965601,
        "weight_bytes": 161,
        "weight_mib": 0.00015354156494140625,
        "heap_bytes": 23974320,
        "heap_mib": 22.863693237304688,
        "mobile_score": 854136.4480168916,
        "mobile_throughput": 12986425.807876142,
        "mobile_availability": 169964.45963800015,
        "mobile_accuracy": 164144.96759574758,
        "soft_acc_blocks": [
          25.1426287826087,
          25.163669031496063,
          25.167056309352517,
          25.208474364341086,
          25.33354752173913
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0.078615103,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.177452532130005,
        "mobile_acc_per_sec": 72797.5681138556
      },
      "started": "2026-08-18T07:15:56.35819418+10:00",
      "ended": "2026-08-18T07:15:58.613278953+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|MeshBP|cnn|simd",
        "dtype": 16,
        "format": 0,
        "mode": "MeshBP",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5648,
        "total_correct": 1359,
        "total_train": 220,
        "infer_ms": 657.020649,
        "train_ms": 1703.303737,
        "blocked_train": 1703303737,
        "duration": 2281405214,
        "avg_accuracy": 23.885301238919066,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 2475.6671744855585,
        "availability": 27.83603189871038,
        "score": 172.2818760989255,
        "zero_downtime": 6.959007974677595,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 25472312,
        "heap_mib": 24.29228973388672,
        "mobile_score": 1180723.140603313,
        "mobile_throughput": 16966831.26244032,
        "mobile_availability": 190772.51623674599,
        "mobile_accuracy": 171335.9477124183,
        "soft_acc_blocks": [
          25,
          25,
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.958158527290891,
        "mobile_acc_per_sec": 75101.05905825211
      },
      "started": "2026-08-18T07:15:59.880992518+10:00",
      "ended": "2026-08-18T07:16:02.162772576+10:00"
    },
    {
      "cell": {
        "id": "int2|none|MeshBP|cnn|simd",
        "dtype": 17,
        "format": 0,
        "mode": "MeshBP",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7992,
        "total_correct": 1362,
        "total_train": 269,
        "infer_ms": 805.869611,
        "train_ms": 1660.868803,
        "blocked_train": 1660868803,
        "duration": 2039995786,
        "avg_accuracy": 17.771927497405613,
        "soft_acc": 24.741352415211544,
        "adapt_pct": 24.916333716819523,
        "stability": 99.76024533003363,
        "consistency": 100,
        "throughput": 3917.655151470004,
        "availability": 32.66943938709831,
        "score": 316.65862547835997,
        "zero_downtime": 8.08286113083592,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 29676312,
        "heap_mib": 28.301536560058594,
        "mobile_score": 4312216.03726749,
        "mobile_throughput": 53350119.06633521,
        "mobile_availability": 444888.1827891688,
        "mobile_accuracy": 336924.5240276995,
        "soft_acc_blocks": [
          24.64823212903226,
          24.61320893956044,
          24.60649692265193,
          24.618810225,
          25.220013859813083
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.075524688,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.128138981955498,
        "mobile_acc_per_sec": 165159.4215732853
      },
      "started": "2026-08-18T07:16:03.606964243+10:00",
      "ended": "2026-08-18T07:16:05.647224196+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|MeshBP|cnn|simd",
        "dtype": 18,
        "format": 0,
        "mode": "MeshBP",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5048,
        "total_correct": 1739,
        "total_train": 243,
        "infer_ms": 738.901008,
        "train_ms": 1767.640236,
        "blocked_train": 1767640236,
        "duration": 2429182279,
        "avg_accuracy": 37.47143786603957,
        "soft_acc": 25.06001101250089,
        "adapt_pct": 24.868765550018704,
        "stability": 99.74416096058948,
        "consistency": 100,
        "throughput": 2078.0655464348547,
        "availability": 29.47890882580666,
        "score": 153.51538403376694,
        "zero_downtime": 7.387417798112246,
        "weight_bytes": 85,
        "weight_mib": 0.00008106231689453125,
        "heap_bytes": 26046560,
        "heap_mib": 24.839935302734375,
        "mobile_score": 1893794.674454014,
        "mobile_throughput": 25635407.746099696,
        "mobile_availability": 363657.36824622407,
        "mobile_accuracy": 309145.0130287545,
        "soft_acc_blocks": [
          25.30459225,
          25.250512016129033,
          25.23868549593496,
          25.158644821705426,
          24.728389458715597,
          24.679242032520325
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0.073370471,
        "time_to_acc50_sec": 0.073370471,
        "acc_per_sec": 10.316233256409694,
        "mobile_acc_per_sec": 127262.9953302712
      },
      "started": "2026-08-18T07:16:07.054547653+10:00",
      "ended": "2026-08-18T07:16:09.484047535+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|MeshBP|cnn|simd",
        "dtype": 19,
        "format": 0,
        "mode": "MeshBP",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7504,
        "total_correct": 1520,
        "total_train": 274,
        "infer_ms": 709.170877,
        "train_ms": 1615.462006,
        "blocked_train": 1615462006,
        "duration": 2032143742,
        "avg_accuracy": 20.86282831752517,
        "soft_acc": 24.74131463802894,
        "adapt_pct": 24.75446846848413,
        "stability": 99.73076125209062,
        "consistency": 100,
        "throughput": 3692.652170665199,
        "availability": 30.506790219916198,
        "score": 278.713297245013,
        "zero_downtime": 7.547780954272907,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 26775880,
        "heap_mib": 25.53546905517578,
        "mobile_score": 3795481.485350477,
        "mobile_throughput": 50286057.694901705,
        "mobile_availability": 415437.507294011,
        "mobile_accuracy": 336924.0095829329,
        "soft_acc_blocks": [
          24.914880068965516,
          24.82292562745098,
          24.650172186335404,
          24.269488927184465,
          25.049106380208332
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.072605366,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.174982569726575,
        "mobile_acc_per_sec": 165797.331467969
      },
      "started": "2026-08-18T07:16:10.700062317+10:00",
      "ended": "2026-08-18T07:16:12.732473403+10:00"
    },
    {
      "cell": {
        "id": "binary|none|MeshBP|cnn|simd",
        "dtype": 20,
        "format": 0,
        "mode": "MeshBP",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7496,
        "total_correct": 1992,
        "total_train": 260,
        "infer_ms": 759.258891,
        "train_ms": 1671.430301,
        "blocked_train": 1671430301,
        "duration": 2061993401,
        "avg_accuracy": 28.271349134460547,
        "soft_acc": 25.10798882750584,
        "adapt_pct": 24.67571559628623,
        "stability": 99.38577443056923,
        "consistency": 100,
        "throughput": 3635.3171626857206,
        "availability": 31.236362653806545,
        "score": 285.1114703906669,
        "zero_downtime": 7.842822445236953,
        "weight_bytes": 39,
        "weight_mib": 0.00003719329833984375,
        "heap_bytes": 26040880,
        "heap_mib": 24.834518432617188,
        "mobile_score": 7665667.825034973,
        "mobile_throughput": 97741187.92770109,
        "mobile_availability": 839838.466822509,
        "mobile_accuracy": 675067.5510971991,
        "soft_acc_blocks": [
          25.28418825925926,
          25.440657828125,
          25.500333005,
          25.427000710144927,
          23.887764335
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.077252811,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.176561193323547,
        "mobile_acc_per_sec": 327385.89307308797
      },
      "started": "2026-08-18T07:16:14.082445325+10:00",
      "ended": "2026-08-18T07:16:16.144718048+10:00"
    },
    {
      "cell": {
        "id": "int|none|MeshBP|cnn|simd",
        "dtype": 21,
        "format": 0,
        "mode": "MeshBP",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3472,
        "total_correct": 2766,
        "total_train": 188,
        "infer_ms": 681.370673,
        "train_ms": 1543.263434,
        "blocked_train": 1543263434,
        "duration": 2295170207,
        "avg_accuracy": 66.17580845080845,
        "soft_acc": 31.836482717276205,
        "adapt_pct": 35.64615010750168,
        "stability": 95.42151599277359,
        "consistency": 100,
        "throughput": 1512.7418391066628,
        "availability": 30.628437766732485,
        "score": 147.5077183778041,
        "zero_downtime": 9.751017296177485,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 38881072,
        "heap_mib": 37.07987976074219,
        "mobile_score": 63183.43680789392,
        "mobile_throughput": 647967.6416189166,
        "mobile_availability": 13119.381029284837,
        "mobile_accuracy": 13636.834845486363,
        "soft_acc_blocks": [
          24.965227615384613,
          28.277742252747256,
          33.6481368989899,
          34.64335456,
          37.64795225925926
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0.655626935,
        "time_to_acc50_sec": 0.655626935,
        "acc_per_sec": 13.871077020858264,
        "mobile_acc_per_sec": 5941.535317901747
      },
      "started": "2026-08-18T07:16:17.417779186+10:00",
      "ended": "2026-08-18T07:16:19.713333351+10:00"
    },
    {
      "cell": {
        "id": "uint|none|MeshBP|cnn|simd",
        "dtype": 22,
        "format": 0,
        "mode": "MeshBP",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4664,
        "total_correct": 3422,
        "total_train": 233,
        "infer_ms": 714.048559,
        "train_ms": 1770.009012,
        "blocked_train": 1770009012,
        "duration": 2120436727,
        "avg_accuracy": 62.954968567747166,
        "soft_acc": 27.534137567588072,
        "adapt_pct": 28.72865820719466,
        "stability": 97.96899710418407,
        "consistency": 100,
        "throughput": 2199.546886078813,
        "availability": 28.745250002903415,
        "score": 174.08878409447897,
        "zero_downtime": 7.9147566799465405,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 24989064,
        "heap_mib": 23.83142852783203,
        "mobile_score": 74326.27071280635,
        "mobile_throughput": 939084.7213424174,
        "mobile_availability": 12272.629994724939,
        "mobile_accuracy": 11755.55204970327,
        "soft_acc_blocks": [
          24.715078666666667,
          26.11887263063063,
          28.043570790322583,
          30.71526946218487,
          28.07789628813559
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.071029013,
        "time_to_acc50_sec": 0.887956716,
        "acc_per_sec": 12.985125760646227,
        "mobile_acc_per_sec": 5543.929653744047
      },
      "started": "2026-08-18T07:16:20.965789185+10:00",
      "ended": "2026-08-18T07:16:23.08649513+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|MeshBP|cnn|simd",
        "dtype": 23,
        "format": 0,
        "mode": "MeshBP",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4464,
        "total_correct": 3498,
        "total_train": 250,
        "infer_ms": 695.652625,
        "train_ms": 1765.750816,
        "blocked_train": 1765750816,
        "duration": 2046923386,
        "avg_accuracy": 72.24659222469742,
        "soft_acc": 28.071199514076984,
        "adapt_pct": 28.767257245228933,
        "stability": 98.53067315000166,
        "consistency": 100,
        "throughput": 2180.833943532853,
        "availability": 28.262438144531707,
        "score": 173.01875948939903,
        "zero_downtime": 7.933605399094092,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 24464808,
        "heap_mib": 23.331459045410156,
        "mobile_score": 73869.42945861403,
        "mobile_throughput": 931095.3310968669,
        "mobile_availability": 12066.496066710293,
        "mobile_accuracy": 11984.847761267421,
        "soft_acc_blocks": [
          25.68446943478261,
          27.635073807228917,
          28.864604279279277,
          30.139275396551724,
          28.032574652542372
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.077301352,
        "time_to_acc50_sec": 0.077301352,
        "acc_per_sec": 13.713849627236113,
        "mobile_acc_per_sec": 5855.054391990528
      },
      "started": "2026-08-18T07:16:24.373544216+10:00",
      "ended": "2026-08-18T07:16:26.420729424+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|MeshBP|cnn|simd",
        "dtype": 24,
        "format": 0,
        "mode": "MeshBP",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4192,
        "total_correct": 3510,
        "total_train": 230,
        "infer_ms": 733.778632,
        "train_ms": 1786.913667,
        "blocked_train": 1786913667,
        "duration": 2059461753,
        "avg_accuracy": 74.00518294472758,
        "soft_acc": 32.094662762450696,
        "adapt_pct": 34.557837541495424,
        "stability": 96.01501068160054,
        "consistency": 100,
        "throughput": 2035.4832974652481,
        "availability": 29.110202474578195,
        "score": 190.1715673520295,
        "zero_downtime": 9.34282131368245,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 26046600,
        "heap_mib": 24.83997344970703,
        "mobile_score": 81458.0643005399,
        "mobile_throughput": 871878.6495600163,
        "mobile_availability": 12469.060322705598,
        "mobile_accuracy": 13747.423652287378,
        "soft_acc_blocks": [
          25.533021294117646,
          30.217560243243245,
          33.85363933663366,
          37.360475047169814,
          33.50861789108911
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.071086772,
        "time_to_acc50_sec": 0.447458429,
        "acc_per_sec": 15.584005245884601,
        "mobile_acc_per_sec": 6675.250769897341
      },
      "started": "2026-08-18T07:16:27.976003938+10:00",
      "ended": "2026-08-18T07:16:30.035727982+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|MeshBP|cnn|simd",
        "dtype": 25,
        "format": 0,
        "mode": "MeshBP",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3960,
        "total_correct": 3169,
        "total_train": 213,
        "infer_ms": 715.04469,
        "train_ms": 1725.782095,
        "blocked_train": 1725782095,
        "duration": 2178016398,
        "avg_accuracy": 68.17618272056298,
        "soft_acc": 32.11204131813533,
        "adapt_pct": 35.32547838643902,
        "stability": 95.65710947474543,
        "consistency": 100,
        "throughput": 1818.168129329208,
        "availability": 29.295183680967344,
        "score": 171.04019384848203,
        "zero_downtime": 9.407281487855874,
        "weight_bytes": 4896,
        "weight_mib": 0.004669189453125,
        "heap_bytes": 38351424,
        "heap_mib": 36.57476806640625,
        "mobile_score": 36631.66713743176,
        "mobile_throughput": 389396.94942391827,
        "mobile_availability": 6274.147574234888,
        "mobile_accuracy": 6877.433790278814,
        "soft_acc_blocks": [
          25.38478,
          29.74617427272727,
          34.2311127037037,
          38.304704663265305,
          32.89343495098039
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0.155746607,
        "time_to_acc50_sec": 0.53100868,
        "acc_per_sec": 14.743709619276858,
        "mobile_acc_per_sec": 3157.659325519373
      },
      "started": "2026-08-18T07:16:31.594040507+10:00",
      "ended": "2026-08-18T07:16:33.772996748+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|MeshBP|cnn|simd",
        "dtype": 26,
        "format": 0,
        "mode": "MeshBP",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3536,
        "total_correct": 1265,
        "total_train": 202,
        "infer_ms": 682.286372,
        "train_ms": 1831.114186,
        "blocked_train": 1831114186,
        "duration": 2096185250,
        "avg_accuracy": 31.464131994261116,
        "soft_acc": 25.18910312049418,
        "adapt_pct": 25.345974629539295,
        "stability": 99.7961462393583,
        "consistency": 100,
        "throughput": 1686.873810413464,
        "availability": 27.145946547529967,
        "score": 115.34540269282274,
        "zero_downtime": 6.837820468891554,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 23937248,
        "heap_mib": 22.828338623046875,
        "mobile_score": 790512.5553858124,
        "mobile_throughput": 11560884.919137964,
        "mobile_availability": 186043.05913086786,
        "mobile_accuracy": 172631.95420702815,
        "soft_acc_blocks": [
          25.066508588235294,
          25.088363129411764,
          25.060497922222222,
          25.136891329268295,
          25.593254633333334
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.068056513,
        "time_to_acc50_sec": 1.698156789,
        "acc_per_sec": 12.016639808191657,
        "mobile_acc_per_sec": 82355.2947942116
      },
      "started": "2026-08-18T07:16:35.345980506+10:00",
      "ended": "2026-08-18T07:16:37.442600704+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|MeshBP|cnn|simd",
        "dtype": 27,
        "format": 0,
        "mode": "MeshBP",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2488,
        "total_correct": 1897,
        "total_train": 146,
        "infer_ms": 721.313953,
        "train_ms": 1850.105576,
        "blocked_train": 1850105576,
        "duration": 2091356703,
        "avg_accuracy": 72.21415333551454,
        "soft_acc": 26.970967542337245,
        "adapt_pct": 27.182502273717684,
        "stability": 99.10198673957974,
        "consistency": 100,
        "throughput": 1189.658366949562,
        "availability": 28.051196814255825,
        "score": 90.00573547672357,
        "zero_downtime": 7.565679188010077,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 26766792,
        "heap_mib": 25.52680206298828,
        "mobile_score": 410338.49601409084,
        "mobile_throughput": 5423683.5294891475,
        "mobile_availability": 127886.13804654399,
        "mobile_accuracy": 122961.34461597312,
        "soft_acc_blocks": [
          25.639094,
          26.983217140625,
          27.405843588235292,
          28.329200459016395,
          26.497482523809524
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.074981924,
        "time_to_acc50_sec": 0.074981924,
        "acc_per_sec": 12.896397589013892,
        "mobile_acc_per_sec": 58795.01303607753
      },
      "started": "2026-08-18T07:16:38.703410672+10:00",
      "ended": "2026-08-18T07:16:40.795084146+10:00"
    },
    {
      "cell": {
        "id": "int6|none|MeshBP|cnn|simd",
        "dtype": 28,
        "format": 0,
        "mode": "MeshBP",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2232,
        "total_correct": 1590,
        "total_train": 120,
        "infer_ms": 974.186836,
        "train_ms": 1876.062171,
        "blocked_train": 1876062171,
        "duration": 2228770812,
        "avg_accuracy": 64.31143155712849,
        "soft_acc": 27.187284823502647,
        "adapt_pct": 27.86159446062831,
        "stability": 98.645598938444,
        "consistency": 100,
        "throughput": 1001.448864989892,
        "availability": 34.17900799570387,
        "score": 93.05807605902878,
        "zero_downtime": 9.292344253639754,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 26551576,
        "heap_mib": 25.321556091308594,
        "mobile_score": 424254.19635509636,
        "mobile_throughput": 4565631.500241918,
        "mobile_availability": 155822.98907870948,
        "mobile_accuracy": 123947.5407438657,
        "soft_acc_blocks": [
          25.168182375,
          26.591928,
          27.57870143283582,
          29.327548209677417,
          27.270064100000003
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.068001981,
        "time_to_acc50_sec": 0.510657542,
        "acc_per_sec": 12.198331330041954,
        "mobile_acc_per_sec": 55612.510751000314
      },
      "started": "2026-08-18T07:16:42.241253921+10:00",
      "ended": "2026-08-18T07:16:44.470319473+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|MeshBP|cnn|simd",
        "dtype": 29,
        "format": 0,
        "mode": "MeshBP",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2848,
        "total_correct": 2187,
        "total_train": 150,
        "infer_ms": 745.711011,
        "train_ms": 1855.973686,
        "blocked_train": 1855973686,
        "duration": 2073282898,
        "avg_accuracy": 67.54324302122384,
        "soft_acc": 27.211085451421646,
        "adapt_pct": 27.778501426595895,
        "stability": 98.62049936568187,
        "consistency": 100,
        "throughput": 1373.666855954551,
        "availability": 28.662620488173626,
        "score": 107.1379122406936,
        "zero_downtime": 7.799410153653613,
        "weight_bytes": 238,
        "weight_mib": 0.0002269744873046875,
        "heap_bytes": 27817920,
        "heap_mib": 26.52923583984375,
        "mobile_score": 472026.2330491493,
        "mobile_throughput": 6052076.038442854,
        "mobile_availability": 126281.24344960987,
        "mobile_accuracy": 119886.09721978952,
        "soft_acc_blocks": [
          25.048368,
          26.773782811594202,
          28.327101830985917,
          29.025445353658537,
          26.880729260869565
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.067973075,
        "time_to_acc50_sec": 0.444708058,
        "acc_per_sec": 13.124637008133776,
        "mobile_acc_per_sec": 57824.283090087745
      },
      "started": "2026-08-18T07:16:45.714554078+10:00",
      "ended": "2026-08-18T07:16:47.788202236+10:00"
    },
    {
      "cell": {
        "id": "int5|none|MeshBP|cnn|simd",
        "dtype": 30,
        "format": 0,
        "mode": "MeshBP",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2568,
        "total_correct": 773,
        "total_train": 150,
        "infer_ms": 852.208536,
        "train_ms": 1811.354802,
        "blocked_train": 1811354802,
        "duration": 2176473750,
        "avg_accuracy": 21.757797157183425,
        "soft_acc": 25.24895620929354,
        "adapt_pct": 25.43537970808641,
        "stability": 99.76485115481688,
        "consistency": 100,
        "throughput": 1179.8901778622417,
        "availability": 31.995054288436826,
        "score": 95.31645161732281,
        "zero_downtime": 8.07841724642711,
        "weight_bytes": 192,
        "weight_mib": 0.00018310546875,
        "heap_bytes": 24869208,
        "heap_mib": 23.717124938964844,
        "mobile_score": 520554.91443273897,
        "mobile_throughput": 6443773.558031656,
        "mobile_availability": 174735.65648724965,
        "mobile_accuracy": 137892.96617768845,
        "soft_acc_blocks": [
          24.845587454545456,
          25.196206953125,
          25.25079109230769,
          25.413663352941178,
          25.538532193548384
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 1.778996858,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.600854919244277,
        "mobile_acc_per_sec": 63356.13566563275
      },
      "started": "2026-08-18T07:16:49.052285624+10:00",
      "ended": "2026-08-18T07:16:51.229109895+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|MeshBP|cnn|simd",
        "dtype": 31,
        "format": 0,
        "mode": "MeshBP",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2592,
        "total_correct": 1477,
        "total_train": 164,
        "infer_ms": 637.796498,
        "train_ms": 1873.744698,
        "blocked_train": 1873744698,
        "duration": 2147918086,
        "avg_accuracy": 56.46599454734701,
        "soft_acc": 26.606552916917103,
        "adapt_pct": 27.122719127681407,
        "stability": 99.1097913413524,
        "consistency": 100,
        "throughput": 1206.7499300343432,
        "availability": 25.39462617677883,
        "score": 81.5356839330065,
        "zero_downtime": 6.756634651777941,
        "weight_bytes": 200,
        "weight_mib": 0.00019073486328125,
        "heap_bytes": 26037064,
        "heap_mib": 24.83087921142578,
        "mobile_score": 427481.8065786811,
        "mobile_throughput": 6326845.073178457,
        "mobile_availability": 133140.97768971018,
        "mobile_accuracy": 139494.96415704634,
        "soft_acc_blocks": [
          25.15297309090909,
          26.178144622950818,
          27.14902063888889,
          27.763396591836738,
          26.78922964
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.068051251,
        "time_to_acc50_sec": 0.486760367,
        "acc_per_sec": 12.387135752679306,
        "mobile_acc_per_sec": 64944.266295007284
      },
      "started": "2026-08-18T07:16:52.53749887+10:00",
      "ended": "2026-08-18T07:16:54.685726644+10:00"
    },
    {
      "cell": {
        "id": "int3|none|MeshBP|cnn|simd",
        "dtype": 32,
        "format": 0,
        "mode": "MeshBP",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3456,
        "total_correct": 650,
        "total_train": 176,
        "infer_ms": 800.136277,
        "train_ms": 1765.048217,
        "blocked_train": 1765048217,
        "duration": 2151596929,
        "avg_accuracy": 19.371178337922842,
        "soft_acc": 24.65850720003712,
        "adapt_pct": 24.66994182634012,
        "stability": 99.80109889603574,
        "consistency": 100,
        "throughput": 1606.2488068368125,
        "availability": 31.19215319098993,
        "score": 123.54493763355035,
        "zero_downtime": 7.6915193404468605,
        "weight_bytes": 115,
        "weight_mib": 0.00010967254638671875,
        "heap_bytes": 26771984,
        "heap_mib": 25.531753540039062,
        "mobile_score": 1126489.187165545,
        "mobile_throughput": 14645860.42502363,
        "mobile_availability": 284411.68021213444,
        "mobile_accuracy": 224837.5551807489,
        "soft_acc_blocks": [
          24.720950727272726,
          24.794770394736844,
          24.530194560747663,
          24.343667890243903,
          24.902952427184466
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.074598955,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.460560696885583,
        "mobile_acc_per_sec": 104497.99037649998
      },
      "started": "2026-08-18T07:16:56.145552011+10:00",
      "ended": "2026-08-18T07:16:58.297519304+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|MeshBP|cnn|simd",
        "dtype": 33,
        "format": 0,
        "mode": "MeshBP",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3416,
        "total_correct": 920,
        "total_train": 184,
        "infer_ms": 678.444552,
        "train_ms": 1790.658292,
        "blocked_train": 1790658292,
        "duration": 2227786707,
        "avg_accuracy": 25.829641304225866,
        "soft_acc": 24.881618228801067,
        "adapt_pct": 25.00407618187521,
        "stability": 99.85542247086504,
        "consistency": 100,
        "throughput": 1533.3604376336734,
        "availability": 27.47737112889576,
        "score": 104.83301001933239,
        "zero_downtime": 6.836814583602649,
        "weight_bytes": 123,
        "weight_mib": 0.00011730194091796875,
        "heap_bytes": 29266384,
        "heap_mib": 27.910598754882812,
        "mobile_score": 893702.2627157031,
        "mobile_throughput": 13071910.197172087,
        "mobile_availability": 234244.8122670976,
        "mobile_accuracy": 212115.9976901082,
        "soft_acc_blocks": [
          24.69688107142857,
          24.75100182142857,
          24.900035592920354,
          24.96337765822785,
          25.096795000000004
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0.136292502,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.168761421647655,
        "mobile_acc_per_sec": 95213.78192248465
      },
      "started": "2026-08-18T07:16:59.711379491+10:00",
      "ended": "2026-08-18T07:17:01.93953453+10:00"
    },
    {
      "cell": {
        "id": "float64|none|MeshBP|bicameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "MeshBP",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1024,
        "total_correct": 312,
        "total_train": 65,
        "infer_ms": 554.119322,
        "train_ms": 1898.286632,
        "blocked_train": 1898286632,
        "duration": 2135764475,
        "avg_accuracy": 28.725985221674875,
        "soft_acc": 25.00065375279803,
        "adapt_pct": 25.00075235992611,
        "stability": 99.99926342850488,
        "consistency": 100,
        "throughput": 479.45361578317284,
        "availability": 22.5949264678714,
        "score": 27.08375620817558,
        "zero_downtime": 5.648879331931846,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 26710568,
        "heap_mib": 25.473182678222656,
        "mobile_score": 223.8568604942609,
        "mobile_throughput": 3962.85435287754,
        "mobile_availability": 186.7550890400328,
        "mobile_accuracy": 206.63927914533633,
        "soft_acc_blocks": [
          24.999314,
          25.001486359999998,
          25.00106292,
          25.000864448275863,
          25.000541035714285
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.515252735,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.705716639377114,
        "mobile_acc_per_sec": 96.75190385650379
      },
      "started": "2026-08-18T07:17:03.286337783+10:00",
      "ended": "2026-08-18T07:17:05.42512835+10:00"
    },
    {
      "cell": {
        "id": "float32|none|MeshBP|bicameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "MeshBP",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2000,
        "total_correct": 743,
        "total_train": 102,
        "infer_ms": 477.702247,
        "train_ms": 1844.279272,
        "blocked_train": 1844279272,
        "duration": 2169305223,
        "avg_accuracy": 32.96153259934335,
        "soft_acc": 25.001416048444266,
        "adapt_pct": 25.001245857090165,
        "stability": 99.99767762558045,
        "consistency": 100,
        "throughput": 921.954171683659,
        "availability": 20.57304259707159,
        "score": 47.42119199256206,
        "zero_downtime": 5.143551973517532,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 32371736,
        "heap_mib": 30.872093200683594,
        "mobile_score": 783.905975135464,
        "mobile_throughput": 15240.557093066029,
        "mobile_availability": 340.0870020536471,
        "mobile_accuracy": 413.29115957897426,
        "soft_acc_blocks": [
          24.999785,
          25.000863679245285,
          25.002703118644067,
          25.00517657894737,
          24.998551865384613
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.906638737,
        "time_to_acc50_sec": 1.325044721,
        "acc_per_sec": 11.525079911930986,
        "mobile_acc_per_sec": 190.51775434690606
      },
      "started": "2026-08-18T07:17:06.784524869+10:00",
      "ended": "2026-08-18T07:17:08.956210038+10:00"
    },
    {
      "cell": {
        "id": "float16|none|MeshBP|bicameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "MeshBP",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 520,
        "total_correct": 168,
        "total_train": 34,
        "infer_ms": 575.29039,
        "train_ms": 1953.061993,
        "blocked_train": 1953061993,
        "duration": 2108065886,
        "avg_accuracy": 30.907738095238095,
        "soft_acc": 25.001155639285713,
        "adapt_pct": 25.00091389285714,
        "stability": 99.99934821981486,
        "consistency": 100,
        "throughput": 246.67160711313747,
        "availability": 22.753568445130774,
        "score": 14.032296860755919,
        "zero_downtime": 5.688655060458547,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 26072800,
        "heap_mib": 24.864959716796875,
        "mobile_score": 463.9276615293227,
        "mobile_throughput": 8155.313630352669,
        "mobile_availability": 752.2652852163402,
        "mobile_accuracy": 826.5737096613587,
        "soft_acc_blocks": [
          25.0008785,
          25.001393125,
          25.001215000000002,
          25.00214257142857,
          25.000148999999997
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.490499313,
        "time_to_acc50_sec": 1.268441842,
        "acc_per_sec": 11.859760079285167,
        "mobile_acc_per_sec": 392.1005103069909
      },
      "started": "2026-08-18T07:17:10.385372697+10:00",
      "ended": "2026-08-18T07:17:12.496388477+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|MeshBP|bicameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "MeshBP",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 680,
        "total_correct": 355,
        "total_train": 46,
        "infer_ms": 472.603593,
        "train_ms": 1944.069548,
        "blocked_train": 1944069548,
        "duration": 2096864793,
        "avg_accuracy": 46.074561403508774,
        "soft_acc": 25.003986248955723,
        "adapt_pct": 25.00553846908939,
        "stability": 99.99782743008541,
        "consistency": 100,
        "throughput": 324.29367991205527,
        "availability": 19.555958353740813,
        "score": 15.857212275594659,
        "zero_downtime": 4.889769137620861,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 23856712,
        "heap_mib": 22.75153350830078,
        "mobile_score": 524.2619567125093,
        "mobile_throughput": 10721.609588455773,
        "mobile_availability": 646.5477546579684,
        "mobile_accuracy": 826.6672936368078,
        "soft_acc_blocks": [
          25.000631,
          25.002440052631577,
          25.004838785714288,
          25.006727722222223,
          25.005293684210525
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.459279282,
        "time_to_acc50_sec": 0.891651033,
        "acc_per_sec": 11.924462813447468,
        "mobile_acc_per_sec": 394.2396745829705
      },
      "started": "2026-08-18T07:17:13.944006428+10:00",
      "ended": "2026-08-18T07:17:16.04369424+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|MeshBP|bicameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "MeshBP",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 600,
        "total_correct": 164,
        "total_train": 39,
        "infer_ms": 551.818689,
        "train_ms": 1949.175678,
        "blocked_train": 1949175678,
        "duration": 2157448435,
        "avg_accuracy": 25.925245098039216,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 278.1062992126623,
        "availability": 22.06397168586665,
        "score": 15.340323778723349,
        "zero_downtime": 5.515992921466663,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 24473624,
        "heap_mib": 23.339866638183594,
        "mobile_score": 1014.3457779416455,
        "mobile_throughput": 18389.178383353297,
        "mobile_availability": 1458.932474112707,
        "mobile_accuracy": 1653.0710051708916,
        "soft_acc_blocks": [
          25,
          25,
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0.088754827,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.587762467194262,
        "mobile_acc_per_sec": 766.215765973054
      },
      "started": "2026-08-18T07:17:17.634063534+10:00",
      "ended": "2026-08-18T07:17:19.794745716+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|MeshBP|bicameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "MeshBP",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 536,
        "total_correct": 106,
        "total_train": 36,
        "infer_ms": 617.424104,
        "train_ms": 1981.084709,
        "blocked_train": 1981084709,
        "duration": 2117669865,
        "avg_accuracy": 19.5625,
        "soft_acc": 24.999688785,
        "adapt_pct": 24.99984454375,
        "stability": 99.99974750682863,
        "consistency": 100,
        "throughput": 253.10838523926392,
        "availability": 23.760708484462626,
        "score": 15.034899225831579,
        "zero_downtime": 5.9401031742267465,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 21769976,
        "heap_mib": 20.76146697998047,
        "mobile_score": 994.1502390355388,
        "mobile_throughput": 16736.245312186053,
        "mobile_availability": 1571.1255303193266,
        "mobile_accuracy": 1653.0504267511767,
        "soft_acc_blocks": [
          24.9992985,
          24.9995656875,
          24.9997207,
          25.000060599999998,
          24.9997984375
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.464496723,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.805281454954265,
        "mobile_acc_per_sec": 780.5987392426614
      },
      "started": "2026-08-18T07:17:21.133405147+10:00",
      "ended": "2026-08-18T07:17:23.25431579+10:00"
    },
    {
      "cell": {
        "id": "int64|none|MeshBP|bicameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "MeshBP",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 464,
        "total_correct": 127,
        "total_train": 33,
        "infer_ms": 567.31377,
        "train_ms": 1973.376118,
        "blocked_train": 1973376118,
        "duration": 2201647134,
        "avg_accuracy": 26.241341991341994,
        "soft_acc": 25.000447280216452,
        "adapt_pct": 25.000305643452382,
        "stability": 99.99900268520865,
        "consistency": 100,
        "throughput": 210.75130198407172,
        "availability": 22.32912299448645,
        "score": 11.764939843353988,
        "zero_downtime": 5.582380622371274,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 26222816,
        "heap_mib": 25.008026123046875,
        "mobile_score": 97.24140466314124,
        "mobile_throughput": 1741.934333059418,
        "mobile_availability": 184.55812896540093,
        "mobile_accuracy": 206.63757257614648,
        "soft_acc_blocks": [
          24.9992235,
          25.00103672727273,
          25.001396357142855,
          25.001333416666668,
          24.9992464
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.522990269,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.355337962262418,
        "mobile_acc_per_sec": 93.8558996966616
      },
      "started": "2026-08-18T07:17:24.549075719+10:00",
      "ended": "2026-08-18T07:17:26.754286757+10:00"
    },
    {
      "cell": {
        "id": "int32|none|MeshBP|bicameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "MeshBP",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 528,
        "total_correct": 126,
        "total_train": 32,
        "infer_ms": 608.859621,
        "train_ms": 1924.134423,
        "blocked_train": 1924134423,
        "duration": 2174789804,
        "avg_accuracy": 27.619047619047613,
        "soft_acc": 25.00086944761905,
        "adapt_pct": 24.999674952380953,
        "stability": 99.99847084915007,
        "consistency": 100,
        "throughput": 242.78208359670975,
        "availability": 24.037151703622403,
        "score": 14.589981827191577,
        "zero_downtime": 6.009496916348775,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 39203552,
        "heap_mib": 37.387420654296875,
        "mobile_score": 241.18275924500622,
        "mobile_throughput": 4013.3602296869644,
        "mobile_availability": 397.351185281523,
        "mobile_accuracy": 413.28212387921855,
        "soft_acc_blocks": [
          25.0022875,
          25.001437857142857,
          25.002059666666668,
          25.000484285714286,
          24.99807792857143
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.112000797,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.495763591330066,
        "mobile_acc_per_sec": 190.03313475126933
      },
      "started": "2026-08-18T07:17:28.004456404+10:00",
      "ended": "2026-08-18T07:17:30.18903396+10:00"
    },
    {
      "cell": {
        "id": "int16|none|MeshBP|bicameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "MeshBP",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 408,
        "total_correct": 111,
        "total_train": 31,
        "infer_ms": 473.190251,
        "train_ms": 1970.016364,
        "blocked_train": 1970016364,
        "duration": 2283154450,
        "avg_accuracy": 23.75,
        "soft_acc": 24.999603496666666,
        "adapt_pct": 25.000686319999996,
        "stability": 99.99828972012614,
        "consistency": 100,
        "throughput": 178.70013130298742,
        "availability": 19.367590448342003,
        "score": 8.652340160907928,
        "zero_downtime": 4.841820818943787,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 26836896,
        "heap_mib": 25.593658447265625,
        "mobile_score": 286.05865293745086,
        "mobile_throughput": 5908.080113543994,
        "mobile_availability": 640.3200442035775,
        "mobile_accuracy": 826.5223936221701,
        "soft_acc_blocks": [
          24.9984175,
          24.9984496,
          24.998869166666665,
          24.999320916666665,
          25.0029603
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0.965744031,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.949589282786658,
        "mobile_acc_per_sec": 362.00897123809125
      },
      "started": "2026-08-18T07:17:31.527514262+10:00",
      "ended": "2026-08-18T07:17:33.814209073+10:00"
    },
    {
      "cell": {
        "id": "int8|none|MeshBP|bicameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "MeshBP",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1656,
        "total_correct": 211,
        "total_train": 84,
        "infer_ms": 370.065008,
        "train_ms": 1887.931895,
        "blocked_train": 1887931895,
        "duration": 2215263557,
        "avg_accuracy": 10.746802878716565,
        "soft_acc": 24.99793781911434,
        "adapt_pct": 24.998616265179034,
        "stability": 99.99922055085985,
        "consistency": 100,
        "throughput": 747.5408489284329,
        "availability": 16.38908394906687,
        "score": 30.626247838193756,
        "zero_downtime": 4.096933014710185,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 25904000,
        "heap_mib": 24.7039794921875,
        "mobile_score": 2025.0944919398319,
        "mobile_throughput": 49429.524101777046,
        "mobile_availability": 1083.692779100564,
        "mobile_accuracy": 1652.9346479137116,
        "soft_acc_blocks": [
          24.996809166666665,
          24.997332765957445,
          24.998013,
          24.9988586097561,
          24.99867555319149
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.284408006498136,
        "mobile_acc_per_sec": 746.1571074424132
      },
      "started": "2026-08-18T07:17:35.355367022+10:00",
      "ended": "2026-08-18T07:17:37.573660785+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|MeshBP|bicameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "MeshBP",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 416,
        "total_correct": 89,
        "total_train": 29,
        "infer_ms": 502.127624,
        "train_ms": 1956.230265,
        "blocked_train": 1956230265,
        "duration": 2284842086,
        "avg_accuracy": 18.854895104895103,
        "soft_acc": 24.998888824009327,
        "adapt_pct": 25.000195930069932,
        "stability": 99.99850676871193,
        "consistency": 100,
        "throughput": 182.06947541319056,
        "availability": 20.425326444403638,
        "score": 9.296657949898322,
        "zero_downtime": 5.106104649777443,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 24004264,
        "heap_mib": 22.892250061035156,
        "mobile_score": 76.82806663151054,
        "mobile_throughput": 1504.6316497813887,
        "mobile_availability": 168.79596404406377,
        "mobile_accuracy": 206.59212231269825,
        "soft_acc_blocks": [
          24.9968715,
          24.997477333333332,
          24.999210923076923,
          25.00016181818182,
          25.000722545454547
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 1.410831845,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.941188880048198,
        "mobile_acc_per_sec": 90.41855609127565
      },
      "started": "2026-08-18T07:17:39.228829417+10:00",
      "ended": "2026-08-18T07:17:41.517270772+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|MeshBP|bicameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "MeshBP",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 480,
        "total_correct": 181,
        "total_train": 31,
        "infer_ms": 537.490506,
        "train_ms": 1965.823582,
        "blocked_train": 1965823582,
        "duration": 2291080354,
        "avg_accuracy": 38.30769230769231,
        "soft_acc": 25.003563334505493,
        "adapt_pct": 25.002356131868133,
        "stability": 99.99858078213411,
        "consistency": 100,
        "throughput": 209.50814717692788,
        "availability": 21.47115731807442,
        "score": 11.24755889275328,
        "zero_downtime": 5.368554418676049,
        "weight_bytes": 63452,
        "weight_mib": 0.060512542724609375,
        "heap_bytes": 26140536,
        "heap_mib": 24.92955780029297,
        "mobile_score": 185.87152987341082,
        "mobile_throughput": 3462.2268003245654,
        "mobile_availability": 354.8216014618484,
        "mobile_accuracy": 413.1963756389465,
        "soft_acc_blocks": [
          25.004386,
          25.0056627,
          25.003755285714284,
          25.002231615384616,
          25.001781071428574
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0.068765987,
        "time_to_acc50_sec": 0.497888612,
        "acc_per_sec": 10.913437972985863,
        "mobile_acc_per_sec": 180.35001475070328
      },
      "started": "2026-08-18T07:17:42.882070411+10:00",
      "ended": "2026-08-18T07:17:45.176756439+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|MeshBP|bicameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "MeshBP",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 432,
        "total_correct": 96,
        "total_train": 30,
        "infer_ms": 484.710128,
        "train_ms": 1951.486087,
        "blocked_train": 1951486087,
        "duration": 2196600942,
        "avg_accuracy": 23.69047619047619,
        "soft_acc": 25.00109707142857,
        "adapt_pct": 25.000779672619046,
        "stability": 99.99866238784071,
        "consistency": 100,
        "throughput": 196.66749282492114,
        "availability": 19.89618590717661,
        "score": 9.78276177455691,
        "zero_downtime": 4.974264752165115,
        "weight_bytes": 31736,
        "weight_mib": 0.03026580810546875,
        "heap_bytes": 26320120,
        "heap_mib": 25.10082244873047,
        "mobile_score": 323.2281702331039,
        "mobile_throughput": 6498.008978963465,
        "mobile_availability": 657.3816181561514,
        "mobile_accuracy": 826.0508685017105,
        "soft_acc_blocks": [
          25.0009265,
          25.000749,
          25.00103866666667,
          25.00346235714286,
          24.999308833333334
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.47495639,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.381720090070221,
        "mobile_acc_per_sec": 376.05868808814824
      },
      "started": "2026-08-18T07:17:46.48894747+10:00",
      "ended": "2026-08-18T07:17:48.688672316+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|MeshBP|bicameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "MeshBP",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1040,
        "total_correct": 471,
        "total_train": 60,
        "infer_ms": 507.515321,
        "train_ms": 1901.31612,
        "blocked_train": 1901316120,
        "duration": 2206055250,
        "avg_accuracy": 50.42754930254931,
        "soft_acc": 25.003111882443484,
        "adapt_pct": 25.00154782010582,
        "stability": 99.99796137481809,
        "consistency": 100,
        "throughput": 471.4297160055262,
        "availability": 21.06894290574813,
        "score": 24.834405311740216,
        "zero_downtime": 5.267891367172345,
        "weight_bytes": 15878,
        "weight_mib": 0.015142440795898438,
        "heap_bytes": 26091312,
        "heap_mib": 24.882614135742188,
        "mobile_score": 1640.0529905632516,
        "mobile_throughput": 31133.007046870553,
        "mobile_availability": 1391.3835417771604,
        "mobile_accuracy": 1651.1942968412307,
        "soft_acc_blocks": [
          25.0047165,
          25.005137954545454,
          25.003670814814814,
          25.0026,
          24.999434142857144
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0.074877857,
        "time_to_acc50_sec": 0.074877857,
        "acc_per_sec": 11.333855705764162,
        "mobile_acc_per_sec": 748.4827484901979
      },
      "started": "2026-08-18T07:17:49.968704305+10:00",
      "ended": "2026-08-18T07:17:52.201970731+10:00"
    },
    {
      "cell": {
        "id": "int4|none|MeshBP|bicameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "MeshBP",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1176,
        "total_correct": 137,
        "total_train": 68,
        "infer_ms": 306.867352,
        "train_ms": 1904.842778,
        "blocked_train": 1904842778,
        "duration": 2248417187,
        "avg_accuracy": 10.169307238272756,
        "soft_acc": 24.998027729517453,
        "adapt_pct": 24.998773502329918,
        "stability": 99.99827536688484,
        "consistency": 100,
        "throughput": 523.0346071002525,
        "availability": 13.87466412698485,
        "score": 18.140892487978984,
        "zero_downtime": 3.4683923858410832,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 24706592,
        "heap_mib": 23.562042236328125,
        "mobile_score": 2399.0546703840396,
        "mobile_throughput": 69169.06749587014,
        "mobile_availability": 1834.8643979842686,
        "mobile_accuracy": 3305.881186089859,
        "soft_acc_blocks": [
          24.99642075,
          24.997029555555557,
          24.999509172413795,
          25.000647135135136,
          24.99653203448276
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.118055792337907,
        "mobile_acc_per_sec": 1470.3148531348863
      },
      "started": "2026-08-18T07:17:53.574087902+10:00",
      "ended": "2026-08-18T07:17:55.825524356+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|MeshBP|bicameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "MeshBP",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 400,
        "total_correct": 114,
        "total_train": 28,
        "infer_ms": 697.429168,
        "train_ms": 1954.846425,
        "blocked_train": 1954846425,
        "duration": 2069586334,
        "avg_accuracy": 31.40625,
        "soft_acc": 25.000549558333333,
        "adapt_pct": 25.001278266666663,
        "stability": 99.99928251639842,
        "consistency": 100,
        "throughput": 193.27533885812758,
        "availability": 26.295501487126195,
        "score": 12.705959201412591,
        "zero_downtime": 6.574019880901264,
        "weight_bytes": 7949,
        "weight_mib": 0.007580757141113281,
        "heap_bytes": 36694904,
        "heap_mib": 34.99498748779297,
        "mobile_score": 1676.0804976198779,
        "mobile_throughput": 25495.51914938986,
        "mobile_availability": 3468.7170420637613,
        "mobile_accuracy": 3297.8961194714975,
        "soft_acc_blocks": [
          25.000346,
          24.999706333333332,
          25.000457,
          25.001688899999998
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.102751739,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.079974218815718,
        "mobile_acc_per_sec": 1593.5049750243943
      },
      "started": "2026-08-18T07:17:57.275244063+10:00",
      "ended": "2026-08-18T07:17:59.348332478+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|MeshBP|bicameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "MeshBP",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 464,
        "total_correct": 105,
        "total_train": 32,
        "infer_ms": 368.027981,
        "train_ms": 1892.525904,
        "blocked_train": 1892525904,
        "duration": 2283388288,
        "avg_accuracy": 24.965686274509803,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 203.2067881045381,
        "availability": 16.280433899057442,
        "score": 8.270736703939264,
        "zero_downtime": 4.0701084747643606,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 24706824,
        "heap_mib": 23.56226348876953,
        "mobile_score": 1093.7692029347734,
        "mobile_throughput": 26873.219957561374,
        "mobile_availability": 2153.0170584106518,
        "mobile_accuracy": 3306.142010341783,
        "soft_acc_blocks": [
          25,
          25,
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0.08996701,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.948641600460027,
        "mobile_acc_per_sec": 1447.9105580582636
      },
      "started": "2026-08-18T07:18:00.653650006+10:00",
      "ended": "2026-08-18T07:18:02.945942505+10:00"
    },
    {
      "cell": {
        "id": "int2|none|MeshBP|bicameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "MeshBP",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1232,
        "total_correct": 296,
        "total_train": 68,
        "infer_ms": 308.709693,
        "train_ms": 1891.380426,
        "blocked_train": 1891380426,
        "duration": 2239219670,
        "avg_accuracy": 24.689390498214028,
        "soft_acc": 24.997687290909095,
        "adapt_pct": 24.99849185714286,
        "stability": 99.99902404454878,
        "consistency": 100,
        "throughput": 550.1916656528834,
        "availability": 14.031683990304764,
        "score": 19.298503528201707,
        "zero_downtime": 3.5075964855449397,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 38086000,
        "heap_mib": 36.32164001464844,
        "mobile_score": 5103.643792077587,
        "mobile_throughput": 145502.59167809278,
        "mobile_availability": 3710.7911908746046,
        "mobile_accuracy": 6610.838574716846,
        "soft_acc_blocks": [
          24.99654985714286,
          24.996479454545455,
          24.998355,
          24.998806142857145,
          24.998246
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0.116759071,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.163570785759084,
        "mobile_acc_per_sec": 2952.2956873261332
      },
      "started": "2026-08-18T07:18:04.258869449+10:00",
      "ended": "2026-08-18T07:18:06.501198752+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|MeshBP|bicameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "MeshBP",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 400,
        "total_correct": 118,
        "total_train": 29,
        "infer_ms": 525.870979,
        "train_ms": 2014.223286,
        "blocked_train": 2014223286,
        "duration": 2304192265,
        "avg_accuracy": 27.335372960372958,
        "soft_acc": 25.000079375135975,
        "adapt_pct": 25.000882673504275,
        "stability": 99.99857871029799,
        "consistency": 100,
        "throughput": 173.59662475908883,
        "availability": 20.702813523339852,
        "score": 8.98487490360766,
        "zero_downtime": 5.175719813721348,
        "weight_bytes": 3985,
        "weight_mib": 0.0038003921508789062,
        "heap_bytes": 26525512,
        "heap_mib": 25.29669952392578,
        "mobile_score": 2364.196784673853,
        "mobile_throughput": 45678.60838228013,
        "mobile_availability": 5447.546648193126,
        "mobile_accuracy": 6578.289392939167,
        "soft_acc_blocks": [
          24.998128,
          24.999171636363634,
          25.00178111111111,
          25.00163346153846,
          24.99968266666667
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 1.007275159,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.849823495582289,
        "mobile_acc_per_sec": 2854.922088256887
      },
      "started": "2026-08-18T07:18:07.816820897+10:00",
      "ended": "2026-08-18T07:18:10.124108836+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|MeshBP|bicameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "MeshBP",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1336,
        "total_correct": 469,
        "total_train": 68,
        "infer_ms": 389.481023,
        "train_ms": 1875.282719,
        "blocked_train": 1875282719,
        "duration": 2252411570,
        "avg_accuracy": 32.376037780703676,
        "soft_acc": 25.002882072575154,
        "adapt_pct": 25.002171218537413,
        "stability": 99.99882534097144,
        "consistency": 100,
        "throughput": 593.1420428638626,
        "availability": 17.19742398631177,
        "score": 25.50422785060205,
        "zero_downtime": 4.299851638818285,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 25276896,
        "heap_mib": 24.105926513671875,
        "mobile_score": 6744.797281884715,
        "mobile_throughput": 156861.16285952524,
        "mobile_availability": 4547.996482691261,
        "mobile_accuracy": 6612.212376325993,
        "soft_acc_blocks": [
          25.00393075,
          25.003723129032256,
          25.002656875,
          25.003401833333335,
          25.000697775510204
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0.077852332,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.100494423661281,
        "mobile_acc_per_sec": 2935.6146382812235
      },
      "started": "2026-08-18T07:18:11.643621954+10:00",
      "ended": "2026-08-18T07:18:13.898992115+10:00"
    },
    {
      "cell": {
        "id": "binary|none|MeshBP|bicameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "MeshBP",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1136,
        "total_correct": 172,
        "total_train": 69,
        "infer_ms": 292.764815,
        "train_ms": 1927.963295,
        "blocked_train": 1927963295,
        "duration": 2325447282,
        "avg_accuracy": 14.811811304204813,
        "soft_acc": 24.99900464358533,
        "adapt_pct": 25.002185098124006,
        "stability": 99.99594464930873,
        "consistency": 100,
        "throughput": 488.50817165073886,
        "availability": 13.183280460209062,
        "score": 16.09970956144977,
        "zero_downtime": 3.295688894424541,
        "weight_bytes": 1983,
        "weight_mib": 0.0018911361694335938,
        "heap_bytes": 24544744,
        "heap_mib": 23.407691955566406,
        "mobile_score": 8513.247127134016,
        "mobile_throughput": 258314.64679619018,
        "mobile_availability": 6971.090011015723,
        "mobile_accuracy": 13219.039986460984,
        "soft_acc_blocks": [
          24.99268175,
          24.997085413793105,
          24.999586617647058,
          25.00494295,
          25.000726486486485
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.750191946766021,
        "mobile_acc_per_sec": 5684.515012996534
      },
      "started": "2026-08-18T07:18:15.307408705+10:00",
      "ended": "2026-08-18T07:18:17.635756766+10:00"
    },
    {
      "cell": {
        "id": "int|none|MeshBP|bicameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "MeshBP",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 376,
        "total_correct": 87,
        "total_train": 27,
        "infer_ms": 539.240589,
        "train_ms": 1991.533598,
        "blocked_train": 1991533598,
        "duration": 2384292433,
        "avg_accuracy": 24.833333333333332,
        "soft_acc": 25.00087652,
        "adapt_pct": 25.00020092,
        "stability": 99.99916325551953,
        "consistency": 100,
        "throughput": 157.6987767087377,
        "availability": 21.307337168600576,
        "score": 8.400647039101816,
        "zero_downtime": 5.327021055221894,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 26830312,
        "heap_mib": 25.587379455566406,
        "mobile_score": 69.43433022506957,
        "mobile_throughput": 1303.4363766406652,
        "mobile_availability": 176.11270635406828,
        "mobile_accuracy": 206.6411203953487,
        "soft_acc_blocks": [
          25.001688,
          25.002088,
          25.0002086,
          25.0001271,
          25.0002709
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0.071507597,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.485658627261179,
        "mobile_acc_per_sec": 86.66769123422735
      },
      "started": "2026-08-18T07:18:18.987144336+10:00",
      "ended": "2026-08-18T07:18:21.374836453+10:00"
    },
    {
      "cell": {
        "id": "uint|none|MeshBP|bicameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "MeshBP",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 368,
        "total_correct": 91,
        "total_train": 27,
        "infer_ms": 522.698097,
        "train_ms": 1976.448025,
        "blocked_train": 1976448025,
        "duration": 2334851737,
        "avg_accuracy": 21.289772727272727,
        "soft_acc": 25.00086006469697,
        "adapt_pct": 25.000985487727274,
        "stability": 99.99943997200955,
        "consistency": 100,
        "throughput": 157.61172076512025,
        "availability": 20.91506744638439,
        "score": 8.24143294222531,
        "zero_downtime": 5.228946744707551,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 24228816,
        "heap_mib": 23.106399536132812,
        "mobile_score": 68.10763207990642,
        "mobile_throughput": 1302.5114885486487,
        "mobile_availability": 172.84320925144195,
        "mobile_accuracy": 206.60841274864987,
        "soft_acc_blocks": [
          25.000583,
          25.00083066666667,
          25.000845875,
          25.000172181818183,
          25.0018686
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0.984603497,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.707686346208872,
        "mobile_acc_per_sec": 88.48887896158944
      },
      "started": "2026-08-18T07:18:22.674864062+10:00",
      "ended": "2026-08-18T07:18:25.01309564+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|MeshBP|bicameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "MeshBP",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 408,
        "total_correct": 187,
        "total_train": 27,
        "infer_ms": 598.938873,
        "train_ms": 1983.032441,
        "blocked_train": 1983032441,
        "duration": 2337230633,
        "avg_accuracy": 52.66666666666667,
        "soft_acc": 25.001825203333333,
        "adapt_pct": 25.001326693333333,
        "stability": 99.99822430952209,
        "consistency": 100,
        "throughput": 174.5655709964332,
        "availability": 23.196960777698244,
        "score": 10.124215854992904,
        "zero_downtime": 5.799663586125908,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 24678256,
        "heap_mib": 23.535018920898438,
        "mobile_score": 83.66704836200813,
        "mobile_throughput": 1442.6189919387466,
        "mobile_availability": 191.70089486803468,
        "mobile_accuracy": 206.61638870472598,
        "soft_acc_blocks": [
          25.002264,
          25.0022722,
          25.002546166666665,
          25.0036259,
          24.99841775
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0.072654939,
        "time_to_acc50_sec": 0.072654939,
        "acc_per_sec": 10.697200717090436,
        "mobile_acc_per_sec": 88.40222517515069
      },
      "started": "2026-08-18T07:18:26.364153409+10:00",
      "ended": "2026-08-18T07:18:28.705624715+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|MeshBP|bicameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "MeshBP",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 464,
        "total_correct": 37,
        "total_train": 28,
        "infer_ms": 635.149617,
        "train_ms": 1978.566761,
        "blocked_train": 1978566761,
        "duration": 2296481180,
        "avg_accuracy": 6.322115384615385,
        "soft_acc": 24.9983439225641,
        "adapt_pct": 24.998715855128204,
        "stability": 99.99952122902695,
        "consistency": 100,
        "throughput": 202.04824844242793,
        "availability": 24.300632706216298,
        "score": 12.273937568328767,
        "zero_downtime": 6.074755739259046,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 26978864,
        "heap_mib": 25.729049682617188,
        "mobile_score": 101.44845156741003,
        "mobile_throughput": 1670.000505728712,
        "mobile_availability": 200.85335666976812,
        "mobile_accuracy": 206.62018757840343,
        "soft_acc_blocks": [
          24.9981295,
          24.997551100000003,
          24.99849875,
          24.998975416666667,
          24.998564846153844
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.88549914550752,
        "mobile_acc_per_sec": 89.97251507125499
      },
      "started": "2026-08-18T07:18:30.095690415+10:00",
      "ended": "2026-08-18T07:18:32.395216905+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|MeshBP|bicameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "MeshBP",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 84,
        "total_train": 25,
        "infer_ms": 455.364556,
        "train_ms": 2001.088401,
        "blocked_train": 2001088401,
        "duration": 2091029315,
        "avg_accuracy": 29.640151515151516,
        "soft_acc": 25.00013116666667,
        "adapt_pct": 24.999817999999994,
        "stability": 99.99958071245945,
        "consistency": 100,
        "throughput": 156.8605459746986,
        "availability": 18.537483272471235,
        "score": 7.269537508431719,
        "zero_downtime": 4.634395133116701,
        "weight_bytes": 253728,
        "weight_mib": 0.241973876953125,
        "heap_bytes": 27958960,
        "heap_mib": 26.663742065429688,
        "mobile_score": 30.0426541904768,
        "mobile_throughput": 648.2540510151247,
        "mobile_availability": 76.60944026640654,
        "mobile_accuracy": 103.31747989271452,
        "soft_acc_blocks": [
          25.0008325,
          24.999960166666668,
          25.00001,
          24.999722
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.072970094,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.955897025129305,
        "mobile_acc_per_sec": 49.409866782625436
      },
      "started": "2026-08-18T07:18:33.775227453+10:00",
      "ended": "2026-08-18T07:18:35.868908954+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|MeshBP|bicameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "MeshBP",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 116,
        "total_train": 23,
        "infer_ms": 506.561236,
        "train_ms": 2025.365303,
        "blocked_train": 2025365303,
        "duration": 2397413735,
        "avg_accuracy": 37.48611111111111,
        "soft_acc": 25.001294560555557,
        "adapt_pct": 25.001300230000002,
        "stability": 99.9992624760735,
        "consistency": 100,
        "throughput": 136.81409896485806,
        "availability": 20.006948392747187,
        "score": 6.843435894813091,
        "zero_downtime": 5.00199610024906,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 24547176,
        "heap_mib": 23.410011291503906,
        "mobile_score": 905.0148362768989,
        "mobile_throughput": 18093.073607791022,
        "mobile_availability": 2645.83250320006,
        "mobile_accuracy": 3306.3132103832895,
        "soft_acc_blocks": [
          25.0019675,
          25.000455777777777,
          25.0015979,
          25.000370875,
          25.00208075
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0.06731312,
        "time_to_acc50_sec": 0.06731312,
        "acc_per_sec": 10.428443866638464,
        "mobile_acc_per_sec": 1379.1166547993812
      },
      "started": "2026-08-18T07:18:37.276088224+10:00",
      "ended": "2026-08-18T07:18:39.682751742+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|MeshBP|bicameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "MeshBP",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 184,
        "total_correct": 51,
        "total_train": 13,
        "infer_ms": 616.17317,
        "train_ms": 2096.993776,
        "blocked_train": 2096993776,
        "duration": 2251039216,
        "avg_accuracy": 28.125,
        "soft_acc": 25.0005375,
        "adapt_pct": 25.000185124999998,
        "stability": 99.99858086833768,
        "consistency": 100,
        "throughput": 81.74002420400302,
        "availability": 22.710477543905625,
        "score": 4.6409872393886795,
        "zero_downtime": 5.677741454793205,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 27903648,
        "heap_mib": 26.610992431640625,
        "mobile_score": 409.14980961234437,
        "mobile_throughput": 7206.20713130458,
        "mobile_availability": 2002.157533300688,
        "mobile_accuracy": 2204.049403867496,
        "soft_acc_blocks": [
          25.000114,
          25.00013425,
          25.002202999999998,
          25.001935,
          24.99830125
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.958363398,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.106220328060246,
        "mobile_acc_per_sec": 979.1252805377586
      },
      "started": "2026-08-18T07:18:40.991654164+10:00",
      "ended": "2026-08-18T07:18:43.247498637+10:00"
    },
    {
      "cell": {
        "id": "int6|none|MeshBP|bicameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "MeshBP",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 168,
        "total_correct": 24,
        "total_train": 12,
        "infer_ms": 556.021448,
        "train_ms": 2033.406689,
        "blocked_train": 2033406689,
        "duration": 2307218900,
        "avg_accuracy": 11.666666666666668,
        "soft_acc": 24.99879157,
        "adapt_pct": 24.998837175000002,
        "stability": 99.99918175808736,
        "consistency": 100,
        "throughput": 72.814937498995,
        "availability": 21.47275068402487,
        "score": 3.9086535549703636,
        "zero_downtime": 5.367928187845127,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 23906048,
        "heap_mib": 22.798583984375,
        "mobile_score": 344.587212885203,
        "mobile_throughput": 6419.370767020865,
        "mobile_availability": 1893.0394334329967,
        "mobile_accuracy": 2203.8954825377773,
        "soft_acc_blocks": [
          24.998359,
          24.9997824,
          24.997515000000003,
          24.9987692,
          24.99953225
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.835032414999722,
        "mobile_acc_per_sec": 955.2173322339623
      },
      "started": "2026-08-18T07:18:44.943385149+10:00",
      "ended": "2026-08-18T07:18:47.256017273+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|MeshBP|bicameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "MeshBP",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 168,
        "total_correct": 65,
        "total_train": 13,
        "infer_ms": 551.87093,
        "train_ms": 2040.490424,
        "blocked_train": 2040490424,
        "duration": 2240126814,
        "avg_accuracy": 45.125,
        "soft_acc": 25.003206589999998,
        "adapt_pct": 25.00127555,
        "stability": 99.99759162110074,
        "consistency": 100,
        "throughput": 74.99575423590282,
        "availability": 21.288348908166913,
        "score": 3.9918514005801686,
        "zero_downtime": 5.322769857108982,
        "weight_bytes": 11914,
        "weight_mib": 0.011362075805664062,
        "heap_bytes": 23909616,
        "heap_mib": 22.801986694335938,
        "mobile_score": 351.33117124515286,
        "mobile_throughput": 6600.532818001178,
        "mobile_availability": 1873.6320081190222,
        "mobile_accuracy": 2200.584384196394,
        "soft_acc_blocks": [
          25.007312,
          25.00376025,
          25.0031762,
          25.001643,
          25.0001415
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.069066346,
        "time_to_acc50_sec": 0.069066346,
        "acc_per_sec": 11.161513907935392,
        "mobile_acc_per_sec": 982.3481288842758
      },
      "started": "2026-08-18T07:18:48.723901684+10:00",
      "ended": "2026-08-18T07:18:50.97038292+10:00"
    },
    {
      "cell": {
        "id": "int5|none|MeshBP|bicameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "MeshBP",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 200,
        "total_correct": 91,
        "total_train": 14,
        "infer_ms": 583.18111,
        "train_ms": 1973.222248,
        "blocked_train": 1973222248,
        "duration": 2267137148,
        "avg_accuracy": 43.75,
        "soft_acc": 25.002153033333336,
        "adapt_pct": 25.002123020833334,
        "stability": 99.99945699651985,
        "consistency": 100,
        "throughput": 88.21698333355526,
        "availability": 22.812562351516046,
        "score": 5.0315718702613115,
        "zero_downtime": 5.7036317499506275,
        "weight_bytes": 9912,
        "weight_mib": 0.00945281982421875,
        "heap_bytes": 26647896,
        "heap_mib": 25.413414001464844,
        "mobile_score": 532.2826377553597,
        "mobile_throughput": 9332.345794588988,
        "mobile_availability": 2413.3076453090484,
        "mobile_accuracy": 2644.941244862847,
        "soft_acc_blocks": [
          25.002132,
          25.00282975,
          25.001459,
          25.00165575,
          25.002688666666668
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.070942491,
        "time_to_acc50_sec": 1.836856637,
        "acc_per_sec": 11.028072587222825,
        "mobile_acc_per_sec": 1166.6436885814933
      },
      "started": "2026-08-18T07:18:52.264435393+10:00",
      "ended": "2026-08-18T07:18:54.536535141+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|MeshBP|bicameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "MeshBP",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 200,
        "total_correct": 44,
        "total_train": 15,
        "infer_ms": 605.51338,
        "train_ms": 2056.417326,
        "blocked_train": 2056417326,
        "duration": 2272550989,
        "avg_accuracy": 20.958333333333336,
        "soft_acc": 25.000599136666665,
        "adapt_pct": 25.000098926666663,
        "stability": 99.99868536380214,
        "consistency": 100,
        "throughput": 88.00682623539586,
        "availability": 22.74715035350736,
        "score": 5.004881212718287,
        "zero_downtime": 5.686923874895229,
        "weight_bytes": 9932,
        "weight_mib": 0.009471893310546875,
        "heap_bytes": 24953192,
        "heap_mib": 23.797218322753906,
        "mobile_score": 528.3929039979148,
        "mobile_throughput": 9291.365870580594,
        "mobile_availability": 2401.5420790454427,
        "mobile_accuracy": 2639.4510914548314,
        "soft_acc_blocks": [
          25.0003795,
          25.0016632,
          25.001411333333333,
          25.0014184,
          24.99812325
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0.491580874,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.001116920007055,
        "mobile_acc_per_sec": 1161.4485678124565
      },
      "started": "2026-08-18T07:18:56.000984129+10:00",
      "ended": "2026-08-18T07:18:58.27825251+10:00"
    },
    {
      "cell": {
        "id": "int3|none|MeshBP|bicameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "MeshBP",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 256,
        "total_correct": 80,
        "total_train": 18,
        "infer_ms": 580.583969,
        "train_ms": 2007.306636,
        "blocked_train": 2007306636,
        "duration": 2298742261,
        "avg_accuracy": 29.827380952380953,
        "soft_acc": 24.999059992619046,
        "adapt_pct": 25.000002120238094,
        "stability": 99.99881411450535,
        "consistency": 100,
        "throughput": 111.36524713676893,
        "availability": 22.434641088702435,
        "score": 6.2458635180272255,
        "zero_downtime": 5.608449384893484,
        "weight_bytes": 5947,
        "weight_mib": 0.005671501159667969,
        "heap_bytes": 26644024,
        "heap_mib": 25.40972137451172,
        "mobile_score": 1101.2716637428814,
        "mobile_throughput": 19635.93835239358,
        "mobile_availability": 3955.6795382927935,
        "mobile_accuracy": 4407.838293395074,
        "soft_acc_blocks": [
          24.997103,
          24.998343600000002,
          24.999696125,
          25.000401666666665,
          24.999755571428572
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0.938443451,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.875103493222394,
        "mobile_acc_per_sec": 1917.5000034486573
      },
      "started": "2026-08-18T07:18:59.632719558+10:00",
      "ended": "2026-08-18T07:19:01.936003691+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|MeshBP|bicameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "MeshBP",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 232,
        "total_correct": 20,
        "total_train": 19,
        "infer_ms": 523.438657,
        "train_ms": 2028.365667,
        "blocked_train": 2028365667,
        "duration": 2335265660,
        "avg_accuracy": 7.1875,
        "soft_acc": 24.996960791666666,
        "adapt_pct": 24.997764258333333,
        "stability": 99.99838217809274,
        "consistency": 100,
        "throughput": 99.34629878469586,
        "availability": 20.512491968016587,
        "score": 5.093981047604751,
        "zero_downtime": 5.12749957463888,
        "weight_bytes": 5967,
        "weight_mib": 0.005690574645996094,
        "heap_bytes": 27047144,
        "heap_mib": 25.794166564941406,
        "mobile_score": 895.1610978671357,
        "mobile_throughput": 17458.043337432755,
        "mobile_availability": 3604.643334649734,
        "mobile_accuracy": 4392.695350943969,
        "soft_acc_blocks": [
          24.995931,
          24.9966445,
          24.995635625,
          24.996479500000003,
          25.00011333333333
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 1.909362648,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.704118687578639,
        "mobile_acc_per_sec": 1881.0259689871725
      },
      "started": "2026-08-18T07:19:03.380294926+10:00",
      "ended": "2026-08-18T07:19:05.71952152+10:00"
    },
    {
      "cell": {
        "id": "float64|none|MeshBP|tricameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "MeshBP",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 800,
        "total_correct": 177,
        "total_train": 48,
        "infer_ms": 558.985182,
        "train_ms": 1938.773652,
        "blocked_train": 1938773652,
        "duration": 2347960432,
        "avg_accuracy": 23.449728260869566,
        "soft_acc": 25.00048043532609,
        "adapt_pct": 24.999433283152175,
        "stability": 99.99867760683924,
        "consistency": 100,
        "throughput": 340.72124431780037,
        "availability": 22.379469722656175,
        "score": 19.06326826735003,
        "zero_downtime": 5.594974949542383,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 25143144,
        "heap_mib": 23.978370666503906,
        "mobile_score": 118.7463500778492,
        "mobile_throughput": 2122.375008802525,
        "mobile_availability": 139.40318674498576,
        "mobile_accuracy": 155.72963461738718,
        "soft_acc_blocks": [
          25.00097475,
          25.00214925,
          25.0013899375,
          24.999232739130434,
          24.998655499999998
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0.071058583,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.64774350308391,
        "mobile_acc_per_sec": 66.3254936049907
      },
      "started": "2026-08-18T07:19:07.141155062+10:00",
      "ended": "2026-08-18T07:19:09.493233407+10:00"
    },
    {
      "cell": {
        "id": "float32|none|MeshBP|tricameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "MeshBP",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1640,
        "total_correct": 710,
        "total_train": 81,
        "infer_ms": 554.140283,
        "train_ms": 1752.160948,
        "blocked_train": 1752160948,
        "duration": 2389127471,
        "avg_accuracy": 50.02899758650517,
        "soft_acc": 25.001952185926662,
        "adapt_pct": 25.001647572552628,
        "stability": 99.99881984683462,
        "consistency": 100,
        "throughput": 686.4430717518629,
        "availability": 24.027229208030544,
        "score": 41.23653236181585,
        "zero_downtime": 6.007276358194802,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 36988856,
        "heap_mib": 35.27532196044922,
        "mobile_score": 513.7301368432588,
        "mobile_throughput": 8551.797956530765,
        "mobile_availability": 299.33437760241225,
        "mobile_accuracy": 311.47760449708005,
        "soft_acc_blocks": [
          25.00186475,
          25.002242384615386,
          25.003069727272727,
          25.002833372093022,
          24.999750695652175
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0.09598804,
        "time_to_acc50_sec": 0.09598804,
        "acc_per_sec": 10.464888328232135,
        "mobile_acc_per_sec": 130.37295342249237
      },
      "started": "2026-08-18T07:19:10.8679111+10:00",
      "ended": "2026-08-18T07:19:13.260699402+10:00"
    },
    {
      "cell": {
        "id": "float16|none|MeshBP|tricameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "MeshBP",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 384,
        "total_correct": 95,
        "total_train": 27,
        "infer_ms": 513.357879,
        "train_ms": 1971.986945,
        "blocked_train": 1971986945,
        "duration": 2387093663,
        "avg_accuracy": 26.092171717171716,
        "soft_acc": 25.000487338636365,
        "adapt_pct": 25.000219163636366,
        "stability": 99.9994372884942,
        "consistency": 100,
        "throughput": 160.86507452640328,
        "availability": 20.65539856050172,
        "score": 8.30699250159852,
        "zero_downtime": 5.16395030186311,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 21431760,
        "heap_mib": 20.438919067382812,
        "mobile_score": 206.97920752200764,
        "mobile_throughput": 4008.156458193086,
        "mobile_availability": 514.6553369683645,
        "mobile_accuracy": 622.9187104742412,
        "soft_acc_blocks": [
          25.0000695,
          25.001319375,
          25.000999818181814,
          25.00013433333333,
          24.999913666666668
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0.105276885,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.47319077845349,
        "mobile_acc_per_sec": 260.95277287585895
      },
      "started": "2026-08-18T07:19:14.561962573+10:00",
      "ended": "2026-08-18T07:19:16.954200294+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|MeshBP|tricameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "MeshBP",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 432,
        "total_correct": 235,
        "total_train": 36,
        "infer_ms": 376.556441,
        "train_ms": 1981.679384,
        "blocked_train": 1981679384,
        "duration": 2450002818,
        "avg_accuracy": 48.51107226107226,
        "soft_acc": 25.003213921561773,
        "adapt_pct": 25.00433690745921,
        "stability": 99.99777454841319,
        "consistency": 100,
        "throughput": 176.32632780098294,
        "availability": 15.967717774790396,
        "score": 7.039727485426676,
        "zero_downtime": 3.992442633622086,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 23964608,
        "heap_mib": 22.85443115234375,
        "mobile_score": 175.4036994524941,
        "mobile_throughput": 4393.393106649641,
        "mobile_availability": 397.8558509984463,
        "mobile_accuracy": 622.9866467307185,
        "soft_acc_blocks": [
          24.9998255,
          25.002968384615386,
          25.00486690909091,
          25.00626923076923,
          25.00213958333333
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0.574016156,
        "time_to_acc50_sec": 0.574016156,
        "acc_per_sec": 10.205381699100467,
        "mobile_acc_per_sec": 254.27997149786074
      },
      "started": "2026-08-18T07:19:18.444183657+10:00",
      "ended": "2026-08-18T07:19:20.897925639+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|MeshBP|tricameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "MeshBP",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 424,
        "total_correct": 109,
        "total_train": 30,
        "infer_ms": 485.21379,
        "train_ms": 1986.750258,
        "blocked_train": 1986750258,
        "duration": 2315523972,
        "avg_accuracy": 25.491071428571427,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 183.11190258754965,
        "availability": 19.6286750364583,
        "score": 8.985610077996549,
        "zero_downtime": 4.907168759114575,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 26359752,
        "heap_mib": 25.13861846923828,
        "mobile_score": 447.7756426739525,
        "mobile_throughput": 9124.928541376412,
        "mobile_availability": 978.1464478200409,
        "mobile_accuracy": 1245.813135633495,
        "soft_acc_blocks": [
          25,
          25,
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0.07125379,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.796692369548918,
        "mobile_acc_per_sec": 538.0264470151186
      },
      "started": "2026-08-18T07:19:22.257766978+10:00",
      "ended": "2026-08-18T07:19:24.577063082+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|MeshBP|tricameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "MeshBP",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 392,
        "total_correct": 57,
        "total_train": 28,
        "infer_ms": 486.41191,
        "train_ms": 1950.737888,
        "blocked_train": 1950737888,
        "duration": 2361667309,
        "avg_accuracy": 12.48397435897436,
        "soft_acc": 24.99910933,
        "adapt_pct": 24.999232193333334,
        "stability": 99.9989267651779,
        "consistency": 100,
        "throughput": 165.98442909640158,
        "availability": 19.95822786105165,
        "score": 8.281592586076698,
        "zero_downtime": 4.989379203314822,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 33621360,
        "heap_mib": 32.06382751464844,
        "mobile_score": 412.6926731079726,
        "mobile_throughput": 8271.423283156942,
        "mobile_availability": 994.5688973305814,
        "mobile_accuracy": 1245.7687512980742,
        "soft_acc_blocks": [
          24.998942,
          24.999420666666666,
          24.998207,
          24.997983083333335,
          25.0009939
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 1.884062425,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.58536451545555,
        "mobile_acc_per_sec": 527.4954463529284
      },
      "started": "2026-08-18T07:19:25.956237108+10:00",
      "ended": "2026-08-18T07:19:28.370358328+10:00"
    },
    {
      "cell": {
        "id": "int64|none|MeshBP|tricameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "MeshBP",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 360,
        "total_correct": 70,
        "total_train": 26,
        "infer_ms": 524.970984,
        "train_ms": 2001.275547,
        "blocked_train": 2001275547,
        "duration": 2403765857,
        "avg_accuracy": 24.517045454545457,
        "soft_acc": 24.99858412727273,
        "adapt_pct": 24.99825817454545,
        "stability": 99.99937905324217,
        "consistency": 100,
        "throughput": 149.76500267346964,
        "availability": 20.780671148203155,
        "score": 7.780102524812444,
        "zero_downtime": 5.194873559195457,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 25283920,
        "heap_mib": 24.112625122070312,
        "mobile_score": 48.462769609933304,
        "mobile_throughput": 932.8960379439698,
        "mobile_availability": 129.44416541855736,
        "mobile_accuracy": 155.71782238997676,
        "soft_acc_blocks": [
          24.998451,
          24.999127899999998,
          24.9993926,
          24.9983045,
          24.997644636363635
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0.068495928,
        "time_to_acc50_sec": 0.068495928,
        "acc_per_sec": 10.399758385149877,
        "mobile_acc_per_sec": 64.7807780181715
      },
      "started": "2026-08-18T07:19:29.755836459+10:00",
      "ended": "2026-08-18T07:19:32.163602729+10:00"
    },
    {
      "cell": {
        "id": "int32|none|MeshBP|tricameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "MeshBP",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 376,
        "total_correct": 59,
        "total_train": 24,
        "infer_ms": 555.662462,
        "train_ms": 1996.009865,
        "blocked_train": 1996009865,
        "duration": 2466305897,
        "avg_accuracy": 16.742424242424242,
        "soft_acc": 24.998808250000003,
        "adapt_pct": 24.998701954545453,
        "stability": 99.99966311359788,
        "consistency": 100,
        "throughput": 152.45473015223465,
        "availability": 21.77640350292516,
        "score": 8.299393648355684,
        "zero_downtime": 5.443841355442545,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 26222184,
        "heap_mib": 25.007423400878906,
        "mobile_score": 103.39493624914707,
        "mobile_throughput": 1899.3010541311378,
        "mobile_availability": 271.29329530799413,
        "mobile_accuracy": 311.4384369303299,
        "soft_acc_blocks": [
          24.999112,
          24.9990835,
          24.99818172727273,
          24.99877827272727,
          24.99888575
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0.577567916,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.136134483726616,
        "mobile_acc_per_sec": 126.27729484374252
      },
      "started": "2026-08-18T07:19:33.616222878+10:00",
      "ended": "2026-08-18T07:19:36.087027781+10:00"
    },
    {
      "cell": {
        "id": "int16|none|MeshBP|tricameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "MeshBP",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 360,
        "total_correct": 131,
        "total_train": 24,
        "infer_ms": 571.236359,
        "train_ms": 1944.619279,
        "blocked_train": 1944619279,
        "duration": 2417419475,
        "avg_accuracy": 35.79166666666667,
        "soft_acc": 25.00097521333333,
        "adapt_pct": 25.001937106666666,
        "stability": 99.99883574771718,
        "consistency": 100,
        "throughput": 148.91912790600813,
        "availability": 22.70545059787727,
        "score": 8.45351950090639,
        "zero_downtime": 5.676584076050941,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 25333048,
        "heap_mib": 24.15947723388672,
        "mobile_score": 210.63011273126173,
        "mobile_throughput": 3710.5081138477894,
        "mobile_availability": 565.7349721062578,
        "mobile_accuracy": 622.9308664883616,
        "soft_acc_blocks": [
          24.9994085,
          25.0004254,
          25.0003988,
          25.002498199999998,
          25.002145166666665
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0.069486239,
        "time_to_acc50_sec": 1.530444811,
        "acc_per_sec": 10.342009515470346,
        "mobile_acc_per_sec": 257.68422606439105
      },
      "started": "2026-08-18T07:19:37.581001012+10:00",
      "ended": "2026-08-18T07:19:40.009789123+10:00"
    },
    {
      "cell": {
        "id": "int8|none|MeshBP|tricameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "MeshBP",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1408,
        "total_correct": 301,
        "total_train": 69,
        "infer_ms": 472.181964,
        "train_ms": 1890.347083,
        "blocked_train": 1890347083,
        "duration": 2389420275,
        "avg_accuracy": 20.999542124542124,
        "soft_acc": 24.999430807783884,
        "adapt_pct": 24.999702875641027,
        "stability": 99.99873702244719,
        "consistency": 100,
        "throughput": 589.2642724813239,
        "availability": 19.986292426736036,
        "score": 29.442349816583107,
        "zero_downtime": 4.996459346263226,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 27936984,
        "heap_mib": 26.642784118652344,
        "mobile_score": 1467.1866458166262,
        "mobile_throughput": 29364.526840669932,
        "mobile_availability": 995.9674255135997,
        "mobile_accuracy": 1245.7847713479134,
        "soft_acc_blocks": [
          24.9981865,
          24.999246285714285,
          25.00092812820513,
          25.000836857142854,
          24.997956267857145
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0.995247377,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.462550715480091,
        "mobile_acc_per_sec": 521.3753245430687
      },
      "started": "2026-08-18T07:19:41.431637363+10:00",
      "ended": "2026-08-18T07:19:43.824987165+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|MeshBP|tricameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "MeshBP",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 376,
        "total_correct": 111,
        "total_train": 24,
        "infer_ms": 562.992247,
        "train_ms": 2053.649843,
        "blocked_train": 2053649843,
        "duration": 2438380170,
        "avg_accuracy": 25.871212121212125,
        "soft_acc": 25.00264753090909,
        "adapt_pct": 25.005828246666667,
        "stability": 99.99642486400889,
        "consistency": 100,
        "throughput": 154.2007290848334,
        "availability": 21.515829358229116,
        "score": 8.295269821067308,
        "zero_downtime": 5.379526977789885,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 36994904,
        "heap_mib": 35.281089782714844,
        "mobile_score": 51.66441463468445,
        "mobile_throughput": 960.3895444337031,
        "mobile_availability": 134.00440891621795,
        "mobile_accuracy": 155.72093215354317,
        "soft_acc_blocks": [
          24.9987925,
          24.998234454545454,
          25.003280166666666,
          25.0063627,
          25.006567833333335
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 1.517300647,
        "time_to_acc50_sec": 1.517300647,
        "acc_per_sec": 10.253793825311945,
        "mobile_acc_per_sec": 63.86245019108041
      },
      "started": "2026-08-18T07:19:45.12635676+10:00",
      "ended": "2026-08-18T07:19:47.572517132+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|MeshBP|tricameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "MeshBP",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 368,
        "total_correct": 113,
        "total_train": 26,
        "infer_ms": 541.386798,
        "train_ms": 1979.127251,
        "blocked_train": 1979127251,
        "duration": 2427492047,
        "avg_accuracy": 33.824925074925076,
        "soft_acc": 25.001201005814185,
        "adapt_pct": 25.00123126097902,
        "stability": 99.99918302700628,
        "consistency": 100,
        "throughput": 151.59678914490797,
        "availability": 21.47922159826057,
        "score": 8.140843638305274,
        "zero_downtime": 5.370063366265379,
        "weight_bytes": 84192,
        "weight_mib": 0.080291748046875,
        "heap_bytes": 26213064,
        "heap_mib": 24.99872589111328,
        "mobile_score": 101.39078842264813,
        "mobile_throughput": 1888.074339300777,
        "mobile_availability": 267.5146838965421,
        "mobile_accuracy": 311.3794582130442,
        "soft_acc_blocks": [
          25.001238,
          25.001190285714284,
          25.00099718181818,
          25.00000946153846,
          25.0025701
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0.076494878,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.29918966643444,
        "mobile_acc_per_sec": 128.27208171407213
      },
      "started": "2026-08-18T07:19:48.93889531+10:00",
      "ended": "2026-08-18T07:19:51.371057353+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|MeshBP|tricameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "MeshBP",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 344,
        "total_correct": 115,
        "total_train": 27,
        "infer_ms": 506.50193,
        "train_ms": 2000.423164,
        "blocked_train": 2000423164,
        "duration": 2501620202,
        "avg_accuracy": 31.84027777777778,
        "soft_acc": 25.001329987777776,
        "adapt_pct": 25.00091292222222,
        "stability": 99.99943263902416,
        "consistency": 100,
        "throughput": 137.51088183768994,
        "availability": 20.20411105270942,
        "score": 6.946082327538014,
        "zero_downtime": 5.051296475384964,
        "weight_bytes": 42108,
        "weight_mib": 0.040157318115234375,
        "heap_bytes": 25855728,
        "heap_mib": 24.657943725585938,
        "mobile_score": 172.9717683737176,
        "mobile_throughput": 3424.304418016471,
        "mobile_availability": 503.1240132802753,
        "mobile_accuracy": 622.5846535875385,
        "soft_acc_blocks": [
          25.001326,
          25.0023088,
          25.001465666666665,
          25.00086525,
          25.000684222222223
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0.550784703,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.994055039925593,
        "mobile_acc_per_sec": 248.87257189952072
      },
      "started": "2026-08-18T07:19:52.723504029+10:00",
      "ended": "2026-08-18T07:19:55.229645372+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|MeshBP|tricameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "MeshBP",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 760,
        "total_correct": 210,
        "total_train": 50,
        "infer_ms": 473.800708,
        "train_ms": 1917.782762,
        "blocked_train": 1917782762,
        "duration": 2416714543,
        "avg_accuracy": 28.49234289737722,
        "soft_acc": 24.999669844786446,
        "adapt_pct": 25.00085583858476,
        "stability": 99.99787624008303,
        "consistency": 100,
        "throughput": 314.47652855871445,
        "availability": 19.811171717121795,
        "score": 15.575165579101496,
        "zero_downtime": 4.952727521664158,
        "weight_bytes": 21066,
        "weight_mib": 0.020090103149414062,
        "heap_bytes": 27944496,
        "heap_mib": 26.649948120117188,
        "mobile_score": 775.2655854111806,
        "mobile_throughput": 15653.305820278296,
        "mobile_availability": 986.115978090416,
        "mobile_accuracy": 1244.3773762065314,
        "soft_acc_blocks": [
          24.99851425,
          24.998666681818182,
          24.99805739130435,
          24.999264269230768,
          25.00384663157895
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0.06979629,
        "time_to_acc50_sec": 1.964571783,
        "acc_per_sec": 10.344486036713707,
        "mobile_acc_per_sec": 514.9045756400415
      },
      "started": "2026-08-18T07:19:56.58505652+10:00",
      "ended": "2026-08-18T07:19:59.005658351+10:00"
    },
    {
      "cell": {
        "id": "int4|none|MeshBP|tricameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "MeshBP",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 912,
        "total_correct": 264,
        "total_train": 54,
        "infer_ms": 282.249267,
        "train_ms": 1918.543017,
        "blocked_train": 1918543017,
        "duration": 2436628579,
        "avg_accuracy": 29.18462711438093,
        "soft_acc": 25.001722956118343,
        "adapt_pct": 25.00164020408728,
        "stability": 99.99856480830904,
        "consistency": 100,
        "throughput": 374.2876562558778,
        "availability": 12.824893519119588,
        "score": 12.001325395787863,
        "zero_downtime": 3.206444347067455,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 25181232,
        "heap_mib": 24.014694213867188,
        "mobile_score": 1196.1127058467498,
        "mobile_throughput": 37303.39829352374,
        "mobile_availability": 1278.1936647376049,
        "mobile_accuracy": 2491.797989776138,
        "soft_acc_blocks": [
          25.00135925,
          25.002956967741937,
          25.000396105263157,
          25.000110161290323,
          25.003792296296297
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0.071985558,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.260785403074902,
        "mobile_acc_per_sec": 1022.641698965371
      },
      "started": "2026-08-18T07:20:00.396324306+10:00",
      "ended": "2026-08-18T07:20:02.837455121+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|MeshBP|tricameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "MeshBP",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 320,
        "total_correct": 143,
        "total_train": 22,
        "infer_ms": 523.717379,
        "train_ms": 2016.63438,
        "blocked_train": 2016634380,
        "duration": 2542570713,
        "avg_accuracy": 46.44444444444444,
        "soft_acc": 25.002381093333334,
        "adapt_pct": 25.002576026666667,
        "stability": 99.99959335150704,
        "consistency": 100,
        "throughput": 125.85687326761874,
        "availability": 20.615939392824853,
        "score": 6.487261990847545,
        "zero_downtime": 5.154475732964699,
        "weight_bytes": 10545,
        "weight_mib": 0.010056495666503906,
        "heap_bytes": 39179752,
        "heap_mib": 37.364723205566406,
        "mobile_score": 645.0817666491185,
        "mobile_throughput": 12514.983095634574,
        "mobile_availability": 2050.012258394567,
        "mobile_accuracy": 2486.192200789293,
        "soft_acc_blocks": [
          25.001753,
          25.002482,
          25.0024608,
          25.003002111111112,
          25.002207555555557
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0.112038594,
        "time_to_acc50_sec": 0.112038594,
        "acc_per_sec": 9.833504714538625,
        "mobile_acc_per_sec": 977.8261772927505
      },
      "started": "2026-08-18T07:20:04.244164755+10:00",
      "ended": "2026-08-18T07:20:06.800027227+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|MeshBP|tricameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "MeshBP",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 440,
        "total_correct": 111,
        "total_train": 28,
        "infer_ms": 404.55426,
        "train_ms": 1891.862458,
        "blocked_train": 1891862458,
        "duration": 2083782539,
        "avg_accuracy": 27.09764194139194,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 211.15447114320983,
        "availability": 17.616761663028445,
        "score": 9.299644980531863,
        "zero_downtime": 4.404190415757111,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 42812864,
        "heap_mib": 40.82952880859375,
        "mobile_score": 926.8495898779753,
        "mobile_throughput": 21044.721103836364,
        "mobile_availability": 1755.7754469700328,
        "mobile_accuracy": 2491.62627126699,
        "soft_acc_blocks": [
          25,
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.124403478,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.997413133136922,
        "mobile_acc_per_sec": 1195.7227899907025
      },
      "started": "2026-08-18T07:20:08.250788899+10:00",
      "ended": "2026-08-18T07:20:10.371886038+10:00"
    },
    {
      "cell": {
        "id": "int2|none|MeshBP|tricameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "MeshBP",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1016,
        "total_correct": 232,
        "total_train": 55,
        "infer_ms": 316.852827,
        "train_ms": 1937.718972,
        "blocked_train": 1937718972,
        "duration": 2443485219,
        "avg_accuracy": 22.120414673046252,
        "soft_acc": 25.00120854322169,
        "adapt_pct": 25.002032011291867,
        "stability": 99.99860817173297,
        "consistency": 100,
        "throughput": 415.7995276991279,
        "availability": 14.053791817166255,
        "score": 14.609606219381842,
        "zero_downtime": 3.513617800439961,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 23986976,
        "heap_mib": 22.875762939453125,
        "mobile_score": 2911.857527294152,
        "mobile_throughput": 82873.48518468747,
        "mobile_availability": 2801.077515391926,
        "mobile_accuracy": 4983.019815513634,
        "soft_acc_blocks": [
          24.9993512,
          25.000266033333332,
          25.002690909090912,
          25.0029356,
          25.00079897368421
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 1.025068158,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.23178218915254,
        "mobile_acc_per_sec": 2039.3083521712247
      },
      "started": "2026-08-18T07:20:11.744742467+10:00",
      "ended": "2026-08-18T07:20:14.192329035+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|MeshBP|tricameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "MeshBP",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 272,
        "total_correct": 67,
        "total_train": 18,
        "infer_ms": 461.18686,
        "train_ms": 1953.045775,
        "blocked_train": 1953045775,
        "duration": 2250399611,
        "avg_accuracy": 23.59375,
        "soft_acc": 24.9969172875,
        "adapt_pct": 24.99753,
        "stability": 99.99898821008334,
        "consistency": 100,
        "throughput": 120.86742224379098,
        "availability": 19.102834304946754,
        "score": 5.771564079296291,
        "zero_downtime": 4.775119690775716,
        "weight_bytes": 5285,
        "weight_mib": 0.005040168762207031,
        "heap_bytes": 25358712,
        "heap_mib": 24.18395233154297,
        "mobile_score": 1145.1132594157402,
        "mobile_throughput": 23980.828409972633,
        "mobile_availability": 3790.117991323339,
        "mobile_accuracy": 4959.53974298157,
        "soft_acc_blocks": [
          24.995234,
          24.997626399999998,
          24.9970275,
          24.99778125
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.535964915,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.107768222725666,
        "mobile_acc_per_sec": 2203.848471506677
      },
      "started": "2026-08-18T07:20:15.692532163+10:00",
      "ended": "2026-08-18T07:20:17.947383905+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|MeshBP|tricameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "MeshBP",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 784,
        "total_correct": 223,
        "total_train": 50,
        "infer_ms": 247.68326,
        "train_ms": 1960.140658,
        "blocked_train": 1960140658,
        "duration": 2275892654,
        "avg_accuracy": 25.669981060606062,
        "soft_acc": 25.001499669962122,
        "adapt_pct": 25.002831634444444,
        "stability": 99.99871298891654,
        "consistency": 100,
        "throughput": 344.48021905693975,
        "availability": 11.2184335888692,
        "score": 9.66190070214843,
        "zero_downtime": 2.804776636696053,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 26758704,
        "heap_mib": 25.519088745117188,
        "mobile_score": 1925.724613316098,
        "mobile_throughput": 68658.75122179236,
        "mobile_availability": 2235.9589847713573,
        "mobile_accuracy": 4983.07784032127,
        "soft_acc_blocks": [
          25.00030175,
          25.00013531818182,
          25.00262832,
          25.002933291666665
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.062655304,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.98535979982214,
        "mobile_acc_per_sec": 2189.5047780760883
      },
      "started": "2026-08-18T07:20:19.236744935+10:00",
      "ended": "2026-08-18T07:20:21.516577324+10:00"
    },
    {
      "cell": {
        "id": "binary|none|MeshBP|tricameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "MeshBP",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 920,
        "total_correct": 255,
        "total_train": 54,
        "infer_ms": 289.374994,
        "train_ms": 1897.541802,
        "blocked_train": 1897541802,
        "duration": 2113350352,
        "avg_accuracy": 21.739068223443223,
        "soft_acc": 25.000692360347983,
        "adapt_pct": 25.007214091880343,
        "stability": 99.99385082002617,
        "consistency": 100,
        "throughput": 435.32772459111885,
        "availability": 13.23209893166873,
        "score": 14.401147619017786,
        "zero_downtime": 3.3081163467233914,
        "weight_bytes": 2631,
        "weight_mib": 0.0025091171264648438,
        "heap_bytes": 25208968,
        "heap_mib": 24.04114532470703,
        "mobile_score": 5739.5278471148595,
        "mobile_throughput": 173498.36721431284,
        "mobile_availability": 5273.607514015002,
        "mobile_accuracy": 9963.939943916475,
        "soft_acc_blocks": [
          24.997048,
          24.995011678571426,
          24.999777249999998,
          25.010932512820514
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.644204648,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.82988534612267,
        "mobile_acc_per_sec": 4714.760112769261
      },
      "started": "2026-08-18T07:20:22.922803553+10:00",
      "ended": "2026-08-18T07:20:25.039618746+10:00"
    },
    {
      "cell": {
        "id": "int|none|MeshBP|tricameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "MeshBP",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 248,
        "total_correct": 103,
        "total_train": 20,
        "infer_ms": 455.380922,
        "train_ms": 1991.29541,
        "blocked_train": 1991295410,
        "duration": 2050762541,
        "avg_accuracy": 49.348958333333336,
        "soft_acc": 25.002513477777782,
        "adapt_pct": 25.00146434074074,
        "stability": 99.99877468616545,
        "consistency": 100,
        "throughput": 120.9306270432799,
        "availability": 18.612225738406334,
        "score": 5.6275360536359065,
        "zero_downtime": 4.653524248759469,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 25207912,
        "heap_mib": 24.040138244628906,
        "mobile_score": 35.05429168435346,
        "mobile_throughput": 753.2848183545663,
        "mobile_availability": 115.93677654141217,
        "mobile_accuracy": 155.74229857234528,
        "soft_acc_blocks": [
          25.0022695,
          25.0044615,
          25.0022528,
          25.00107011111111
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.071291287,
        "time_to_acc50_sec": 0.071291287,
        "acc_per_sec": 12.191813034377919,
        "mobile_acc_per_sec": 75.94360412707834
      },
      "started": "2026-08-18T07:20:26.78643017+10:00",
      "ended": "2026-08-18T07:20:28.841930571+10:00"
    },
    {
      "cell": {
        "id": "uint|none|MeshBP|tricameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "MeshBP",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 280,
        "total_correct": 70,
        "total_train": 20,
        "infer_ms": 513.206593,
        "train_ms": 2011.470856,
        "blocked_train": 2011470856,
        "duration": 2490444775,
        "avg_accuracy": 21.063492063492063,
        "soft_acc": 24.9984435,
        "adapt_pct": 24.999285333333336,
        "stability": 99.99780315094334,
        "consistency": 100,
        "throughput": 112.42971649511884,
        "availability": 20.327610293476347,
        "score": 5.713212929012504,
        "zero_downtime": 5.081586174114869,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 26379392,
        "heap_mib": 25.1573486328125,
        "mobile_score": 35.58290544222033,
        "mobile_throughput": 700.232254713624,
        "mobile_availability": 126.60396941727402,
        "mobile_accuracy": 155.69474870192445,
        "soft_acc_blocks": [
          24.997541,
          24.997369,
          24.998188333333335,
          24.99642866666667,
          25.0026905
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 1.994847641,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.037742555443737,
        "mobile_acc_per_sec": 62.51684448691478
      },
      "started": "2026-08-18T07:20:30.176759829+10:00",
      "ended": "2026-08-18T07:20:32.672078557+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|MeshBP|tricameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "MeshBP",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 144,
        "total_train": 20,
        "infer_ms": 658.391352,
        "train_ms": 1990.877533,
        "blocked_train": 1990877533,
        "duration": 2107328413,
        "avg_accuracy": 48.15887237762237,
        "soft_acc": 25.005372226617133,
        "adapt_pct": 25.0036784280303,
        "stability": 99.99842239608655,
        "consistency": 100,
        "throughput": 155.6473105836684,
        "availability": 24.85181310692063,
        "score": 9.672372723630064,
        "zero_downtime": 6.214288372448728,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 27106896,
        "heap_mib": 25.851150512695312,
        "mobile_score": 60.241256242890934,
        "mobile_throughput": 969.3991110868418,
        "mobile_availability": 154.78150855549066,
        "mobile_accuracy": 155.7379020426306,
        "soft_acc_blocks": [
          25.006349,
          25.006891076923075,
          25.005462375,
          25.002786454545454
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.074668158,
        "time_to_acc50_sec": 0.074668158,
        "acc_per_sec": 11.865911393952782,
        "mobile_acc_per_sec": 73.9030049051166
      },
      "started": "2026-08-18T07:20:34.032050131+10:00",
      "ended": "2026-08-18T07:20:36.144316821+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|MeshBP|tricameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "MeshBP",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 288,
        "total_correct": 89,
        "total_train": 22,
        "infer_ms": 492.320884,
        "train_ms": 1894.057932,
        "blocked_train": 1894057932,
        "duration": 2204387066,
        "avg_accuracy": 18.71527777777778,
        "soft_acc": 18.750154211111113,
        "adapt_pct": 24.99958812962963,
        "stability": 89.17459338925813,
        "consistency": 75,
        "throughput": 130.64856188010316,
        "availability": 20.63045819461381,
        "score": 5.053803491483936,
        "zero_downtime": 3.8682427259488987,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 40386168,
        "heap_mib": 38.51525115966797,
        "mobile_score": 31.480473873005533,
        "mobile_throughput": 813.8184727092901,
        "mobile_availability": 128.5084790649378,
        "mobile_accuracy": 116.79594205677957,
        "soft_acc_blocks": [
          0,
          25.0015079,
          24.9994535,
          24.999655444444446
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.667711708,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.50583570386051,
        "mobile_acc_per_sec": 52.98340924704899
      },
      "started": "2026-08-18T07:20:37.530148626+10:00",
      "ended": "2026-08-18T07:20:39.740236572+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|MeshBP|tricameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "MeshBP",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 360,
        "total_correct": 54,
        "total_train": 21,
        "infer_ms": 656.870362,
        "train_ms": 1988.599767,
        "blocked_train": 1988599767,
        "duration": 2534533931,
        "avg_accuracy": 13.59090909090909,
        "soft_acc": 24.99680994181818,
        "adapt_pct": 24.999037985454546,
        "stability": 99.9974703761819,
        "consistency": 100,
        "throughput": 142.03794851464548,
        "availability": 24.830004875099462,
        "score": 8.815882314507505,
        "zero_downtime": 6.206709127172801,
        "weight_bytes": 336672,
        "weight_mib": 0.321075439453125,
        "heap_bytes": 24971640,
        "heap_mib": 23.81481170654297,
        "mobile_score": 27.45735497403117,
        "mobile_throughput": 442.3818550449485,
        "mobile_availability": 77.33386557810657,
        "mobile_accuracy": 77.85338543612757,
        "soft_acc_blocks": [
          24.9941805,
          24.993857545454546,
          24.9968334,
          24.998912363636364,
          25.0002659
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 2.019093904,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.862487787628748,
        "mobile_acc_per_sec": 30.717042089632052
      },
      "started": "2026-08-18T07:20:41.20911418+10:00",
      "ended": "2026-08-18T07:20:43.747214722+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|MeshBP|tricameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "MeshBP",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 264,
        "total_correct": 61,
        "total_train": 18,
        "infer_ms": 520.837726,
        "train_ms": 2014.251714,
        "blocked_train": 2014251714,
        "duration": 2512601549,
        "avg_accuracy": 20.416666666666668,
        "soft_acc": 25.000258816666665,
        "adapt_pct": 24.9998794,
        "stability": 99.99908070035089,
        "consistency": 100,
        "throughput": 105.07038018227377,
        "availability": 20.54514202859841,
        "score": 5.3967705799975985,
        "zero_downtime": 5.136338681401362,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 27773616,
        "heap_mib": 26.486984252929688,
        "mobile_score": 537.8694142849123,
        "mobile_throughput": 10471.844783766552,
        "mobile_availability": 2047.632625014695,
        "mobile_accuracy": 2491.652066243234,
        "soft_acc_blocks": [
          25.000862,
          25.00031183333333,
          25.0008435,
          24.998466375,
          25.000810375
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 1.033069218,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.949949615615184,
        "mobile_acc_per_sec": 991.6622344019871
      },
      "started": "2026-08-18T07:20:45.160898942+10:00",
      "ended": "2026-08-18T07:20:47.686284229+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|MeshBP|tricameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "MeshBP",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 136,
        "total_correct": 34,
        "total_train": 9,
        "infer_ms": 594.665051,
        "train_ms": 2075.070139,
        "blocked_train": 2075070139,
        "duration": 2164304690,
        "avg_accuracy": 24.0625,
        "soft_acc": 24.9996002875,
        "adapt_pct": 24.99971608333333,
        "stability": 99.99881352846201,
        "consistency": 100,
        "throughput": 62.83773288870894,
        "availability": 22.27430844929605,
        "score": 3.4991116651025878,
        "zero_downtime": 5.568488079128852,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 25550944,
        "heap_mib": 24.367279052734375,
        "mobile_score": 232.48539559920232,
        "mobile_throughput": 4175.018286751418,
        "mobile_availability": 1479.9331679463348,
        "mobile_accuracy": 1661.004997532987,
        "soft_acc_blocks": [
          25.001088,
          24.9977794,
          24.99991925,
          24.9996145
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.188328337,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.550869155811885,
        "mobile_acc_per_sec": 767.4543261896213
      },
      "started": "2026-08-18T07:20:49.036349651+10:00",
      "ended": "2026-08-18T07:20:51.206800533+10:00"
    },
    {
      "cell": {
        "id": "int6|none|MeshBP|tricameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "MeshBP",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 128,
        "total_correct": 26,
        "total_train": 9,
        "infer_ms": 554.960871,
        "train_ms": 2087.48731,
        "blocked_train": 2087487310,
        "duration": 2644526043,
        "avg_accuracy": 19.75,
        "soft_acc": 25.000133,
        "adapt_pct": 25.0004445,
        "stability": 99.99934534858512,
        "consistency": 100,
        "throughput": 48.4018678276257,
        "availability": 21.001769305840554,
        "score": 2.541325674999618,
        "zero_downtime": 5.250470258813316,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 37065696,
        "heap_mib": 35.348602294921875,
        "mobile_score": 168.84888550173613,
        "mobile_throughput": 3215.881191181121,
        "mobile_availability": 1395.3840610595023,
        "mobile_accuracy": 1661.0403916238754,
        "soft_acc_blocks": [
          24.999106,
          25.000646,
          24.9996035,
          25.00064675,
          25.00066275
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 1.091304573,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.453540102648935,
        "mobile_acc_per_sec": 628.1051366541129
      },
      "started": "2026-08-18T07:20:52.732228439+10:00",
      "ended": "2026-08-18T07:20:55.388061242+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|MeshBP|tricameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "MeshBP",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 152,
        "total_correct": 36,
        "total_train": 9,
        "infer_ms": 655.238115,
        "train_ms": 2031.384128,
        "blocked_train": 2031384128,
        "duration": 2497457792,
        "avg_accuracy": 26.375,
        "soft_acc": 25.001045440000002,
        "adapt_pct": 24.999918399999995,
        "stability": 99.99779588290706,
        "consistency": 100,
        "throughput": 60.86188943288455,
        "availability": 24.38891871409255,
        "score": 3.711044365891374,
        "zero_downtime": 6.097484650034943,
        "weight_bytes": 15806,
        "weight_mib": 0.015073776245117188,
        "heap_bytes": 25028624,
        "heap_mib": 23.869155883789062,
        "mobile_score": 246.19208256414737,
        "mobile_throughput": 4037.60069429181,
        "mobile_availability": 1617.970063871208,
        "mobile_accuracy": 1658.5787816837558,
        "soft_acc_blocks": [
          25.002047,
          25.0023542,
          25.00206,
          25.00212325,
          24.99664275
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0.068670506,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.010597784709228,
        "mobile_acc_per_sec": 664.1068317537178
      },
      "started": "2026-08-18T07:20:56.903356966+10:00",
      "ended": "2026-08-18T07:20:59.407814283+10:00"
    },
    {
      "cell": {
        "id": "int5|none|MeshBP|tricameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "MeshBP",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 144,
        "total_correct": 19,
        "total_train": 10,
        "infer_ms": 550.488115,
        "train_ms": 1908.813878,
        "blocked_train": 1908813878,
        "duration": 2158256969,
        "avg_accuracy": 11.979166666666668,
        "soft_acc": 24.9986525,
        "adapt_pct": 24.997271555555557,
        "stability": 99.99868521390628,
        "consistency": 100,
        "throughput": 66.7205073669798,
        "availability": 22.38391692304866,
        "score": 3.733464490332217,
        "zero_downtime": 5.595677607481626,
        "weight_bytes": 13152,
        "weight_mib": 0.012542724609375,
        "heap_bytes": 40149960,
        "heap_mib": 38.28998565673828,
        "mobile_score": 297.6597674433238,
        "mobile_throughput": 5319.45884525838,
        "mobile_availability": 1784.6136003271495,
        "mobile_accuracy": 1993.07991513382,
        "soft_acc_blocks": [
          24.99933,
          25.000382333333334,
          24.997980666666667,
          24.996917
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.582797071464014,
        "mobile_acc_per_sec": 923.4673830601772
      },
      "started": "2026-08-18T07:21:00.806854334+10:00",
      "ended": "2026-08-18T07:21:02.973171608+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|MeshBP|tricameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "MeshBP",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 152,
        "total_correct": 25,
        "total_train": 11,
        "infer_ms": 581.554851,
        "train_ms": 2069.867,
        "blocked_train": 2069867000,
        "duration": 2149091400,
        "avg_accuracy": 20.3125,
        "soft_acc": 24.9978594125,
        "adapt_pct": 24.99909225,
        "stability": 99.99705666071902,
        "consistency": 100,
        "throughput": 70.72756421620784,
        "availability": 21.933697603822,
        "score": 3.8779604414539017,
        "zero_downtime": 5.482954890966305,
        "weight_bytes": 13176,
        "weight_mib": 0.01256561279296875,
        "heap_bytes": 24623160,
        "heap_mib": 23.48247528076172,
        "mobile_score": 308.6168979855773,
        "mobile_throughput": 5628.660168152273,
        "mobile_availability": 1745.5334622514615,
        "mobile_accuracy": 1989.3864170705524,
        "soft_acc_blocks": [
          24.99485,
          24.9965884,
          25.00272175,
          24.9972775
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.165272149,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.63182701885085,
        "mobile_acc_per_sec": 925.6872076592705
      },
      "started": "2026-08-18T07:21:04.354134902+10:00",
      "ended": "2026-08-18T07:21:06.50989989+10:00"
    },
    {
      "cell": {
        "id": "int3|none|MeshBP|tricameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "MeshBP",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 200,
        "total_correct": 51,
        "total_train": 14,
        "infer_ms": 647.841241,
        "train_ms": 2102.448471,
        "blocked_train": 2102448471,
        "duration": 2478880551,
        "avg_accuracy": 23,
        "soft_acc": 24.99865418666667,
        "adapt_pct": 24.99984104,
        "stability": 99.99784320737342,
        "consistency": 100,
        "throughput": 80.6815802073716,
        "availability": 23.555381753905927,
        "score": 4.750957785870434,
        "zero_downtime": 5.88852842700812,
        "weight_bytes": 7891,
        "weight_mib": 0.007525444030761719,
        "heap_bytes": 23962200,
        "heap_mib": 22.852134704589844,
        "mobile_score": 631.3192638799742,
        "mobile_throughput": 10721.172050123543,
        "mobile_availability": 3130.098590544121,
        "mobile_accuracy": 3321.884274798909,
        "soft_acc_blocks": [
          24.9967835,
          24.99832483333333,
          24.997120000000002,
          24.9982492,
          25.002793399999998
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0.070814826,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.084654614189464,
        "mobile_acc_per_sec": 1340.0743627839731
      },
      "started": "2026-08-18T07:21:08.012354208+10:00",
      "ended": "2026-08-18T07:21:10.496553557+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|MeshBP|tricameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "MeshBP",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 184,
        "total_correct": 78,
        "total_train": 14,
        "infer_ms": 538.896818,
        "train_ms": 2047.288831,
        "blocked_train": 2047288831,
        "duration": 2121731571,
        "avg_accuracy": 22.395833333333336,
        "soft_acc": 24.999442520833334,
        "adapt_pct": 25.00136047222222,
        "stability": 99.99817721214515,
        "consistency": 100,
        "throughput": 86.7216204513931,
        "availability": 20.83751482452063,
        "score": 4.517556889405466,
        "zero_downtime": 5.209262541326159,
        "weight_bytes": 7915,
        "weight_mib": 0.007548332214355469,
        "heap_bytes": 21460272,
        "heap_mib": 20.466110229492188,
        "mobile_score": 598.4841102798769,
        "mobile_throughput": 11488.845216227412,
        "mobile_availability": 2760.545539436076,
        "mobile_accuracy": 3311.916037994357,
        "soft_acc_blocks": [
          24.997907,
          24.9983015,
          24.99904175,
          25.002519833333334
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.533448188,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.782566118413728,
        "mobile_acc_per_sec": 1560.949595727327
      },
      "started": "2026-08-18T07:21:11.993140741+10:00",
      "ended": "2026-08-18T07:21:14.121965274+10:00"
    },
    {
      "cell": {
        "id": "float64|none|MeshTween|cnn|simd",
        "dtype": 0,
        "format": 0,
        "mode": "MeshTween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5536,
        "total_correct": 2685,
        "total_train": 220,
        "infer_ms": 726.355041,
        "train_ms": 1788.163203,
        "blocked_train": 1788163203,
        "duration": 2088555922,
        "avg_accuracy": 46.14851606216251,
        "soft_acc": 26.036473953326084,
        "adapt_pct": 26.422237920629886,
        "stability": 99.42822533809502,
        "consistency": 100,
        "throughput": 2650.635274682389,
        "availability": 28.886449431543678,
        "score": 199.35462047124173,
        "zero_downtime": 7.521012882284581,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 26698080,
        "heap_mib": 25.461273193359375,
        "mobile_score": 85391.53207322417,
        "mobile_throughput": 1135372.7670691833,
        "mobile_availability": 12373.217973500958,
        "mobile_accuracy": 11152.459849707047,
        "soft_acc_blocks": [
          25.087024,
          26.13059810404624,
          26.589833656626507,
          26.33844005263158
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.601656233,
        "time_to_acc50_sec": 0.601656233,
        "acc_per_sec": 12.466256555100317,
        "mobile_acc_per_sec": 5339.79470323565
      },
      "started": "2026-08-18T07:21:15.484798055+10:00",
      "ended": "2026-08-18T07:21:17.573601633+10:00"
    },
    {
      "cell": {
        "id": "float32|none|MeshTween|cnn|simd",
        "dtype": 1,
        "format": 0,
        "mode": "MeshTween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8304,
        "total_correct": 5067,
        "total_train": 263,
        "infer_ms": 690.464795,
        "train_ms": 1739.059967,
        "blocked_train": 1739059967,
        "duration": 2147575702,
        "avg_accuracy": 56.72697432263574,
        "soft_acc": 26.782078756850574,
        "adapt_pct": 27.23093359659548,
        "stability": 99.12598961983325,
        "consistency": 100,
        "throughput": 3866.6855805206906,
        "availability": 28.41974717852248,
        "score": 294.3088703870984,
        "zero_downtime": 7.61139907184971,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 24805792,
        "heap_mib": 23.656646728515625,
        "mobile_score": 252128.44613972394,
        "mobile_throughput": 3312511.1922222744,
        "mobile_availability": 24346.621582897376,
        "mobile_accuracy": 22943.664227568093,
        "soft_acc_blocks": [
          25.311285717948717,
          27.16935604814815,
          27.602545732824424,
          27.04512752848101
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.072370033,
        "time_to_acc50_sec": 0.555128048,
        "acc_per_sec": 12.470842695747063,
        "mobile_acc_per_sec": 10683.518260241563
      },
      "started": "2026-08-18T07:21:19.092318736+10:00",
      "ended": "2026-08-18T07:21:21.240184803+10:00"
    },
    {
      "cell": {
        "id": "float16|none|MeshTween|cnn|simd",
        "dtype": 2,
        "format": 0,
        "mode": "MeshTween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4768,
        "total_correct": 2368,
        "total_train": 213,
        "infer_ms": 666.452404,
        "train_ms": 1846.371671,
        "blocked_train": 1846371671,
        "duration": 2245342528,
        "avg_accuracy": 36.61052922864957,
        "soft_acc": 25.39090218054001,
        "adapt_pct": 25.677798965055647,
        "stability": 99.487685364601,
        "consistency": 100,
        "throughput": 2123.506743644594,
        "availability": 26.522047867596935,
        "score": 143.00091996587065,
        "zero_downtime": 6.734187230337535,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 26786872,
        "heap_mib": 25.54595184326172,
        "mobile_score": 245011.98146100127,
        "mobile_throughput": 3638330.4039605777,
        "mobile_availability": 45441.80206668844,
        "mobile_accuracy": 43503.74288376131,
        "soft_acc_blocks": [
          24.570719789473685,
          25.36474998148148,
          25.909832023668642,
          25.718306927536233
        ],
        "phase_blocks": [
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.708087064,
        "time_to_acc50_sec": 1.190551015,
        "acc_per_sec": 11.308253357298014,
        "mobile_acc_per_sec": 19375.103059447913
      },
      "started": "2026-08-18T07:21:22.700873158+10:00",
      "ended": "2026-08-18T07:21:24.946467977+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|MeshTween|cnn|simd",
        "dtype": 3,
        "format": 0,
        "mode": "MeshTween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6520,
        "total_correct": 3756,
        "total_train": 215,
        "infer_ms": 718.606477,
        "train_ms": 1771.007213,
        "blocked_train": 1771007213,
        "duration": 2199193818,
        "avg_accuracy": 52.30406196325719,
        "soft_acc": 25.84396271500323,
        "adapt_pct": 25.920187888498273,
        "stability": 99.59685475437635,
        "consistency": 100,
        "throughput": 2964.722775516642,
        "availability": 28.864175991898566,
        "score": 221.15785006417954,
        "zero_downtime": 7.459646881339179,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 26986752,
        "heap_mib": 25.736572265625,
        "mobile_score": 378922.89834787115,
        "mobile_throughput": 5079635.86447735,
        "mobile_availability": 49454.709485099724,
        "mobile_accuracy": 44279.99844419481,
        "soft_acc_blocks": [
          25.293792703703705,
          26.00789532093023,
          26.387762005263156,
          25.686400830115833
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.072620345,
        "time_to_acc50_sec": 0.550741957,
        "acc_per_sec": 11.751562096744323,
        "mobile_acc_per_sec": 20134.65028947022
      },
      "started": "2026-08-18T07:21:26.412887104+10:00",
      "ended": "2026-08-18T07:21:28.612436494+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|MeshTween|cnn|simd",
        "dtype": 4,
        "format": 0,
        "mode": "MeshTween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5128,
        "total_correct": 1171,
        "total_train": 201,
        "infer_ms": 735.367598,
        "train_ms": 1766.80112,
        "blocked_train": 1766801120,
        "duration": 2217064836,
        "avg_accuracy": 25.040320286722036,
        "soft_acc": 25.09844822403857,
        "adapt_pct": 24.90287152599082,
        "stability": 99.80441154364074,
        "consistency": 100,
        "throughput": 2312.967991162528,
        "availability": 29.389209157237975,
        "score": 170.60996476750398,
        "zero_downtime": 7.376235443783775,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 32841032,
        "heap_mib": 31.31964874267578,
        "mobile_score": 584632.4000524518,
        "mobile_throughput": 7925891.255886402,
        "mobile_availability": 100708.56006947701,
        "mobile_accuracy": 86005.32825153421,
        "soft_acc_blocks": [
          25.166682529411762,
          25.28950441818182,
          25.166597319148934,
          24.771008629411764
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.610367,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.320574760150393,
        "mobile_acc_per_sec": 38792.428103593
      },
      "started": "2026-08-18T07:21:30.101092627+10:00",
      "ended": "2026-08-18T07:21:32.318683505+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|MeshTween|cnn|simd",
        "dtype": 5,
        "format": 0,
        "mode": "MeshTween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4664,
        "total_correct": 1907,
        "total_train": 194,
        "infer_ms": 598.723932,
        "train_ms": 1825.236577,
        "blocked_train": 1825236577,
        "duration": 2295707878,
        "avg_accuracy": 41.48677195552195,
        "soft_acc": 25.145289267781163,
        "adapt_pct": 25.171098987478132,
        "stability": 99.9394651408596,
        "consistency": 100,
        "throughput": 2031.617369394243,
        "availability": 24.70023458620629,
        "score": 126.18264629198211,
        "zero_downtime": 6.210945436522101,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 26253016,
        "heap_mib": 25.036827087402344,
        "mobile_score": 432392.4657459524,
        "mobile_throughput": 6961781.7474834565,
        "mobile_availability": 84640.76203093413,
        "mobile_accuracy": 86165.83934396373,
        "soft_acc_blocks": [
          25.061855818181815,
          25.125721283783783,
          25.228485272189346,
          25.1650946969697
        ],
        "phase_blocks": [
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.068665974,
        "time_to_acc50_sec": 1.229819613,
        "acc_per_sec": 10.953174621540922,
        "mobile_acc_per_sec": 37533.451084826454
      },
      "started": "2026-08-18T07:21:33.694951203+10:00",
      "ended": "2026-08-18T07:21:35.990921841+10:00"
    },
    {
      "cell": {
        "id": "int64|none|MeshTween|cnn|simd",
        "dtype": 6,
        "format": 0,
        "mode": "MeshTween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3856,
        "total_correct": 2229,
        "total_train": 192,
        "infer_ms": 625.022339,
        "train_ms": 1796.586552,
        "blocked_train": 1796586552,
        "duration": 2150564736,
        "avg_accuracy": 51.867431131622524,
        "soft_acc": 25.71645730527508,
        "adapt_pct": 25.760116047963567,
        "stability": 99.59603865500571,
        "consistency": 100,
        "throughput": 1793.017403964351,
        "availability": 25.810209952685543,
        "score": 119.01102138150942,
        "zero_downtime": 6.637471622884236,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 25271936,
        "heap_mib": 24.1011962890625,
        "mobile_score": 50977.165341559485,
        "mobile_throughput": 768020.84043273,
        "mobile_availability": 11055.541957249672,
        "mobile_accuracy": 11015.383960513122,
        "soft_acc_blocks": [
          25.132665705882353,
          26.011102023809524,
          26.163774838926173,
          25.55828665248227
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.557819497,
        "time_to_acc50_sec": 0.557819497,
        "acc_per_sec": 11.958001949342425,
        "mobile_acc_per_sec": 5122.088991843824
      },
      "started": "2026-08-18T07:21:37.583109843+10:00",
      "ended": "2026-08-18T07:21:39.733949838+10:00"
    },
    {
      "cell": {
        "id": "int32|none|MeshTween|cnn|simd",
        "dtype": 7,
        "format": 0,
        "mode": "MeshTween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3824,
        "total_correct": 2189,
        "total_train": 199,
        "infer_ms": 647.341601,
        "train_ms": 1778.873754,
        "blocked_train": 1778873754,
        "duration": 2193684479,
        "avg_accuracy": 61.08332252918736,
        "soft_acc": 25.751249694033174,
        "adapt_pct": 25.579403041666666,
        "stability": 99.43993118336182,
        "consistency": 100,
        "throughput": 1743.1859670827348,
        "availability": 26.68112703457851,
        "score": 119.76949039674206,
        "zero_downtime": 6.8707236438565005,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 24661464,
        "heap_mib": 23.519004821777344,
        "mobile_score": 102604.09572079591,
        "mobile_throughput": 1493352.0985455438,
        "mobile_availability": 22857.18093252467,
        "mobile_accuracy": 22060.57385553148,
        "soft_acc_blocks": [
          25.33116546666667,
          26.04771718446602,
          26.514023125,
          25.112092999999998
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.071605345,
        "time_to_acc50_sec": 0.588840402,
        "acc_per_sec": 11.738812003525679,
        "mobile_acc_per_sec": 10056.40239820992
      },
      "started": "2026-08-18T07:21:41.125999598+10:00",
      "ended": "2026-08-18T07:21:43.31996616+10:00"
    },
    {
      "cell": {
        "id": "int16|none|MeshTween|cnn|simd",
        "dtype": 8,
        "format": 0,
        "mode": "MeshTween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3952,
        "total_correct": 2018,
        "total_train": 172,
        "infer_ms": 825.903086,
        "train_ms": 1753.923607,
        "blocked_train": 1753923607,
        "duration": 2430326685,
        "avg_accuracy": 50.339290020638444,
        "soft_acc": 25.794750428986077,
        "adapt_pct": 25.854603904748334,
        "stability": 99.69351491256765,
        "consistency": 100,
        "throughput": 1626.118835953941,
        "availability": 32.01389799713961,
        "score": 134.28335013917533,
        "zero_downtime": 8.257905090952335,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 25185736,
        "heap_mib": 24.01898956298828,
        "mobile_score": 230075.65058094103,
        "mobile_throughput": 2786126.1185118295,
        "mobile_availability": 54851.315533086046,
        "mobile_accuracy": 44195.68010755638,
        "soft_acc_blocks": [
          25.33199088888889,
          25.99922205511811,
          26.13176582962963,
          25.716022942307692
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.070902013,
        "time_to_acc50_sec": 0.603315491,
        "acc_per_sec": 10.613696746281695,
        "mobile_acc_per_sec": 18185.07790756385
      },
      "started": "2026-08-18T07:21:44.773458459+10:00",
      "ended": "2026-08-18T07:21:47.204070092+10:00"
    },
    {
      "cell": {
        "id": "int8|none|MeshTween|cnn|simd",
        "dtype": 9,
        "format": 0,
        "mode": "MeshTween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6248,
        "total_correct": 3678,
        "total_train": 233,
        "infer_ms": 861.632465,
        "train_ms": 1777.828019,
        "blocked_train": 1777828019,
        "duration": 2315009294,
        "avg_accuracy": 50.01085511771902,
        "soft_acc": 25.54235178520645,
        "adapt_pct": 25.804555219707662,
        "stability": 99.56956780763721,
        "consistency": 100,
        "throughput": 2698.909251117676,
        "availability": 32.64426462237576,
        "score": 225.03810063025867,
        "zero_downtime": 8.33811290754091,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 23807024,
        "heap_mib": 22.704147338867188,
        "mobile_score": 771142.3248577586,
        "mobile_throughput": 9248403.486601204,
        "mobile_availability": 111862.72032899439,
        "mobile_accuracy": 87526.46099844654,
        "soft_acc_blocks": [
          24.83759896,
          25.62416387978142,
          26.001622942965778,
          25.7060213580786
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.587062953,
        "time_to_acc50_sec": 0.587062953,
        "acc_per_sec": 11.033369002624163,
        "mobile_acc_per_sec": 37808.254690508606
      },
      "started": "2026-08-18T07:21:48.889996373+10:00",
      "ended": "2026-08-18T07:21:51.205296032+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|MeshTween|cnn|simd",
        "dtype": 10,
        "format": 0,
        "mode": "MeshTween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4520,
        "total_correct": 2576,
        "total_train": 202,
        "infer_ms": 692.538459,
        "train_ms": 1832.737122,
        "blocked_train": 1832737122,
        "duration": 2137116759,
        "avg_accuracy": 55.14095963919405,
        "soft_acc": 25.946116144155344,
        "adapt_pct": 25.841231932673864,
        "stability": 99.51615642725862,
        "consistency": 100,
        "throughput": 2114.999089761946,
        "availability": 27.424272590707005,
        "score": 150.49347125398302,
        "zero_downtime": 7.1155336180746,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 26959472,
        "heap_mib": 25.710556030273438,
        "mobile_score": 64252.378710755904,
        "mobile_throughput": 902987.4941149113,
        "mobile_availability": 11708.645788303416,
        "mobile_accuracy": 11077.554837937229,
        "soft_acc_blocks": [
          25.372550166666667,
          26.450192274509803,
          26.399748472868215,
          25.561973662576687
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.078473619,
        "time_to_acc50_sec": 0.58641889,
        "acc_per_sec": 12.140710625607584,
        "mobile_acc_per_sec": 5183.4111502268315
      },
      "started": "2026-08-18T07:21:52.652572861+10:00",
      "ended": "2026-08-18T07:21:54.790122537+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|MeshTween|cnn|simd",
        "dtype": 11,
        "format": 0,
        "mode": "MeshTween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4960,
        "total_correct": 2910,
        "total_train": 196,
        "infer_ms": 686.773837,
        "train_ms": 1787.975658,
        "blocked_train": 1787975658,
        "duration": 2164530112,
        "avg_accuracy": 59.784492014616816,
        "soft_acc": 25.71049880406148,
        "adapt_pct": 25.688177508616253,
        "stability": 99.70665206208895,
        "consistency": 100,
        "throughput": 2291.4904128624107,
        "availability": 27.75124667719146,
        "score": 163.49747306012645,
        "zero_downtime": 7.134983945051462,
        "weight_bytes": 1232,
        "weight_mib": 0.0011749267578125,
        "heap_bytes": 37396016,
        "heap_mib": 35.66361999511719,
        "mobile_score": 139155.4596684214,
        "mobile_throughput": 1950326.1778876747,
        "mobile_availability": 23619.554574498954,
        "mobile_accuracy": 21882.639605493157,
        "soft_acc_blocks": [
          25.382098375,
          25.874901031446537,
          26.10545909375,
          25.479536716049385
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.103539792,
        "time_to_acc50_sec": 0.587744409,
        "acc_per_sec": 11.878097080527693,
        "mobile_acc_per_sec": 10109.648964538479
      },
      "started": "2026-08-18T07:21:56.465155175+10:00",
      "ended": "2026-08-18T07:21:58.629966225+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|MeshTween|cnn|simd",
        "dtype": 12,
        "format": 0,
        "mode": "MeshTween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4856,
        "total_correct": 2913,
        "total_train": 204,
        "infer_ms": 782.511409,
        "train_ms": 1800.988336,
        "blocked_train": 1800988336,
        "duration": 2126302750,
        "avg_accuracy": 62.02521529102234,
        "soft_acc": 26.12407397785393,
        "adapt_pct": 26.090809171349182,
        "stability": 99.65990977140511,
        "consistency": 100,
        "throughput": 2283.776381326695,
        "availability": 30.288813092180117,
        "score": 180.70773287965807,
        "zero_downtime": 7.91267193921504,
        "weight_bytes": 620,
        "weight_mib": 0.000591278076171875,
        "heap_bytes": 27801024,
        "heap_mib": 26.51312255859375,
        "mobile_score": 305622.244696807,
        "mobile_throughput": 3862440.488429066,
        "mobile_availability": 51226.00399507397,
        "mobile_accuracy": 44182.38225064865,
        "soft_acc_blocks": [
          25.670282368421052,
          26.475921054263566,
          26.427757463414636,
          25.922335025316457
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.070837689,
        "time_to_acc50_sec": 0.070837689,
        "acc_per_sec": 12.286149739426303,
        "mobile_acc_per_sec": 20778.970563175284
      },
      "started": "2026-08-18T07:22:00.133258199+10:00",
      "ended": "2026-08-18T07:22:02.259865219+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|MeshTween|cnn|simd",
        "dtype": 13,
        "format": 0,
        "mode": "MeshTween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6888,
        "total_correct": 4162,
        "total_train": 249,
        "infer_ms": 688.13722,
        "train_ms": 1743.680208,
        "blocked_train": 1743680208,
        "duration": 2201772876,
        "avg_accuracy": 60.202798859318854,
        "soft_acc": 25.928369965304817,
        "adapt_pct": 25.86826601670828,
        "stability": 99.67342134024514,
        "consistency": 100,
        "throughput": 3128.3880708502284,
        "availability": 28.29724024825107,
        "score": 229.53024387657828,
        "zero_downtime": 7.337013141537677,
        "weight_bytes": 314,
        "weight_mib": 0.0002994537353515625,
        "heap_bytes": 26958368,
        "heap_mib": 25.709503173828125,
        "mobile_score": 766496.512748812,
        "mobile_throughput": 10446982.961082323,
        "mobile_availability": 94496.2006068475,
        "mobile_accuracy": 86585.56198961612,
        "soft_acc_blocks": [
          25.504160285714285,
          26.34636660487805,
          26.121107891129032,
          25.741845079497907
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.072386906,
        "time_to_acc50_sec": 0.640581279,
        "acc_per_sec": 11.776132882701937,
        "mobile_acc_per_sec": 39325.38316436964
      },
      "started": "2026-08-18T07:22:04.070783858+10:00",
      "ended": "2026-08-18T07:22:06.272869235+10:00"
    },
    {
      "cell": {
        "id": "int4|none|MeshTween|cnn|simd",
        "dtype": 14,
        "format": 0,
        "mode": "MeshTween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6488,
        "total_correct": 2162,
        "total_train": 245,
        "infer_ms": 633.790697,
        "train_ms": 1764.314031,
        "blocked_train": 1764314031,
        "duration": 2269177908,
        "avg_accuracy": 34.85091059636614,
        "soft_acc": 25.263559707391618,
        "adapt_pct": 25.121842991741293,
        "stability": 99.86477880067498,
        "consistency": 100,
        "throughput": 2859.1852481581623,
        "availability": 26.428816456593047,
        "score": 190.9037911699892,
        "zero_downtime": 6.676859825468326,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 25254008,
        "heap_mib": 24.08409881591797,
        "mobile_score": 1308347.2792801477,
        "mobile_throughput": 19595248.567141786,
        "mobile_availability": 181128.25258031706,
        "mobile_accuracy": 173142.2378022083,
        "soft_acc_blocks": [
          25.416659413793102,
          25.377072668161436,
          25.155484519999998,
          25.10502222761194
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.07226425,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.133353457357746,
        "mobile_acc_per_sec": 76301.74663334872
      },
      "started": "2026-08-18T07:22:07.74358212+10:00",
      "ended": "2026-08-18T07:22:10.0130331+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|MeshTween|cnn|simd",
        "dtype": 15,
        "format": 0,
        "mode": "MeshTween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4832,
        "total_correct": 1336,
        "total_train": 193,
        "infer_ms": 731.639989,
        "train_ms": 1809.558841,
        "blocked_train": 1809558841,
        "duration": 2216589831,
        "avg_accuracy": 24.392328348841865,
        "soft_acc": 24.956499903059314,
        "adapt_pct": 25.0776059625,
        "stability": 99.88380654912801,
        "consistency": 100,
        "throughput": 2179.9251861676526,
        "availability": 28.79113512735247,
        "score": 156.63328393313475,
        "zero_downtime": 7.185259610147394,
        "weight_bytes": 161,
        "weight_mib": 0.00015354156494140625,
        "heap_bytes": 26752344,
        "heap_mib": 25.513023376464844,
        "mobile_score": 1020136.0393383274,
        "mobile_throughput": 14197622.559074115,
        "mobile_availability": 187513.62302670025,
        "mobile_accuracy": 162539.04871025044,
        "soft_acc_blocks": [
          24.873900684210525,
          24.87396448427673,
          24.923451,
          25.15468344375
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.686721932,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.258961650924995,
        "mobile_acc_per_sec": 73328.42839801445
      },
      "started": "2026-08-18T07:22:11.468725008+10:00",
      "ended": "2026-08-18T07:22:13.685587807+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|MeshTween|cnn|simd",
        "dtype": 16,
        "format": 0,
        "mode": "MeshTween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5152,
        "total_correct": 1312,
        "total_train": 206,
        "infer_ms": 555.560829,
        "train_ms": 1821.711644,
        "blocked_train": 1821711644,
        "duration": 2447581986,
        "avg_accuracy": 24.822533797528298,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 2104.9345964584986,
        "availability": 23.369674082790763,
        "score": 122.97908871206451,
        "zero_downtime": 5.842418520697691,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 23606128,
        "heap_mib": 22.512557983398438,
        "mobile_score": 842829.5485316454,
        "mobile_throughput": 14426038.558274945,
        "mobile_availability": 160162.6102682118,
        "mobile_accuracy": 171335.9477124183,
        "soft_acc_blocks": [
          25,
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.819870519,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.214162443995043,
        "mobile_acc_per_sec": 70002.12809721926
      },
      "started": "2026-08-18T07:22:15.168352288+10:00",
      "ended": "2026-08-18T07:22:17.616339899+10:00"
    },
    {
      "cell": {
        "id": "int2|none|MeshTween|cnn|simd",
        "dtype": 17,
        "format": 0,
        "mode": "MeshTween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5784,
        "total_correct": 1653,
        "total_train": 251,
        "infer_ms": 561.738979,
        "train_ms": 1797.539829,
        "blocked_train": 1797539829,
        "duration": 2202871449,
        "avg_accuracy": 33.37689373311135,
        "soft_acc": 25.18364043104114,
        "adapt_pct": 24.816385588588588,
        "stability": 99.59250090110534,
        "consistency": 100,
        "throughput": 2625.663881850965,
        "availability": 23.809775135317537,
        "score": 157.43922160699356,
        "zero_downtime": 5.996168157517808,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 23807200,
        "heap_mib": 22.704315185546875,
        "mobile_score": 2143986.8731918815,
        "mobile_throughput": 35755949.74773711,
        "mobile_availability": 324238.4256141652,
        "mobile_accuracy": 342947.5447872649,
        "soft_acc_blocks": [
          25.613533148148147,
          25.55521351295337,
          24.682473360360362,
          24.8833417027027
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.072286697,
        "time_to_acc50_sec": 0.072286697,
        "acc_per_sec": 11.432187948358644,
        "mobile_acc_per_sec": 155682.05078101446
      },
      "started": "2026-08-18T07:22:19.131428562+10:00",
      "ended": "2026-08-18T07:22:21.334689386+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|MeshTween|cnn|simd",
        "dtype": 18,
        "format": 0,
        "mode": "MeshTween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4016,
        "total_correct": 873,
        "total_train": 189,
        "infer_ms": 576.786656,
        "train_ms": 1852.098006,
        "blocked_train": 1852098006,
        "duration": 2357610609,
        "avg_accuracy": 27.669083688031343,
        "soft_acc": 25.19289417872197,
        "adapt_pct": 24.92310160691689,
        "stability": 99.66267112802107,
        "consistency": 100,
        "throughput": 1703.4195488725848,
        "availability": 23.74697592783432,
        "score": 101.90793501320664,
        "zero_downtime": 5.9825505161458805,
        "weight_bytes": 85,
        "weight_mib": 0.00008106231689453125,
        "heap_bytes": 28236528,
        "heap_mib": 26.928451538085938,
        "mobile_score": 1257155.4689930372,
        "mobile_throughput": 21013704.198571995,
        "mobile_availability": 292947.16506476235,
        "mobile_accuracy": 310784.28478055965,
        "soft_acc_blocks": [
          25.512028533333332,
          25.513845564885496,
          24.722100412587412,
          25.023602204081634
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.069851231,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.685774013125835,
        "mobile_acc_per_sec": 131821.71966573453
      },
      "started": "2026-08-18T07:22:22.868102662+10:00",
      "ended": "2026-08-18T07:22:25.226019833+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|MeshTween|cnn|simd",
        "dtype": 19,
        "format": 0,
        "mode": "MeshTween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7184,
        "total_correct": 2100,
        "total_train": 249,
        "infer_ms": 699.496781,
        "train_ms": 1732.658281,
        "blocked_train": 1732658281,
        "duration": 2164086427,
        "avg_accuracy": 38.1414803070761,
        "soft_acc": 25.326184508714164,
        "adapt_pct": 24.895429948743384,
        "stability": 99.5592480593749,
        "consistency": 100,
        "throughput": 3319.64560674175,
        "availability": 28.760369432399294,
        "score": 241.79980669867666,
        "zero_downtime": 7.283904227837273,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 25090264,
        "heap_mib": 23.927940368652344,
        "mobile_score": 3292798.3650502805,
        "mobile_throughput": 45206502.74980308,
        "mobile_availability": 391654.97581750026,
        "mobile_accuracy": 344888.6915247982,
        "soft_acc_blocks": [
          25.568168857142858,
          25.613908925233645,
          25.55903065873016,
          24.56362959375
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.071200032,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.70294503617538,
        "mobile_acc_per_sec": 159369.18563964462
      },
      "started": "2026-08-18T07:22:26.843292916+10:00",
      "ended": "2026-08-18T07:22:29.007673873+10:00"
    },
    {
      "cell": {
        "id": "binary|none|MeshTween|cnn|simd",
        "dtype": 20,
        "format": 0,
        "mode": "MeshTween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6640,
        "total_correct": 897,
        "total_train": 218,
        "infer_ms": 646.717254,
        "train_ms": 1721.224533,
        "blocked_train": 1721224533,
        "duration": 2351657062,
        "avg_accuracy": 13.185858366779417,
        "soft_acc": 24.061344385802208,
        "adapt_pct": 23.804599504468268,
        "stability": 99.30625256784786,
        "consistency": 100,
        "throughput": 2823.540943658221,
        "availability": 27.311366248548744,
        "score": 185.54848175599443,
        "zero_downtime": 6.5714818895310625,
        "weight_bytes": 39,
        "weight_mib": 0.00003719329833984375,
        "heap_bytes": 24688056,
        "heap_mib": 23.54436492919922,
        "mobile_score": 4988761.14886599,
        "mobile_throughput": 75915314.5778811,
        "mobile_availability": 734308.7993702114,
        "mobile_accuracy": 646926.878222742,
        "soft_acc_blocks": [
          24.059112392857145,
          24.168457031818182,
          24.985675251012147,
          23.03213286752137
        ],
        "phase_blocks": [
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 1.22673999,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.231655276020092,
        "mobile_acc_per_sec": 275094.0554540524
      },
      "started": "2026-08-18T07:22:30.426320229+10:00",
      "ended": "2026-08-18T07:22:32.778256406+10:00"
    },
    {
      "cell": {
        "id": "int|none|MeshTween|cnn|simd",
        "dtype": 21,
        "format": 0,
        "mode": "MeshTween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3160,
        "total_correct": 1821,
        "total_train": 159,
        "infer_ms": 617.309518,
        "train_ms": 1724.492021,
        "blocked_train": 1724492021,
        "duration": 2448462843,
        "avg_accuracy": 52.238464977014594,
        "soft_acc": 25.805839072609015,
        "adapt_pct": 25.95440984462898,
        "stability": 99.45506299736525,
        "consistency": 100,
        "throughput": 1290.6056585805413,
        "availability": 26.360454023085346,
        "score": 87.79391898274568,
        "zero_downtime": 6.8025363440064925,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 25940208,
        "heap_mib": 24.738510131835938,
        "mobile_score": 37605.635780740005,
        "mobile_throughput": 552817.8590897671,
        "mobile_availability": 11291.233430437394,
        "mobile_accuracy": 11053.669735049049,
        "soft_acc_blocks": [
          25.08811246153846,
          25.836762774774773,
          26.616085504504504,
          25.68239554961832
        ],
        "phase_blocks": [
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.071514301,
        "time_to_acc50_sec": 0.727137428,
        "acc_per_sec": 10.539608206179755,
        "mobile_acc_per_sec": 4514.534401308473
      },
      "started": "2026-08-18T07:22:34.375449919+10:00",
      "ended": "2026-08-18T07:22:36.824198699+10:00"
    },
    {
      "cell": {
        "id": "uint|none|MeshTween|cnn|simd",
        "dtype": 22,
        "format": 0,
        "mode": "MeshTween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3416,
        "total_correct": 1737,
        "total_train": 198,
        "infer_ms": 613.918231,
        "train_ms": 1851.059488,
        "blocked_train": 1851059488,
        "duration": 2211317248,
        "avg_accuracy": 47.37058157848552,
        "soft_acc": 25.657232305730247,
        "adapt_pct": 25.926269075343257,
        "stability": 99.59144430020064,
        "consistency": 100,
        "throughput": 1544.7806067128367,
        "availability": 24.905630029347947,
        "score": 98.71295377650905,
        "zero_downtime": 6.390095353835514,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 25225144,
        "heap_mib": 24.05657196044922,
        "mobile_score": 42144.965072946565,
        "mobile_throughput": 659535.7774692669,
        "mobile_availability": 10633.324883409427,
        "mobile_accuracy": 10954.217435754641,
        "soft_acc_blocks": [
          25.070680352941178,
          25.567054849557522,
          26.203580814814813,
          25.787613205607478
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.610653068,
        "time_to_acc50_sec": 0.610653068,
        "acc_per_sec": 11.602691711890563,
        "mobile_acc_per_sec": 4953.706866647947
      },
      "started": "2026-08-18T07:22:38.232707559+10:00",
      "ended": "2026-08-18T07:22:40.444330641+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|MeshTween|cnn|simd",
        "dtype": 23,
        "format": 0,
        "mode": "MeshTween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4016,
        "total_correct": 2376,
        "total_train": 207,
        "infer_ms": 628.114237,
        "train_ms": 1801.994857,
        "blocked_train": 1801994857,
        "duration": 2192079920,
        "avg_accuracy": 59.27294397118091,
        "soft_acc": 25.76812406333954,
        "adapt_pct": 25.7196011649947,
        "stability": 99.68782448089524,
        "consistency": 100,
        "throughput": 1832.0499920459106,
        "availability": 25.847162110986282,
        "score": 122.0205532435128,
        "zero_downtime": 6.660328799611436,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 25958352,
        "heap_mib": 24.755813598632812,
        "mobile_score": 52096.01939652674,
        "mobile_throughput": 782183.897581243,
        "mobile_availability": 11035.306945313336,
        "mobile_accuracy": 11001.562075667882,
        "soft_acc_blocks": [
          25.377023923076926,
          26.083297015625,
          26.06554713432836,
          25.54662818032787
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.071835499,
        "time_to_acc50_sec": 0.581870284,
        "acc_per_sec": 11.755102461473914,
        "mobile_acc_per_sec": 5018.7778170368365
      },
      "started": "2026-08-18T07:22:41.979624159+10:00",
      "ended": "2026-08-18T07:22:44.172057724+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|MeshTween|cnn|simd",
        "dtype": 24,
        "format": 0,
        "mode": "MeshTween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3616,
        "total_correct": 1843,
        "total_train": 171,
        "infer_ms": 756.102446,
        "train_ms": 1740.900741,
        "blocked_train": 1740900741,
        "duration": 2283157998,
        "avg_accuracy": 50.613411044404394,
        "soft_acc": 25.838222613225085,
        "adapt_pct": 25.51892932924469,
        "stability": 99.20535127425342,
        "consistency": 100,
        "throughput": 1583.7712515592623,
        "availability": 30.28039571340764,
        "score": 123.91293318714146,
        "zero_downtime": 7.823916052595732,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 36782736,
        "heap_mib": 35.07875061035156,
        "mobile_score": 53076.84960361113,
        "mobile_throughput": 678392.3708639726,
        "mobile_availability": 12970.300741659366,
        "mobile_accuracy": 11067.540896603394,
        "soft_acc_blocks": [
          25.294511166666666,
          26.36112720689655,
          26.837716170940173,
          24.859535908396946
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.124622059,
        "time_to_acc50_sec": 0.63435377,
        "acc_per_sec": 11.316878917647768,
        "mobile_acc_per_sec": 4847.470436254667
      },
      "started": "2026-08-18T07:22:45.877469865+10:00",
      "ended": "2026-08-18T07:22:48.161277185+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|MeshTween|cnn|simd",
        "dtype": 25,
        "format": 0,
        "mode": "MeshTween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3352,
        "total_correct": 1811,
        "total_train": 183,
        "infer_ms": 643.947249,
        "train_ms": 1816.685914,
        "blocked_train": 1816685914,
        "duration": 2343201681,
        "avg_accuracy": 52.454071441843176,
        "soft_acc": 25.537030865528614,
        "adapt_pct": 25.532488950998697,
        "stability": 99.56166271027152,
        "consistency": 100,
        "throughput": 1430.5213363322096,
        "availability": 26.16998172189554,
        "score": 95.60226032685622,
        "zero_downtime": 6.6830363098236605,
        "weight_bytes": 4896,
        "weight_mib": 0.004669189453125,
        "heap_bytes": 24702768,
        "heap_mib": 23.558395385742188,
        "mobile_score": 20475.12984568905,
        "mobile_throughput": 306374.6611041428,
        "mobile_availability": 5604.823274922046,
        "mobile_accuracy": 5469.2642313832785,
        "soft_acc_blocks": [
          25.128993076923077,
          25.763848107692308,
          26.14445685869565,
          25.11082541880342
        ],
        "phase_blocks": [
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.070896697,
        "time_to_acc50_sec": 0.711266553,
        "acc_per_sec": 10.898349498721025,
        "mobile_acc_per_sec": 2334.0987998306573
      },
      "started": "2026-08-18T07:22:49.670487441+10:00",
      "ended": "2026-08-18T07:22:52.014014955+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|MeshTween|cnn|simd",
        "dtype": 26,
        "format": 0,
        "mode": "MeshTween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2824,
        "total_correct": 712,
        "total_train": 158,
        "infer_ms": 749.826621,
        "train_ms": 1931.031118,
        "blocked_train": 1931031118,
        "duration": 2426853515,
        "avg_accuracy": 26.377615440115438,
        "soft_acc": 25.168334964935067,
        "adapt_pct": 24.911133163636364,
        "stability": 99.64960280201136,
        "consistency": 100,
        "throughput": 1163.6466653406562,
        "availability": 27.969653521402314,
        "score": 81.91486147081429,
        "zero_downtime": 7.039496086798291,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 39819632,
        "heap_mib": 37.97496032714844,
        "mobile_score": 561398.416873337,
        "mobile_throughput": 7974980.168341463,
        "mobile_availability": 191688.28373109773,
        "mobile_accuracy": 172489.62094242976,
        "soft_acc_blocks": [
          25.2219482,
          25.313873714285716,
          25.5416364,
          24.595881545454546
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.637017618,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.370768078655571,
        "mobile_acc_per_sec": 71075.41509048591
      },
      "started": "2026-08-18T07:22:53.869800577+10:00",
      "ended": "2026-08-18T07:22:56.297987059+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|MeshTween|cnn|simd",
        "dtype": 27,
        "format": 0,
        "mode": "MeshTween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2008,
        "total_correct": 754,
        "total_train": 114,
        "infer_ms": 670.376538,
        "train_ms": 1796.847807,
        "blocked_train": 1796847807,
        "duration": 2322254921,
        "avg_accuracy": 35.0268308080808,
        "soft_acc": 25.15195138947511,
        "adapt_pct": 25.184346275252526,
        "stability": 99.953304909346,
        "consistency": 100,
        "throughput": 864.6768198623618,
        "availability": 27.171284174402874,
        "score": 59.09294934112638,
        "zero_downtime": 6.834108187441953,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 24680832,
        "heap_mib": 23.5374755859375,
        "mobile_score": 269406.29760139534,
        "mobile_throughput": 3942084.178539112,
        "mobile_availability": 123874.59336721161,
        "mobile_accuracy": 114668.40252247936,
        "soft_acc_blocks": [
          25.11934575,
          25.160023357142855,
          25.103834075757575,
          25.224602375
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.088412668,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.830831345011976,
        "mobile_acc_per_sec": 49378.04264533599
      },
      "started": "2026-08-18T07:22:57.761840742+10:00",
      "ended": "2026-08-18T07:23:00.084395037+10:00"
    },
    {
      "cell": {
        "id": "int6|none|MeshTween|cnn|simd",
        "dtype": 28,
        "format": 0,
        "mode": "MeshTween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2152,
        "total_correct": 510,
        "total_train": 117,
        "infer_ms": 629.872732,
        "train_ms": 1840.447917,
        "blocked_train": 1840447917,
        "duration": 2206250090,
        "avg_accuracy": 21.32251939237233,
        "soft_acc": 25.077728900669456,
        "adapt_pct": 25.15390241612799,
        "stability": 99.88017730422659,
        "consistency": 100,
        "throughput": 975.4107250823953,
        "availability": 25.49761029018545,
        "score": 62.36992312291097,
        "zero_downtime": 6.3942215847219055,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 25195928,
        "heap_mib": 24.028709411621094,
        "mobile_score": 284346.1065588239,
        "mobile_throughput": 4446922.941147816,
        "mobile_availability": 116244.2704680065,
        "mobile_accuracy": 114330.02025977554,
        "soft_acc_blocks": [
          25.064591888888888,
          25.049698685185188,
          24.93154280882353,
          25.265082219780222
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.689330006,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.36667552528891,
        "mobile_acc_per_sec": 51820.97024176236
      },
      "started": "2026-08-18T07:23:01.522052755+10:00",
      "ended": "2026-08-18T07:23:03.728599719+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|MeshTween|cnn|simd",
        "dtype": 29,
        "format": 0,
        "mode": "MeshTween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2464,
        "total_correct": 701,
        "total_train": 130,
        "infer_ms": 650.119061,
        "train_ms": 1830.028234,
        "blocked_train": 1830028234,
        "duration": 2273858035,
        "avg_accuracy": 28.437100876427543,
        "soft_acc": 25.115521656797664,
        "adapt_pct": 25.034777825653133,
        "stability": 99.92338072269268,
        "consistency": 100,
        "throughput": 1083.6208602618412,
        "availability": 26.21292139828332,
        "score": 71.34030883523933,
        "zero_downtime": 6.583511950665196,
        "weight_bytes": 238,
        "weight_mib": 0.0002269744873046875,
        "heap_bytes": 24887488,
        "heap_mib": 23.73455810546875,
        "mobile_score": 314309.81376983155,
        "mobile_throughput": 4774196.752814792,
        "mobile_availability": 115488.40448792576,
        "mobile_accuracy": 110653.50099495071,
        "soft_acc_blocks": [
          25.170107555555557,
          25.208962037974683,
          25.061700590361447,
          25.02131644329897
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.071946904,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.045334084279217,
        "mobile_acc_per_sec": 48663.32870906372
      },
      "started": "2026-08-18T07:23:05.2637453+10:00",
      "ended": "2026-08-18T07:23:07.537999636+10:00"
    },
    {
      "cell": {
        "id": "int5|none|MeshTween|cnn|simd",
        "dtype": 30,
        "format": 0,
        "mode": "MeshTween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2192,
        "total_correct": 386,
        "total_train": 133,
        "infer_ms": 608.457178,
        "train_ms": 1860.77648,
        "blocked_train": 1860776480,
        "duration": 2251829980,
        "avg_accuracy": 13.609648010182738,
        "soft_acc": 24.859004475309753,
        "adapt_pct": 24.970969426575696,
        "stability": 99.8688615373288,
        "consistency": 100,
        "throughput": 973.4305073955894,
        "availability": 24.64153912808846,
        "score": 59.62886133030202,
        "zero_downtime": 6.125641314636714,
        "weight_bytes": 192,
        "weight_mib": 0.00018310546875,
        "heap_bytes": 27172904,
        "heap_mib": 25.914100646972656,
        "mobile_score": 325653.0880118894,
        "mobile_throughput": 5316228.477723112,
        "mobile_availability": 134575.6590248671,
        "mobile_accuracy": 135763.30977449167,
        "soft_acc_blocks": [
          24.72524277777778,
          24.738618917808218,
          25.03140413157895,
          24.940752074074073
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.165786225,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.039467764484488,
        "mobile_acc_per_sec": 60290.21328443795
      },
      "started": "2026-08-18T07:23:09.199578207+10:00",
      "ended": "2026-08-18T07:23:11.45176527+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|MeshTween|cnn|simd",
        "dtype": 31,
        "format": 0,
        "mode": "MeshTween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2144,
        "total_correct": 279,
        "total_train": 122,
        "infer_ms": 840.12104,
        "train_ms": 1844.4027,
        "blocked_train": 1844402700,
        "duration": 2490715402,
        "avg_accuracy": 14.337667276946148,
        "soft_acc": 24.83304363172829,
        "adapt_pct": 24.747754402301517,
        "stability": 99.84912577808122,
        "consistency": 100,
        "throughput": 860.7968611260869,
        "availability": 31.294975249501793,
        "score": 66.89678380236843,
        "zero_downtime": 7.771494858247349,
        "weight_bytes": 200,
        "weight_mib": 0.00019073486328125,
        "heap_bytes": 24673064,
        "heap_mib": 23.530067443847656,
        "mobile_score": 350731.8098617614,
        "mobile_throughput": 4513054.647260739,
        "mobile_availability": 164075.79983610797,
        "mobile_accuracy": 130196.66779591562,
        "soft_acc_blocks": [
          24.9615239375,
          24.875141784810126,
          24.918377048192774,
          24.577131756410257
        ],
        "phase_blocks": [
          "A",
          "A",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.970245340671118,
        "mobile_acc_per_sec": 52272.799891697796
      },
      "started": "2026-08-18T07:23:12.894451514+10:00",
      "ended": "2026-08-18T07:23:15.385516342+10:00"
    },
    {
      "cell": {
        "id": "int3|none|MeshTween|cnn|simd",
        "dtype": 32,
        "format": 0,
        "mode": "MeshTween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2560,
        "total_correct": 654,
        "total_train": 141,
        "infer_ms": 649.967753,
        "train_ms": 1743.978636,
        "blocked_train": 1743978636,
        "duration": 2382532697,
        "avg_accuracy": 24.591645022831962,
        "soft_acc": 25.09057757568197,
        "adapt_pct": 25.052331102277712,
        "stability": 99.84150137451414,
        "consistency": 100,
        "throughput": 1074.4868279136151,
        "availability": 27.150472374258335,
        "score": 73.19630272029849,
        "zero_downtime": 6.81221033322739,
        "weight_bytes": 115,
        "weight_mib": 0.00010967254638671875,
        "heap_bytes": 42192712,
        "heap_mib": 40.23810577392578,
        "mobile_score": 667407.7071412149,
        "mobile_throughput": 9797226.957098668,
        "mobile_availability": 247559.42365487225,
        "mobile_accuracy": 228777.19540868085,
        "soft_acc_blocks": [
          25.26903,
          25.142244227272727,
          24.834991969072163,
          25.11604410638298
        ],
        "phase_blocks": [
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 1.841654101,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.531052777271485,
        "mobile_acc_per_sec": 96022.68866939326
      },
      "started": "2026-08-18T07:23:17.180298776+10:00",
      "ended": "2026-08-18T07:23:19.563614493+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|MeshTween|cnn|simd",
        "dtype": 33,
        "format": 0,
        "mode": "MeshTween",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2824,
        "total_correct": 493,
        "total_train": 156,
        "infer_ms": 575.110115,
        "train_ms": 1707.637205,
        "blocked_train": 1707637205,
        "duration": 2396690386,
        "avg_accuracy": 24.350443165204677,
        "soft_acc": 24.911871604239764,
        "adapt_pct": 24.69477253479532,
        "stability": 99.67241396457898,
        "consistency": 100,
        "throughput": 1178.2915375703435,
        "availability": 25.193770241727847,
        "score": 73.95240120247728,
        "zero_downtime": 6.2762396948864065,
        "weight_bytes": 123,
        "weight_mib": 0.00011730194091796875,
        "heap_bytes": 57741344,
        "heap_mib": 55.066436767578125,
        "mobile_score": 630444.821490153,
        "mobile_throughput": 10044944.937393175,
        "mobile_availability": 214777.09613813023,
        "mobile_accuracy": 212373.90796168547,
        "soft_acc_blocks": [
          25.392478416666666,
          25.013076166666664,
          24.71784969473684,
          24.52408213888889
        ],
        "phase_blocks": [
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.239843081,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.394280274898955,
        "mobile_acc_per_sec": 88611.32384985729
      },
      "started": "2026-08-18T07:23:20.987934136+10:00",
      "ended": "2026-08-18T07:23:23.384975354+10:00"
    },
    {
      "cell": {
        "id": "float64|none|MeshTween|bicameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "MeshTween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 912,
        "total_correct": 356,
        "total_train": 59,
        "infer_ms": 502.443119,
        "train_ms": 1832.869312,
        "blocked_train": 1832869312,
        "duration": 2352743865,
        "avg_accuracy": 36.84411075036075,
        "soft_acc": 25.001698787331648,
        "adapt_pct": 25.00183085432099,
        "stability": 99.99911272803485,
        "consistency": 100,
        "throughput": 387.6325058444048,
        "availability": 21.51502781085483,
        "score": 20.851227134832502,
        "zero_downtime": 5.379122447280558,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 37329952,
        "heap_mib": 35.600616455078125,
        "mobile_score": 172.34279499412068,
        "mobile_throughput": 3203.920280365609,
        "mobile_availability": 177.8293432478474,
        "mobile_accuracy": 206.64791672677094,
        "soft_acc_blocks": [
          25.00190575,
          25.002024636363636,
          25.000236962962962,
          25.002627800000003
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.14734672,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.626613104496034,
        "mobile_acc_per_sec": 87.83273003105714
      },
      "started": "2026-08-18T07:23:25.056164734+10:00",
      "ended": "2026-08-18T07:23:27.461137657+10:00"
    },
    {
      "cell": {
        "id": "float32|none|MeshTween|bicameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "MeshTween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1840,
        "total_correct": 447,
        "total_train": 96,
        "infer_ms": 471.29024,
        "train_ms": 1872.019632,
        "blocked_train": 1872019632,
        "duration": 2354646045,
        "avg_accuracy": 25.4527417027417,
        "soft_acc": 25.000360238672435,
        "adapt_pct": 25.00022025887446,
        "stability": 99.99926336084768,
        "consistency": 100,
        "throughput": 781.4337971973193,
        "availability": 20.112160394636874,
        "score": 39.291370830249065,
        "zero_downtime": 5.028112550438823,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 26375816,
        "heap_mib": 25.15393829345703,
        "mobile_score": 649.5142587290208,
        "mobile_throughput": 12917.655526074794,
        "mobile_availability": 332.4682919972057,
        "mobile_accuracy": 413.27370629376634,
        "soft_acc_blocks": [
          25.000733555555556,
          25.000834095238094,
          24.99908583116883,
          25.00078747272727
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.071241643,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.617460017721022,
        "mobile_acc_per_sec": 175.51415303855845
      },
      "started": "2026-08-18T07:23:28.914955388+10:00",
      "ended": "2026-08-18T07:23:31.272039764+10:00"
    },
    {
      "cell": {
        "id": "float16|none|MeshTween|bicameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "MeshTween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 440,
        "total_correct": 139,
        "total_train": 34,
        "infer_ms": 447.015776,
        "train_ms": 1970.605617,
        "blocked_train": 1970605617,
        "duration": 2306142706,
        "avg_accuracy": 26.612103174603174,
        "soft_acc": 24.99946836011905,
        "adapt_pct": 25.00292591666667,
        "stability": 99.99576882582186,
        "consistency": 100,
        "throughput": 190.79478423222955,
        "availability": 18.48989991957769,
        "score": 8.81925361341234,
        "zero_downtime": 4.622376680212502,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 24769776,
        "heap_mib": 23.622299194335938,
        "mobile_score": 291.5770487116111,
        "mobile_throughput": 6307.946515042701,
        "mobile_availability": 611.3023489113097,
        "mobile_accuracy": 826.517925815998,
        "soft_acc_blocks": [
          24.992437,
          25.00027635714286,
          25.001542416666666,
          25.003617666666667
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.630857298,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.840382208384916,
        "mobile_acc_per_sec": 358.3984302730301
      },
      "started": "2026-08-18T07:23:32.957080424+10:00",
      "ended": "2026-08-18T07:23:35.266110888+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|MeshTween|bicameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "MeshTween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 568,
        "total_correct": 119,
        "total_train": 43,
        "infer_ms": 392.593958,
        "train_ms": 1960.652502,
        "blocked_train": 1960652502,
        "duration": 2243207978,
        "avg_accuracy": 24.004934210526315,
        "soft_acc": 24.999704559429823,
        "adapt_pct": 24.99939727222222,
        "stability": 99.99954973605013,
        "consistency": 100,
        "throughput": 253.20879988418088,
        "availability": 16.68307866061764,
        "score": 10.560631012042169,
        "zero_downtime": 4.170720376571691,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 26342632,
        "heap_mib": 25.122291564941406,
        "mobile_score": 349.14945844630876,
        "mobile_throughput": 8371.44250685316,
        "mobile_availability": 551.566272217045,
        "mobile_accuracy": 826.5257349006396,
        "soft_acc_blocks": [
          25.000044333333335,
          25.00016742105263,
          24.999021149999997,
          24.999585333333336
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.072184924,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.144621811535757,
        "mobile_acc_per_sec": 368.45702360489713
      },
      "started": "2026-08-18T07:23:36.759463571+10:00",
      "ended": "2026-08-18T07:23:39.005415295+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|MeshTween|bicameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "MeshTween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 584,
        "total_correct": 117,
        "total_train": 36,
        "infer_ms": 559.327112,
        "train_ms": 1927.207631,
        "blocked_train": 1927207631,
        "duration": 2279023872,
        "avg_accuracy": 18.573232323232325,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 256.2500582705612,
        "availability": 22.494240773212475,
        "score": 14.410376272219326,
        "zero_downtime": 5.623560193303118,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 27261264,
        "heap_mib": 25.998367309570312,
        "mobile_score": 952.8550075683347,
        "mobile_throughput": 16943.981656016647,
        "mobile_availability": 1487.383088221216,
        "mobile_accuracy": 1653.0710051708916,
        "soft_acc_blocks": [
          25,
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.969608658842517,
        "mobile_acc_per_sec": 725.3416804801647
      },
      "started": "2026-08-18T07:23:40.610141346+10:00",
      "ended": "2026-08-18T07:23:42.892056308+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|MeshTween|bicameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "MeshTween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 480,
        "total_correct": 49,
        "total_train": 27,
        "infer_ms": 670.140433,
        "train_ms": 1706.735573,
        "blocked_train": 1706735573,
        "duration": 2538398903,
        "avg_accuracy": 10.740131578947368,
        "soft_acc": 24.999187534210527,
        "adapt_pct": 24.99896624561403,
        "stability": 99.99970358826052,
        "consistency": 100,
        "throughput": 189.09557494399846,
        "availability": 28.194168787448312,
        "score": 13.328048234920411,
        "zero_downtime": 7.048313128886053,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 25160720,
        "heap_mib": 23.995132446289062,
        "mobile_score": 881.2884037066405,
        "mobile_throughput": 12503.536485841729,
        "mobile_availability": 1864.2785174969983,
        "mobile_accuracy": 1653.0172826253208,
        "soft_acc_blocks": [
          24.999147,
          24.9994234,
          24.999460736842106,
          24.998719
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.84840779148829,
        "mobile_acc_per_sec": 651.2046946883355
      },
      "started": "2026-08-18T07:23:44.429278626+10:00",
      "ended": "2026-08-18T07:23:46.970709922+10:00"
    },
    {
      "cell": {
        "id": "int64|none|MeshTween|bicameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "MeshTween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 424,
        "total_correct": 101,
        "total_train": 32,
        "infer_ms": 484.591982,
        "train_ms": 1981.806834,
        "blocked_train": 1981806834,
        "duration": 2337425623,
        "avg_accuracy": 22.50434027777778,
        "soft_acc": 24.99890849652778,
        "adapt_pct": 24.99871991666667,
        "stability": 99.99808134143268,
        "consistency": 100,
        "throughput": 181.3961461823164,
        "availability": 19.647754404371234,
        "score": 8.90967831044701,
        "zero_downtime": 4.911724145171272,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 27192992,
        "heap_mib": 25.933258056640625,
        "mobile_score": 73.64165440199965,
        "mobile_throughput": 1499.3035485186388,
        "mobile_availability": 162.39566561292386,
        "mobile_accuracy": 206.6248539826516,
        "soft_acc_blocks": [
          24.9994655,
          25.00027161111111,
          24.995634,
          25.000262875
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.071578517,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.695060518949303,
        "mobile_acc_per_sec": 88.39847221211521
      },
      "started": "2026-08-18T07:23:48.544555166+10:00",
      "ended": "2026-08-18T07:23:50.885716774+10:00"
    },
    {
      "cell": {
        "id": "int32|none|MeshTween|bicameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "MeshTween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 456,
        "total_correct": 60,
        "total_train": 31,
        "infer_ms": 539.203749,
        "train_ms": 1998.452597,
        "blocked_train": 1998452597,
        "duration": 2350434615,
        "avg_accuracy": 13.721478174603174,
        "soft_acc": 24.99969968501984,
        "adapt_pct": 24.999698130952382,
        "stability": 99.99953733721117,
        "consistency": 100,
        "throughput": 194.00667310202968,
        "availability": 21.248099643197317,
        "score": 10.305559005755768,
        "zero_downtime": 5.311961099573102,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 23957144,
        "heap_mib": 22.847312927246094,
        "mobile_score": 170.35820784492623,
        "mobile_throughput": 3207.068061146328,
        "mobile_availability": 351.2461743515145,
        "mobile_accuracy": 413.26278687286174,
        "soft_acc_blocks": [
          24.9990395,
          25.000157222222224,
          25.000109642857144,
          24.999492375
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.636202992194207,
        "mobile_acc_per_sec": 175.82398771508122
      },
      "started": "2026-08-18T07:23:52.54820166+10:00",
      "ended": "2026-08-18T07:23:54.901936063+10:00"
    },
    {
      "cell": {
        "id": "int16|none|MeshTween|bicameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "MeshTween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 432,
        "total_correct": 66,
        "total_train": 32,
        "infer_ms": 514.323198,
        "train_ms": 2017.709707,
        "blocked_train": 2017709707,
        "duration": 2303038255,
        "avg_accuracy": 12.825520833333332,
        "soft_acc": 24.998768562499997,
        "adapt_pct": 24.998704333333336,
        "stability": 99.99929049131491,
        "consistency": 100,
        "throughput": 187.57829969263796,
        "availability": 20.31265853553353,
        "score": 9.525065671797176,
        "zero_downtime": 5.077914496188928,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 27259888,
        "heap_mib": 25.997055053710938,
        "mobile_score": 314.91219768793025,
        "mobile_throughput": 6201.604968423116,
        "mobile_availability": 671.5653372605501,
        "mobile_accuracy": 826.4947895129271,
        "soft_acc_blocks": [
          24.9978265,
          24.99982625,
          24.99873,
          24.9986915
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.85469097537852,
        "mobile_acc_per_sec": 358.87149842976754
      },
      "started": "2026-08-18T07:23:56.511157981+10:00",
      "ended": "2026-08-18T07:23:58.81725415+10:00"
    },
    {
      "cell": {
        "id": "int8|none|MeshTween|bicameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "MeshTween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1544,
        "total_correct": 414,
        "total_train": 81,
        "infer_ms": 415.074915,
        "train_ms": 1896.174833,
        "blocked_train": 1896174833,
        "duration": 2293012585,
        "avg_accuracy": 27.26511437908497,
        "soft_acc": 25.000622449763505,
        "adapt_pct": 25.00076167734205,
        "stability": 99.99966295954698,
        "consistency": 100,
        "throughput": 673.349989485557,
        "availability": 17.95889498134842,
        "score": 30.232307072112597,
        "zero_downtime": 4.489835530436444,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 25342888,
        "heap_mib": 24.168861389160156,
        "mobile_score": 1999.046009613289,
        "mobile_throughput": 44523.81375802796,
        "mobile_availability": 1187.4931431430446,
        "mobile_accuracy": 1653.1121633171406,
        "soft_acc_blocks": [
          25.00087016666667,
          25.00004843859649,
          25.000857355555556,
          25.000713838235292
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.070466227,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.902959108601449,
        "mobile_acc_per_sec": 720.9346229197171
      },
      "started": "2026-08-18T07:24:00.483212983+10:00",
      "ended": "2026-08-18T07:24:02.779130356+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|MeshTween|bicameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "MeshTween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 440,
        "total_correct": 138,
        "total_train": 31,
        "infer_ms": 506.048575,
        "train_ms": 1953.29576,
        "blocked_train": 1953295760,
        "duration": 2312729433,
        "avg_accuracy": 30.691964285714285,
        "soft_acc": 25.0014245,
        "adapt_pct": 24.999954047619045,
        "stability": 99.99789948937088,
        "consistency": 100,
        "throughput": 190.25139461698546,
        "availability": 20.576564566344064,
        "score": 9.787357914812494,
        "zero_downtime": 5.144434254748263,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 23829328,
        "heap_mib": 22.725418090820312,
        "mobile_score": 80.88323675863329,
        "mobile_throughput": 1572.2474572199817,
        "mobile_availability": 170.04580377919038,
        "mobile_accuracy": 206.61307727146053,
        "soft_acc_blocks": [
          25.002712,
          25.003883857142856,
          24.998342142857144,
          25.00076
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.072277995,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.810354269400609,
        "mobile_acc_per_sec": 89.33733203864169
      },
      "started": "2026-08-18T07:24:04.255063558+10:00",
      "ended": "2026-08-18T07:24:06.571363665+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|MeshTween|bicameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "MeshTween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 448,
        "total_correct": 159,
        "total_train": 29,
        "infer_ms": 504.65185,
        "train_ms": 1948.425399,
        "blocked_train": 1948425399,
        "duration": 2397093400,
        "avg_accuracy": 36.203022875817,
        "soft_acc": 25.000018602124182,
        "adapt_pct": 25.00003239379085,
        "stability": 99.99929416942923,
        "consistency": 100,
        "throughput": 186.89300967580152,
        "availability": 20.57219560475407,
        "score": 9.612006032673333,
        "zero_downtime": 5.143052728053891,
        "weight_bytes": 63452,
        "weight_mib": 0.060512542724609375,
        "heap_bytes": 24794240,
        "heap_mib": 23.6456298828125,
        "mobile_score": 158.84320175434144,
        "mobile_throughput": 3088.500354816448,
        "mobile_availability": 339.9658100367302,
        "mobile_accuracy": 413.1377971654316,
        "soft_acc_blocks": [
          25.000204,
          24.998854352941176,
          25.000756888888887,
          25.000259166666666
        ],
        "phase_blocks": [
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.072256276,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.429305175227707,
        "mobile_acc_per_sec": 172.34947839972844
      },
      "started": "2026-08-18T07:24:08.082722659+10:00",
      "ended": "2026-08-18T07:24:10.483359493+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|MeshTween|bicameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "MeshTween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 456,
        "total_correct": 91,
        "total_train": 32,
        "infer_ms": 523.041676,
        "train_ms": 2001.596944,
        "blocked_train": 2001596944,
        "duration": 2361295987,
        "avg_accuracy": 20.463060224089634,
        "soft_acc": 24.99962604565826,
        "adapt_pct": 24.998878530718954,
        "stability": 99.9991242342585,
        "consistency": 100,
        "throughput": 193.11429084303103,
        "availability": 20.71748692492077,
        "score": 10.001957375636204,
        "zero_downtime": 5.179294257288337,
        "weight_bytes": 31736,
        "weight_mib": 0.03026580810546875,
        "heap_bytes": 27906816,
        "heap_mib": 26.614013671875,
        "mobile_score": 330.47052108378836,
        "mobile_throughput": 6380.60910748116,
        "mobile_availability": 684.5178840996257,
        "mobile_accuracy": 826.0022649499671,
        "soft_acc_blocks": [
          25.000083,
          25.000812857142854,
          24.998581058823532,
          24.999027266666666
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.195063447,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.587247927956716,
        "mobile_acc_per_sec": 349.808863224891
      },
      "started": "2026-08-18T07:24:12.107590654+10:00",
      "ended": "2026-08-18T07:24:14.472387678+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|MeshTween|bicameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "MeshTween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 856,
        "total_correct": 287,
        "total_train": 57,
        "infer_ms": 409.289871,
        "train_ms": 1937.380506,
        "blocked_train": 1937380506,
        "duration": 2454706714,
        "avg_accuracy": 32.456451854066984,
        "soft_acc": 25.000008664623206,
        "adapt_pct": 24.999626109649125,
        "stability": 99.99945587541984,
        "consistency": 100,
        "throughput": 348.71783057338394,
        "availability": 17.441302153532064,
        "score": 15.205237893290935,
        "zero_downtime": 4.36032704960613,
        "weight_bytes": 15878,
        "weight_mib": 0.015142440795898438,
        "heap_bytes": 24733808,
        "heap_mib": 23.587997436523438,
        "mobile_score": 1004.1470921523766,
        "mobile_throughput": 23029.16915929693,
        "mobile_availability": 1151.8157732045622,
        "mobile_accuracy": 1650.9893617279217,
        "soft_acc_blocks": [
          24.999945,
          25.000907954545458,
          24.999485078947366,
          24.999696625
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.070808413,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.184519609629913,
        "mobile_acc_per_sec": 672.5811080858606
      },
      "started": "2026-08-18T07:24:16.218492871+10:00",
      "ended": "2026-08-18T07:24:18.676694998+10:00"
    },
    {
      "cell": {
        "id": "int4|none|MeshTween|bicameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "MeshTween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1176,
        "total_correct": 377,
        "total_train": 62,
        "infer_ms": 326.344428,
        "train_ms": 1931.487433,
        "blocked_train": 1931487433,
        "duration": 2469879661,
        "avg_accuracy": 34.14177981607203,
        "soft_acc": 25.001038270782175,
        "adapt_pct": 25.00024926245847,
        "stability": 99.99904239111844,
        "consistency": 100,
        "throughput": 476.13655781264396,
        "availability": 14.453885324102972,
        "score": 17.205772553454324,
        "zero_downtime": 3.613621401493952,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 23677096,
        "heap_mib": 22.580238342285156,
        "mobile_score": 2275.389098374438,
        "mobile_throughput": 62967.003057756454,
        "mobile_availability": 1911.4638993071758,
        "mobile_accuracy": 3306.279317167826,
        "soft_acc_blocks": [
          25.0012965,
          25.001531260869566,
          25.001902857142856,
          24.99942246511628
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.071399297,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.122371006796259,
        "mobile_acc_per_sec": 1338.6398411933906
      },
      "started": "2026-08-18T07:24:20.247988345+10:00",
      "ended": "2026-08-18T07:24:22.721174253+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|MeshTween|bicameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "MeshTween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 392,
        "total_correct": 124,
        "total_train": 30,
        "infer_ms": 488.119728,
        "train_ms": 2012.701145,
        "blocked_train": 2012701145,
        "duration": 2485014119,
        "avg_accuracy": 26.331272893772898,
        "soft_acc": 25.000793503663004,
        "adapt_pct": 25.001232539682537,
        "stability": 99.9991442387506,
        "consistency": 100,
        "throughput": 157.74558261171794,
        "availability": 19.51838027545126,
        "score": 7.697589985349703,
        "zero_downtime": 4.8797499479252595,
        "weight_bytes": 7949,
        "weight_mib": 0.007580757141113281,
        "heap_bytes": 26823864,
        "heap_mib": 25.58123016357422,
        "mobile_score": 1015.4117645588187,
        "mobile_throughput": 20808.68436692222,
        "mobile_availability": 2574.7270242434997,
        "mobile_accuracy": 3297.928299018359,
        "soft_acc_blocks": [
          25.000041,
          25.000182538461537,
          25.002203333333334,
          25.000747142857144
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.23312819,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.060624329057585,
        "mobile_acc_per_sec": 1327.1265840314363
      },
      "started": "2026-08-18T07:24:24.277728447+10:00",
      "ended": "2026-08-18T07:24:26.766342458+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|MeshTween|bicameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "MeshTween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 568,
        "total_correct": 140,
        "total_train": 37,
        "infer_ms": 402.414769,
        "train_ms": 1953.837353,
        "blocked_train": 1953837353,
        "duration": 2412258413,
        "avg_accuracy": 20.596590909090907,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 235.4639937989098,
        "availability": 17.0785955052394,
        "score": 10.053485765349446,
        "zero_downtime": 4.26964887630985,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 26332440,
        "heap_mib": 25.112571716308594,
        "mobile_score": 1329.5300655677968,
        "mobile_throughput": 31139.09607285731,
        "mobile_availability": 2258.570483100253,
        "mobile_accuracy": 3306.142010341783,
        "soft_acc_blocks": [
          25,
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.656091994,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.363732121430889,
        "mobile_acc_per_sec": 1370.5588060236494
      },
      "started": "2026-08-18T07:24:28.34145215+10:00",
      "ended": "2026-08-18T07:24:30.763005709+10:00"
    },
    {
      "cell": {
        "id": "int2|none|MeshTween|bicameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "MeshTween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1240,
        "total_correct": 178,
        "total_train": 62,
        "infer_ms": 306.663993,
        "train_ms": 1914.295824,
        "blocked_train": 1914295824,
        "duration": 2431701720,
        "avg_accuracy": 19.351633580103034,
        "soft_acc": 24.99832020980876,
        "adapt_pct": 24.998369124175042,
        "stability": 99.99923434316366,
        "consistency": 100,
        "throughput": 509.9309630788105,
        "availability": 13.807723609075996,
        "score": 17.60128175686738,
        "zero_downtime": 3.45169896148218,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 24746240,
        "heap_mib": 23.599853515625,
        "mobile_score": 4654.799904032527,
        "mobile_throughput": 134855.32649213792,
        "mobile_availability": 3651.5630746810775,
        "mobile_accuracy": 6611.005955188003,
        "soft_acc_blocks": [
          24.9971842,
          24.999043565217388,
          24.998998775510202,
          24.998054298507462
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.66291787,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.28017540317764,
        "mobile_acc_per_sec": 2718.67470455546
      },
      "started": "2026-08-18T07:24:32.204405543+10:00",
      "ended": "2026-08-18T07:24:34.639650437+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|MeshTween|bicameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "MeshTween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 416,
        "total_correct": 103,
        "total_train": 27,
        "infer_ms": 598.005852,
        "train_ms": 1950.266826,
        "blocked_train": 1950266826,
        "duration": 2384602497,
        "avg_accuracy": 33.75,
        "soft_acc": 25.000890681410255,
        "adapt_pct": 24.99900097777778,
        "stability": 99.99793661408593,
        "consistency": 100,
        "throughput": 174.4525557292495,
        "availability": 23.467106058263045,
        "score": 10.235106204345513,
        "zero_downtime": 5.866985531716947,
        "weight_bytes": 3985,
        "weight_mib": 0.0038003921508789062,
        "heap_bytes": 26319888,
        "heap_mib": 25.100601196289062,
        "mobile_score": 2693.171072353275,
        "mobile_throughput": 45903.83013208369,
        "mobile_availability": 6174.916989246984,
        "mobile_accuracy": 6578.5028725597085,
        "soft_acc_blocks": [
          25.0034925,
          25.00229869230769,
          24.998540133333332,
          24.9992314
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.068467946,
        "time_to_acc50_sec": 0.068467946,
        "acc_per_sec": 10.484301141537493,
        "mobile_acc_per_sec": 2758.7419206496406
      },
      "started": "2026-08-18T07:24:36.254452163+10:00",
      "ended": "2026-08-18T07:24:38.642584135+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|MeshTween|bicameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "MeshTween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1160,
        "total_correct": 275,
        "total_train": 63,
        "infer_ms": 404.192525,
        "train_ms": 1937.929179,
        "blocked_train": 1937929179,
        "duration": 2420335631,
        "avg_accuracy": 22.294642857142858,
        "soft_acc": 24.999089954464285,
        "adapt_pct": 25.000250175,
        "stability": 99.99835313273009,
        "consistency": 100,
        "throughput": 479.2723724522155,
        "availability": 17.25753722830451,
        "score": 20.67689932103325,
        "zero_downtime": 4.3142272556290076,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 26205352,
        "heap_mib": 24.991371154785156,
        "mobile_score": 5468.171597087456,
        "mobile_throughput": 126747.41670024069,
        "mobile_availability": 4563.893910897006,
        "mobile_accuracy": 6611.209520325938,
        "soft_acc_blocks": [
          24.99938475,
          24.99632874285714,
          25.000542125000003,
          25.0001042
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.8038017229999999,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.328769958295211,
        "mobile_acc_per_sec": 2731.5259237804185
      },
      "started": "2026-08-18T07:24:40.271692769+10:00",
      "ended": "2026-08-18T07:24:42.69538376+10:00"
    },
    {
      "cell": {
        "id": "binary|none|MeshTween|bicameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "MeshTween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1384,
        "total_correct": 553,
        "total_train": 63,
        "infer_ms": 406.169659,
        "train_ms": 1801.973698,
        "blocked_train": 1801973698,
        "duration": 2569251192,
        "avg_accuracy": 42.601843910806174,
        "soft_acc": 25.012850559193826,
        "adapt_pct": 25.00582265603202,
        "stability": 99.99064749989886,
        "consistency": 100,
        "throughput": 538.6783527859895,
        "availability": 18.394170727747728,
        "score": 24.784087001239268,
        "zero_downtime": 4.600906435734514,
        "weight_bytes": 1983,
        "weight_mib": 0.0018911361694335938,
        "heap_bytes": 24725104,
        "heap_mib": 23.579696655273438,
        "mobile_score": 13105.39526546216,
        "mobile_throughput": 284843.76825563377,
        "mobile_availability": 9726.518388814322,
        "mobile_accuracy": 13226.36146644338,
        "soft_acc_blocks": [
          25.016751,
          25.014635079999998,
          25.022564345454544,
          24.997451811320754
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.069340132,
        "time_to_acc50_sec": 0.069340132,
        "acc_per_sec": 9.735463249789484,
        "mobile_acc_per_sec": 5147.944080994079
      },
      "started": "2026-08-18T07:24:44.430318056+10:00",
      "ended": "2026-08-18T07:24:47.002772213+10:00"
    },
    {
      "cell": {
        "id": "int|none|MeshTween|bicameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "MeshTween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 360,
        "total_correct": 49,
        "total_train": 23,
        "infer_ms": 598.606373,
        "train_ms": 1991.180778,
        "blocked_train": 1991180778,
        "duration": 2481668991,
        "avg_accuracy": 11.473214285714285,
        "soft_acc": 24.998656901785715,
        "adapt_pct": 24.99932957142857,
        "stability": 99.99931651581792,
        "consistency": 100,
        "throughput": 145.06366534198276,
        "availability": 23.11411471668082,
        "score": 8.382095161566014,
        "zero_downtime": 5.7782182339081976,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 39698512,
        "heap_mib": 37.85945129394531,
        "mobile_score": 69.28099237083998,
        "mobile_throughput": 1199.0026954032264,
        "mobile_availability": 191.0463642416943,
        "mobile_accuracy": 206.6227744627858,
        "soft_acc_blocks": [
          24.997698,
          24.99833025,
          24.99921,
          24.999389357142856
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.073324441110252,
        "mobile_acc_per_sec": 83.25960279639317
      },
      "started": "2026-08-18T07:24:48.685650365+10:00",
      "ended": "2026-08-18T07:24:51.172786642+10:00"
    },
    {
      "cell": {
        "id": "uint|none|MeshTween|bicameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "MeshTween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 304,
        "total_correct": 70,
        "total_train": 24,
        "infer_ms": 442.991178,
        "train_ms": 1970.243091,
        "blocked_train": 1970243091,
        "duration": 2583405489,
        "avg_accuracy": 21.019085081585082,
        "soft_acc": 24.999731549242423,
        "adapt_pct": 25.000736222222226,
        "stability": 99.99873806007784,
        "consistency": 100,
        "throughput": 117.67413257207026,
        "availability": 18.35674156009592,
        "score": 5.400226111420589,
        "zero_downtime": 4.589136111212195,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 41853984,
        "heap_mib": 39.915069580078125,
        "mobile_score": 44.6277505044683,
        "mobile_throughput": 972.4651747729513,
        "mobile_availability": 151.70107056933213,
        "mobile_accuracy": 206.59908663801914,
        "soft_acc_blocks": [
          24.9988425,
          24.99967936363636,
          24.998600000000003,
          25.001804333333336
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 2.025590791,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.677045146683291,
        "mobile_acc_per_sec": 79.97160628391742
      },
      "started": "2026-08-18T07:24:52.938211679+10:00",
      "ended": "2026-08-18T07:24:55.539071784+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|MeshTween|bicameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "MeshTween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 376,
        "total_correct": 81,
        "total_train": 26,
        "infer_ms": 552.924961,
        "train_ms": 2011.436061,
        "blocked_train": 2011436061,
        "duration": 2481122993,
        "avg_accuracy": 18.956043956043956,
        "soft_acc": 24.999093460164836,
        "adapt_pct": 24.99906899862637,
        "stability": 99.99761073164504,
        "consistency": 100,
        "throughput": 151.5442809811565,
        "availability": 21.561900070090832,
        "score": 8.168660387390627,
        "zero_downtime": 5.390279550309355,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 25099152,
        "heap_mib": 23.936416625976562,
        "mobile_score": 67.50623588764947,
        "mobile_throughput": 1252.3698494222847,
        "mobile_availability": 178.18866782175502,
        "mobile_accuracy": 206.59381343657043,
        "soft_acc_blocks": [
          24.997654,
          24.99793907142857,
          25.003224615384617,
          24.997556153846155
        ],
        "phase_blocks": [
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 1.311707252,
        "time_to_acc50_sec": 1.311707252,
        "acc_per_sec": 10.075717137237797,
        "mobile_acc_per_sec": 83.26625242659642
      },
      "started": "2026-08-18T07:24:57.121076343+10:00",
      "ended": "2026-08-18T07:24:59.605473447+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|MeshTween|bicameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "MeshTween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 368,
        "total_correct": 94,
        "total_train": 25,
        "infer_ms": 501.322727,
        "train_ms": 1981.18849,
        "blocked_train": 1981188490,
        "duration": 2624541788,
        "avg_accuracy": 21.750992063492063,
        "soft_acc": 24.99983879365079,
        "adapt_pct": 25.000143595238097,
        "stability": 99.9991635677935,
        "consistency": 100,
        "throughput": 140.21495168512058,
        "availability": 20.194177716780885,
        "score": 7.078768486206608,
        "zero_downtime": 5.048511874898571,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 26474776,
        "heap_mib": 25.248313903808594,
        "mobile_score": 58.50853468432794,
        "mobile_throughput": 1158.9263556105514,
        "mobile_availability": 166.912048284393,
        "mobile_accuracy": 206.63254321865284,
        "soft_acc_blocks": [
          25.0007405,
          24.99852588888889,
          24.999746785714287,
          25.000342
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.07001435,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.525410838553123,
        "mobile_acc_per_sec": 78.73090234776359
      },
      "started": "2026-08-18T07:25:01.410347653+10:00",
      "ended": "2026-08-18T07:25:04.037426782+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|MeshTween|bicameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "MeshTween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 392,
        "total_correct": 133,
        "total_train": 28,
        "infer_ms": 555.66058,
        "train_ms": 1972.493495,
        "blocked_train": 1972493495,
        "duration": 2527815744,
        "avg_accuracy": 33.22916666666667,
        "soft_acc": 25.001269858333334,
        "adapt_pct": 25.0006322,
        "stability": 99.99924025121902,
        "consistency": 100,
        "throughput": 155.07459391787063,
        "availability": 21.97890490515298,
        "score": 8.521357196988617,
        "zero_downtime": 5.495005327243758,
        "weight_bytes": 253728,
        "weight_mib": 0.241973876953125,
        "heap_bytes": 27259632,
        "heap_mib": 25.996810913085938,
        "mobile_score": 35.21602126761547,
        "mobile_throughput": 640.8732871107056,
        "mobile_availability": 90.8317260602917,
        "mobile_accuracy": 103.3221857381595,
        "soft_acc_blocks": [
          25.0013615,
          25.002476333333334,
          25.000586600000002,
          25.000655
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.072005962,
        "time_to_acc50_sec": 0.676286179,
        "acc_per_sec": 9.890463700796278,
        "mobile_acc_per_sec": 40.8740969287038
      },
      "started": "2026-08-18T07:25:05.563284365+10:00",
      "ended": "2026-08-18T07:25:08.094363961+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|MeshTween|bicameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "MeshTween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 280,
        "total_correct": 88,
        "total_train": 20,
        "infer_ms": 431.053215,
        "train_ms": 1968.635473,
        "blocked_train": 1968635473,
        "duration": 2032194675,
        "avg_accuracy": 48.1060606060606,
        "soft_acc": 25.003395984848485,
        "adapt_pct": 25.00115772727273,
        "stability": 99.9982660821174,
        "consistency": 100,
        "throughput": 137.78207543034725,
        "availability": 17.9628806501254,
        "score": 6.188247935381694,
        "zero_downtime": 4.491330179236579,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 26858280,
        "heap_mib": 25.614051818847656,
        "mobile_score": 818.369058783049,
        "mobile_throughput": 18221.08431409406,
        "mobile_availability": 2375.513373765404,
        "mobile_accuracy": 3306.591114668746,
        "soft_acc_blocks": [
          25.0053825,
          25.003647727272725,
          25.00115772727273
        ],
        "phase_blocks": [
          "A",
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          false,
          true
        ],
        "time_to_acc25_sec": 0.073006742,
        "time_to_acc50_sec": 0.073006742,
        "acc_per_sec": 12.303642112854412,
        "mobile_acc_per_sec": 1627.1035227807324
      },
      "started": "2026-08-18T07:25:09.605227079+10:00",
      "ended": "2026-08-18T07:25:11.647026795+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|MeshTween|bicameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "MeshTween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 184,
        "total_correct": 47,
        "total_train": 12,
        "infer_ms": 615.070465,
        "train_ms": 2069.189996,
        "blocked_train": 2069189996,
        "duration": 2420507886,
        "avg_accuracy": 16.875,
        "soft_acc": 24.99929142857143,
        "adapt_pct": 24.999533142857143,
        "stability": 99.99894717924079,
        "consistency": 100,
        "throughput": 76.01710412275021,
        "availability": 22.913963601388385,
        "score": 4.354509469641145,
        "zero_downtime": 5.7283285385478635,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 26544592,
        "heap_mib": 25.314895629882812,
        "mobile_score": 383.89390630893166,
        "mobile_throughput": 6701.674035027487,
        "mobile_availability": 2020.0968805523312,
        "mobile_accuracy": 2203.9395501097792,
        "soft_acc_blocks": [
          24.998202,
          25.000518,
          24.998292,
          25.000153714285716
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.68542601,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.328118149568972,
        "mobile_acc_per_sec": 910.5277296790343
      },
      "started": "2026-08-18T07:25:13.209772823+10:00",
      "ended": "2026-08-18T07:25:15.634951538+10:00"
    },
    {
      "cell": {
        "id": "int6|none|MeshTween|bicameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "MeshTween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 184,
        "total_correct": 28,
        "total_train": 12,
        "infer_ms": 620.66577,
        "train_ms": 2109.731824,
        "blocked_train": 2109731824,
        "duration": 2424108191,
        "avg_accuracy": 18.601190476190478,
        "soft_acc": 24.999738202380954,
        "adapt_pct": 24.999044722222223,
        "stability": 99.99913736326259,
        "consistency": 100,
        "throughput": 75.90420290774884,
        "availability": 22.73169927207312,
        "score": 4.313533613577192,
        "zero_downtime": 5.682865306970816,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 24977968,
        "heap_mib": 23.820846557617188,
        "mobile_score": 380.2814715310508,
        "mobile_throughput": 6691.720654800374,
        "mobile_availability": 2004.028442568803,
        "mobile_accuracy": 2203.9789377248876,
        "soft_acc_blocks": [
          25.00105,
          24.99993914285714,
          24.99879316666667,
          24.9991705
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.068946799,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.312963049750675,
        "mobile_acc_per_sec": 909.1916548558402
      },
      "started": "2026-08-18T07:25:17.25088542+10:00",
      "ended": "2026-08-18T07:25:19.680331417+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|MeshTween|bicameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "MeshTween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 168,
        "total_correct": 56,
        "total_train": 13,
        "infer_ms": 564.48927,
        "train_ms": 2097.862142,
        "blocked_train": 2097862142,
        "duration": 2375486418,
        "avg_accuracy": 34.63541666666667,
        "soft_acc": 25.00066301041667,
        "adapt_pct": 25.000987958333337,
        "stability": 99.99906671810578,
        "consistency": 100,
        "throughput": 70.72235763041942,
        "availability": 21.202658201155604,
        "score": 3.7488543585871716,
        "zero_downtime": 5.300805126121386,
        "weight_bytes": 11914,
        "weight_mib": 0.011362075805664062,
        "heap_bytes": 27096440,
        "heap_mib": 25.84117889404297,
        "mobile_score": 329.9444945366713,
        "mobile_throughput": 6224.4222657944165,
        "mobile_availability": 1866.0901901909467,
        "mobile_accuracy": 2200.360518449779,
        "soft_acc_blocks": [
          25.001017,
          24.99924366666667,
          25.001818875,
          25.0005725
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.072779242,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.524439466787417,
        "mobile_acc_per_sec": 926.2778779860737
      },
      "started": "2026-08-18T07:25:21.508512665+10:00",
      "ended": "2026-08-18T07:25:23.888787255+10:00"
    },
    {
      "cell": {
        "id": "int5|none|MeshTween|bicameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "MeshTween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 168,
        "total_correct": 32,
        "total_train": 14,
        "infer_ms": 489.617059,
        "train_ms": 2028.806281,
        "blocked_train": 2028806281,
        "duration": 2390667751,
        "avg_accuracy": 14.47172619047619,
        "soft_acc": 24.99814344345238,
        "adapt_pct": 24.999737793650795,
        "stability": 99.99848331581097,
        "consistency": 100,
        "throughput": 70.27325312341154,
        "availability": 19.441412062199202,
        "score": 3.41527453246063,
        "zero_downtime": 4.859992074741211,
        "weight_bytes": 9912,
        "weight_mib": 0.00945281982421875,
        "heap_bytes": 24972632,
        "heap_mib": 23.815757751464844,
        "mobile_score": 361.29690356632744,
        "mobile_throughput": 7434.104788855365,
        "mobile_availability": 2056.6785809657576,
        "mobile_accuracy": 2644.517076206772,
        "soft_acc_blocks": [
          24.996764,
          24.99652025,
          24.999365666666666,
          24.999923857142857
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.224342593,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.45655274891119,
        "mobile_acc_per_sec": 1106.1834397944208
      },
      "started": "2026-08-18T07:25:25.644867069+10:00",
      "ended": "2026-08-18T07:25:28.040122367+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|MeshTween|bicameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "MeshTween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 200,
        "total_correct": 42,
        "total_train": 13,
        "infer_ms": 582.551535,
        "train_ms": 2008.332549,
        "blocked_train": 2008332549,
        "duration": 2474114424,
        "avg_accuracy": 19.791666666666664,
        "soft_acc": 24.999367020833333,
        "adapt_pct": 24.998751749999997,
        "stability": 99.99943121040316,
        "consistency": 100,
        "throughput": 80.83700497435036,
        "availability": 22.484662227752523,
        "score": 4.543866831043973,
        "zero_downtime": 5.621023233710534,
        "weight_bytes": 9932,
        "weight_mib": 0.009471893310546875,
        "heap_bytes": 24754032,
        "heap_mib": 23.607284545898438,
        "mobile_score": 479.72107392557035,
        "mobile_throughput": 8534.408309301692,
        "mobile_availability": 2373.82976038339,
        "mobile_accuracy": 2639.321010193046,
        "soft_acc_blocks": [
          24.9998425,
          24.999988333333334,
          24.99901925,
          24.998617999999997
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.104369781093572,
        "mobile_acc_per_sec": 1066.7740281494134
      },
      "started": "2026-08-18T07:25:29.811389973+10:00",
      "ended": "2026-08-18T07:25:32.290549392+10:00"
    },
    {
      "cell": {
        "id": "int3|none|MeshTween|bicameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "MeshTween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 224,
        "total_correct": 21,
        "total_train": 15,
        "infer_ms": 724.25039,
        "train_ms": 1990.578396,
        "blocked_train": 1990578396,
        "duration": 2040329802,
        "avg_accuracy": 2.372685185185185,
        "soft_acc": 24.995465499999998,
        "adapt_pct": 24.996489,
        "stability": 99.99926936933635,
        "consistency": 100,
        "throughput": 109.78617269640803,
        "availability": 26.677571482034523,
        "score": 7.320743097348878,
        "zero_downtime": 6.6681831760297765,
        "weight_bytes": 5947,
        "weight_mib": 0.005671501159667969,
        "heap_bytes": 27896968,
        "heap_mib": 26.60462188720703,
        "mobile_score": 1290.79460468231,
        "mobile_throughput": 19357.515692165587,
        "mobile_availability": 4703.793710164088,
        "mobile_accuracy": 4407.20451187624,
        "soft_acc_blocks": [
          24.9950765,
          24.994831,
          24.996489
        ],
        "phase_blocks": [
          "A",
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.250698625045128,
        "mobile_acc_per_sec": 2160.045159148364
      },
      "started": "2026-08-18T07:25:33.870536532+10:00",
      "ended": "2026-08-18T07:25:35.915283048+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|MeshTween|bicameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "MeshTween",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 232,
        "total_correct": 51,
        "total_train": 17,
        "infer_ms": 546.466885,
        "train_ms": 1975.655078,
        "blocked_train": 1975655078,
        "duration": 2420438070,
        "avg_accuracy": 23.515625,
        "soft_acc": 25.000264674999997,
        "adapt_pct": 25.000033566666662,
        "stability": 99.99956976882159,
        "consistency": 100,
        "throughput": 95.85041768905907,
        "availability": 21.666949220409293,
        "score": 5.192020299396629,
        "zero_downtime": 5.4167946521001715,
        "weight_bytes": 5967,
        "weight_mib": 0.005690574645996094,
        "heap_bytes": 28472584,
        "heap_mib": 27.15357208251953,
        "mobile_score": 912.3894549120361,
        "mobile_throughput": 16843.715029113926,
        "mobile_availability": 3807.5151576570966,
        "mobile_accuracy": 4393.275939643506,
        "soft_acc_blocks": [
          25.000948,
          25.000182,
          24.9997567,
          25.000172
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.070569817,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.328818152740425,
        "mobile_acc_per_sec": 1815.0747148194978
      },
      "started": "2026-08-18T07:25:37.609489537+10:00",
      "ended": "2026-08-18T07:25:40.034387811+10:00"
    },
    {
      "cell": {
        "id": "float64|none|MeshTween|tricameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "MeshTween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 824,
        "total_correct": 170,
        "total_train": 48,
        "infer_ms": 563.547857,
        "train_ms": 1919.972803,
        "blocked_train": 1919972803,
        "duration": 2477320971,
        "avg_accuracy": 16.64288332635107,
        "soft_acc": 24.99892778170821,
        "adapt_pct": 24.99972775898094,
        "stability": 99.99861733877661,
        "consistency": 100,
        "throughput": 332.6173756432468,
        "availability": 22.6914905954517,
        "score": 18.86815086246354,
        "zero_downtime": 5.672629346550082,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 27288344,
        "heap_mib": 26.024192810058594,
        "mobile_score": 117.53095094785768,
        "mobile_throughput": 2071.8954785814867,
        "mobile_availability": 141.3467852545882,
        "mobile_accuracy": 155.71996303602597,
        "soft_acc_blocks": [
          24.998009,
          24.998825967741936,
          24.99766725,
          25.00120890909091
        ],
        "phase_blocks": [
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 1.89982115,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.091113777484027,
        "mobile_acc_per_sec": 62.85821048580869
      },
      "started": "2026-08-18T07:25:41.723657636+10:00",
      "ended": "2026-08-18T07:25:44.205070009+10:00"
    },
    {
      "cell": {
        "id": "float32|none|MeshTween|tricameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "MeshTween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1496,
        "total_correct": 475,
        "total_train": 75,
        "infer_ms": 421.230567,
        "train_ms": 1874.635698,
        "blocked_train": 1874635698,
        "duration": 2587715322,
        "avg_accuracy": 30.277937788018434,
        "soft_acc": 25.00092004233871,
        "adapt_pct": 25.00160258467742,
        "stability": 99.99827145536949,
        "consistency": 100,
        "throughput": 578.1161425607542,
        "availability": 18.347347727590744,
        "score": 26.518220615753478,
        "zero_downtime": 4.58700573526481,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 25278120,
        "heap_mib": 24.107093811035156,
        "mobile_score": 330.3674757673263,
        "mobile_throughput": 7202.246843239537,
        "mobile_availability": 228.57366803067902,
        "mobile_accuracy": 311.4647459166828,
        "soft_acc_blocks": [
          25.000206,
          25.000269,
          25.00384825,
          24.999356919354838
        ],
        "phase_blocks": [
          "A",
          "A",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          false
        ],
        "time_to_acc25_sec": 1.346651821,
        "time_to_acc50_sec": 1.346651821,
        "acc_per_sec": 9.661387336461699,
        "mobile_acc_per_sec": 120.36283252207089
      },
      "started": "2026-08-18T07:25:45.816360596+10:00",
      "ended": "2026-08-18T07:25:48.406866904+10:00"
    },
    {
      "cell": {
        "id": "float16|none|MeshTween|tricameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "MeshTween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 368,
        "total_correct": 53,
        "total_train": 24,
        "infer_ms": 511.36489,
        "train_ms": 1941.138547,
        "blocked_train": 1941138547,
        "duration": 2567168310,
        "avg_accuracy": 12.67857142857143,
        "soft_acc": 24.999420577380953,
        "adapt_pct": 24.99931157738095,
        "stability": 99.99948586139412,
        "consistency": 100,
        "throughput": 143.3486065430591,
        "availability": 20.850730819995178,
        "score": 7.472134836155454,
        "zero_downtime": 5.212561891148186,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 21674160,
        "heap_mib": 20.670089721679688,
        "mobile_score": 186.17767460214193,
        "mobile_throughput": 3571.7115401220117,
        "mobile_availability": 519.5222868621629,
        "mobile_accuracy": 622.8921307705496,
        "soft_acc_blocks": [
          24.9992845,
          24.99929464285714,
          25.000254666666667,
          24.9988485
        ],
        "phase_blocks": [
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.73813071780282,
        "mobile_acc_per_sec": 242.63782329509576
      },
      "started": "2026-08-18T07:25:49.980334146+10:00",
      "ended": "2026-08-18T07:25:52.552598908+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|MeshTween|tricameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "MeshTween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 536,
        "total_correct": 108,
        "total_train": 33,
        "infer_ms": 480.258157,
        "train_ms": 1932.992249,
        "blocked_train": 1932992249,
        "duration": 2613413670,
        "avg_accuracy": 22.9978354978355,
        "soft_acc": 25.000298860389613,
        "adapt_pct": 25.000148462337666,
        "stability": 99.99838424307882,
        "consistency": 100,
        "throughput": 205.09573595365788,
        "availability": 19.90088371293534,
        "score": 10.204087960531506,
        "zero_downtime": 4.975280404092436,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 26919008,
        "heap_mib": 25.671966552734375,
        "mobile_score": 254.247736367795,
        "mobile_throughput": 5110.219238269717,
        "mobile_availability": 495.85564680579046,
        "mobile_accuracy": 622.9140143007295,
        "soft_acc_blocks": [
          25.0009855,
          24.999677571428574,
          24.99807722727273,
          25.002455142857144
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 0.07139794,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.566146816852616,
        "mobile_acc_per_sec": 238.35262723667066
      },
      "started": "2026-08-18T07:25:54.047811131+10:00",
      "ended": "2026-08-18T07:25:56.664878547+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|MeshTween|tricameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "MeshTween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 464,
        "total_correct": 98,
        "total_train": 30,
        "infer_ms": 557.907442,
        "train_ms": 1983.852134,
        "blocked_train": 1983852134,
        "duration": 2489227035,
        "avg_accuracy": 22.398386437908496,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 186.40324625913442,
        "availability": 21.949654375965256,
        "score": 10.228717074864848,
        "zero_downtime": 5.487413593991314,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 23741848,
        "heap_mib": 22.641990661621094,
        "mobile_score": 509.7228037018099,
        "mobile_throughput": 9288.944508574192,
        "mobile_availability": 1093.8067097677094,
        "mobile_accuracy": 1245.813135633495,
        "soft_acc_blocks": [
          25,
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.069453775,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.043278354479225,
        "mobile_acc_per_sec": 500.4819239533508
      },
      "started": "2026-08-18T07:25:58.219410336+10:00",
      "ended": "2026-08-18T07:26:00.712945439+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|MeshTween|tricameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "MeshTween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 376,
        "total_correct": 73,
        "total_train": 26,
        "infer_ms": 467.408951,
        "train_ms": 1892.621194,
        "blocked_train": 1892621194,
        "duration": 2503048734,
        "avg_accuracy": 17.737926136363637,
        "soft_acc": 24.997918730113636,
        "adapt_pct": 24.998041323863635,
        "stability": 99.99903789111707,
        "consistency": 100,
        "throughput": 150.21681155969054,
        "availability": 19.80521104742075,
        "score": 7.437069945988551,
        "zero_downtime": 4.950890561961727,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 40473688,
        "heap_mib": 38.598716735839844,
        "mobile_score": 370.60797717350493,
        "mobile_throughput": 7485.683081361756,
        "mobile_availability": 986.9436830748152,
        "mobile_accuracy": 1245.7094206989657,
        "soft_acc_blocks": [
          24.998599,
          24.997273,
          24.996713545454543,
          24.999089375
        ],
        "phase_blocks": [
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 1.8959134309999999,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.986988423579625,
        "mobile_acc_per_sec": 497.67685454060586
      },
      "started": "2026-08-18T07:26:02.429567564+10:00",
      "ended": "2026-08-18T07:26:04.947650448+10:00"
    },
    {
      "cell": {
        "id": "int64|none|MeshTween|tricameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "MeshTween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 344,
        "total_correct": 53,
        "total_train": 25,
        "infer_ms": 520.761491,
        "train_ms": 1980.063021,
        "blocked_train": 1980063021,
        "duration": 2500675399,
        "avg_accuracy": 12.710726773226774,
        "soft_acc": 24.99967486938062,
        "adapt_pct": 24.999021622377626,
        "stability": 99.9982783975831,
        "consistency": 100,
        "throughput": 137.56283607922998,
        "availability": 20.823591919431728,
        "score": 7.161287769115547,
        "zero_downtime": 5.205830275984547,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 25586040,
        "heap_mib": 24.40074920654297,
        "mobile_score": 44.608131854078174,
        "mobile_throughput": 856.8879408125099,
        "mobile_availability": 129.71152172149775,
        "mobile_accuracy": 155.72461669420477,
        "soft_acc_blocks": [
          25.000854,
          25.00094342857143,
          24.99673923076923,
          25.00016281818182
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.99716911654259,
        "mobile_acc_per_sec": 62.273023022691305
      },
      "started": "2026-08-18T07:26:06.763792352+10:00",
      "ended": "2026-08-18T07:26:09.268411445+10:00"
    },
    {
      "cell": {
        "id": "int32|none|MeshTween|tricameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "MeshTween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 368,
        "total_correct": 67,
        "total_train": 24,
        "infer_ms": 552.88494,
        "train_ms": 2005.998559,
        "blocked_train": 2005998559,
        "duration": 2517966469,
        "avg_accuracy": 15.104166666666668,
        "soft_acc": 24.997659249999998,
        "adapt_pct": 24.998466520833333,
        "stability": 99.99848992720811,
        "consistency": 100,
        "throughput": 146.149682503973,
        "availability": 21.60649127699893,
        "score": 7.893715442611404,
        "zero_downtime": 5.401117065305166,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 25277816,
        "heap_mib": 24.10680389404297,
        "mobile_score": 98.34094387358255,
        "mobile_throughput": 1820.7519423211434,
        "mobile_availability": 269.1765064783579,
        "mobile_accuracy": 311.4241225374014,
        "soft_acc_blocks": [
          24.9970195,
          24.99645325,
          24.996915666666666,
          25.00024858333333
        ],
        "phase_blocks": [
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 1.932172967,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.927717290027184,
        "mobile_acc_per_sec": 123.68080606771629
      },
      "started": "2026-08-18T07:26:11.032031792+10:00",
      "ended": "2026-08-18T07:26:13.564637151+10:00"
    },
    {
      "cell": {
        "id": "int16|none|MeshTween|tricameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "MeshTween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 368,
        "total_correct": 92,
        "total_train": 24,
        "infer_ms": 580.842515,
        "train_ms": 1960.770948,
        "blocked_train": 1960770948,
        "duration": 2542887375,
        "avg_accuracy": 28.5885989010989,
        "soft_acc": 25.000751138736263,
        "adapt_pct": 24.99975081318681,
        "stability": 99.99867387280962,
        "consistency": 100,
        "throughput": 144.71738057215373,
        "availability": 22.85329864102943,
        "score": 8.26842221373188,
        "zero_downtime": 5.713496320235964,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 26081672,
        "heap_mib": 24.87342071533203,
        "mobile_score": 206.01818009661912,
        "mobile_throughput": 3605.8162734252132,
        "mobile_availability": 569.4187927909912,
        "mobile_accuracy": 622.9252833868338,
        "soft_acc_blocks": [
          25.0028895,
          25.00077669230769,
          24.999424285714287,
          24.999914076923076
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.071097315,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.831639176995113,
        "mobile_acc_per_sec": 244.96770463018788
      },
      "started": "2026-08-18T07:26:15.201541232+10:00",
      "ended": "2026-08-18T07:26:17.749018914+10:00"
    },
    {
      "cell": {
        "id": "int8|none|MeshTween|tricameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "MeshTween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1336,
        "total_correct": 279,
        "total_train": 67,
        "infer_ms": 356.669332,
        "train_ms": 1917.727036,
        "blocked_train": 1917727036,
        "duration": 2061790573,
        "avg_accuracy": 19.113428224649674,
        "soft_acc": 24.99729123215271,
        "adapt_pct": 24.99917148946265,
        "stability": 99.99764860677506,
        "consistency": 100,
        "throughput": 647.9804581005812,
        "availability": 15.681933765733131,
        "score": 25.401214025643977,
        "zero_downtime": 3.920058654253603,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 24800616,
        "heap_mib": 23.651710510253906,
        "mobile_score": 1265.8066437674013,
        "mobile_throughput": 32290.502653420543,
        "mobile_availability": 781.470363099391,
        "mobile_accuracy": 1245.6781508908734,
        "soft_acc_blocks": [
          24.994807,
          24.996618924528303,
          25.000447771929824
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.38153744,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.12406902985326,
        "mobile_acc_per_sec": 604.1729781887374
      },
      "started": "2026-08-18T07:26:19.323212647+10:00",
      "ended": "2026-08-18T07:26:21.389519205+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|MeshTween|tricameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "MeshTween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 360,
        "total_correct": 156,
        "total_train": 23,
        "infer_ms": 533.204282,
        "train_ms": 1982.523372,
        "blocked_train": 1982523372,
        "duration": 2644620637,
        "avg_accuracy": 45.67307692307692,
        "soft_acc": 25.00112305357143,
        "adapt_pct": 25.00020217857143,
        "stability": 99.99843364032432,
        "consistency": 100,
        "throughput": 136.12538409606307,
        "availability": 21.19483327824483,
        "score": 7.213211070475311,
        "zero_downtime": 5.298946348893297,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 26959024,
        "heap_mib": 25.710128784179688,
        "mobile_score": 44.92516043855262,
        "mobile_throughput": 847.8130835941639,
        "mobile_availability": 132.00518828444316,
        "mobile_accuracy": 155.7114374377626,
        "soft_acc_blocks": [
          25.0021465,
          25.001522214285718,
          25.0023605,
          24.998463
        ],
        "phase_blocks": [
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.071591065,
        "time_to_acc50_sec": 0.071591065,
        "acc_per_sec": 9.453576329167634,
        "mobile_acc_per_sec": 58.87855341490425
      },
      "started": "2026-08-18T07:26:23.233533983+10:00",
      "ended": "2026-08-18T07:26:25.883218781+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|MeshTween|tricameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "MeshTween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 384,
        "total_correct": 73,
        "total_train": 25,
        "infer_ms": 566.772898,
        "train_ms": 1991.327317,
        "blocked_train": 1991327317,
        "duration": 2537390807,
        "avg_accuracy": 17.71978021978022,
        "soft_acc": 24.998920534340662,
        "adapt_pct": 24.997139853479855,
        "stability": 99.99833727373779,
        "consistency": 100,
        "throughput": 151.33656153425167,
        "availability": 22.156008379835896,
        "score": 8.382173367460698,
        "zero_downtime": 5.538762928457033,
        "weight_bytes": 84192,
        "weight_mib": 0.080291748046875,
        "heap_bytes": 25916072,
        "heap_mib": 24.715492248535156,
        "mobile_score": 104.3964488426272,
        "mobile_throughput": 1884.8333137036711,
        "mobile_availability": 275.9437790157593,
        "mobile_accuracy": 311.3510558986221,
        "soft_acc_blocks": [
          25.000449,
          25.0006525,
          24.997741714285716,
          24.996838923076925
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.852215301393525,
        "mobile_acc_per_sec": 122.70520372332308
      },
      "started": "2026-08-18T07:26:27.528701647+10:00",
      "ended": "2026-08-18T07:26:30.070751406+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|MeshTween|tricameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "MeshTween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 360,
        "total_correct": 58,
        "total_train": 25,
        "infer_ms": 521.343152,
        "train_ms": 1995.603141,
        "blocked_train": 1995603141,
        "duration": 2537882885,
        "avg_accuracy": 16.343005952380953,
        "soft_acc": 24.997901230952383,
        "adapt_pct": 24.9989258,
        "stability": 99.99905453631342,
        "consistency": 100,
        "throughput": 141.85051726687536,
        "availability": 20.71332048085144,
        "score": 7.344871401989042,
        "zero_downtime": 5.1778953954538744,
        "weight_bytes": 42108,
        "weight_mib": 0.040157318115234375,
        "heap_bytes": 41184944,
        "heap_mib": 39.27702331542969,
        "mobile_score": 182.90243837779192,
        "mobile_throughput": 3532.3702857801627,
        "mobile_availability": 515.8043777080194,
        "mobile_accuracy": 622.4992704746634,
        "soft_acc_blocks": [
          24.997248666666668,
          24.99702135714286,
          24.9978924,
          24.9994425
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.849903389435712,
        "mobile_acc_per_sec": 245.2828986530099
      },
      "started": "2026-08-18T07:26:31.710575422+10:00",
      "ended": "2026-08-18T07:26:34.253038511+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|MeshTween|tricameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "MeshTween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 720,
        "total_correct": 92,
        "total_train": 48,
        "infer_ms": 452.121304,
        "train_ms": 1964.662447,
        "blocked_train": 1964662447,
        "duration": 2494864337,
        "avg_accuracy": 15.189981389578163,
        "soft_acc": 24.999161972828784,
        "adapt_pct": 24.99780148172043,
        "stability": 99.99873281976477,
        "consistency": 100,
        "throughput": 288.59284624100184,
        "availability": 18.707561394887914,
        "score": 13.49671853310708,
        "zero_downtime": 4.676733574274418,
        "weight_bytes": 21066,
        "weight_mib": 0.020090103149414062,
        "heap_bytes": 25024760,
        "heap_mib": 23.86547088623047,
        "mobile_score": 671.8093198790131,
        "mobile_throughput": 14364.92605810333,
        "mobile_availability": 931.1829439478776,
        "mobile_accuracy": 1244.3520964977174,
        "soft_acc_blocks": [
          25.0003745,
          25.000432846153846,
          24.99827664516129,
          24.9975639
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.66055086,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.020249038025662,
        "mobile_acc_per_sec": 498.765435075325
      },
      "started": "2026-08-18T07:26:36.076388356+10:00",
      "ended": "2026-08-18T07:26:38.575622011+10:00"
    },
    {
      "cell": {
        "id": "int4|none|MeshTween|tricameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "MeshTween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 904,
        "total_correct": 292,
        "total_train": 52,
        "infer_ms": 289.200614,
        "train_ms": 1944.105066,
        "blocked_train": 1944105066,
        "duration": 2585510115,
        "avg_accuracy": 28.90628360455947,
        "soft_acc": 25.000176000678664,
        "adapt_pct": 25.00148607770569,
        "stability": 99.9978065490644,
        "consistency": 100,
        "throughput": 349.6408676784465,
        "availability": 12.949441565025706,
        "score": 11.319214648884728,
        "zero_downtime": 3.237383182361464,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 24163984,
        "heap_mib": 23.044570922851562,
        "mobile_score": 1128.1301035708539,
        "mobile_throughput": 34846.97485664811,
        "mobile_availability": 1290.606752066191,
        "mobile_accuracy": 2491.6438123835787,
        "soft_acc_blocks": [
          24.998724799999998,
          24.99916306896552,
          24.998851025641027,
          25.00396510810811
        ],
        "phase_blocks": [
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 1.9542969829999999,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.66933985507872,
        "mobile_acc_per_sec": 963.6952483489234
      },
      "started": "2026-08-18T07:26:40.328623912+10:00",
      "ended": "2026-08-18T07:26:42.918060429+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|MeshTween|tricameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "MeshTween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 344,
        "total_correct": 82,
        "total_train": 23,
        "infer_ms": 559.327172,
        "train_ms": 2041.521308,
        "blocked_train": 2041521308,
        "duration": 2530472257,
        "avg_accuracy": 22.65625,
        "soft_acc": 24.999210366071427,
        "adapt_pct": 25.00030864285714,
        "stability": 99.99882002139462,
        "consistency": 100,
        "throughput": 135.94300393865177,
        "availability": 21.505565445319597,
        "score": 7.308597068149886,
        "zero_downtime": 5.376221546088612,
        "weight_bytes": 10545,
        "weight_mib": 0.010056495666503906,
        "heap_bytes": 24834208,
        "heap_mib": 23.683746337890625,
        "mobile_score": 726.7538624307573,
        "mobile_throughput": 13517.929947650613,
        "mobile_availability": 2138.475086997766,
        "mobile_accuracy": 2485.876909323254,
        "soft_acc_blocks": [
          24.999243,
          24.997608749999998,
          24.9990535,
          25.000936214285712
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.072430699,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.879266724587302,
        "mobile_acc_per_sec": 982.3766699858563
      },
      "started": "2026-08-18T07:26:44.604853237+10:00",
      "ended": "2026-08-18T07:26:47.139814239+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|MeshTween|tricameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "MeshTween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 408,
        "total_correct": 96,
        "total_train": 29,
        "infer_ms": 393.693921,
        "train_ms": 1977.372525,
        "blocked_train": 1977372525,
        "duration": 2530759909,
        "avg_accuracy": 21.09375,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 161.21639929139562,
        "availability": 16.604086387547824,
        "score": 6.6921275523093415,
        "zero_downtime": 4.151021596886956,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 26947120,
        "heap_mib": 25.698776245117188,
        "mobile_score": 666.9712328001444,
        "mobile_throughput": 16067.64063334041,
        "mobile_availability": 1654.8471141440307,
        "mobile_accuracy": 2491.62627126699,
        "soft_acc_blocks": [
          25,
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.306893293,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.878455838933554,
        "mobile_acc_per_sec": 984.5368035135054
      },
      "started": "2026-08-18T07:26:49.022796872+10:00",
      "ended": "2026-08-18T07:26:51.56560109+10:00"
    },
    {
      "cell": {
        "id": "int2|none|MeshTween|tricameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "MeshTween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 880,
        "total_correct": 139,
        "total_train": 50,
        "infer_ms": 282.38624,
        "train_ms": 1918.925609,
        "blocked_train": 1918925609,
        "duration": 2606962110,
        "avg_accuracy": 17.443470528455283,
        "soft_acc": 24.996418881504063,
        "adapt_pct": 24.9948216421748,
        "stability": 99.997535796016,
        "consistency": 100,
        "throughput": 337.55764866103095,
        "availability": 12.828088856573453,
        "score": 10.823998075180953,
        "zero_downtime": 3.206562825080645,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 25560432,
        "heap_mib": 24.376327514648438,
        "mobile_score": 2157.3435859496185,
        "mobile_throughput": 67279.00570279208,
        "mobile_availability": 2556.7812394735533,
        "mobile_accuracy": 4982.0651824923025,
        "soft_acc_blocks": [
          24.99922825,
          24.99552208333333,
          24.9980859,
          24.992839292682923
        ],
        "phase_blocks": [
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.588332252939443,
        "mobile_acc_per_sec": 1911.0616005432864
      },
      "started": "2026-08-18T07:26:53.39706154+10:00",
      "ended": "2026-08-18T07:26:56.008727185+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|MeshTween|tricameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "MeshTween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 83,
        "total_train": 22,
        "infer_ms": 555.165038,
        "train_ms": 2049.405458,
        "blocked_train": 2049405458,
        "duration": 2581483958,
        "avg_accuracy": 25.349702380952383,
        "soft_acc": 25.000357104761903,
        "adapt_pct": 24.999154984126985,
        "stability": 99.99842460254423,
        "consistency": 100,
        "throughput": 127.0587016369133,
        "availability": 21.315032127277846,
        "score": 6.770747481867769,
        "zero_downtime": 5.32883414881419,
        "weight_bytes": 5285,
        "weight_mib": 0.005040168762207031,
        "heap_bytes": 25354552,
        "heap_mib": 24.17998504638672,
        "mobile_score": 1343.3572964138084,
        "mobile_throughput": 25209.21572897408,
        "mobile_availability": 4229.0314338491,
        "mobile_accuracy": 4960.222223553987,
        "soft_acc_blocks": [
          25.0004995,
          25.001235299999998,
          25.001922285714283,
          24.997771333333333
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.074386477,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.68449059204338,
        "mobile_acc_per_sec": 1921.4615718150387
      },
      "started": "2026-08-18T07:26:57.618460491+10:00",
      "ended": "2026-08-18T07:27:00.204534756+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|MeshTween|tricameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "MeshTween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 912,
        "total_correct": 327,
        "total_train": 54,
        "infer_ms": 271.395829,
        "train_ms": 1869.874774,
        "blocked_train": 1869874774,
        "duration": 2774892273,
        "avg_accuracy": 31.372549019607845,
        "soft_acc": 25.00358255619748,
        "adapt_pct": 25.00421235462185,
        "stability": 99.99705343983443,
        "consistency": 100,
        "throughput": 328.66140746214114,
        "availability": 12.67452271654803,
        "score": 10.415558546423306,
        "zero_downtime": 3.1690847510360896,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 42188496,
        "heap_mib": 40.23408508300781,
        "mobile_score": 2075.9370306737055,
        "mobile_throughput": 65505.885571378465,
        "mobile_availability": 2526.1737943408225,
        "mobile_accuracy": 4983.492982787935,
        "soft_acc_blocks": [
          25.00310825,
          25.00138217647059,
          25.008531357142857,
          25.00130844117647
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true,
          false
        ],
        "time_to_acc25_sec": 1.37044613,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.010649818547922,
        "mobile_acc_per_sec": 1795.923045834196
      },
      "started": "2026-08-18T07:27:01.933420474+10:00",
      "ended": "2026-08-18T07:27:04.715282426+10:00"
    },
    {
      "cell": {
        "id": "binary|none|MeshTween|tricameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "MeshTween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 968,
        "total_correct": 236,
        "total_train": 51,
        "infer_ms": 310.307557,
        "train_ms": 1897.782028,
        "blocked_train": 1897782028,
        "duration": 2560091735,
        "avg_accuracy": 30.44828869047619,
        "soft_acc": 24.999674083705358,
        "adapt_pct": 24.991134690848213,
        "stability": 99.98096247049335,
        "consistency": 100,
        "throughput": 378.11145076018147,
        "availability": 14.053214104535526,
        "score": 13.284029750745551,
        "zero_downtime": 3.5132577244191934,
        "weight_bytes": 2631,
        "weight_mib": 0.0025091171264648438,
        "heap_bytes": 25027096,
        "heap_mib": 23.867698669433594,
        "mobile_score": 5294.304363328684,
        "mobile_throughput": 150695.01808905666,
        "mobile_availability": 5600.860141724608,
        "mobile_accuracy": 9963.53411326318,
        "soft_acc_blocks": [
          25.005199,
          25.02411928125,
          24.998336625,
          24.971041428571432
        ],
        "phase_blocks": [
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.075262466,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.765147764794984,
        "mobile_acc_per_sec": 3891.866051926136
      },
      "started": "2026-08-18T07:27:06.364376411+10:00",
      "ended": "2026-08-18T07:27:08.928070121+10:00"
    },
    {
      "cell": {
        "id": "int|none|MeshTween|tricameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "MeshTween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 296,
        "total_correct": 48,
        "total_train": 20,
        "infer_ms": 549.175356,
        "train_ms": 2052.931433,
        "blocked_train": 2052931433,
        "duration": 2658995784,
        "avg_accuracy": 14.450757575757578,
        "soft_acc": 25.002346116287878,
        "adapt_pct": 25.001147482323233,
        "stability": 99.99846230607541,
        "consistency": 100,
        "throughput": 111.3202216344695,
        "availability": 21.105027600002924,
        "score": 5.874092075481386,
        "zero_downtime": 5.276752048490815,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 25017608,
        "heap_mib": 23.85865020751953,
        "mobile_score": 36.59010533777665,
        "mobile_throughput": 693.4209718692704,
        "mobile_availability": 131.4646030599555,
        "mobile_accuracy": 155.74125606663267,
        "soft_acc_blocks": [
          25.0047205,
          25.0026117,
          25.000662083333335,
          25.00139018181818
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.402928077861096,
        "mobile_acc_per_sec": 58.57145656408182
      },
      "started": "2026-08-18T07:27:10.716461546+10:00",
      "ended": "2026-08-18T07:27:13.379431492+10:00"
    },
    {
      "cell": {
        "id": "uint|none|MeshTween|tricameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "MeshTween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 288,
        "total_correct": 43,
        "total_train": 20,
        "infer_ms": 553.151601,
        "train_ms": 1955.923315,
        "blocked_train": 1955923315,
        "duration": 2593134293,
        "avg_accuracy": 12.604166666666668,
        "soft_acc": 24.998767841666666,
        "adapt_pct": 25.000487633333336,
        "stability": 99.99819035174728,
        "consistency": 100,
        "throughput": 111.06250870903122,
        "availability": 22.04603766402645,
        "score": 6.120918932631281,
        "zero_downtime": 5.511237773916365,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 25008864,
        "heap_mib": 23.850311279296875,
        "mobile_score": 38.12217088799464,
        "mobile_throughput": 691.7170416493295,
        "mobile_availability": 137.30664047038607,
        "mobile_accuracy": 155.69676875946465,
        "soft_acc_blocks": [
          24.997337666666667,
          24.9981348,
          24.9977349,
          25.001864
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.640367608090811,
        "mobile_acc_per_sec": 60.04192269554188
      },
      "started": "2026-08-18T07:27:15.008473984+10:00",
      "ended": "2026-08-18T07:27:17.606375303+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|MeshTween|tricameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "MeshTween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 280,
        "total_correct": 75,
        "total_train": 18,
        "infer_ms": 622.444595,
        "train_ms": 2003.663254,
        "blocked_train": 2003663254,
        "duration": 2142522468,
        "avg_accuracy": 22.916666666666668,
        "soft_acc": 24.999527472222223,
        "adapt_pct": 24.999588583333335,
        "stability": 99.99900871539027,
        "consistency": 100,
        "throughput": 130.687077583543,
        "availability": 23.702171837193273,
        "score": 7.7437725557923365,
        "zero_downtime": 5.92543095995245,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 25420664,
        "heap_mib": 24.24303436279297,
        "mobile_score": 48.22959165753448,
        "mobile_throughput": 813.9423441686931,
        "mobile_availability": 147.6213384197955,
        "mobile_accuracy": 155.70149987356194,
        "soft_acc_blocks": [
          24.998284,
          25.00070983333333,
          24.999588583333335
        ],
        "phase_blocks": [
          "A",
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true
        ],
        "time_to_acc25_sec": 0.67764557,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.668268522550784,
        "mobile_acc_per_sec": 72.67204997803641
      },
      "started": "2026-08-18T07:27:19.28557284+10:00",
      "ended": "2026-08-18T07:27:21.433059937+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|MeshTween|tricameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "MeshTween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 344,
        "total_correct": 72,
        "total_train": 21,
        "infer_ms": 602.677477,
        "train_ms": 1957.950647,
        "blocked_train": 1957950647,
        "duration": 2839421241,
        "avg_accuracy": 20.461309523809526,
        "soft_acc": 24.99753018452381,
        "adapt_pct": 24.99865166666667,
        "stability": 99.99840513536174,
        "consistency": 100,
        "throughput": 121.1514498211081,
        "availability": 23.536314053231102,
        "score": 7.1279421698338385,
        "zero_downtime": 5.8834972097807645,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 28182440,
        "heap_mib": 26.876869201660156,
        "mobile_score": 44.40041992607456,
        "mobile_throughput": 754.6603379408936,
        "mobile_availability": 146.60924605955265,
        "mobile_accuracy": 155.71125731137272,
        "soft_acc_blocks": [
          24.994885,
          24.997739666666664,
          24.99903714285714,
          24.99845892857143
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.377930591,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.803741348261545,
        "mobile_acc_per_sec": 54.83908307191984
      },
      "started": "2026-08-18T07:27:23.046695099+10:00",
      "ended": "2026-08-18T07:27:25.890157481+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|MeshTween|tricameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "MeshTween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 248,
        "total_correct": 95,
        "total_train": 18,
        "infer_ms": 450.699576,
        "train_ms": 1994.981538,
        "blocked_train": 1994981538,
        "duration": 2138494029,
        "avg_accuracy": 35.71969696969697,
        "soft_acc": 25.000313715151517,
        "adapt_pct": 24.997918545454546,
        "stability": 99.99828371865205,
        "consistency": 100,
        "throughput": 115.96946104917089,
        "availability": 18.428386817072177,
        "score": 5.3428922629626765,
        "zero_downtime": 4.60715451690967,
        "weight_bytes": 336672,
        "weight_mib": 0.321075439453125,
        "heap_bytes": 24736968,
        "heap_mib": 23.59101104736328,
        "mobile_score": 16.640613408683677,
        "mobile_throughput": 361.1906947684851,
        "mobile_availability": 57.395815913109125,
        "mobile_accuracy": 77.86429805323495,
        "soft_acc_blocks": [
          25.001171,
          25.001851600000002,
          24.997918545454546
        ],
        "phase_blocks": [
          "A",
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true
        ],
        "time_to_acc25_sec": 0.079330845,
        "time_to_acc50_sec": 0.842011158,
        "acc_per_sec": 11.690616562928696,
        "mobile_acc_per_sec": 36.41080919437768
      },
      "started": "2026-08-18T07:27:27.640018212+10:00",
      "ended": "2026-08-18T07:27:29.783052287+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|MeshTween|tricameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "MeshTween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 248,
        "total_correct": 86,
        "total_train": 16,
        "infer_ms": 499.077862,
        "train_ms": 2022.749423,
        "blocked_train": 2022749423,
        "duration": 2602695622,
        "avg_accuracy": 34.236111111111114,
        "soft_acc": 25.000504830555553,
        "adapt_pct": 25.000557740740742,
        "stability": 99.99870095430859,
        "consistency": 100,
        "throughput": 95.28582516668942,
        "availability": 19.790326838342537,
        "score": 4.714439255572061,
        "zero_downtime": 4.947681617202559,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 25551288,
        "heap_mib": 24.36760711669922,
        "mobile_score": 469.8648281390295,
        "mobile_throughput": 9496.666610587066,
        "mobile_availability": 1972.403930694978,
        "mobile_accuracy": 2491.67658522998,
        "soft_acc_blocks": [
          25.0004305,
          24.9994276,
          25.00264922222222,
          24.999512
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.069915075,
        "time_to_acc50_sec": 1.3534065530000001,
        "acc_per_sec": 9.605619888561657,
        "mobile_acc_per_sec": 957.3445946457967
      },
      "started": "2026-08-18T07:27:31.501290136+10:00",
      "ended": "2026-08-18T07:27:34.11612538+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|MeshTween|tricameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "MeshTween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 152,
        "total_correct": 20,
        "total_train": 9,
        "infer_ms": 664.172146,
        "train_ms": 2132.064135,
        "blocked_train": 2132064135,
        "duration": 2738642283,
        "avg_accuracy": 14.583333333333334,
        "soft_acc": 24.99612605833333,
        "adapt_pct": 24.99732307777778,
        "stability": 99.99807109369326,
        "consistency": 100,
        "throughput": 55.501954725351766,
        "availability": 23.752361362054728,
        "score": 3.295245509649823,
        "zero_downtime": 5.937170187890059,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 26626944,
        "heap_mib": 25.3934326171875,
        "mobile_score": 218.9402709115811,
        "mobile_throughput": 3687.6199263775475,
        "mobile_availability": 1578.136869064624,
        "mobile_accuracy": 1660.7741653619903,
        "soft_acc_blocks": [
          24.997469,
          24.9934372,
          24.995226833333334,
          24.9983712
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.070451064,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.12719642630791,
        "mobile_acc_per_sec": 606.4224508878623
      },
      "started": "2026-08-18T07:27:35.926953795+10:00",
      "ended": "2026-08-18T07:27:38.671749144+10:00"
    },
    {
      "cell": {
        "id": "int6|none|MeshTween|tricameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "MeshTween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 120,
        "total_correct": 34,
        "total_train": 9,
        "infer_ms": 524.681681,
        "train_ms": 2135.925118,
        "blocked_train": 2135925118,
        "duration": 2598789057,
        "avg_accuracy": 30.3125,
        "soft_acc": 25.000378225000002,
        "adapt_pct": 25.0008863,
        "stability": 99.99757144486745,
        "consistency": 100,
        "throughput": 46.17535219981497,
        "availability": 19.720376614733294,
        "score": 2.276522780237846,
        "zero_downtime": 4.930168741077775,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 25231264,
        "heap_mib": 24.062408447265625,
        "mobile_score": 151.25504694022808,
        "mobile_throughput": 3067.9486825670497,
        "mobile_availability": 1310.2467132917614,
        "mobile_accuracy": 1661.0566846823979,
        "soft_acc_blocks": [
          24.996994,
          25.0013882,
          25.0036025,
          24.9995282
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.670072032,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.620010580566333,
        "mobile_acc_per_sec": 639.1656453255559
      },
      "started": "2026-08-18T07:27:40.530786199+10:00",
      "ended": "2026-08-18T07:27:43.136570456+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|MeshTween|tricameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "MeshTween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 152,
        "total_correct": 46,
        "total_train": 9,
        "infer_ms": 668.408284,
        "train_ms": 2076.795496,
        "blocked_train": 2076795496,
        "duration": 2644840770,
        "avg_accuracy": 30.520833333333332,
        "soft_acc": 25.001336783333333,
        "adapt_pct": 25.000994783333333,
        "stability": 99.99855967366864,
        "consistency": 100,
        "throughput": 57.47037845306657,
        "availability": 24.348221027147204,
        "score": 3.4984407490119462,
        "zero_downtime": 6.087380739747455,
        "weight_bytes": 15806,
        "weight_mib": 0.015073776245117188,
        "heap_bytes": 27326320,
        "heap_mib": 26.060409545898438,
        "mobile_score": 232.08787845349553,
        "mobile_throughput": 3812.606577046864,
        "mobile_availability": 1615.2701639732954,
        "mobile_accuracy": 1658.5981095103461,
        "soft_acc_blocks": [
          25.000901,
          25.0035398,
          25.001373333333333,
          24.999533
        ],
        "phase_blocks": [
          "A",
          "B",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          false,
          true
        ],
        "time_to_acc25_sec": 0.071365802,
        "time_to_acc50_sec": 0.724396291,
        "acc_per_sec": 9.452870307702241,
        "mobile_acc_per_sec": 627.1069806256602
      },
      "started": "2026-08-18T07:27:44.824281093+10:00",
      "ended": "2026-08-18T07:27:47.475416127+10:00"
    },
    {
      "cell": {
        "id": "int5|none|MeshTween|tricameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "MeshTween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 152,
        "total_correct": 25,
        "total_train": 11,
        "infer_ms": 576.268601,
        "train_ms": 2134.409436,
        "blocked_train": 2134409436,
        "duration": 2647712638,
        "avg_accuracy": 12.708333333333332,
        "soft_acc": 24.999461575,
        "adapt_pct": 25.000594500000002,
        "stability": 99.99867235767547,
        "consistency": 100,
        "throughput": 57.408042632155166,
        "availability": 21.25920500827078,
        "score": 3.0510576565573495,
        "zero_downtime": 5.314686787193129,
        "weight_bytes": 13152,
        "weight_mib": 0.012542724609375,
        "heap_bytes": 24814576,
        "heap_mib": 23.665023803710938,
        "mobile_score": 243.2531807544312,
        "mobile_throughput": 4576.999369757811,
        "mobile_availability": 1694.9431379830096,
        "mobile_accuracy": 1993.144420655961,
        "soft_acc_blocks": [
          24.998213,
          24.9981368,
          25.0012095,
          25.000287
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.381222659,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.441908920253454,
        "mobile_acc_per_sec": 752.7797360069712
      },
      "started": "2026-08-18T07:27:49.146933916+10:00",
      "ended": "2026-08-18T07:27:51.801257692+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|MeshTween|tricameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "MeshTween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 168,
        "total_correct": 34,
        "total_train": 10,
        "infer_ms": 643.308935,
        "train_ms": 2040.013866,
        "blocked_train": 2040013866,
        "duration": 2684223947,
        "avg_accuracy": 21.651785714285715,
        "soft_acc": 24.99950436904762,
        "adapt_pct": 24.999866825396825,
        "stability": 99.9990394495802,
        "consistency": 100,
        "throughput": 62.58792236309633,
        "availability": 23.97434012636335,
        "score": 3.751185976708713,
        "zero_downtime": 5.993466207340544,
        "weight_bytes": 13176,
        "weight_mib": 0.01256561279296875,
        "heap_bytes": 39241120,
        "heap_mib": 37.423248291015625,
        "mobile_score": 298.52789820228566,
        "mobile_throughput": 4980.888986020499,
        "mobile_availability": 1907.932428076926,
        "mobile_accuracy": 1989.517326447972,
        "soft_acc_blocks": [
          24.997875,
          25.000344166666665,
          24.999996142857146,
          24.99980216666667
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.097619366,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.31349427717762,
        "mobile_acc_per_sec": 741.189023617623
      },
      "started": "2026-08-18T07:27:53.46474278+10:00",
      "ended": "2026-08-18T07:27:56.15841583+10:00"
    },
    {
      "cell": {
        "id": "int3|none|MeshTween|tricameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "MeshTween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 184,
        "total_correct": 65,
        "total_train": 12,
        "infer_ms": 551.519144,
        "train_ms": 2017.712483,
        "blocked_train": 2017712483,
        "duration": 2112202737,
        "avg_accuracy": 37.96296296296296,
        "soft_acc": 25.001728814814815,
        "adapt_pct": 25.002759907407405,
        "stability": 99.99797944970808,
        "consistency": 100,
        "throughput": 87.11284990632033,
        "availability": 21.46630682123391,
        "score": 4.675301197245743,
        "zero_downtime": 5.366947818000997,
        "weight_bytes": 7891,
        "weight_mib": 0.007525444030761719,
        "heap_bytes": 25066704,
        "heap_mib": 23.905471801757812,
        "mobile_score": 621.2658253964202,
        "mobile_throughput": 11575.775402784153,
        "mobile_availability": 2852.4970398405994,
        "mobile_accuracy": 3322.29283914881,
        "soft_acc_blocks": [
          25.0012975,
          24.99949816666667,
          25.004390777777775
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.07089799,
        "time_to_acc50_sec": 1.481554985,
        "acc_per_sec": 11.836803530671125,
        "mobile_acc_per_sec": 1572.9043339218103
      },
      "started": "2026-08-18T07:27:57.857625562+10:00",
      "ended": "2026-08-18T07:27:59.975817302+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|MeshTween|tricameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "MeshTween",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 176,
        "total_correct": 24,
        "total_train": 13,
        "infer_ms": 514.876638,
        "train_ms": 2075.912828,
        "blocked_train": 2075912828,
        "duration": 2711652761,
        "avg_accuracy": 15.848214285714286,
        "soft_acc": 25.00042636309524,
        "adapt_pct": 24.99937511111111,
        "stability": 99.9987991594649,
        "consistency": 100,
        "throughput": 64.90506547567504,
        "availability": 19.873349214860514,
        "score": 3.224757575795622,
        "zero_downtime": 4.968422036341969,
        "weight_bytes": 7915,
        "weight_mib": 0.007548332214355469,
        "heap_bytes": 25263824,
        "heap_mib": 24.093460083007812,
        "mobile_score": 427.2145798859722,
        "mobile_throughput": 8598.596833382368,
        "mobile_availability": 2632.8132692762574,
        "mobile_accuracy": 3312.046377019451,
        "soft_acc_blocks": [
          25.002303,
          25.000646285714286,
          24.999387000000002,
          24.999369166666668
        ],
        "phase_blocks": [
          "A",
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.068959398,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.219626761457324,
        "mobile_acc_per_sec": 1221.4124259029531
      },
      "started": "2026-08-18T07:28:01.742835754+10:00",
      "ended": "2026-08-18T07:28:04.460398352+10:00"
    },
    {
      "cell": {
        "id": "float64|none|MeshTweenChain|cnn|simd",
        "dtype": 0,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6352,
        "total_correct": 5406,
        "total_train": 232,
        "infer_ms": 895.010575,
        "train_ms": 1731.494171,
        "blocked_train": 1731494171,
        "duration": 2137022910,
        "avg_accuracy": 75.92223091636237,
        "soft_acc": 30.907721448324708,
        "adapt_pct": 34.46640746598853,
        "stability": 95.63545017841712,
        "consistency": 100,
        "throughput": 2972.3593370367753,
        "availability": 34.07610728147529,
        "score": 313.0532939500811,
        "zero_downtime": 10.532148318990675,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 24834888,
        "heap_mib": 23.68439483642578,
        "mobile_score": 134093.20700857855,
        "mobile_throughput": 1273180.0098826282,
        "mobile_availability": 14596.155338554016,
        "mobile_accuracy": 13239.00936495038,
        "soft_acc_blocks": [
          25.73236676923077,
          30.58237275352113,
          36.40842482222222
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.071482364,
        "time_to_acc50_sec": 0.071482364,
        "acc_per_sec": 14.462980861690767,
        "mobile_acc_per_sec": 6195.071331710889
      },
      "started": "2026-08-18T07:28:06.352208062+10:00",
      "ended": "2026-08-18T07:28:08.489492639+10:00"
    },
    {
      "cell": {
        "id": "float32|none|MeshTweenChain|cnn|simd",
        "dtype": 1,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 10136,
        "total_correct": 8800,
        "total_train": 290,
        "infer_ms": 834.420023,
        "train_ms": 1611.234569,
        "blocked_train": 1611234569,
        "duration": 2086347967,
        "avg_accuracy": 66.00417330131698,
        "soft_acc": 31.82210921913106,
        "adapt_pct": 35.644675489744685,
        "stability": 95.08130898030413,
        "consistency": 100,
        "throughput": 4858.249994882086,
        "availability": 34.118473873190354,
        "score": 527.4707938925982,
        "zero_downtime": 10.85721801982733,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 25891880,
        "heap_mib": 24.692420959472656,
        "mobile_score": 451873.54181104986,
        "mobile_throughput": 4161964.335484868,
        "mobile_availability": 29228.605277822262,
        "mobile_accuracy": 27261.35620633952,
        "soft_acc_blocks": [
          25.021605696969697,
          33.9554174516129,
          36.48930450881058
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.068389451,
        "time_to_acc50_sec": 0.748931204,
        "acc_per_sec": 15.252541628944421,
        "mobile_acc_per_sec": 13066.543375091524
      },
      "started": "2026-08-18T07:28:10.371311004+10:00",
      "ended": "2026-08-18T07:28:12.457891523+10:00"
    },
    {
      "cell": {
        "id": "float16|none|MeshTweenChain|cnn|simd",
        "dtype": 2,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5568,
        "total_correct": 4651,
        "total_train": 224,
        "infer_ms": 792.932023,
        "train_ms": 1773.76651,
        "blocked_train": 1773766510,
        "duration": 2095722016,
        "avg_accuracy": 61.83835933999571,
        "soft_acc": 31.28924705612556,
        "adapt_pct": 35.260006576789465,
        "stability": 95.09207580823914,
        "consistency": 100,
        "throughput": 2656.840915679916,
        "availability": 30.89307189002862,
        "score": 256.8158113000683,
        "zero_downtime": 9.666209586897532,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 24852400,
        "heap_mib": 23.701095581054688,
        "mobile_score": 440017.80416630785,
        "mobile_throughput": 4552123.562091477,
        "mobile_availability": 52930.93750025923,
        "mobile_accuracy": 53609.72797569267,
        "soft_acc_blocks": [
          24.865495160000002,
          32.22447228638498,
          36.7777737219917
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.728785393,
        "time_to_acc50_sec": 0.728785393,
        "acc_per_sec": 14.930055998479125,
        "mobile_acc_per_sec": 25580.552938988963
      },
      "started": "2026-08-18T07:28:14.294359887+10:00",
      "ended": "2026-08-18T07:28:16.390337736+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|MeshTweenChain|cnn|simd",
        "dtype": 3,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6112,
        "total_correct": 5339,
        "total_train": 238,
        "infer_ms": 908.090194,
        "train_ms": 1757.491999,
        "blocked_train": 1757491999,
        "duration": 2395772234,
        "avg_accuracy": 71.3059553323245,
        "soft_acc": 31.13525527736515,
        "adapt_pct": 35.03572566794437,
        "stability": 95.21803706933522,
        "consistency": 100,
        "throughput": 2551.160712717401,
        "availability": 34.06723665789435,
        "score": 270.59960391630307,
        "zero_downtime": 10.606921099379525,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 26431864,
        "heap_mib": 25.20738983154297,
        "mobile_score": 463634.3958760481,
        "mobile_throughput": 4371055.384801244,
        "mobile_availability": 58369.42278723566,
        "mobile_accuracy": 53345.88470215431,
        "soft_acc_blocks": [
          25.13179896551724,
          31.440756729323308,
          36.8332101372549
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.071711843,
        "time_to_acc50_sec": 0.74362199,
        "acc_per_sec": 12.99591623757217,
        "mobile_acc_per_sec": 22266.67624955633
      },
      "started": "2026-08-18T07:28:18.240269624+10:00",
      "ended": "2026-08-18T07:28:20.636358055+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|MeshTweenChain|cnn|simd",
        "dtype": 4,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5432,
        "total_correct": 2967,
        "total_train": 222,
        "infer_ms": 712.511513,
        "train_ms": 1761.95491,
        "blocked_train": 1761954910,
        "duration": 2171647286,
        "avg_accuracy": 60.38592930198578,
        "soft_acc": 26.037239200582786,
        "adapt_pct": 26.407127495424053,
        "stability": 99.47931274178691,
        "consistency": 100,
        "throughput": 2501.3270041680244,
        "availability": 28.79455168101103,
        "score": 187.53214701506977,
        "zero_downtime": 7.497306297920273,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 26424960,
        "heap_mib": 25.2008056640625,
        "mobile_score": 642619.9627074307,
        "mobile_throughput": 8571344.655955851,
        "mobile_availability": 98670.83602440465,
        "mobile_accuracy": 89222.3010849356,
        "soft_acc_blocks": [
          25.300900291666665,
          26.40025213389121,
          26.410565176190474
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.067940076,
        "time_to_acc50_sec": 0.746170059,
        "acc_per_sec": 11.98962620147275,
        "mobile_acc_per_sec": 41085.07935893951
      },
      "started": "2026-08-18T07:28:22.364522948+10:00",
      "ended": "2026-08-18T07:28:24.536430235+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|MeshTweenChain|cnn|simd",
        "dtype": 5,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6400,
        "total_correct": 2802,
        "total_train": 243,
        "infer_ms": 818.083578,
        "train_ms": 1714.173753,
        "blocked_train": 1714173753,
        "duration": 2111430688,
        "avg_accuracy": 47.785246285246295,
        "soft_acc": 25.59417130925003,
        "adapt_pct": 25.815459240318244,
        "stability": 99.7235079811262,
        "consistency": 100,
        "throughput": 3031.1201008744647,
        "availability": 32.30649460404307,
        "score": 250.63057749316636,
        "zero_downtime": 8.2685795729724,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 25376496,
        "heap_mib": 24.200912475585938,
        "mobile_score": 858840.550410047,
        "mobile_throughput": 10386796.702269748,
        "mobile_availability": 110705.27740499694,
        "mobile_accuracy": 87704.03194368679,
        "soft_acc_blocks": [
          25.223539839999997,
          25.671570454545456,
          25.887403633204634
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.067822472,
        "time_to_acc50_sec": 0.788550945,
        "acc_per_sec": 12.121719862608169,
        "mobile_acc_per_sec": 41537.72721128831
      },
      "started": "2026-08-18T07:28:26.470014102+10:00",
      "ended": "2026-08-18T07:28:28.581712811+10:00"
    },
    {
      "cell": {
        "id": "int64|none|MeshTweenChain|cnn|simd",
        "dtype": 6,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4472,
        "total_correct": 3712,
        "total_train": 220,
        "infer_ms": 756.259576,
        "train_ms": 1741.678144,
        "blocked_train": 1741678144,
        "duration": 2168458483,
        "avg_accuracy": 71.48832866479925,
        "soft_acc": 30.26647326289449,
        "adapt_pct": 33.193904680634915,
        "stability": 96.36686386330241,
        "consistency": 100,
        "throughput": 2062.294498630712,
        "availability": 30.27535754574378,
        "score": 188.97388113755247,
        "zero_downtime": 9.16328299682825,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 26103704,
        "heap_mib": 24.894432067871094,
        "mobile_score": 80945.0475439911,
        "mobile_throughput": 883362.955962499,
        "mobile_availability": 12968.142693580812,
        "mobile_accuracy": 12964.337201026492,
        "soft_acc_blocks": [
          25.460057470588236,
          31.097010594285713,
          34.24235172380952
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.088712604,
        "time_to_acc50_sec": 0.088712604,
        "acc_per_sec": 13.957598681355288,
        "mobile_acc_per_sec": 5978.59599464902
      },
      "started": "2026-08-18T07:28:30.382189959+10:00",
      "ended": "2026-08-18T07:28:32.550914796+10:00"
    },
    {
      "cell": {
        "id": "int32|none|MeshTweenChain|cnn|simd",
        "dtype": 7,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4104,
        "total_correct": 3084,
        "total_train": 225,
        "infer_ms": 690.071904,
        "train_ms": 1786.00591,
        "blocked_train": 1786005910,
        "duration": 2174096026,
        "avg_accuracy": 61.597902216782266,
        "soft_acc": 26.728553586667573,
        "adapt_pct": 27.68967136756426,
        "stability": 98.81302475563157,
        "consistency": 100,
        "throughput": 1887.681110181101,
        "availability": 27.869556445207905,
        "score": 140.61580721317014,
        "zero_downtime": 7.449129328823961,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 27351048,
        "heap_mib": 26.08399200439453,
        "mobile_score": 120462.71296107606,
        "mobile_throughput": 1617138.1599585444,
        "mobile_availability": 23875.28432932216,
        "mobile_accuracy": 22897.81029876923,
        "soft_acc_blocks": [
          25.17896688888889,
          26.944373639534884,
          28.062320231578948
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.074759286,
        "time_to_acc50_sec": 0.757375772,
        "acc_per_sec": 12.29409983138784,
        "mobile_acc_per_sec": 10532.106229409588
      },
      "started": "2026-08-18T07:28:34.373187853+10:00",
      "ended": "2026-08-18T07:28:36.547543358+10:00"
    },
    {
      "cell": {
        "id": "int16|none|MeshTweenChain|cnn|simd",
        "dtype": 8,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4552,
        "total_correct": 3590,
        "total_train": 231,
        "infer_ms": 785.970323,
        "train_ms": 1752.313443,
        "blocked_train": 1752313443,
        "duration": 2072598905,
        "avg_accuracy": 65.03054062126643,
        "soft_acc": 27.661636694605733,
        "adapt_pct": 29.178041839767022,
        "stability": 98.12324469442578,
        "consistency": 100,
        "throughput": 2196.276370222245,
        "availability": 30.96463577193284,
        "score": 188.11821012871772,
        "zero_downtime": 8.565325051039988,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 24843120,
        "heap_mib": 23.692245483398438,
        "mobile_score": 322314.11814367695,
        "mobile_throughput": 3763010.9333041846,
        "mobile_availability": 53053.552155539626,
        "mobile_accuracy": 47394.32738346879,
        "soft_acc_blocks": [
          25.196000666666666,
          28.043693315,
          29.74521610215054
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.082902559,
        "time_to_acc50_sec": 0.756237388,
        "acc_per_sec": 13.346353039111412,
        "mobile_acc_per_sec": 22867.10046460668
      },
      "started": "2026-08-18T07:28:38.27828423+10:00",
      "ended": "2026-08-18T07:28:40.351293446+10:00"
    },
    {
      "cell": {
        "id": "int8|none|MeshTweenChain|cnn|simd",
        "dtype": 9,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7072,
        "total_correct": 5901,
        "total_train": 244,
        "infer_ms": 967.13792,
        "train_ms": 1712.058499,
        "blocked_train": 1712058499,
        "duration": 2351249301,
        "avg_accuracy": 69.50658019247832,
        "soft_acc": 28.030646510940738,
        "adapt_pct": 29.363513492132608,
        "stability": 98.21775653534189,
        "consistency": 100,
        "throughput": 3007.7627229882587,
        "availability": 36.098059595084884,
        "score": 304.3410571101413,
        "zero_downtime": 10.118519482406969,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 24204264,
        "heap_mib": 23.082984924316406,
        "mobile_score": 1042891.2689553057,
        "mobile_throughput": 10306757.532745544,
        "mobile_availability": 123697.90502606447,
        "mobile_accuracy": 96053.14769887645,
        "soft_acc_blocks": [
          25.525584147058822,
          29.04217029512894,
          29.52418509063444
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.073201111,
        "time_to_acc50_sec": 0.992802523,
        "acc_per_sec": 11.921596956570763,
        "mobile_acc_per_sec": 40851.96225599067
      },
      "started": "2026-08-18T07:28:42.0894679+10:00",
      "ended": "2026-08-18T07:28:44.441034805+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|MeshTweenChain|cnn|simd",
        "dtype": 10,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5320,
        "total_correct": 4136,
        "total_train": 237,
        "infer_ms": 736.565112,
        "train_ms": 1768.012747,
        "blocked_train": 1768012747,
        "duration": 2211123840,
        "avg_accuracy": 67.87239160502736,
        "soft_acc": 27.59650400493115,
        "adapt_pct": 28.47251878284924,
        "stability": 98.65405471997353,
        "consistency": 100,
        "throughput": 2406.0162998378237,
        "availability": 29.4087528304705,
        "score": 195.26717378325142,
        "zero_downtime": 8.115787652661094,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 25445040,
        "heap_mib": 24.266281127929688,
        "mobile_score": 83368.27036520629,
        "mobile_throughput": 1027235.7278577955,
        "mobile_availability": 12555.908960897164,
        "mobile_accuracy": 11782.179064932689,
        "soft_acc_blocks": [
          25.70782286956522,
          28.745821941908716,
          28.335867203319502
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.082811413,
        "time_to_acc50_sec": 0.791991719,
        "acc_per_sec": 12.4807591079707,
        "mobile_acc_per_sec": 5328.593022149627
      },
      "started": "2026-08-18T07:28:46.10259263+10:00",
      "ended": "2026-08-18T07:28:48.314030948+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|MeshTweenChain|cnn|simd",
        "dtype": 11,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5184,
        "total_correct": 4045,
        "total_train": 234,
        "infer_ms": 854.725656,
        "train_ms": 1677.958166,
        "blocked_train": 1677958166,
        "duration": 2057330790,
        "avg_accuracy": 61.58933615819209,
        "soft_acc": 27.665092871818185,
        "adapt_pct": 29.140419213333335,
        "stability": 98.04600362393913,
        "consistency": 100,
        "throughput": 2519.769803279909,
        "availability": 33.747823102729164,
        "score": 235.25494640069365,
        "zero_downtime": 9.336366603586937,
        "weight_bytes": 1232,
        "weight_mib": 0.0011749267578125,
        "heap_bytes": 25054896,
        "heap_mib": 23.894210815429688,
        "mobile_score": 200229.45671838778,
        "mobile_throughput": 2144618.6211396377,
        "mobile_availability": 28723.342011174787,
        "mobile_accuracy": 23546.227616200995,
        "soft_acc_blocks": [
          24.926166045454547,
          28.7169675,
          29.352145070000002
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.072617518,
        "time_to_acc50_sec": 0.712503686,
        "acc_per_sec": 13.447080560058204,
        "mobile_acc_per_sec": 11445.03729329837
      },
      "started": "2026-08-18T07:28:50.157742461+10:00",
      "ended": "2026-08-18T07:28:52.215330595+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|MeshTweenChain|cnn|simd",
        "dtype": 12,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5648,
        "total_correct": 4805,
        "total_train": 236,
        "infer_ms": 775.02501,
        "train_ms": 1751.999638,
        "blocked_train": 1751999638,
        "duration": 2192732867,
        "avg_accuracy": 73.46761338674621,
        "soft_acc": 27.933655231912457,
        "adapt_pct": 29.18656516175314,
        "stability": 98.23793142694491,
        "consistency": 100,
        "throughput": 2575.781156474087,
        "availability": 30.669467771649526,
        "score": 220.66983474423665,
        "zero_downtime": 8.567103388795083,
        "weight_bytes": 620,
        "weight_mib": 0.000591278076171875,
        "heap_bytes": 24844440,
        "heap_mib": 23.693504333496094,
        "mobile_score": 373208.21393027855,
        "mobile_throughput": 4356294.035372536,
        "mobile_availability": 51869.786835685765,
        "mobile_accuracy": 47242.839465254576,
        "soft_acc_blocks": [
          25.441831882352943,
          29.15857214150943,
          29.200561671875
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.084832244,
        "time_to_acc50_sec": 0.084832244,
        "acc_per_sec": 12.739196667458195,
        "mobile_acc_per_sec": 21545.18691093007
      },
      "started": "2026-08-18T07:28:53.846089755+10:00",
      "ended": "2026-08-18T07:28:56.039088194+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|MeshTweenChain|cnn|simd",
        "dtype": 13,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8432,
        "total_correct": 7107,
        "total_train": 275,
        "infer_ms": 815.308424,
        "train_ms": 1656.920638,
        "blocked_train": 1656920638,
        "duration": 2165980865,
        "avg_accuracy": 66.913855824794,
        "soft_acc": 27.210378276598288,
        "adapt_pct": 28.38004684055203,
        "stability": 98.48090919423187,
        "consistency": 100,
        "throughput": 3892.924511131358,
        "availability": 32.97867647184871,
        "score": 349.33635445612316,
        "zero_downtime": 8.973622618605551,
        "weight_bytes": 314,
        "weight_mib": 0.0002994537353515625,
        "heap_bytes": 26993392,
        "heap_mib": 25.742904663085938,
        "mobile_score": 1166578.7172298848,
        "mobile_throughput": 13000086.663006607,
        "mobile_availability": 110129.4543316727,
        "mobile_accuracy": 90866.71850879722,
        "soft_acc_blocks": [
          25.098489048780486,
          27.92515104037267,
          28.607494740641712
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.074492411,
        "time_to_acc50_sec": 0.760925502,
        "acc_per_sec": 12.562612494085117,
        "mobile_acc_per_sec": 41951.76419935604
      },
      "started": "2026-08-18T07:28:57.87657268+10:00",
      "ended": "2026-08-18T07:29:00.042832555+10:00"
    },
    {
      "cell": {
        "id": "int4|none|MeshTweenChain|cnn|simd",
        "dtype": 14,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7544,
        "total_correct": 1299,
        "total_train": 262,
        "infer_ms": 755.863164,
        "train_ms": 1696.688097,
        "blocked_train": 1696688097,
        "duration": 2187532452,
        "avg_accuracy": 17.878742153286023,
        "soft_acc": 24.983576337290838,
        "adapt_pct": 25.0248433368439,
        "stability": 99.94823063008525,
        "consistency": 100,
        "throughput": 3448.6345531023917,
        "availability": 30.819464449921643,
        "score": 265.53811601118986,
        "zero_downtime": 7.699804427590385,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 28041832,
        "heap_mib": 26.742774963378906,
        "mobile_score": 1819848.9904218917,
        "mobile_throughput": 23635002.778783616,
        "mobile_availability": 211219.28598066038,
        "mobile_accuracy": 171223.38915981096,
        "soft_acc_blocks": [
          24.929601107142854,
          24.967725798927614,
          25.053402105802046
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.42089403722859,
        "mobile_acc_per_sec": 78272.38814366671
      },
      "started": "2026-08-18T07:29:01.75189568+10:00",
      "ended": "2026-08-18T07:29:03.93969084+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|MeshTweenChain|cnn|simd",
        "dtype": 15,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4832,
        "total_correct": 766,
        "total_train": 239,
        "infer_ms": 675.952528,
        "train_ms": 1804.223685,
        "blocked_train": 1804223685,
        "duration": 2103255101,
        "avg_accuracy": 14.948000291928187,
        "soft_acc": 24.988999675820825,
        "adapt_pct": 25.056651021631875,
        "stability": 99.89896592263851,
        "consistency": 100,
        "throughput": 2297.3913139222195,
        "availability": 27.2542138117829,
        "score": 156.46510821413335,
        "zero_downtime": 6.810555401073944,
        "weight_bytes": 161,
        "weight_mib": 0.00015354156494140625,
        "heap_bytes": 24875824,
        "heap_mib": 23.723434448242188,
        "mobile_score": 1019040.7286381559,
        "mobile_throughput": 14962667.045883883,
        "mobile_availability": 177503.81678201284,
        "mobile_accuracy": 162750.71629859315,
        "soft_acc_blocks": [
          24.846639727272727,
          25.07076553548387,
          25.049593764705882
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.88110736730876,
        "mobile_acc_per_sec": 77380.39775641708
      },
      "started": "2026-08-18T07:29:05.821249956+10:00",
      "ended": "2026-08-18T07:29:07.924842401+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|MeshTweenChain|cnn|simd",
        "dtype": 16,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7304,
        "total_correct": 1802,
        "total_train": 253,
        "infer_ms": 811.05804,
        "train_ms": 1692.58178,
        "blocked_train": 1692581780,
        "duration": 2124268564,
        "avg_accuracy": 24.968214122709785,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 3438.359971889129,
        "availability": 32.395156584464296,
        "score": 278.46552420775646,
        "zero_downtime": 8.098789146116074,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 25089424,
        "heap_mib": 23.927139282226562,
        "mobile_score": 1908446.1798148525,
        "mobile_throughput": 23564586.574402716,
        "mobile_availability": 222018.1941876551,
        "mobile_accuracy": 171335.9477124183,
        "soft_acc_blocks": [
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.071783508,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.768756749346691,
        "mobile_acc_per_sec": 80656.44364184939
      },
      "started": "2026-08-18T07:29:09.773477024+10:00",
      "ended": "2026-08-18T07:29:11.898119077+10:00"
    },
    {
      "cell": {
        "id": "int2|none|MeshTweenChain|cnn|simd",
        "dtype": 17,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7368,
        "total_correct": 2092,
        "total_train": 261,
        "infer_ms": 771.259598,
        "train_ms": 1734.883345,
        "blocked_train": 1734883345,
        "duration": 2218716939,
        "avg_accuracy": 28.912359719989052,
        "soft_acc": 24.91353628116067,
        "adapt_pct": 25.157275457320292,
        "stability": 99.69213528310219,
        "consistency": 100,
        "throughput": 3320.8382153159373,
        "availability": 30.774764869427482,
        "score": 254.61139606877825,
        "zero_downtime": 7.667082211186704,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 27177192,
        "heap_mib": 25.918190002441406,
        "mobile_score": 3467264.925249548,
        "mobile_throughput": 45222743.53848214,
        "mobile_availability": 419086.75126915314,
        "mobile_accuracy": 339269.30155265366,
        "soft_acc_blocks": [
          24.601160518518515,
          24.8070702779661,
          25.332378046997388
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.759065033,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.228803387776663,
        "mobile_acc_per_sec": 152912.38624858836
      },
      "started": "2026-08-18T07:29:13.655502556+10:00",
      "ended": "2026-08-18T07:29:15.874483661+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|MeshTweenChain|cnn|simd",
        "dtype": 18,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4824,
        "total_correct": 1922,
        "total_train": 215,
        "infer_ms": 748.615523,
        "train_ms": 1766.716009,
        "blocked_train": 1766716009,
        "duration": 2155820449,
        "avg_accuracy": 43.75681879674968,
        "soft_acc": 25.563040099293186,
        "adapt_pct": 25.489566560786574,
        "stability": 99.87860715028506,
        "consistency": 100,
        "throughput": 2237.6631607876543,
        "availability": 29.76210147553623,
        "score": 170.24360471882488,
        "zero_downtime": 7.608097934583656,
        "weight_bytes": 85,
        "weight_mib": 0.00008106231689453125,
        "heap_bytes": 27187200,
        "heap_mib": 25.927734375,
        "mobile_score": 2100157.1536664297,
        "mobile_throughput": 27604233.958659712,
        "mobile_availability": 367150.8860801397,
        "mobile_accuracy": 315350.4745312524,
        "soft_acc_blocks": [
          25.61563668181818,
          25.678267549763035,
          25.395216066298342
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.072543403,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.857685138458942,
        "mobile_acc_per_sec": 146278.6359028791
      },
      "started": "2026-08-18T07:29:17.776419153+10:00",
      "ended": "2026-08-18T07:29:19.93250007+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|MeshTweenChain|cnn|simd",
        "dtype": 19,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6736,
        "total_correct": 1658,
        "total_train": 234,
        "infer_ms": 778.536319,
        "train_ms": 1718.464984,
        "blocked_train": 1718464984,
        "duration": 2198735916,
        "avg_accuracy": 22.670476921109827,
        "soft_acc": 24.96710614170694,
        "adapt_pct": 25.1423675585654,
        "stability": 99.77835963815792,
        "consistency": 100,
        "throughput": 3063.578463872239,
        "availability": 31.178851130939922,
        "score": 238.48294375840152,
        "zero_downtime": 7.784456855626564,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 24886504,
        "heap_mib": 23.733619689941406,
        "mobile_score": 3247629.756291034,
        "mobile_throughput": 41719413.65367918,
        "mobile_availability": 424589.5454996943,
        "mobile_accuracy": 339998.808956448,
        "soft_acc_blocks": [
          24.743262727272725,
          24.889008720000003,
          25.2690469778481
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.5449890929999999,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.355209127218778,
        "mobile_acc_per_sec": 154633.76319198127
      },
      "started": "2026-08-18T07:29:21.887401904+10:00",
      "ended": "2026-08-18T07:29:24.086400528+10:00"
    },
    {
      "cell": {
        "id": "binary|none|MeshTweenChain|cnn|simd",
        "dtype": 20,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7376,
        "total_correct": 1779,
        "total_train": 270,
        "infer_ms": 778.937287,
        "train_ms": 1671.959086,
        "blocked_train": 1671959086,
        "duration": 2135839739,
        "avg_accuracy": 29.391249188103856,
        "soft_acc": 25.31064583349306,
        "adapt_pct": 25.025581154315557,
        "stability": 99.62556846943598,
        "consistency": 100,
        "throughput": 3453.4426274199027,
        "availability": 31.781730781483347,
        "score": 277.80049596924425,
        "zero_downtime": 8.044161317855496,
        "weight_bytes": 39,
        "weight_mib": 0.00003719329833984375,
        "heap_bytes": 25383008,
        "heap_mib": 24.207122802734375,
        "mobile_score": 7469100.842601187,
        "mobile_throughput": 92851206.57665262,
        "mobile_availability": 854501.5419467867,
        "mobile_accuracy": 680516.3016795082,
        "soft_acc_blocks": [
          25.64257111111111,
          25.501989315789473,
          24.787377073578593
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.074419599,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.850442414440467,
        "mobile_acc_per_sec": 318617.67961959814
      },
      "started": "2026-08-18T07:29:25.841496347+10:00",
      "ended": "2026-08-18T07:29:27.977591659+10:00"
    },
    {
      "cell": {
        "id": "int|none|MeshTweenChain|cnn|simd",
        "dtype": 21,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3696,
        "total_correct": 3002,
        "total_train": 209,
        "infer_ms": 685.907808,
        "train_ms": 1809.767004,
        "blocked_train": 1809767004,
        "duration": 2140034315,
        "avg_accuracy": 63.13558888721294,
        "soft_acc": 30.00819282231761,
        "adapt_pct": 33.37382250575862,
        "stability": 95.87416917545144,
        "consistency": 100,
        "throughput": 1727.0751100082246,
        "availability": 27.48386146712451,
        "score": 142.43896781858467,
        "zero_downtime": 8.247410144073372,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 27189336,
        "heap_mib": 25.929771423339844,
        "mobile_score": 61012.28885593964,
        "mobile_throughput": 739775.1268594706,
        "mobile_availability": 11772.433628166482,
        "mobile_accuracy": 12853.70539087194,
        "soft_acc_blocks": [
          25.084818764705883,
          29.758051887218045,
          35.1817078150289
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.069566271,
        "time_to_acc50_sec": 0.771287099,
        "acc_per_sec": 14.022295162270616,
        "mobile_acc_per_sec": 6006.308076827236
      },
      "started": "2026-08-18T07:29:29.954503931+10:00",
      "ended": "2026-08-18T07:29:32.094875485+10:00"
    },
    {
      "cell": {
        "id": "uint|none|MeshTweenChain|cnn|simd",
        "dtype": 22,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4776,
        "total_correct": 3821,
        "total_train": 225,
        "infer_ms": 746.610453,
        "train_ms": 1756.071388,
        "blocked_train": 1756071388,
        "duration": 2232771962,
        "avg_accuracy": 59.45093112621933,
        "soft_acc": 26.941428080072956,
        "adapt_pct": 27.890802120930232,
        "stability": 98.73561568711362,
        "consistency": 100,
        "throughput": 2139.045133709897,
        "availability": 29.83241580166961,
        "score": 171.92102207560117,
        "zero_downtime": 8.03727884775514,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 26329464,
        "heap_mib": 25.10973358154297,
        "mobile_score": 73400.75636968468,
        "mobile_throughput": 913253.8233407936,
        "mobile_availability": 12736.789589434657,
        "mobile_accuracy": 11502.497919580856,
        "soft_acc_blocks": [
          25.16615405882353,
          27.643854,
          28.014276181395346
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.759997736,
        "time_to_acc50_sec": 0.759997736,
        "acc_per_sec": 12.066359009605367,
        "mobile_acc_per_sec": 5151.667127384348
      },
      "started": "2026-08-18T07:29:34.102500478+10:00",
      "ended": "2026-08-18T07:29:36.335674523+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|MeshTweenChain|cnn|simd",
        "dtype": 23,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4504,
        "total_correct": 3378,
        "total_train": 230,
        "infer_ms": 737.867443,
        "train_ms": 1801.682367,
        "blocked_train": 1801682367,
        "duration": 2163295064,
        "avg_accuracy": 53.57683335605151,
        "soft_acc": 26.551784118303825,
        "adapt_pct": 27.80965119071695,
        "stability": 98.45905001653674,
        "consistency": 100,
        "throughput": 2082.0090957319358,
        "availability": 29.055049052178266,
        "score": 160.6193794962898,
        "zero_downtime": 7.7146338998016555,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 23870160,
        "heap_mib": 22.764358520507812,
        "mobile_score": 68575.58081217491,
        "mobile_throughput": 888902.593471584,
        "mobile_availability": 12404.897033769086,
        "mobile_accuracy": 11336.141524281169,
        "soft_acc_blocks": [
          24.64066794117647,
          26.60041525531915,
          28.414269158415845
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.806826898,
        "time_to_acc50_sec": 0.806826898,
        "acc_per_sec": 12.273769103512281,
        "mobile_acc_per_sec": 5240.2197522331
      },
      "started": "2026-08-18T07:29:38.007352468+10:00",
      "ended": "2026-08-18T07:29:40.171011698+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|MeshTweenChain|cnn|simd",
        "dtype": 24,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4280,
        "total_correct": 3653,
        "total_train": 212,
        "infer_ms": 783.396149,
        "train_ms": 1750.268788,
        "blocked_train": 1750268788,
        "duration": 2173027081,
        "avg_accuracy": 68.7095657023604,
        "soft_acc": 31.170882511764177,
        "adapt_pct": 34.8813154085978,
        "stability": 95.4072642486824,
        "consistency": 100,
        "throughput": 1969.602697279961,
        "availability": 30.919484954770088,
        "score": 189.8278721265244,
        "zero_downtime": 9.637876328493984,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 26496376,
        "heap_mib": 25.26891326904297,
        "mobile_score": 81310.84593257454,
        "mobile_throughput": 843659.3618884936,
        "mobile_availability": 13244.04814376348,
        "mobile_accuracy": 13351.731740463902,
        "soft_acc_blocks": [
          25.134992133333334,
          32.111364578125,
          36.2662908238342
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.076909282,
        "time_to_acc50_sec": 0.782828227,
        "acc_per_sec": 14.344451932655955,
        "mobile_acc_per_sec": 6144.300665742096
      },
      "started": "2026-08-18T07:29:42.004775542+10:00",
      "ended": "2026-08-18T07:29:44.178094914+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|MeshTweenChain|cnn|simd",
        "dtype": 25,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3648,
        "total_correct": 3129,
        "total_train": 215,
        "infer_ms": 666.605603,
        "train_ms": 1802.87971,
        "blocked_train": 1802879710,
        "duration": 2265274156,
        "avg_accuracy": 68.24643798803366,
        "soft_acc": 30.666951587655916,
        "adapt_pct": 34.43007361390833,
        "stability": 95.38388419099347,
        "consistency": 100,
        "throughput": 1610.4011032561307,
        "availability": 26.99370591478387,
        "score": 133.31136618213543,
        "zero_downtime": 8.278146724600981,
        "weight_bytes": 4896,
        "weight_mib": 0.004669189453125,
        "heap_bytes": 29659592,
        "heap_mib": 28.28559112548828,
        "mobile_score": 28551.286582066758,
        "mobile_throughput": 344899.49902939145,
        "mobile_availability": 5781.240231474757,
        "mobile_accuracy": 6567.939017152346,
        "soft_acc_blocks": [
          25.205153875,
          30.301180934210528,
          36.49451995375723
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.086226355,
        "time_to_acc50_sec": 0.826643904,
        "acc_per_sec": 13.537854350401162,
        "mobile_acc_per_sec": 2899.401381398335
      },
      "started": "2026-08-18T07:29:46.155476031+10:00",
      "ended": "2026-08-18T07:29:48.421013155+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|MeshTweenChain|cnn|simd",
        "dtype": 26,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3360,
        "total_correct": 1359,
        "total_train": 202,
        "infer_ms": 648.657243,
        "train_ms": 1830.951605,
        "blocked_train": 1830951605,
        "duration": 2181633785,
        "avg_accuracy": 33.53261963468022,
        "soft_acc": 25.218607348194368,
        "adapt_pct": 25.162991063335514,
        "stability": 99.92058484356761,
        "consistency": 100,
        "throughput": 1540.1301644217067,
        "availability": 26.159659961013336,
        "score": 101.60395678911337,
        "zero_downtime": 6.597101929190769,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 28063184,
        "heap_mib": 26.763137817382812,
        "mobile_score": 696336.4091117735,
        "mobile_throughput": 10555186.45286703,
        "mobile_availability": 179283.60525019295,
        "mobile_accuracy": 172834.15959960953,
        "soft_acc_blocks": [
          25.273161285714284,
          25.276348327731093,
          25.106312431137727
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.071910539,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.559505321922932,
        "mobile_acc_per_sec": 79222.35197673635
      },
      "started": "2026-08-18T07:29:50.286212165+10:00",
      "ended": "2026-08-18T07:29:52.597133555+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|MeshTweenChain|cnn|simd",
        "dtype": 27,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2424,
        "total_correct": 1749,
        "total_train": 142,
        "infer_ms": 745.057855,
        "train_ms": 1847.50627,
        "blocked_train": 1847506270,
        "duration": 2177120559,
        "avg_accuracy": 53.65093202229345,
        "soft_acc": 27.21308134074042,
        "adapt_pct": 28.516711406566753,
        "stability": 98.4033285126975,
        "consistency": 100,
        "throughput": 1113.3972301071822,
        "availability": 28.738261392088035,
        "score": 87.07397021677514,
        "zero_downtime": 7.820566448543517,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 24878344,
        "heap_mib": 23.72583770751953,
        "mobile_score": 396972.5017131531,
        "mobile_throughput": 5076007.017203777,
        "mobile_availability": 131018.4833803048,
        "mobile_accuracy": 124065.14773890533,
        "soft_acc_blocks": [
          25.2480755,
          27.23220282474227,
          29.15896569747899
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.784749421,
        "time_to_acc50_sec": 0.784749421,
        "acc_per_sec": 12.499574829810983,
        "mobile_acc_per_sec": 56985.8877249734
      },
      "started": "2026-08-18T07:29:54.264031448+10:00",
      "ended": "2026-08-18T07:29:56.441456173+10:00"
    },
    {
      "cell": {
        "id": "int6|none|MeshTweenChain|cnn|simd",
        "dtype": 28,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2152,
        "total_correct": 1371,
        "total_train": 112,
        "infer_ms": 761.655639,
        "train_ms": 1838.021487,
        "blocked_train": 1838021487,
        "duration": 2514288380,
        "avg_accuracy": 51.14768129474012,
        "soft_acc": 26.26044450140056,
        "adapt_pct": 27.110933682539684,
        "stability": 98.95117213182179,
        "consistency": 100,
        "throughput": 855.9081834518919,
        "availability": 29.298085957771356,
        "score": 65.85192889237773,
        "zero_downtime": 7.693807602913178,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 24868648,
        "heap_mib": 23.716590881347656,
        "mobile_score": 300220.66169675597,
        "mobile_throughput": 3902107.7363967435,
        "mobile_availability": 133570.73817937417,
        "mobile_accuracy": 119722.0515369591,
        "soft_acc_blocks": [
          24.897986666666668,
          26.43389262745098,
          27.449454210084035
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.922394723,
        "time_to_acc50_sec": 0.922394723,
        "acc_per_sec": 10.444483898621272,
        "mobile_acc_per_sec": 47616.67455861173
      },
      "started": "2026-08-18T07:29:58.200214162+10:00",
      "ended": "2026-08-18T07:30:00.714843844+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|MeshTweenChain|cnn|simd",
        "dtype": 29,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2584,
        "total_correct": 1808,
        "total_train": 158,
        "infer_ms": 685.210733,
        "train_ms": 1803.505327,
        "blocked_train": 1803505327,
        "duration": 2185674555,
        "avg_accuracy": 57.2390873015873,
        "soft_acc": 26.13270360793651,
        "adapt_pct": 26.738984405555556,
        "stability": 99.24264657122228,
        "consistency": 100,
        "throughput": 1182.2437123993514,
        "availability": 27.532700255086553,
        "score": 85.06289562562041,
        "zero_downtime": 7.1950389529233485,
        "weight_bytes": 238,
        "weight_mib": 0.0002269744873046875,
        "heap_bytes": 37903632,
        "heap_mib": 36.14772033691406,
        "mobile_score": 374768.5329560107,
        "mobile_throughput": 5208707.491482615,
        "mobile_availability": 121303.06177595646,
        "mobile_accuracy": 115134.98243023375,
        "soft_acc_blocks": [
          25.117879357142858,
          26.343509716666667,
          26.93672175
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.118553138,
        "time_to_acc50_sec": 0.788709102,
        "acc_per_sec": 11.956356241671354,
        "mobile_acc_per_sec": 52677.093287675554
      },
      "started": "2026-08-18T07:30:02.500361798+10:00",
      "ended": "2026-08-18T07:30:04.686331041+10:00"
    },
    {
      "cell": {
        "id": "int5|none|MeshTweenChain|cnn|simd",
        "dtype": 30,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2584,
        "total_correct": 1621,
        "total_train": 158,
        "infer_ms": 707.903214,
        "train_ms": 1834.892009,
        "blocked_train": 1834892009,
        "duration": 2169452020,
        "avg_accuracy": 47.25024623610525,
        "soft_acc": 25.697873594850147,
        "adapt_pct": 26.14827338905305,
        "stability": 99.44596864642436,
        "consistency": 100,
        "throughput": 1191.0841890847626,
        "availability": 27.839568345767653,
        "score": 85.2122720929195,
        "zero_downtime": 7.154177082847285,
        "weight_bytes": 192,
        "weight_mib": 0.00018310546875,
        "heap_bytes": 25644496,
        "heap_mib": 24.456497192382812,
        "mobile_score": 465372.62199013104,
        "mobile_throughput": 6504907.784654916,
        "mobile_availability": 152041.1625923524,
        "mobile_accuracy": 140344.6536593416,
        "soft_acc_blocks": [
          24.985799399999998,
          25.77082260194175,
          26.336998782608696
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.775776982,
        "time_to_acc50_sec": 0.775776982,
        "acc_per_sec": 11.84532930802044,
        "mobile_acc_per_sec": 64691.2917942023
      },
      "started": "2026-08-18T07:30:06.375034683+10:00",
      "ended": "2026-08-18T07:30:08.545296859+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|MeshTweenChain|cnn|simd",
        "dtype": 31,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2816,
        "total_correct": 1611,
        "total_train": 159,
        "infer_ms": 690.91879,
        "train_ms": 1809.672974,
        "blocked_train": 1809672974,
        "duration": 2196463235,
        "avg_accuracy": 40.87273178999798,
        "soft_acc": 26.075862143617783,
        "adapt_pct": 26.874186782984424,
        "stability": 99.02215942580186,
        "consistency": 100,
        "throughput": 1282.0610675962441,
        "availability": 27.630211374238538,
        "score": 92.37013872198769,
        "zero_downtime": 7.204815827936642,
        "weight_bytes": 200,
        "weight_mib": 0.00019073486328125,
        "heap_bytes": 25635944,
        "heap_mib": 24.448341369628906,
        "mobile_score": 484285.5529027348,
        "mobile_throughput": 6721692.330078997,
        "mobile_availability": 144861.88260976775,
        "mobile_accuracy": 136712.6161155308,
        "soft_acc_blocks": [
          24.86865809090909,
          26.095296330935252,
          27.263632009009008
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.815552558,
        "time_to_acc50_sec": 0.815552558,
        "acc_per_sec": 11.871749878671556,
        "mobile_acc_per_sec": 62242.16000388953
      },
      "started": "2026-08-18T07:30:10.300643231+10:00",
      "ended": "2026-08-18T07:30:12.497403863+10:00"
    },
    {
      "cell": {
        "id": "int3|none|MeshTweenChain|cnn|simd",
        "dtype": 32,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2848,
        "total_correct": 1234,
        "total_train": 169,
        "infer_ms": 690.202089,
        "train_ms": 1824.634364,
        "blocked_train": 1824634364,
        "duration": 2274350639,
        "avg_accuracy": 47.85277777777778,
        "soft_acc": 25.269120230444447,
        "adapt_pct": 25.249548299777775,
        "stability": 99.96296537175293,
        "consistency": 100,
        "throughput": 1252.2255588752248,
        "availability": 27.44520774608002,
        "score": 86.84387791113637,
        "zero_downtime": 6.935162542852213,
        "weight_bytes": 115,
        "weight_mib": 0.00010967254638671875,
        "heap_bytes": 21963560,
        "heap_mib": 20.946083068847656,
        "mobile_score": 791847.009778676,
        "mobile_throughput": 11417857.979331719,
        "mobile_availability": 250246.83615264003,
        "mobile_accuracy": 230405.15665007406,
        "soft_acc_blocks": [
          25.278516,
          25.30904448333333,
          25.219800208000002
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.089814266,
        "time_to_acc50_sec": 0.089814266,
        "acc_per_sec": 11.110476897069365,
        "mobile_acc_per_sec": 101305.90802453397
      },
      "started": "2026-08-18T07:30:14.407463433+10:00",
      "ended": "2026-08-18T07:30:16.683148185+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|MeshTweenChain|cnn|simd",
        "dtype": 33,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3240,
        "total_correct": 545,
        "total_train": 195,
        "infer_ms": 674.065384,
        "train_ms": 1800.456156,
        "blocked_train": 1800456156,
        "duration": 2172307688,
        "avg_accuracy": 17.011380021016787,
        "soft_acc": 24.842360439287546,
        "adapt_pct": 24.925435113858587,
        "stability": 99.89421064238961,
        "consistency": 100,
        "throughput": 1491.5014193882464,
        "availability": 27.240231014517665,
        "score": 100.93163675675522,
        "zero_downtime": 6.767116373121073,
        "weight_bytes": 123,
        "weight_mib": 0.00011730194091796875,
        "heap_bytes": 26666104,
        "heap_mib": 25.43077850341797,
        "mobile_score": 860443.0239337509,
        "mobile_throughput": 12715061.7263126,
        "mobile_availability": 232223.19086405588,
        "mobile_accuracy": 211781.3247153364,
        "soft_acc_blocks": [
          24.738233615384615,
          24.801390063380282,
          24.987457639097745
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.435930819799937,
        "mobile_acc_per_sec": 97491.40321384178
      },
      "started": "2026-08-18T07:30:18.430408523+10:00",
      "ended": "2026-08-18T07:30:20.603041835+10:00"
    },
    {
      "cell": {
        "id": "float64|none|MeshTweenChain|bicameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 832,
        "total_correct": 346,
        "total_train": 63,
        "infer_ms": 455.933043,
        "train_ms": 1933.192458,
        "blocked_train": 1933192458,
        "duration": 2208790246,
        "avg_accuracy": 35.15350877192983,
        "soft_acc": 25.001437568128654,
        "adapt_pct": 25.00085045847953,
        "stability": 99.99915858030256,
        "consistency": 100,
        "throughput": 376.6767811052712,
        "availability": 19.08367906203183,
        "score": 17.97198038025659,
        "zero_downtime": 4.771194106395928,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 25254520,
        "heap_mib": 24.08458709716797,
        "mobile_score": 148.54479836051152,
        "mobile_throughput": 3113.367325831133,
        "mobile_availability": 157.7333826471583,
        "mobile_accuracy": 206.64575765731865,
        "soft_acc_blocks": [
          25.00200925,
          25.00205553333333,
          25.00024792105263
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.068432365,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.319063733373918,
        "mobile_acc_per_sec": 93.55608031660904
      },
      "started": "2026-08-18T07:30:22.423633957+10:00",
      "ended": "2026-08-18T07:30:24.635316648+10:00"
    },
    {
      "cell": {
        "id": "float32|none|MeshTweenChain|bicameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1816,
        "total_correct": 620,
        "total_train": 97,
        "infer_ms": 442.921285,
        "train_ms": 1880.494966,
        "blocked_train": 1880494966,
        "duration": 2284856818,
        "avg_accuracy": 32.84228226174191,
        "soft_acc": 25.001021935636118,
        "adapt_pct": 25.002139073233014,
        "stability": 99.99862627317408,
        "consistency": 100,
        "throughput": 794.7981622715406,
        "availability": 19.06336347649141,
        "score": 37.8803640330369,
        "zero_downtime": 4.766035684427662,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 25180568,
        "heap_mib": 24.014060974121094,
        "mobile_score": 626.1893144833159,
        "mobile_throughput": 13138.57797014193,
        "mobile_availability": 315.1309342402172,
        "mobile_accuracy": 413.2846446144151,
        "soft_acc_blocks": [
          24.99925925,
          25.001195894117647,
          25.002610662790698
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.072921995,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.942051921450474,
        "mobile_acc_per_sec": 180.87988768424222
      },
      "started": "2026-08-18T07:30:26.397024829+10:00",
      "ended": "2026-08-18T07:30:28.684372686+10:00"
    },
    {
      "cell": {
        "id": "float16|none|MeshTweenChain|bicameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 512,
        "total_correct": 194,
        "total_train": 34,
        "infer_ms": 625.011591,
        "train_ms": 1939.607803,
        "blocked_train": 1939607803,
        "duration": 2245383062,
        "avg_accuracy": 54.249698067632856,
        "soft_acc": 25.00182622161836,
        "adapt_pct": 25.001195707125603,
        "stability": 99.9991934966465,
        "consistency": 100,
        "throughput": 228.02345339861657,
        "availability": 24.370539833794922,
        "score": 13.893651476560533,
        "zero_downtime": 6.093080018515686,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 25147152,
        "heap_mib": 23.982192993164062,
        "mobile_score": 459.3438482370393,
        "mobile_throughput": 7538.779186243782,
        "mobile_availability": 805.7246555921726,
        "mobile_accuracy": 826.5958800655724,
        "soft_acc_blocks": [
          25.0029365,
          25.001497208333333,
          25.001044956521742
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.069607572,
        "time_to_acc50_sec": 0.069607572,
        "acc_per_sec": 11.134771008448249,
        "mobile_acc_per_sec": 368.131342065665
      },
      "started": "2026-08-18T07:30:30.439614936+10:00",
      "ended": "2026-08-18T07:30:32.687804505+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|MeshTweenChain|bicameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 624,
        "total_correct": 292,
        "total_train": 44,
        "infer_ms": 429.803641,
        "train_ms": 1941.354106,
        "blocked_train": 1941354106,
        "duration": 2243700822,
        "avg_accuracy": 37.838933097553785,
        "soft_acc": 25.002080423224285,
        "adapt_pct": 25.003249440318303,
        "stability": 99.99851238602761,
        "consistency": 100,
        "throughput": 278.1119451762629,
        "availability": 18.1263200031204,
        "score": 12.603914059133503,
        "zero_downtime": 4.531957104951154,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 24089752,
        "heap_mib": 22.973777770996094,
        "mobile_score": 416.70329765638706,
        "mobile_throughput": 9194.775855251137,
        "mobile_availability": 599.2818805521497,
        "mobile_accuracy": 826.6042843316568,
        "soft_acc_blocks": [
          25.000041333333332,
          25.00265155172414,
          25.003548384615385
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.080685631,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.143232724288891,
        "mobile_acc_per_sec": 368.4110984078682
      },
      "started": "2026-08-18T07:30:34.466562037+10:00",
      "ended": "2026-08-18T07:30:36.713083533+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|MeshTweenChain|bicameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 544,
        "total_correct": 139,
        "total_train": 40,
        "infer_ms": 487.719771,
        "train_ms": 1955.339238,
        "blocked_train": 1955339238,
        "duration": 2383145912,
        "avg_accuracy": 26.02272727272727,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 228.26969899776748,
        "availability": 19.963487136548324,
        "score": 11.392647999014223,
        "zero_downtime": 4.990871784137081,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 27465576,
        "heap_mib": 26.193214416503906,
        "mobile_score": 753.3142431715436,
        "mobile_throughput": 15093.840830891855,
        "mobile_availability": 1320.0424699012042,
        "mobile_accuracy": 1653.0710051708916,
        "soft_acc_blocks": [
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.06986127,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.490335431882697,
        "mobile_acc_per_sec": 693.6507734784859
      },
      "started": "2026-08-18T07:30:38.78897185+10:00",
      "ended": "2026-08-18T07:30:41.175391976+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|MeshTweenChain|bicameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 528,
        "total_correct": 132,
        "total_train": 37,
        "infer_ms": 512.950369,
        "train_ms": 1941.054727,
        "blocked_train": 1941054727,
        "duration": 2217615641,
        "avg_accuracy": 29.93247694334651,
        "soft_acc": 24.998117779314885,
        "adapt_pct": 24.99897146772069,
        "stability": 99.99866869864853,
        "consistency": 100,
        "throughput": 238.0935587926799,
        "availability": 20.90257961713703,
        "score": 12.440987184615937,
        "zero_downtime": 5.225251471606981,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 25583816,
        "heap_mib": 24.39862823486328,
        "mobile_score": 822.6334076236499,
        "mobile_throughput": 15743.422342325206,
        "mobile_availability": 1382.137931934612,
        "mobile_accuracy": 1652.9465473932958,
        "soft_acc_blocks": [
          24.9962545,
          24.999283272727272,
          24.99881556521739
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.072013037,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.272520502264479,
        "mobile_acc_per_sec": 745.371071899513
      },
      "started": "2026-08-18T07:30:43.0612575+10:00",
      "ended": "2026-08-18T07:30:45.282184856+10:00"
    },
    {
      "cell": {
        "id": "int64|none|MeshTweenChain|bicameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 464,
        "total_correct": 189,
        "total_train": 34,
        "infer_ms": 550.764021,
        "train_ms": 1983.485459,
        "blocked_train": 1983485459,
        "duration": 2223583132,
        "avg_accuracy": 46.54891304347826,
        "soft_acc": 25.00280760652174,
        "adapt_pct": 25.002286229710148,
        "stability": 99.99890881673409,
        "consistency": 100,
        "throughput": 208.67220717880497,
        "availability": 21.73282564903594,
        "score": 11.338865000901704,
        "zero_downtime": 5.433816584489266,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 26110048,
        "heap_mib": 24.900482177734375,
        "mobile_score": 93.71974482268811,
        "mobile_throughput": 1724.7498763614785,
        "mobile_availability": 179.6295197042779,
        "mobile_accuracy": 206.65708151103652,
        "soft_acc_blocks": [
          25.002964,
          25.00405895,
          25.001399869565216
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.072047569,
        "time_to_acc50_sec": 0.764990998,
        "acc_per_sec": 11.244377260603244,
        "mobile_acc_per_sec": 92.93877010353062
      },
      "started": "2026-08-18T07:30:47.109235033+10:00",
      "ended": "2026-08-18T07:30:49.336491338+10:00"
    },
    {
      "cell": {
        "id": "int32|none|MeshTweenChain|bicameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 544,
        "total_correct": 103,
        "total_train": 33,
        "infer_ms": 674.799287,
        "train_ms": 1913.509291,
        "blocked_train": 1913509291,
        "duration": 2209853616,
        "avg_accuracy": 19.996843434343432,
        "soft_acc": 24.999798196969692,
        "adapt_pct": 24.999973060606056,
        "stability": 99.99970583237305,
        "consistency": 100,
        "throughput": 246.17015175180723,
        "availability": 26.07105245238653,
        "score": 16.044657830865013,
        "zero_downtime": 6.517710500922751,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 26032456,
        "heap_mib": 24.82648468017578,
        "mobile_score": 265.2295864809105,
        "mobile_throughput": 4069.367401994309,
        "mobile_availability": 430.97300883329643,
        "mobile_accuracy": 413.2644153453413,
        "soft_acc_blocks": [
          24.9996785,
          24.999512999999997,
          25.00020309090909
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.488385431,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.312875213074607,
        "mobile_acc_per_sec": 187.00985999850104
      },
      "started": "2026-08-18T07:30:51.311234927+10:00",
      "ended": "2026-08-18T07:30:53.524600882+10:00"
    },
    {
      "cell": {
        "id": "int16|none|MeshTweenChain|bicameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 440,
        "total_correct": 124,
        "total_train": 29,
        "infer_ms": 560.03666,
        "train_ms": 1969.394322,
        "blocked_train": 1969394322,
        "duration": 2453347640,
        "avg_accuracy": 21.05072463768116,
        "soft_acc": 25.000619812318842,
        "adapt_pct": 25.00126667463768,
        "stability": 99.99917449975807,
        "consistency": 100,
        "throughput": 179.3467802223088,
        "availability": 22.140816016936096,
        "score": 9.927456280615996,
        "zero_downtime": 5.535341235739189,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 25797920,
        "heap_mib": 24.602813720703125,
        "mobile_score": 328.2158026517593,
        "mobile_throughput": 5929.4592451251,
        "mobile_availability": 732.0068197684066,
        "mobile_accuracy": 826.5559944609043,
        "soft_acc_blocks": [
          24.9994855,
          25.00094785,
          25.00142608695652
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.7003551190000001,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.190410606594197,
        "mobile_acc_per_sec": 336.9094460909357
      },
      "started": "2026-08-18T07:30:55.22516746+10:00",
      "ended": "2026-08-18T07:30:57.682175251+10:00"
    },
    {
      "cell": {
        "id": "int8|none|MeshTweenChain|bicameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1440,
        "total_correct": 224,
        "total_train": 85,
        "infer_ms": 409.417686,
        "train_ms": 1902.796014,
        "blocked_train": 1902796014,
        "duration": 2352755677,
        "avg_accuracy": 15.288750288750288,
        "soft_acc": 24.999302378101177,
        "adapt_pct": 24.999012351074153,
        "stability": 99.99963006043133,
        "consistency": 100,
        "throughput": 612.0482522163732,
        "availability": 17.706740774003716,
        "score": 27.092693318599945,
        "zero_downtime": 4.426561667399722,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 25783544,
        "heap_mib": 24.58910369873047,
        "mobile_score": 1791.4458310785885,
        "mobile_throughput": 40470.36878017629,
        "mobile_availability": 1170.8199907833093,
        "mobile_accuracy": 1653.0248764295511,
        "soft_acc_blocks": [
          24.9998105,
          24.999156215384616,
          24.99894041891892
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.62554119940656,
        "mobile_acc_per_sec": 702.590962839509
      },
      "started": "2026-08-18T07:30:59.477898014+10:00",
      "ended": "2026-08-18T07:31:01.833613635+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|MeshTweenChain|bicameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 400,
        "total_correct": 115,
        "total_train": 30,
        "infer_ms": 576.313882,
        "train_ms": 1817.952005,
        "blocked_train": 1817952005,
        "duration": 2354916505,
        "avg_accuracy": 43.35317460317461,
        "soft_acc": 25.001474886243386,
        "adapt_pct": 25.0004162010582,
        "stability": 99.99870297587273,
        "consistency": 100,
        "throughput": 169.8574022266662,
        "availability": 24.070588196957427,
        "score": 10.222021970215671,
        "zero_downtime": 6.018002063033376,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 22354920,
        "heap_mib": 21.319313049316406,
        "mobile_score": 84.47532320419334,
        "mobile_throughput": 1403.7104394346707,
        "mobile_availability": 198.92059746865507,
        "mobile_accuracy": 206.61349366600632,
        "soft_acc_blocks": [
          25.00304,
          25.001520714285714,
          24.999863944444442
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.103983415,
        "time_to_acc50_sec": 0.103983415,
        "acc_per_sec": 10.616713940031342,
        "mobile_acc_per_sec": 87.73707824770896
      },
      "started": "2026-08-18T07:31:03.676302016+10:00",
      "ended": "2026-08-18T07:31:06.035968932+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|MeshTweenChain|bicameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 440,
        "total_correct": 91,
        "total_train": 31,
        "infer_ms": 495.750283,
        "train_ms": 1964.896149,
        "blocked_train": 1964896149,
        "duration": 2378033454,
        "avg_accuracy": 18.442234848484848,
        "soft_acc": 24.997845134469696,
        "adapt_pct": 24.999427905303033,
        "stability": 99.99806044288478,
        "consistency": 100,
        "throughput": 185.0268335207365,
        "availability": 20.147156314410314,
        "score": 9.318608060125978,
        "zero_downtime": 5.036354934475823,
        "weight_bytes": 63452,
        "weight_mib": 0.060512542724609375,
        "heap_bytes": 25418320,
        "heap_mib": 24.240798950195312,
        "mobile_score": 153.99465367923244,
        "mobile_throughput": 3057.6608615306022,
        "mobile_availability": 332.94182341831794,
        "mobile_accuracy": 413.101879526598,
        "soft_acc_blocks": [
          24.9954255,
          24.997936090909093,
          25.0001738125
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.525418244,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.511982113801539,
        "mobile_acc_per_sec": 173.71575611425268
      },
      "started": "2026-08-18T07:31:07.977835002+10:00",
      "ended": "2026-08-18T07:31:10.359434182+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|MeshTweenChain|bicameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 488,
        "total_correct": 187,
        "total_train": 33,
        "infer_ms": 555.09693,
        "train_ms": 2015.63431,
        "blocked_train": 2015634310,
        "duration": 2326807264,
        "avg_accuracy": 32.91245791245792,
        "soft_acc": 25.000274703703706,
        "adapt_pct": 25.000695740740742,
        "stability": 99.99942780700482,
        "consistency": 100,
        "throughput": 209.72944667582058,
        "availability": 21.592958507790183,
        "score": 11.32182250432798,
        "zero_downtime": 5.398298943604306,
        "weight_bytes": 31736,
        "weight_mib": 0.03026580810546875,
        "heap_bytes": 27516016,
        "heap_mib": 26.241317749023438,
        "mobile_score": 374.0796368256307,
        "mobile_throughput": 6929.583573151791,
        "mobile_availability": 713.4439771951285,
        "mobile_accuracy": 826.0236969911399,
        "soft_acc_blocks": [
          24.9998185,
          24.999924,
          25.00108161111111
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.076579802,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.744454467932977,
        "mobile_acc_per_sec": 355.0030592439907
      },
      "started": "2026-08-18T07:31:12.034103962+10:00",
      "ended": "2026-08-18T07:31:14.364049712+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|MeshTweenChain|bicameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 952,
        "total_correct": 321,
        "total_train": 61,
        "infer_ms": 465.844692,
        "train_ms": 1904.468979,
        "blocked_train": 1904468979,
        "duration": 2381459019,
        "avg_accuracy": 27.1875,
        "soft_acc": 25.000561905555557,
        "adapt_pct": 25.00098436111111,
        "stability": 99.99948055253601,
        "consistency": 100,
        "throughput": 399.7549369544704,
        "availability": 19.65329305144104,
        "score": 19.64169377296804,
        "zero_downtime": 4.913433695805765,
        "weight_bytes": 15878,
        "weight_mib": 0.015142440795898438,
        "heap_bytes": 40374704,
        "heap_mib": 38.50431823730469,
        "mobile_score": 1297.1286490542723,
        "mobile_throughput": 26399.63677868565,
        "mobile_availability": 1297.89466020329,
        "mobile_accuracy": 1651.0258975110105,
        "soft_acc_blocks": [
          24.9999608,
          25.00049675,
          25.001228166666667
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.795332154,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.498002151661446,
        "mobile_acc_per_sec": 693.2833545900335
      },
      "started": "2026-08-18T07:31:16.206536942+10:00",
      "ended": "2026-08-18T07:31:18.591719706+10:00"
    },
    {
      "cell": {
        "id": "int4|none|MeshTweenChain|bicameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1280,
        "total_correct": 230,
        "total_train": 66,
        "infer_ms": 329.680998,
        "train_ms": 1909.886671,
        "blocked_train": 1909886671,
        "duration": 2311376082,
        "avg_accuracy": 17.57988833452126,
        "soft_acc": 25.000350610754733,
        "adapt_pct": 25.000042878514297,
        "stability": 99.99948343473812,
        "consistency": 100,
        "throughput": 553.7826621846995,
        "availability": 14.720742872092245,
        "score": 20.380516263728293,
        "zero_downtime": 3.6802373305307476,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 25882344,
        "heap_mib": 24.683326721191406,
        "mobile_score": 2695.235240478643,
        "mobile_throughput": 73235.36496190987,
        "mobile_availability": 1946.7546573145412,
        "mobile_accuracy": 3306.1883770996033,
        "soft_acc_blocks": [
          25.001062,
          24.999851028985507,
          25.00013880327869
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.816219309980182,
        "mobile_acc_per_sec": 1430.3982821518198
      },
      "started": "2026-08-18T07:31:20.414350397+10:00",
      "ended": "2026-08-18T07:31:22.729164026+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|MeshTweenChain|bicameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 376,
        "total_correct": 59,
        "total_train": 26,
        "infer_ms": 472.149425,
        "train_ms": 1982.055284,
        "blocked_train": 1982055284,
        "duration": 2440627536,
        "avg_accuracy": 15.208333333333334,
        "soft_acc": 24.999562329166668,
        "adapt_pct": 24.9990565125,
        "stability": 99.99911787531704,
        "consistency": 100,
        "throughput": 154.0587387685689,
        "availability": 19.238388031305824,
        "score": 7.409474771397393,
        "zero_downtime": 4.80951280701324,
        "weight_bytes": 7949,
        "weight_mib": 0.007580757141113281,
        "heap_bytes": 24776984,
        "heap_mib": 23.629173278808594,
        "mobile_score": 977.4056381799966,
        "mobile_throughput": 20322.341937726873,
        "mobile_availability": 2537.792422734248,
        "mobile_accuracy": 3297.7658911647086,
        "soft_acc_blocks": [
          24.999877,
          25.0004504375,
          24.99835955
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.243087878185223,
        "mobile_acc_per_sec": 1351.1958881564913
      },
      "started": "2026-08-18T07:31:24.768436689+10:00",
      "ended": "2026-08-18T07:31:27.212199117+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|MeshTweenChain|bicameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 512,
        "total_correct": 129,
        "total_train": 37,
        "infer_ms": 356.257175,
        "train_ms": 1904.546211,
        "blocked_train": 1904546211,
        "duration": 2316403780,
        "avg_accuracy": 27.724358974358974,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 221.03227616041968,
        "availability": 15.757990155451758,
        "score": 8.70756107943247,
        "zero_downtime": 3.9394975388629394,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 42364048,
        "heap_mib": 40.40150451660156,
        "mobile_score": 1151.5373396931493,
        "mobile_throughput": 29230.563754217208,
        "mobile_availability": 2083.926130059652,
        "mobile_accuracy": 3306.142010341783,
        "soft_acc_blocks": [
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.128340885,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.792591609395492,
        "mobile_acc_per_sec": 1427.273620811387
      },
      "started": "2026-08-18T07:31:29.257008386+10:00",
      "ended": "2026-08-18T07:31:31.58267653+10:00"
    },
    {
      "cell": {
        "id": "int2|none|MeshTweenChain|bicameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1096,
        "total_correct": 250,
        "total_train": 59,
        "infer_ms": 311.099721,
        "train_ms": 1913.754119,
        "blocked_train": 1913754119,
        "duration": 2508767657,
        "avg_accuracy": 23.690134099616856,
        "soft_acc": 25.000545337547894,
        "adapt_pct": 24.999838381992337,
        "stability": 99.99909372952754,
        "consistency": 100,
        "throughput": 436.8678769203377,
        "availability": 13.982928469584323,
        "score": 15.272063814017159,
        "zero_downtime": 3.4958083715553205,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 25616200,
        "heap_mib": 24.42951202392578,
        "mobile_score": 4038.8195676789046,
        "mobile_throughput": 115533.20830003028,
        "mobile_availability": 3697.897403007024,
        "mobile_accuracy": 6611.594408036474,
        "soft_acc_blocks": [
          25.0014165,
          25.000923879310346,
          24.999295633333336
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.07213137,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.965269309731019,
        "mobile_acc_per_sec": 2635.395266512109
      },
      "started": "2026-08-18T07:31:33.572089042+10:00",
      "ended": "2026-08-18T07:31:36.084382215+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|MeshTweenChain|bicameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 424,
        "total_correct": 169,
        "total_train": 26,
        "infer_ms": 587.738757,
        "train_ms": 1982.184081,
        "blocked_train": 1982184081,
        "duration": 2489764397,
        "avg_accuracy": 33.61006683375104,
        "soft_acc": 25.001292258980786,
        "adapt_pct": 25.002271798663326,
        "stability": 99.99857325917715,
        "consistency": 100,
        "throughput": 170.2972379679345,
        "availability": 22.86989898332504,
        "score": 9.737204867266891,
        "zero_downtime": 5.71777028415477,
        "weight_bytes": 3985,
        "weight_mib": 0.0038003921508789062,
        "heap_bytes": 26989440,
        "heap_mib": 25.7391357421875,
        "mobile_score": 2562.1579249433494,
        "mobile_throughput": 44810.43829346672,
        "mobile_availability": 6017.773449520461,
        "mobile_accuracy": 6578.608539963121,
        "soft_acc_blocks": [
          25.000369,
          25.00020015789474,
          25.00330761904762
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.071528194,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.041629757862099,
        "mobile_acc_per_sec": 2642.2614717641177
      },
      "started": "2026-08-18T07:31:37.955532318+10:00",
      "ended": "2026-08-18T07:31:40.448704731+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|MeshTweenChain|bicameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1176,
        "total_correct": 181,
        "total_train": 66,
        "infer_ms": 287.670429,
        "train_ms": 1894.375544,
        "blocked_train": 1894375544,
        "duration": 2317679449,
        "avg_accuracy": 9.02115431645879,
        "soft_acc": 24.998824646674006,
        "adapt_pct": 24.999377942773293,
        "stability": 99.99908860271124,
        "consistency": 100,
        "throughput": 507.40407630891497,
        "availability": 13.183518246615787,
        "score": 16.722641008631097,
        "zero_downtime": 3.2957246087337517,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 41765448,
        "heap_mib": 39.83063507080078,
        "mobile_score": 4422.436322387481,
        "mobile_throughput": 134187.07105162594,
        "mobile_availability": 3486.48696821271,
        "mobile_accuracy": 6611.139357556329,
        "soft_acc_blocks": [
          24.99756375,
          24.99968655172414,
          24.99922363829787
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.786144157018846,
        "mobile_acc_per_sec": 2852.4821930870603
      },
      "started": "2026-08-18T07:31:42.411843157+10:00",
      "ended": "2026-08-18T07:31:44.732946508+10:00"
    },
    {
      "cell": {
        "id": "binary|none|MeshTweenChain|bicameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1104,
        "total_correct": 121,
        "total_train": 65,
        "infer_ms": 289.824853,
        "train_ms": 1883.141595,
        "blocked_train": 1883141595,
        "duration": 2426005616,
        "avg_accuracy": 7.438271604938272,
        "soft_acc": 24.991718116049384,
        "adapt_pct": 24.990265182716048,
        "stability": 99.99812859673956,
        "consistency": 100,
        "throughput": 455.06902074706494,
        "availability": 13.337750947178913,
        "score": 15.168966386236862,
        "zero_downtime": 3.333333119739661,
        "weight_bytes": 1983,
        "weight_mib": 0.0018911361694335938,
        "heap_bytes": 37461120,
        "heap_mib": 35.7257080078125,
        "mobile_score": 8021.086282105247,
        "mobile_throughput": 240632.6038824379,
        "mobile_availability": 7052.771324855812,
        "mobile_accuracy": 13215.186997102672,
        "soft_acc_blocks": [
          24.99430716666667,
          24.990898814814816,
          24.989948366666667
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.301591204580866,
        "mobile_acc_per_sec": 5447.302722609474
      },
      "started": "2026-08-18T07:31:46.549242196+10:00",
      "ended": "2026-08-18T07:31:49.083273044+10:00"
    },
    {
      "cell": {
        "id": "int|none|MeshTweenChain|bicameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 392,
        "total_correct": 84,
        "total_train": 27,
        "infer_ms": 574.910589,
        "train_ms": 1993.317813,
        "blocked_train": 1993317813,
        "duration": 2336245673,
        "avg_accuracy": 24.53125,
        "soft_acc": 24.998486529166666,
        "adapt_pct": 24.9980546625,
        "stability": 99.99915533327477,
        "consistency": 100,
        "throughput": 167.79057293945814,
        "availability": 22.38549299401448,
        "score": 9.38961826654492,
        "zero_downtime": 5.596034450596258,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 28897904,
        "heap_mib": 27.559188842773438,
        "mobile_score": 77.60852853024188,
        "mobile_throughput": 1386.8486553361495,
        "mobile_availability": 185.02404702430735,
        "mobile_accuracy": 206.62136627260267,
        "soft_acc_blocks": [
          24.9996,
          24.9975551875,
          24.998304400000002
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.072350745,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.70028157486786,
        "mobile_acc_per_sec": 88.44162609289192
      },
      "started": "2026-08-18T07:31:50.839920731+10:00",
      "ended": "2026-08-18T07:31:53.17929666+10:00"
    },
    {
      "cell": {
        "id": "uint|none|MeshTweenChain|bicameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 400,
        "total_correct": 101,
        "total_train": 25,
        "infer_ms": 613.323047,
        "train_ms": 1997.860932,
        "blocked_train": 1997860932,
        "duration": 2325146309,
        "avg_accuracy": 30.269607843137255,
        "soft_acc": 24.998460638286897,
        "adapt_pct": 24.999247629514965,
        "stability": 99.99899455349959,
        "consistency": 100,
        "throughput": 172.03218500776075,
        "availability": 23.488312272614476,
        "score": 10.101242189086589,
        "zero_downtime": 5.87171649806744,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 24900832,
        "heap_mib": 23.747283935546875,
        "mobile_score": 83.47719278761436,
        "mobile_throughput": 1421.6829578725271,
        "mobile_availability": 194.10863883207494,
        "mobile_accuracy": 206.5885837635346,
        "soft_acc_blocks": [
          24.9974825,
          24.99805594117647,
          24.999843473684212
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.069147103,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.75134951358749,
        "mobile_acc_per_sec": 88.84971365624914
      },
      "started": "2026-08-18T07:31:54.967515921+10:00",
      "ended": "2026-08-18T07:31:57.295847643+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|MeshTweenChain|bicameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 384,
        "total_correct": 116,
        "total_train": 24,
        "infer_ms": 563.24394,
        "train_ms": 1958.62113,
        "blocked_train": 1958621130,
        "duration": 2633660875,
        "avg_accuracy": 28.61111111111111,
        "soft_acc": 25.001042099999996,
        "adapt_pct": 25.0018822,
        "stability": 99.99896142789369,
        "consistency": 100,
        "throughput": 145.80464920336414,
        "availability": 22.33442013612568,
        "score": 8.141495088706455,
        "zero_downtime": 5.583837781023658,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 27126568,
        "heap_mib": 25.869911193847656,
        "mobile_score": 67.2817404411546,
        "mobile_throughput": 1204.9372327721915,
        "mobile_availability": 184.57281397700356,
        "mobile_accuracy": 206.60991709789727,
        "soft_acc_blocks": [
          24.999682,
          25.001242,
          25.0022023
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.072559077,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.492885867471452,
        "mobile_acc_per_sec": 78.44970438644546
      },
      "started": "2026-08-18T07:31:59.240966345+10:00",
      "ended": "2026-08-18T07:32:01.878372789+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|MeshTweenChain|bicameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 360,
        "total_correct": 164,
        "total_train": 24,
        "infer_ms": 488.068507,
        "train_ms": 1839.721069,
        "blocked_train": 1839721069,
        "duration": 2454015209,
        "avg_accuracy": 42.21491228070175,
        "soft_acc": 25.001733833333333,
        "adapt_pct": 25.002498000000003,
        "stability": 99.99892699873149,
        "consistency": 100,
        "throughput": 146.69835732057192,
        "availability": 20.967037228454366,
        "score": 7.690108095878005,
        "zero_downtime": 5.242122840594071,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 38941776,
        "heap_mib": 37.13777160644531,
        "mobile_score": 63.56147359962932,
        "mobile_throughput": 1212.5140049641823,
        "mobile_availability": 173.30000653348282,
        "mobile_accuracy": 206.64820639441712,
        "soft_acc_blocks": [
          25.0002165,
          25.002476,
          25.002509
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.211957188,
        "time_to_acc50_sec": 1.726497772,
        "acc_per_sec": 10.18809245421157,
        "mobile_acc_per_sec": 84.2082011702875
      },
      "started": "2026-08-18T07:32:03.6372725+10:00",
      "ended": "2026-08-18T07:32:06.099022491+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|MeshTweenChain|bicameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 432,
        "total_correct": 93,
        "total_train": 26,
        "infer_ms": 771.279103,
        "train_ms": 1972.742313,
        "blocked_train": 1972742313,
        "duration": 2294814621,
        "avg_accuracy": 16.666666666666668,
        "soft_acc": 24.99829119785575,
        "adapt_pct": 24.99981163645224,
        "stability": 99.99813233071248,
        "consistency": 100,
        "throughput": 188.2505000825511,
        "availability": 28.107619660064636,
        "score": 13.227279468900347,
        "zero_downtime": 7.02642461140871,
        "weight_bytes": 253728,
        "weight_mib": 0.241973876953125,
        "heap_bytes": 28820648,
        "heap_mib": 27.485511779785156,
        "mobile_score": 54.66408041832849,
        "mobile_throughput": 777.9786084884644,
        "mobile_availability": 116.15972771106041,
        "mobile_accuracy": 103.30987589498514,
        "soft_acc_blocks": [
          24.996112,
          24.99808827777778,
          25.000673315789474
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.547554083,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.893381525938844,
        "mobile_acc_per_sec": 45.018832871984365
      },
      "started": "2026-08-18T07:32:08.044171919+10:00",
      "ended": "2026-08-18T07:32:10.342297891+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|MeshTweenChain|bicameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 312,
        "total_correct": 101,
        "total_train": 22,
        "infer_ms": 480.049202,
        "train_ms": 1944.765259,
        "blocked_train": 1944765259,
        "duration": 2343029092,
        "avg_accuracy": 41.36904761904762,
        "soft_acc": 25.001412404761904,
        "adapt_pct": 25.000216214285714,
        "stability": 99.99849706083724,
        "consistency": 100,
        "throughput": 133.16095863482346,
        "availability": 19.797358095679883,
        "score": 6.590960299256561,
        "zero_downtime": 4.949619142748445,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 27699120,
        "heap_mib": 26.415939331054688,
        "mobile_score": 871.6260293546787,
        "mobile_throughput": 17609.96157919897,
        "mobile_availability": 2618.1150917562904,
        "mobile_accuracy": 3306.3287947705408,
        "soft_acc_blocks": [
          25.0029695,
          25.001886785714284,
          24.99938092857143
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.088739526,
        "time_to_acc50_sec": 0.088739526,
        "acc_per_sec": 10.670551420008533,
        "mobile_acc_per_sec": 1411.1343329280953
      },
      "started": "2026-08-18T07:32:12.129887303+10:00",
      "ended": "2026-08-18T07:32:14.482298623+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|MeshTweenChain|bicameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 184,
        "total_correct": 9,
        "total_train": 13,
        "infer_ms": 612.928361,
        "train_ms": 2061.628812,
        "blocked_train": 2061628812,
        "duration": 2313261731,
        "avg_accuracy": 8.333333333333334,
        "soft_acc": 24.999666886904762,
        "adapt_pct": 24.999601345238094,
        "stability": 99.99960039931914,
        "consistency": 100,
        "throughput": 79.54136686489801,
        "availability": 22.91700350202235,
        "score": 4.557063735982943,
        "zero_downtime": 5.729174535965886,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 26979848,
        "heap_mib": 25.72998809814453,
        "mobile_score": 401.75110677837995,
        "mobile_throughput": 7012.37332282893,
        "mobile_availability": 2020.364878437581,
        "mobile_accuracy": 2203.97265054675,
        "soft_acc_blocks": [
          25.000042,
          24.999113285714287,
          24.999845375
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.807106931258339,
        "mobile_acc_per_sec": 952.7554193333734
      },
      "started": "2026-08-18T07:32:16.270392252+10:00",
      "ended": "2026-08-18T07:32:18.588352936+10:00"
    },
    {
      "cell": {
        "id": "int6|none|MeshTweenChain|bicameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 184,
        "total_correct": 34,
        "total_train": 12,
        "infer_ms": 621.615639,
        "train_ms": 1988.761038,
        "blocked_train": 1988761038,
        "duration": 2359373443,
        "avg_accuracy": 24.166666666666668,
        "soft_acc": 25.00050148095238,
        "adapt_pct": 25.000071914285712,
        "stability": 99.99917410919333,
        "consistency": 100,
        "throughput": 77.98680643198203,
        "availability": 23.81325440412675,
        "score": 4.642892285339106,
        "zero_downtime": 5.953433019966666,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 26791664,
        "heap_mib": 25.550521850585938,
        "mobile_score": 409.3177586170959,
        "mobile_throughput": 6875.323149589876,
        "mobile_availability": 2099.378430306172,
        "mobile_accuracy": 2204.046228425351,
        "soft_acc_blocks": [
          25.001596,
          24.99960114285714,
          25.0003073
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.073861316,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.596246030964748,
        "mobile_acc_per_sec": 934.1659053442821
      },
      "started": "2026-08-18T07:32:20.495577927+10:00",
      "ended": "2026-08-18T07:32:22.860206676+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|MeshTweenChain|bicameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 184,
        "total_correct": 42,
        "total_train": 12,
        "infer_ms": 613.002057,
        "train_ms": 1943.846558,
        "blocked_train": 1943846558,
        "duration": 2303853145,
        "avg_accuracy": 33.449074074074076,
        "soft_acc": 24.998463467592597,
        "adapt_pct": 24.996475342592593,
        "stability": 99.99747233318273,
        "consistency": 100,
        "throughput": 79.86620171486668,
        "availability": 23.97490619521876,
        "score": 4.786667522832274,
        "zero_downtime": 5.9933581666013565,
        "weight_bytes": 11914,
        "weight_mib": 0.011362075805664062,
        "heap_bytes": 33337760,
        "heap_mib": 31.793365478515625,
        "mobile_score": 421.2845966443994,
        "mobile_throughput": 7029.191063401716,
        "mobile_availability": 2110.081520778723,
        "mobile_accuracy": 2200.166932096221,
        "soft_acc_blocks": [
          25.000966,
          24.99942277777778,
          24.995001625
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.089235671,
        "time_to_acc50_sec": 0.089235671,
        "acc_per_sec": 10.850719162306934,
        "mobile_acc_per_sec": 954.9944348107399
      },
      "started": "2026-08-18T07:32:24.817790822+10:00",
      "ended": "2026-08-18T07:32:27.127702241+10:00"
    },
    {
      "cell": {
        "id": "int5|none|MeshTweenChain|bicameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 200,
        "total_correct": 38,
        "total_train": 13,
        "infer_ms": 603.572329,
        "train_ms": 2093.023038,
        "blocked_train": 2093023038,
        "duration": 2622221968,
        "avg_accuracy": 18.65530303030303,
        "soft_acc": 24.99988896590909,
        "adapt_pct": 24.999557390151512,
        "stability": 99.99912339311916,
        "consistency": 100,
        "throughput": 76.27119383510558,
        "availability": 22.382754802085216,
        "score": 4.267879619894169,
        "zero_downtime": 5.595663848032989,
        "weight_bytes": 9912,
        "weight_mib": 0.00945281982421875,
        "heap_bytes": 25852464,
        "heap_mib": 24.654830932617188,
        "mobile_score": 451.49275023306575,
        "mobile_throughput": 8068.618174620628,
        "mobile_availability": 2367.838932541496,
        "mobile_accuracy": 2644.701732477511,
        "soft_acc_blocks": [
          24.999837,
          25.000987625,
          24.99884227272727
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.533856885874847,
        "mobile_acc_per_sec": 1008.572792369159
      },
      "started": "2026-08-18T07:32:29.076709469+10:00",
      "ended": "2026-08-18T07:32:31.70408716+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|MeshTweenChain|bicameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 208,
        "total_correct": 50,
        "total_train": 14,
        "infer_ms": 690.80378,
        "train_ms": 2105.070154,
        "blocked_train": 2105070154,
        "duration": 2341674449,
        "avg_accuracy": 18.75,
        "soft_acc": 24.9987855,
        "adapt_pct": 24.998555458333332,
        "stability": 99.9991634968557,
        "consistency": 100,
        "throughput": 88.82532757225297,
        "availability": 24.707973117074022,
        "score": 5.4864679688635904,
        "zero_downtime": 6.176693200934999,
        "weight_bytes": 9932,
        "weight_mib": 0.009471893310546875,
        "heap_bytes": 25450416,
        "heap_mib": 24.271408081054688,
        "mobile_score": 579.2366730687785,
        "mobile_throughput": 9377.77956951296,
        "mobile_availability": 2608.556949175293,
        "mobile_accuracy": 2639.259615832461,
        "soft_acc_blocks": [
          24.9996875,
          24.997671625,
          24.998997375
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.070058142,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.675602456471095,
        "mobile_acc_per_sec": 1127.082211175658
      },
      "started": "2026-08-18T07:32:33.662587344+10:00",
      "ended": "2026-08-18T07:32:36.009459495+10:00"
    },
    {
      "cell": {
        "id": "int3|none|MeshTweenChain|bicameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 280,
        "total_correct": 65,
        "total_train": 18,
        "infer_ms": 662.379442,
        "train_ms": 2031.861865,
        "blocked_train": 2031861865,
        "duration": 2387829702,
        "avg_accuracy": 17.01388888888889,
        "soft_acc": 24.999900249999996,
        "adapt_pct": 24.999880138888887,
        "stability": 99.99964429642621,
        "consistency": 100,
        "throughput": 117.26129370343179,
        "availability": 24.585008042117437,
        "score": 7.207145865193171,
        "zero_downtime": 6.146227486983836,
        "weight_bytes": 5947,
        "weight_mib": 0.005671501159667969,
        "heap_bytes": 24371600,
        "heap_mib": 23.242568969726562,
        "mobile_score": 1270.765122371077,
        "mobile_throughput": 20675.53023480237,
        "mobile_availability": 4334.83258664391,
        "mobile_accuracy": 4407.986447712123,
        "soft_acc_blocks": [
          24.9996795,
          25.00040208333333,
          24.999619166666665
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.469716592041955,
        "mobile_acc_per_sec": 1846.022119592565
      },
      "started": "2026-08-18T07:32:37.804729045+10:00",
      "ended": "2026-08-18T07:32:40.196814211+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|MeshTweenChain|bicameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 264,
        "total_correct": 72,
        "total_train": 18,
        "infer_ms": 596.123326,
        "train_ms": 2036.175762,
        "blocked_train": 2036175762,
        "duration": 2384411267,
        "avg_accuracy": 30.208333333333332,
        "soft_acc": 25.002534861111112,
        "adapt_pct": 25.001605833333333,
        "stability": 99.99843052170095,
        "consistency": 100,
        "throughput": 110.71915472541676,
        "availability": 22.646489098354312,
        "score": 6.26913591727846,
        "zero_downtime": 5.662196331633765,
        "weight_bytes": 5967,
        "weight_mib": 0.005690574645996094,
        "heap_bytes": 25823448,
        "heap_mib": 24.627159118652344,
        "mobile_score": 1101.6700961280674,
        "mobile_throughput": 19456.58595363811,
        "mobile_availability": 3979.648894385113,
        "mobile_accuracy": 4393.674877580768,
        "soft_acc_blocks": [
          25.003164,
          25.004063666666667,
          25.000376916666667
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.071049339,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.485831537177983,
        "mobile_acc_per_sec": 1842.6665476668243
      },
      "started": "2026-08-18T07:32:42.133998793+10:00",
      "ended": "2026-08-18T07:32:44.522871565+10:00"
    },
    {
      "cell": {
        "id": "float64|none|MeshTweenChain|tricameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 768,
        "total_correct": 213,
        "total_train": 46,
        "infer_ms": 537.090063,
        "train_ms": 1928.456674,
        "blocked_train": 1928456674,
        "duration": 2561669171,
        "avg_accuracy": 29.107142857142858,
        "soft_acc": 25.00054795357143,
        "adapt_pct": 25.000020215476194,
        "stability": 99.99913257704567,
        "consistency": 100,
        "throughput": 299.80452147932726,
        "availability": 21.783811879936795,
        "score": 16.32757110384263,
        "zero_downtime": 5.446072335159389,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 27396616,
        "heap_mib": 26.12744903564453,
        "mobile_score": 101.70551277078515,
        "mobile_throughput": 1867.5020549063008,
        "mobile_availability": 135.69279492097118,
        "mobile_accuracy": 155.7300551929719,
        "soft_acc_blocks": [
          25.0009305,
          25.001366075,
          24.999347285714286
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.071366631,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.759475671798773,
        "mobile_acc_per_sec": 60.792414944112195
      },
      "started": "2026-08-18T07:32:46.408232824+10:00",
      "ended": "2026-08-18T07:32:48.973201627+10:00"
    },
    {
      "cell": {
        "id": "float32|none|MeshTweenChain|tricameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1560,
        "total_correct": 260,
        "total_train": 81,
        "infer_ms": 436.094046,
        "train_ms": 1836.857303,
        "blocked_train": 1836857303,
        "duration": 2687778700,
        "avg_accuracy": 13.404445165476963,
        "soft_acc": 24.999140409312133,
        "adapt_pct": 24.99986990568895,
        "stability": 99.99907854811914,
        "consistency": 100,
        "throughput": 580.4049269383673,
        "availability": 19.186246383666,
        "score": 27.83852260402839,
        "zero_downtime": 4.796396672729235,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 39777160,
        "heap_mib": 37.93445587158203,
        "mobile_score": 346.8159713672854,
        "mobile_throughput": 7230.7608196621695,
        "mobile_availability": 239.0247776827174,
        "mobile_accuracy": 311.4425750146716,
        "soft_acc_blocks": [
          24.99788675,
          24.99945923880597,
          25.000075239130435
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.301041194095381,
        "mobile_acc_per_sec": 115.87359294672272
      },
      "started": "2026-08-18T07:32:50.924633948+10:00",
      "ended": "2026-08-18T07:32:53.615599155+10:00"
    },
    {
      "cell": {
        "id": "float16|none|MeshTweenChain|tricameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 392,
        "total_correct": 131,
        "total_train": 28,
        "infer_ms": 520.828675,
        "train_ms": 2027.916391,
        "blocked_train": 2027916391,
        "duration": 2356029787,
        "avg_accuracy": 39.21875,
        "soft_acc": 25.002678075000002,
        "adapt_pct": 25.002087024999998,
        "stability": 99.99910874066695,
        "consistency": 100,
        "throughput": 166.38159761941924,
        "availability": 20.43471047566905,
        "score": 8.500809974307913,
        "zero_downtime": 5.109224875789834,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 25867680,
        "heap_mib": 24.669342041015625,
        "mobile_score": 211.80841459034062,
        "mobile_throughput": 4145.607596839182,
        "mobile_availability": 509.1566146691177,
        "mobile_accuracy": 622.9732954370118,
        "soft_acc_blocks": [
          25.003197,
          25.003413375,
          25.001423850000002
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.072268765,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.612207966537056,
        "mobile_acc_per_sec": 264.4165616557257
      },
      "started": "2026-08-18T07:32:55.419829886+10:00",
      "ended": "2026-08-18T07:32:57.779180815+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|MeshTweenChain|tricameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 496,
        "total_correct": 221,
        "total_train": 36,
        "infer_ms": 477.591022,
        "train_ms": 1962.929848,
        "blocked_train": 1962929848,
        "duration": 2372899556,
        "avg_accuracy": 53.28703703703704,
        "soft_acc": 25.0049641345679,
        "adapt_pct": 25.004973367901233,
        "stability": 99.99959083131353,
        "consistency": 100,
        "throughput": 209.02696818575322,
        "availability": 19.56922507284275,
        "score": 10.228270043955835,
        "zero_downtime": 4.893277710877199,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 24812528,
        "heap_mib": 23.663070678710938,
        "mobile_score": 254.85026351133527,
        "mobile_throughput": 5208.17085334912,
        "mobile_availability": 487.59195299831674,
        "mobile_accuracy": 623.0302554977823,
        "soft_acc_blocks": [
          25.0052395,
          25.004385703703704,
          25.0052672
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.072353088,
        "time_to_acc50_sec": 0.072353088,
        "acc_per_sec": 10.537725489198033,
        "mobile_acc_per_sec": 262.56073668285615
      },
      "started": "2026-08-18T07:32:59.614774423+10:00",
      "ended": "2026-08-18T07:33:01.991341474+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|MeshTweenChain|tricameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 456,
        "total_correct": 100,
        "total_train": 30,
        "infer_ms": 521.780546,
        "train_ms": 2135.890994,
        "blocked_train": 2135890994,
        "duration": 2472803232,
        "avg_accuracy": 19.6969696969697,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 184.4060999674397,
        "availability": 19.63299595705495,
        "score": 9.051110537792535,
        "zero_downtime": 4.908248989263737,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 25844120,
        "heap_mib": 24.646873474121094,
        "mobile_score": 451.03969600210746,
        "mobile_throughput": 9189.421665215192,
        "mobile_availability": 978.3617702055342,
        "mobile_accuracy": 1245.813135633495,
        "soft_acc_blocks": [
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.599991503,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.109983550846476,
        "mobile_acc_per_sec": 503.8060123473241
      },
      "started": "2026-08-18T07:33:04.100826772+10:00",
      "ended": "2026-08-18T07:33:06.579642704+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|MeshTweenChain|tricameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 376,
        "total_correct": 97,
        "total_train": 27,
        "infer_ms": 483.678565,
        "train_ms": 1958.187203,
        "blocked_train": 1958187203,
        "duration": 2523174781,
        "avg_accuracy": 22.053872053872055,
        "soft_acc": 24.99982334848485,
        "adapt_pct": 25.000055015151514,
        "stability": 99.99929849906553,
        "consistency": 100,
        "throughput": 149.01861053437662,
        "availability": 19.80774583674822,
        "score": 7.379254763395928,
        "zero_downtime": 4.951901468503917,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 28799072,
        "heap_mib": 27.464935302734375,
        "mobile_score": 367.7269006169874,
        "mobile_throughput": 7425.973698303132,
        "mobile_availability": 987.0699980284243,
        "mobile_accuracy": 1245.8043326423747,
        "soft_acc_blocks": [
          24.9999295,
          24.998916045454543,
          25.0006245
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.642357751,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.90808228456404,
        "mobile_acc_per_sec": 493.74476236189633
      },
      "started": "2026-08-18T07:33:08.535757098+10:00",
      "ended": "2026-08-18T07:33:11.063496666+10:00"
    },
    {
      "cell": {
        "id": "int64|none|MeshTweenChain|tricameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 384,
        "total_correct": 124,
        "total_train": 25,
        "infer_ms": 588.341879,
        "train_ms": 1967.427036,
        "blocked_train": 1967427036,
        "duration": 2455626947,
        "avg_accuracy": 39.656432748538016,
        "soft_acc": 25.000925640350875,
        "adapt_pct": 24.99968547368421,
        "stability": 99.99841334369155,
        "consistency": 100,
        "throughput": 156.37554412290785,
        "availability": 23.020151608659813,
        "score": 8.999805044960672,
        "zero_downtime": 5.755250985977076,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 27199176,
        "heap_mib": 25.93915557861328,
        "mobile_score": 56.060376715763006,
        "mobile_throughput": 974.0735348007688,
        "mobile_availability": 143.39403629171463,
        "mobile_accuracy": 155.73240782872682,
        "soft_acc_blocks": [
          25.0024615,
          25.001574421052634,
          24.998741
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.072911941,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.1810764338183,
        "mobile_acc_per_sec": 63.41859378069728
      },
      "started": "2026-08-18T07:33:13.005223263+10:00",
      "ended": "2026-08-18T07:33:15.465454579+10:00"
    },
    {
      "cell": {
        "id": "int32|none|MeshTweenChain|tricameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 312,
        "total_correct": 80,
        "total_train": 25,
        "infer_ms": 461.687501,
        "train_ms": 2001.478079,
        "blocked_train": 2001478079,
        "duration": 2431908642,
        "avg_accuracy": 28.946314102564102,
        "soft_acc": 25.00055586378205,
        "adapt_pct": 25.00067500961539,
        "stability": 99.99985354039698,
        "consistency": 100,
        "throughput": 128.29429305510894,
        "availability": 18.74366484936023,
        "score": 6.011896746630862,
        "zero_downtime": 4.686020401584384,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 27816504,
        "heap_mib": 26.52788543701172,
        "mobile_score": 74.89699937025001,
        "mobile_throughput": 1598.3071551486778,
        "mobile_availability": 233.51103879244786,
        "mobile_accuracy": 311.46020893238676,
        "soft_acc_blocks": [
          25.000386,
          25.000538153846154,
          25.0007434375
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.071130068,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.280220001694477,
        "mobile_acc_per_sec": 128.0723311531317
      },
      "started": "2026-08-18T07:33:17.495285857+10:00",
      "ended": "2026-08-18T07:33:19.931668816+10:00"
    },
    {
      "cell": {
        "id": "int16|none|MeshTweenChain|tricameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 376,
        "total_correct": 114,
        "total_train": 24,
        "infer_ms": 568.570071,
        "train_ms": 2081.70746,
        "blocked_train": 2081707460,
        "duration": 2399578316,
        "avg_accuracy": 34.48733660130719,
        "soft_acc": 25.000794752450982,
        "adapt_pct": 25.000133046568624,
        "stability": 99.99917701156703,
        "consistency": 100,
        "throughput": 156.69419809842955,
        "availability": 21.45322760916543,
        "score": 8.404257905792779,
        "zero_downtime": 5.363477402343596,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 36154448,
        "heap_mib": 34.47956848144531,
        "mobile_score": 209.40269788576583,
        "mobile_throughput": 3904.2338053716107,
        "mobile_availability": 534.534255144669,
        "mobile_accuracy": 622.9263700776077,
        "soft_acc_blocks": [
          25.001686000000003,
          25.000997375,
          24.99970088235294
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.098718211,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.418828419039182,
        "mobile_acc_per_sec": 259.5982660470114
      },
      "started": "2026-08-18T07:33:22.158083546+10:00",
      "ended": "2026-08-18T07:33:24.561791127+10:00"
    },
    {
      "cell": {
        "id": "int8|none|MeshTweenChain|tricameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1280,
        "total_correct": 270,
        "total_train": 71,
        "infer_ms": 392.075402,
        "train_ms": 1919.693076,
        "blocked_train": 1919693076,
        "duration": 2529271434,
        "avg_accuracy": 24.27181295715779,
        "soft_acc": 24.9997724528039,
        "adapt_pct": 24.99993402176942,
        "stability": 99.99978638314067,
        "consistency": 100,
        "throughput": 506.07458843422813,
        "availability": 16.959976992990214,
        "score": 21.45733813739096,
        "zero_downtime": 4.239955656295447,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 26713680,
        "heap_mib": 25.476150512695312,
        "mobile_score": 1069.2733482916483,
        "mobile_throughput": 25218.974795267048,
        "mobile_availability": 845.1584847163629,
        "mobile_accuracy": 1245.8017963820598,
        "soft_acc_blocks": [
          24.999587,
          24.99965865151515,
          25.000071706896552
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.661871264,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.88417933984538,
        "mobile_acc_per_sec": 492.5536182614632
      },
      "started": "2026-08-18T07:33:26.796537407+10:00",
      "ended": "2026-08-18T07:33:29.330235345+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|MeshTweenChain|tricameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 344,
        "total_correct": 126,
        "total_train": 25,
        "infer_ms": 516.429255,
        "train_ms": 2002.99964,
        "blocked_train": 2002999640,
        "duration": 2479158578,
        "avg_accuracy": 33.44056372549019,
        "soft_acc": 24.999677616421568,
        "adapt_pct": 25.00057125367647,
        "stability": 99.99890134754715,
        "consistency": 100,
        "throughput": 138.7567552364938,
        "availability": 20.497869815849675,
        "score": 7.110453069353818,
        "zero_downtime": 5.124401372196204,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 24602184,
        "heap_mib": 23.46247100830078,
        "mobile_score": 44.28516534598925,
        "mobile_throughput": 864.2017306893664,
        "mobile_availability": 127.66437598018763,
        "mobile_accuracy": 155.70243499831827,
        "soft_acc_blocks": [
          24.9982695,
          24.9998129375,
          25.000950411764705
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.071431526,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.083936476782151,
        "mobile_acc_per_sec": 62.804548438336425
      },
      "started": "2026-08-18T07:33:31.108380473+10:00",
      "ended": "2026-08-18T07:33:33.592348211+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|MeshTweenChain|tricameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 320,
        "total_correct": 84,
        "total_train": 23,
        "infer_ms": 467.606445,
        "train_ms": 1994.206778,
        "blocked_train": 1994206778,
        "duration": 2658416268,
        "avg_accuracy": 25.896990740740744,
        "soft_acc": 25.000235266203703,
        "adapt_pct": 24.999239136574072,
        "stability": 99.99853620721255,
        "consistency": 100,
        "throughput": 120.37242017057956,
        "availability": 18.994391639109335,
        "score": 5.716056019454314,
        "zero_downtime": 4.74864259716146,
        "weight_bytes": 84192,
        "weight_mib": 0.080291748046875,
        "heap_bytes": 25018944,
        "heap_mib": 23.85992431640625,
        "mobile_score": 71.19107702222689,
        "mobile_throughput": 1499.1879377231285,
        "mobile_availability": 236.56717036500748,
        "mobile_accuracy": 311.3674303317989,
        "soft_acc_blocks": [
          25.0011575,
          25.0013791875,
          24.99816911111111
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.071718192,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.40418382445879,
        "mobile_acc_per_sec": 117.12515984791548
      },
      "started": "2026-08-18T07:33:35.528042361+10:00",
      "ended": "2026-08-18T07:33:38.191080967+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|MeshTweenChain|tricameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 376,
        "total_correct": 112,
        "total_train": 25,
        "infer_ms": 554.509206,
        "train_ms": 1980.341384,
        "blocked_train": 1980341384,
        "duration": 2589749373,
        "avg_accuracy": 24.963450292397663,
        "soft_acc": 25.00098849415205,
        "adapt_pct": 25.001409599415208,
        "stability": 99.99931089618114,
        "consistency": 100,
        "throughput": 145.18779458741082,
        "availability": 21.875419726414723,
        "score": 7.940423814466942,
        "zero_downtime": 5.469071168848412,
        "weight_bytes": 42108,
        "weight_mib": 0.040157318115234375,
        "heap_bytes": 24697008,
        "heap_mib": 23.552902221679688,
        "mobile_score": 197.73292109999258,
        "mobile_throughput": 3615.475370411534,
        "mobile_availability": 544.7430444344316,
        "mobile_accuracy": 622.5761496923145,
        "soft_acc_blocks": [
          25.00068,
          25.00034216666667,
          25.001943315789475
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.071426421,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.653825483965877,
        "mobile_acc_per_sec": 240.4001546184811
      },
      "started": "2026-08-18T07:33:39.988082945+10:00",
      "ended": "2026-08-18T07:33:42.582472052+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|MeshTweenChain|tricameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 832,
        "total_correct": 248,
        "total_train": 47,
        "infer_ms": 526.343038,
        "train_ms": 1838.210206,
        "blocked_train": 1838210206,
        "duration": 2499883078,
        "avg_accuracy": 21.845214779997388,
        "soft_acc": 25.000191207207205,
        "adapt_pct": 25.00091187387387,
        "stability": 99.99911727960651,
        "consistency": 100,
        "throughput": 332.8155653846144,
        "availability": 22.259724509717998,
        "score": 18.521098648637356,
        "zero_downtime": 5.564973689627066,
        "weight_bytes": 21066,
        "weight_mib": 0.020090103149414062,
        "heap_bytes": 40422216,
        "heap_mib": 38.54962921142578,
        "mobile_score": 921.9016204592027,
        "mobile_throughput": 16566.14517652793,
        "mobile_availability": 1107.9945356262251,
        "mobile_accuracy": 1244.4033274132964,
        "soft_acc_blocks": [
          24.999118999999997,
          25.000173621621624,
          25.001281
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.681322381,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.000544196334292,
        "mobile_acc_per_sec": 497.78461175426884
      },
      "started": "2026-08-18T07:33:44.333102106+10:00",
      "ended": "2026-08-18T07:33:46.837420282+10:00"
    },
    {
      "cell": {
        "id": "int4|none|MeshTweenChain|tricameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 768,
        "total_correct": 308,
        "total_train": 50,
        "infer_ms": 231.733667,
        "train_ms": 1953.110894,
        "blocked_train": 1953110894,
        "duration": 2473982431,
        "avg_accuracy": 32.9229797979798,
        "soft_acc": 25.001758313131315,
        "adapt_pct": 25.001813904040407,
        "stability": 99.99965337911813,
        "consistency": 100,
        "throughput": 310.4306604512019,
        "availability": 10.606414348027387,
        "score": 8.231969462175266,
        "zero_downtime": 2.65179008098309,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 24252632,
        "heap_mib": 23.129112243652344,
        "mobile_score": 820.4396550489395,
        "mobile_throughput": 30939.08755947909,
        "mobile_availability": 1057.0888253395271,
        "mobile_accuracy": 2491.801513634634,
        "soft_acc_blocks": [
          25.00191525,
          25.001277666666667,
          25.002082022727276
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.070461839,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.105875449982658,
        "mobile_acc_per_sec": 1007.2025906131562
      },
      "started": "2026-08-18T07:33:48.752999766+10:00",
      "ended": "2026-08-18T07:33:51.231490368+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|MeshTweenChain|tricameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 280,
        "total_correct": 104,
        "total_train": 21,
        "infer_ms": 462.978901,
        "train_ms": 1997.835052,
        "blocked_train": 1997835052,
        "duration": 2510075926,
        "avg_accuracy": 34.375,
        "soft_acc": 25.0020595,
        "adapt_pct": 25.004865916666663,
        "stability": 99.99634286115362,
        "consistency": 100,
        "throughput": 111.55041052730292,
        "availability": 18.814055424042863,
        "score": 5.2472212460676335,
        "zero_downtime": 4.703901331482174,
        "weight_bytes": 10545,
        "weight_mib": 0.010056495666503906,
        "heap_bytes": 23663952,
        "heap_mib": 22.567703247070312,
        "mobile_score": 521.7743257768245,
        "mobile_throughput": 11092.37394680675,
        "mobile_availability": 1870.8361290015334,
        "mobile_accuracy": 2486.1602221215744,
        "soft_acc_blocks": [
          24.9969665,
          25.00382625,
          25.00538575
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.896103255,
        "time_to_acc50_sec": 1.7051295880000001,
        "acc_per_sec": 9.960678575903765,
        "mobile_acc_per_sec": 990.4721193368295
      },
      "started": "2026-08-18T07:33:53.046141538+10:00",
      "ended": "2026-08-18T07:33:55.560800635+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|MeshTweenChain|tricameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 416,
        "total_correct": 98,
        "total_train": 30,
        "infer_ms": 366.351936,
        "train_ms": 1996.010002,
        "blocked_train": 1996010002,
        "duration": 2463978534,
        "avg_accuracy": 28.781512605042014,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 168.83263967591043,
        "availability": 15.507866517277082,
        "score": 6.545585099633894,
        "zero_downtime": 3.8769666293192704,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 25028576,
        "heap_mib": 23.869110107421875,
        "mobile_score": 652.3660718024627,
        "mobile_throughput": 16826.713618554077,
        "mobile_availability": 1545.5923050299718,
        "mobile_accuracy": 2491.62627126699,
        "soft_acc_blocks": [
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.081398232,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.146192288215772,
        "mobile_acc_per_sec": 1011.2207703457981
      },
      "started": "2026-08-18T07:33:57.242863429+10:00",
      "ended": "2026-08-18T07:33:59.718989031+10:00"
    },
    {
      "cell": {
        "id": "int2|none|MeshTweenChain|tricameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 872,
        "total_correct": 225,
        "total_train": 49,
        "infer_ms": 263.756652,
        "train_ms": 1943.115793,
        "blocked_train": 1943115793,
        "duration": 2494861931,
        "avg_accuracy": 23.135064412238325,
        "soft_acc": 24.998582916022546,
        "adapt_pct": 24.99861301167472,
        "stability": 99.99950220569333,
        "consistency": 100,
        "throughput": 349.51833973853684,
        "availability": 11.95160384541391,
        "score": 10.442669873993811,
        "zero_downtime": 2.987731597090335,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 25547704,
        "heap_mib": 24.36418914794922,
        "mobile_score": 2081.340620755167,
        "mobile_throughput": 69662.90488684205,
        "mobile_availability": 2382.087997302554,
        "mobile_accuracy": 4982.4964987172125,
        "soft_acc_blocks": [
          24.9988888,
          24.997880861111113,
          24.998979086956524
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.020026601633429,
        "mobile_acc_per_sec": 1997.1031008999
      },
      "started": "2026-08-18T07:34:01.360816353+10:00",
      "ended": "2026-08-18T07:34:03.860282653+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|MeshTweenChain|tricameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 336,
        "total_correct": 83,
        "total_train": 20,
        "infer_ms": 574.330324,
        "train_ms": 1950.103341,
        "blocked_train": 1950103341,
        "duration": 2421305147,
        "avg_accuracy": 23.243464052287578,
        "soft_acc": 25.00067297843137,
        "adapt_pct": 25.000439890196077,
        "stability": 99.99959301590224,
        "consistency": 100,
        "throughput": 138.76813520026766,
        "availability": 22.75085822070908,
        "score": 7.892947889361884,
        "zero_downtime": 5.687867663546047,
        "weight_bytes": 5285,
        "weight_mib": 0.005040168762207031,
        "heap_bytes": 25445264,
        "heap_mib": 24.266494750976562,
        "mobile_score": 1566.0086520407808,
        "mobile_throughput": 27532.438247068283,
        "mobile_availability": 4513.908024529469,
        "mobile_accuracy": 4960.284894802583,
        "soft_acc_blocks": [
          25.0008175,
          25.0010832,
          25.000118235294117
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.625768226,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.325287999906676,
        "mobile_acc_per_sec": 2048.5996574815786
      },
      "started": "2026-08-18T07:34:05.935260994+10:00",
      "ended": "2026-08-18T07:34:08.361107749+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|MeshTweenChain|tricameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 920,
        "total_correct": 233,
        "total_train": 50,
        "infer_ms": 271.520698,
        "train_ms": 1940.773662,
        "blocked_train": 1940773662,
        "duration": 2732467672,
        "avg_accuracy": 24.365055079559365,
        "soft_acc": 24.99982699510404,
        "adapt_pct": 24.999769819665445,
        "stability": 99.99899945365188,
        "consistency": 100,
        "throughput": 336.6919980160702,
        "availability": 12.273262677395245,
        "score": 10.330701841596047,
        "zero_downtime": 3.0682944360034856,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 23473200,
        "heap_mib": 22.385787963867188,
        "mobile_score": 2059.024142606618,
        "mobile_throughput": 67106.47187068977,
        "mobile_availability": 2446.1981914488492,
        "mobile_accuracy": 4982.74445755906,
        "soft_acc_blocks": [
          24.999207,
          25.001238511627903,
          24.999035473684213
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.921781867,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.149175761997466,
        "mobile_acc_per_sec": 1823.5328119772391
      },
      "started": "2026-08-18T07:34:10.300968967+10:00",
      "ended": "2026-08-18T07:34:13.037877831+10:00"
    },
    {
      "cell": {
        "id": "binary|none|MeshTweenChain|tricameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1040,
        "total_correct": 68,
        "total_train": 51,
        "infer_ms": 351.562319,
        "train_ms": 1895.803719,
        "blocked_train": 1895803719,
        "duration": 2552735551,
        "avg_accuracy": 4.362068965517241,
        "soft_acc": 24.976426828965515,
        "adapt_pct": 24.9782660645977,
        "stability": 99.99742097760188,
        "consistency": 100,
        "throughput": 407.40608622487116,
        "availability": 15.643304786827965,
        "score": 15.917920346551057,
        "zero_downtime": 3.907138573714146,
        "weight_bytes": 2631,
        "weight_mib": 0.0025091171264648438,
        "heap_bytes": 31661192,
        "heap_mib": 30.19446563720703,
        "mobile_score": 6344.032400344022,
        "mobile_throughput": 162370.29428708876,
        "mobile_availability": 6234.585313627108,
        "mobile_accuracy": 9954.268999851518,
        "soft_acc_blocks": [
          24.974556,
          24.97465078,
          24.98007370689655
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.784181059875683,
        "mobile_acc_per_sec": 3899.4517062106443
      },
      "started": "2026-08-18T07:34:14.780822627+10:00",
      "ended": "2026-08-18T07:34:17.338251089+10:00"
    },
    {
      "cell": {
        "id": "int|none|MeshTweenChain|tricameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 280,
        "total_correct": 77,
        "total_train": 20,
        "infer_ms": 617.473339,
        "train_ms": 2021.375745,
        "blocked_train": 2021375745,
        "duration": 2641643459,
        "avg_accuracy": 30.384615384615387,
        "soft_acc": 25.002255442735045,
        "adapt_pct": 25.001326731623934,
        "stability": 99.99870314980579,
        "consistency": 100,
        "throughput": 105.99462203956723,
        "availability": 23.399342643120246,
        "score": 6.201070594497102,
        "zero_downtime": 5.850363419553754,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 24386760,
        "heap_mib": 23.25702667236328,
        "mobile_score": 38.62687600807548,
        "mobile_throughput": 660.2474622170021,
        "mobile_availability": 145.75604214994092,
        "mobile_accuracy": 155.74069125511681,
        "soft_acc_blocks": [
          25.004089,
          25.001374461538465,
          25.001302866666666
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.068536008,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.46465934210505,
        "mobile_acc_per_sec": 58.95598466345371
      },
      "started": "2026-08-18T07:34:19.309470546+10:00",
      "ended": "2026-08-18T07:34:21.955815666+10:00"
    },
    {
      "cell": {
        "id": "uint|none|MeshTweenChain|tricameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 296,
        "total_correct": 106,
        "total_train": 19,
        "infer_ms": 596.164105,
        "train_ms": 1992.220505,
        "blocked_train": 1992220505,
        "duration": 2610222937,
        "avg_accuracy": 33.61111111111111,
        "soft_acc": 25.00062488888889,
        "adapt_pct": 25.000280755555554,
        "stability": 99.9995282073452,
        "consistency": 100,
        "throughput": 113.40027543402128,
        "availability": 23.032284410005047,
        "score": 6.529831702614716,
        "zero_downtime": 5.758215028687398,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 24787144,
        "heap_mib": 23.63886260986328,
        "mobile_score": 40.66895228914783,
        "mobile_throughput": 706.2770682674287,
        "mobile_availability": 143.44916047461066,
        "mobile_accuracy": 155.7083347795887,
        "soft_acc_blocks": [
          25.001291,
          25.00032506666667,
          25.0002586
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.071857775,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.57796536629273,
        "mobile_acc_per_sec": 59.65327044384513
      },
      "started": "2026-08-18T07:34:23.871455764+10:00",
      "ended": "2026-08-18T07:34:26.486600413+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|MeshTweenChain|tricameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 280,
        "total_correct": 85,
        "total_train": 20,
        "infer_ms": 520.702124,
        "train_ms": 2038.126261,
        "blocked_train": 2038126261,
        "duration": 2536705312,
        "avg_accuracy": 28.365384615384613,
        "soft_acc": 25.000804923076924,
        "adapt_pct": 25.001690974358976,
        "stability": 99.99875316022043,
        "consistency": 100,
        "throughput": 110.37939593355493,
        "availability": 20.349239794758645,
        "score": 5.615522787365414,
        "zero_downtime": 5.087473744416748,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 24369840,
        "heap_mib": 23.240890502929688,
        "mobile_score": 34.97447387909525,
        "mobile_throughput": 687.4624938846715,
        "mobile_availability": 126.73868179513448,
        "mobile_accuracy": 155.70945606450647,
        "soft_acc_blocks": [
          24.99991,
          24.999936615384613,
          25.002568153846155
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.069317425,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.855620518792419,
        "mobile_acc_per_sec": 61.38255607693799
      },
      "started": "2026-08-18T07:34:28.307576227+10:00",
      "ended": "2026-08-18T07:34:30.849182996+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|MeshTweenChain|tricameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 344,
        "total_correct": 118,
        "total_train": 21,
        "infer_ms": 610.496674,
        "train_ms": 1952.145436,
        "blocked_train": 1952145436,
        "duration": 2475632083,
        "avg_accuracy": 33.072916666666664,
        "soft_acc": 25.001156398284312,
        "adapt_pct": 25.001819502450974,
        "stability": 99.99908454693735,
        "consistency": 100,
        "throughput": 138.95441182969998,
        "availability": 23.82293928667238,
        "score": 8.276139094400612,
        "zero_downtime": 5.956010309729279,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 26493944,
        "heap_mib": 25.26659393310547,
        "mobile_score": 51.5526139806709,
        "mobile_throughput": 865.5561575583326,
        "mobile_availability": 148.39465346367845,
        "mobile_accuracy": 155.73384523504996,
        "soft_acc_blocks": [
          24.999863,
          25.00175388235294,
          25.0018523125
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.070923986,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.098898204610283,
        "mobile_acc_per_sec": 62.906700193645044
      },
      "started": "2026-08-18T07:34:32.964516407+10:00",
      "ended": "2026-08-18T07:34:35.443938541+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|MeshTweenChain|tricameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 296,
        "total_correct": 122,
        "total_train": 22,
        "infer_ms": 529.588255,
        "train_ms": 2013.410248,
        "blocked_train": 2013410248,
        "duration": 2609078893,
        "avg_accuracy": 44.464285714285715,
        "soft_acc": 25.00198230793651,
        "adapt_pct": 25.002058330158732,
        "stability": 99.99905315642206,
        "consistency": 100,
        "throughput": 113.44999984253063,
        "availability": 20.825346706859623,
        "score": 5.907057298660929,
        "zero_downtime": 5.206749499215482,
        "weight_bytes": 336672,
        "weight_mib": 0.321075439453125,
        "heap_bytes": 26333872,
        "heap_mib": 25.113937377929688,
        "mobile_score": 18.397723939028733,
        "mobile_throughput": 353.34375010360645,
        "mobile_availability": 64.86122620381866,
        "mobile_accuracy": 77.86949494025887,
        "soft_acc_blocks": [
          25.001202,
          25.003314857142858,
          25.001430066666668
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.070656694,
        "time_to_acc50_sec": 0.070656694,
        "acc_per_sec": 9.582685435467402,
        "mobile_acc_per_sec": 29.84558847537267
      },
      "started": "2026-08-18T07:34:37.257986465+10:00",
      "ended": "2026-08-18T07:34:39.871352181+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|MeshTweenChain|tricameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 248,
        "total_correct": 46,
        "total_train": 18,
        "infer_ms": 498.058834,
        "train_ms": 1967.580509,
        "blocked_train": 1967580509,
        "duration": 2610668301,
        "avg_accuracy": 16.50641025641026,
        "soft_acc": 24.997747323076922,
        "adapt_pct": 24.998831579487177,
        "stability": 99.99863985399594,
        "consistency": 100,
        "throughput": 94.99483327889843,
        "availability": 20.19998729392436,
        "score": 4.796803798136575,
        "zero_downtime": 5.049541783028855,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 26087456,
        "heap_mib": 24.878936767578125,
        "mobile_score": 478.07369446201477,
        "mobile_throughput": 9467.664889293243,
        "mobile_availability": 2013.232760832053,
        "mobile_accuracy": 2491.401758106901,
        "soft_acc_blocks": [
          24.996329,
          24.997331199999998,
          24.999581769230772
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.575229190740812,
        "mobile_acc_per_sec": 954.3157042020946
      },
      "started": "2026-08-18T07:34:41.522435408+10:00",
      "ended": "2026-08-18T07:34:44.145792716+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|MeshTweenChain|tricameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 136,
        "total_correct": 28,
        "total_train": 9,
        "infer_ms": 589.849006,
        "train_ms": 2055.142127,
        "blocked_train": 2055142127,
        "duration": 2469248489,
        "avg_accuracy": 19.166666666666668,
        "soft_acc": 24.999755685714288,
        "adapt_pct": 24.999677085714286,
        "stability": 99.99906787758447,
        "consistency": 100,
        "throughput": 55.0774863711985,
        "availability": 22.30060428712976,
        "score": 3.0706230635582257,
        "zero_downtime": 5.575096588220367,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 23720648,
        "heap_mib": 22.62177276611328,
        "mobile_score": 204.01607207537893,
        "mobile_throughput": 3659.417713164735,
        "mobile_availability": 1481.6802966025457,
        "mobile_accuracy": 1661.0153223864875,
        "soft_acc_blocks": [
          24.999218,
          25.001066857142856,
          24.9989822
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.835843086,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.12443899311192,
        "mobile_acc_per_sec": 672.6805057433357
      },
      "started": "2026-08-18T07:34:45.916812608+10:00",
      "ended": "2026-08-18T07:34:48.394070521+10:00"
    },
    {
      "cell": {
        "id": "int6|none|MeshTweenChain|tricameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 152,
        "total_correct": 69,
        "total_train": 9,
        "infer_ms": 695.849852,
        "train_ms": 2004.726037,
        "blocked_train": 2004726037,
        "duration": 2462019047,
        "avg_accuracy": 36.30952380952381,
        "soft_acc": 24.99973704761905,
        "adapt_pct": 25.00124428571429,
        "stability": 99.99814784812654,
        "consistency": 100,
        "throughput": 61.7379464164641,
        "availability": 25.766720899580697,
        "score": 3.9769192555102912,
        "zero_downtime": 6.441612470689076,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 24570168,
        "heap_mib": 23.43193817138672,
        "mobile_score": 264.23153499340765,
        "mobile_throughput": 4101.9470853878,
        "mobile_availability": 1711.9734592573013,
        "mobile_accuracy": 1661.0140840479148,
        "soft_acc_blocks": [
          24.997583,
          24.99952342857143,
          25.002104714285714
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.07216513,
        "time_to_acc50_sec": 1.6862229260000001,
        "acc_per_sec": 10.154160699155245,
        "mobile_acc_per_sec": 674.6552534075155
      },
      "started": "2026-08-18T07:34:50.376857771+10:00",
      "ended": "2026-08-18T07:34:52.845143951+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|MeshTweenChain|tricameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 152,
        "total_correct": 56,
        "total_train": 10,
        "infer_ms": 671.594021,
        "train_ms": 2124.835617,
        "blocked_train": 2124835617,
        "duration": 2536819471,
        "avg_accuracy": 44.166666666666664,
        "soft_acc": 25.00186945833333,
        "adapt_pct": 25.00148225,
        "stability": 99.99952284837825,
        "consistency": 100,
        "throughput": 59.917547045664406,
        "availability": 24.016124413569102,
        "score": 3.59773717368469,
        "zero_downtime": 6.004480074831468,
        "weight_bytes": 15806,
        "weight_mib": 0.015073776245117188,
        "heap_bytes": 25266984,
        "heap_mib": 24.096473693847656,
        "mobile_score": 238.6752407081866,
        "mobile_throughput": 3974.952664238555,
        "mobile_availability": 1593.2387494041905,
        "mobile_accuracy": 1658.633447370703,
        "soft_acc_blocks": [
          25.002413,
          25.001944,
          25.001251375
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.07148914,
        "time_to_acc50_sec": 0.07148914,
        "acc_per_sec": 9.855596641442418,
        "mobile_acc_per_sec": 653.8239974628068
      },
      "started": "2026-08-18T07:34:54.544878114+10:00",
      "ended": "2026-08-18T07:34:57.088722113+10:00"
    },
    {
      "cell": {
        "id": "int5|none|MeshTweenChain|tricameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 152,
        "total_correct": 48,
        "total_train": 11,
        "infer_ms": 581.30728,
        "train_ms": 2002.889031,
        "blocked_train": 2002889031,
        "duration": 2532554557,
        "avg_accuracy": 33.333333333333336,
        "soft_acc": 25.000451190476188,
        "adapt_pct": 25.000114238095236,
        "stability": 99.99927253071849,
        "consistency": 100,
        "throughput": 60.01845037449276,
        "availability": 22.49470280278564,
        "score": 3.3753039247449133,
        "zero_downtime": 5.623777194653103,
        "weight_bytes": 13152,
        "weight_mib": 0.012542724609375,
        "heap_bytes": 38710432,
        "heap_mib": 36.917144775390625,
        "mobile_score": 269.1045231290543,
        "mobile_throughput": 4785.1206371566395,
        "mobile_availability": 1793.4462808799997,
        "mobile_accuracy": 1993.2233202178193,
        "soft_acc_blocks": [
          25.000533,
          25.001298428571427,
          24.999522142857142
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.109099021,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.871633809970549,
        "mobile_acc_per_sec": 787.0406245379926
      },
      "started": "2026-08-18T07:34:58.98629718+10:00",
      "ended": "2026-08-18T07:35:01.532075117+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|MeshTweenChain|tricameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 152,
        "total_correct": 30,
        "total_train": 11,
        "infer_ms": 573.76681,
        "train_ms": 2127.230689,
        "blocked_train": 2127230689,
        "duration": 2517633608,
        "avg_accuracy": 23.51190476190476,
        "soft_acc": 25.000435912698418,
        "adapt_pct": 24.999392301587303,
        "stability": 99.99871329952573,
        "consistency": 100,
        "throughput": 60.3741543316735,
        "availability": 21.242774575408816,
        "score": 3.2063422830595583,
        "zero_downtime": 5.310786243804074,
        "weight_bytes": 13176,
        "weight_mib": 0.01256561279296875,
        "heap_bytes": 25479992,
        "heap_mib": 24.29961395263672,
        "mobile_score": 255.1679998331405,
        "mobile_throughput": 4804.71229906564,
        "mobile_availability": 1690.5482387055158,
        "mobile_accuracy": 1989.5914608070473,
        "soft_acc_blocks": [
          25.002106,
          25.000226571428573,
          24.998975166666668
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.073600076,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.93013273784452,
        "mobile_acc_per_sec": 790.2625125772659
      },
      "started": "2026-08-18T07:35:03.424198922+10:00",
      "ended": "2026-08-18T07:35:05.947842944+10:00"
    },
    {
      "cell": {
        "id": "int3|none|MeshTweenChain|tricameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 208,
        "total_correct": 56,
        "total_train": 14,
        "infer_ms": 622.319546,
        "train_ms": 2090.136519,
        "blocked_train": 2090136519,
        "duration": 2520659058,
        "avg_accuracy": 23.69047619047619,
        "soft_acc": 24.99868137619048,
        "adapt_pct": 24.99990851904762,
        "stability": 99.99824678283278,
        "consistency": 100,
        "throughput": 82.51810150200805,
        "availability": 22.94302768734431,
        "score": 4.732788074820059,
        "zero_downtime": 5.735454389610367,
        "weight_bytes": 7891,
        "weight_mib": 0.007525444030761719,
        "heap_bytes": 25249744,
        "heap_mib": 24.080032348632812,
        "mobile_score": 628.9048268080747,
        "mobile_throughput": 10965.213635859789,
        "mobile_availability": 3048.7274363559427,
        "mobile_accuracy": 3321.8878878114697,
        "soft_acc_blocks": [
          24.997479,
          24.9974047,
          25.00116042857143
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.685774857,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.91751791931175,
        "mobile_acc_per_sec": 1317.8648168496056
      },
      "started": "2026-08-18T07:35:07.669921854+10:00",
      "ended": "2026-08-18T07:35:10.196349191+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|MeshTweenChain|tricameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "MeshTweenChain",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 184,
        "total_correct": 37,
        "total_train": 13,
        "infer_ms": 545.989206,
        "train_ms": 1999.69425,
        "blocked_train": 1999694250,
        "duration": 2575411257,
        "avg_accuracy": 18.229166666666668,
        "soft_acc": 24.998581791666666,
        "adapt_pct": 24.998259625000003,
        "stability": 99.99951496979976,
        "consistency": 100,
        "throughput": 71.44490011056902,
        "availability": 21.447647181472668,
        "score": 3.8305952106076804,
        "zero_downtime": 5.361607623048535,
        "weight_bytes": 7915,
        "weight_mib": 0.007548332214355469,
        "heap_bytes": 24613912,
        "heap_mib": 23.473655700683594,
        "mobile_score": 507.47570480835867,
        "mobile_throughput": 9464.991481786485,
        "mobile_availability": 2841.3756274112297,
        "mobile_accuracy": 3311.8020089423458,
        "soft_acc_blocks": [
          24.9992645,
          24.998182875,
          24.998298
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.069640337,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.706636842453884,
        "mobile_acc_per_sec": 1285.9313245373246
      },
      "started": "2026-08-18T07:35:12.296501375+10:00",
      "ended": "2026-08-18T07:35:14.877904661+10:00"
    },
    {
      "cell": {
        "id": "float64|none|TweenSplit|cnn|simd",
        "dtype": 0,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7048,
        "total_correct": 5866,
        "total_train": 297,
        "infer_ms": 921.630278,
        "train_ms": 1647.897072,
        "blocked_train": 1647897072,
        "duration": 2569161918,
        "avg_accuracy": 60.19621478939064,
        "soft_acc": 31.50013269114117,
        "adapt_pct": 35.51051703565366,
        "stability": 95.01100472165213,
        "consistency": 100,
        "throughput": 2743.3070491277617,
        "availability": 35.86769675753792,
        "score": 309.94903748458245,
        "zero_downtime": 11.298372071880586,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 25248952,
        "heap_mib": 24.07927703857422,
        "mobile_score": 132763.530199932,
        "mobile_throughput": 1175067.7828211568,
        "mobile_availability": 15363.564540535981,
        "mobile_accuracy": 13492.762719259006,
        "soft_acc_blocks": [
          24.865969074074073,
          32.73730689173789,
          36.89712210761155
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.912170774,
        "time_to_acc50_sec": 0.912170774,
        "acc_per_sec": 12.260859259373925,
        "mobile_acc_per_sec": 5251.8148524335265
      },
      "started": "2026-08-18T07:35:16.678526118+10:00",
      "ended": "2026-08-18T07:35:19.248037359+10:00"
    },
    {
      "cell": {
        "id": "float32|none|TweenSplit|cnn|simd",
        "dtype": 1,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 9656,
        "total_correct": 8474,
        "total_train": 269,
        "infer_ms": 899.037172,
        "train_ms": 1552.510813,
        "blocked_train": 1552510813,
        "duration": 2862851622,
        "avg_accuracy": 69.92855652899458,
        "soft_acc": 32.769833621453905,
        "adapt_pct": 37.13977654816785,
        "stability": 94.54973096871204,
        "consistency": 100,
        "throughput": 3372.860795787341,
        "availability": 36.672224141678385,
        "score": 405.3310784312298,
        "zero_downtime": 12.01742683651466,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 25242920,
        "heap_mib": 24.073524475097656,
        "mobile_score": 347238.92230155657,
        "mobile_throughput": 2889461.504741427,
        "mobile_availability": 31416.35139018346,
        "mobile_accuracy": 28073.252499550366,
        "soft_acc_blocks": [
          25.486623021276596,
          34.22642604166667,
          38.59645180141844
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.081449081,
        "time_to_acc50_sec": 0.966875068,
        "acc_per_sec": 11.446570744229058,
        "mobile_acc_per_sec": 9806.045232598635
      },
      "started": "2026-08-18T07:35:20.93186078+10:00",
      "ended": "2026-08-18T07:35:23.794955006+10:00"
    },
    {
      "cell": {
        "id": "float16|none|TweenSplit|cnn|simd",
        "dtype": 2,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6680,
        "total_correct": 5818,
        "total_train": 271,
        "infer_ms": 943.14814,
        "train_ms": 1668.221127,
        "blocked_train": 1668221127,
        "duration": 2731930249,
        "avg_accuracy": 69.45184008244944,
        "soft_acc": 32.23328147397547,
        "adapt_pct": 36.324912629670344,
        "stability": 94.90036858039245,
        "consistency": 100,
        "throughput": 2445.1575959690617,
        "availability": 36.116996240960965,
        "score": 284.65774211428084,
        "zero_downtime": 11.641693058294086,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 23903344,
        "heap_mib": 22.796005249023438,
        "mobile_score": 487721.04018827475,
        "mobile_throughput": 4189433.940115776,
        "mobile_availability": 61881.397794708966,
        "mobile_accuracy": 55227.19829224722,
        "soft_acc_blocks": [
          25.427227103448278,
          33.57049674794521,
          37.70212057053292
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.07193497,
        "time_to_acc50_sec": 0.890741551,
        "acc_per_sec": 11.79872051483532,
        "mobile_acc_per_sec": 20215.449612032615
      },
      "started": "2026-08-18T07:35:25.938862909+10:00",
      "ended": "2026-08-18T07:35:28.671059199+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|TweenSplit|cnn|simd",
        "dtype": 3,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7848,
        "total_correct": 6848,
        "total_train": 276,
        "infer_ms": 887.41335,
        "train_ms": 1628.349406,
        "blocked_train": 1628349406,
        "duration": 2654119899,
        "avg_accuracy": 73.66268482175782,
        "soft_acc": 31.711929282319414,
        "adapt_pct": 34.75688113034891,
        "stability": 95.85032891440046,
        "consistency": 100,
        "throughput": 2956.912384763368,
        "availability": 35.27412701708666,
        "score": 330.7633600327076,
        "zero_downtime": 11.18610621461405,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 39878560,
        "heap_mib": 38.031158447265625,
        "mobile_score": 566716.5375974778,
        "mobile_throughput": 5066253.857460186,
        "mobile_availability": 60437.259822007625,
        "mobile_accuracy": 54333.93457375386,
        "soft_acc_blocks": [
          25.857611366666667,
          34.28570956953642,
          34.99246691075515
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.125918123,
        "time_to_acc50_sec": 1.00588212,
        "acc_per_sec": 11.948190168148622,
        "mobile_acc_per_sec": 20471.54485907943
      },
      "started": "2026-08-18T07:35:30.424887721+10:00",
      "ended": "2026-08-18T07:35:33.079354965+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|TweenSplit|cnn|simd",
        "dtype": 4,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6256,
        "total_correct": 4154,
        "total_train": 224,
        "infer_ms": 867.374251,
        "train_ms": 1696.466612,
        "blocked_train": 1696466612,
        "duration": 2902780500,
        "avg_accuracy": 54.07237947981802,
        "soft_acc": 27.555282308517093,
        "adapt_pct": 28.298743647277448,
        "stability": 98.64068806017345,
        "consistency": 100,
        "throughput": 2155.175012371759,
        "availability": 33.83104870187101,
        "score": 200.9106081451708,
        "zero_downtime": 9.322240977732465,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 25799864,
        "heap_mib": 24.60466766357422,
        "mobile_score": 688464.189040623,
        "mobile_throughput": 7385179.064616763,
        "mobile_availability": 115929.49582880098,
        "mobile_accuracy": 94424.20817626019,
        "soft_acc_blocks": [
          25.726428333333335,
          28.98260624260355,
          27.956812349614395
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.068486897,
        "time_to_acc50_sec": 1.074095312,
        "acc_per_sec": 9.49271993129246,
        "mobile_acc_per_sec": 32528.883315931118
      },
      "started": "2026-08-18T07:35:35.013010584+10:00",
      "ended": "2026-08-18T07:35:37.916096241+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|TweenSplit|cnn|simd",
        "dtype": 5,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6672,
        "total_correct": 4323,
        "total_train": 259,
        "infer_ms": 856.016827,
        "train_ms": 1661.880052,
        "blocked_train": 1661880052,
        "duration": 2577907552,
        "avg_accuracy": 50.274555603943156,
        "soft_acc": 26.71573784134104,
        "adapt_pct": 27.77827403104636,
        "stability": 98.55810352995944,
        "consistency": 100,
        "throughput": 2588.1455658965383,
        "availability": 33.99729489080478,
        "score": 235.07163840854383,
        "zero_downtime": 9.082628176175037,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 26023272,
        "heap_mib": 24.817726135253906,
        "mobile_score": 805524.4389407753,
        "mobile_throughput": 8868847.467011532,
        "mobile_availability": 116499.17479549188,
        "mobile_accuracy": 91547.32523765367,
        "soft_acc_blocks": [
          24.68284888461538,
          27.593907185676393,
          27.87045745373134
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.915158292,
        "time_to_acc50_sec": 0.915158292,
        "acc_per_sec": 10.363342091385066,
        "mobile_acc_per_sec": 35512.26077390911
      },
      "started": "2026-08-18T07:35:39.873118606+10:00",
      "ended": "2026-08-18T07:35:42.451325481+10:00"
    },
    {
      "cell": {
        "id": "int64|none|TweenSplit|cnn|simd",
        "dtype": 6,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5056,
        "total_correct": 4312,
        "total_train": 271,
        "infer_ms": 939.763008,
        "train_ms": 1708.536725,
        "blocked_train": 1708536725,
        "duration": 2640803704,
        "avg_accuracy": 67.62445857902016,
        "soft_acc": 32.04747677453593,
        "adapt_pct": 35.6300591640096,
        "stability": 95.46179509663745,
        "consistency": 100,
        "throughput": 1914.5686566334807,
        "availability": 35.48552289190598,
        "score": 217.72885834731827,
        "zero_downtime": 11.3722147071062,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 25819872,
        "heap_mib": 24.623748779296875,
        "mobile_score": 93261.95072320163,
        "mobile_throughput": 820086.0881119726,
        "mobile_availability": 15199.864236888565,
        "mobile_accuracy": 13727.21201239207,
        "soft_acc_blocks": [
          25.854164700000002,
          33.68635375518672,
          36.60191186842105
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.071702156,
        "time_to_acc50_sec": 0.902091209,
        "acc_per_sec": 12.135501296818815,
        "mobile_acc_per_sec": 5198.119039139332
      },
      "started": "2026-08-18T07:35:44.335817032+10:00",
      "ended": "2026-08-18T07:35:46.976896361+10:00"
    },
    {
      "cell": {
        "id": "int32|none|TweenSplit|cnn|simd",
        "dtype": 7,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4056,
        "total_correct": 3060,
        "total_train": 228,
        "infer_ms": 748.367737,
        "train_ms": 1763.844138,
        "blocked_train": 1763844138,
        "duration": 2026085323,
        "avg_accuracy": 67.66456582633053,
        "soft_acc": 27.057201855042017,
        "adapt_pct": 28.28551442436975,
        "stability": 98.77168743067227,
        "consistency": 100,
        "throughput": 2001.890026030261,
        "availability": 29.789196701412777,
        "score": 161.35480007426574,
        "zero_downtime": 8.060123082496773,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 26223544,
        "heap_mib": 25.00872039794922,
        "mobile_score": 138229.38794336052,
        "mobile_throughput": 1714978.6241296625,
        "mobile_availability": 25519.801242141017,
        "mobile_accuracy": 23179.356611399133,
        "soft_acc_blocks": [
          25.828889285714283,
          28.28551442436975
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071688092,
        "time_to_acc50_sec": 0.071688092,
        "acc_per_sec": 13.354423699678522,
        "mobile_acc_per_sec": 11440.464203687994
      },
      "started": "2026-08-18T07:35:48.823386094+10:00",
      "ended": "2026-08-18T07:35:50.849771052+10:00"
    },
    {
      "cell": {
        "id": "int16|none|TweenSplit|cnn|simd",
        "dtype": 8,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4848,
        "total_correct": 3503,
        "total_train": 239,
        "infer_ms": 822.397987,
        "train_ms": 1589.962079,
        "blocked_train": 1589962079,
        "duration": 2767417623,
        "avg_accuracy": 56.3076962407088,
        "soft_acc": 26.38500632499513,
        "adapt_pct": 27.39575370360231,
        "stability": 98.72436173454354,
        "consistency": 100,
        "throughput": 1751.8136618442716,
        "availability": 34.09101313651078,
        "score": 157.5741668745719,
        "zero_downtime": 8.994915972323291,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 37340584,
        "heap_mib": 35.610755920410156,
        "mobile_score": 269981.19216449524,
        "mobile_throughput": 3001486.5396765014,
        "mobile_availability": 58410.160442205764,
        "mobile_accuracy": 45207.000640911916,
        "soft_acc_blocks": [
          24.6511266875,
          26.820523464163823,
          27.683368823321555
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.102849698,
        "time_to_acc50_sec": 1.102849698,
        "acc_per_sec": 9.5341614166613,
        "mobile_acc_per_sec": 16335.445819668364
      },
      "started": "2026-08-18T07:35:52.608191544+10:00",
      "ended": "2026-08-18T07:35:55.375957188+10:00"
    },
    {
      "cell": {
        "id": "int8|none|TweenSplit|cnn|simd",
        "dtype": 9,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8456,
        "total_correct": 5864,
        "total_train": 297,
        "infer_ms": 874.011992,
        "train_ms": 1613.088828,
        "blocked_train": 1613088828,
        "duration": 2899340771,
        "avg_accuracy": 54.45165775799578,
        "soft_acc": 27.038934105922134,
        "adapt_pct": 27.981249838174232,
        "stability": 98.8335502255715,
        "consistency": 100,
        "throughput": 2916.5250544465925,
        "availability": 35.1417998406675,
        "score": 277.1272803764857,
        "zero_downtime": 9.501968102553136,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 25340848,
        "heap_mib": 24.166915893554688,
        "mobile_score": 949637.3044054048,
        "mobile_throughput": 9994111.684612386,
        "mobile_availability": 120421.07160041753,
        "mobile_accuracy": 92654.82800343598,
        "soft_acc_blocks": [
          25.505738606060607,
          27.27837790888889,
          28.3326858028169
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.023413635,
        "time_to_acc50_sec": 1.023413635,
        "acc_per_sec": 9.325890345961728,
        "mobile_acc_per_sec": 31957.205213748904
      },
      "started": "2026-08-18T07:35:57.275179738+10:00",
      "ended": "2026-08-18T07:36:00.17478431+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|TweenSplit|cnn|simd",
        "dtype": 10,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6392,
        "total_correct": 4224,
        "total_train": 251,
        "infer_ms": 955.99324,
        "train_ms": 1691.906278,
        "blocked_train": 1691906278,
        "duration": 2719490368,
        "avg_accuracy": 54.91909866984316,
        "soft_acc": 26.392085726120044,
        "adapt_pct": 27.111151158520283,
        "stability": 99.05478792006733,
        "consistency": 100,
        "throughput": 2350.440389572286,
        "availability": 36.10383375582457,
        "score": 223.96299950997923,
        "zero_downtime": 9.528554755253085,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 24173088,
        "heap_mib": 23.053253173828125,
        "mobile_score": 95619.79893085342,
        "mobile_throughput": 1003507.8916678134,
        "mobile_availability": 15414.33777864312,
        "mobile_accuracy": 11267.959154052138,
        "soft_acc_blocks": [
          25.070749826086956,
          26.877561228985506,
          27.22794612328767
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.082049023,
        "time_to_acc50_sec": 0.923582581,
        "acc_per_sec": 9.704791028743237,
        "mobile_acc_per_sec": 4143.408370421608
      },
      "started": "2026-08-18T07:36:02.078945751+10:00",
      "ended": "2026-08-18T07:36:04.798812212+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|TweenSplit|cnn|simd",
        "dtype": 11,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6024,
        "total_correct": 3595,
        "total_train": 275,
        "infer_ms": 854.699636,
        "train_ms": 1639.475988,
        "blocked_train": 1639475988,
        "duration": 2650462154,
        "avg_accuracy": 48.12141739352571,
        "soft_acc": 25.99034429637287,
        "adapt_pct": 26.620516440358966,
        "stability": 99.21511517595924,
        "consistency": 100,
        "throughput": 2272.811174047045,
        "availability": 34.26782090947097,
        "score": 202.4239415520038,
        "zero_downtime": 8.906324637235958,
        "weight_bytes": 1232,
        "weight_mib": 0.0011749267578125,
        "heap_bytes": 39130368,
        "heap_mib": 37.317626953125,
        "mobile_score": 172286.43420197561,
        "mobile_throughput": 1934427.9623681447,
        "mobile_availability": 29165.920923676487,
        "mobile_accuracy": 22120.820828663538,
        "soft_acc_blocks": [
          24.944168315789472,
          26.1921798255814,
          26.83468474774775
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.149131543,
        "time_to_acc50_sec": 0.959459797,
        "acc_per_sec": 9.805966954536213,
        "mobile_acc_per_sec": 8346.024030292017
      },
      "started": "2026-08-18T07:36:06.676556049+10:00",
      "ended": "2026-08-18T07:36:09.327373567+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|TweenSplit|cnn|simd",
        "dtype": 12,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6568,
        "total_correct": 4326,
        "total_train": 256,
        "infer_ms": 911.000473,
        "train_ms": 1672.922095,
        "blocked_train": 1672922095,
        "duration": 2624819285,
        "avg_accuracy": 52.671908049239875,
        "soft_acc": 26.700621038448972,
        "adapt_pct": 27.43357956674718,
        "stability": 99.07384639086499,
        "consistency": 100,
        "throughput": 2502.267503722642,
        "availability": 35.25649275570707,
        "score": 235.5560191088672,
        "zero_downtime": 9.41370252214956,
        "weight_bytes": 620,
        "weight_mib": 0.000591278076171875,
        "heap_bytes": 25822656,
        "heap_mib": 24.62640380859375,
        "mobile_score": 398384.49724693474,
        "mobile_throughput": 4231963.9515862465,
        "mobile_availability": 59627.60023840048,
        "mobile_accuracy": 45157.468396794626,
        "soft_acc_blocks": [
          25.440064964285714,
          27.022857601880876,
          27.63894054918033
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.071784028,
        "time_to_acc50_sec": 0.920801268,
        "acc_per_sec": 10.172365461894636,
        "mobile_acc_per_sec": 17204.02949447037
      },
      "started": "2026-08-18T07:36:11.326913374+10:00",
      "ended": "2026-08-18T07:36:13.952040107+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|TweenSplit|cnn|simd",
        "dtype": 13,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8792,
        "total_correct": 6144,
        "total_train": 286,
        "infer_ms": 987.447274,
        "train_ms": 1632.047672,
        "blocked_train": 1632047672,
        "duration": 2784001480,
        "avg_accuracy": 54.48624729052361,
        "soft_acc": 26.59563185537958,
        "adapt_pct": 27.481331736097,
        "stability": 98.81993021523667,
        "consistency": 100,
        "throughput": 3158.044298166106,
        "availability": 37.69609387900686,
        "score": 316.6101843526007,
        "zero_downtime": 10.02551435191894,
        "weight_bytes": 314,
        "weight_mib": 0.0002994537353515625,
        "heap_bytes": 26703144,
        "heap_mib": 25.466102600097656,
        "mobile_score": 1057292.4862029064,
        "mobile_throughput": 10546017.382145932,
        "mobile_availability": 125882.86412507483,
        "mobile_accuracy": 88813.8256954984,
        "soft_acc_blocks": [
          24.93854871875,
          27.252698486486487,
          27.595648360902256
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.011403509,
        "time_to_acc50_sec": 1.011403509,
        "acc_per_sec": 9.55302360521,
        "mobile_acc_per_sec": 31901.500891263317
      },
      "started": "2026-08-18T07:36:15.866115723+10:00",
      "ended": "2026-08-18T07:36:18.650429495+10:00"
    },
    {
      "cell": {
        "id": "int4|none|TweenSplit|cnn|simd",
        "dtype": 14,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8328,
        "total_correct": 2379,
        "total_train": 287,
        "infer_ms": 869.284885,
        "train_ms": 1589.652739,
        "blocked_train": 1589652739,
        "duration": 2757663923,
        "avg_accuracy": 35.22409618743054,
        "soft_acc": 25.31349523396401,
        "adapt_pct": 25.011437216009096,
        "stability": 99.59333588894,
        "consistency": 100,
        "throughput": 3019.947402053314,
        "availability": 35.35205108561957,
        "score": 270.25025404736886,
        "zero_downtime": 8.948839766666833,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 24049992,
        "heap_mib": 22.93585968017578,
        "mobile_score": 1852143.3358691102,
        "mobile_throughput": 20697022.006898403,
        "mobile_availability": 242283.08705329822,
        "mobile_accuracy": 173484.4678330003,
        "soft_acc_blocks": [
          25.64717302777778,
          25.552313700201207,
          24.740998973913044
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.072361266,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.179325668671776,
        "mobile_acc_per_sec": 62909.93851211226
      },
      "started": "2026-08-18T07:36:20.560683747+10:00",
      "ended": "2026-08-18T07:36:23.318594753+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|TweenSplit|cnn|simd",
        "dtype": 15,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6128,
        "total_correct": 1459,
        "total_train": 275,
        "infer_ms": 922.312017,
        "train_ms": 1702.122517,
        "blocked_train": 1702122517,
        "duration": 2608814867,
        "avg_accuracy": 18.11529793475938,
        "soft_acc": 24.99897033920171,
        "adapt_pct": 25.260047300910543,
        "stability": 99.67342203731754,
        "consistency": 100,
        "throughput": 2348.9593215354826,
        "availability": 35.143266294178396,
        "score": 206.36675751679485,
        "zero_downtime": 8.78545471710833,
        "weight_bytes": 161,
        "weight_mib": 0.00015354156494140625,
        "heap_bytes": 26034968,
        "heap_mib": 24.828880310058594,
        "mobile_score": 1344044.901428141,
        "mobile_throughput": 15298524.03439994,
        "mobile_availability": 228884.38259431307,
        "mobile_accuracy": 162815.6541763899,
        "soft_acc_blocks": [
          24.56039003846154,
          25.092900055555553,
          25.34362092358804
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.794016898,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.582500719167248,
        "mobile_acc_per_sec": 62409.81536709017
      },
      "started": "2026-08-18T07:36:25.195117187+10:00",
      "ended": "2026-08-18T07:36:27.80430096+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|TweenSplit|cnn|simd",
        "dtype": 16,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7832,
        "total_correct": 1940,
        "total_train": 283,
        "infer_ms": 892.236667,
        "train_ms": 1650.938318,
        "blocked_train": 1650938318,
        "duration": 2758658158,
        "avg_accuracy": 24.84009984009984,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 2839.0614390867922,
        "availability": 35.08357357486355,
        "score": 249.01105220439868,
        "zero_downtime": 8.770893393715887,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 24253008,
        "heap_mib": 23.129470825195312,
        "mobile_score": 1706581.7848122846,
        "mobile_throughput": 19457331.291188706,
        "mobile_availability": 240443.09310350407,
        "mobile_accuracy": 171335.9477124183,
        "soft_acc_blocks": [
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.071442619,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.062376912304623,
        "mobile_acc_per_sec": 62108.43747187407
      },
      "started": "2026-08-18T07:36:29.696966655+10:00",
      "ended": "2026-08-18T07:36:32.456019813+10:00"
    },
    {
      "cell": {
        "id": "int2|none|TweenSplit|cnn|simd",
        "dtype": 17,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8120,
        "total_correct": 1328,
        "total_train": 283,
        "infer_ms": 871.047773,
        "train_ms": 1611.847022,
        "blocked_train": 1611847022,
        "duration": 2775184018,
        "avg_accuracy": 18.894308439530718,
        "soft_acc": 24.897425154783917,
        "adapt_pct": 24.908408884527958,
        "stability": 99.98597190189558,
        "consistency": 100,
        "throughput": 2925.9320993970928,
        "availability": 35.08194446071969,
        "score": 255.56556452970477,
        "zero_downtime": 8.734500864950547,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 26558192,
        "heap_mib": 25.327865600585938,
        "mobile_score": 3480258.6674324637,
        "mobile_throughput": 39844963.33840787,
        "mobile_availability": 477741.36356939754,
        "mobile_accuracy": 339049.9023260091,
        "soft_acc_blocks": [
          24.87813672727273,
          24.903050820574165,
          24.911087916504854
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.971450178906268,
        "mobile_acc_per_sec": 122172.0434129457
      },
      "started": "2026-08-18T07:36:34.265507988+10:00",
      "ended": "2026-08-18T07:36:37.041096693+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|TweenSplit|cnn|simd",
        "dtype": 18,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5408,
        "total_correct": 386,
        "total_train": 257,
        "infer_ms": 813.980041,
        "train_ms": 1734.904653,
        "blocked_train": 1734904653,
        "duration": 2668632235,
        "avg_accuracy": 10.509706771431,
        "soft_acc": 24.77833148533233,
        "adapt_pct": 24.627568597933134,
        "stability": 99.8144699055839,
        "consistency": 100,
        "throughput": 2026.5062862811444,
        "availability": 31.93475338119787,
        "score": 160.3553967121441,
        "zero_downtime": 7.9128990518165825,
        "weight_bytes": 85,
        "weight_mib": 0.00008106231689453125,
        "heap_bytes": 24243368,
        "heap_mib": 23.120277404785156,
        "mobile_score": 1978174.3583862733,
        "mobile_throughput": 24999363.007571027,
        "mobile_availability": 393953.1289581522,
        "mobile_accuracy": 305670.16135957453,
        "soft_acc_blocks": [
          25.017267290322582,
          24.752748537549408,
          24.564978628124997
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.285030421335794,
        "mobile_acc_per_sec": 114541.8830480306
      },
      "started": "2026-08-18T07:36:38.853119438+10:00",
      "ended": "2026-08-18T07:36:41.522025214+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|TweenSplit|cnn|simd",
        "dtype": 19,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8960,
        "total_correct": 1972,
        "total_train": 303,
        "infer_ms": 880.768918,
        "train_ms": 1570.952763,
        "blocked_train": 1570952763,
        "duration": 2841585459,
        "avg_accuracy": 19.245035852178713,
        "soft_acc": 24.854845382000367,
        "adapt_pct": 24.956254272789113,
        "stability": 99.7788853198403,
        "consistency": 100,
        "throughput": 3153.1692885116217,
        "availability": 35.92450663652633,
        "score": 281.54587338647246,
        "zero_downtime": 8.92898057875508,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 24119400,
        "heap_mib": 23.002052307128906,
        "mobile_score": 3834055.139377841,
        "mobile_throughput": 42939449.86844626,
        "mobile_availability": 489215.2658558732,
        "mobile_accuracy": 338470.0565100833,
        "soft_acc_blocks": [
          24.57337583783784,
          25.11355779795918,
          24.87760251020408
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.74682311710139,
        "mobile_acc_per_sec": 119113.10125763257
      },
      "started": "2026-08-18T07:36:43.542313306+10:00",
      "ended": "2026-08-18T07:36:46.384165587+10:00"
    },
    {
      "cell": {
        "id": "binary|none|TweenSplit|cnn|simd",
        "dtype": 20,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8128,
        "total_correct": 2642,
        "total_train": 262,
        "infer_ms": 825.198922,
        "train_ms": 1640.74422,
        "blocked_train": 1640744220,
        "duration": 2675314697,
        "avg_accuracy": 32.9500685062246,
        "soft_acc": 25.392732945167523,
        "adapt_pct": 25.345869990177807,
        "stability": 99.92647926081904,
        "consistency": 100,
        "throughput": 3038.1472538966877,
        "availability": 33.46382598792296,
        "score": 258.16291610079475,
        "zero_downtime": 8.497379966348845,
        "weight_bytes": 39,
        "weight_mib": 0.00003719329833984375,
        "heap_bytes": 24113632,
        "heap_mib": 22.996551513671875,
        "mobile_score": 6941113.792648897,
        "mobile_throughput": 81685340.89492239,
        "mobile_availability": 899727.3025413412,
        "mobile_accuracy": 682723.342069538,
        "soft_acc_blocks": [
          25.4955165625,
          25.327754575471698,
          25.35492769753086
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.072386888,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.491493831974983,
        "mobile_acc_per_sec": 255193.6573424872
      },
      "started": "2026-08-18T07:36:48.3637765+10:00",
      "ended": "2026-08-18T07:36:51.051130097+10:00"
    },
    {
      "cell": {
        "id": "int|none|TweenSplit|cnn|simd",
        "dtype": 21,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4440,
        "total_correct": 3902,
        "total_train": 240,
        "infer_ms": 868.220416,
        "train_ms": 1662.344977,
        "blocked_train": 1662344977,
        "duration": 2829065222,
        "avg_accuracy": 70.14820573004717,
        "soft_acc": 32.80215597292932,
        "adapt_pct": 36.79333085556956,
        "stability": 94.93793877740495,
        "consistency": 100,
        "throughput": 1569.422990135644,
        "availability": 34.30934519225048,
        "score": 176.62607942250588,
        "zero_downtime": 11.25420492325273,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 23723304,
        "heap_mib": 22.624305725097656,
        "mobile_score": 75655.99177145977,
        "mobile_throughput": 672246.4384413698,
        "mobile_availability": 14696.060434766847,
        "mobile_accuracy": 14050.471201581018,
        "soft_acc_blocks": [
          25.88527311764706,
          34.66239703557313,
          37.858797765567765
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.06747887,
        "time_to_acc50_sec": 1.07185431,
        "acc_per_sec": 11.594697682416783,
        "mobile_acc_per_sec": 4966.471289639649
      },
      "started": "2026-08-18T07:36:52.818770541+10:00",
      "ended": "2026-08-18T07:36:55.648198419+10:00"
    },
    {
      "cell": {
        "id": "uint|none|TweenSplit|cnn|simd",
        "dtype": 22,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5576,
        "total_correct": 3778,
        "total_train": 254,
        "infer_ms": 916.246445,
        "train_ms": 1680.509857,
        "blocked_train": 1680509857,
        "duration": 2833490098,
        "avg_accuracy": 52.3401118747197,
        "soft_acc": 26.481113139215548,
        "adapt_pct": 27.448067762138958,
        "stability": 98.77775362869235,
        "consistency": 100,
        "throughput": 1967.891119131061,
        "availability": 35.28426769559834,
        "score": 183.873190119025,
        "zero_downtime": 9.343666848815078,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 24129640,
        "heap_mib": 23.011817932128906,
        "mobile_score": 78503.67027778777,
        "mobile_throughput": 840180.5366994998,
        "mobile_availability": 15064.428454063405,
        "mobile_accuracy": 11305.968929587167,
        "soft_acc_blocks": [
          24.81692395,
          26.908627648876404,
          27.71778781877023
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.018735063,
        "time_to_acc50_sec": 1.018735063,
        "acc_per_sec": 9.345758136902283,
        "mobile_acc_per_sec": 3990.12120690572
      },
      "started": "2026-08-18T07:36:57.472416737+10:00",
      "ended": "2026-08-18T07:37:00.306294648+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|TweenSplit|cnn|simd",
        "dtype": 23,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4112,
        "total_correct": 2672,
        "total_train": 232,
        "infer_ms": 620.462152,
        "train_ms": 1407.639877,
        "blocked_train": 1407639877,
        "duration": 2288904084,
        "avg_accuracy": 44.01629072681704,
        "soft_acc": 26.059856972141894,
        "adapt_pct": 27.02633526007326,
        "stability": 99.03352171206863,
        "consistency": 100,
        "throughput": 1796.4929280977246,
        "availability": 30.593241519803236,
        "score": 143.22638646193838,
        "zero_downtime": 7.972554983202652,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 42146288,
        "heap_mib": 40.19383239746094,
        "mobile_score": 61149.73591641429,
        "mobile_throughput": 767003.0002333061,
        "mobile_availability": 13061.620040663354,
        "mobile_accuracy": 11126.115873135448,
        "soft_acc_blocks": [
          25.093378684210528,
          27.02633526007326
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.38505209,
        "time_to_acc50_sec": 1.38505209,
        "acc_per_sec": 11.385298822395693,
        "mobile_acc_per_sec": 4860.892140876379
      },
      "started": "2026-08-18T07:37:02.156321431+10:00",
      "ended": "2026-08-18T07:37:04.446474212+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|TweenSplit|cnn|simd",
        "dtype": 24,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4400,
        "total_correct": 3683,
        "total_train": 239,
        "infer_ms": 851.65823,
        "train_ms": 1753.239011,
        "blocked_train": 1753239011,
        "duration": 2808353257,
        "avg_accuracy": 64.06374072087146,
        "soft_acc": 31.6479950788553,
        "adapt_pct": 35.579941252133644,
        "stability": 94.96730104412741,
        "consistency": 100,
        "throughput": 1566.754463325694,
        "availability": 32.69450389809062,
        "score": 162.11451255038833,
        "zero_downtime": 10.347154984723876,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 24704952,
        "heap_mib": 23.56047821044922,
        "mobile_score": 69440.10911439378,
        "mobile_throughput": 671103.4020164227,
        "mobile_availability": 14004.359525916778,
        "mobile_accuracy": 13556.098075084057,
        "soft_acc_blocks": [
          24.71620984210526,
          33.71572703252033,
          36.5120483619403
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.016782604,
        "time_to_acc50_sec": 1.016782604,
        "acc_per_sec": 11.26923580570594,
        "mobile_acc_per_sec": 4827.062991913363
      },
      "started": "2026-08-18T07:37:06.619883095+10:00",
      "ended": "2026-08-18T07:37:09.428655413+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|TweenSplit|cnn|simd",
        "dtype": 25,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3880,
        "total_correct": 3249,
        "total_train": 209,
        "infer_ms": 1168.42772,
        "train_ms": 1793.255489,
        "blocked_train": 1793255489,
        "duration": 2226037479,
        "avg_accuracy": 63.23249832252293,
        "soft_acc": 29.574105636322972,
        "adapt_pct": 33.47486068441065,
        "stability": 96.09924495191233,
        "consistency": 100,
        "throughput": 1743.0074904861924,
        "availability": 39.45147531138264,
        "score": 203.3640216920336,
        "zero_downtime": 11.667420983676179,
        "weight_bytes": 4896,
        "weight_mib": 0.004669189453125,
        "heap_bytes": 39573584,
        "heap_mib": 37.74031066894531,
        "mobile_score": 43554.45923401671,
        "mobile_throughput": 373299.8003153696,
        "mobile_availability": 8449.31988891102,
        "mobile_accuracy": 6333.88427118321,
        "soft_acc_blocks": [
          25.673350588235294,
          33.47486068441065
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.16213022,
        "time_to_acc50_sec": 1.325226328,
        "acc_per_sec": 13.285538053747645,
        "mobile_acc_per_sec": 2845.362816635313
      },
      "started": "2026-08-18T07:37:11.283413005+10:00",
      "ended": "2026-08-18T07:37:13.509841786+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|TweenSplit|cnn|simd",
        "dtype": 26,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3560,
        "total_correct": 1645,
        "total_train": 206,
        "infer_ms": 668.38473,
        "train_ms": 1755.924455,
        "blocked_train": 1755924455,
        "duration": 2759878670,
        "avg_accuracy": 48.31372427326784,
        "soft_acc": 25.58927779662336,
        "adapt_pct": 25.64024936120076,
        "stability": 99.93474660923692,
        "consistency": 100,
        "throughput": 1289.9117771724364,
        "availability": 27.5701108643863,
        "score": 91.00317601357622,
        "zero_downtime": 7.054992257924848,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 42775720,
        "heap_mib": 40.794105529785156,
        "mobile_score": 623684.6162850438,
        "mobile_throughput": 8840330.272289965,
        "mobile_availability": 188950.04293944268,
        "mobile_accuracy": 175374.52650243227,
        "soft_acc_blocks": [
          25.526252769230773,
          25.562413157676346,
          25.679167462962962
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.140088774,
        "time_to_acc50_sec": 0.140088774,
        "acc_per_sec": 9.271885055955508,
        "mobile_acc_per_sec": 63544.288525709824
      },
      "started": "2026-08-18T07:37:15.285840976+10:00",
      "ended": "2026-08-18T07:37:18.046336625+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|TweenSplit|cnn|simd",
        "dtype": 27,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2392,
        "total_correct": 923,
        "total_train": 147,
        "infer_ms": 977.279433,
        "train_ms": 1609.714171,
        "blocked_train": 1609714171,
        "duration": 2228451307,
        "avg_accuracy": 27.503964059196615,
        "soft_acc": 24.864809392441863,
        "adapt_pct": 25.301103784883722,
        "stability": 99.56370560755813,
        "consistency": 100,
        "throughput": 1073.391189875346,
        "availability": 37.77664666387014,
        "score": 100.82461326709851,
        "zero_downtime": 9.393091187827558,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 23804096,
        "heap_mib": 22.70135498046875,
        "mobile_score": 459662.04209200473,
        "mobile_throughput": 4893618.436151003,
        "mobile_availability": 172224.71761832302,
        "mobile_accuracy": 113359.31466734399,
        "soft_acc_blocks": [
          24.428515,
          25.301103784883722
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.323855376,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.157887683853199,
        "mobile_acc_per_sec": 50869.10102601762
      },
      "started": "2026-08-18T07:37:20.070066755+10:00",
      "ended": "2026-08-18T07:37:22.298863791+10:00"
    },
    {
      "cell": {
        "id": "int6|none|TweenSplit|cnn|simd",
        "dtype": 28,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3024,
        "total_correct": 1645,
        "total_train": 185,
        "infer_ms": 901.377081,
        "train_ms": 1808.946908,
        "blocked_train": 1808946908,
        "duration": 2755793433,
        "avg_accuracy": 40.068792207947986,
        "soft_acc": 25.983325997555387,
        "adapt_pct": 26.38856359341226,
        "stability": 99.36989260256276,
        "consistency": 100,
        "throughput": 1097.3246266531762,
        "availability": 33.2571709012756,
        "score": 94.82332291237418,
        "zero_downtime": 8.641319132842568,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 23764512,
        "heap_mib": 22.663604736328125,
        "mobile_score": 432302.002809416,
        "mobile_throughput": 5002731.598771656,
        "mobile_availability": 151620.3097172868,
        "mobile_accuracy": 118458.6610487506,
        "soft_acc_blocks": [
          25.1009618,
          26.532341605095546,
          26.31667458757062
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.936795336,
        "time_to_acc50_sec": 0.936795336,
        "acc_per_sec": 9.428618882101599,
        "mobile_acc_per_sec": 42985.31944747203
      },
      "started": "2026-08-18T07:37:24.226224644+10:00",
      "ended": "2026-08-18T07:37:26.982327557+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|TweenSplit|cnn|simd",
        "dtype": 29,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2808,
        "total_correct": 1780,
        "total_train": 194,
        "infer_ms": 737.337385,
        "train_ms": 1860.437286,
        "blocked_train": 1860437286,
        "duration": 2751513264,
        "avg_accuracy": 44.496867866433085,
        "soft_acc": 25.793968682168074,
        "adapt_pct": 26.339983553485165,
        "stability": 99.30165955404334,
        "consistency": 100,
        "throughput": 1020.5293344353655,
        "availability": 28.383423444349997,
        "score": 74.71510950524393,
        "zero_downtime": 7.321211354162789,
        "weight_bytes": 238,
        "weight_mib": 0.0002269744873046875,
        "heap_bytes": 23764600,
        "heap_mib": 22.66368865966797,
        "mobile_score": 329178.44817046495,
        "mobile_throughput": 4496229.274726462,
        "mobile_availability": 125051.16227555774,
        "mobile_accuracy": 113642.59035660954,
        "soft_acc_blocks": [
          24.832677230769228,
          26.078506971014495,
          26.470721844720497
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.943676004,
        "time_to_acc50_sec": 0.943676004,
        "acc_per_sec": 9.374466414408706,
        "mobile_acc_per_sec": 41301.85081913875
      },
      "started": "2026-08-18T07:37:28.933154739+10:00",
      "ended": "2026-08-18T07:37:31.685023679+10:00"
    },
    {
      "cell": {
        "id": "int5|none|TweenSplit|cnn|simd",
        "dtype": 30,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2720,
        "total_correct": 951,
        "total_train": 175,
        "infer_ms": 766.991676,
        "train_ms": 1811.433653,
        "blocked_train": 1811433653,
        "duration": 2163364852,
        "avg_accuracy": 32.161458333333336,
        "soft_acc": 25.432230484375,
        "adapt_pct": 25.77146146875,
        "stability": 99.660769015625,
        "consistency": 100,
        "throughput": 1257.3006340032746,
        "availability": 29.746514951335243,
        "score": 95.11733577106301,
        "zero_downtime": 7.565202243492649,
        "weight_bytes": 192,
        "weight_mib": 0.00018310546875,
        "heap_bytes": 24978464,
        "heap_mib": 23.821319580078125,
        "mobile_score": 519467.4764243655,
        "mobile_throughput": 6866537.862503217,
        "mobile_availability": 162455.63365422553,
        "mobile_accuracy": 138893.88808533334,
        "soft_acc_blocks": [
          25.0929995,
          25.77146146875
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.229960619,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.755867467691946,
        "mobile_acc_per_sec": 64202.710863554945
      },
      "started": "2026-08-18T07:37:33.554192357+10:00",
      "ended": "2026-08-18T07:37:35.718109708+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|TweenSplit|cnn|simd",
        "dtype": 31,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3312,
        "total_correct": 1372,
        "total_train": 192,
        "infer_ms": 1063.093842,
        "train_ms": 1865.093674,
        "blocked_train": 1865093674,
        "duration": 2109052738,
        "avg_accuracy": 37.58814102564102,
        "soft_acc": 25.704986549358974,
        "adapt_pct": 26.215276348717946,
        "stability": 99.48971020064103,
        "consistency": 100,
        "throughput": 1570.3732487698467,
        "availability": 36.30552470397186,
        "score": 146.55241760455928,
        "zero_downtime": 9.332330241830167,
        "weight_bytes": 200,
        "weight_mib": 0.00019073486328125,
        "heap_bytes": 24243824,
        "heap_mib": 23.120712280273438,
        "mobile_score": 768356.7392105918,
        "mobile_throughput": 8233278.498510454,
        "mobile_availability": 190345.50935996,
        "mobile_accuracy": 134768.1598799032,
        "soft_acc_blocks": [
          25.194696750000002,
          26.215276348717946
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.964219054,
        "time_to_acc50_sec": 0.964219054,
        "acc_per_sec": 12.18792972134724,
        "mobile_acc_per_sec": 63899.85297745702
      },
      "started": "2026-08-18T07:37:37.70376263+10:00",
      "ended": "2026-08-18T07:37:39.813162243+10:00"
    },
    {
      "cell": {
        "id": "int3|none|TweenSplit|cnn|simd",
        "dtype": 32,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3288,
        "total_correct": 1031,
        "total_train": 202,
        "infer_ms": 882.383152,
        "train_ms": 1800.590272,
        "blocked_train": 1800590272,
        "duration": 2739747707,
        "avg_accuracy": 34.92156676582906,
        "soft_acc": 25.148170103780828,
        "adapt_pct": 25.017269191168214,
        "stability": 99.83494065008486,
        "consistency": 100,
        "throughput": 1200.1105034595798,
        "availability": 32.88825540002814,
        "score": 99.2586724599397,
        "zero_downtime": 8.27079441216496,
        "weight_bytes": 115,
        "weight_mib": 0.00010967254638671875,
        "heap_bytes": 24891464,
        "heap_mib": 23.73834991455078,
        "mobile_score": 905045.7542030759,
        "mobile_throughput": 10942670.185005499,
        "mobile_availability": 299876.828646434,
        "mobile_accuracy": 229302.3270847138,
        "soft_acc_blocks": [
          25.3722885,
          25.092636049180328,
          24.979585762162163
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.069880218,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.179009453873347,
        "mobile_acc_per_sec": 83694.68710525824
      },
      "started": "2026-08-18T07:37:41.860007409+10:00",
      "ended": "2026-08-18T07:37:44.600042981+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|TweenSplit|cnn|simd",
        "dtype": 33,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3824,
        "total_correct": 1268,
        "total_train": 223,
        "infer_ms": 941.70994,
        "train_ms": 1824.02357,
        "blocked_train": 1824023570,
        "duration": 2746754980,
        "avg_accuracy": 27.971448996265178,
        "soft_acc": 25.032119749722806,
        "adapt_pct": 25.054375353174603,
        "stability": 99.96713420707871,
        "consistency": 100,
        "throughput": 1392.188246801686,
        "availability": 34.049192975211845,
        "score": 118.65947256725447,
        "zero_downtime": 8.523234759369235,
        "weight_bytes": 123,
        "weight_mib": 0.00011730194091796875,
        "heap_bytes": 23766328,
        "heap_mib": 22.66533660888672,
        "mobile_score": 1011572.9683470035,
        "mobile_throughput": 11868416.122588007,
        "mobile_availability": 290269.6469363881,
        "mobile_accuracy": 213399.02437955563,
        "soft_acc_blocks": [
          24.985751882352943,
          25.058088674107143,
          25.052518692708333
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.970592009,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.113342810694679,
        "mobile_acc_per_sec": 77691.32155339011
      },
      "started": "2026-08-18T07:37:46.442129719+10:00",
      "ended": "2026-08-18T07:37:49.189174595+10:00"
    },
    {
      "cell": {
        "id": "float64|none|TweenSplit|bicameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1424,
        "total_correct": 361,
        "total_train": 95,
        "infer_ms": 787.319925,
        "train_ms": 1890.438152,
        "blocked_train": 1890438152,
        "duration": 2867923848,
        "avg_accuracy": 19.255971253434794,
        "soft_acc": 24.995728571690268,
        "adapt_pct": 24.993445969351086,
        "stability": 99.99473931560784,
        "consistency": 100,
        "throughput": 496.5264335707703,
        "availability": 29.402205216464747,
        "score": 36.49119439184778,
        "zero_downtime": 7.349295409998885,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 28310352,
        "heap_mib": 26.998855590820312,
        "mobile_score": 301.61267696609104,
        "mobile_throughput": 4103.967253183756,
        "mobile_availability": 243.01966465711106,
        "mobile_accuracy": 206.59857077491404,
        "soft_acc_blocks": [
          24.996001333333336,
          25.002030855421687,
          24.98915352631579
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.97412096,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.715617950986216,
        "mobile_acc_per_sec": 72.03767663461126
      },
      "started": "2026-08-18T07:37:51.160314108+10:00",
      "ended": "2026-08-18T07:37:54.031249777+10:00"
    },
    {
      "cell": {
        "id": "float32|none|TweenSplit|bicameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2816,
        "total_correct": 789,
        "total_train": 140,
        "infer_ms": 635.204194,
        "train_ms": 1798.46612,
        "blocked_train": 1798466120,
        "duration": 2771189466,
        "avg_accuracy": 24.03301886792453,
        "soft_acc": 25.072844764038635,
        "adapt_pct": 25.162153377133876,
        "stability": 99.86106264149221,
        "consistency": 100,
        "throughput": 1016.1701444631574,
        "availability": 26.10066738891898,
        "score": 66.50000149832273,
        "zero_downtime": 6.544179816801711,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 25603520,
        "heap_mib": 24.41741943359375,
        "mobile_score": 1099.2922432069815,
        "mobile_throughput": 16798.01402132362,
        "mobile_availability": 431.46256476231406,
        "mobile_accuracy": 414.47192696583073,
        "soft_acc_blocks": [
          24.9994605,
          24.95168745283019,
          25.267386339285714
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.917927656,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.047683340190149,
        "mobile_acc_per_sec": 149.5646299363606
      },
      "started": "2026-08-18T07:37:55.91239871+10:00",
      "ended": "2026-08-18T07:37:58.686121976+10:00"
    },
    {
      "cell": {
        "id": "float16|none|TweenSplit|bicameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 832,
        "total_correct": 217,
        "total_train": 60,
        "infer_ms": 874.701163,
        "train_ms": 1928.672017,
        "blocked_train": 1928672017,
        "duration": 2753691493,
        "avg_accuracy": 26.176303854875282,
        "soft_acc": 24.955171835600908,
        "adapt_pct": 24.91265963718821,
        "stability": 99.94140837392307,
        "consistency": 100,
        "throughput": 302.1398737349406,
        "availability": 31.20173829300885,
        "score": 23.5259623630858,
        "zero_downtime": 7.7864474067148475,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 25889064,
        "heap_mib": 24.689735412597656,
        "mobile_score": 777.8017250231761,
        "mobile_throughput": 9989.17329554449,
        "mobile_availability": 1031.573777662065,
        "mobile_accuracy": 825.0534198097823,
        "soft_acc_blocks": [
          24.9999395,
          24.993173102040817,
          24.872402904761906
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.067428603,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.06244286952188,
        "mobile_acc_per_sec": 299.61723087248623
      },
      "started": "2026-08-18T07:38:00.514164734+10:00",
      "ended": "2026-08-18T07:38:03.270713569+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|TweenSplit|bicameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1136,
        "total_correct": 267,
        "total_train": 76,
        "infer_ms": 827.585098,
        "train_ms": 1883.003129,
        "blocked_train": 1883003129,
        "duration": 2763043817,
        "avg_accuracy": 21.220238095238095,
        "soft_acc": 25.012275348789345,
        "adapt_pct": 25.01230550831316,
        "stability": 99.98022521595081,
        "consistency": 100,
        "throughput": 411.140783584613,
        "availability": 30.531568379013695,
        "score": 31.39734133515751,
        "zero_downtime": 7.636639951262805,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 25573224,
        "heap_mib": 24.388526916503906,
        "mobile_score": 1038.040692012048,
        "mobile_throughput": 13592.898167739286,
        "mobile_availability": 1009.4170085947997,
        "mobile_accuracy": 826.9413430486863,
        "soft_acc_blocks": [
          24.99824725,
          25.04024106779661,
          24.99833772857143
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.981419377,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.052435287090978,
        "mobile_acc_per_sec": 299.2863659855186
      },
      "started": "2026-08-18T07:38:05.1933273+10:00",
      "ended": "2026-08-18T07:38:07.959345333+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|TweenSplit|bicameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1024,
        "total_correct": 255,
        "total_train": 69,
        "infer_ms": 936.377843,
        "train_ms": 1907.887003,
        "blocked_train": 1907887003,
        "duration": 2731805227,
        "avg_accuracy": 21.83080808080808,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 374.8437076989311,
        "availability": 32.921612216136076,
        "score": 30.851147966307174,
        "zero_downtime": 8.230403054034019,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 24176152,
        "heap_mib": 23.056175231933594,
        "mobile_score": 2039.9655271735724,
        "mobile_throughput": 24785.73058671424,
        "mobile_availability": 2176.870503918975,
        "mobile_accuracy": 1653.0710051708916,
        "soft_acc_blocks": [
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.88345598,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.151457707493435,
        "mobile_acc_per_sec": 605.120375652203
      },
      "started": "2026-08-18T07:38:10.096825062+10:00",
      "ended": "2026-08-18T07:38:12.831945079+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|TweenSplit|bicameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 912,
        "total_correct": 207,
        "total_train": 60,
        "infer_ms": 917.711647,
        "train_ms": 1909.270905,
        "blocked_train": 1909270905,
        "duration": 2779798672,
        "avg_accuracy": 16.690534642662303,
        "soft_acc": 24.99189238488816,
        "adapt_pct": 24.98538833360611,
        "stability": 99.99016797440848,
        "consistency": 100,
        "throughput": 328.0813136527752,
        "availability": 32.46258617163195,
        "score": 26.617284881002515,
        "zero_downtime": 8.113014601365842,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 25853232,
        "heap_mib": 24.655563354492188,
        "mobile_score": 1760.0104749263521,
        "mobile_throughput": 21693.668277511188,
        "mobile_availability": 2146.5183981274527,
        "mobile_accuracy": 1652.534906632393,
        "soft_acc_blocks": [
          24.99757325,
          25.000042808510635,
          24.978061096153848
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.8347686589999999,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.990540443314579,
        "mobile_acc_per_sec": 594.4800691063834
      },
      "started": "2026-08-18T07:38:14.64171933+10:00",
      "ended": "2026-08-18T07:38:17.424989197+10:00"
    },
    {
      "cell": {
        "id": "int64|none|TweenSplit|bicameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 704,
        "total_correct": 174,
        "total_train": 51,
        "infer_ms": 840.427055,
        "train_ms": 1909.57985,
        "blocked_train": 1909579850,
        "duration": 2869713130,
        "avg_accuracy": 23.297720797720796,
        "soft_acc": 25.029600356695155,
        "adapt_pct": 25.06014559373219,
        "stability": 99.95662259242184,
        "consistency": 100,
        "throughput": 245.32068820412024,
        "availability": 30.560907082522395,
        "score": 18.765248940851293,
        "zero_downtime": 7.6492729081363,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 24303400,
        "heap_mib": 23.177528381347656,
        "mobile_score": 155.1014446446753,
        "mobile_throughput": 2027.6625831939998,
        "mobile_availability": 252.59674694919758,
        "mobile_accuracy": 206.87853310333884,
        "soft_acc_blocks": [
          24.999308,
          24.998549358974362,
          25.09094371111111
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.971802778,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.721986910480894,
        "mobile_acc_per_sec": 72.09031834598005
      },
      "started": "2026-08-18T07:38:19.319358176+10:00",
      "ended": "2026-08-18T07:38:22.192709168+10:00"
    },
    {
      "cell": {
        "id": "int32|none|TweenSplit|bicameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 752,
        "total_correct": 181,
        "total_train": 54,
        "infer_ms": 864.051987,
        "train_ms": 1942.614196,
        "blocked_train": 1942614196,
        "duration": 2937287966,
        "avg_accuracy": 18.280423280423282,
        "soft_acc": 25.02817826190476,
        "adapt_pct": 25.059194412698414,
        "stability": 99.95373165208295,
        "consistency": 100,
        "throughput": 256.0184798714421,
        "availability": 30.785705554638806,
        "score": 19.726483132232623,
        "zero_downtime": 7.705101265400116,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 25740840,
        "heap_mib": 24.548377990722656,
        "mobile_score": 326.09277299886423,
        "mobile_throughput": 4232.167258634085,
        "mobile_availability": 508.90957226101875,
        "mobile_accuracy": 413.7335579700316,
        "soft_acc_blocks": [
          25.000332333333333,
          24.990821666666665,
          25.093380785714285
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.950444449,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.520845947558946,
        "mobile_acc_per_sec": 140.85563375437587
      },
      "started": "2026-08-18T07:38:24.177446047+10:00",
      "ended": "2026-08-18T07:38:27.119277707+10:00"
    },
    {
      "cell": {
        "id": "int16|none|TweenSplit|bicameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 720,
        "total_correct": 190,
        "total_train": 49,
        "infer_ms": 859.746154,
        "train_ms": 1842.306435,
        "blocked_train": 1842306435,
        "duration": 2855211598,
        "avg_accuracy": 28.63928923380143,
        "soft_acc": 24.99615511283567,
        "adapt_pct": 24.992802163340723,
        "stability": 99.99587121489469,
        "consistency": 100,
        "throughput": 252.1704522720281,
        "availability": 31.81826132844375,
        "score": 20.055978380846256,
        "zero_downtime": 7.953341955865207,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 40632552,
        "heap_mib": 38.750221252441406,
        "mobile_score": 663.0791268342239,
        "mobile_throughput": 8337.113260234397,
        "mobile_availability": 1051.9569047400123,
        "mobile_accuracy": 826.4083851556557,
        "soft_acc_blocks": [
          25.00088166666667,
          24.996760853658536,
          24.990822818181815
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.199506118,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.754571860924358,
        "mobile_acc_per_sec": 289.43857811958065
      },
      "started": "2026-08-18T07:38:29.052412422+10:00",
      "ended": "2026-08-18T07:38:31.928640412+10:00"
    },
    {
      "cell": {
        "id": "int8|none|TweenSplit|bicameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2216,
        "total_correct": 476,
        "total_train": 119,
        "infer_ms": 508.758264,
        "train_ms": 1843.1395,
        "blocked_train": 1843139500,
        "duration": 2034037185,
        "avg_accuracy": 17.374067164179102,
        "soft_acc": 24.999385050373135,
        "adapt_pct": 25.00012285074627,
        "stability": 99.99926219962687,
        "consistency": 100,
        "throughput": 1089.458942216929,
        "availability": 21.631818856561488,
        "score": 58.91599697378138,
        "zero_downtime": 5.40782168935103,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 25934064,
        "heap_mib": 24.732650756835938,
        "mobile_score": 3895.69305352376,
        "mobile_throughput": 72038.11954811821,
        "mobile_availability": 1430.35730163563,
        "mobile_accuracy": 1653.0303429549792,
        "soft_acc_blocks": [
          24.99864725,
          25.00012285074627
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.290525087117881,
        "mobile_acc_per_sec": 812.6844263936007
      },
      "started": "2026-08-18T07:38:33.773168925+10:00",
      "ended": "2026-08-18T07:38:35.81055215+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|TweenSplit|bicameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 776,
        "total_correct": 225,
        "total_train": 50,
        "infer_ms": 906.29007,
        "train_ms": 1911.368305,
        "blocked_train": 1911368305,
        "duration": 2825670654,
        "avg_accuracy": 32.35054347826087,
        "soft_acc": 25.00299228780193,
        "adapt_pct": 25.00415557282609,
        "stability": 99.99828370266997,
        "consistency": 100,
        "throughput": 274.6250695924168,
        "availability": 32.16465409863607,
        "score": 22.085694079391434,
        "zero_downtime": 8.042125983680144,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 24475984,
        "heap_mib": 23.342117309570312,
        "mobile_score": 182.51732885936724,
        "mobile_throughput": 2269.5159119584664,
        "mobile_availability": 265.81038063216334,
        "mobile_accuracy": 206.6260335517023,
        "soft_acc_blocks": [
          25.000570666666665,
          25.004345675,
          25.00406052173913
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.069817558,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.848516104453951,
        "mobile_acc_per_sec": 73.12459902543982
      },
      "started": "2026-08-18T07:38:37.770045891+10:00",
      "ended": "2026-08-18T07:38:40.599348417+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|TweenSplit|bicameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 728,
        "total_correct": 226,
        "total_train": 56,
        "infer_ms": 816.891272,
        "train_ms": 1967.421848,
        "blocked_train": 1967421848,
        "duration": 2840387974,
        "avg_accuracy": 32.37887596899225,
        "soft_acc": 25.006970862984492,
        "adapt_pct": 25.012307454651165,
        "stability": 99.99279734592119,
        "consistency": 100,
        "throughput": 256.3030144698113,
        "availability": 29.339059106972858,
        "score": 18.804465099436012,
        "zero_downtime": 7.336809962354501,
        "weight_bytes": 63452,
        "weight_mib": 0.060512542724609375,
        "heap_bytes": 27740336,
        "heap_mib": 26.455245971679688,
        "mobile_score": 310.75318029543934,
        "mobile_throughput": 4235.535360598513,
        "mobile_availability": 484.8426092503494,
        "mobile_accuracy": 413.2526867494299,
        "soft_acc_blocks": [
          25.001105999999996,
          25.002690813953485,
          25.017115775
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.071086463,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.804068701842946,
        "mobile_acc_per_sec": 145.4916337247631
      },
      "started": "2026-08-18T07:38:42.6029129+10:00",
      "ended": "2026-08-18T07:38:45.446386079+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|TweenSplit|bicameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 760,
        "total_correct": 182,
        "total_train": 49,
        "infer_ms": 874.673415,
        "train_ms": 1907.923547,
        "blocked_train": 1907923547,
        "duration": 2052702924,
        "avg_accuracy": 27.171985815602838,
        "soft_acc": 24.99935923404255,
        "adapt_pct": 24.999461468085105,
        "stability": 99.99989776595744,
        "consistency": 100,
        "throughput": 370.24354138835923,
        "availability": 31.4337084006347,
        "score": 29.094573061457876,
        "zero_downtime": 7.858225683656079,
        "weight_bytes": 31736,
        "weight_mib": 0.03026580810546875,
        "heap_bytes": 24228136,
        "heap_mib": 23.105751037597656,
        "mobile_score": 961.3017091785749,
        "mobile_throughput": 12233.06313507815,
        "mobile_availability": 1038.588108769345,
        "mobile_accuracy": 825.993449338146,
        "soft_acc_blocks": [
          24.999257,
          24.999461468085105
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.080526195,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.178751704278543,
        "mobile_acc_per_sec": 402.39307874544926
      },
      "started": "2026-08-18T07:38:47.414087451+10:00",
      "ended": "2026-08-18T07:38:49.470333497+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|TweenSplit|bicameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1280,
        "total_correct": 303,
        "total_train": 87,
        "infer_ms": 613.890835,
        "train_ms": 1920.855922,
        "blocked_train": 1920855922,
        "duration": 2116886101,
        "avg_accuracy": 15.277777777777779,
        "soft_acc": 24.996274092592593,
        "adapt_pct": 24.99456285185185,
        "stability": 99.99828875925925,
        "consistency": 100,
        "throughput": 604.6617243106931,
        "availability": 24.219020432896052,
        "score": 36.60533030413175,
        "zero_downtime": 6.053852729947703,
        "weight_bytes": 15878,
        "weight_mib": 0.015142440795898438,
        "heap_bytes": 24932104,
        "heap_mib": 23.77710723876953,
        "mobile_score": 2417.3995987520625,
        "mobile_throughput": 39931.58913155368,
        "mobile_availability": 1599.413249114776,
        "mobile_accuracy": 1650.742732265674,
        "soft_acc_blocks": [
          24.997985333333332,
          24.99456285185185
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.808039214195112,
        "mobile_acc_per_sec": 779.79761475399
      },
      "started": "2026-08-18T07:38:51.384085002+10:00",
      "ended": "2026-08-18T07:38:53.504353496+10:00"
    },
    {
      "cell": {
        "id": "int4|none|TweenSplit|bicameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2240,
        "total_correct": 516,
        "total_train": 117,
        "infer_ms": 576.455752,
        "train_ms": 1831.661754,
        "blocked_train": 1831661754,
        "duration": 2799328953,
        "avg_accuracy": 24.084757834757834,
        "soft_acc": 24.999861424046433,
        "adapt_pct": 24.99988589253731,
        "stability": 99.99967108311206,
        "consistency": 100,
        "throughput": 800.1917736746962,
        "availability": 23.938024226962288,
        "score": 47.88725971872348,
        "zero_downtime": 5.984472884395234,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 24402848,
        "heap_mib": 23.272369384765625,
        "mobile_score": 6332.883244648781,
        "mobile_throughput": 105821.9055710327,
        "mobile_availability": 3165.7003016535764,
        "mobile_accuracy": 3306.123684270515,
        "soft_acc_blocks": [
          25.000056333333333,
          24.999398199999998,
          25.00012973880597
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.076361822,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.930662256486308,
        "mobile_acc_per_sec": 1181.041506653725
      },
      "started": "2026-08-18T07:38:55.455612206+10:00",
      "ended": "2026-08-18T07:38:58.258391365+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|TweenSplit|bicameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 680,
        "total_correct": 103,
        "total_train": 52,
        "infer_ms": 867.245699,
        "train_ms": 1968.107383,
        "blocked_train": 1968107383,
        "duration": 2766244327,
        "avg_accuracy": 10.526315789473685,
        "soft_acc": 24.995552824561404,
        "adapt_pct": 24.994967728070176,
        "stability": 99.99909828364534,
        "consistency": 100,
        "throughput": 245.82065776433492,
        "availability": 30.586867805129316,
        "score": 18.793866127410613,
        "zero_downtime": 7.645356699609863,
        "weight_bytes": 7949,
        "weight_mib": 0.007580757141113281,
        "heap_bytes": 26424648,
        "heap_mib": 25.20050811767578,
        "mobile_score": 2479.154229263519,
        "mobile_throughput": 32426.92691356086,
        "mobile_availability": 4034.8038112506324,
        "mobile_accuracy": 3297.2369856041387,
        "soft_acc_blocks": [
          24.9968175,
          24.994778763157896,
          24.995062210526317
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.035916524289506,
        "mobile_acc_per_sec": 1191.9543597148563
      },
      "started": "2026-08-18T07:39:00.245114104+10:00",
      "ended": "2026-08-18T07:39:03.014809731+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|TweenSplit|bicameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 808,
        "total_correct": 204,
        "total_train": 55,
        "infer_ms": 563.533516,
        "train_ms": 1938.604058,
        "blocked_train": 1938604058,
        "duration": 2804481787,
        "avg_accuracy": 23.109649122807017,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 288.11026826611374,
        "availability": 22.522083591875273,
        "score": 16.22210886391756,
        "zero_downtime": 5.630520897968818,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 25376360,
        "heap_mib": 24.200782775878906,
        "mobile_score": 2145.3038244534264,
        "mobile_throughput": 38101.33846101759,
        "mobile_availability": 2978.4482689411284,
        "mobile_accuracy": 3306.142010341783,
        "soft_acc_blocks": [
          25,
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.975203485,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.914302854768371,
        "mobile_acc_per_sec": 1178.878046442376
      },
      "started": "2026-08-18T07:39:04.970393679+10:00",
      "ended": "2026-08-18T07:39:07.784065772+10:00"
    },
    {
      "cell": {
        "id": "int2|none|TweenSplit|bicameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1816,
        "total_correct": 209,
        "total_train": 95,
        "infer_ms": 484.725337,
        "train_ms": 1848.075779,
        "blocked_train": 1848075779,
        "duration": 2244096231,
        "avg_accuracy": 17.03972868217054,
        "soft_acc": 24.99767869379845,
        "adapt_pct": 24.998803387596897,
        "stability": 99.99887530620155,
        "consistency": 100,
        "throughput": 809.2344592507807,
        "availability": 20.778682489279124,
        "score": 42.033161484427424,
        "zero_downtime": 5.1941882854745565,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 24255032,
        "heap_mib": 23.13140106201172,
        "mobile_score": 11116.006137880195,
        "mobile_throughput": 214008.5327473762,
        "mobile_availability": 5495.088970965535,
        "mobile_accuracy": 6610.836301142093,
        "soft_acc_blocks": [
          24.996554,
          24.998803387596897
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.139307819548872,
        "mobile_acc_per_sec": 2945.879151624534
      },
      "started": "2026-08-18T07:39:09.687494123+10:00",
      "ended": "2026-08-18T07:39:11.934760196+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|TweenSplit|bicameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 680,
        "total_correct": 205,
        "total_train": 47,
        "infer_ms": 893.896763,
        "train_ms": 1928.353168,
        "blocked_train": 1928353168,
        "duration": 2891087950,
        "avg_accuracy": 28.00986842105263,
        "soft_acc": 25.000296352192986,
        "adapt_pct": 25.001456160526317,
        "stability": 99.99841050583716,
        "consistency": 100,
        "throughput": 235.2055737356589,
        "availability": 31.673196380707072,
        "score": 18.62450159077452,
        "zero_downtime": 7.9183929593888305,
        "weight_bytes": 3985,
        "weight_mib": 0.0038003921508789062,
        "heap_bytes": 25628568,
        "heap_mib": 24.441307067871094,
        "mobile_score": 4900.678890852693,
        "mobile_throughput": 61889.81673411349,
        "mobile_availability": 8334.191610563688,
        "mobile_accuracy": 6578.3464862728015,
        "soft_acc_blocks": [
          24.999061,
          24.999287631578948,
          25.002540425
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.070486565,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.647366245704488,
        "mobile_acc_per_sec": 2275.3878816702204
      },
      "started": "2026-08-18T07:39:13.873497681+10:00",
      "ended": "2026-08-18T07:39:16.767752243+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|TweenSplit|bicameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1960,
        "total_correct": 628,
        "total_train": 108,
        "infer_ms": 487.107612,
        "train_ms": 1861.922002,
        "blocked_train": 1861922002,
        "duration": 2907583549,
        "avg_accuracy": 34.38246885329266,
        "soft_acc": 25.003538263342232,
        "adapt_pct": 25.00315871436562,
        "stability": 99.9992190733235,
        "consistency": 100,
        "throughput": 674.099287937607,
        "availability": 20.736546235810888,
        "score": 34.9511735878603,
        "zero_downtime": 5.184870272566628,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 24055856,
        "heap_mib": 22.941452026367188,
        "mobile_score": 9243.117729146079,
        "mobile_throughput": 178270.95458977658,
        "mobile_availability": 5483.945701327021,
        "mobile_accuracy": 6612.385911228838,
        "soft_acc_blocks": [
          25.003663875,
          25.00442568695652,
          25.002525228070173
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.0729325,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.599422111856994,
        "mobile_acc_per_sec": 2274.1860379224613
      },
      "started": "2026-08-18T07:39:18.93846846+10:00",
      "ended": "2026-08-18T07:39:21.8494131+10:00"
    },
    {
      "cell": {
        "id": "binary|none|TweenSplit|bicameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2136,
        "total_correct": 440,
        "total_train": 122,
        "infer_ms": 568.416667,
        "train_ms": 1841.008786,
        "blocked_train": 1841008786,
        "duration": 2062465185,
        "avg_accuracy": 25.9744623655914,
        "soft_acc": 25.000141600358422,
        "adapt_pct": 24.99867564516129,
        "stability": 99.99853404480287,
        "consistency": 100,
        "throughput": 1035.6538454732752,
        "availability": 23.59137803131691,
        "score": 61.081599410462985,
        "zero_downtime": 5.897877913305076,
        "weight_bytes": 1983,
        "weight_mib": 0.0018911361694335938,
        "heap_bytes": 24219880,
        "heap_mib": 23.097877502441406,
        "mobile_score": 32298.890158056296,
        "mobile_throughput": 547635.7875294932,
        "mobile_availability": 12474.71145263044,
        "mobile_accuracy": 13219.641189479291,
        "soft_acc_blocks": [
          25.001607555555555,
          24.99867564516129
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.076807028,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.12148538660468,
        "mobile_acc_per_sec": 6409.631195534236
      },
      "started": "2026-08-18T07:39:23.793936134+10:00",
      "ended": "2026-08-18T07:39:25.859680744+10:00"
    },
    {
      "cell": {
        "id": "int|none|TweenSplit|bicameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 632,
        "total_correct": 141,
        "total_train": 43,
        "infer_ms": 1002.829121,
        "train_ms": 1926.232612,
        "blocked_train": 1926232612,
        "duration": 2021050833,
        "avg_accuracy": 9.375,
        "soft_acc": 24.989008092105262,
        "adapt_pct": 24.981871684210525,
        "stability": 99.99286359210527,
        "consistency": 100,
        "throughput": 312.7086116195673,
        "availability": 34.23721356575451,
        "score": 26.753910564630026,
        "zero_downtime": 8.555540068457754,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 24357216,
        "heap_mib": 23.228851318359375,
        "mobile_score": 221.13056914662548,
        "mobile_throughput": 2584.6476946777607,
        "mobile_availability": 282.98272521696146,
        "mobile_accuracy": 206.54302362519996,
        "soft_acc_blocks": [
          24.9961445,
          24.981871684210525
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.364363965557548,
        "mobile_acc_per_sec": 102.19585784421484
      },
      "started": "2026-08-18T07:39:27.763773331+10:00",
      "ended": "2026-08-18T07:39:29.788456817+10:00"
    },
    {
      "cell": {
        "id": "uint|none|TweenSplit|bicameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 624,
        "total_correct": 187,
        "total_train": 44,
        "infer_ms": 901.737728,
        "train_ms": 1968.278413,
        "blocked_train": 1968278413,
        "duration": 2979022211,
        "avg_accuracy": 32.40279753437648,
        "soft_acc": 25.002246497866285,
        "adapt_pct": 25.00318607681366,
        "stability": 99.998354329882,
        "consistency": 100,
        "throughput": 209.4647021079226,
        "availability": 31.419256328147593,
        "score": 16.454541388899315,
        "zero_downtime": 7.855519914959912,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 25735008,
        "heap_mib": 24.542816162109375,
        "mobile_score": 135.98118904989192,
        "mobile_throughput": 1731.0272333589503,
        "mobile_availability": 259.6503745432339,
        "mobile_accuracy": 206.61987030474006,
        "soft_acc_blocks": [
          25.001669,
          25.000582756756756,
          25.004487736842105
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.071197917,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.392769414590404,
        "mobile_acc_per_sec": 69.35828458807688
      },
      "started": "2026-08-18T07:39:31.809073427+10:00",
      "ended": "2026-08-18T07:39:34.791248396+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|TweenSplit|bicameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 560,
        "total_correct": 171,
        "total_train": 37,
        "infer_ms": 968.524965,
        "train_ms": 1959.19727,
        "blocked_train": 1959197270,
        "duration": 2916354794,
        "avg_accuracy": 33.1712962962963,
        "soft_acc": 25.001137440740745,
        "adapt_pct": 25.002037903703705,
        "stability": 99.99886614321638,
        "consistency": 100,
        "throughput": 192.0205323275903,
        "availability": 33.08117667111956,
        "score": 15.881385418546861,
        "zero_downtime": 8.270670446560864,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 24873800,
        "heap_mib": 23.72150421142578,
        "mobile_score": 131.24459818919794,
        "mobile_throughput": 1586.8677036185438,
        "mobile_availability": 273.38457101837787,
        "mobile_accuracy": 206.6107049987561,
        "soft_acc_blocks": [
          24.999973,
          25.000764933333336,
          25.002674388888888
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.075545622,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.572735214582655,
        "mobile_acc_per_sec": 70.84553135435691
      },
      "started": "2026-08-18T07:39:36.854021164+10:00",
      "ended": "2026-08-18T07:39:39.774203924+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|TweenSplit|bicameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 648,
        "total_correct": 167,
        "total_train": 48,
        "infer_ms": 890.580652,
        "train_ms": 1875.672736,
        "blocked_train": 1875672736,
        "duration": 3017785904,
        "avg_accuracy": 33.333333333333336,
        "soft_acc": 24.962341286324786,
        "adapt_pct": 24.93484226495727,
        "stability": 99.96631220702116,
        "consistency": 100,
        "throughput": 214.7269622875142,
        "availability": 32.19447126077952,
        "score": 17.256518992791378,
        "zero_downtime": 8.036493791443535,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 40526616,
        "heap_mib": 38.649192810058594,
        "mobile_score": 142.63125598582113,
        "mobile_throughput": 1774.7945769295661,
        "mobile_availability": 266.09873484001093,
        "mobile_accuracy": 206.3226130080188,
        "soft_acc_blocks": [
          25.0030545,
          24.963411923076926,
          24.920557435897436
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.137706045,
        "time_to_acc50_sec": 0.137706045,
        "acc_per_sec": 8.271740302464076,
        "mobile_acc_per_sec": 68.36887028153433
      },
      "started": "2026-08-18T07:39:41.661250144+10:00",
      "ended": "2026-08-18T07:39:44.942195438+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|TweenSplit|bicameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 696,
        "total_correct": 152,
        "total_train": 48,
        "infer_ms": 987.587917,
        "train_ms": 1929.515448,
        "blocked_train": 1929515448,
        "duration": 2842233260,
        "avg_accuracy": 15.014410653945538,
        "soft_acc": 24.938201530709602,
        "adapt_pct": 24.877446735837804,
        "stability": 99.91401580411734,
        "consistency": 100,
        "throughput": 244.87786058769856,
        "availability": 33.855088196369074,
        "score": 20.674670753363003,
        "zero_downtime": 8.442850122809999,
        "weight_bytes": 253728,
        "weight_mib": 0.241973876953125,
        "heap_bytes": 25031824,
        "heap_mib": 23.872207641601562,
        "mobile_score": 85.44174690959754,
        "mobile_throughput": 1012.0012278645108,
        "mobile_availability": 139.91216168730253,
        "mobile_accuracy": 103.06154467881098,
        "soft_acc_blocks": [
          24.998866,
          24.999136976744186,
          24.816601615384613
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.99611567,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.77415723813942,
        "mobile_acc_per_sec": 36.26076231294646
      },
      "started": "2026-08-18T07:39:46.801129638+10:00",
      "ended": "2026-08-18T07:39:49.647666801+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|TweenSplit|bicameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 592,
        "total_correct": 118,
        "total_train": 37,
        "infer_ms": 925.24327,
        "train_ms": 1967.478064,
        "blocked_train": 1967478064,
        "duration": 2852468552,
        "avg_accuracy": 13.582589285714286,
        "soft_acc": 24.997547742559522,
        "adapt_pct": 24.997890294642858,
        "stability": 99.9994617660547,
        "consistency": 100,
        "throughput": 207.53953609231587,
        "availability": 31.985219562113553,
        "score": 16.593866217376895,
        "zero_downtime": 7.995520530601823,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 25916056,
        "heap_mib": 24.715476989746094,
        "mobile_score": 2194.467128610442,
        "mobile_throughput": 27446.20716326601,
        "mobile_availability": 4229.907124172378,
        "mobile_accuracy": 3305.817709888018,
        "soft_acc_blocks": [
          24.9967955,
          24.998024571428573,
          24.99782315625
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.929147939,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.763478820838381,
        "mobile_acc_per_sec": 1158.9322194525698
      },
      "started": "2026-08-18T07:39:51.508048388+10:00",
      "ended": "2026-08-18T07:39:54.370121673+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|TweenSplit|bicameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 70,
        "total_train": 20,
        "infer_ms": 1146.446746,
        "train_ms": 1998.736995,
        "blocked_train": 1998736995,
        "duration": 2933203740,
        "avg_accuracy": 14.534600389863547,
        "soft_acc": 24.999380914230017,
        "adapt_pct": 24.99999761793372,
        "stability": 99.9989469502218,
        "consistency": 100,
        "throughput": 111.82312211288809,
        "availability": 36.450867116446794,
        "score": 10.189872069267011,
        "zero_downtime": 9.112491116980346,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 24045280,
        "heap_mib": 22.931365966796875,
        "mobile_score": 898.3399440813624,
        "mobile_throughput": 9858.335471047902,
        "mobile_availability": 3213.511387043494,
        "mobile_accuracy": 2203.947439172663,
        "soft_acc_blocks": [
          24.997937,
          25.000418631578945,
          24.99978711111111
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.071771281,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.522892758288252,
        "mobile_acc_per_sec": 751.3789134786331
      },
      "started": "2026-08-18T07:39:56.305860851+10:00",
      "ended": "2026-08-18T07:39:59.244250733+10:00"
    },
    {
      "cell": {
        "id": "int6|none|TweenSplit|bicameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 296,
        "total_correct": 53,
        "total_train": 21,
        "infer_ms": 1016.443609,
        "train_ms": 1927.945164,
        "blocked_train": 1927945164,
        "duration": 2041618670,
        "avg_accuracy": 7.638888888888889,
        "soft_acc": 25.000109305555554,
        "adapt_pct": 25.00134961111111,
        "stability": 99.99875969444444,
        "consistency": 100,
        "throughput": 144.98300017995035,
        "availability": 34.52137904888011,
        "score": 12.512587469713596,
        "zero_downtime": 8.630382496005181,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 24247344,
        "heap_mib": 23.124069213867188,
        "mobile_score": 1103.110721257979,
        "mobile_throughput": 12781.712997872173,
        "mobile_availability": 3043.4075632721124,
        "mobile_accuracy": 2204.011654210713,
        "soft_acc_blocks": [
          24.998869,
          25.00134961111111
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.245239364682902,
        "mobile_acc_per_sec": 1079.541290740015
      },
      "started": "2026-08-18T07:40:01.176797041+10:00",
      "ended": "2026-08-18T07:40:03.223269249+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|TweenSplit|bicameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 280,
        "total_correct": 63,
        "total_train": 26,
        "infer_ms": 939.433505,
        "train_ms": 2010.252176,
        "blocked_train": 2010252176,
        "duration": 2972060873,
        "avg_accuracy": 15.816993464052288,
        "soft_acc": 25.000272219607847,
        "adapt_pct": 25.00194441960784,
        "stability": 99.99775913319415,
        "consistency": 100,
        "throughput": 94.21072177346348,
        "availability": 31.8485969895448,
        "score": 7.501279953573036,
        "zero_downtime": 7.962235945512029,
        "weight_bytes": 11914,
        "weight_mib": 0.011362075805664062,
        "heap_bytes": 24244640,
        "heap_mib": 23.121490478515625,
        "mobile_score": 660.2033010406077,
        "mobile_throughput": 8291.682205332487,
        "mobile_availability": 2803.061476994202,
        "mobile_accuracy": 2200.3261241352625,
        "soft_acc_blocks": [
          24.998407,
          24.99898605882353,
          25.0034236
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 2.009074833,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.411763179794011,
        "mobile_acc_per_sec": 740.3368296135375
      },
      "started": "2026-08-18T07:40:05.214355089+10:00",
      "ended": "2026-08-18T07:40:08.191899448+10:00"
    },
    {
      "cell": {
        "id": "int5|none|TweenSplit|bicameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 360,
        "total_correct": 58,
        "total_train": 24,
        "infer_ms": 1095.281304,
        "train_ms": 1981.627034,
        "blocked_train": 1981627034,
        "duration": 2989831420,
        "avg_accuracy": 12.083333333333334,
        "soft_acc": 25.001001283333334,
        "adapt_pct": 25.001796383333332,
        "stability": 99.99891777547744,
        "consistency": 100,
        "throughput": 120.40812655584442,
        "availability": 35.59681289407329,
        "score": 10.715793044446267,
        "zero_downtime": 8.899559648473028,
        "weight_bytes": 9912,
        "weight_mib": 0.00945281982421875,
        "heap_bytes": 24233280,
        "heap_mib": 23.11065673828125,
        "mobile_score": 1133.6080919464578,
        "mobile_throughput": 12737.799809465407,
        "mobile_availability": 3765.7348342630944,
        "mobile_accuracy": 2644.8194029128867,
        "soft_acc_blocks": [
          25.0001425,
          25.00033355,
          25.0025278
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.362010351517858,
        "mobile_acc_per_sec": 884.6048593980215
      },
      "started": "2026-08-18T07:40:10.28826171+10:00",
      "ended": "2026-08-18T07:40:13.28327+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|TweenSplit|bicameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 344,
        "total_correct": 108,
        "total_train": 24,
        "infer_ms": 1014.597345,
        "train_ms": 2021.789596,
        "blocked_train": 2021789596,
        "duration": 2880487062,
        "avg_accuracy": 27.060185185185187,
        "soft_acc": 24.99907115925926,
        "adapt_pct": 25.00036889259259,
        "stability": 99.99836991440955,
        "consistency": 100,
        "throughput": 119.42424756497655,
        "availability": 33.4146261565021,
        "score": 9.975920810574914,
        "zero_downtime": 8.353346170464418,
        "weight_bytes": 9932,
        "weight_mib": 0.009471893310546875,
        "heap_bytes": 24558560,
        "heap_mib": 23.420867919921875,
        "mobile_score": 1053.2129621294202,
        "mobile_throughput": 12608.27626003754,
        "mobile_availability": 3527.766314607365,
        "mobile_accuracy": 2639.2897744554407,
        "soft_acc_blocks": [
          24.9973805,
          24.998559277777776,
          25.0012737
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.032410303,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.678765299470474,
        "mobile_acc_per_sec": 916.2651029659235
      },
      "started": "2026-08-18T07:40:15.425320707+10:00",
      "ended": "2026-08-18T07:40:18.310928495+10:00"
    },
    {
      "cell": {
        "id": "int3|none|TweenSplit|bicameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 408,
        "total_correct": 143,
        "total_train": 29,
        "infer_ms": 1001.474231,
        "train_ms": 1954.208337,
        "blocked_train": 1954208337,
        "duration": 2093294221,
        "avg_accuracy": 20.833333333333336,
        "soft_acc": 24.99956177083333,
        "adapt_pct": 24.999606041666667,
        "stability": 99.99995572916667,
        "consistency": 100,
        "throughput": 194.90810030760602,
        "availability": 33.88301036933273,
        "score": 16.509893549725103,
        "zero_downtime": 8.470604107099199,
        "weight_bytes": 5947,
        "weight_mib": 0.005671501159667969,
        "heap_bytes": 26238424,
        "heap_mib": 25.022911071777344,
        "mobile_score": 2911.0270958124347,
        "mobile_throughput": 34366.22770945826,
        "mobile_availability": 5974.257857917175,
        "mobile_accuracy": 4407.9267670108175,
        "soft_acc_blocks": [
          24.9995175,
          24.999606041666667
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.103714723,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.942688954107295,
        "mobile_acc_per_sec": 2105.736844247858
      },
      "started": "2026-08-18T07:40:20.376643209+10:00",
      "ended": "2026-08-18T07:40:22.474447739+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|TweenSplit|bicameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 392,
        "total_correct": 123,
        "total_train": 28,
        "infer_ms": 902.69789,
        "train_ms": 1954.201092,
        "blocked_train": 1954201092,
        "duration": 2901383691,
        "avg_accuracy": 33.34935897435897,
        "soft_acc": 25.004026567948717,
        "adapt_pct": 25.00218578589744,
        "stability": 99.99765846225297,
        "consistency": 100,
        "throughput": 135.1079490851112,
        "availability": 31.597123163523882,
        "score": 10.67427521995358,
        "zero_downtime": 7.90055307051499,
        "weight_bytes": 5967,
        "weight_mib": 0.005690574645996094,
        "heap_bytes": 25646384,
        "heap_mib": 24.458297729492188,
        "mobile_score": 1875.7816009783887,
        "mobile_throughput": 23742.408717926857,
        "mobile_availability": 5552.536453547045,
        "mobile_accuracy": 4393.937013995876,
        "soft_acc_blocks": [
          25.007235,
          25.003132049999998,
          25.001712653846155
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.069172447,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.617966195064243,
        "mobile_acc_per_sec": 1514.428108087093
      },
      "started": "2026-08-18T07:40:24.406359476+10:00",
      "ended": "2026-08-18T07:40:27.311701601+10:00"
    },
    {
      "cell": {
        "id": "float64|none|TweenSplit|tricameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1040,
        "total_correct": 219,
        "total_train": 60,
        "infer_ms": 1099.673832,
        "train_ms": 1493.07504,
        "blocked_train": 1493075040,
        "duration": 2280418590,
        "avg_accuracy": 15.905448717948717,
        "soft_acc": 25.024260798076924,
        "adapt_pct": 25.048368846153846,
        "stability": 99.97589195192307,
        "consistency": 100,
        "throughput": 456.05662248175236,
        "availability": 42.41343401498546,
        "score": 48.40424614756118,
        "zero_downtime": 10.613648341330231,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 25171040,
        "heap_mib": 24.004974365234375,
        "mobile_score": 301.5132283553436,
        "mobile_throughput": 2840.806654402065,
        "mobile_availability": 264.19606611596686,
        "mobile_accuracy": 155.87776405881277,
        "soft_acc_blocks": [
          25.00015275,
          25.048368846153846
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.973538326609118,
        "mobile_acc_per_sec": 68.3548909583362
      },
      "started": "2026-08-18T07:40:29.34705075+10:00",
      "ended": "2026-08-18T07:40:31.630795743+10:00"
    },
    {
      "cell": {
        "id": "float32|none|TweenSplit|tricameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2120,
        "total_correct": 544,
        "total_train": 103,
        "infer_ms": 608.618747,
        "train_ms": 1835.392997,
        "blocked_train": 1835392997,
        "duration": 2107497415,
        "avg_accuracy": 30.081181533646323,
        "soft_acc": 25.010624269561816,
        "adapt_pct": 25.01649831690141,
        "stability": 99.99412595266041,
        "consistency": 100,
        "throughput": 1005.9324319503376,
        "availability": 24.902447727354293,
        "score": 62.65206349601501,
        "zero_downtime": 6.228257635012618,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 24855936,
        "heap_mib": 23.7044677734375,
        "mobile_score": 780.5276367787928,
        "mobile_throughput": 12532.038372834773,
        "mobile_availability": 310.23796488164453,
        "mobile_accuracy": 311.58564245413993,
        "soft_acc_blocks": [
          25.004750222222224,
          25.01649831690141
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071745309,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.867451932111535,
        "mobile_acc_per_sec": 147.8462750352365
      },
      "started": "2026-08-18T07:40:33.62505799+10:00",
      "ended": "2026-08-18T07:40:35.735799672+10:00"
    },
    {
      "cell": {
        "id": "float16|none|TweenSplit|tricameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 616,
        "total_correct": 177,
        "total_train": 47,
        "infer_ms": 832.954554,
        "train_ms": 1959.843096,
        "blocked_train": 1959843096,
        "duration": 2911705420,
        "avg_accuracy": 25.638544891640866,
        "soft_acc": 25.035242579979364,
        "adapt_pct": 25.070396089783284,
        "stability": 99.95011169348018,
        "consistency": 100,
        "throughput": 211.55986308532542,
        "availability": 29.825095061935478,
        "score": 15.796719908068294,
        "zero_downtime": 7.466784898464994,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 25457200,
        "heap_mib": 24.277877807617188,
        "mobile_score": 393.5952232278923,
        "mobile_throughput": 5271.2811280904425,
        "mobile_availability": 743.129903993538,
        "mobile_accuracy": 623.7846811981856,
        "soft_acc_blocks": [
          25.0003335,
          24.999600210526317,
          25.105794029411765
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.031456534,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.598137163195362,
        "mobile_acc_per_sec": 214.23344439774596
      },
      "started": "2026-08-18T07:40:37.661277799+10:00",
      "ended": "2026-08-18T07:40:40.576728165+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|TweenSplit|tricameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 808,
        "total_correct": 207,
        "total_train": 55,
        "infer_ms": 815.40399,
        "train_ms": 1937.071803,
        "blocked_train": 1937071803,
        "duration": 2133152534,
        "avg_accuracy": 36.16898148148148,
        "soft_acc": 24.989604328703702,
        "adapt_pct": 24.978133407407405,
        "stability": 99.9885290787037,
        "consistency": 100,
        "throughput": 378.7821016647467,
        "availability": 29.624383693898668,
        "score": 28.041300613794803,
        "zero_downtime": 7.403016269922295,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 27751832,
        "heap_mib": 26.466209411621094,
        "mobile_score": 698.684412898263,
        "mobile_throughput": 9437.834355936066,
        "mobile_availability": 738.1289268181135,
        "mobile_accuracy": 622.6475465396544,
        "soft_acc_blocks": [
          25.00107525,
          24.978133407407405
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.077717751,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.714869860639652,
        "mobile_acc_per_sec": 291.8907750924362
      },
      "started": "2026-08-18T07:40:42.813215048+10:00",
      "ended": "2026-08-18T07:40:44.950187163+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|TweenSplit|tricameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 760,
        "total_correct": 186,
        "total_train": 58,
        "infer_ms": 870.368112,
        "train_ms": 1953.768971,
        "blocked_train": 1953768971,
        "duration": 2088351364,
        "avg_accuracy": 20.244565217391305,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 363.9234341027298,
        "availability": 30.81890455102954,
        "score": 28.039303948737295,
        "zero_downtime": 7.704726137757385,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 26468056,
        "heap_mib": 25.241905212402344,
        "mobile_score": 1397.269326934282,
        "mobile_throughput": 18135.223782801255,
        "mobile_availability": 1535.7838446203,
        "mobile_accuracy": 1245.813135633495,
        "soft_acc_blocks": [
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.052025885,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.971165595484534,
        "mobile_acc_per_sec": 596.553413907936
      },
      "started": "2026-08-18T07:40:47.111490557+10:00",
      "ended": "2026-08-18T07:40:49.213403525+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|TweenSplit|tricameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 656,
        "total_correct": 155,
        "total_train": 48,
        "infer_ms": 853.081405,
        "train_ms": 1915.129617,
        "blocked_train": 1915129617,
        "duration": 3032614041,
        "avg_accuracy": 32.9059829059829,
        "soft_acc": 24.996597923076923,
        "adapt_pct": 24.992251196581197,
        "stability": 99.9946262696521,
        "consistency": 100,
        "throughput": 216.31503090438932,
        "availability": 30.817065542339282,
        "score": 16.663218322292007,
        "zero_downtime": 7.703217965309635,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 28820344,
        "heap_mib": 27.48522186279297,
        "mobile_score": 830.3702507136044,
        "mobile_throughput": 10779.524277426144,
        "mobile_availability": 1535.6922021729852,
        "mobile_accuracy": 1245.6436015487268,
        "soft_acc_blocks": [
          25.003635666666668,
          24.995562615384618,
          24.990595487179487
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.074030722,
        "time_to_acc50_sec": 0.074030722,
        "acc_per_sec": 8.242591238163078,
        "mobile_acc_per_sec": 410.7491374464446
      },
      "started": "2026-08-18T07:40:51.405319855+10:00",
      "ended": "2026-08-18T07:40:54.441864049+10:00"
    },
    {
      "cell": {
        "id": "int64|none|TweenSplit|tricameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 584,
        "total_correct": 182,
        "total_train": 44,
        "infer_ms": 859.244,
        "train_ms": 1983.714302,
        "blocked_train": 1983714302,
        "duration": 2973177982,
        "avg_accuracy": 32.93350168350168,
        "soft_acc": 25.15517102104377,
        "adapt_pct": 25.302392495791242,
        "stability": 99.79572557116596,
        "consistency": 100,
        "throughput": 196.42281879376569,
        "availability": 30.22358785197547,
        "score": 14.933624664216774,
        "zero_downtime": 7.602795212859839,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 27784736,
        "heap_mib": 26.497589111328125,
        "mobile_score": 93.02252884650798,
        "mobile_throughput": 1223.5306389571551,
        "mobile_availability": 188.2647137598198,
        "mobile_accuracy": 156.69321243561683,
        "soft_acc_blocks": [
          25.002224,
          25.01940063888889,
          25.443888424242424
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.075064888,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.460701368480594,
        "mobile_acc_per_sec": 52.70226450762705
      },
      "started": "2026-08-18T07:40:56.425833557+10:00",
      "ended": "2026-08-18T07:40:59.403765754+10:00"
    },
    {
      "cell": {
        "id": "int32|none|TweenSplit|tricameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 632,
        "total_correct": 106,
        "total_train": 44,
        "infer_ms": 947.433772,
        "train_ms": 1940.529689,
        "blocked_train": 1940529689,
        "duration": 2970550160,
        "avg_accuracy": 17.36111111111111,
        "soft_acc": 24.99666511788618,
        "adapt_pct": 24.994659617886175,
        "stability": 99.99691501250425,
        "consistency": 100,
        "throughput": 212.75520222153057,
        "availability": 32.80629359735518,
        "score": 17.446946420230557,
        "zero_downtime": 8.20047934812141,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 24930680,
        "heap_mib": 23.77574920654297,
        "mobile_score": 217.35635027017008,
        "mobile_throughput": 2650.532256019433,
        "mobile_availability": 408.70511495034106,
        "mobile_accuracy": 311.4117375089419,
        "soft_acc_blocks": [
          24.9983535,
          24.999304853658536,
          24.992337
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.41482680699328,
        "mobile_acc_per_sec": 104.83301770233089
      },
      "started": "2026-08-18T07:41:01.458590562+10:00",
      "ended": "2026-08-18T07:41:04.432995198+10:00"
    },
    {
      "cell": {
        "id": "int16|none|TweenSplit|tricameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 576,
        "total_correct": 137,
        "total_train": 36,
        "infer_ms": 899.758124,
        "train_ms": 1790.11975,
        "blocked_train": 1790119750,
        "duration": 2288812107,
        "avg_accuracy": 27.13068181818182,
        "soft_acc": 24.999357488636363,
        "adapt_pct": 24.997699977272728,
        "stability": 99.99834248863637,
        "consistency": 100,
        "throughput": 251.6589274577793,
        "availability": 33.44977601760072,
        "score": 21.044296028856937,
        "zero_downtime": 8.362229085788156,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 39331520,
        "heap_mib": 37.50946044921875,
        "mobile_score": 524.3452084581953,
        "mobile_throughput": 6270.399950526765,
        "mobile_availability": 833.4434069345047,
        "mobile_accuracy": 622.8905588348152,
        "soft_acc_blocks": [
          25.001015,
          24.997699977272728
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.138515826,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.922415785978872,
        "mobile_acc_per_sec": 272.14578118046245
      },
      "started": "2026-08-18T07:41:06.389735233+10:00",
      "ended": "2026-08-18T07:41:08.695284566+10:00"
    },
    {
      "cell": {
        "id": "int8|none|TweenSplit|tricameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1792,
        "total_correct": 385,
        "total_train": 107,
        "infer_ms": 489.278144,
        "train_ms": 1873.512696,
        "blocked_train": 1873512696,
        "duration": 2023951637,
        "avg_accuracy": 15,
        "soft_acc": 25.00018937254902,
        "adapt_pct": 25.001322245098038,
        "stability": 99.99886712745098,
        "consistency": 100,
        "throughput": 885.3966504141323,
        "availability": 20.707636736902195,
        "score": 45.836527716688224,
        "zero_downtime": 5.17694839880508,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 26410376,
        "heap_mib": 25.18689727783203,
        "mobile_score": 2284.149932851158,
        "mobile_throughput": 44121.55109327294,
        "mobile_availability": 1031.913834190379,
        "mobile_accuracy": 1245.8225725458587,
        "soft_acc_blocks": [
          24.999056500000002,
          25.001322245098038
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.352167371748823,
        "mobile_acc_per_sec": 615.5396946107259
      },
      "started": "2026-08-18T07:41:10.724985003+10:00",
      "ended": "2026-08-18T07:41:12.753465074+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|TweenSplit|tricameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 600,
        "total_correct": 163,
        "total_train": 40,
        "infer_ms": 902.206765,
        "train_ms": 1957.53788,
        "blocked_train": 1957537880,
        "duration": 2986284386,
        "avg_accuracy": 24.600103199174402,
        "soft_acc": 25.00069874613003,
        "adapt_pct": 24.99993266769866,
        "stability": 99.9970590949862,
        "consistency": 100,
        "throughput": 200.91857386820226,
        "availability": 31.548507891340066,
        "score": 15.84714594589115,
        "zero_downtime": 7.88734741681299,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 24818208,
        "heap_mib": 23.668487548828125,
        "mobile_score": 98.69884121738393,
        "mobile_throughput": 1251.356584179283,
        "mobile_availability": 196.48971377209432,
        "mobile_accuracy": 155.70879477561203,
        "soft_acc_blocks": [
          24.999877,
          25.00464047368421,
          24.99757876470588
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.058860595,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.371841229634997,
        "mobile_acc_per_sec": 52.14131497508759
      },
      "started": "2026-08-18T07:41:14.903600876+10:00",
      "ended": "2026-08-18T07:41:17.894209269+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|TweenSplit|tricameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 592,
        "total_correct": 124,
        "total_train": 43,
        "infer_ms": 934.152825,
        "train_ms": 1897.347819,
        "blocked_train": 1897347819,
        "duration": 2143156889,
        "avg_accuracy": 17.307692307692307,
        "soft_acc": 24.998687147435895,
        "adapt_pct": 24.998154794871795,
        "stability": 99.99946764743589,
        "consistency": 100,
        "throughput": 276.22802746663496,
        "availability": 32.99143960922228,
        "score": 22.781704292765276,
        "zero_downtime": 8.247426773344726,
        "weight_bytes": 84192,
        "weight_mib": 0.080291748046875,
        "heap_bytes": 24901952,
        "heap_mib": 23.74835205078125,
        "mobile_score": 283.7365588237676,
        "mobile_throughput": 3440.3040684251973,
        "mobile_availability": 410.89452417901776,
        "mobile_accuracy": 311.348149162744,
        "soft_acc_blocks": [
          24.9992195,
          24.998154794871795
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.664422364850907,
        "mobile_acc_per_sec": 145.27548158549394
      },
      "started": "2026-08-18T07:41:20.188600049+10:00",
      "ended": "2026-08-18T07:41:22.336541673+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|TweenSplit|tricameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 584,
        "total_correct": 149,
        "total_train": 41,
        "infer_ms": 870.962253,
        "train_ms": 1965.524839,
        "blocked_train": 1965524839,
        "duration": 2981072024,
        "avg_accuracy": 25.703060380479737,
        "soft_acc": 25.008155867521367,
        "adapt_pct": 25.0151857008547,
        "stability": 99.98987730342584,
        "consistency": 100,
        "throughput": 195.90268041105202,
        "availability": 30.705666014009136,
        "score": 15.043211707035432,
        "zero_downtime": 7.678920816943941,
        "weight_bytes": 42108,
        "weight_mib": 0.040157318115234375,
        "heap_bytes": 24437264,
        "heap_mib": 23.305191040039062,
        "mobile_score": 374.60698107049456,
        "mobile_throughput": 4878.3805693621,
        "mobile_availability": 764.6343793651004,
        "mobile_accuracy": 622.7546320637904,
        "soft_acc_blocks": [
          25.0013755,
          25.000627102564103,
          25.022465
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.072927388,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.388980764700024,
        "mobile_acc_per_sec": 208.90291380084764
      },
      "started": "2026-08-18T07:41:24.420907669+10:00",
      "ended": "2026-08-18T07:41:27.406096618+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|TweenSplit|tricameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1208,
        "total_correct": 288,
        "total_train": 72,
        "infer_ms": 737.28522,
        "train_ms": 1881.593547,
        "blocked_train": 1881593547,
        "duration": 2290416283,
        "avg_accuracy": 17.96875,
        "soft_acc": 25.005723159722223,
        "adapt_pct": 25.013048819444446,
        "stability": 99.99267434027777,
        "consistency": 100,
        "throughput": 527.4150419581173,
        "availability": 28.152705245099263,
        "score": 37.12889838444726,
        "zero_downtime": 7.03978753556212,
        "weight_bytes": 21066,
        "weight_mib": 0.020090103149414062,
        "heap_bytes": 25455088,
        "heap_mib": 24.275863647460938,
        "mobile_score": 1848.1188527660768,
        "mobile_throughput": 26252.480539080738,
        "mobile_availability": 1401.3220855921961,
        "mobile_accuracy": 1244.678684511957,
        "soft_acc_blocks": [
          24.9983975,
          25.013048819444446
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.114477464,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.917545140296326,
        "mobile_acc_per_sec": 543.4290236889472
      },
      "started": "2026-08-18T07:41:29.433775986+10:00",
      "ended": "2026-08-18T07:41:31.72859638+10:00"
    },
    {
      "cell": {
        "id": "int4|none|TweenSplit|tricameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1624,
        "total_correct": 420,
        "total_train": 100,
        "infer_ms": 499.601561,
        "train_ms": 1838.122019,
        "blocked_train": 1838122019,
        "duration": 2063046047,
        "avg_accuracy": 18.234223300970875,
        "soft_acc": 24.999494114684467,
        "adapt_pct": 25.001204854368932,
        "stability": 99.99828926031553,
        "consistency": 100,
        "throughput": 787.1855319766404,
        "availability": 21.37128466659861,
        "score": 42.05706416398308,
        "zero_downtime": 5.342713052458784,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 28808088,
        "heap_mib": 27.473533630371094,
        "mobile_score": 4191.619438533668,
        "mobile_throughput": 78454.88607337113,
        "mobile_availability": 2129.970173040899,
        "mobile_accuracy": 2491.5758521812927,
        "soft_acc_blocks": [
          24.997783375,
          25.001204854368932
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.084923058,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.117758666142109,
        "mobile_acc_per_sec": 1207.7170336573165
      },
      "started": "2026-08-18T07:41:33.696362041+10:00",
      "ended": "2026-08-18T07:41:35.764957563+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|TweenSplit|tricameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 544,
        "total_correct": 41,
        "total_train": 38,
        "infer_ms": 913.307519,
        "train_ms": 1966.687738,
        "blocked_train": 1966687738,
        "duration": 3038024550,
        "avg_accuracy": 7.182539682539683,
        "soft_acc": 24.99663932380952,
        "adapt_pct": 24.997485014285715,
        "stability": 99.99892769099372,
        "consistency": 100,
        "throughput": 179.06372744749547,
        "availability": 31.71211885784019,
        "score": 14.194317163173222,
        "zero_downtime": 7.9269639728320955,
        "weight_bytes": 10545,
        "weight_mib": 0.010056495666503906,
        "heap_bytes": 25868144,
        "heap_mib": 24.669784545898438,
        "mobile_score": 1411.4575925738761,
        "mobile_throughput": 17805.777816214795,
        "mobile_availability": 3153.3965617333934,
        "mobile_accuracy": 2485.6212494644756,
        "soft_acc_blocks": [
          24.9951745,
          24.997031900000003,
          24.99771157142857
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.227925387834514,
        "mobile_acc_per_sec": 818.1702315290624
      },
      "started": "2026-08-18T07:41:38.020563187+10:00",
      "ended": "2026-08-18T07:41:41.063561431+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|TweenSplit|tricameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 696,
        "total_correct": 165,
        "total_train": 50,
        "infer_ms": 629.583226,
        "train_ms": 1972.556846,
        "blocked_train": 1972556846,
        "duration": 2052601823,
        "avg_accuracy": 20.68452380952381,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 339.08183857244876,
        "availability": 24.194824589750215,
        "score": 20.510064014575992,
        "zero_downtime": 6.048706147437554,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 27766584,
        "heap_mib": 26.48027801513672,
        "mobile_score": 2044.13657296341,
        "mobile_throughput": 33794.60868386504,
        "mobile_availability": 2411.3784230607284,
        "mobile_accuracy": 2491.62627126699,
        "soft_acc_blocks": [
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.179663741826465,
        "mobile_acc_per_sec": 1213.886806173313
      },
      "started": "2026-08-18T07:41:43.244505755+10:00",
      "ended": "2026-08-18T07:41:45.309005432+10:00"
    },
    {
      "cell": {
        "id": "int2|none|TweenSplit|tricameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1712,
        "total_correct": 595,
        "total_train": 98,
        "infer_ms": 542.428037,
        "train_ms": 1877.609305,
        "blocked_train": 1877609305,
        "duration": 2104769846,
        "avg_accuracy": 40.839629120879124,
        "soft_acc": 25.00322495673077,
        "adapt_pct": 25.00226191346154,
        "stability": 99.99903695673078,
        "consistency": 100,
        "throughput": 813.3905962466929,
        "availability": 22.414035832675182,
        "score": 45.58429446222569,
        "zero_downtime": 5.604231801126018,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 27237624,
        "heap_mib": 25.97582244873047,
        "mobile_score": 9085.458496487885,
        "mobile_throughput": 162117.821298227,
        "mobile_availability": 4467.367427729179,
        "mobile_accuracy": 4983.421709224277,
        "soft_acc_blocks": [
          25.004188,
          25.00226191346154
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.072324367,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.87931545306392,
        "mobile_acc_per_sec": 2367.68011414407
      },
      "started": "2026-08-18T07:41:47.325938532+10:00",
      "ended": "2026-08-18T07:41:49.435231916+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|TweenSplit|tricameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 504,
        "total_correct": 123,
        "total_train": 35,
        "infer_ms": 860.915581,
        "train_ms": 1975.139064,
        "blocked_train": 1975139064,
        "duration": 2065078519,
        "avg_accuracy": 19.732142857142858,
        "soft_acc": 24.9986567,
        "adapt_pct": 24.998643400000002,
        "stability": 99.9999867,
        "consistency": 100,
        "throughput": 244.05851659531982,
        "availability": 30.356099891016026,
        "score": 18.52066656662144,
        "zero_downtime": 7.588617199264171,
        "weight_bytes": 5285,
        "weight_mib": 0.005040168762207031,
        "heap_bytes": 24391336,
        "heap_mib": 23.261390686035156,
        "mobile_score": 3674.6123870882957,
        "mobile_throughput": 48422.68743565829,
        "mobile_availability": 6022.83402068534,
        "mobile_accuracy": 4959.884852953492,
        "soft_acc_blocks": [
          24.99867,
          24.998643400000002
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.105426728328677,
        "mobile_acc_per_sec": 2401.789959713145
      },
      "started": "2026-08-18T07:41:51.598337334+10:00",
      "ended": "2026-08-18T07:41:53.667842568+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|TweenSplit|tricameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1472,
        "total_correct": 341,
        "total_train": 96,
        "infer_ms": 463.226013,
        "train_ms": 1900.828233,
        "blocked_train": 1900828233,
        "duration": 2109232225,
        "avg_accuracy": 18.807565789473685,
        "soft_acc": 24.996758625,
        "adapt_pct": 24.999155000000002,
        "stability": 99.997603625,
        "consistency": 100,
        "throughput": 697.8842739803106,
        "availability": 19.59455937966662,
        "score": 34.182404622240455,
        "zero_downtime": 4.8980047117675625,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 25441376,
        "heap_mib": 24.262786865234375,
        "mobile_score": 6812.934633942294,
        "mobile_throughput": 139096.1225001289,
        "mobile_availability": 3905.4143121257,
        "mobile_accuracy": 4982.132897161756,
        "soft_acc_blocks": [
          24.99436225,
          24.999155000000002
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.851117353851352,
        "mobile_acc_per_sec": 2362.0599183486097
      },
      "started": "2026-08-18T07:41:55.661579061+10:00",
      "ended": "2026-08-18T07:41:57.775160084+10:00"
    },
    {
      "cell": {
        "id": "binary|none|TweenSplit|tricameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1520,
        "total_correct": 349,
        "total_train": 90,
        "infer_ms": 495.17724,
        "train_ms": 1853.828689,
        "blocked_train": 1853828689,
        "duration": 2185270383,
        "avg_accuracy": 11.195054945054945,
        "soft_acc": 24.976818060439562,
        "adapt_pct": 24.97515797802198,
        "stability": 99.99833991758241,
        "consistency": 100,
        "throughput": 695.5661010301625,
        "availability": 21.080289065545397,
        "score": 36.62284512233895,
        "zero_downtime": 5.265185446516009,
        "weight_bytes": 2631,
        "weight_mib": 0.0025091171264648438,
        "heap_bytes": 45475640,
        "heap_mib": 43.36894989013672,
        "mobile_score": 14595.908949829603,
        "mobile_throughput": 277215.47698738263,
        "mobile_availability": 8401.476696006586,
        "mobile_accuracy": 9954.424923809758,
        "soft_acc_blocks": [
          24.978478142857142,
          24.97515797802198
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.42962365423664,
        "mobile_acc_per_sec": 4555.237192270938
      },
      "started": "2026-08-18T07:41:59.940898196+10:00",
      "ended": "2026-08-18T07:42:02.132910032+10:00"
    },
    {
      "cell": {
        "id": "int|none|TweenSplit|tricameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 464,
        "total_correct": 123,
        "total_train": 32,
        "infer_ms": 891.856636,
        "train_ms": 1979.076959,
        "blocked_train": 1979076959,
        "duration": 2183470899,
        "avg_accuracy": 25.806451612903224,
        "soft_acc": 25.007817467741937,
        "adapt_pct": 25.020641935483873,
        "stability": 99.98717553225806,
        "consistency": 100,
        "throughput": 212.5056945858567,
        "availability": 31.06503882755254,
        "score": 16.508904832959534,
        "zero_downtime": 7.7686882062775,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 27750576,
        "heap_mib": 26.465011596679688,
        "mobile_score": 102.83505247912137,
        "mobile_throughput": 1323.7119285598997,
        "mobile_availability": 193.5061671516475,
        "mobile_accuracy": 155.77533747418835,
        "soft_acc_blocks": [
          24.994993,
          25.020641935483873
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.069658378,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.45324056262677,
        "mobile_acc_per_sec": 71.34298769245395
      },
      "started": "2026-08-18T07:42:04.171064339+10:00",
      "ended": "2026-08-18T07:42:06.359691223+10:00"
    },
    {
      "cell": {
        "id": "uint|none|TweenSplit|tricameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 512,
        "total_correct": 133,
        "total_train": 35,
        "infer_ms": 957.822458,
        "train_ms": 1992.152303,
        "blocked_train": 1992152303,
        "duration": 3006536281,
        "avg_accuracy": 29.441738816738816,
        "soft_acc": 24.999257704906203,
        "adapt_pct": 24.998257823953825,
        "stability": 99.99875568038162,
        "consistency": 100,
        "throughput": 170.2956332959017,
        "availability": 32.46883568845558,
        "score": 13.822841902569603,
        "zero_downtime": 8.116967907539566,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 27983120,
        "heap_mib": 26.686782836914062,
        "mobile_score": 86.09111588755539,
        "mobile_throughput": 1060.6314681568272,
        "mobile_availability": 202.22167884805177,
        "mobile_accuracy": 155.69981971477623,
        "soft_acc_blocks": [
          25.0006015,
          24.99956975757576,
          24.997601857142858
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.066993172,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.314969575750881,
        "mobile_acc_per_sec": 51.78710820778425
      },
      "started": "2026-08-18T07:42:08.498521896+10:00",
      "ended": "2026-08-18T07:42:11.50927885+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|TweenSplit|tricameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 472,
        "total_correct": 121,
        "total_train": 36,
        "infer_ms": 908.703026,
        "train_ms": 2001.154585,
        "blocked_train": 2001154585,
        "duration": 3028008491,
        "avg_accuracy": 23.78205128205128,
        "soft_acc": 24.99696821196581,
        "adapt_pct": 24.99487933418803,
        "stability": 99.99676758703819,
        "consistency": 100,
        "throughput": 155.8780305282836,
        "availability": 31.228436146321112,
        "score": 12.168091985414602,
        "zero_downtime": 7.806162256589929,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 25021088,
        "heap_mib": 23.861968994140625,
        "mobile_score": 75.78503933058981,
        "mobile_throughput": 970.8360759041667,
        "mobile_availability": 194.49625006275127,
        "mobile_accuracy": 155.68556034586757,
        "soft_acc_blocks": [
          24.9987045,
          24.99976226923077,
          24.992437866666666
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 1.059048882,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.255250368769792,
        "mobile_acc_per_sec": 51.415166373741705
      },
      "started": "2026-08-18T07:42:13.598955704+10:00",
      "ended": "2026-08-18T07:42:16.631808983+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|TweenSplit|tricameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 504,
        "total_correct": 130,
        "total_train": 42,
        "infer_ms": 881.041637,
        "train_ms": 1992.27604,
        "blocked_train": 1992276040,
        "duration": 2096358556,
        "avg_accuracy": 15.4296875,
        "soft_acc": 24.998701125,
        "adapt_pct": 25.00108625,
        "stability": 99.997614875,
        "consistency": 100,
        "throughput": 240.41688792096116,
        "availability": 30.66286906082331,
        "score": 18.42872137186115,
        "zero_downtime": 7.665318992865314,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 27243072,
        "heap_mib": 25.98101806640625,
        "mobile_score": 114.79371578997171,
        "mobile_throughput": 1497.5725850002957,
        "mobile_availability": 191.00102526091783,
        "mobile_accuracy": 155.71855117650415,
        "soft_acc_blocks": [
          24.996316,
          25.00108625
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.924821282814941,
        "mobile_acc_per_sec": 74.28049497106359
      },
      "started": "2026-08-18T07:42:18.775512449+10:00",
      "ended": "2026-08-18T07:42:20.876016418+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|TweenSplit|tricameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 568,
        "total_correct": 150,
        "total_train": 36,
        "infer_ms": 1049.543045,
        "train_ms": 1939.620458,
        "blocked_train": 1939620458,
        "duration": 2234433743,
        "avg_accuracy": 23.4375,
        "soft_acc": 25.00218140277778,
        "adapt_pct": 25.003949305555555,
        "stability": 99.99823209722223,
        "consistency": 100,
        "throughput": 254.2031070643387,
        "availability": 35.11159707211238,
        "score": 22.31563968035255,
        "zero_downtime": 8.778665193381949,
        "weight_bytes": 336672,
        "weight_mib": 0.321075439453125,
        "heap_bytes": 35812368,
        "heap_mib": 34.15333557128906,
        "mobile_score": 69.50279260961813,
        "mobile_throughput": 791.723924749002,
        "mobile_availability": 109.35622211377041,
        "mobile_accuracy": 77.8701150276801,
        "soft_acc_blocks": [
          25.0004135,
          25.003949305555555
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.162443421,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.1894933027682,
        "mobile_acc_per_sec": 34.85004434417911
      },
      "started": "2026-08-18T07:42:23.038577934+10:00",
      "ended": "2026-08-18T07:42:25.276998809+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|TweenSplit|tricameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 416,
        "total_correct": 113,
        "total_train": 27,
        "infer_ms": 985.128624,
        "train_ms": 2031.135685,
        "blocked_train": 2031135685,
        "duration": 3033496478,
        "avg_accuracy": 30.267957351290686,
        "soft_acc": 25.004784144781144,
        "adapt_pct": 25.005039774410772,
        "stability": 99.99968273813272,
        "consistency": 100,
        "throughput": 137.13548145415055,
        "availability": 32.660553687571415,
        "score": 11.199444666795879,
        "zero_downtime": 8.166700950067591,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 25063256,
        "heap_mib": 23.902183532714844,
        "mobile_score": 1116.1932222155835,
        "mobile_throughput": 13667.614732560343,
        "mobile_availability": 3255.115744083156,
        "mobile_accuracy": 2492.1030832998795,
        "soft_acc_blocks": [
          25.004437,
          25.004711545454544,
          25.005203888888886
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.06800567,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.242892096999212,
        "mobile_acc_per_sec": 821.5282600040914
      },
      "started": "2026-08-18T07:42:27.503453597+10:00",
      "ended": "2026-08-18T07:42:30.549721053+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|TweenSplit|tricameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 232,
        "total_correct": 45,
        "total_train": 16,
        "infer_ms": 1023.375822,
        "train_ms": 2054.009147,
        "blocked_train": 2054009147,
        "duration": 2224696393,
        "avg_accuracy": 8.928571428571429,
        "soft_acc": 24.998872035714285,
        "adapt_pct": 24.999993071428573,
        "stability": 99.99887896428571,
        "consistency": 100,
        "throughput": 104.28389272800875,
        "availability": 33.25472218487332,
        "score": 8.669438532236947,
        "zero_downtime": 8.31330544482877,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 30244384,
        "heap_mib": 28.843292236328125,
        "mobile_score": 576.0084386249455,
        "mobile_throughput": 6928.753459711349,
        "mobile_availability": 2209.485715988197,
        "mobile_accuracy": 1660.9566115651464,
        "soft_acc_blocks": [
          24.997751,
          24.999993071428573
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.236981421093304,
        "mobile_acc_per_sec": 746.5992289066236
      },
      "started": "2026-08-18T07:42:32.659106768+10:00",
      "ended": "2026-08-18T07:42:34.889944562+10:00"
    },
    {
      "cell": {
        "id": "int6|none|TweenSplit|tricameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 248,
        "total_correct": 64,
        "total_train": 17,
        "infer_ms": 1083.693375,
        "train_ms": 2020.381306,
        "blocked_train": 2020381306,
        "duration": 3022792406,
        "avg_accuracy": 34.00793650793651,
        "soft_acc": 25.00168717301587,
        "adapt_pct": 25.000134417460316,
        "stability": 99.9980790451243,
        "consistency": 100,
        "throughput": 82.0433449242958,
        "availability": 34.91196206177876,
        "score": 7.161218619525275,
        "zero_downtime": 8.728579540647907,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 24467008,
        "heap_mib": 23.33355712890625,
        "mobile_score": 475.800403953069,
        "mobile_throughput": 5451.063391670155,
        "mobile_availability": 2319.5948251737245,
        "mobile_accuracy": 1661.143652840723,
        "soft_acc_blocks": [
          25.004208,
          25.00130378571429,
          24.999549733333332
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.072155093,
        "time_to_acc50_sec": 0.072155093,
        "acc_per_sec": 8.271056630746303,
        "mobile_acc_per_sec": 549.5394422532908
      },
      "started": "2026-08-18T07:42:36.950286616+10:00",
      "ended": "2026-08-18T07:42:39.979797401+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|TweenSplit|tricameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 248,
        "total_correct": 90,
        "total_train": 17,
        "infer_ms": 1093.679192,
        "train_ms": 1959.364166,
        "blocked_train": 1959364166,
        "duration": 2156811959,
        "avg_accuracy": 38.39285714285714,
        "soft_acc": 25.00174132142857,
        "adapt_pct": 25.001915642857142,
        "stability": 99.99982567857143,
        "consistency": 100,
        "throughput": 114.98452563986362,
        "availability": 35.822589585378566,
        "score": 10.298325934531753,
        "zero_downtime": 8.95627118277336,
        "weight_bytes": 15806,
        "weight_mib": 0.015073776245117188,
        "heap_bytes": 25553008,
        "heap_mib": 24.369247436523438,
        "mobile_score": 683.1948257071724,
        "mobile_throughput": 7628.116788393372,
        "mobile_availability": 2376.4841007894415,
        "mobile_accuracy": 1658.6249467201244,
        "soft_acc_blocks": [
          25.001567,
          25.001915642857142
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.125266869,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.591989379092908,
        "mobile_acc_per_sec": 769.0169464236192
      },
      "started": "2026-08-18T07:42:42.140674204+10:00",
      "ended": "2026-08-18T07:42:44.304672823+10:00"
    },
    {
      "cell": {
        "id": "int5|none|TweenSplit|tricameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 280,
        "total_correct": 58,
        "total_train": 20,
        "infer_ms": 1080.242536,
        "train_ms": 2068.550991,
        "blocked_train": 2068550991,
        "duration": 3100598099,
        "avg_accuracy": 18.535539215686274,
        "soft_acc": 24.99796980147059,
        "adapt_pct": 24.998135759803926,
        "stability": 99.99816737879907,
        "consistency": 100,
        "throughput": 90.30515760501342,
        "availability": 34.30655350175331,
        "score": 7.744517834725731,
        "zero_downtime": 8.575941884293643,
        "weight_bytes": 13152,
        "weight_mib": 0.012542724609375,
        "heap_bytes": 25068064,
        "heap_mib": 23.906768798828125,
        "mobile_score": 617.450998560323,
        "mobile_throughput": 7199.803903652262,
        "mobile_availability": 2735.175535633704,
        "mobile_accuracy": 1993.025485290969,
        "soft_acc_blocks": [
          24.996433,
          25.000545529411767,
          24.996930875
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.062305724025599,
        "mobile_acc_per_sec": 642.7874305714619
      },
      "started": "2026-08-18T07:42:46.504541044+10:00",
      "ended": "2026-08-18T07:42:49.611752366+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|TweenSplit|tricameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 264,
        "total_correct": 70,
        "total_train": 19,
        "infer_ms": 1018.283107,
        "train_ms": 1984.266108,
        "blocked_train": 1984266108,
        "duration": 2097036634,
        "avg_accuracy": 26.953125,
        "soft_acc": 25.00144075,
        "adapt_pct": 24.9999235,
        "stability": 99.99848275,
        "consistency": 100,
        "throughput": 125.89193518113808,
        "availability": 33.91395224807331,
        "score": 10.674347822591878,
        "zero_downtime": 8.47897667728534,
        "weight_bytes": 13176,
        "weight_mib": 0.01256561279296875,
        "heap_bytes": 25942280,
        "heap_mib": 24.74048614501953,
        "mobile_score": 849.4888389816409,
        "mobile_throughput": 10018.766076540456,
        "mobile_availability": 2698.9493315479444,
        "mobile_accuracy": 1989.6714280412873,
        "soft_acc_blocks": [
          25.002958,
          24.9999235
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.069584679,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.922271811871456,
        "mobile_acc_per_sec": 948.8014638285462
      },
      "started": "2026-08-18T07:42:51.777306078+10:00",
      "ended": "2026-08-18T07:42:53.881256612+10:00"
    },
    {
      "cell": {
        "id": "int3|none|TweenSplit|tricameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 360,
        "total_correct": 88,
        "total_train": 24,
        "infer_ms": 1097.782984,
        "train_ms": 2049.924587,
        "blocked_train": 2049924587,
        "duration": 3070322326,
        "avg_accuracy": 34.50757575757576,
        "soft_acc": 25.00145330909091,
        "adapt_pct": 24.99739138484848,
        "stability": 99.9950232171533,
        "consistency": 100,
        "throughput": 117.25153315385168,
        "availability": 34.87563438592371,
        "score": 10.223648293949674,
        "zero_downtime": 8.719415447245972,
        "weight_bytes": 7891,
        "weight_mib": 0.007525444030761719,
        "heap_bytes": 27831512,
        "heap_mib": 26.542198181152344,
        "mobile_score": 1358.5441938254435,
        "mobile_throughput": 15580.679714653807,
        "mobile_availability": 4634.362337074432,
        "mobile_accuracy": 3322.2562292527323,
        "soft_acc_blocks": [
          25.007645,
          25.001255699999998,
          24.995459227272725
        ],
        "phase_blocks": [
          "A",
          "B",
          "A2"
        ],
        "switch_blocks": [
          false,
          true,
          true
        ],
        "time_to_acc25_sec": 0.072272957,
        "time_to_acc50_sec": 0.072272957,
        "acc_per_sec": 8.142940921014855,
        "mobile_acc_per_sec": 1082.054545582825
      },
      "started": "2026-08-18T07:42:56.041260323+10:00",
      "ended": "2026-08-18T07:42:59.11739832+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|TweenSplit|tricameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "TweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 126,
        "total_train": 25,
        "infer_ms": 992.865104,
        "train_ms": 1958.995129,
        "blocked_train": 1958995129,
        "duration": 2070253051,
        "avg_accuracy": 46.875,
        "soft_acc": 25.00378938888889,
        "adapt_pct": 25.00256727777778,
        "stability": 99.9987778888889,
        "consistency": 100,
        "throughput": 158.43473813095713,
        "availability": 33.63523424653961,
        "score": 13.324493185931095,
        "zero_downtime": 8.410083131464194,
        "weight_bytes": 7915,
        "weight_mib": 0.007548332214355469,
        "heap_bytes": 24480112,
        "heap_mib": 23.346054077148438,
        "mobile_score": 1765.2234702376354,
        "mobile_throughput": 20989.370053115163,
        "mobile_availability": 4455.982234402972,
        "mobile_accuracy": 3312.491909316937,
        "soft_acc_blocks": [
          25.0050115,
          25.00256727777778
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.067212127,
        "time_to_acc50_sec": 0.067212127,
        "acc_per_sec": 12.07764885399456,
        "mobile_acc_per_sec": 1600.042037236412
      },
      "started": "2026-08-18T07:43:01.276352076+10:00",
      "ended": "2026-08-18T07:43:03.352412206+10:00"
    },
    {
      "cell": {
        "id": "float64|none|StepTweenSplit|cnn|simd",
        "dtype": 0,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4880,
        "total_correct": 3904,
        "total_train": 201,
        "infer_ms": 688.990536,
        "train_ms": 1768.092436,
        "blocked_train": 1768092436,
        "duration": 2144891729,
        "avg_accuracy": 56.09907670454545,
        "soft_acc": 28.968993663210227,
        "adapt_pct": 33.113915871875,
        "stability": 95.85507779133523,
        "consistency": 100,
        "throughput": 2275.173116675299,
        "availability": 28.04099592286784,
        "score": 184.8167336568788,
        "zero_downtime": 8.123194331996622,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 26110800,
        "heap_mib": 24.901199340820312,
        "mobile_score": 79164.37553553731,
        "mobile_throughput": 974547.355388447,
        "mobile_availability": 12011.076528111547,
        "mobile_accuracy": 12408.574958902911,
        "soft_acc_blocks": [
          24.824071454545457,
          33.113915871875
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.074892746,
        "time_to_acc50_sec": 1.115748118,
        "acc_per_sec": 13.506040081900204,
        "mobile_acc_per_sec": 5785.175443185698
      },
      "started": "2026-08-18T07:43:05.805174652+10:00",
      "ended": "2026-08-18T07:43:07.95036487+10:00"
    },
    {
      "cell": {
        "id": "float32|none|StepTweenSplit|cnn|simd",
        "dtype": 1,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 9120,
        "total_correct": 7488,
        "total_train": 264,
        "infer_ms": 779.199239,
        "train_ms": 1644.488998,
        "blocked_train": 1644488998,
        "duration": 2236443828,
        "avg_accuracy": 52.487929845304954,
        "soft_acc": 28.967095879717213,
        "adapt_pct": 33.18615031825796,
        "stability": 95.78094556145925,
        "consistency": 100,
        "throughput": 4077.9025548590707,
        "availability": 32.14931801478228,
        "score": 379.76380070761473,
        "zero_downtime": 9.312723774017183,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 27803192,
        "heap_mib": 26.51519012451172,
        "mobile_score": 325335.9535055456,
        "mobile_throughput": 3493456.4945783536,
        "mobile_availability": 27541.669351853223,
        "mobile_accuracy": 24815.52412513918,
        "soft_acc_blocks": [
          24.74804144117647,
          33.18615031825796
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.111875305,
        "time_to_acc50_sec": 1.111875305,
        "acc_per_sec": 12.952302006002903,
        "mobile_acc_per_sec": 11095.97469627982
      },
      "started": "2026-08-18T07:43:10.370045412+10:00",
      "ended": "2026-08-18T07:43:12.606793146+10:00"
    },
    {
      "cell": {
        "id": "float16|none|StepTweenSplit|cnn|simd",
        "dtype": 2,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5304,
        "total_correct": 4306,
        "total_train": 206,
        "infer_ms": 767.483326,
        "train_ms": 1770.736331,
        "blocked_train": 1770736331,
        "duration": 2105521909,
        "avg_accuracy": 55.64050470487596,
        "soft_acc": 29.49138835044197,
        "adapt_pct": 33.49819774850299,
        "stability": 95.99319060193898,
        "consistency": 100,
        "throughput": 2519.090386724634,
        "availability": 30.237072819265464,
        "score": 224.63566754670111,
        "zero_downtime": 8.91733257093551,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 26108664,
        "heap_mib": 24.89916229248047,
        "mobile_score": 384881.64989125764,
        "mobile_throughput": 4316107.387827074,
        "mobile_availability": 51806.97527538252,
        "mobile_accuracy": 50529.34972377947,
        "soft_acc_blocks": [
          25.48457895238095,
          33.49819774850299
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.074436808,
        "time_to_acc50_sec": 1.08850949,
        "acc_per_sec": 14.006687949615616,
        "mobile_acc_per_sec": 23998.491541595005
      },
      "started": "2026-08-18T07:43:14.76285923+10:00",
      "ended": "2026-08-18T07:43:16.868668898+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|StepTweenSplit|cnn|simd",
        "dtype": 3,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5944,
        "total_correct": 4845,
        "total_train": 201,
        "infer_ms": 770.760591,
        "train_ms": 1663.075788,
        "blocked_train": 1663075788,
        "duration": 2285218875,
        "avg_accuracy": 64.22705314009661,
        "soft_acc": 29.112074911413046,
        "adapt_pct": 32.766804475,
        "stability": 96.34527043641305,
        "consistency": 100,
        "throughput": 2601.0637602492234,
        "availability": 31.668545907621176,
        "score": 239.80171300941342,
        "zero_downtime": 9.219370807981909,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 27812592,
        "heap_mib": 26.524154663085938,
        "mobile_score": 410866.53761529195,
        "mobile_throughput": 4456557.244227271,
        "mobile_availability": 54259.603257565,
        "mobile_accuracy": 49879.4494482187,
        "soft_acc_blocks": [
          25.457345347826088,
          32.766804475
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.070235978,
        "time_to_acc50_sec": 1.108938687,
        "acc_per_sec": 12.739293916173805,
        "mobile_acc_per_sec": 21826.989963146836
      },
      "started": "2026-08-18T07:43:18.966750706+10:00",
      "ended": "2026-08-18T07:43:21.25281354+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|StepTweenSplit|cnn|simd",
        "dtype": 4,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5240,
        "total_correct": 3582,
        "total_train": 208,
        "infer_ms": 710.293566,
        "train_ms": 1806.493,
        "blocked_train": 1806493000,
        "duration": 2245860624,
        "avg_accuracy": 57.99653144322123,
        "soft_acc": 27.366706307344295,
        "adapt_pct": 29.2150968252149,
        "stability": 98.15160948212939,
        "consistency": 100,
        "throughput": 2333.1812954034854,
        "availability": 28.222240836611334,
        "score": 180.2032051597147,
        "zero_downtime": 7.723497763106812,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 25480320,
        "heap_mib": 24.2999267578125,
        "mobile_score": 617505.7387371013,
        "mobile_throughput": 7995156.5686568795,
        "mobile_availability": 96709.68760617833,
        "mobile_accuracy": 93778.011218725,
        "soft_acc_blocks": [
          25.518315789473686,
          29.2150968252149
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071541081,
        "time_to_acc50_sec": 1.196901157,
        "acc_per_sec": 12.185398334560361,
        "mobile_acc_per_sec": 41755.93543810446
      },
      "started": "2026-08-18T07:43:23.4438113+10:00",
      "ended": "2026-08-18T07:43:25.689972444+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|StepTweenSplit|cnn|simd",
        "dtype": 5,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5264,
        "total_correct": 3297,
        "total_train": 213,
        "infer_ms": 683.074446,
        "train_ms": 1787.113956,
        "blocked_train": 1787113956,
        "duration": 2150539454,
        "avg_accuracy": 45.20161825175752,
        "soft_acc": 26.17991486311182,
        "adapt_pct": 27.319809869080782,
        "stability": 98.86010499403103,
        "consistency": 100,
        "throughput": 2447.7579289275386,
        "availability": 27.652726627934353,
        "score": 177.2044632238642,
        "zero_downtime": 7.239460288522265,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 25915480,
        "heap_mib": 24.714927673339844,
        "mobile_score": 607229.892906623,
        "mobile_throughput": 8387778.490467722,
        "mobile_availability": 94758.12247259115,
        "mobile_accuracy": 89711.21048203378,
        "soft_acc_blocks": [
          25.04001985714286,
          27.319809869080782
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.084101434,
        "time_to_acc50_sec": 1.119570598,
        "acc_per_sec": 12.1736501110999,
        "mobile_acc_per_sec": 41715.67757809375
      },
      "started": "2026-08-18T07:43:27.918487195+10:00",
      "ended": "2026-08-18T07:43:30.069343264+10:00"
    },
    {
      "cell": {
        "id": "int64|none|StepTweenSplit|cnn|simd",
        "dtype": 6,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3680,
        "total_correct": 2903,
        "total_train": 177,
        "infer_ms": 745.278891,
        "train_ms": 1773.411354,
        "blocked_train": 1773411354,
        "duration": 2283030214,
        "avg_accuracy": 63.63185723727693,
        "soft_acc": 28.77682065278696,
        "adapt_pct": 31.985180423220974,
        "stability": 96.79164022956599,
        "consistency": 100,
        "throughput": 1611.892815711987,
        "availability": 29.58993836099921,
        "score": 137.25337432510662,
        "zero_downtime": 8.515043493414952,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 25498840,
        "heap_mib": 24.317588806152344,
        "mobile_score": 58791.09241679861,
        "mobile_throughput": 690437.9579771293,
        "mobile_availability": 12674.550329584603,
        "mobile_accuracy": 12326.259596738864,
        "soft_acc_blocks": [
          25.56846088235294,
          31.985180423220974
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.085123412,
        "time_to_acc50_sec": 1.121946323,
        "acc_per_sec": 12.60466045360316,
        "mobile_acc_per_sec": 5399.078611028344
      },
      "started": "2026-08-18T07:43:32.201189191+10:00",
      "ended": "2026-08-18T07:43:34.484649509+10:00"
    },
    {
      "cell": {
        "id": "int32|none|StepTweenSplit|cnn|simd",
        "dtype": 7,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3536,
        "total_correct": 2381,
        "total_train": 178,
        "infer_ms": 634.737597,
        "train_ms": 1585.431937,
        "blocked_train": 1585431937,
        "duration": 2384046730,
        "avg_accuracy": 35.606617647058826,
        "soft_acc": 25.799708073039216,
        "adapt_pct": 26.7644060627451,
        "stability": 99.03530201029412,
        "consistency": 100,
        "throughput": 1483.1924036992345,
        "availability": 28.589600356168116,
        "score": 109.40076754498382,
        "zero_downtime": 7.376033431139954,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 40506056,
        "heap_mib": 38.62958526611328,
        "mobile_score": 93721.42093892889,
        "mobile_throughput": 1270620.8806383403,
        "mobile_availability": 24492.13135871678,
        "mobile_accuracy": 22102.087166989517,
        "soft_acc_blocks": [
          24.835010083333334,
          26.7644060627451
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.348603509,
        "time_to_acc50_sec": 1.348603509,
        "acc_per_sec": 10.821813074544565,
        "mobile_acc_per_sec": 9270.827995468662
      },
      "started": "2026-08-18T07:43:36.674179961+10:00",
      "ended": "2026-08-18T07:43:39.058544867+10:00"
    },
    {
      "cell": {
        "id": "int16|none|StepTweenSplit|cnn|simd",
        "dtype": 8,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3704,
        "total_correct": 2609,
        "total_train": 189,
        "infer_ms": 737.6146,
        "train_ms": 1784.637219,
        "blocked_train": 1784637219,
        "duration": 2222493643,
        "avg_accuracy": 53.59768907563025,
        "soft_acc": 26.183853724789913,
        "adapt_pct": 27.430918096638653,
        "stability": 98.75293562815126,
        "consistency": 100,
        "throughput": 1666.5964429937405,
        "availability": 29.244288553727475,
        "score": 127.61598507157548,
        "zero_downtime": 7.657281737763482,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 31806104,
        "heap_mib": 30.332664489746094,
        "mobile_score": 218652.05745492212,
        "mobile_throughput": 2855478.8101447783,
        "mobile_availability": 50105.97894528324,
        "mobile_accuracy": 44862.353927002136,
        "soft_acc_blocks": [
          24.936789352941176,
          27.430918096638653
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071673581,
        "time_to_acc50_sec": 1.174123717,
        "acc_per_sec": 11.78129521641557,
        "mobile_acc_per_sec": 20185.59381184342
      },
      "started": "2026-08-18T07:43:41.17857121+10:00",
      "ended": "2026-08-18T07:43:43.401418134+10:00"
    },
    {
      "cell": {
        "id": "int8|none|StepTweenSplit|cnn|simd",
        "dtype": 9,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6592,
        "total_correct": 4375,
        "total_train": 256,
        "infer_ms": 694.481355,
        "train_ms": 1745.269793,
        "blocked_train": 1745269793,
        "duration": 2159574737,
        "avg_accuracy": 41.610169491525426,
        "soft_acc": 26.32252259346247,
        "adapt_pct": 27.58447378692494,
        "stability": 98.73804880653753,
        "consistency": 100,
        "throughput": 3052.452821872402,
        "availability": 28.465253743985535,
        "score": 228.7133562367002,
        "zero_downtime": 7.4927728480470135,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 24459168,
        "heap_mib": 23.326080322265625,
        "mobile_score": 783736.3929060593,
        "mobile_throughput": 10459897.941659072,
        "mobile_availability": 97542.4245420045,
        "mobile_accuracy": 90199.8870946487,
        "soft_acc_blocks": [
          25.0605714,
          27.58447378692494
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.111564189,
        "time_to_acc50_sec": 1.111564189,
        "acc_per_sec": 12.188752786592017,
        "mobile_acc_per_sec": 41767.430202462456
      },
      "started": "2026-08-18T07:43:45.479050344+10:00",
      "ended": "2026-08-18T07:43:47.638894455+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|StepTweenSplit|cnn|simd",
        "dtype": 10,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5248,
        "total_correct": 3684,
        "total_train": 204,
        "infer_ms": 746.463332,
        "train_ms": 1763.353167,
        "blocked_train": 1763353167,
        "duration": 2218460250,
        "avg_accuracy": 43.51662957467853,
        "soft_acc": 26.056815518422354,
        "adapt_pct": 26.973678620178042,
        "stability": 99.08313689824432,
        "consistency": 100,
        "throughput": 2365.6047026310252,
        "availability": 29.741749338942412,
        "score": 183.32851566659656,
        "zero_downtime": 7.749752757199824,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 41064880,
        "heap_mib": 39.16252136230469,
        "mobile_score": 78271.12444772685,
        "mobile_throughput": 1009982.2136262336,
        "mobile_availability": 12698.080030468598,
        "mobile_accuracy": 11124.817340816466,
        "soft_acc_blocks": [
          25.13995241666667,
          26.973678620178042
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.16956783,
        "time_to_acc50_sec": 1.16956783,
        "acc_per_sec": 11.745450709978847,
        "mobile_acc_per_sec": 5014.657053610253
      },
      "started": "2026-08-18T07:43:49.83109421+10:00",
      "ended": "2026-08-18T07:43:52.053145029+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|StepTweenSplit|cnn|simd",
        "dtype": 11,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4264,
        "total_correct": 2643,
        "total_train": 195,
        "infer_ms": 721.447217,
        "train_ms": 1824.776077,
        "blocked_train": 1824776077,
        "duration": 2269887957,
        "avg_accuracy": 38.459517403732974,
        "soft_acc": 26.07045693601816,
        "adapt_pct": 26.902423766773165,
        "stability": 99.16803316924499,
        "consistency": 100,
        "throughput": 1878.5068165371126,
        "availability": 28.33401213083082,
        "score": 138.76166232725052,
        "zero_downtime": 7.386806430814411,
        "weight_bytes": 1232,
        "weight_mib": 0.0011749267578125,
        "heap_bytes": 28654112,
        "heap_mib": 27.326690673828125,
        "mobile_score": 118102.39353608688,
        "mobile_throughput": 1598828.8666048858,
        "mobile_availability": 24115.556090988684,
        "mobile_accuracy": 22189.006048816704,
        "soft_acc_blocks": [
          25.238490105263157,
          26.902423766773165
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.213483724,
        "time_to_acc50_sec": 1.213483724,
        "acc_per_sec": 11.485349686807542,
        "mobile_acc_per_sec": 9775.375026943104
      },
      "started": "2026-08-18T07:43:54.297067283+10:00",
      "ended": "2026-08-18T07:43:56.567256594+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|StepTweenSplit|cnn|simd",
        "dtype": 12,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4368,
        "total_correct": 2813,
        "total_train": 199,
        "infer_ms": 613.951192,
        "train_ms": 1631.379481,
        "blocked_train": 1631379481,
        "duration": 2208381237,
        "avg_accuracy": 40.531417112299465,
        "soft_acc": 25.64264300721925,
        "adapt_pct": 26.431215423529412,
        "stability": 99.21142758368984,
        "consistency": 100,
        "throughput": 1977.919358676384,
        "availability": 27.343464345039926,
        "score": 138.6835355910591,
        "zero_downtime": 7.01158694780487,
        "weight_bytes": 620,
        "weight_mib": 0.000591278076171875,
        "heap_bytes": 28644664,
        "heap_mib": 27.31768035888672,
        "mobile_score": 234548.75325150063,
        "mobile_throughput": 3345159.3055539485,
        "mobile_availability": 46244.67817591062,
        "mobile_accuracy": 43368.16134506118,
        "soft_acc_blocks": [
          24.85407059090909,
          26.431215423529412
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.114762615,
        "time_to_acc50_sec": 1.114762615,
        "acc_per_sec": 11.611510991668169,
        "mobile_acc_per_sec": 19637.986692902326
      },
      "started": "2026-08-18T07:43:58.617784803+10:00",
      "ended": "2026-08-18T07:44:00.826432342+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|StepTweenSplit|cnn|simd",
        "dtype": 13,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7464,
        "total_correct": 5306,
        "total_train": 243,
        "infer_ms": 807.262982,
        "train_ms": 1703.598107,
        "blocked_train": 1703598107,
        "duration": 2220557054,
        "avg_accuracy": 48.00243263473054,
        "soft_acc": 26.365418266841317,
        "adapt_pct": 27.255944658682633,
        "stability": 99.10947360815868,
        "consistency": 100,
        "throughput": 3361.318722504664,
        "availability": 32.15084201736976,
        "score": 284.9290377357757,
        "zero_downtime": 8.476703974190901,
        "weight_bytes": 314,
        "weight_mib": 0.0002994537353515625,
        "heap_bytes": 25918424,
        "heap_mib": 24.717735290527344,
        "mobile_score": 951496.0212510469,
        "mobile_throughput": 11224834.843213538,
        "mobile_availability": 107364.9723541577,
        "mobile_accuracy": 88045.04721201083,
        "soft_acc_blocks": [
          25.474891875,
          27.255944658682633
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.072361339,
        "time_to_acc50_sec": 1.139610766,
        "acc_per_sec": 11.873335215300132,
        "mobile_acc_per_sec": 39649.981995918955
      },
      "started": "2026-08-18T07:44:03.027917384+10:00",
      "ended": "2026-08-18T07:44:05.248783969+10:00"
    },
    {
      "cell": {
        "id": "int4|none|StepTweenSplit|cnn|simd",
        "dtype": 14,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5616,
        "total_correct": 1711,
        "total_train": 212,
        "infer_ms": 846.000768,
        "train_ms": 1811.889036,
        "blocked_train": 1811889036,
        "duration": 2336800690,
        "avg_accuracy": 32.455885204576305,
        "soft_acc": 25.400158614165214,
        "adapt_pct": 25.69896167277487,
        "stability": 99.70119694139034,
        "consistency": 100,
        "throughput": 2403.2858360718815,
        "availability": 31.829790938917345,
        "score": 194.30127108699608,
        "zero_downtime": 8.084817385042193,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 25910592,
        "heap_mib": 24.71026611328125,
        "mobile_score": 1331631.696936719,
        "mobile_throughput": 16470770.253888296,
        "mobile_availability": 218143.4958403019,
        "mobile_accuracy": 174078.4099281497,
        "soft_acc_blocks": [
          25.101355555555553,
          25.69896167277487
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.2875905730000001,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.869629884508983,
        "mobile_acc_per_sec": 74494.33350182282
      },
      "started": "2026-08-18T07:44:07.501761302+10:00",
      "ended": "2026-08-18T07:44:09.838845585+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|StepTweenSplit|cnn|simd",
        "dtype": 15,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4496,
        "total_correct": 1287,
        "total_train": 205,
        "infer_ms": 733.313291,
        "train_ms": 1768.690422,
        "blocked_train": 1768690422,
        "duration": 2188833583,
        "avg_accuracy": 23.56305267204921,
        "soft_acc": 24.937674165993847,
        "adapt_pct": 25.148737387543253,
        "stability": 99.78893677845059,
        "consistency": 100,
        "throughput": 2054.0620515506776,
        "availability": 29.30904087751048,
        "score": 150.13125393001127,
        "zero_downtime": 7.308993115211507,
        "weight_bytes": 161,
        "weight_mib": 0.00015354156494140625,
        "heap_bytes": 24864536,
        "heap_mib": 23.712669372558594,
        "mobile_score": 977789.004477736,
        "mobile_throughput": 13377889.253209958,
        "mobile_availability": 190886.68849177906,
        "mobile_accuracy": 162416.4386725538,
        "soft_acc_blocks": [
          24.726610944444445,
          25.148737387543253
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.11902906,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.39313393200704,
        "mobile_acc_per_sec": 74202.27829744232
      },
      "started": "2026-08-18T07:44:12.13549558+10:00",
      "ended": "2026-08-18T07:44:14.324624319+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|StepTweenSplit|cnn|simd",
        "dtype": 16,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5968,
        "total_correct": 1513,
        "total_train": 220,
        "infer_ms": 637.572894,
        "train_ms": 1642.05586,
        "blocked_train": 1642055860,
        "duration": 2204271323,
        "avg_accuracy": 24.12902536335138,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 2707.4706900771125,
        "availability": 27.968277417157026,
        "score": 189.3082283972456,
        "zero_downtime": 6.992069354289256,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 27808672,
        "heap_mib": 26.520416259765625,
        "mobile_score": 1297412.1888880406,
        "mobile_throughput": 18555482.26351829,
        "mobile_availability": 191678.85268609703,
        "mobile_accuracy": 171335.9477124183,
        "soft_acc_blocks": [
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.143138358,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.341616496636698,
        "mobile_acc_per_sec": 77729.06444168184
      },
      "started": "2026-08-18T07:44:16.611856088+10:00",
      "ended": "2026-08-18T07:44:18.816580171+10:00"
    },
    {
      "cell": {
        "id": "int2|none|StepTweenSplit|cnn|simd",
        "dtype": 17,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5912,
        "total_correct": 2669,
        "total_train": 221,
        "infer_ms": 614.599158,
        "train_ms": 1762.911006,
        "blocked_train": 1762911006,
        "duration": 2399745821,
        "avg_accuracy": 39.0224358974359,
        "soft_acc": 25.2882691607906,
        "adapt_pct": 25.359504432692308,
        "stability": 99.92876472809829,
        "consistency": 100,
        "throughput": 2463.594247467595,
        "availability": 25.85053756262301,
        "score": 161.04893802613165,
        "zero_downtime": 6.537153518347384,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 40583824,
        "heap_mib": 38.70375061035156,
        "mobile_score": 2193143.522593364,
        "mobile_throughput": 33548906.51470884,
        "mobile_availability": 352029.2633151297,
        "mobile_accuracy": 344372.36524084624,
        "soft_acc_blocks": [
          25.21703388888889,
          25.359504432692308
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.132247376,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.537894863487129,
        "mobile_acc_per_sec": 143503.68369319325
      },
      "started": "2026-08-18T07:44:20.987068918+10:00",
      "ended": "2026-08-18T07:44:23.38710974+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|StepTweenSplit|cnn|simd",
        "dtype": 18,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4104,
        "total_correct": 1235,
        "total_train": 175,
        "infer_ms": 715.216569,
        "train_ms": 1796.848882,
        "blocked_train": 1796848882,
        "duration": 2217168071,
        "avg_accuracy": 30.68046278625954,
        "soft_acc": 25.31572971350191,
        "adapt_pct": 25.077815614503816,
        "stability": 99.76208590100191,
        "consistency": 100,
        "throughput": 1851.0098777261346,
        "availability": 28.47125534548821,
        "score": 133.41535093009523,
        "zero_downtime": 7.2077060493047584,
        "weight_bytes": 85,
        "weight_mib": 0.00008106231689453125,
        "heap_bytes": 25913216,
        "heap_mib": 24.7127685546875,
        "mobile_score": 1645836.8825514768,
        "mobile_throughput": 22834406.277018346,
        "mobile_availability": 351226.76523706643,
        "mobile_accuracy": 312299.60705958796,
        "soft_acc_blocks": [
          25.5536438125,
          25.077815614503816
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.072637484,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.418047212850157,
        "mobile_acc_per_sec": 140855.1796971949
      },
      "started": "2026-08-18T07:44:25.648676053+10:00",
      "ended": "2026-08-18T07:44:27.866261467+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|StepTweenSplit|cnn|simd",
        "dtype": 19,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6192,
        "total_correct": 1526,
        "total_train": 232,
        "infer_ms": 626.834677,
        "train_ms": 1755.341363,
        "blocked_train": 1755341363,
        "duration": 2306655637,
        "avg_accuracy": 21.383406432748536,
        "soft_acc": 24.819580324171543,
        "adapt_pct": 24.966809463157897,
        "stability": 99.85277086101365,
        "consistency": 100,
        "throughput": 2684.405899466302,
        "availability": 26.313532941083565,
        "score": 175.31609157127883,
        "zero_downtime": 6.530908444439574,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 25489392,
        "heap_mib": 24.308578491210938,
        "mobile_score": 2387431.7666940945,
        "mobile_throughput": 36555890.91478931,
        "mobile_availability": 358334.2742497356,
        "mobile_accuracy": 337989.82153244806,
        "soft_acc_blocks": [
          24.67235118518519,
          24.966809463157897
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.759985117003204,
        "mobile_acc_per_sec": 146528.07992268508
      },
      "started": "2026-08-18T07:44:30.084820106+10:00",
      "ended": "2026-08-18T07:44:32.391736941+10:00"
    },
    {
      "cell": {
        "id": "binary|none|StepTweenSplit|cnn|simd",
        "dtype": 20,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6640,
        "total_correct": 1896,
        "total_train": 247,
        "infer_ms": 681.107105,
        "train_ms": 1718.673624,
        "blocked_train": 1718673624,
        "duration": 2317958433,
        "avg_accuracy": 24.82442496229261,
        "soft_acc": 25.372970867647062,
        "adapt_pct": 25.37932623529412,
        "stability": 99.99364463235294,
        "consistency": 100,
        "throughput": 2864.5897637630333,
        "availability": 28.38205577573,
        "score": 206.28972917223007,
        "zero_downtime": 7.201370743615313,
        "weight_bytes": 39,
        "weight_mib": 0.00003719329833984375,
        "heap_bytes": 27811816,
        "heap_mib": 26.523414611816406,
        "mobile_score": 5546422.027089751,
        "mobile_throughput": 77018976.31096375,
        "mobile_availability": 763095.9619767143,
        "mobile_accuracy": 682192.0077054843,
        "soft_acc_blocks": [
          25.3666155,
          25.37932623529412
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.1567913029999999,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.94625792525895,
        "mobile_acc_per_sec": 294307.2653906751
      },
      "started": "2026-08-18T07:44:35.12304556+10:00",
      "ended": "2026-08-18T07:44:37.441295034+10:00"
    },
    {
      "cell": {
        "id": "int|none|StepTweenSplit|cnn|simd",
        "dtype": 21,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3352,
        "total_correct": 2579,
        "total_train": 176,
        "infer_ms": 719.624261,
        "train_ms": 1745.192823,
        "blocked_train": 1745192823,
        "duration": 2229352522,
        "avg_accuracy": 50.33217670954638,
        "soft_acc": 29.05306414658091,
        "adapt_pct": 32.54587043601896,
        "stability": 96.50719371056195,
        "consistency": 100,
        "throughput": 1503.5755749354744,
        "availability": 29.195848473760417,
        "score": 127.53761936291039,
        "zero_downtime": 8.482288585220177,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 26194288,
        "heap_mib": 24.980819702148438,
        "mobile_score": 54629.4472063248,
        "mobile_throughput": 644041.3652220343,
        "mobile_availability": 12505.745918799756,
        "mobile_accuracy": 12444.585698760304,
        "soft_acc_blocks": [
          25.560257857142858,
          32.54587043601896
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.134220852,
        "time_to_acc50_sec": 1.134220852,
        "acc_per_sec": 13.032063731453642,
        "mobile_acc_per_sec": 5582.15247519311
      },
      "started": "2026-08-18T07:44:39.623331822+10:00",
      "ended": "2026-08-18T07:44:41.852987417+10:00"
    },
    {
      "cell": {
        "id": "uint|none|StepTweenSplit|cnn|simd",
        "dtype": 22,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3912,
        "total_correct": 2591,
        "total_train": 216,
        "infer_ms": 610.897144,
        "train_ms": 1821.825569,
        "blocked_train": 1821825569,
        "duration": 2211377221,
        "avg_accuracy": 42.673476005188064,
        "soft_acc": 25.66904664215305,
        "adapt_pct": 26.815921750972763,
        "stability": 98.85312489118029,
        "consistency": 100,
        "throughput": 1769.0333258615037,
        "availability": 25.111663599615515,
        "score": 114.03055507700276,
        "zero_downtime": 6.445924642005875,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 25555112,
        "heap_mib": 24.371253967285156,
        "mobile_score": 48684.73262232217,
        "mobile_throughput": 755279.270642733,
        "mobile_availability": 10721.289808888614,
        "mobile_accuracy": 10959.26150319311,
        "soft_acc_blocks": [
          24.522171533333335,
          26.815921750972763
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.129577364,
        "time_to_acc50_sec": 1.129577364,
        "acc_per_sec": 11.607719568778649,
        "mobile_acc_per_sec": 4955.853483123632
      },
      "started": "2026-08-18T07:44:44.039980341+10:00",
      "ended": "2026-08-18T07:44:46.251626832+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|StepTweenSplit|cnn|simd",
        "dtype": 23,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4184,
        "total_correct": 2760,
        "total_train": 201,
        "infer_ms": 644.949061,
        "train_ms": 1778.985595,
        "blocked_train": 1778985595,
        "duration": 2268577370,
        "avg_accuracy": 40.103246466431095,
        "soft_acc": 25.57046464918286,
        "adapt_pct": 26.52464998586572,
        "stability": 99.04581466331715,
        "consistency": 100,
        "throughput": 1844.3276633761006,
        "availability": 26.6075267088388,
        "score": 125.48193494174487,
        "zero_downtime": 6.803668211105514,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 31887520,
        "heap_mib": 30.410308837890625,
        "mobile_score": 53573.83770906965,
        "mobile_throughput": 787425.7833681833,
        "mobile_availability": 11359.94052371635,
        "mobile_accuracy": 10917.17245113256,
        "soft_acc_blocks": [
          24.6162793125,
          26.52464998586572
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.191328188,
        "time_to_acc50_sec": 1.191328188,
        "acc_per_sec": 11.271585879031694,
        "mobile_acc_per_sec": 4812.3430108678895
      },
      "started": "2026-08-18T07:44:48.509397809+10:00",
      "ended": "2026-08-18T07:44:50.778315543+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|StepTweenSplit|cnn|simd",
        "dtype": 24,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3744,
        "total_correct": 2723,
        "total_train": 179,
        "infer_ms": 712.983441,
        "train_ms": 1780.597938,
        "blocked_train": 1780597938,
        "duration": 2211459086,
        "avg_accuracy": 54.791666666666664,
        "soft_acc": 29.045721532608695,
        "adapt_pct": 32.61679746521739,
        "stability": 96.4289240673913,
        "consistency": 100,
        "throughput": 1692.999894821477,
        "availability": 28.592748045220304,
        "score": 140.6031329541506,
        "zero_downtime": 8.304969975735107,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 25934176,
        "heap_mib": 24.732757568359375,
        "mobile_score": 60225.927590086365,
        "mobile_throughput": 725179.3536406556,
        "mobile_availability": 12247.41396007554,
        "mobile_accuracy": 12441.440564451264,
        "soft_acc_blocks": [
          25.4746456,
          32.61679746521739
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.07208316,
        "time_to_acc50_sec": 1.133251939,
        "acc_per_sec": 13.134188968942423,
        "mobile_acc_per_sec": 5625.896786069351
      },
      "started": "2026-08-18T07:44:52.979095684+10:00",
      "ended": "2026-08-18T07:44:55.19086753+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|StepTweenSplit|cnn|simd",
        "dtype": 25,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3200,
        "total_correct": 2586,
        "total_train": 178,
        "infer_ms": 597.984016,
        "train_ms": 1830.824498,
        "blocked_train": 1830824498,
        "duration": 2454367911,
        "avg_accuracy": 49.50305810397554,
        "soft_acc": 28.89223977813456,
        "adapt_pct": 32.58409902293578,
        "stability": 96.30814075519878,
        "consistency": 100,
        "throughput": 1303.7980107457493,
        "availability": 24.62046771300144,
        "score": 92.74442722961207,
        "zero_downtime": 7.113404566138578,
        "weight_bytes": 4896,
        "weight_mib": 0.004669189453125,
        "heap_bytes": 27624768,
        "heap_mib": 26.34503173828125,
        "mobile_score": 19863.06791803875,
        "mobile_throughput": 279234.33474586083,
        "mobile_availability": 5272.963960912622,
        "mobile_accuracy": 6187.849104901394,
        "soft_acc_blocks": [
          25.200380533333334,
          32.58409902293578
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.3129484310000001,
        "time_to_acc50_sec": 1.3129484310000001,
        "acc_per_sec": 11.771763983975328,
        "mobile_acc_per_sec": 2521.1579230516572
      },
      "started": "2026-08-18T07:44:57.365635867+10:00",
      "ended": "2026-08-18T07:44:59.820314559+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|StepTweenSplit|cnn|simd",
        "dtype": 26,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3168,
        "total_correct": 1057,
        "total_train": 178,
        "infer_ms": 615.414776,
        "train_ms": 1855.84009,
        "blocked_train": 1855840090,
        "duration": 2312810436,
        "avg_accuracy": 28.031874039938558,
        "soft_acc": 25.140177373118277,
        "adapt_pct": 25.041860612903225,
        "stability": 99.90168323978494,
        "consistency": 100,
        "throughput": 1369.7620655322917,
        "availability": 24.902926220479927,
        "score": 85.75586935404061,
        "zero_downtime": 6.260639822925433,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 27834544,
        "heap_mib": 26.545089721679688,
        "mobile_score": 587722.5259070751,
        "mobile_throughput": 9387579.265539793,
        "mobile_availability": 170670.65859193436,
        "mobile_accuracy": 172296.6446352606,
        "soft_acc_blocks": [
          25.238494133333333,
          25.041860612903225
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.070128318,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.869968840420036,
        "mobile_acc_per_sec": 74496.65651511293
      },
      "started": "2026-08-18T07:45:02.079125675+10:00",
      "ended": "2026-08-18T07:45:04.39237434+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|StepTweenSplit|cnn|simd",
        "dtype": 27,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2208,
        "total_correct": 1239,
        "total_train": 121,
        "infer_ms": 693.070629,
        "train_ms": 1791.832336,
        "blocked_train": 1791832336,
        "duration": 2237381702,
        "avg_accuracy": 52.55762411347518,
        "soft_acc": 26.0487526535461,
        "adapt_pct": 26.2069970070922,
        "stability": 99.8417556464539,
        "consistency": 100,
        "throughput": 986.8678187661338,
        "availability": 27.891255262758317,
        "score": 71.69914542621964,
        "zero_downtime": 7.265324095365073,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 25944224,
        "heap_mib": 24.742340087890625,
        "mobile_score": 326878.27441062476,
        "mobile_throughput": 4499156.130132685,
        "mobile_availability": 127156.96034087855,
        "mobile_accuracy": 118756.94288019459,
        "soft_acc_blocks": [
          25.8905083,
          26.2069970070922
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.074324096,
        "time_to_acc50_sec": 1.14336739,
        "acc_per_sec": 11.642516174267925,
        "mobile_acc_per_sec": 53078.53495630071
      },
      "started": "2026-08-18T07:45:06.619130118+10:00",
      "ended": "2026-08-18T07:45:08.856831611+10:00"
    },
    {
      "cell": {
        "id": "int6|none|StepTweenSplit|cnn|simd",
        "dtype": 28,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2160,
        "total_correct": 931,
        "total_train": 121,
        "infer_ms": 679.681903,
        "train_ms": 1835.674583,
        "blocked_train": 1835674583,
        "duration": 2494909626,
        "avg_accuracy": 41.515899122807014,
        "soft_acc": 25.717020627192984,
        "adapt_pct": 25.909316921052632,
        "stability": 99.80770370614036,
        "consistency": 100,
        "throughput": 865.7628226249827,
        "availability": 27.021295263036524,
        "score": 60.16248255600911,
        "zero_downtime": 6.9490720765298235,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 25522496,
        "heap_mib": 24.34014892578125,
        "mobile_score": 274282.3274289122,
        "mobile_throughput": 3947035.2934644083,
        "mobile_availability": 123190.7900075382,
        "mobile_accuracy": 117244.56791817179,
        "soft_acc_blocks": [
          25.524724333333335,
          25.909316921052632
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071640765,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.307796466529398,
        "mobile_acc_per_sec": 46993.51298994578
      },
      "started": "2026-08-18T07:45:11.414325919+10:00",
      "ended": "2026-08-18T07:45:13.909659033+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|StepTweenSplit|cnn|simd",
        "dtype": 29,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2288,
        "total_correct": 1266,
        "total_train": 130,
        "infer_ms": 611.839412,
        "train_ms": 1856.418737,
        "blocked_train": 1856418737,
        "duration": 2263144270,
        "avg_accuracy": 49.047707100591715,
        "soft_acc": 25.739364602071007,
        "adapt_pct": 26.26398770414201,
        "stability": 99.475376897929,
        "consistency": 100,
        "throughput": 1010.9828305377986,
        "availability": 24.788307181235602,
        "score": 64.50427097238622,
        "zero_downtime": 6.380352764059581,
        "weight_bytes": 238,
        "weight_mib": 0.0002269744873046875,
        "heap_bytes": 25744128,
        "heap_mib": 24.551513671875,
        "mobile_score": 284191.7245342053,
        "mobile_throughput": 4454169.464344549,
        "mobile_availability": 109211.86550786262,
        "mobile_accuracy": 113402.01671000507,
        "soft_acc_blocks": [
          25.2147415,
          26.26398770414201
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.070768577,
        "time_to_acc50_sec": 1.190224995,
        "acc_per_sec": 11.373276084635561,
        "mobile_acc_per_sec": 50108.169511440414
      },
      "started": "2026-08-18T07:45:16.208271293+10:00",
      "ended": "2026-08-18T07:45:18.471761813+10:00"
    },
    {
      "cell": {
        "id": "int5|none|StepTweenSplit|cnn|simd",
        "dtype": 30,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2312,
        "total_correct": 918,
        "total_train": 120,
        "infer_ms": 681.087197,
        "train_ms": 1817.614229,
        "blocked_train": 1817614229,
        "duration": 2293716267,
        "avg_accuracy": 38.20929887106358,
        "soft_acc": 25.586378702911468,
        "adapt_pct": 25.901705496732024,
        "stability": 99.68467320617944,
        "consistency": 100,
        "throughput": 1007.9712269834987,
        "availability": 27.257646308318872,
        "score": 70.29837896770961,
        "zero_downtime": 6.974244609946634,
        "weight_bytes": 192,
        "weight_mib": 0.00018310546875,
        "heap_bytes": 29093152,
        "heap_mib": 27.745391845703125,
        "mobile_score": 383922.8803356514,
        "mobile_throughput": 5504866.860965881,
        "mobile_availability": 148863.09237183214,
        "mobile_accuracy": 139735.74288950049,
        "soft_acc_blocks": [
          25.271051909090907,
          25.901705496732024
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.070683369,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.15498855330369,
        "mobile_acc_per_sec": 60921.11081910922
      },
      "started": "2026-08-18T07:45:20.861382886+10:00",
      "ended": "2026-08-18T07:45:23.155441497+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|StepTweenSplit|cnn|simd",
        "dtype": 31,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2536,
        "total_correct": 691,
        "total_train": 133,
        "infer_ms": 720.348316,
        "train_ms": 1828.708328,
        "blocked_train": 1828708328,
        "duration": 2217402430,
        "avg_accuracy": 23.344638242894057,
        "soft_acc": 25.26695164244186,
        "adapt_pct": 25.358769284883717,
        "stability": 99.90818235755815,
        "consistency": 100,
        "throughput": 1143.6805361487766,
        "availability": 28.259407953744944,
        "score": 81.66211772934169,
        "zero_downtime": 7.140290942113104,
        "weight_bytes": 200,
        "weight_mib": 0.00019073486328125,
        "heap_bytes": 24482792,
        "heap_mib": 23.348609924316406,
        "mobile_score": 428144.68380081095,
        "mobile_throughput": 5996179.809363698,
        "mobile_availability": 148160.68477253028,
        "mobile_accuracy": 132471.59542712558,
        "soft_acc_blocks": [
          25.175134,
          25.358769284883717
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.139341133,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.394842587252807,
        "mobile_acc_per_sec": 59741.792303856
      },
      "started": "2026-08-18T07:45:25.395055262+10:00",
      "ended": "2026-08-18T07:45:27.612890973+10:00"
    },
    {
      "cell": {
        "id": "int3|none|StepTweenSplit|cnn|simd",
        "dtype": 32,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2544,
        "total_correct": 680,
        "total_train": 142,
        "infer_ms": 595.098694,
        "train_ms": 1729.174262,
        "blocked_train": 1729174262,
        "duration": 2376236229,
        "avg_accuracy": 26.012569832402235,
        "soft_acc": 25.10964797299814,
        "adapt_pct": 25.100969279329608,
        "stability": 99.99132130633147,
        "consistency": 100,
        "throughput": 1070.6006284024213,
        "availability": 25.603649195494924,
        "score": 68.82876645615477,
        "zero_downtime": 6.428986181230146,
        "weight_bytes": 115,
        "weight_mib": 0.00010967254638671875,
        "heap_bytes": 44561296,
        "heap_mib": 42.49696350097656,
        "mobile_score": 627584.2836132952,
        "mobile_throughput": 9761792.387197368,
        "mobile_availability": 233455.40920708943,
        "mobile_accuracy": 228951.08028638695,
        "soft_acc_blocks": [
          25.11832666666667,
          25.100969279329608
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.194195645,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.566983057726178,
        "mobile_acc_per_sec": 96350.30284120247
      },
      "started": "2026-08-18T07:45:29.740779321+10:00",
      "ended": "2026-08-18T07:45:32.117407789+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|StepTweenSplit|cnn|simd",
        "dtype": 33,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3112,
        "total_correct": 742,
        "total_train": 165,
        "infer_ms": 636.429597,
        "train_ms": 1831.488171,
        "blocked_train": 1831488171,
        "duration": 2279647568,
        "avg_accuracy": 29.914736164736162,
        "soft_acc": 24.923413042149292,
        "adapt_pct": 24.966872441441442,
        "stability": 99.95654060070785,
        "consistency": 100,
        "throughput": 1365.1232952338535,
        "availability": 25.788120060246673,
        "score": 87.74029213995162,
        "zero_downtime": 6.4272796784206365,
        "weight_bytes": 123,
        "weight_mib": 0.00011730194091796875,
        "heap_bytes": 24895392,
        "heap_mib": 23.742095947265625,
        "mobile_score": 747986.703828796,
        "mobile_throughput": 11637687.190431977,
        "mobile_availability": 219843.93317311557,
        "mobile_accuracy": 212472.29881369704,
        "soft_acc_blocks": [
          24.879953642857142,
          24.966872441441442
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.077055445,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.933011484760039,
        "mobile_acc_per_sec": 93204.01179385156
      },
      "started": "2026-08-18T07:45:34.345615774+10:00",
      "ended": "2026-08-18T07:45:36.625552248+10:00"
    },
    {
      "cell": {
        "id": "float64|none|StepTweenSplit|bicameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 872,
        "total_correct": 203,
        "total_train": 65,
        "infer_ms": 518.116525,
        "train_ms": 1935.049356,
        "blocked_train": 1935049356,
        "duration": 2271098301,
        "avg_accuracy": 14.154411764705882,
        "soft_acc": 25.016736024509804,
        "adapt_pct": 25.037365549019608,
        "stability": 99.9793704754902,
        "consistency": 100,
        "throughput": 383.95519895199817,
        "availability": 21.120321663237743,
        "score": 20.286714938249798,
        "zero_downtime": 5.283615118019544,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 26334224,
        "heap_mib": 25.114273071289062,
        "mobile_score": 167.6769012729397,
        "mobile_throughput": 3173.5260333608467,
        "mobile_availability": 174.56695680690487,
        "mobile_accuracy": 206.7722048306564,
        "soft_acc_blocks": [
          24.9961065,
          25.037365549019608
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.015259010803076,
        "mobile_acc_per_sec": 91.04502642602982
      },
      "started": "2026-08-18T07:45:39.122324914+10:00",
      "ended": "2026-08-18T07:45:41.396576597+10:00"
    },
    {
      "cell": {
        "id": "float32|none|StepTweenSplit|bicameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2120,
        "total_correct": 525,
        "total_train": 107,
        "infer_ms": 540.164472,
        "train_ms": 1858.250887,
        "blocked_train": 1858250887,
        "duration": 2331119123,
        "avg_accuracy": 19.317755255255257,
        "soft_acc": 24.999013390765768,
        "adapt_pct": 24.999197114864867,
        "stability": 99.9998162759009,
        "consistency": 100,
        "throughput": 909.4344339090215,
        "availability": 22.521723352589653,
        "score": 51.20305604347971,
        "zero_downtime": 5.630208636745108,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 26697880,
        "heap_mib": 25.461082458496094,
        "mobile_score": 846.422873216165,
        "mobile_throughput": 15033.59693799007,
        "mobile_availability": 372.3000786064612,
        "mobile_accuracy": 413.2514419415375,
        "soft_acc_blocks": [
          24.998829666666666,
          24.999197114864867
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.724039429865622,
        "mobile_acc_per_sec": 177.27598639820238
      },
      "started": "2026-08-18T07:45:43.670925569+10:00",
      "ended": "2026-08-18T07:45:46.004499012+10:00"
    },
    {
      "cell": {
        "id": "float16|none|StepTweenSplit|bicameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 416,
        "total_correct": 101,
        "total_train": 34,
        "infer_ms": 425.763809,
        "train_ms": 1993.922101,
        "blocked_train": 1993922101,
        "duration": 2275265057,
        "avg_accuracy": 19.886363636363637,
        "soft_acc": 24.996061734848485,
        "adapt_pct": 24.99354496969697,
        "stability": 99.99748323484849,
        "consistency": 100,
        "throughput": 182.83584091451198,
        "availability": 17.59582957607915,
        "score": 8.041603744524597,
        "zero_downtime": 4.398264423595473,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 25821296,
        "heap_mib": 24.625106811523438,
        "mobile_score": 265.86683970294564,
        "mobile_throughput": 6044.812546436351,
        "mobile_availability": 581.7431136828973,
        "mobile_accuracy": 826.405297946793,
        "soft_acc_blocks": [
          24.9985785,
          24.99354496969697
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.193661067,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.985999920293457,
        "mobile_acc_per_sec": 363.2127586209368
      },
      "started": "2026-08-18T07:45:48.274498505+10:00",
      "ended": "2026-08-18T07:45:50.552360487+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|StepTweenSplit|bicameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 840,
        "total_correct": 219,
        "total_train": 51,
        "infer_ms": 606.329621,
        "train_ms": 1931.75471,
        "blocked_train": 1931754710,
        "duration": 2288419571,
        "avg_accuracy": 40.60606060606061,
        "soft_acc": 25.012037942424243,
        "adapt_pct": 25.022738218181818,
        "stability": 99.98929972424243,
        "consistency": 100,
        "throughput": 367.06555504283443,
        "availability": 23.889262212225525,
        "score": 21.932869215516487,
        "zero_downtime": 5.975191328687065,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 25609424,
        "heap_mib": 24.423049926757812,
        "mobile_score": 725.1318032075109,
        "mobile_throughput": 12135.70852076539,
        "mobile_availability": 789.8129339590929,
        "mobile_accuracy": 826.9334940571144,
        "soft_acc_blocks": [
          25.001337666666668,
          25.022738218181818
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071312013,
        "time_to_acc50_sec": 0.071312013,
        "acc_per_sec": 10.929830464390939,
        "mobile_acc_per_sec": 361.35571664236323
      },
      "started": "2026-08-18T07:45:52.824928097+10:00",
      "ended": "2026-08-18T07:45:55.116152301+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|StepTweenSplit|bicameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 664,
        "total_correct": 170,
        "total_train": 43,
        "infer_ms": 601.67769,
        "train_ms": 1914.472854,
        "blocked_train": 1914472854,
        "duration": 2407399345,
        "avg_accuracy": 30.42452830188679,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 275.8163083242012,
        "availability": 23.912626827307992,
        "score": 16.488731134605867,
        "zero_downtime": 5.978156706826997,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 27697592,
        "heap_mib": 26.41448211669922,
        "mobile_score": 1090.2817340270199,
        "mobile_throughput": 18237.757681760475,
        "mobile_availability": 1581.1708026277781,
        "mobile_accuracy": 1653.0710051708916,
        "soft_acc_blocks": [
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071707846,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.38465016280878,
        "mobile_acc_per_sec": 686.6625633192949
      },
      "started": "2026-08-18T07:45:57.209877166+10:00",
      "ended": "2026-08-18T07:45:59.620203539+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|StepTweenSplit|bicameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 584,
        "total_correct": 114,
        "total_train": 40,
        "infer_ms": 568.174801,
        "train_ms": 1970.177586,
        "blocked_train": 1970177586,
        "duration": 2470385423,
        "avg_accuracy": 14.144736842105264,
        "soft_acc": 24.99846264473684,
        "adapt_pct": 24.997282289473684,
        "stability": 99.99881964473684,
        "consistency": 100,
        "throughput": 236.40035864962272,
        "availability": 22.383606149794993,
        "score": 13.227917813820776,
        "zero_downtime": 5.595557421901519,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 27690112,
        "heap_mib": 26.4073486328125,
        "mobile_score": 874.6674958724261,
        "mobile_throughput": 15631.463139827645,
        "mobile_availability": 1480.0676126956384,
        "mobile_accuracy": 1652.9693508744847,
        "soft_acc_blocks": [
          24.999643,
          24.997282289473684
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.119256052919495,
        "mobile_acc_per_sec": 669.1139509992504
      },
      "started": "2026-08-18T07:46:01.760008667+10:00",
      "ended": "2026-08-18T07:46:04.233855597+10:00"
    },
    {
      "cell": {
        "id": "int64|none|StepTweenSplit|bicameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 520,
        "total_correct": 117,
        "total_train": 35,
        "infer_ms": 624.625162,
        "train_ms": 1926.619081,
        "blocked_train": 1926619081,
        "duration": 2338095967,
        "avg_accuracy": 26.480263157894736,
        "soft_acc": 24.99686669736842,
        "adapt_pct": 24.99709839473684,
        "stability": 99.99976830263158,
        "consistency": 100,
        "throughput": 222.40318932127047,
        "availability": 24.483158118389532,
        "score": 13.611125000683423,
        "zero_downtime": 6.120022398159766,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 25981112,
        "heap_mib": 24.77751922607422,
        "mobile_score": 112.500780431932,
        "mobile_throughput": 1838.2413186226236,
        "mobile_availability": 202.3619940026203,
        "mobile_accuracy": 206.60797778770802,
        "soft_acc_blocks": [
          24.996635,
          24.99709839473684
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.089513766,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.691120916410366,
        "mobile_acc_per_sec": 88.36590999847014
      },
      "started": "2026-08-18T07:46:06.542118106+10:00",
      "ended": "2026-08-18T07:46:08.883360215+10:00"
    },
    {
      "cell": {
        "id": "int32|none|StepTweenSplit|bicameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 528,
        "total_correct": 133,
        "total_train": 35,
        "infer_ms": 632.276402,
        "train_ms": 1929.059181,
        "blocked_train": 1929059181,
        "duration": 2357005422,
        "avg_accuracy": 24.305555555555557,
        "soft_acc": 25.001341402777776,
        "adapt_pct": 25.002662805555556,
        "stability": 99.99867859722222,
        "consistency": 100,
        "throughput": 224.01306126482046,
        "availability": 24.685418271487777,
        "score": 13.825382065431691,
        "zero_downtime": 6.171685698758344,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 41231544,
        "heap_mib": 39.32146453857422,
        "mobile_score": 228.54338227774784,
        "mobile_throughput": 3703.094963564453,
        "mobile_availability": 408.06749195112195,
        "mobile_accuracy": 413.2899256331049,
        "soft_acc_blocks": [
          25.00002,
          25.002662805555556
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.271795717,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.607248150308997,
        "mobile_acc_per_sec": 175.34534361928377
      },
      "started": "2026-08-18T07:46:11.055100198+10:00",
      "ended": "2026-08-18T07:46:13.417239833+10:00"
    },
    {
      "cell": {
        "id": "int16|none|StepTweenSplit|bicameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 512,
        "total_correct": 117,
        "total_train": 36,
        "infer_ms": 604.285441,
        "train_ms": 1987.804326,
        "blocked_train": 1987804326,
        "duration": 2424075038,
        "avg_accuracy": 23.392857142857142,
        "soft_acc": 24.998026242857144,
        "adapt_pct": 24.997169485714284,
        "stability": 99.99914324285714,
        "consistency": 100,
        "throughput": 211.21458369639794,
        "availability": 23.312674147831704,
        "score": 12.308970039029013,
        "zero_downtime": 5.827708401386742,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 25658728,
        "heap_mib": 24.470069885253906,
        "mobile_score": 406.9520295007216,
        "mobile_throughput": 6983.054083555119,
        "mobile_availability": 770.7501137355523,
        "mobile_accuracy": 826.4702473713637,
        "soft_acc_blocks": [
          24.998883,
          24.997169485714284
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071497898,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.312397863509185,
        "mobile_acc_per_sec": 340.9425180390657
      },
      "started": "2026-08-18T07:46:15.813906828+10:00",
      "ended": "2026-08-18T07:46:18.241416394+10:00"
    },
    {
      "cell": {
        "id": "int8|none|StepTweenSplit|bicameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1752,
        "total_correct": 459,
        "total_train": 93,
        "infer_ms": 483.468432,
        "train_ms": 1867.225121,
        "blocked_train": 1867225121,
        "duration": 2460899267,
        "avg_accuracy": 24.872579001019368,
        "soft_acc": 25.004598372069317,
        "adapt_pct": 25.009369633027525,
        "stability": 99.99522873904179,
        "consistency": 100,
        "throughput": 711.9348701077898,
        "availability": 20.567054832944446,
        "score": 36.6127418994135,
        "zero_downtime": 5.142709457941031,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 25035888,
        "heap_mib": 23.876083374023438,
        "mobile_score": 2420.9384821490357,
        "mobile_throughput": 47075.15565381169,
        "mobile_availability": 1359.952080244013,
        "mobile_accuracy": 1653.3750625924426,
        "soft_acc_blocks": [
          24.999827111111113,
          25.009369633027525
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.345379493,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.160756560568847,
        "mobile_acc_per_sec": 671.8580824350511
      },
      "started": "2026-08-18T07:46:20.562628563+10:00",
      "ended": "2026-08-18T07:46:23.026899754+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|StepTweenSplit|bicameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 424,
        "total_correct": 111,
        "total_train": 34,
        "infer_ms": 488.732538,
        "train_ms": 1982.498853,
        "blocked_train": 1982498853,
        "duration": 2407876033,
        "avg_accuracy": 13.257575757575758,
        "soft_acc": 24.999692636363633,
        "adapt_pct": 25.00050927272727,
        "stability": 99.99918336363636,
        "consistency": 100,
        "throughput": 176.08879950174745,
        "availability": 19.776882884375755,
        "score": 8.706111873486801,
        "zero_downtime": 4.944159934147546,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 25082256,
        "heap_mib": 23.920303344726562,
        "mobile_score": 71.94776302649109,
        "mobile_throughput": 1455.2070318270573,
        "mobile_availability": 163.4371926118911,
        "mobile_accuracy": 206.5987650599574,
        "soft_acc_blocks": [
          24.998876,
          25.00050927272727
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.171507789,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.382466660966857,
        "mobile_acc_per_sec": 85.8012465046025
      },
      "started": "2026-08-18T07:46:25.500911713+10:00",
      "ended": "2026-08-18T07:46:27.912683836+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|StepTweenSplit|bicameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 504,
        "total_correct": 133,
        "total_train": 35,
        "infer_ms": 579.865932,
        "train_ms": 1988.10775,
        "blocked_train": 1988107750,
        "duration": 2325215382,
        "avg_accuracy": 24.50657894736842,
        "soft_acc": 24.999161052631578,
        "adapt_pct": 24.99892910526316,
        "stability": 99.99976805263158,
        "consistency": 100,
        "throughput": 216.75411400663097,
        "availability": 22.580680482223105,
        "score": 12.235727859930671,
        "zero_downtime": 5.644980680531099,
        "weight_bytes": 63452,
        "weight_mib": 0.060512542724609375,
        "heap_bytes": 25838936,
        "heap_mib": 24.641929626464844,
        "mobile_score": 202.2015157355901,
        "mobile_throughput": 3581.970022199727,
        "mobile_availability": 373.15702605635084,
        "mobile_accuracy": 413.12362573164296,
        "soft_acc_blocks": [
          24.999393,
          24.99892910526316
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.07129321,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.751331358873479,
        "mobile_acc_per_sec": 177.67112196561365
      },
      "started": "2026-08-18T07:46:30.391609015+10:00",
      "ended": "2026-08-18T07:46:32.719940332+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|StepTweenSplit|bicameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 512,
        "total_correct": 93,
        "total_train": 36,
        "infer_ms": 640.140867,
        "train_ms": 1956.995485,
        "blocked_train": 1956995485,
        "duration": 2367294502,
        "avg_accuracy": 24.19642857142857,
        "soft_acc": 24.99753325,
        "adapt_pct": 24.994358000000002,
        "stability": 99.99682475,
        "consistency": 100,
        "throughput": 216.28065268915157,
        "availability": 24.647949904788053,
        "score": 13.325871738627818,
        "zero_downtime": 6.161379472892737,
        "weight_bytes": 31736,
        "weight_mib": 0.03026580810546875,
        "heap_bytes": 25600432,
        "heap_mib": 24.414474487304688,
        "mobile_score": 440.2945955445993,
        "mobile_throughput": 7146.039251140024,
        "mobile_availability": 814.3826795866851,
        "mobile_accuracy": 825.9331177574994,
        "soft_acc_blocks": [
          25.0007085,
          24.994358000000002
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.068887223,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.55953673228275,
        "mobile_acc_per_sec": 348.89326911362855
      },
      "started": "2026-08-18T07:46:35.096108264+10:00",
      "ended": "2026-08-18T07:46:37.466778648+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|StepTweenSplit|bicameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1008,
        "total_correct": 230,
        "total_train": 68,
        "infer_ms": 475.752335,
        "train_ms": 1931.395091,
        "blocked_train": 1931395091,
        "duration": 2333636302,
        "avg_accuracy": 11.742424242424242,
        "soft_acc": 24.99944678787879,
        "adapt_pct": 25.002120075757574,
        "stability": 99.99732671212121,
        "consistency": 100,
        "throughput": 431.9439147977396,
        "availability": 19.764154445270773,
        "score": 21.34204333186022,
        "zero_downtime": 4.9409292736196475,
        "weight_bytes": 15878,
        "weight_mib": 0.015142440795898438,
        "heap_bytes": 27886464,
        "heap_mib": 26.5946044921875,
        "mobile_score": 1409.4189714541292,
        "mobile_throughput": 28525.38244129957,
        "mobile_availability": 1305.2158969394286,
        "mobile_accuracy": 1650.9522556396769,
        "soft_acc_blocks": [
          24.9967735,
          25.002120075757574
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.712657652117201,
        "mobile_acc_per_sec": 707.4591075844846
      },
      "started": "2026-08-18T07:46:39.921955664+10:00",
      "ended": "2026-08-18T07:46:42.2586029+10:00"
    },
    {
      "cell": {
        "id": "int4|none|StepTweenSplit|bicameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1472,
        "total_correct": 367,
        "total_train": 84,
        "infer_ms": 390.925448,
        "train_ms": 2064.635004,
        "blocked_train": 2064635004,
        "duration": 2688162867,
        "avg_accuracy": 24.99243341404358,
        "soft_acc": 25.00112673123487,
        "adapt_pct": 25.000887033898305,
        "stability": 99.99976030266343,
        "consistency": 100,
        "throughput": 547.5858691712224,
        "availability": 15.920009123847871,
        "score": 21.79491231931028,
        "zero_downtime": 3.98018165667736,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 28277016,
        "heap_mib": 26.967063903808594,
        "mobile_score": 2882.283009223496,
        "mobile_throughput": 72415.86585345992,
        "mobile_availability": 2105.352438775117,
        "mobile_accuracy": 3306.291015680582,
        "soft_acc_blocks": [
          25.00136642857143,
          25.000887033898305
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071545448,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.300450890885276,
        "mobile_acc_per_sec": 1229.944456219059
      },
      "started": "2026-08-18T07:46:44.561362564+10:00",
      "ended": "2026-08-18T07:46:47.252972824+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|StepTweenSplit|bicameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 472,
        "total_correct": 94,
        "total_train": 32,
        "infer_ms": 602.778089,
        "train_ms": 1952.38657,
        "blocked_train": 1952386570,
        "duration": 2317973183,
        "avg_accuracy": 33.088235294117645,
        "soft_acc": 25.001578279411767,
        "adapt_pct": 25.00085905882353,
        "stability": 99.99928077941176,
        "consistency": 100,
        "throughput": 203.62616938869047,
        "availability": 23.590577103391286,
        "score": 12.009905274666583,
        "zero_downtime": 5.8980166010693615,
        "weight_bytes": 7949,
        "weight_mib": 0.007580757141113281,
        "heap_bytes": 25128104,
        "heap_mib": 23.964027404785156,
        "mobile_score": 1584.2619742469224,
        "mobile_throughput": 26860.92768812624,
        "mobile_availability": 3111.902500536624,
        "mobile_accuracy": 3298.0318210985624,
        "soft_acc_blocks": [
          25.0022975,
          25.00085905882353
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.073611644,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.785965283279884,
        "mobile_acc_per_sec": 1422.8084454498035
      },
      "started": "2026-08-18T07:46:49.741633702+10:00",
      "ended": "2026-08-18T07:46:52.063083444+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|StepTweenSplit|bicameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 720,
        "total_correct": 182,
        "total_train": 47,
        "infer_ms": 505.997565,
        "train_ms": 1906.953855,
        "blocked_train": 1906953855,
        "duration": 2443609250,
        "avg_accuracy": 22.440159574468083,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 294.646126421399,
        "availability": 20.9700684732393,
        "score": 15.44687361607865,
        "zero_downtime": 5.242517118309825,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 39798936,
        "heap_mib": 37.955223083496094,
        "mobile_score": 2042.7823116223087,
        "mobile_throughput": 38965.67746985053,
        "mobile_availability": 2773.2009735648094,
        "mobile_accuracy": 3306.142010341783,
        "soft_acc_blocks": [
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.23186662,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.230768278520799,
        "mobile_acc_per_sec": 1352.974912147588
      },
      "started": "2026-08-18T07:46:54.433856988+10:00",
      "ended": "2026-08-18T07:46:56.886572583+10:00"
    },
    {
      "cell": {
        "id": "int2|none|StepTweenSplit|bicameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1888,
        "total_correct": 255,
        "total_train": 92,
        "infer_ms": 487.634445,
        "train_ms": 1859.518791,
        "blocked_train": 1859518791,
        "duration": 2371973901,
        "avg_accuracy": 16.83768656716418,
        "soft_acc": 24.994333317164177,
        "adapt_pct": 24.99383463432836,
        "stability": 99.99950131716417,
        "consistency": 100,
        "throughput": 795.9615403879606,
        "availability": 20.775569209576737,
        "score": 41.33201443551697,
        "zero_downtime": 5.19271501677974,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 32272096,
        "heap_mib": 30.777069091796875,
        "mobile_score": 10930.58218631441,
        "mobile_throughput": 210498.4030703269,
        "mobile_availability": 5494.265639218445,
        "mobile_accuracy": 6609.951589502836,
        "soft_acc_blocks": [
          24.994832,
          24.99383463432836
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.53735595768015,
        "mobile_acc_per_sec": 2786.6881615839648
      },
      "started": "2026-08-18T07:46:59.126454328+10:00",
      "ended": "2026-08-18T07:47:01.501545934+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|StepTweenSplit|bicameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 472,
        "total_correct": 155,
        "total_train": 31,
        "infer_ms": 649.686005,
        "train_ms": 1917.323782,
        "blocked_train": 1917323782,
        "duration": 2308722138,
        "avg_accuracy": 42.70833333333333,
        "soft_acc": 25.000617033333334,
        "adapt_pct": 25.001043066666668,
        "stability": 99.99957396666667,
        "consistency": 100,
        "throughput": 204.4420990431028,
        "availability": 25.309058356153436,
        "score": 12.935911805512264,
        "zero_downtime": 6.32742075436477,
        "weight_bytes": 3985,
        "weight_mib": 0.0038003921508789062,
        "heap_bytes": 28073584,
        "heap_mib": 26.773056030273438,
        "mobile_score": 3403.8360495299444,
        "mobile_throughput": 53795.00086479813,
        "mobile_availability": 6659.5912609440265,
        "mobile_accuracy": 6578.430867338653,
        "soft_acc_blocks": [
          25.000191,
          25.001043066666668
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.073296957,
        "time_to_acc50_sec": 0.073296957,
        "acc_per_sec": 10.828768270481815,
        "mobile_acc_per_sec": 2849.3818112895206
      },
      "started": "2026-08-18T07:47:03.802483759+10:00",
      "ended": "2026-08-18T07:47:06.114697404+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|StepTweenSplit|bicameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1816,
        "total_correct": 361,
        "total_train": 92,
        "infer_ms": 452.607773,
        "train_ms": 1853.847337,
        "blocked_train": 1853847337,
        "duration": 2437376274,
        "avg_accuracy": 18.89097744360902,
        "soft_acc": 24.9957747518797,
        "adapt_pct": 24.995969360902254,
        "stability": 99.99980539097744,
        "consistency": 100,
        "throughput": 745.0634599883695,
        "availability": 19.62352404075187,
        "score": 36.54574915901908,
        "zero_downtime": 4.905051867607299,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 25607288,
        "heap_mib": 24.42101287841797,
        "mobile_score": 9664.816007608471,
        "mobile_throughput": 197037.99813890655,
        "mobile_availability": 5189.59806924475,
        "mobile_accuracy": 6610.33278845574,
        "soft_acc_blocks": [
          24.995580142857143,
          24.995969360902254
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.25519736879153,
        "mobile_acc_per_sec": 2712.069063348789
      },
      "started": "2026-08-18T07:47:08.323599484+10:00",
      "ended": "2026-08-18T07:47:10.791859685+10:00"
    },
    {
      "cell": {
        "id": "binary|none|StepTweenSplit|bicameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1832,
        "total_correct": 286,
        "total_train": 91,
        "infer_ms": 508.923603,
        "train_ms": 1851.002648,
        "blocked_train": 1851002648,
        "duration": 2411794732,
        "avg_accuracy": 20.33450704225352,
        "soft_acc": 24.998030522300468,
        "adapt_pct": 24.990798211267606,
        "stability": 99.99276768896713,
        "consistency": 100,
        "throughput": 759.6002991849971,
        "availability": 21.56523335355703,
        "score": 40.949168075300335,
        "zero_downtime": 5.390883615927508,
        "weight_bytes": 1983,
        "weight_mib": 0.0018911361694335938,
        "heap_bytes": 28966136,
        "heap_mib": 27.62425994873047,
        "mobile_score": 21653.209714435765,
        "mobile_throughput": 401663.46107826906,
        "mobile_availability": 11403.321295481299,
        "mobile_accuracy": 13218.524888024072,
        "soft_acc_blocks": [
          25.005262833333333,
          24.990798211267606
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.070968261,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.364908004244063,
        "mobile_acc_per_sec": 5480.783547886143
      },
      "started": "2026-08-18T07:47:13.229531685+10:00",
      "ended": "2026-08-18T07:47:15.644185686+10:00"
    },
    {
      "cell": {
        "id": "int|none|StepTweenSplit|bicameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 360,
        "total_correct": 92,
        "total_train": 28,
        "infer_ms": 518.68067,
        "train_ms": 1985.424072,
        "blocked_train": 1985424072,
        "duration": 2284375691,
        "avg_accuracy": 28.60576923076923,
        "soft_acc": 24.999235884615384,
        "adapt_pct": 25.00001226923077,
        "stability": 99.99922361538461,
        "consistency": 100,
        "throughput": 157.59229159123458,
        "availability": 20.71321783392078,
        "score": 8.160359235824961,
        "zero_downtime": 5.178146185596076,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 29307328,
        "heap_mib": 27.94964599609375,
        "mobile_score": 67.44826622260369,
        "mobile_throughput": 1302.556239339532,
        "mobile_availability": 171.2020991252153,
        "mobile_accuracy": 206.6275599614269,
        "soft_acc_blocks": [
          24.9984595,
          25.00001226923077
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.06957795,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.943574641906563,
        "mobile_acc_per_sec": 90.45252966729582
      },
      "started": "2026-08-18T07:47:18.181991694+10:00",
      "ended": "2026-08-18T07:47:20.470017277+10:00"
    },
    {
      "cell": {
        "id": "uint|none|StepTweenSplit|bicameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 432,
        "total_correct": 93,
        "total_train": 29,
        "infer_ms": 634.831176,
        "train_ms": 1910.645026,
        "blocked_train": 1910645026,
        "duration": 2369448413,
        "avg_accuracy": 11.742424242424242,
        "soft_acc": 12.498866833333333,
        "adapt_pct": 24.997733666666665,
        "stability": 87.50113316666666,
        "consistency": 50,
        "throughput": 182.32091385903493,
        "availability": 24.939584015800595,
        "score": 5.683244434519754,
        "zero_downtime": 3.117165394922202,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 44441600,
        "heap_mib": 42.3828125,
        "mobile_score": 46.966628701577704,
        "mobile_throughput": 1506.7095502242316,
        "mobile_availability": 206.10202428164405,
        "mobile_accuracy": 103.29128801605665,
        "soft_acc_blocks": [
          0,
          24.997733666666665
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.275011164943786,
        "mobile_acc_per_sec": 43.592967649917206
      },
      "started": "2026-08-18T07:47:23.04068731+10:00",
      "ended": "2026-08-18T07:47:25.420663315+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|StepTweenSplit|bicameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 472,
        "total_correct": 139,
        "total_train": 29,
        "infer_ms": 697.172462,
        "train_ms": 2000.740922,
        "blocked_train": 2000740922,
        "duration": 2398972649,
        "avg_accuracy": 26.325757575757578,
        "soft_acc": 25.001341424242426,
        "adapt_pct": 25.002425848484847,
        "stability": 99.99891557575758,
        "consistency": 100,
        "throughput": 196.75088842582298,
        "availability": 25.841172890671274,
        "score": 12.71136632731504,
        "zero_downtime": 6.4606398624255,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 27842640,
        "heap_mib": 26.552810668945312,
        "mobile_score": 105.04739492789237,
        "mobile_throughput": 1625.9596133633536,
        "mobile_availability": 213.5528018111702,
        "mobile_accuracy": 206.61239072906298,
        "soft_acc_blocks": [
          25.000257,
          25.002425848484847
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071398156,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.421686731053025,
        "mobile_acc_per_sec": 86.12536321128478
      },
      "started": "2026-08-18T07:47:27.758154936+10:00",
      "ended": "2026-08-18T07:47:30.161003414+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|StepTweenSplit|bicameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 440,
        "total_correct": 90,
        "total_train": 28,
        "infer_ms": 605.727141,
        "train_ms": 1925.906251,
        "blocked_train": 1925906251,
        "duration": 2348227176,
        "avg_accuracy": 19.254032258064516,
        "soft_acc": 24.998370717741935,
        "adapt_pct": 24.99782693548387,
        "stability": 99.99945621774194,
        "consistency": 100,
        "throughput": 187.37539727715,
        "availability": 23.926337159009947,
        "score": 11.207286885440196,
        "zero_downtime": 5.98119446218615,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 26171584,
        "heap_mib": 24.95916748046875,
        "mobile_score": 92.63220498476588,
        "mobile_throughput": 1548.7241816061676,
        "mobile_availability": 197.75967108751115,
        "mobile_accuracy": 206.62040905006123,
        "soft_acc_blocks": [
          24.9989145,
          24.99782693548387
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.645635555723564,
        "mobile_acc_per_sec": 87.98995734391468
      },
      "started": "2026-08-18T07:47:32.351437577+10:00",
      "ended": "2026-08-18T07:47:34.702922353+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|StepTweenSplit|bicameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 432,
        "total_correct": 166,
        "total_train": 31,
        "infer_ms": 623.304777,
        "train_ms": 1980.188697,
        "blocked_train": 1980188697,
        "duration": 2415421738,
        "avg_accuracy": 46.98275862068965,
        "soft_acc": 25.00638425,
        "adapt_pct": 25.010887,
        "stability": 99.99549725,
        "consistency": 100,
        "throughput": 178.85075438531968,
        "availability": 23.941092352436602,
        "score": 10.707439730893856,
        "zero_downtime": 5.98680154729766,
        "weight_bytes": 253728,
        "weight_mib": 0.241973876953125,
        "heap_bytes": 24830568,
        "heap_mib": 23.680274963378906,
        "mobile_score": 44.25039539688862,
        "mobile_throughput": 739.1324908182817,
        "mobile_availability": 98.9408139998288,
        "mobile_accuracy": 103.34332186959263,
        "soft_acc_blocks": [
          25.0018815,
          25.010887
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.077119608,
        "time_to_acc50_sec": 0.077119608,
        "acc_per_sec": 10.35280251750388,
        "mobile_acc_per_sec": 42.784794159864695
      },
      "started": "2026-08-18T07:47:36.957468582+10:00",
      "ended": "2026-08-18T07:47:39.376000942+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|StepTweenSplit|bicameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 344,
        "total_correct": 202,
        "total_train": 26,
        "infer_ms": 559.560525,
        "train_ms": 1961.521108,
        "blocked_train": 1961521108,
        "duration": 2348696855,
        "avg_accuracy": 66.82692307692308,
        "soft_acc": 25.00572021153846,
        "adapt_pct": 25.005726923076924,
        "stability": 99.99999328846154,
        "consistency": 100,
        "throughput": 146.46419748367228,
        "availability": 22.19525610260158,
        "score": 8.128885464830805,
        "zero_downtime": 5.550083641250967,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 24976456,
        "heap_mib": 23.81940460205078,
        "mobile_score": 1075.0099893013528,
        "mobile_throughput": 19369.25745247057,
        "mobile_availability": 2935.226745244237,
        "mobile_accuracy": 3306.898483608797,
        "soft_acc_blocks": [
          25.0057135,
          25.005726923076924
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071787947,
        "time_to_acc50_sec": 0.071787947,
        "acc_per_sec": 10.646635881640186,
        "mobile_acc_per_sec": 1407.971606284114
      },
      "started": "2026-08-18T07:47:41.677096858+10:00",
      "ended": "2026-08-18T07:47:44.035535995+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|StepTweenSplit|bicameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 216,
        "total_correct": 40,
        "total_train": 13,
        "infer_ms": 724.876699,
        "train_ms": 2070.632295,
        "blocked_train": 2070632295,
        "duration": 2394362012,
        "avg_accuracy": 22.916666666666664,
        "soft_acc": 24.9990685,
        "adapt_pct": 24.998195,
        "stability": 99.9991265,
        "consistency": 100,
        "throughput": 90.21192238995478,
        "availability": 25.930043528953142,
        "score": 5.847779789611394,
        "zero_downtime": 6.4822693438828125,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 27930312,
        "heap_mib": 26.63642120361328,
        "mobile_score": 515.5407382437832,
        "mobile_throughput": 7953.090359170104,
        "mobile_availability": 2285.9947304031925,
        "mobile_accuracy": 2203.9198967089287,
        "soft_acc_blocks": [
          24.999942,
          24.998195
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.072816904,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.440805682144275,
        "mobile_acc_per_sec": 920.4622716462178
      },
      "started": "2026-08-18T07:47:46.320077132+10:00",
      "ended": "2026-08-18T07:47:48.719792264+10:00"
    },
    {
      "cell": {
        "id": "int6|none|StepTweenSplit|bicameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 208,
        "total_correct": 33,
        "total_train": 14,
        "infer_ms": 698.329541,
        "train_ms": 2104.772775,
        "blocked_train": 2104772775,
        "duration": 2539600296,
        "avg_accuracy": 9.134615384615385,
        "soft_acc": 24.996015576923078,
        "adapt_pct": 24.996227153846156,
        "stability": 99.99978842307692,
        "consistency": 100,
        "throughput": 81.90265229044532,
        "availability": 24.91273818347485,
        "score": 5.100235343222385,
        "zero_downtime": 6.227191916979438,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 22480936,
        "heap_mib": 21.439491271972656,
        "mobile_score": 449.6371595135998,
        "mobile_throughput": 7220.544436531528,
        "mobile_availability": 2196.309009036096,
        "mobile_accuracy": 2203.6507507640567,
        "soft_acc_blocks": [
          24.995804,
          24.996227153846156
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.842499867515796,
        "mobile_acc_per_sec": 867.7155827375352
      },
      "started": "2026-08-18T07:47:51.061400787+10:00",
      "ended": "2026-08-18T07:47:53.607307482+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|StepTweenSplit|bicameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 208,
        "total_correct": 44,
        "total_train": 14,
        "infer_ms": 705.420208,
        "train_ms": 2065.750729,
        "blocked_train": 2065750729,
        "duration": 2376437438,
        "avg_accuracy": 23.214285714285715,
        "soft_acc": 24.9987195,
        "adapt_pct": 24.997085,
        "stability": 99.9983655,
        "consistency": 100,
        "throughput": 87.52597340624794,
        "availability": 25.455672855882003,
        "score": 5.569796063987749,
        "zero_downtime": 6.363592254079581,
        "weight_bytes": 11914,
        "weight_mib": 0.011362075805664062,
        "heap_bytes": 25618872,
        "heap_mib": 24.43206024169922,
        "mobile_score": 490.2093736437819,
        "mobile_throughput": 7703.343552998979,
        "mobile_availability": 2240.406884382183,
        "mobile_accuracy": 2200.1894660426387,
        "soft_acc_blocks": [
          25.000354,
          24.997085
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.075496015,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.519409894938711,
        "mobile_acc_per_sec": 925.83521487286
      },
      "started": "2026-08-18T07:47:56.143346477+10:00",
      "ended": "2026-08-18T07:47:58.524776098+10:00"
    },
    {
      "cell": {
        "id": "int5|none|StepTweenSplit|bicameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 216,
        "total_correct": 82,
        "total_train": 15,
        "infer_ms": 633.5908,
        "train_ms": 1969.642388,
        "blocked_train": 1969642388,
        "duration": 2326970767,
        "avg_accuracy": 26.785714285714285,
        "soft_acc": 25.00084892857143,
        "adapt_pct": 25.003793857142856,
        "stability": 99.99705507142858,
        "consistency": 100,
        "throughput": 92.82454385040411,
        "availability": 24.33861103648468,
        "score": 5.648242960215649,
        "zero_downtime": 6.084859376544148,
        "weight_bytes": 9912,
        "weight_mib": 0.00945281982421875,
        "heap_bytes": 28976144,
        "heap_mib": 27.633804321289062,
        "mobile_score": 597.5193714942579,
        "mobile_throughput": 9819.772890686172,
        "mobile_availability": 2574.746106355222,
        "mobile_accuracy": 2644.803285525193,
        "soft_acc_blocks": [
          24.997904,
          25.003793857142856
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.2025495880000001,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.743946285497719,
        "mobile_acc_per_sec": 1136.586382189473
      },
      "started": "2026-08-18T07:48:00.910484098+10:00",
      "ended": "2026-08-18T07:48:03.241952777+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|StepTweenSplit|bicameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 232,
        "total_correct": 72,
        "total_train": 15,
        "infer_ms": 702.966561,
        "train_ms": 1994.660536,
        "blocked_train": 1994660536,
        "duration": 2327455503,
        "avg_accuracy": 31.69642857142857,
        "soft_acc": 25.00003242857143,
        "adapt_pct": 24.999604357142857,
        "stability": 99.99957192857143,
        "consistency": 100,
        "throughput": 99.67967151292946,
        "availability": 26.058700321544105,
        "score": 6.493815143658468,
        "zero_downtime": 6.514683530850274,
        "weight_bytes": 9932,
        "weight_mib": 0.009471893310546875,
        "heap_bytes": 27988304,
        "heap_mib": 26.691726684570312,
        "mobile_score": 685.5878683122052,
        "mobile_throughput": 10523.73250466588,
        "mobile_availability": 2751.1606673744895,
        "mobile_accuracy": 2639.391260956677,
        "soft_acc_blocks": [
          25.0004605,
          24.999604357142857
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.070726698,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.741357846088725,
        "mobile_acc_per_sec": 1134.0243701993888
      },
      "started": "2026-08-18T07:48:05.613951517+10:00",
      "ended": "2026-08-18T07:48:07.946415348+10:00"
    },
    {
      "cell": {
        "id": "int3|none|StepTweenSplit|bicameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 320,
        "total_correct": 89,
        "total_train": 19,
        "infer_ms": 759.220827,
        "train_ms": 1996.428761,
        "blocked_train": 1996428761,
        "duration": 2401899120,
        "avg_accuracy": 35.11904761904762,
        "soft_acc": 25.00035082142857,
        "adapt_pct": 25.000528142857142,
        "stability": 99.99982267857143,
        "consistency": 100,
        "throughput": 133.22791008808065,
        "availability": 27.551428538162888,
        "score": 9.176676883390055,
        "zero_downtime": 6.887953790855911,
        "weight_bytes": 5947,
        "weight_mib": 0.005671501159667969,
        "heap_bytes": 28732200,
        "heap_mib": 27.401161193847656,
        "mobile_score": 1618.033149432926,
        "mobile_throughput": 23490.76661316954,
        "mobile_availability": 4857.872327363829,
        "mobile_accuracy": 4408.065892539143,
        "soft_acc_blocks": [
          25.0001735,
          25.000528142857142
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.072489039,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.408576535649244,
        "mobile_acc_per_sec": 1835.241894979812
      },
      "started": "2026-08-18T07:48:10.170264289+10:00",
      "ended": "2026-08-18T07:48:12.576702727+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|StepTweenSplit|bicameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 280,
        "total_correct": 99,
        "total_train": 19,
        "infer_ms": 635.896263,
        "train_ms": 1974.330188,
        "blocked_train": 1974330188,
        "duration": 2383964915,
        "avg_accuracy": 19.09722222222222,
        "soft_acc": 24.999589555555556,
        "adapt_pct": 25.00080461111111,
        "stability": 99.99878494444445,
        "consistency": 100,
        "throughput": 117.45139294552077,
        "availability": 24.361727801677233,
        "score": 7.153179720923339,
        "zero_downtime": 6.090331959060976,
        "weight_bytes": 5967,
        "weight_mib": 0.005690574645996094,
        "heap_bytes": 26024832,
        "heap_mib": 24.8192138671875,
        "mobile_score": 1257.0223862991304,
        "mobile_throughput": 20639.636636373787,
        "mobile_availability": 4281.066380320346,
        "mobile_accuracy": 4393.157301459062,
        "soft_acc_blocks": [
          24.9983745,
          25.00080461111111
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.243752977,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.486559344165329,
        "mobile_acc_per_sec": 1842.7944445898281
      },
      "started": "2026-08-18T07:48:14.763012433+10:00",
      "ended": "2026-08-18T07:48:17.151023854+10:00"
    },
    {
      "cell": {
        "id": "float64|none|StepTweenSplit|tricameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 816,
        "total_correct": 264,
        "total_train": 50,
        "infer_ms": 613.110979,
        "train_ms": 1899.859113,
        "blocked_train": 1899859113,
        "duration": 2471060550,
        "avg_accuracy": 44.86228813559322,
        "soft_acc": 25.020052211864407,
        "adapt_pct": 25.036185423728814,
        "stability": 99.9838667881356,
        "consistency": 100,
        "throughput": 330.22258398322134,
        "availability": 24.39786215330732,
        "score": 20.15796822566059,
        "zero_downtime": 6.104357849336196,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 25798280,
        "heap_mib": 24.60315704345703,
        "mobile_score": 125.56530801605288,
        "mobile_throughput": 2056.9781640456604,
        "mobile_availability": 151.9758857598278,
        "mobile_accuracy": 155.85154849888278,
        "soft_acc_blocks": [
          25.003919,
          25.036185423728814
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.070518521,
        "time_to_acc50_sec": 0.070518521,
        "acc_per_sec": 10.125228299996294,
        "mobile_acc_per_sec": 63.070712087116924
      },
      "started": "2026-08-18T07:48:19.455248799+10:00",
      "ended": "2026-08-18T07:48:21.930173199+10:00"
    },
    {
      "cell": {
        "id": "float32|none|StepTweenSplit|tricameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1552,
        "total_correct": 386,
        "total_train": 92,
        "infer_ms": 464.753052,
        "train_ms": 1833.368656,
        "blocked_train": 1833368656,
        "duration": 2513265398,
        "avg_accuracy": 29.629629629629626,
        "soft_acc": 25.050327037037036,
        "adapt_pct": 25.098767074074072,
        "stability": 99.95155996296296,
        "consistency": 100,
        "throughput": 617.5233229387738,
        "availability": 20.223169659907324,
        "score": 31.283547129468964,
        "zero_downtime": 5.065970137061635,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 24640504,
        "heap_mib": 23.49901580810547,
        "mobile_score": 389.73453943101947,
        "mobile_throughput": 7693.1866727716915,
        "mobile_availability": 251.942904064573,
        "mobile_accuracy": 312.0802647465563,
        "soft_acc_blocks": [
          25.001887,
          25.098767074074072
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.070599406,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.96724303647817,
        "mobile_acc_per_sec": 124.17322300895985
      },
      "started": "2026-08-18T07:48:24.260201082+10:00",
      "ended": "2026-08-18T07:48:26.776525174+10:00"
    },
    {
      "cell": {
        "id": "float16|none|StepTweenSplit|tricameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 416,
        "total_correct": 133,
        "total_train": 32,
        "infer_ms": 552.81963,
        "train_ms": 1996.394061,
        "blocked_train": 1996394061,
        "duration": 2362008572,
        "avg_accuracy": 55.172413793103445,
        "soft_acc": 25.008595431034482,
        "adapt_pct": 25.010527862068965,
        "stability": 99.99806756896552,
        "consistency": 100,
        "throughput": 176.12129140063087,
        "availability": 21.6858881604053,
        "score": 9.551649463004342,
        "zero_downtime": 5.423336035662368,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 29039080,
        "heap_mib": 27.693824768066406,
        "mobile_score": 237.99140735954853,
        "mobile_throughput": 4388.284365832808,
        "mobile_availability": 540.3312865622362,
        "mobile_accuracy": 623.1207338345313,
        "soft_acc_blocks": [
          25.006663,
          25.010527862068965
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.069474562,
        "time_to_acc50_sec": 0.069474562,
        "acc_per_sec": 10.587851258244495,
        "mobile_acc_per_sec": 263.80968351309235
      },
      "started": "2026-08-18T07:48:29.106378938+10:00",
      "ended": "2026-08-18T07:48:31.472102403+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|StepTweenSplit|tricameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 632,
        "total_correct": 168,
        "total_train": 38,
        "infer_ms": 590.934694,
        "train_ms": 1879.701883,
        "blocked_train": 1879701883,
        "duration": 2461396121,
        "avg_accuracy": 22.007978723404257,
        "soft_acc": 25.00186615957447,
        "adapt_pct": 25.003760319148935,
        "stability": 99.99810584042554,
        "consistency": 100,
        "throughput": 256.76484764396037,
        "availability": 23.91831722646758,
        "score": 15.354603776467902,
        "zero_downtime": 5.980025660583868,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 25891912,
        "heap_mib": 24.69245147705078,
        "mobile_score": 382.57934154342763,
        "mobile_throughput": 6397.620399275577,
        "mobile_availability": 595.9550756596442,
        "mobile_accuracy": 622.9530655389686,
        "soft_acc_blocks": [
          24.999972,
          25.003760319148935
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.314212791,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.15759549885732,
        "mobile_acc_per_sec": 253.08931797856224
      },
      "started": "2026-08-18T07:48:34.005231472+10:00",
      "ended": "2026-08-18T07:48:36.470061391+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|StepTweenSplit|tricameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 520,
        "total_correct": 118,
        "total_train": 33,
        "infer_ms": 653.066815,
        "train_ms": 1946.330671,
        "blocked_train": 1946330671,
        "duration": 2412765282,
        "avg_accuracy": 20.8984375,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 215.52034252124156,
        "availability": 25.12377651041554,
        "score": 13.5367122973797,
        "zero_downtime": 6.280944127603885,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 44084432,
        "heap_mib": 42.04219055175781,
        "mobile_score": 674.5685597346837,
        "mobile_throughput": 10739.922948367712,
        "mobile_availability": 1251.9812317358371,
        "mobile_accuracy": 1245.813135633495,
        "soft_acc_blocks": [
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.361554928905845,
        "mobile_acc_per_sec": 516.3424494407554
      },
      "started": "2026-08-18T07:48:38.848077441+10:00",
      "ended": "2026-08-18T07:48:41.266091572+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|StepTweenSplit|tricameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 456,
        "total_correct": 115,
        "total_train": 33,
        "infer_ms": 572.891274,
        "train_ms": 1988.513537,
        "blocked_train": 1988513537,
        "duration": 2427933545,
        "avg_accuracy": 25,
        "soft_acc": 25.00085175,
        "adapt_pct": 25.001395,
        "stability": 99.99945675000001,
        "consistency": 100,
        "throughput": 187.81403673056462,
        "availability": 22.366291791899034,
        "score": 10.50211666525034,
        "zero_downtime": 5.591763452865096,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 27743936,
        "heap_mib": 26.45867919921875,
        "mobile_score": 523.3469957409724,
        "mobile_throughput": 9359.247760611564,
        "mobile_availability": 1114.5688043903774,
        "mobile_accuracy": 1245.855580487026,
        "soft_acc_blocks": [
          25.0003085,
          25.001395
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.233281362,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.297173001907677,
        "mobile_acc_per_sec": 513.1341354266868
      },
      "started": "2026-08-18T07:48:43.639561165+10:00",
      "ended": "2026-08-18T07:48:46.072051631+10:00"
    },
    {
      "cell": {
        "id": "int64|none|StepTweenSplit|tricameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 400,
        "total_correct": 97,
        "total_train": 30,
        "infer_ms": 589.715366,
        "train_ms": 2028.271095,
        "blocked_train": 2028271095,
        "duration": 2426537604,
        "avg_accuracy": 11.160714285714286,
        "soft_acc": 25.00035732142857,
        "adapt_pct": 25.00223614285714,
        "stability": 99.99812117857144,
        "consistency": 100,
        "throughput": 164.84393208686495,
        "availability": 22.525531540554443,
        "score": 9.283125659221731,
        "zero_downtime": 5.631463373689704,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 31300752,
        "heap_mib": 29.850723266601562,
        "mobile_score": 57.8251994299739,
        "mobile_throughput": 1026.8236796164606,
        "mobile_availability": 140.3130154017466,
        "mobile_accuracy": 155.72886773283363,
        "soft_acc_blocks": [
          24.9984785,
          25.00223614285714
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.30289301110232,
        "mobile_acc_per_sec": 64.177397241289
      },
      "started": "2026-08-18T07:48:48.464418232+10:00",
      "ended": "2026-08-18T07:48:50.895177186+10:00"
    },
    {
      "cell": {
        "id": "int32|none|StepTweenSplit|tricameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 416,
        "total_correct": 108,
        "total_train": 27,
        "infer_ms": 643.578802,
        "train_ms": 1938.40275,
        "blocked_train": 1938402750,
        "duration": 2399592213,
        "avg_accuracy": 17.410714285714285,
        "soft_acc": 25.000312910714285,
        "adapt_pct": 24.999822821428573,
        "stability": 99.99950991071428,
        "consistency": 100,
        "throughput": 173.36278962162143,
        "availability": 24.925770732230234,
        "score": 10.803138084034764,
        "zero_downtime": 6.231520678464798,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 25282112,
        "heap_mib": 24.11090087890625,
        "mobile_score": 134.58691331152974,
        "mobile_throughput": 2159.776405406821,
        "mobile_availability": 310.5285259400134,
        "mobile_accuracy": 311.4571821911551,
        "soft_acc_blocks": [
          25.000803,
          24.999822821428573
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.418567277920353,
        "mobile_acc_per_sec": 129.7958796931448
      },
      "started": "2026-08-18T07:48:53.232911496+10:00",
      "ended": "2026-08-18T07:48:55.637037037+10:00"
    },
    {
      "cell": {
        "id": "int16|none|StepTweenSplit|tricameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 424,
        "total_correct": 120,
        "total_train": 28,
        "infer_ms": 650.489571,
        "train_ms": 1971.075058,
        "blocked_train": 1971075058,
        "duration": 2442399403,
        "avg_accuracy": 9.791666666666666,
        "soft_acc": 24.997897133333332,
        "adapt_pct": 25.001520266666667,
        "stability": 99.99637686666667,
        "consistency": 100,
        "throughput": 173.59978039595026,
        "availability": 24.81302821239735,
        "score": 10.767934804137473,
        "zero_downtime": 6.202735268200067,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 28833320,
        "heap_mib": 27.497596740722656,
        "mobile_score": 268.296692452791,
        "mobile_throughput": 4325.457735207298,
        "mobile_availability": 618.2479296369822,
        "mobile_accuracy": 622.854172238431,
        "soft_acc_blocks": [
          24.994274,
          25.001520266666667
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.234975124309482,
        "mobile_acc_per_sec": 255.0173290549363
      },
      "started": "2026-08-18T07:48:57.861790681+10:00",
      "ended": "2026-08-18T07:49:00.308767423+10:00"
    },
    {
      "cell": {
        "id": "int8|none|StepTweenSplit|tricameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1608,
        "total_correct": 364,
        "total_train": 80,
        "infer_ms": 427.996954,
        "train_ms": 1866.019698,
        "blocked_train": 1866019698,
        "duration": 2569410723,
        "avg_accuracy": 21.538978494623656,
        "soft_acc": 24.98193152956989,
        "adapt_pct": 24.96363689247312,
        "stability": 99.98170536290323,
        "consistency": 100,
        "throughput": 625.824429549561,
        "availability": 18.657098832602546,
        "score": 29.169073715545643,
        "zero_downtime": 4.660903655764952,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 29215256,
        "heap_mib": 27.861839294433594,
        "mobile_score": 1453.568607563539,
        "mobile_throughput": 31186.411797327277,
        "mobile_availability": 929.7303519387439,
        "mobile_accuracy": 1244.9127381213896,
        "soft_acc_blocks": [
          25.000226166666668,
          24.96363689247312
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.72282527894233,
        "mobile_acc_per_sec": 484.5129379190302
      },
      "started": "2026-08-18T07:49:02.635263093+10:00",
      "ended": "2026-08-18T07:49:05.208543031+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|StepTweenSplit|tricameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 80,
        "total_train": 27,
        "infer_ms": 488.644954,
        "train_ms": 1969.410779,
        "blocked_train": 1969410779,
        "duration": 2491406323,
        "avg_accuracy": 21.125,
        "soft_acc": 25.00018167,
        "adapt_pct": 25.00120384,
        "stability": 99.99897783,
        "consistency": 100,
        "throughput": 131.65255180256682,
        "availability": 19.879327691387214,
        "score": 6.542958092748752,
        "zero_downtime": 4.969868037621421,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 26060256,
        "heap_mib": 24.852996826171875,
        "mobile_score": 40.75070577965143,
        "mobile_throughput": 819.9554891834658,
        "mobile_availability": 123.81198570517961,
        "mobile_accuracy": 155.70557433358232,
        "soft_acc_blocks": [
          24.9991595,
          25.00120384
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.034566196290415,
        "mobile_acc_per_sec": 62.497061557623056
      },
      "started": "2026-08-18T07:49:07.614489811+10:00",
      "ended": "2026-08-18T07:49:10.122290439+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|StepTweenSplit|tricameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 384,
        "total_correct": 90,
        "total_train": 27,
        "infer_ms": 567.944919,
        "train_ms": 1986.756384,
        "blocked_train": 1986756384,
        "duration": 2523173265,
        "avg_accuracy": 23.958333333333336,
        "soft_acc": 25.000444166666668,
        "adapt_pct": 25.000205333333334,
        "stability": 99.99976116666667,
        "consistency": 100,
        "throughput": 152.18931070910818,
        "availability": 22.231362951631926,
        "score": 8.458589787607453,
        "zero_downtime": 5.557939482211758,
        "weight_bytes": 84192,
        "weight_mib": 0.080291748046875,
        "heap_bytes": 28048992,
        "heap_mib": 26.749603271484375,
        "mobile_score": 105.34818326123946,
        "mobile_throughput": 1895.4539465283378,
        "mobile_availability": 276.8822885591315,
        "mobile_accuracy": 311.3700320993285,
        "soft_acc_blocks": [
          25.000683,
          25.000205333333334
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071622164,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.908334284235794,
        "mobile_acc_per_sec": 123.40414208507734
      },
      "started": "2026-08-18T07:49:12.541607305+10:00",
      "ended": "2026-08-18T07:49:15.069268378+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|StepTweenSplit|tricameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 352,
        "total_correct": 92,
        "total_train": 29,
        "infer_ms": 512.929878,
        "train_ms": 1987.069874,
        "blocked_train": 1987069874,
        "duration": 2423447273,
        "avg_accuracy": 20.3125,
        "soft_acc": 24.9991769375,
        "adapt_pct": 25.000437875,
        "stability": 99.9987390625,
        "consistency": 100,
        "throughput": 145.24764120997654,
        "availability": 20.517197155305958,
        "score": 7.449940948864498,
        "zero_downtime": 5.129130419470653,
        "weight_bytes": 42108,
        "weight_mib": 0.040157318115234375,
        "heap_bytes": 30952696,
        "heap_mib": 29.51879119873047,
        "mobile_score": 185.5188866817835,
        "mobile_throughput": 3616.9656746792143,
        "mobile_availability": 510.9205026199796,
        "mobile_accuracy": 622.5310381973972,
        "soft_acc_blocks": [
          24.997916,
          25.000437875
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.23892853,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.315543983984998,
        "mobile_acc_per_sec": 256.8783093129822
      },
      "started": "2026-08-18T07:49:17.647366113+10:00",
      "ended": "2026-08-18T07:49:20.075308225+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|StepTweenSplit|tricameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 880,
        "total_correct": 210,
        "total_train": 56,
        "infer_ms": 521.226319,
        "train_ms": 1881.015035,
        "blocked_train": 1881015035,
        "duration": 2456207756,
        "avg_accuracy": 23.995535714285715,
        "soft_acc": 24.99275576785714,
        "adapt_pct": 24.985571785714285,
        "stability": 99.99281601785714,
        "consistency": 100,
        "throughput": 358.27588193643015,
        "availability": 21.69750005061315,
        "score": 19.428595973926132,
        "zero_downtime": 5.422803195380424,
        "weight_bytes": 21066,
        "weight_mib": 0.020090103149414062,
        "heap_bytes": 26280232,
        "heap_mib": 25.062782287597656,
        "mobile_score": 967.0729826239233,
        "mobile_throughput": 17833.451589166154,
        "mobile_availability": 1080.009390158157,
        "mobile_accuracy": 1244.033222825243,
        "soft_acc_blocks": [
          24.99993975,
          24.985571785714285
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.068502688,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.17534274403502,
        "mobile_acc_per_sec": 506.4853409840153
      },
      "started": "2026-08-18T07:49:22.541500503+10:00",
      "ended": "2026-08-18T07:49:25.002075701+10:00"
    },
    {
      "cell": {
        "id": "int4|none|StepTweenSplit|tricameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1400,
        "total_correct": 382,
        "total_train": 75,
        "infer_ms": 471.459236,
        "train_ms": 1893.369862,
        "blocked_train": 1893369862,
        "duration": 2466549199,
        "avg_accuracy": 25.738636363636363,
        "soft_acc": 25.00007060151515,
        "adapt_pct": 25.000597536363635,
        "stability": 99.99947306515152,
        "consistency": 100,
        "throughput": 567.5945975728335,
        "availability": 19.936292072806687,
        "score": 28.289409081178093,
        "zero_downtime": 4.9840870935259405,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 25025184,
        "heap_mib": 23.865875244140625,
        "mobile_score": 2819.4653946112917,
        "mobile_throughput": 56569.34442966748,
        "mobile_availability": 1986.951563210279,
        "mobile_accuracy": 2491.6333077705876,
        "soft_acc_blocks": [
          24.999543666666668,
          25.000597536363635
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.068559198,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.135646437399584,
        "mobile_acc_per_sec": 1010.1697175879391
      },
      "started": "2026-08-18T07:49:27.513184386+10:00",
      "ended": "2026-08-18T07:49:29.984223111+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|StepTweenSplit|tricameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 352,
        "total_correct": 162,
        "total_train": 25,
        "infer_ms": 589.601092,
        "train_ms": 1961.756712,
        "blocked_train": 1961756712,
        "duration": 2460342535,
        "avg_accuracy": 50.26041666666667,
        "soft_acc": 25.002065333333334,
        "adapt_pct": 25.00099916666667,
        "stability": 99.99893383333334,
        "consistency": 100,
        "throughput": 143.06950962825994,
        "availability": 23.10930638876396,
        "score": 8.266275680400032,
        "zero_downtime": 5.777803881398939,
        "weight_bytes": 10545,
        "weight_mib": 0.010056495666503906,
        "heap_bytes": 25024000,
        "heap_mib": 23.86474609375,
        "mobile_score": 821.9837162495157,
        "mobile_throughput": 14226.576968038149,
        "mobile_availability": 2297.94822720764,
        "mobile_accuracy": 2486.160802177841,
        "soft_acc_blocks": [
          25.0031315,
          25.00099916666667
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.081653819,
        "time_to_acc50_sec": 0.081653819,
        "acc_per_sec": 10.16202621287988,
        "mobile_acc_per_sec": 1010.4937693880258
      },
      "started": "2026-08-18T07:49:32.539304714+10:00",
      "ended": "2026-08-18T07:49:35.004072557+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|StepTweenSplit|tricameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 520,
        "total_correct": 113,
        "total_train": 36,
        "infer_ms": 470.150226,
        "train_ms": 1992.935372,
        "blocked_train": 1992935372,
        "duration": 2407825817,
        "avg_accuracy": 23.78472222222222,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 215.96246552746385,
        "availability": 19.087855752222218,
        "score": 10.305650974706234,
        "zero_downtime": 4.7719639380555545,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 26068768,
        "heap_mib": 24.861114501953125,
        "mobile_score": 1027.1132284434525,
        "mobile_throughput": 21523.910108632823,
        "mobile_availability": 1902.3921141756643,
        "mobile_accuracy": 2491.62627126699,
        "soft_acc_blocks": [
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.070386279,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.382810842666531,
        "mobile_acc_per_sec": 1034.8033706073472
      },
      "started": "2026-08-18T07:49:37.59555995+10:00",
      "ended": "2026-08-18T07:49:40.015691014+10:00"
    },
    {
      "cell": {
        "id": "int2|none|StepTweenSplit|tricameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1432,
        "total_correct": 291,
        "total_train": 79,
        "infer_ms": 445.474792,
        "train_ms": 1870.947069,
        "blocked_train": 1870947069,
        "duration": 2536659113,
        "avg_accuracy": 23.284313725490197,
        "soft_acc": 24.99961561764706,
        "adapt_pct": 24.998737735294117,
        "stability": 99.99912211764706,
        "consistency": 100,
        "throughput": 564.52204896638,
        "availability": 19.231159897950906,
        "score": 27.14061717259062,
        "zero_downtime": 4.807716053302813,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 23106400,
        "heap_mib": 22.035980224609375,
        "mobile_score": 5409.427825958255,
        "mobile_throughput": 112515.54305587738,
        "mobile_availability": 3832.984740762929,
        "mobile_accuracy": 4982.7023276734235,
        "soft_acc_blocks": [
          25.0004935,
          24.998737735294117
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.096105001,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.855331167490245,
        "mobile_acc_per_sec": 1964.27746327357
      },
      "started": "2026-08-18T07:49:42.494274566+10:00",
      "ended": "2026-08-18T07:49:45.036324298+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|StepTweenSplit|tricameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 352,
        "total_correct": 46,
        "total_train": 25,
        "infer_ms": 613.449605,
        "train_ms": 1938.877407,
        "blocked_train": 1938877407,
        "duration": 2472847147,
        "avg_accuracy": 16.346153846153847,
        "soft_acc": 25.000252173076923,
        "adapt_pct": 24.999381346153847,
        "stability": 99.99912917307692,
        "consistency": 100,
        "throughput": 142.34604044452894,
        "availability": 24.03491410449407,
        "score": 8.553273413338454,
        "zero_downtime": 6.008789135705951,
        "weight_bytes": 5285,
        "weight_mib": 0.005040168762207031,
        "heap_bytes": 42166688,
        "heap_mib": 40.213287353515625,
        "mobile_score": 1697.0212341844433,
        "mobile_throughput": 28242.316311289003,
        "mobile_availability": 4768.672486666788,
        "mobile_accuracy": 4960.201404472338,
        "soft_acc_blocks": [
          25.001123,
          24.999381346153847
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.109905985659745,
        "mobile_acc_per_sec": 2005.8665617443999
      },
      "started": "2026-08-18T07:49:47.533857774+10:00",
      "ended": "2026-08-18T07:49:50.014287777+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|StepTweenSplit|tricameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1456,
        "total_correct": 270,
        "total_train": 77,
        "infer_ms": 481.845048,
        "train_ms": 1882.555957,
        "blocked_train": 1882555957,
        "duration": 2580319840,
        "avg_accuracy": 29.353632478632477,
        "soft_acc": 25.010396079059827,
        "adapt_pct": 25.004344658119656,
        "stability": 99.99394857905983,
        "consistency": 100,
        "throughput": 564.2711331475869,
        "availability": 20.37915932961634,
        "score": 28.76038315614049,
        "zero_downtime": 5.09690846591972,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 25691920,
        "heap_mib": 24.501724243164062,
        "mobile_score": 5732.26525913955,
        "mobile_throughput": 112465.53273357994,
        "mobile_availability": 4061.793836383156,
        "mobile_accuracy": 4984.850993916791,
        "soft_acc_blocks": [
          25.016447499999998,
          25.004344658119656
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071160913,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.692750368132591,
        "mobile_acc_per_sec": 1931.8732959541912
      },
      "started": "2026-08-18T07:49:52.333296701+10:00",
      "ended": "2026-08-18T07:49:54.918045078+10:00"
    },
    {
      "cell": {
        "id": "binary|none|StepTweenSplit|tricameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1192,
        "total_correct": 372,
        "total_train": 70,
        "infer_ms": 401.687127,
        "train_ms": 1916.8656,
        "blocked_train": 1916865600,
        "duration": 2732095664,
        "avg_accuracy": 20.40719696969697,
        "soft_acc": 24.98658467613636,
        "adapt_pct": 24.985725352272723,
        "stability": 99.99914067613636,
        "consistency": 100,
        "throughput": 436.2951179589442,
        "availability": 17.324908004992718,
        "score": 18.886791615677613,
        "zero_downtime": 4.3289028087302315,
        "weight_bytes": 2631,
        "weight_mib": 0.0025091171264648438,
        "heap_bytes": 28835264,
        "heap_mib": 27.49945068359375,
        "mobile_score": 7527.265832459433,
        "mobile_throughput": 173883.91851346177,
        "mobile_availability": 6904.782491920655,
        "mobile_accuracy": 9958.317374900935,
        "soft_acc_blocks": [
          24.987444,
          24.985725352272723
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.145574587807097,
        "mobile_acc_per_sec": 3644.9372934186295
      },
      "started": "2026-08-18T07:49:57.345500132+10:00",
      "ended": "2026-08-18T07:50:00.081784489+10:00"
    },
    {
      "cell": {
        "id": "int|none|StepTweenSplit|tricameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 312,
        "total_correct": 90,
        "total_train": 23,
        "infer_ms": 580.062243,
        "train_ms": 1958.699666,
        "blocked_train": 1958699666,
        "duration": 2607875063,
        "avg_accuracy": 20.454545454545453,
        "soft_acc": 25.001380545454545,
        "adapt_pct": 25.003144590909088,
        "stability": 99.99823595454545,
        "consistency": 100,
        "throughput": 119.63763311616896,
        "availability": 22.84823326455541,
        "score": 6.834148744924,
        "zero_downtime": 5.712373746384631,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 22738000,
        "heap_mib": 21.684646606445312,
        "mobile_score": 42.57036138649741,
        "mobile_throughput": 745.2306742611205,
        "mobile_availability": 142.3231456350065,
        "mobile_accuracy": 155.7352414624949,
        "soft_acc_blocks": [
          24.9996165,
          25.003144590909088
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.3510009969999999,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.586878182996202,
        "mobile_acc_per_sec": 59.7172938504742
      },
      "started": "2026-08-18T07:50:02.3733113+10:00",
      "ended": "2026-08-18T07:50:04.987040421+10:00"
    },
    {
      "cell": {
        "id": "uint|none|StepTweenSplit|tricameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 360,
        "total_correct": 112,
        "total_train": 22,
        "infer_ms": 696.179409,
        "train_ms": 1950.082172,
        "blocked_train": 1950082172,
        "duration": 2562245943,
        "avg_accuracy": 21.75925925925926,
        "soft_acc": 25.001861425925924,
        "adapt_pct": 25.001767851851852,
        "stability": 99.99990642592593,
        "consistency": 100,
        "throughput": 140.50173480945972,
        "availability": 26.30803447393586,
        "score": 9.241499250959983,
        "zero_downtime": 6.577498323058263,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 33075960,
        "heap_mib": 31.54369354248047,
        "mobile_score": 57.557699682671746,
        "mobile_throughput": 875.0697735778334,
        "mobile_availability": 163.8511140207993,
        "mobile_accuracy": 155.71603615200584,
        "soft_acc_blocks": [
          25.001955,
          25.001767851851852
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.302879537,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.757791399467513,
        "mobile_acc_per_sec": 60.773258936137125
      },
      "started": "2026-08-18T07:50:07.571510403+10:00",
      "ended": "2026-08-18T07:50:10.138199779+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|StepTweenSplit|tricameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 64,
        "total_train": 22,
        "infer_ms": 633.722231,
        "train_ms": 2012.194132,
        "blocked_train": 2012194132,
        "duration": 2496852624,
        "avg_accuracy": 19.047619047619047,
        "soft_acc": 25.000226845238096,
        "adapt_pct": 24.999760190476188,
        "stability": 99.99953334523809,
        "consistency": 100,
        "throughput": 131.36538250084558,
        "availability": 23.950954756614877,
        "score": 7.865887205072512,
        "zero_downtime": 5.987793020754063,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 29032720,
        "heap_mib": 27.687759399414062,
        "mobile_score": 48.99014339478566,
        "mobile_throughput": 818.1669477382196,
        "mobile_availability": 149.17080265426586,
        "mobile_accuracy": 155.70585569299348,
        "soft_acc_blocks": [
          25.0006935,
          24.999760190476188
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.087728395,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.012696226014057,
        "mobile_acc_per_sec": 62.36085149613279
      },
      "started": "2026-08-18T07:50:12.586078498+10:00",
      "ended": "2026-08-18T07:50:15.087096899+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|StepTweenSplit|tricameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 84,
        "total_train": 25,
        "infer_ms": 621.623344,
        "train_ms": 1961.152625,
        "blocked_train": 1961152625,
        "duration": 2547214806,
        "avg_accuracy": 15.327380952380953,
        "soft_acc": 24.999527392857143,
        "adapt_pct": 24.999919285714284,
        "stability": 99.99960810714286,
        "consistency": 100,
        "throughput": 128.76809573632795,
        "availability": 24.068031895181385,
        "score": 7.747840118007105,
        "zero_downtime": 6.016894226557464,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 22719584,
        "heap_mib": 21.667083740234375,
        "mobile_score": 48.261804959007094,
        "mobile_throughput": 802.104925594144,
        "mobile_availability": 149.92135141931445,
        "mobile_accuracy": 155.72369805325403,
        "soft_acc_blocks": [
          24.9991355,
          24.999919285714284
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.81445590453165,
        "mobile_acc_per_sec": 61.134890424806215
      },
      "started": "2026-08-18T07:50:17.508201478+10:00",
      "ended": "2026-08-18T07:50:20.060197633+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|StepTweenSplit|tricameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 360,
        "total_correct": 93,
        "total_train": 23,
        "infer_ms": 702.794034,
        "train_ms": 1973.102348,
        "blocked_train": 1973102348,
        "duration": 2672109407,
        "avg_accuracy": 30.208333333333336,
        "soft_acc": 25.00213432407407,
        "adapt_pct": 25.001590148148146,
        "stability": 99.99945582407408,
        "consistency": 100,
        "throughput": 134.7250225072839,
        "availability": 26.263873247390936,
        "score": 8.846757495383518,
        "zero_downtime": 6.566528868017237,
        "weight_bytes": 336672,
        "weight_mib": 0.321075439453125,
        "heap_bytes": 29190008,
        "heap_mib": 27.83776092529297,
        "mobile_score": 27.55351673878216,
        "mobile_throughput": 419.6055068452314,
        "mobile_availability": 81.7996957105319,
        "mobile_accuracy": 77.86996839951138,
        "soft_acc_blocks": [
          25.0026785,
          25.001590148148146
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.072556744,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.356703082058374,
        "mobile_acc_per_sec": 29.14175901462682
      },
      "started": "2026-08-18T07:50:22.538601105+10:00",
      "ended": "2026-08-18T07:50:25.215249986+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|StepTweenSplit|tricameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 280,
        "total_correct": 85,
        "total_train": 18,
        "infer_ms": 586.67525,
        "train_ms": 1961.643609,
        "blocked_train": 1961643609,
        "duration": 2715291127,
        "avg_accuracy": 19.736842105263158,
        "soft_acc": 24.99946155263158,
        "adapt_pct": 24.99966310526316,
        "stability": 99.99979844736842,
        "consistency": 100,
        "throughput": 103.11969763233421,
        "availability": 23.022050318703858,
        "score": 5.934939340500864,
        "zero_downtime": 5.7553886180518665,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 28845032,
        "heap_mib": 27.508766174316406,
        "mobile_score": 591.5060311667174,
        "mobile_throughput": 10277.429908233293,
        "mobile_availability": 2294.4938157005245,
        "mobile_accuracy": 2491.5726068826357,
        "soft_acc_blocks": [
          24.99926,
          24.99966310526316
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.317345399,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.206917558137619,
        "mobile_acc_per_sec": 917.6079066098006
      },
      "started": "2026-08-18T07:50:27.6168976+10:00",
      "ended": "2026-08-18T07:50:30.344896058+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|StepTweenSplit|tricameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 152,
        "total_correct": 43,
        "total_train": 11,
        "infer_ms": 677.182239,
        "train_ms": 2036.228004,
        "blocked_train": 2036228004,
        "duration": 2534785225,
        "avg_accuracy": 17.708333333333336,
        "soft_acc": 24.997624416666667,
        "adapt_pct": 24.999093833333333,
        "stability": 99.99853058333333,
        "consistency": 100,
        "throughput": 59.96563278847421,
        "availability": 24.956868971324212,
        "score": 3.7410305817326575,
        "zero_downtime": 6.238624371611248,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 24646864,
        "heap_mib": 23.505081176757812,
        "mobile_score": 248.55879376954144,
        "mobile_throughput": 3984.1923309344274,
        "mobile_availability": 1658.1658749509097,
        "mobile_accuracy": 1660.8737181808813,
        "soft_acc_blocks": [
          24.996155,
          24.999093833333333
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.861831357592305,
        "mobile_acc_per_sec": 655.2325229767272
      },
      "started": "2026-08-18T07:50:32.699324136+10:00",
      "ended": "2026-08-18T07:50:35.240534095+10:00"
    },
    {
      "cell": {
        "id": "int6|none|StepTweenSplit|tricameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 168,
        "total_correct": 16,
        "total_train": 10,
        "infer_ms": 753.491319,
        "train_ms": 1977.508118,
        "blocked_train": 1977508118,
        "duration": 2611014671,
        "avg_accuracy": 3.8461538461538463,
        "soft_acc": 24.997051153846154,
        "adapt_pct": 24.997671307692308,
        "stability": 99.99937984615384,
        "consistency": 100,
        "throughput": 64.34280200181993,
        "availability": 27.59031396314418,
        "score": 4.437571780839744,
        "zero_downtime": 6.896764894873908,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 24656240,
        "heap_mib": 23.514022827148438,
        "mobile_score": 294.8378702107347,
        "mobile_throughput": 4275.016978320893,
        "mobile_availability": 1833.1352841349558,
        "mobile_accuracy": 1660.8356298755155,
        "soft_acc_blocks": [
          24.996431,
          24.997671307692308
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.573692339412426,
        "mobile_acc_per_sec": 636.088202920525
      },
      "started": "2026-08-18T07:50:37.723889739+10:00",
      "ended": "2026-08-18T07:50:40.341449715+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|StepTweenSplit|tricameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 168,
        "total_correct": 63,
        "total_train": 10,
        "infer_ms": 731.456602,
        "train_ms": 1937.475867,
        "blocked_train": 1937475867,
        "duration": 2621478145,
        "avg_accuracy": 55.72916666666667,
        "soft_acc": 25.00388725,
        "adapt_pct": 25.0015295,
        "stability": 99.99764225,
        "consistency": 100,
        "throughput": 64.08598153695459,
        "availability": 27.406336072417123,
        "score": 4.391587610629295,
        "zero_downtime": 6.852649370903254,
        "weight_bytes": 15806,
        "weight_mib": 0.015073776245117188,
        "heap_bytes": 44736936,
        "heap_mib": 42.664466857910156,
        "mobile_score": 291.33957803386204,
        "mobile_throughput": 4251.488180190668,
        "mobile_availability": 1818.146669206052,
        "mobile_accuracy": 1658.7673084307223,
        "soft_acc_blocks": [
          25.006245,
          25.0015295
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.122532367,
        "time_to_acc50_sec": 0.122532367,
        "acc_per_sec": 9.538087241997586,
        "mobile_acc_per_sec": 632.760304179733
      },
      "started": "2026-08-18T07:50:42.852605065+10:00",
      "ended": "2026-08-18T07:50:45.484420023+10:00"
    },
    {
      "cell": {
        "id": "int5|none|StepTweenSplit|tricameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 184,
        "total_correct": 69,
        "total_train": 12,
        "infer_ms": 741.156904,
        "train_ms": 2013.836041,
        "blocked_train": 2013836041,
        "duration": 2476335331,
        "avg_accuracy": 23.557692307692307,
        "soft_acc": 24.999462461538464,
        "adapt_pct": 25.000740923076926,
        "stability": 99.99872153846154,
        "consistency": 100,
        "throughput": 74.30334563198944,
        "availability": 26.902315860558403,
        "score": 4.997222733932896,
        "zero_downtime": 6.725434354844806,
        "weight_bytes": 13152,
        "weight_mib": 0.012542724609375,
        "heap_bytes": 26104992,
        "heap_mib": 24.895660400390625,
        "mobile_score": 398.416045122903,
        "mobile_throughput": 5924.0195369076155,
        "mobile_availability": 2144.8542241332793,
        "mobile_accuracy": 1993.144491337451,
        "soft_acc_blocks": [
          24.998184,
          25.000740923076926
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.2746344490000001,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.095346195074121,
        "mobile_acc_per_sec": 804.8766523605567
      },
      "started": "2026-08-18T07:50:48.307247271+10:00",
      "ended": "2026-08-18T07:50:50.790196813+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|StepTweenSplit|tricameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 184,
        "total_correct": 62,
        "total_train": 13,
        "infer_ms": 701.553298,
        "train_ms": 2124.219879,
        "blocked_train": 2124219879,
        "duration": 2609018672,
        "avg_accuracy": 25.48076923076923,
        "soft_acc": 24.999695807692305,
        "adapt_pct": 25.000739615384614,
        "stability": 99.99895619230769,
        "consistency": 100,
        "throughput": 70.52460067637263,
        "availability": 24.82695014979258,
        "score": 4.37722360195781,
        "zero_downtime": 6.206662015775554,
        "weight_bytes": 13176,
        "weight_mib": 0.01256561279296875,
        "heap_bytes": 28005848,
        "heap_mib": 26.708457946777344,
        "mobile_score": 348.34939402295936,
        "mobile_throughput": 5612.507868763518,
        "mobile_availability": 1975.785069844331,
        "mobile_accuracy": 1989.532561570034,
        "soft_acc_blocks": [
          24.998652,
          25.000739615384614
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.072627629,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.582030238414601,
        "mobile_acc_per_sec": 762.5597252030835
      },
      "started": "2026-08-18T07:50:53.605434795+10:00",
      "ended": "2026-08-18T07:50:56.221788095+10:00"
    },
    {
      "cell": {
        "id": "int3|none|StepTweenSplit|tricameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 224,
        "total_correct": 43,
        "total_train": 15,
        "infer_ms": 675.341819,
        "train_ms": 2006.060213,
        "blocked_train": 2006060213,
        "duration": 2525341312,
        "avg_accuracy": 15.416666666666666,
        "soft_acc": 24.999194333333335,
        "adapt_pct": 24.999449666666667,
        "stability": 99.99974466666667,
        "consistency": 100,
        "throughput": 88.7008813167509,
        "availability": 25.186145566402704,
        "score": 5.58490328316284,
        "zero_downtime": 6.29633347522123,
        "weight_bytes": 7891,
        "weight_mib": 0.007525444030761719,
        "heap_bytes": 25695968,
        "heap_mib": 24.505584716796875,
        "mobile_score": 742.1360467679328,
        "mobile_throughput": 11786.797025420528,
        "mobile_availability": 3346.7986026405124,
        "mobile_accuracy": 3321.9560508515187,
        "soft_acc_blocks": [
          24.998939,
          24.999449666666667
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.899332899890142,
        "mobile_acc_per_sec": 1315.4483455626923
      },
      "started": "2026-08-18T07:50:58.783864786+10:00",
      "ended": "2026-08-18T07:51:01.314915884+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|StepTweenSplit|tricameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "StepTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 216,
        "total_correct": 53,
        "total_train": 15,
        "infer_ms": 654.135853,
        "train_ms": 2025.832319,
        "blocked_train": 2025832319,
        "duration": 2592122382,
        "avg_accuracy": 19.642857142857142,
        "soft_acc": 25.000033571428574,
        "adapt_pct": 25.002754142857146,
        "stability": 99.99727942857143,
        "consistency": 100,
        "throughput": 83.32939891261663,
        "availability": 24.408344092826788,
        "score": 5.084838432471373,
        "zero_downtime": 6.102094217436501,
        "weight_bytes": 7915,
        "weight_mib": 0.007548332214355469,
        "heap_bytes": 25697024,
        "heap_mib": 24.506591796875,
        "mobile_score": 673.637339755793,
        "mobile_throughput": 11039.445078230687,
        "mobile_availability": 3233.6075572305676,
        "mobile_accuracy": 3311.994340138255,
        "soft_acc_blocks": [
          24.997313,
          25.002754142857146
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.310719248,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.644619306955459,
        "mobile_acc_per_sec": 1277.7152665079125
      },
      "started": "2026-08-18T07:51:03.958116286+10:00",
      "ended": "2026-08-18T07:51:06.556246005+10:00"
    },
    {
      "cell": {
        "id": "float64|none|TweenAlt|cnn|simd",
        "dtype": 0,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3856,
        "total_correct": 3273,
        "total_train": 152,
        "infer_ms": 535.3877,
        "train_ms": 1781.609301,
        "blocked_train": 1781609301,
        "duration": 2666802974,
        "avg_accuracy": 54.89506232956759,
        "soft_acc": 30.327611261394622,
        "adapt_pct": 35.029471993377484,
        "stability": 95.29813926801714,
        "consistency": 100,
        "throughput": 1445.9260911263707,
        "availability": 23.106965601117757,
        "score": 101.32747416901552,
        "zero_downtime": 7.007790701811171,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 30459736,
        "heap_mib": 29.048667907714844,
        "mobile_score": 43402.59704013465,
        "mobile_throughput": 619347.7928631231,
        "mobile_availability": 9897.6346250644,
        "mobile_accuracy": 12990.525043312144,
        "soft_acc_blocks": [
          25.625750529411764,
          35.029471993377484
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.147455724,
        "time_to_acc50_sec": 1.401945189,
        "acc_per_sec": 11.37227292644928,
        "mobile_acc_per_sec": 4871.1978987436605
      },
      "started": "2026-08-18T07:51:09.137184961+10:00",
      "ended": "2026-08-18T07:51:11.804281945+10:00"
    },
    {
      "cell": {
        "id": "float32|none|TweenAlt|cnn|simd",
        "dtype": 1,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5624,
        "total_correct": 4741,
        "total_train": 190,
        "infer_ms": 472.780613,
        "train_ms": 1820.504313,
        "blocked_train": 1820504313,
        "duration": 2699676789,
        "avg_accuracy": 61.05604317998386,
        "soft_acc": 30.986846868946735,
        "adapt_pct": 35.94237530932204,
        "stability": 95.0444715596247,
        "consistency": 100,
        "throughput": 2083.212339682786,
        "availability": 20.61586886303896,
        "score": 133.07993140954642,
        "zero_downtime": 6.3882077152927526,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 26313200,
        "heap_mib": 25.094223022460938,
        "mobile_score": 114006.8808477913,
        "mobile_throughput": 1784645.802528772,
        "mobile_availability": 17661.197147818577,
        "mobile_accuracy": 26545.803874552854,
        "soft_acc_blocks": [
          26.031318428571428,
          35.94237530932204
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.06904258,
        "time_to_acc50_sec": 1.468417562,
        "acc_per_sec": 11.477983955414427,
        "mobile_acc_per_sec": 9832.956294144313
      },
      "started": "2026-08-18T07:51:14.350775362+10:00",
      "ended": "2026-08-18T07:51:17.05072861+10:00"
    },
    {
      "cell": {
        "id": "float16|none|TweenAlt|cnn|simd",
        "dtype": 2,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3216,
        "total_correct": 2767,
        "total_train": 143,
        "infer_ms": 485.477949,
        "train_ms": 1847.344542,
        "blocked_train": 1847344542,
        "duration": 2647816322,
        "avg_accuracy": 47.1667045196457,
        "soft_acc": 30.25618432341585,
        "adapt_pct": 35.97566076447876,
        "stability": 94.28052355893709,
        "consistency": 100,
        "throughput": 1214.585760076752,
        "availability": 20.810753963191278,
        "score": 76.47687916729082,
        "zero_downtime": 6.296540078195722,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 25916464,
        "heap_mib": 24.715866088867188,
        "mobile_score": 131032.38570215872,
        "mobile_throughput": 2081022.022807582,
        "mobile_availability": 35656.302528933425,
        "mobile_accuracy": 51839.72015214069,
        "soft_acc_blocks": [
          24.536707882352943,
          35.97566076447876
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.352613676,
        "time_to_acc50_sec": 1.352613676,
        "acc_per_sec": 11.426844102449735,
        "mobile_acc_per_sec": 19578.291636552833
      },
      "started": "2026-08-18T07:51:19.729986409+10:00",
      "ended": "2026-08-18T07:51:22.378070439+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|TweenAlt|cnn|simd",
        "dtype": 3,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4744,
        "total_correct": 4134,
        "total_train": 157,
        "infer_ms": 542.748631,
        "train_ms": 1794.857209,
        "blocked_train": 1794857209,
        "duration": 2647622933,
        "avg_accuracy": 46.95933141297756,
        "soft_acc": 29.694660676091573,
        "adapt_pct": 34.65843323453608,
        "stability": 95.03622744155548,
        "consistency": 100,
        "throughput": 1791.7959316905494,
        "availability": 23.21814147247339,
        "score": 123.53623640556971,
        "zero_downtime": 6.894548325545864,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 28919840,
        "heap_mib": 27.580108642578125,
        "mobile_score": 211661.9814137364,
        "mobile_throughput": 3069990.540634558,
        "mobile_availability": 39781.02273307232,
        "mobile_accuracy": 50877.628289368295,
        "soft_acc_blocks": [
          24.73088811764706,
          34.65843323453608
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.399229561,
        "time_to_acc50_sec": 1.399229561,
        "acc_per_sec": 11.215592789281665,
        "mobile_acc_per_sec": 19216.34219708139
      },
      "started": "2026-08-18T07:51:25.052039127+10:00",
      "ended": "2026-08-18T07:51:27.699906695+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|TweenAlt|cnn|simd",
        "dtype": 4,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3616,
        "total_correct": 2469,
        "total_train": 147,
        "infer_ms": 495.132051,
        "train_ms": 1931.392049,
        "blocked_train": 1931392049,
        "duration": 2580997066,
        "avg_accuracy": 51.931423611111114,
        "soft_acc": 27.584553166666666,
        "adapt_pct": 29.778223583333336,
        "stability": 97.80632958333334,
        "consistency": 100,
        "throughput": 1401.0089541109148,
        "availability": 20.404992103725654,
        "score": 78.85755278944946,
        "zero_downtime": 5.628625895506337,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 41618832,
        "heap_mib": 39.69081115722656,
        "mobile_score": 270222.67082924757,
        "mobile_throughput": 4800863.938123551,
        "mobile_availability": 69922.17320312494,
        "mobile_accuracy": 94524.51118068845,
        "soft_acc_blocks": [
          25.39088275,
          29.778223583333336
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.1180731,
        "time_to_acc50_sec": 1.350005343,
        "acc_per_sec": 10.68755696395149,
        "mobile_acc_per_sec": 36623.254022981695
      },
      "started": "2026-08-18T07:51:30.280140482+10:00",
      "ended": "2026-08-18T07:51:32.861812286+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|TweenAlt|cnn|simd",
        "dtype": 5,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3584,
        "total_correct": 2294,
        "total_train": 135,
        "infer_ms": 488.452964,
        "train_ms": 1643.025388,
        "blocked_train": 1643025388,
        "duration": 2884751886,
        "avg_accuracy": 44.8051948051948,
        "soft_acc": 26.63430648376623,
        "adapt_pct": 28.02449418181818,
        "stability": 98.60981230194805,
        "consistency": 100,
        "throughput": 1242.3945426272269,
        "availability": 22.91615880319295,
        "score": 75.83029597262622,
        "zero_downtime": 6.103559969948986,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 38158880,
        "heap_mib": 36.391143798828125,
        "mobile_score": 259849.11251566178,
        "mobile_throughput": 4257336.927875448,
        "mobile_availability": 78527.23572946683,
        "mobile_accuracy": 91268.2828611819,
        "soft_acc_blocks": [
          25.244118785714285,
          28.02449418181818
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.336009319,
        "time_to_acc50_sec": 1.588876434,
        "acc_per_sec": 9.232789347681955,
        "mobile_acc_per_sec": 31638.17425828416
      },
      "started": "2026-08-18T07:51:35.271122143+10:00",
      "ended": "2026-08-18T07:51:38.156292309+10:00"
    },
    {
      "cell": {
        "id": "int64|none|TweenAlt|cnn|simd",
        "dtype": 6,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2640,
        "total_correct": 2271,
        "total_train": 141,
        "infer_ms": 455.997784,
        "train_ms": 1835.689334,
        "blocked_train": 1835689334,
        "duration": 2646479904,
        "avg_accuracy": 57.30113636363637,
        "soft_acc": 30.88847978409091,
        "adapt_pct": 36.94631775,
        "stability": 93.94216203409091,
        "consistency": 100,
        "throughput": 997.5515007727034,
        "availability": 19.897907546731695,
        "score": 61.31112279202633,
        "zero_downtime": 6.146161150029319,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 27855200,
        "heap_mib": 26.564788818359375,
        "mobile_score": 26261.998322210704,
        "mobile_throughput": 427291.0794420908,
        "mobile_availability": 8523.067117533388,
        "mobile_accuracy": 13230.767393007725,
        "soft_acc_blocks": [
          24.83064181818182,
          36.94631775
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.070812579,
        "time_to_acc50_sec": 1.314718608,
        "acc_per_sec": 11.671533850457273,
        "mobile_acc_per_sec": 4999.383283814169
      },
      "started": "2026-08-18T07:51:40.81983079+10:00",
      "ended": "2026-08-18T07:51:43.466586318+10:00"
    },
    {
      "cell": {
        "id": "int32|none|TweenAlt|cnn|simd",
        "dtype": 7,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2904,
        "total_correct": 2065,
        "total_train": 137,
        "infer_ms": 493.40071,
        "train_ms": 1817.857686,
        "blocked_train": 1817857686,
        "duration": 2686933242,
        "avg_accuracy": 52.6523644516918,
        "soft_acc": 26.501230044231555,
        "adapt_pct": 27.869896179372194,
        "stability": 98.63133386485936,
        "consistency": 100,
        "throughput": 1080.7860629385893,
        "availability": 21.347708713742623,
        "score": 61.1444490374341,
        "zero_downtime": 5.6574053954013985,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 28049776,
        "heap_mib": 26.750350952148438,
        "mobile_score": 52381.210615912176,
        "mobile_throughput": 925887.521839783,
        "mobile_availability": 18288.149519788712,
        "mobile_accuracy": 22703.06682586613,
        "soft_acc_blocks": [
          25.132563909090912,
          27.869896179372194
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.089158704,
        "time_to_acc50_sec": 1.37335651,
        "acc_per_sec": 9.863002783242038,
        "mobile_acc_per_sec": 8449.43464578497
      },
      "started": "2026-08-18T07:51:45.940686202+10:00",
      "ended": "2026-08-18T07:51:48.62793137+10:00"
    },
    {
      "cell": {
        "id": "int16|none|TweenAlt|cnn|simd",
        "dtype": 8,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2392,
        "total_correct": 1410,
        "total_train": 113,
        "infer_ms": 393.9832,
        "train_ms": 1831.840325,
        "blocked_train": 1831840325,
        "duration": 2852394567,
        "avg_accuracy": 45.398009950248756,
        "soft_acc": 26.11664920171868,
        "adapt_pct": 27.460950039800995,
        "stability": 98.65569916191768,
        "consistency": 100,
        "throughput": 838.5936601035462,
        "availability": 17.700558717924416,
        "score": 38.76644756782027,
        "zero_downtime": 4.622792827104553,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 26130904,
        "heap_mib": 24.920372009277344,
        "mobile_score": 66420.86033476259,
        "mobile_throughput": 1436812.3949946668,
        "mobile_availability": 30327.420029748875,
        "mobile_accuracy": 44747.20842049243,
        "soft_acc_blocks": [
          24.772348363636365,
          27.460950039800995
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.069402736,
        "time_to_acc50_sec": 1.587647783,
        "acc_per_sec": 9.156043663758204,
        "mobile_acc_per_sec": 15687.594184262945
      },
      "started": "2026-08-18T07:51:51.031907162+10:00",
      "ended": "2026-08-18T07:51:53.884626624+10:00"
    },
    {
      "cell": {
        "id": "int8|none|TweenAlt|cnn|simd",
        "dtype": 9,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4664,
        "total_correct": 3214,
        "total_train": 154,
        "infer_ms": 446.089508,
        "train_ms": 1832.4184,
        "blocked_train": 1832418400,
        "duration": 2791502808,
        "avg_accuracy": 46.534304511278194,
        "soft_acc": 26.289301980733082,
        "adapt_pct": 27.05860125313283,
        "stability": 99.23070072760025,
        "consistency": 100,
        "throughput": 1670.7846349406218,
        "availability": 19.578141749420695,
        "score": 85.99456349372804,
        "zero_downtime": 5.146956806721185,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 24671096,
        "heap_mib": 23.52819061279297,
        "mobile_score": 294679.20068627247,
        "mobile_throughput": 5725309.377017966,
        "mobile_availability": 67088.78942170116,
        "mobile_accuracy": 90086.04939133716,
        "soft_acc_blocks": [
          25.520002708333333,
          27.05860125313283
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.068539872,
        "time_to_acc50_sec": 1.536454139,
        "acc_per_sec": 9.417616169108681,
        "mobile_acc_per_sec": 32271.523830520604
      },
      "started": "2026-08-18T07:51:56.236160074+10:00",
      "ended": "2026-08-18T07:51:59.028016631+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|TweenAlt|cnn|simd",
        "dtype": 10,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3544,
        "total_correct": 2332,
        "total_train": 152,
        "infer_ms": 477.939075,
        "train_ms": 1860.728051,
        "blocked_train": 1860728051,
        "duration": 2629531056,
        "avg_accuracy": 44.72690054586606,
        "soft_acc": 26.347578813540142,
        "adapt_pct": 27.458639833976836,
        "stability": 98.8889389795633,
        "consistency": 100,
        "throughput": 1347.7688319799024,
        "availability": 20.436387448497445,
        "score": 72.57052231772681,
        "zero_downtime": 5.38449328963329,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 27820592,
        "heap_mib": 26.531784057617188,
        "mobile_score": 30983.594466544262,
        "mobile_throughput": 575422.6591051132,
        "mobile_availability": 8725.205783874453,
        "mobile_accuracy": 11248.957166932683,
        "soft_acc_blocks": [
          25.23651779310345,
          27.458639833976836
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.387818208,
        "time_to_acc50_sec": 1.387818208,
        "acc_per_sec": 10.019877404916317,
        "mobile_acc_per_sec": 4277.932805267725
      },
      "started": "2026-08-18T07:52:01.538275268+10:00",
      "ended": "2026-08-18T07:52:04.168083355+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|TweenAlt|cnn|simd",
        "dtype": 11,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3320,
        "total_correct": 2260,
        "total_train": 147,
        "infer_ms": 493.618144,
        "train_ms": 1870.76694,
        "blocked_train": 1870766940,
        "duration": 2638550158,
        "avg_accuracy": 46.697874493927124,
        "soft_acc": 26.224106768796993,
        "adapt_pct": 27.071424894736843,
        "stability": 99.15268187406015,
        "consistency": 100,
        "throughput": 1258.266775764662,
        "availability": 20.87723135035646,
        "score": 68.88843801072932,
        "zero_downtime": 5.4748674396862365,
        "weight_bytes": 1232,
        "weight_mib": 0.0011749267578125,
        "heap_bytes": 39770464,
        "heap_mib": 37.928070068359375,
        "mobile_score": 58632.11264248255,
        "mobile_throughput": 1070932.0963183492,
        "mobile_availability": 17768.964075025466,
        "mobile_accuracy": 22319.780015582855,
        "soft_acc_blocks": [
          25.376788642857143,
          27.071424894736843
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.091315212,
        "time_to_acc50_sec": 1.3912763799999999,
        "acc_per_sec": 9.938832009422423,
        "mobile_acc_per_sec": 8459.107721681921
      },
      "started": "2026-08-18T07:52:06.702157536+10:00",
      "ended": "2026-08-18T07:52:09.340987746+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|TweenAlt|cnn|simd",
        "dtype": 12,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3568,
        "total_correct": 2552,
        "total_train": 138,
        "infer_ms": 532.836144,
        "train_ms": 1856.371336,
        "blocked_train": 1856371336,
        "duration": 2650525245,
        "avg_accuracy": 51.624548736462096,
        "soft_acc": 26.697954967190487,
        "adapt_pct": 28.25343016967509,
        "stability": 98.4445247975154,
        "consistency": 100,
        "throughput": 1346.1482801307936,
        "availability": 22.301794568297602,
        "score": 80.15132531336039,
        "zero_downtime": 5.954123070719428,
        "weight_bytes": 620,
        "weight_mib": 0.000591278076171875,
        "heap_bytes": 25926600,
        "heap_mib": 24.72553253173828,
        "mobile_score": 135556.0582125519,
        "mobile_throughput": 2276675.449978108,
        "mobile_availability": 37717.94603426972,
        "mobile_accuracy": 45152.9593994786,
        "soft_acc_blocks": [
          25.142479764705882,
          28.25343016967509
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071380858,
        "time_to_acc50_sec": 1.32857676,
        "acc_per_sec": 10.072703520765934,
        "mobile_acc_per_sec": 17035.476075791386
      },
      "started": "2026-08-18T07:52:11.889977845+10:00",
      "ended": "2026-08-18T07:52:14.540769496+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|TweenAlt|cnn|simd",
        "dtype": 13,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4344,
        "total_correct": 3062,
        "total_train": 153,
        "infer_ms": 455.841943,
        "train_ms": 1748.616406,
        "blocked_train": 1748616406,
        "duration": 2641798794,
        "avg_accuracy": 51.71370967741936,
        "soft_acc": 26.412891633256528,
        "adapt_pct": 27.37519079032258,
        "stability": 99.03770084293394,
        "consistency": 100,
        "throughput": 1644.3341596892258,
        "availability": 20.67818351872159,
        "score": 89.80870082288436,
        "zero_downtime": 5.461706204525845,
        "weight_bytes": 314,
        "weight_mib": 0.0002994537353515625,
        "heap_bytes": 28422728,
        "heap_mib": 27.10602569580078,
        "mobile_score": 299908.4339938114,
        "mobile_throughput": 5491112.534491369,
        "mobile_availability": 69053.0158004045,
        "mobile_accuracy": 88203.58043704968,
        "soft_acc_blocks": [
          25.450592476190476,
          27.37519079032258
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.070726797,
        "time_to_acc50_sec": 1.376755976,
        "acc_per_sec": 9.998070895196467,
        "mobile_acc_per_sec": 33387.69804777557
      },
      "started": "2026-08-18T07:52:16.991862201+10:00",
      "ended": "2026-08-18T07:52:19.633942817+10:00"
    },
    {
      "cell": {
        "id": "int4|none|TweenAlt|cnn|simd",
        "dtype": 14,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4928,
        "total_correct": 1614,
        "total_train": 163,
        "infer_ms": 527.907225,
        "train_ms": 1798.257965,
        "blocked_train": 1798257965,
        "duration": 2649294565,
        "avg_accuracy": 30.642446633825944,
        "soft_acc": 25.08758384302135,
        "adapt_pct": 25.3745755908046,
        "stability": 99.71300825221675,
        "consistency": 100,
        "throughput": 1860.1178083796808,
        "availability": 22.69431368285586,
        "score": 105.90496986084727,
        "zero_downtime": 5.69345497278473,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 33060688,
        "heap_mib": 31.529129028320312,
        "mobile_score": 725813.1351425346,
        "mobile_throughput": 12748201.902219165,
        "mobile_availability": 155534.06970140044,
        "mobile_accuracy": 171936.19814235263,
        "soft_acc_blocks": [
          24.8005920952381,
          25.3745755908046
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.072032785,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.469533578657137,
        "mobile_acc_per_sec": 64898.86040375154
      },
      "started": "2026-08-18T07:52:22.136361296+10:00",
      "ended": "2026-08-18T07:52:24.786079974+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|TweenAlt|cnn|simd",
        "dtype": 15,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3096,
        "total_correct": 714,
        "total_train": 134,
        "infer_ms": 475.901196,
        "train_ms": 1843.674991,
        "blocked_train": 1843674991,
        "duration": 2606710129,
        "avg_accuracy": 22.9020979020979,
        "soft_acc": 24.811583699300698,
        "adapt_pct": 24.85778309090909,
        "stability": 99.9538006083916,
        "consistency": 100,
        "throughput": 1187.7039819489648,
        "availability": 20.51673054186256,
        "score": 60.460377281386094,
        "zero_downtime": 5.090525770754219,
        "weight_bytes": 161,
        "weight_mib": 0.00015354156494140625,
        "heap_bytes": 26304336,
        "heap_mib": 25.085769653320312,
        "mobile_score": 393772.0532186752,
        "mobile_throughput": 7735390.624696383,
        "mobile_availability": 133623.29965629862,
        "mobile_accuracy": 161595.22477688154,
        "soft_acc_blocks": [
          24.765384307692308,
          24.85778309090909
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.51835166605926,
        "mobile_acc_per_sec": 61992.01935770034
      },
      "started": "2026-08-18T07:52:27.164825097+10:00",
      "ended": "2026-08-18T07:52:29.771842153+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|TweenAlt|cnn|simd",
        "dtype": 16,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4232,
        "total_correct": 1039,
        "total_train": 164,
        "infer_ms": 442.203875,
        "train_ms": 1843.428166,
        "blocked_train": 1843428166,
        "duration": 2742509767,
        "avg_accuracy": 25.440573770491802,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 1543.112097875712,
        "availability": 19.347115680375605,
        "score": 74.6369206634712,
        "zero_downtime": 4.836778920093901,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 25943976,
        "heap_mib": 24.742103576660156,
        "mobile_score": 511519.5014484966,
        "mobile_throughput": 10575622.948641324,
        "mobile_availability": 132594.2560239577,
        "mobile_accuracy": 171335.9477124183,
        "soft_acc_blocks": [
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071686691,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.115737818263893,
        "mobile_acc_per_sec": 62474.14312760706
      },
      "started": "2026-08-18T07:52:32.334314934+10:00",
      "ended": "2026-08-18T07:52:35.077308607+10:00"
    },
    {
      "cell": {
        "id": "int2|none|TweenAlt|cnn|simd",
        "dtype": 17,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4880,
        "total_correct": 1741,
        "total_train": 158,
        "infer_ms": 522.17023,
        "train_ms": 1820.492568,
        "blocked_train": 1820492568,
        "duration": 2779294828,
        "avg_accuracy": 28.659938681655596,
        "soft_acc": 24.828716377554933,
        "adapt_pct": 25.04220143932039,
        "stability": 99.78651493823455,
        "consistency": 100,
        "throughput": 1755.8410683301568,
        "availability": 22.289602688265337,
        "score": 97.17214678236327,
        "zero_downtime": 5.534222233153261,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 28050600,
        "heap_mib": 26.751136779785156,
        "mobile_score": 1323277.6751229006,
        "mobile_throughput": 23910815.6372125,
        "mobile_availability": 303536.9146552015,
        "mobile_accuracy": 338114.2351209226,
        "soft_acc_blocks": [
          24.615231315789472,
          25.04220143932039
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.347353034,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.933458993777155,
        "mobile_acc_per_sec": 121654.68438777758
      },
      "started": "2026-08-18T07:52:37.611144386+10:00",
      "ended": "2026-08-18T07:52:40.390752911+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|TweenAlt|cnn|simd",
        "dtype": 18,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3240,
        "total_correct": 633,
        "total_train": 139,
        "infer_ms": 481.659978,
        "train_ms": 1816.451737,
        "blocked_train": 1816451737,
        "duration": 2861648952,
        "avg_accuracy": 15.748807113938692,
        "soft_acc": 25.01966659832273,
        "adapt_pct": 25.014061910931172,
        "stability": 99.99439531260845,
        "consistency": 100,
        "throughput": 1132.214347163572,
        "availability": 20.9589453313413,
        "score": 59.37171538831463,
        "zero_downtime": 5.24385824442632,
        "weight_bytes": 85,
        "weight_mib": 0.00008106231689453125,
        "heap_bytes": 42698616,
        "heap_mib": 40.72057342529297,
        "mobile_score": 732420.6568825577,
        "mobile_throughput": 13967209.309310468,
        "mobile_availability": 258553.49482066513,
        "mobile_accuracy": 308647.31674121006,
        "soft_acc_blocks": [
          25.025271285714286,
          25.014061910931172
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.743094285145123,
        "mobile_acc_per_sec": 107856.4568604745
      },
      "started": "2026-08-18T07:52:43.038342728+10:00",
      "ended": "2026-08-18T07:52:45.900253606+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|TweenAlt|cnn|simd",
        "dtype": 19,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4672,
        "total_correct": 1042,
        "total_train": 172,
        "infer_ms": 476.880829,
        "train_ms": 1818.102712,
        "blocked_train": 1818102712,
        "duration": 2682729513,
        "avg_accuracy": 20.354278074866308,
        "soft_acc": 24.733338017528226,
        "adapt_pct": 24.706707858585858,
        "stability": 99.97336984105763,
        "consistency": 100,
        "throughput": 1741.5098977963942,
        "availability": 20.77927011154979,
        "score": 89.50328358297395,
        "zero_downtime": 5.139407114264824,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 25297920,
        "heap_mib": 24.1259765625,
        "mobile_score": 1218844.0920298765,
        "mobile_throughput": 23715655.6180747,
        "mobile_availability": 282969.401772577,
        "mobile_accuracy": 336815.38500087894,
        "soft_acc_blocks": [
          24.75996817647059,
          24.706707858585858
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.219467671889822,
        "mobile_acc_per_sec": 125549.51342233171
      },
      "started": "2026-08-18T07:52:48.427542772+10:00",
      "ended": "2026-08-18T07:52:51.110591659+10:00"
    },
    {
      "cell": {
        "id": "binary|none|TweenAlt|cnn|simd",
        "dtype": 20,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4888,
        "total_correct": 1125,
        "total_train": 168,
        "infer_ms": 497.311744,
        "train_ms": 1798.995451,
        "blocked_train": 1798995451,
        "duration": 2641262369,
        "avg_accuracy": 13.93519511149228,
        "soft_acc": 24.377172817645796,
        "adapt_pct": 24.687772908018864,
        "stability": 99.68939990962693,
        "consistency": 100,
        "throughput": 1850.6302355152359,
        "availability": 21.65702154671862,
        "score": 97.70160949957828,
        "zero_downtime": 5.279369569598385,
        "weight_bytes": 39,
        "weight_mib": 0.00003719329833984375,
        "heap_bytes": 25101832,
        "heap_mib": 23.93897247314453,
        "mobile_score": 2626860.5867340975,
        "mobile_throughput": 49757088.45732369,
        "mobile_availability": 582282.8980864622,
        "mobile_accuracy": 655418.4196009169,
        "soft_acc_blocks": [
          24.066572727272728,
          24.687772908018864
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.229364376578447,
        "mobile_acc_per_sec": 248145.896936798
      },
      "started": "2026-08-18T07:52:53.571492772+10:00",
      "ended": "2026-08-18T07:52:56.213103421+10:00"
    },
    {
      "cell": {
        "id": "int|none|TweenAlt|cnn|simd",
        "dtype": 21,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2456,
        "total_correct": 1970,
        "total_train": 129,
        "infer_ms": 488.10409,
        "train_ms": 1836.086808,
        "blocked_train": 1836086808,
        "duration": 2701232559,
        "avg_accuracy": 52.20751231527094,
        "soft_acc": 30.237553546551723,
        "adapt_pct": 35.03910179310345,
        "stability": 95.19845175344827,
        "consistency": 100,
        "throughput": 909.2145701476419,
        "availability": 21.001032678512797,
        "score": 57.73693000888186,
        "zero_downtime": 6.350198501494133,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 25955904,
        "heap_mib": 24.75347900390625,
        "mobile_score": 24731.029052693346,
        "mobile_throughput": 389452.85012546316,
        "mobile_availability": 8995.579592281141,
        "mobile_accuracy": 12951.949733508587,
        "soft_acc_blocks": [
          25.436005299999998,
          35.03910179310345
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.375901121,
        "time_to_acc50_sec": 1.375901121,
        "acc_per_sec": 11.193983815205346,
        "mobile_acc_per_sec": 4794.8295641392
      },
      "started": "2026-08-18T07:52:58.74977179+10:00",
      "ended": "2026-08-18T07:53:01.451366849+10:00"
    },
    {
      "cell": {
        "id": "uint|none|TweenAlt|cnn|simd",
        "dtype": 22,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2520,
        "total_correct": 1693,
        "total_train": 129,
        "infer_ms": 554.698859,
        "train_ms": 1844.806743,
        "blocked_train": 1844806743,
        "duration": 2815998834,
        "avg_accuracy": 51.31690739167375,
        "soft_acc": 26.41637404269329,
        "adapt_pct": 27.381049630841122,
        "stability": 99.03532441185217,
        "consistency": 100,
        "throughput": 894.8867341754019,
        "availability": 23.11721458527355,
        "score": 54.64831552627955,
        "zero_downtime": 6.106729873097908,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 25104816,
        "heap_mib": 23.941818237304688,
        "mobile_score": 23331.804601500044,
        "mobile_throughput": 382067.0815043592,
        "mobile_availability": 9869.770521566694,
        "mobile_accuracy": 11278.328920273272,
        "soft_acc_blocks": [
          25.451698454545454,
          27.381049630841122
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.081470325,
        "time_to_acc50_sec": 1.523415226,
        "acc_per_sec": 9.380818530087959,
        "mobile_acc_per_sec": 4005.0900533410063
      },
      "started": "2026-08-18T07:53:03.971579921+10:00",
      "ended": "2026-08-18T07:53:06.787845109+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|TweenAlt|cnn|simd",
        "dtype": 23,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2496,
        "total_correct": 1617,
        "total_train": 135,
        "infer_ms": 485.057519,
        "train_ms": 1857.436208,
        "blocked_train": 1857436208,
        "duration": 2678397839,
        "avg_accuracy": 43.37871287128713,
        "soft_acc": 26.371154500000003,
        "adapt_pct": 27.2595035,
        "stability": 99.111651,
        "consistency": 100,
        "throughput": 931.900393457568,
        "availability": 20.706886571739368,
        "score": 50.887772706020925,
        "zero_downtime": 5.460645049973143,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 33095592,
        "heap_mib": 31.562416076660156,
        "mobile_score": 21726.261055777115,
        "mobile_throughput": 397869.8644015321,
        "mobile_availability": 8840.693930719943,
        "mobile_accuracy": 11259.022679557005,
        "soft_acc_blocks": [
          25.4828055,
          27.2595035
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.107120557,
        "time_to_acc50_sec": 1.401426194,
        "acc_per_sec": 9.845869092339871,
        "mobile_acc_per_sec": 4203.640891437041
      },
      "started": "2026-08-18T07:53:09.285086486+10:00",
      "ended": "2026-08-18T07:53:11.9637887+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|TweenAlt|cnn|simd",
        "dtype": 24,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2496,
        "total_correct": 2096,
        "total_train": 127,
        "infer_ms": 451.046167,
        "train_ms": 1817.884694,
        "blocked_train": 1817884694,
        "duration": 2704409162,
        "avg_accuracy": 62.85885167464115,
        "soft_acc": 30.64961264593301,
        "adapt_pct": 35.65039229186603,
        "stability": 94.99922035406699,
        "consistency": 100,
        "throughput": 922.9372666945579,
        "availability": 19.879238047879856,
        "score": 56.23373201972877,
        "zero_downtime": 6.092909458638111,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 42565040,
        "heap_mib": 40.59318542480469,
        "mobile_score": 24087.149422515977,
        "mobile_throughput": 395330.8281705526,
        "mobile_availability": 8515.070226835649,
        "mobile_accuracy": 13128.451074273633,
        "soft_acc_blocks": [
          25.648833,
          35.65039229186603
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.123365852,
        "time_to_acc50_sec": 1.406549989,
        "acc_per_sec": 11.33320100988957,
        "mobile_acc_per_sec": 4854.461839111915
      },
      "started": "2026-08-18T07:53:14.515958242+10:00",
      "ended": "2026-08-18T07:53:17.220710788+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|TweenAlt|cnn|simd",
        "dtype": 25,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2232,
        "total_correct": 1848,
        "total_train": 121,
        "infer_ms": 423.484412,
        "train_ms": 1850.529855,
        "blocked_train": 1850529855,
        "duration": 3046512578,
        "avg_accuracy": 52.55681818181818,
        "soft_acc": 29.882205268320966,
        "adapt_pct": 34.58888062755102,
        "stability": 95.29332464076995,
        "consistency": 100,
        "throughput": 732.6409928907242,
        "availability": 18.622768473598146,
        "score": 40.77069393637694,
        "zero_downtime": 5.564893901924761,
        "weight_bytes": 4896,
        "weight_mib": 0.004669189453125,
        "heap_bytes": 25356168,
        "heap_mib": 24.18152618408203,
        "mobile_score": 8731.856855602611,
        "mobile_throughput": 156909.6735623742,
        "mobile_availability": 3988.437106816105,
        "mobile_accuracy": 6399.86994923099,
        "soft_acc_blocks": [
          25.175529909090912,
          34.58888062755102
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.5109507039999999,
        "time_to_acc50_sec": 1.5109507039999999,
        "acc_per_sec": 9.808659739044401,
        "mobile_acc_per_sec": 2100.7200152222676
      },
      "started": "2026-08-18T07:53:19.72993298+10:00",
      "ended": "2026-08-18T07:53:22.77678337+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|TweenAlt|cnn|simd",
        "dtype": 26,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2400,
        "total_correct": 608,
        "total_train": 118,
        "infer_ms": 515.33253,
        "train_ms": 1841.020439,
        "blocked_train": 1841020439,
        "duration": 2721002940,
        "avg_accuracy": 25.07853835978836,
        "soft_acc": 25.119568776455026,
        "adapt_pct": 25.255695052910053,
        "stability": 99.86387372354497,
        "consistency": 100,
        "throughput": 882.0277129138273,
        "availability": 21.869920881110577,
        "score": 48.4553374316034,
        "zero_downtime": 5.4936298170868705,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 24689664,
        "heap_mib": 23.5458984375,
        "mobile_score": 332085.6464227514,
        "mobile_throughput": 6044922.164028296,
        "mobile_availability": 149884.14482242748,
        "mobile_accuracy": 172155.40489764774,
        "soft_acc_blocks": [
          24.9834425,
          25.255695052910053
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.416140548,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.231731582199256,
        "mobile_acc_per_sec": 63269.099186510895
      },
      "started": "2026-08-18T07:53:25.417952911+10:00",
      "ended": "2026-08-18T07:53:28.13933408+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|TweenAlt|cnn|simd",
        "dtype": 27,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1560,
        "total_correct": 720,
        "total_train": 84,
        "infer_ms": 480.540598,
        "train_ms": 1926.046798,
        "blocked_train": 1926046798,
        "duration": 2733022038,
        "avg_accuracy": 35.75396825396825,
        "soft_acc": 25.545698006878307,
        "adapt_pct": 25.754534585185183,
        "stability": 99.79116342169313,
        "consistency": 100,
        "throughput": 570.7967145195776,
        "availability": 19.967718554443888,
        "score": 29.115730116258074,
        "zero_downtime": 5.100893080781642,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 29093544,
        "heap_mib": 27.745765686035156,
        "mobile_score": 132739.37314080622,
        "mobile_throughput": 2602277.1118438286,
        "mobile_availability": 91033.34978671545,
        "mobile_accuracy": 116463.50362287143,
        "soft_acc_blocks": [
          25.33686142857143,
          25.754534585185183
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.075139082,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.347051597715037,
        "mobile_acc_per_sec": 42613.45207011149
      },
      "started": "2026-08-18T07:53:30.64827262+10:00",
      "ended": "2026-08-18T07:53:33.381647366+10:00"
    },
    {
      "cell": {
        "id": "int6|none|TweenAlt|cnn|simd",
        "dtype": 28,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1376,
        "total_correct": 746,
        "total_train": 92,
        "infer_ms": 408.625891,
        "train_ms": 1907.615358,
        "blocked_train": 1907615358,
        "duration": 2841079831,
        "avg_accuracy": 40.67028985507246,
        "soft_acc": 25.760142583333334,
        "adapt_pct": 26.340611000000003,
        "stability": 99.41953158333334,
        "consistency": 100,
        "throughput": 484.3228919462207,
        "availability": 17.64176728898243,
        "score": 22.010268901936193,
        "zero_downtime": 4.544544407861733,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 28248256,
        "heap_mib": 26.93963623046875,
        "mobile_score": 100345.39010485499,
        "mobile_throughput": 2208040.6988930446,
        "mobile_availability": 80429.27729048712,
        "mobile_accuracy": 117441.16204113624,
        "soft_acc_blocks": [
          25.17967416666667,
          26.340611000000003
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.072963928,
        "time_to_acc50_sec": 1.361027482,
        "acc_per_sec": 9.067025256473102,
        "mobile_acc_per_sec": 41336.80467535452
      },
      "started": "2026-08-18T07:53:35.877442378+10:00",
      "ended": "2026-08-18T07:53:38.718888927+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|TweenAlt|cnn|simd",
        "dtype": 29,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1296,
        "total_correct": 652,
        "total_train": 78,
        "infer_ms": 374.308226,
        "train_ms": 1909.082962,
        "blocked_train": 1909082962,
        "duration": 2881489002,
        "avg_accuracy": 40.811688311688314,
        "soft_acc": 25.48927323766234,
        "adapt_pct": 26.072940618181818,
        "stability": 99.41633261948051,
        "consistency": 100,
        "throughput": 449.7674636621778,
        "availability": 16.39264563895654,
        "score": 18.792931850249005,
        "zero_downtime": 4.178366237795372,
        "weight_bytes": 238,
        "weight_mib": 0.0002269744873046875,
        "heap_bytes": 28054256,
        "heap_mib": 26.754623413085938,
        "mobile_score": 82797.55171347353,
        "mobile_throughput": 1981577.1763740832,
        "mobile_availability": 72222.4150988004,
        "mobile_accuracy": 112300.1688002312,
        "soft_acc_blocks": [
          24.905605857142856,
          26.072940618181818
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.340401827,
        "time_to_acc50_sec": 1.340401827,
        "acc_per_sec": 8.84586865331452,
        "mobile_acc_per_sec": 38972.96457570557
      },
      "started": "2026-08-18T07:53:41.155976554+10:00",
      "ended": "2026-08-18T07:53:44.037929982+10:00"
    },
    {
      "cell": {
        "id": "int5|none|TweenAlt|cnn|simd",
        "dtype": 30,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1296,
        "total_correct": 376,
        "total_train": 77,
        "infer_ms": 398.585694,
        "train_ms": 1932.584704,
        "blocked_train": 1932584704,
        "duration": 2890642478,
        "avg_accuracy": 16.089044652128763,
        "soft_acc": 24.81484818691589,
        "adapt_pct": 25.187993373831777,
        "stability": 99.62685481308411,
        "consistency": 100,
        "throughput": 448.3432350640216,
        "availability": 17.098093487372775,
        "score": 19.022602422664825,
        "zero_downtime": 4.242865941748507,
        "weight_bytes": 192,
        "weight_mib": 0.00018310546875,
        "heap_bytes": 24680960,
        "heap_mib": 23.53759765625,
        "mobile_score": 103888.77269764683,
        "mobile_throughput": 2448551.854429643,
        "mobile_availability": 93378.38789903851,
        "mobile_accuracy": 135522.15756480998,
        "soft_acc_blocks": [
          24.441703,
          25.187993373831777
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.588690817,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.58454422356824,
        "mobile_acc_per_sec": 46883.05751964735
      },
      "started": "2026-08-18T07:53:46.46671121+10:00",
      "ended": "2026-08-18T07:53:49.357657385+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|TweenAlt|cnn|simd",
        "dtype": 31,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1480,
        "total_correct": 550,
        "total_train": 98,
        "infer_ms": 364.572558,
        "train_ms": 1932.172877,
        "blocked_train": 1932172877,
        "duration": 2726914587,
        "avg_accuracy": 38.086854460093896,
        "soft_acc": 25.669014980046946,
        "adapt_pct": 25.92052862676056,
        "stability": 99.74848635328638,
        "consistency": 100,
        "throughput": 542.7379379814803,
        "availability": 15.873442151850844,
        "score": 22.114162539537453,
        "zero_downtime": 4.074556243807679,
        "weight_bytes": 200,
        "weight_mib": 0.00019073486328125,
        "heap_bytes": 28251320,
        "heap_mib": 26.94255828857422,
        "mobile_score": 115941.90049529012,
        "mobile_throughput": 2845509.8802843434,
        "mobile_availability": 83222.55238909576,
        "mobile_accuracy": 134579.56525858853,
        "soft_acc_blocks": [
          25.417501333333334,
          25.92052862676056
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.068000392,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.413208283977303,
        "mobile_acc_per_sec": 49352.321447898925
      },
      "started": "2026-08-18T07:53:52.019662879+10:00",
      "ended": "2026-08-18T07:53:54.746923976+10:00"
    },
    {
      "cell": {
        "id": "int3|none|TweenAlt|cnn|simd",
        "dtype": 32,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2184,
        "total_correct": 585,
        "total_train": 101,
        "infer_ms": 523.234565,
        "train_ms": 1821.419048,
        "blocked_train": 1821419048,
        "duration": 2796338933,
        "avg_accuracy": 34.555051302288874,
        "soft_acc": 25.256973598263613,
        "adapt_pct": 25.099165767955803,
        "stability": 99.84219216969218,
        "consistency": 100,
        "throughput": 781.0212039128377,
        "availability": 22.31607100080416,
        "score": 44.02119922592669,
        "zero_downtime": 5.636364160842869,
        "weight_bytes": 115,
        "weight_mib": 0.00010967254638671875,
        "heap_bytes": 25106664,
        "heap_mib": 23.943580627441406,
        "mobile_score": 401387.59130022005,
        "mobile_throughput": 7121392.086209632,
        "mobile_availability": 203479.09970208022,
        "mobile_accuracy": 230294.40302411187,
        "soft_acc_blocks": [
          25.414781428571427,
          25.099165767955803
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.075388353,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.032157475691669,
        "mobile_acc_per_sec": 82355.68310635537
      },
      "started": "2026-08-18T07:53:57.439435943+10:00",
      "ended": "2026-08-18T07:54:00.23624649+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|TweenAlt|cnn|simd",
        "dtype": 33,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2024,
        "total_correct": 543,
        "total_train": 95,
        "infer_ms": 449.565637,
        "train_ms": 1627.391711,
        "blocked_train": 1627391711,
        "duration": 2925652587,
        "avg_accuracy": 28.439349112426036,
        "soft_acc": 24.845847238165682,
        "adapt_pct": 24.622718976331363,
        "stability": 99.77687173816568,
        "consistency": 100,
        "throughput": 691.8114642160689,
        "availability": 21.64539572432279,
        "score": 37.2054957134309,
        "zero_downtime": 5.377981955761686,
        "weight_bytes": 123,
        "weight_mib": 0.00011730194091796875,
        "heap_bytes": 24733096,
        "heap_mib": 23.587318420410156,
        "mobile_score": 317177.1534407034,
        "mobile_throughput": 5897698.356925436,
        "mobile_availability": 184527.1745286788,
        "mobile_accuracy": 211811.04970412047,
        "soft_acc_blocks": [
          25.0689755,
          24.622718976331363
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071374711,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.492412034349888,
        "mobile_acc_per_sec": 72397.88163683307
      },
      "started": "2026-08-18T07:54:02.746052828+10:00",
      "ended": "2026-08-18T07:54:05.671995987+10:00"
    },
    {
      "cell": {
        "id": "float64|none|TweenAlt|bicameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 552,
        "total_correct": 162,
        "total_train": 38,
        "infer_ms": 312.404337,
        "train_ms": 1951.223161,
        "blocked_train": 1951223161,
        "duration": 2712193189,
        "avg_accuracy": 17.057291666666668,
        "soft_acc": 25.150207656249997,
        "adapt_pct": 25.305006312499998,
        "stability": 99.84520134375,
        "consistency": 100,
        "throughput": 203.52532490634465,
        "availability": 13.801048859674173,
        "score": 7.064348655126773,
        "zero_downtime": 3.470992446948577,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 26334976,
        "heap_mib": 25.114990234375,
        "mobile_score": 58.38934966104026,
        "mobile_throughput": 1682.2090671033172,
        "mobile_availability": 114.07056855437087,
        "mobile_accuracy": 207.8753952528692,
        "soft_acc_blocks": [
          24.995409,
          25.305006312499998
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.381996461,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.273014827355649,
        "mobile_acc_per_sec": 76.64475970810692
      },
      "started": "2026-08-18T07:54:08.213719317+10:00",
      "ended": "2026-08-18T07:54:10.929016357+10:00"
    },
    {
      "cell": {
        "id": "float32|none|TweenAlt|bicameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1096,
        "total_correct": 467,
        "total_train": 62,
        "infer_ms": 245.753893,
        "train_ms": 1917.728669,
        "blocked_train": 1917728669,
        "duration": 2757320792,
        "avg_accuracy": 28.971354166666668,
        "soft_acc": 25.57165621875,
        "adapt_pct": 26.143973937499997,
        "stability": 99.42768228125,
        "consistency": 100,
        "throughput": 397.4873011438852,
        "availability": 11.359180670853958,
        "score": 11.54593538834618,
        "zero_downtime": 2.904730630417474,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 28152216,
        "heap_mib": 26.848045349121094,
        "mobile_score": 190.8625101805159,
        "mobile_throughput": 6570.747324445872,
        "mobile_availability": 187.77532209486316,
        "mobile_accuracy": 422.71763449413544,
        "soft_acc_blocks": [
          24.9993385,
          26.143973937499997
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.3933394159999999,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.274095452710023,
        "mobile_acc_per_sec": 153.30738292062154
      },
      "started": "2026-08-18T07:54:13.535427216+10:00",
      "ended": "2026-08-18T07:54:16.295257901+10:00"
    },
    {
      "cell": {
        "id": "float16|none|TweenAlt|bicameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 296,
        "total_correct": 70,
        "total_train": 23,
        "infer_ms": 306.032415,
        "train_ms": 1994.378784,
        "blocked_train": 1994378784,
        "duration": 2765142395,
        "avg_accuracy": 17.045454545454547,
        "soft_acc": 25.019548863636366,
        "adapt_pct": 25.039797727272727,
        "stability": 99.97975113636363,
        "consistency": 100,
        "throughput": 107.0469284096308,
        "availability": 13.303378766936701,
        "score": 3.562998512154643,
        "zero_downtime": 3.328445351108353,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 26212648,
        "heap_mib": 24.998329162597656,
        "mobile_score": 117.79779063819734,
        "mobile_throughput": 3539.123470931297,
        "mobile_availability": 439.828594208583,
        "mobile_accuracy": 827.1818157786722,
        "soft_acc_blocks": [
          24.9993,
          25.039797727272727
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.42440839,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.048195459618045,
        "mobile_acc_per_sec": 299.14619126827
      },
      "started": "2026-08-18T07:54:18.768640419+10:00",
      "ended": "2026-08-18T07:54:21.536576092+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|TweenAlt|bicameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 440,
        "total_correct": 108,
        "total_train": 26,
        "infer_ms": 318.615158,
        "train_ms": 1960.781427,
        "blocked_train": 1960781427,
        "duration": 2800428238,
        "avg_accuracy": 26.654411764705884,
        "soft_acc": 25.05062598529412,
        "adapt_pct": 25.100775970588234,
        "stability": 99.94985001470589,
        "consistency": 100,
        "throughput": 157.1188270527645,
        "availability": 13.978048405297582,
        "score": 5.50165497746979,
        "zero_downtime": 3.501588626054466,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 24780640,
        "heap_mib": 23.632659912109375,
        "mobile_score": 181.8925264741885,
        "mobile_throughput": 5194.571547347698,
        "mobile_availability": 462.134130553453,
        "mobile_accuracy": 828.2092695534042,
        "soft_acc_blocks": [
          25.000476,
          25.100775970588234
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.079217202,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.945284026697534,
        "mobile_acc_per_sec": 295.7437931510403
      },
      "started": "2026-08-18T07:54:23.952971641+10:00",
      "ended": "2026-08-18T07:54:26.756022012+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|TweenAlt|bicameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 360,
        "total_correct": 97,
        "total_train": 25,
        "infer_ms": 339.423938,
        "train_ms": 2033.896236,
        "blocked_train": 2033896236,
        "duration": 2762819529,
        "avg_accuracy": 35.78629032258065,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 130.30167052941806,
        "availability": 14.301649719175229,
        "score": 4.658822124337788,
        "zero_downtime": 3.5754124297938072,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 45740816,
        "heap_mib": 43.62184143066406,
        "mobile_score": 308.0545508796582,
        "mobile_throughput": 8615.916539100459,
        "mobile_availability": 945.6656990751599,
        "mobile_accuracy": 1653.0710051708916,
        "soft_acc_blocks": [
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.117158878,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.048727120098476,
        "mobile_acc_per_sec": 598.3275374375319
      },
      "started": "2026-08-18T07:54:29.212721888+10:00",
      "ended": "2026-08-18T07:54:31.980004536+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|TweenAlt|bicameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 360,
        "total_correct": 87,
        "total_train": 24,
        "infer_ms": 360.732975,
        "train_ms": 1982.854521,
        "blocked_train": 1982854521,
        "duration": 2706092611,
        "avg_accuracy": 30.833333333333336,
        "soft_acc": 25.05612166666667,
        "adapt_pct": 25.112363333333334,
        "stability": 99.94375833333334,
        "consistency": 100,
        "throughput": 133.03314104500174,
        "availability": 15.392340828567042,
        "score": 5.130720606839409,
        "zero_downtime": 3.856723645353766,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 26196496,
        "heap_mib": 24.982925415039062,
        "mobile_score": 339.2578188319612,
        "mobile_throughput": 8796.529127532081,
        "mobile_availability": 1017.785293016491,
        "mobile_accuracy": 1656.7819291680332,
        "soft_acc_blocks": [
          24.99988,
          25.112363333333334
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.07025716,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.259151577006643,
        "mobile_acc_per_sec": 612.2414001772806
      },
      "started": "2026-08-18T07:54:34.50435001+10:00",
      "ended": "2026-08-18T07:54:37.213474962+10:00"
    },
    {
      "cell": {
        "id": "int64|none|TweenAlt|bicameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 296,
        "total_correct": 76,
        "total_train": 22,
        "infer_ms": 339.721128,
        "train_ms": 2017.046986,
        "blocked_train": 2017046986,
        "duration": 2885623030,
        "avg_accuracy": 26.923076923076923,
        "soft_acc": 25.053716115384617,
        "adapt_pct": 25.10657673076923,
        "stability": 99.94713938461538,
        "consistency": 100,
        "throughput": 102.57750126148667,
        "availability": 14.414703168374588,
        "score": 3.704503176082763,
        "zero_downtime": 3.6114188106799214,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 26340016,
        "heap_mib": 25.119796752929688,
        "mobile_score": 30.619033944729466,
        "mobile_throughput": 847.8394655912209,
        "mobile_availability": 119.14263927892509,
        "mobile_accuracy": 207.07785841062508,
        "soft_acc_blocks": [
          25.0008555,
          25.10657673076923
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.073022834,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.682255393347278,
        "mobile_acc_per_sec": 71.7619232511549
      },
      "started": "2026-08-18T07:54:39.877551682+10:00",
      "ended": "2026-08-18T07:54:42.76688903+10:00"
    },
    {
      "cell": {
        "id": "int32|none|TweenAlt|bicameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 296,
        "total_correct": 72,
        "total_train": 21,
        "infer_ms": 345.700389,
        "train_ms": 1982.254051,
        "blocked_train": 1982254051,
        "duration": 2808320407,
        "avg_accuracy": 24.404761904761905,
        "soft_acc": 25.010547797619047,
        "adapt_pct": 25.020470095238096,
        "stability": 99.99007770238096,
        "consistency": 100,
        "throughput": 105.40107861702406,
        "availability": 14.849963687433677,
        "score": 3.9146564187912585,
        "zero_downtime": 3.7140572659746716,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 27941920,
        "heap_mib": 26.647491455078125,
        "mobile_score": 64.71205021109948,
        "mobile_throughput": 1742.3546697554013,
        "mobile_availability": 245.4804439953723,
        "mobile_accuracy": 413.4421138768475,
        "soft_acc_blocks": [
          25.0006255,
          25.020470095238096
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.073595854,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.905874036052984,
        "mobile_acc_per_sec": 147.2204214470345
      },
      "started": "2026-08-18T07:54:45.227855458+10:00",
      "ended": "2026-08-18T07:54:48.039619871+10:00"
    },
    {
      "cell": {
        "id": "int16|none|TweenAlt|bicameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 304,
        "total_correct": 71,
        "total_train": 21,
        "infer_ms": 356.136472,
        "train_ms": 2053.547252,
        "blocked_train": 2053547252,
        "duration": 2726398623,
        "avg_accuracy": 23.5,
        "soft_acc": 25.012700719999998,
        "adapt_pct": 25.02487344,
        "stability": 99.98782728,
        "consistency": 100,
        "throughput": 111.502403733425,
        "availability": 14.77938654160076,
        "score": 4.121935811535131,
        "zero_downtime": 3.696723723902556,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 32313216,
        "heap_mib": 30.8162841796875,
        "mobile_score": 136.27705150448548,
        "mobile_throughput": 3686.427812371669,
        "mobile_availability": 488.6275073226623,
        "mobile_accuracy": 826.9554064249817,
        "soft_acc_blocks": [
          25.000528,
          25.02487344
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.068184194,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.17426399389727,
        "mobile_acc_per_sec": 303.31419604189756
      },
      "started": "2026-08-18T07:54:50.579260894+10:00",
      "ended": "2026-08-18T07:54:53.308969774+10:00"
    },
    {
      "cell": {
        "id": "int8|none|TweenAlt|bicameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 856,
        "total_correct": 205,
        "total_train": 49,
        "infer_ms": 200.383575,
        "train_ms": 1919.886777,
        "blocked_train": 1919886777,
        "duration": 2881876413,
        "avg_accuracy": 30.28846153846154,
        "soft_acc": 24.99204176923077,
        "adapt_pct": 24.98240253846154,
        "stability": 99.99036076923076,
        "consistency": 100,
        "throughput": 297.02869843364095,
        "availability": 9.450850209313309,
        "score": 7.01570032826844,
        "zero_downtime": 2.361960431859016,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 26008424,
        "heap_mib": 24.803565979003906,
        "mobile_score": 463.89803174513855,
        "mobile_throughput": 19640.38116337202,
        "mobile_availability": 624.9170582091633,
        "mobile_accuracy": 1652.5447843494087,
        "soft_acc_blocks": [
          25.001681,
          24.98240253846154
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.083586676,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.672142100366596,
        "mobile_acc_per_sec": 573.4266663535127
      },
      "started": "2026-08-18T07:54:56.084091881+10:00",
      "ended": "2026-08-18T07:54:58.969499696+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|TweenAlt|bicameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 280,
        "total_correct": 80,
        "total_train": 19,
        "infer_ms": 325.610202,
        "train_ms": 1924.678437,
        "blocked_train": 1924678437,
        "duration": 2780535119,
        "avg_accuracy": 18.642241379310345,
        "soft_acc": 25.00143697413793,
        "adapt_pct": 25.004040448275862,
        "stability": 99.99739652586207,
        "consistency": 100,
        "throughput": 100.70004082548687,
        "availability": 14.469708301273615,
        "score": 3.6429599232106207,
        "zero_downtime": 3.6176350012845275,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 29084248,
        "heap_mib": 27.736900329589844,
        "mobile_score": 30.105610986731975,
        "mobile_throughput": 832.1903944439466,
        "mobile_availability": 119.57842479521675,
        "mobile_accuracy": 206.61318035838764,
        "soft_acc_blocks": [
          24.9988335,
          25.004040448275862
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.467904477,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.99159187139831,
        "mobile_acc_per_sec": 74.30698463276184
      },
      "started": "2026-08-18T07:55:01.751660126+10:00",
      "ended": "2026-08-18T07:55:04.535399721+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|TweenAlt|bicameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 256,
        "total_correct": 60,
        "total_train": 19,
        "infer_ms": 288.334982,
        "train_ms": 2059.21547,
        "blocked_train": 2059215470,
        "duration": 2723303098,
        "avg_accuracy": 33.072916666666664,
        "soft_acc": 24.998703229166665,
        "adapt_pct": 24.995686458333335,
        "stability": 99.99698322916667,
        "consistency": 100,
        "throughput": 94.0034916377861,
        "availability": 12.282376370414212,
        "score": 2.886315937691707,
        "zero_downtime": 3.070434818329141,
        "weight_bytes": 63452,
        "weight_mib": 0.060512542724609375,
        "heap_bytes": 26246216,
        "heap_mib": 25.03034210205078,
        "mobile_score": 47.69781284563165,
        "mobile_throughput": 1553.454662541499,
        "mobile_availability": 202.97240567647125,
        "mobile_accuracy": 413.11605997016113,
        "soft_acc_blocks": [
          25.00172,
          24.995686458333335
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.068468047,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.179552304525254,
        "mobile_acc_per_sec": 151.69668784703197
      },
      "started": "2026-08-18T07:55:07.003324048+10:00",
      "ended": "2026-08-18T07:55:09.730196517+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|TweenAlt|bicameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 352,
        "total_correct": 74,
        "total_train": 22,
        "infer_ms": 411.214427,
        "train_ms": 2002.08767,
        "blocked_train": 2002087670,
        "duration": 2735170531,
        "avg_accuracy": 13.310185185185185,
        "soft_acc": 25.002864361111108,
        "adapt_pct": 25.00556422222222,
        "stability": 99.99730013888889,
        "consistency": 100,
        "throughput": 128.69398672239495,
        "availability": 17.039492383120407,
        "score": 5.482828636352603,
        "zero_downtime": 4.2603611683734535,
        "weight_bytes": 31736,
        "weight_mib": 0.03026580810546875,
        "heap_bytes": 27263152,
        "heap_mib": 26.000167846679688,
        "mobile_score": 181.15586463927613,
        "mobile_throughput": 4252.124584743572,
        "mobile_availability": 562.9947934561023,
        "mobile_accuracy": 826.1092607863764,
        "soft_acc_blocks": [
          25.0001645,
          25.00556422222222
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.14124515372351,
        "mobile_acc_per_sec": 302.03208590593596
      },
      "started": "2026-08-18T07:55:12.500189353+10:00",
      "ended": "2026-08-18T07:55:15.238784203+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|TweenAlt|bicameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 616,
        "total_correct": 161,
        "total_train": 35,
        "infer_ms": 475.379049,
        "train_ms": 1981.930815,
        "blocked_train": 1981930815,
        "duration": 3014035002,
        "avg_accuracy": 22.784090909090907,
        "soft_acc": 25.024180209090908,
        "adapt_pct": 25.05104641818182,
        "stability": 99.97313379090909,
        "consistency": 100,
        "throughput": 204.37718858316032,
        "availability": 19.345506888015326,
        "score": 9.894011097180131,
        "zero_downtime": 4.8410545060190495,
        "weight_bytes": 15878,
        "weight_mib": 0.015142440795898438,
        "heap_bytes": 24727400,
        "heap_mib": 23.581886291503906,
        "mobile_score": 653.3960561932707,
        "mobile_throughput": 13496.977887377247,
        "mobile_availability": 1277.56859998788,
        "mobile_accuracy": 1652.5856396855843,
        "soft_acc_blocks": [
          24.997314,
          25.05104641818182
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.605441347,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.302551295020066,
        "mobile_acc_per_sec": 548.2967644997457
      },
      "started": "2026-08-18T07:55:17.785897915+10:00",
      "ended": "2026-08-18T07:55:20.803396507+10:00"
    },
    {
      "cell": {
        "id": "int4|none|TweenAlt|bicameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 584,
        "total_correct": 159,
        "total_train": 37,
        "infer_ms": 145.446922,
        "train_ms": 1962.495575,
        "blocked_train": 1962495575,
        "duration": 2887583686,
        "avg_accuracy": 25.78125,
        "soft_acc": 24.993977166666667,
        "adapt_pct": 24.98718583333333,
        "stability": 99.99320866666666,
        "consistency": 100,
        "throughput": 202.24522074682477,
        "availability": 6.899947328117271,
        "score": 3.487862951119914,
        "zero_downtime": 1.7245712597016576,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 26199216,
        "heap_mib": 24.985519409179688,
        "mobile_score": 461.2548091604887,
        "mobile_throughput": 26746.056828077,
        "mobile_availability": 912.488229225362,
        "mobile_accuracy": 3305.3455166495987,
        "soft_acc_blocks": [
          25.0007685,
          24.98718583333333
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071413044,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.65567196817397,
        "mobile_acc_per_sec": 1144.6752288687082
      },
      "started": "2026-08-18T07:55:23.46485493+10:00",
      "ended": "2026-08-18T07:55:26.355576737+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|TweenAlt|bicameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 280,
        "total_correct": 73,
        "total_train": 19,
        "infer_ms": 406.789536,
        "train_ms": 1996.947303,
        "blocked_train": 1996947303,
        "duration": 2754301699,
        "avg_accuracy": 31.75,
        "soft_acc": 25.00209928,
        "adapt_pct": 25.00286156,
        "stability": 99.99923772,
        "consistency": 100,
        "throughput": 101.65916105038862,
        "availability": 16.92321428036324,
        "score": 4.301360575126289,
        "zero_downtime": 4.231158835743554,
        "weight_bytes": 7949,
        "weight_mib": 0.007580757141113281,
        "heap_bytes": 28128088,
        "heap_mib": 26.825035095214844,
        "mobile_score": 567.4051410773209,
        "mobile_throughput": 13410.159322879896,
        "mobile_availability": 2232.3910350039205,
        "mobile_accuracy": 3298.1005478205157,
        "soft_acc_blocks": [
          25.001337,
          25.00286156
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.085099642,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.077472990369019,
        "mobile_acc_per_sec": 1197.4361955402169
      },
      "started": "2026-08-18T07:55:29.147394541+10:00",
      "ended": "2026-08-18T07:55:31.905160611+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|TweenAlt|bicameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 344,
        "total_correct": 80,
        "total_train": 21,
        "infer_ms": 245.729721,
        "train_ms": 1959.777293,
        "blocked_train": 1959777293,
        "duration": 2901210019,
        "avg_accuracy": 24.791666666666664,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 118.57121606059088,
        "availability": 11.141643143284966,
        "score": 3.3026954410311067,
        "zero_downtime": 2.7854107858212416,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 28319760,
        "heap_mib": 27.007827758789062,
        "mobile_score": 436.767205798289,
        "mobile_throughput": 15680.531145409275,
        "mobile_availability": 1473.434178410036,
        "mobile_accuracy": 3306.142010341783,
        "soft_acc_blocks": [
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.072082626,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.617094190449919,
        "mobile_acc_per_sec": 1139.5734844047438
      },
      "started": "2026-08-18T07:55:34.675744375+10:00",
      "ended": "2026-08-18T07:55:37.586296675+10:00"
    },
    {
      "cell": {
        "id": "int2|none|TweenAlt|bicameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 768,
        "total_correct": 270,
        "total_train": 37,
        "infer_ms": 234.947589,
        "train_ms": 1956.521098,
        "blocked_train": 1956521098,
        "duration": 2747258057,
        "avg_accuracy": 50.96590909090909,
        "soft_acc": 25.007081652272728,
        "adapt_pct": 25.006557054545457,
        "stability": 99.99947540227274,
        "consistency": 100,
        "throughput": 279.55145969747537,
        "availability": 10.721010543921132,
        "score": 7.494807791157395,
        "zero_downtime": 2.6810118606671263,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 25159368,
        "heap_mib": 23.99384307861328,
        "mobile_score": 1982.0619355411493,
        "mobile_throughput": 73929.6220438184,
        "mobile_availability": 2835.2570875416504,
        "mobile_accuracy": 6613.322988805429,
        "soft_acc_blocks": [
          25.00760625,
          25.006557054545457
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.072702677,
        "time_to_acc50_sec": 0.072702677,
        "acc_per_sec": 9.10256012847239,
        "mobile_acc_per_sec": 2407.244915327381
      },
      "started": "2026-08-18T07:55:40.211560758+10:00",
      "ended": "2026-08-18T07:55:42.962280895+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|TweenAlt|bicameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 320,
        "total_correct": 68,
        "total_train": 19,
        "infer_ms": 429.010184,
        "train_ms": 2014.456914,
        "blocked_train": 2014456914,
        "duration": 2883535764,
        "avg_accuracy": 19,
        "soft_acc": 25.00051095,
        "adapt_pct": 25.0010014,
        "stability": 99.99950955,
        "consistency": 100,
        "throughput": 110.97486772839625,
        "availability": 17.55743649469022,
        "score": 4.871185036864983,
        "zero_downtime": 4.389448833394324,
        "weight_bytes": 3985,
        "weight_mib": 0.0038003921508789062,
        "heap_bytes": 28306368,
        "heap_mib": 26.99505615234375,
        "mobile_score": 1281.7585247718284,
        "mobile_throughput": 29200.899097407986,
        "mobile_availability": 4619.9012621973125,
        "mobile_accuracy": 6578.402953552622,
        "soft_acc_blocks": [
          25.0000205,
          25.0010014
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.394162259,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.670088736933037,
        "mobile_acc_per_sec": 2281.3668676081043
      },
      "started": "2026-08-18T07:55:45.549941425+10:00",
      "ended": "2026-08-18T07:55:48.436556092+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|TweenAlt|bicameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 632,
        "total_correct": 169,
        "total_train": 37,
        "infer_ms": 161.589705,
        "train_ms": 1958.378127,
        "blocked_train": 1958378127,
        "duration": 2767966050,
        "avg_accuracy": 25.833333333333332,
        "soft_acc": 25.001186663888888,
        "adapt_pct": 25.003617577777778,
        "stability": 99.99756908611111,
        "consistency": 100,
        "throughput": 228.3264998860806,
        "availability": 7.622271553411006,
        "score": 4.351122985446915,
        "zero_downtime": 1.905658339096789,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 26216688,
        "heap_mib": 25.002182006835938,
        "mobile_score": 1150.6893154068057,
        "mobile_throughput": 60382.77123443804,
        "mobile_availability": 2015.7707481436316,
        "mobile_accuracy": 6611.764011922814,
        "soft_acc_blocks": [
          24.99875575,
          25.003617577777778
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.430512686,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.0323313986777,
        "mobile_acc_per_sec": 2388.672365371972
      },
      "started": "2026-08-18T07:55:51.208985107+10:00",
      "ended": "2026-08-18T07:55:53.98029381+10:00"
    },
    {
      "cell": {
        "id": "binary|none|TweenAlt|bicameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 792,
        "total_correct": 217,
        "total_train": 37,
        "infer_ms": 232.053842,
        "train_ms": 1936.805589,
        "blocked_train": 1936805589,
        "duration": 3012812747,
        "avg_accuracy": 26.18371212121212,
        "soft_acc": 25.003373765151515,
        "adapt_pct": 25.010883530303033,
        "stability": 99.99249023484849,
        "consistency": 100,
        "throughput": 262.87727333490335,
        "availability": 10.6993490994945,
        "score": 7.032488204822728,
        "zero_downtime": 2.675198245784983,
        "weight_bytes": 1983,
        "weight_mib": 0.0018911361694335938,
        "heap_bytes": 31264568,
        "heap_mib": 29.81621551513672,
        "mobile_score": 3718.6577669491667,
        "mobile_throughput": 139004.94188826001,
        "mobile_availability": 5657.630197353275,
        "mobile_accuracy": 13221.35030215205,
        "soft_acc_blocks": [
          24.995864,
          25.010883530303033
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.638735675,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.299013534793543,
        "mobile_acc_per_sec": 4388.374390448651
      },
      "started": "2026-08-18T07:55:56.572123602+10:00",
      "ended": "2026-08-18T07:55:59.587659367+10:00"
    },
    {
      "cell": {
        "id": "int|none|TweenAlt|bicameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 232,
        "total_correct": 51,
        "total_train": 17,
        "infer_ms": 336.185453,
        "train_ms": 1989.845482,
        "blocked_train": 1989845482,
        "duration": 2747133258,
        "avg_accuracy": 17.708333333333336,
        "soft_acc": 25.069568,
        "adapt_pct": 25.142416,
        "stability": 99.927152,
        "consistency": 100,
        "throughput": 84.45167314850367,
        "availability": 14.453180649551422,
        "score": 3.059979657731243,
        "zero_downtime": 3.6233499511021354,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 25513432,
        "heap_mib": 24.331504821777344,
        "mobile_score": 25.291818243041334,
        "mobile_throughput": 698.0230610998028,
        "mobile_availability": 119.46066932135226,
        "mobile_accuracy": 207.2088798648001,
        "soft_acc_blocks": [
          24.99672,
          25.142416
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.125719666854254,
        "mobile_acc_per_sec": 75.42731291297268
      },
      "started": "2026-08-18T07:56:02.236339873+10:00",
      "ended": "2026-08-18T07:56:04.987249741+10:00"
    },
    {
      "cell": {
        "id": "uint|none|TweenAlt|bicameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 248,
        "total_correct": 75,
        "total_train": 18,
        "infer_ms": 353.535586,
        "train_ms": 2011.224515,
        "blocked_train": 2011224515,
        "duration": 2865264787,
        "avg_accuracy": 21.5625,
        "soft_acc": 24.999210400000003,
        "adapt_pct": 25.0015648,
        "stability": 99.9976456,
        "consistency": 100,
        "throughput": 86.55395519646261,
        "availability": 14.95016707405112,
        "score": 3.2348880538362743,
        "zero_downtime": 3.7374237219935633,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 25973216,
        "heap_mib": 24.769989013671875,
        "mobile_score": 26.733283754763605,
        "mobile_throughput": 715.2864043069732,
        "mobile_availability": 123.54896117587897,
        "mobile_accuracy": 206.59477983347313,
        "soft_acc_blocks": [
          24.996856,
          25.0015648
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.53281069,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.72492151979251,
        "mobile_acc_per_sec": 72.10320692552213
      },
      "started": "2026-08-18T07:56:07.708974485+10:00",
      "ended": "2026-08-18T07:56:10.577932913+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|TweenAlt|bicameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 256,
        "total_correct": 62,
        "total_train": 18,
        "infer_ms": 372.915351,
        "train_ms": 2058.323834,
        "blocked_train": 2058323834,
        "duration": 2835580235,
        "avg_accuracy": 26.25,
        "soft_acc": 24.996003375,
        "adapt_pct": 24.99228025,
        "stability": 99.996276875,
        "consistency": 100,
        "throughput": 90.28134589180475,
        "availability": 15.338488837329265,
        "score": 3.461395096047855,
        "zero_downtime": 3.8340091874528217,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 22807696,
        "heap_mib": 21.751113891601562,
        "mobile_score": 28.60514977643734,
        "mobile_throughput": 746.0897556023223,
        "mobile_availability": 126.75807250001081,
        "mobile_accuracy": 206.56827681144983,
        "soft_acc_blocks": [
          24.9997265,
          24.99228025
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.097986085,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.815128228949586,
        "mobile_acc_per_sec": 72.84867987925224
      },
      "started": "2026-08-18T07:56:13.059026108+10:00",
      "ended": "2026-08-18T07:56:15.900527794+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|TweenAlt|bicameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 264,
        "total_correct": 58,
        "total_train": 18,
        "infer_ms": 361.060001,
        "train_ms": 2046.219215,
        "blocked_train": 2046219215,
        "duration": 3059687319,
        "avg_accuracy": 12.5,
        "soft_acc": 25.057902354166668,
        "adapt_pct": 25.116579208333334,
        "stability": 99.94132314583334,
        "consistency": 100,
        "throughput": 86.28332652183666,
        "availability": 14.998675625171018,
        "score": 3.2428324158420887,
        "zero_downtime": 3.7583534925735504,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 29316312,
        "heap_mib": 27.958213806152344,
        "mobile_score": 26.803161206284162,
        "mobile_throughput": 713.1623265147039,
        "mobile_availability": 123.96937895966803,
        "mobile_accuracy": 207.11245916038172,
        "soft_acc_blocks": [
          24.9992255,
          25.116579208333334
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.417687226,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.189693828700236,
        "mobile_acc_per_sec": 67.69072704725673
      },
      "started": "2026-08-18T07:56:18.534341541+10:00",
      "ended": "2026-08-18T07:56:21.597259534+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|TweenAlt|bicameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 216,
        "total_correct": 59,
        "total_train": 18,
        "infer_ms": 297.782994,
        "train_ms": 2071.365433,
        "blocked_train": 2071365433,
        "duration": 2998366294,
        "avg_accuracy": 26.136363636363637,
        "soft_acc": 25.026053954545453,
        "adapt_pct": 25.049483409090907,
        "stability": 99.97657054545455,
        "consistency": 100,
        "throughput": 72.0392303075963,
        "availability": 12.56919957425698,
        "score": 2.2660477789353735,
        "zero_downtime": 3.145574667108049,
        "weight_bytes": 253728,
        "weight_mib": 0.241973876953125,
        "heap_bytes": 23397472,
        "heap_mib": 22.313568115234375,
        "mobile_score": 9.36484469922491,
        "mobile_throughput": 297.71490714078897,
        "mobile_availability": 51.94444843602633,
        "mobile_accuracy": 103.42461041525355,
        "soft_acc_blocks": [
          25.0026245,
          25.049483409090907
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.069761483,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.346563261675144,
        "mobile_acc_per_sec": 34.493654301749416
      },
      "started": "2026-08-18T07:56:24.449811517+10:00",
      "ended": "2026-08-18T07:56:27.451675723+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|TweenAlt|bicameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 184,
        "total_correct": 44,
        "total_train": 15,
        "infer_ms": 290.06248,
        "train_ms": 2021.492362,
        "blocked_train": 2021492362,
        "duration": 2920622891,
        "avg_accuracy": 14.663461538461538,
        "soft_acc": 24.995645634615382,
        "adapt_pct": 24.995182769230766,
        "stability": 99.99953713461538,
        "consistency": 100,
        "throughput": 63.00025948813945,
        "availability": 12.548371110634458,
        "score": 1.9760323556761359,
        "zero_downtime": 3.1365463757306395,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 24815096,
        "heap_mib": 23.66551971435547,
        "mobile_score": 261.32174339582036,
        "mobile_throughput": 8331.512182246855,
        "mobile_availability": 1659.4678756091105,
        "mobile_accuracy": 3305.566164328725,
        "soft_acc_blocks": [
          24.9961085,
          24.995182769230766
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.558326962251897,
        "mobile_acc_per_sec": 1131.801772325671
      },
      "started": "2026-08-18T07:56:29.998587847+10:00",
      "ended": "2026-08-18T07:56:32.92866453+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|TweenAlt|bicameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 128,
        "total_correct": 28,
        "total_train": 9,
        "infer_ms": 422.895244,
        "train_ms": 2168.102349,
        "blocked_train": 2168102349,
        "duration": 2787224970,
        "avg_accuracy": 18.75,
        "soft_acc": 24.999823954545455,
        "adapt_pct": 24.99833090909091,
        "stability": 99.99850695454546,
        "consistency": 100,
        "throughput": 45.92381360590351,
        "availability": 16.321715046842193,
        "score": 1.873875303267527,
        "zero_downtime": 4.080400028073105,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 26274072,
        "heap_mib": 25.056907653808594,
        "mobile_score": 165.20099798209606,
        "mobile_throughput": 4048.647114143592,
        "mobile_availability": 1438.9237159036152,
        "mobile_accuracy": 2203.986497642631,
        "soft_acc_blocks": [
          25.001317,
          24.99833090909091
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.418385139,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.969431683351148,
        "mobile_acc_per_sec": 790.7458211536584
      },
      "started": "2026-08-18T07:56:35.679608396+10:00",
      "ended": "2026-08-18T07:56:38.471600913+10:00"
    },
    {
      "cell": {
        "id": "int6|none|TweenAlt|bicameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 152,
        "total_correct": 36,
        "total_train": 9,
        "infer_ms": 506.57442,
        "train_ms": 2196.42419,
        "blocked_train": 2196424190,
        "duration": 2963286745,
        "avg_accuracy": 31.25,
        "soft_acc": 25.000331409090908,
        "adapt_pct": 25.000718818181817,
        "stability": 99.9996125909091,
        "consistency": 100,
        "throughput": 51.29439473128005,
        "availability": 18.741201646418897,
        "score": 2.40332834644698,
        "zero_downtime": 4.685362521650726,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 31091632,
        "heap_mib": 29.651290893554688,
        "mobile_score": 211.87762100252132,
        "mobile_throughput": 4522.117979632311,
        "mobile_availability": 1652.2258498062336,
        "mobile_accuracy": 2204.0312348763164,
        "soft_acc_blocks": [
          24.999944,
          25.000718818181817
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.076017361,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.436689919149524,
        "mobile_acc_per_sec": 743.7792642224762
      },
      "started": "2026-08-18T07:56:41.024168391+10:00",
      "ended": "2026-08-18T07:56:43.992302734+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|TweenAlt|bicameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 136,
        "total_correct": 47,
        "total_train": 9,
        "infer_ms": 497.705209,
        "train_ms": 2155.160903,
        "blocked_train": 2155160903,
        "duration": 2952743473,
        "avg_accuracy": 42.5,
        "soft_acc": 25.0036732,
        "adapt_pct": 25.0042824,
        "stability": 99.9993908,
        "consistency": 100,
        "throughput": 46.058860596455204,
        "availability": 18.761037609424594,
        "score": 2.160597445369031,
        "zero_downtime": 4.690948532789618,
        "weight_bytes": 11914,
        "weight_mib": 0.011362075805664062,
        "heap_bytes": 25389672,
        "heap_mib": 24.213478088378906,
        "mobile_score": 190.15868951446006,
        "mobile_throughput": 4053.736428469751,
        "mobile_availability": 1651.1980671764313,
        "mobile_accuracy": 2200.625451516132,
        "soft_acc_blocks": [
          25.003064,
          25.0042824
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.070867626,
        "time_to_acc50_sec": 0.070867626,
        "acc_per_sec": 8.46794631116267,
        "mobile_acc_per_sec": 745.2816242381826
      },
      "started": "2026-08-18T07:56:46.61966252+10:00",
      "ended": "2026-08-18T07:56:49.577786248+10:00"
    },
    {
      "cell": {
        "id": "int5|none|TweenAlt|bicameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 152,
        "total_correct": 48,
        "total_train": 9,
        "infer_ms": 457.605097,
        "train_ms": 2026.502664,
        "blocked_train": 2026502664,
        "duration": 2836054126,
        "avg_accuracy": 36.64772727272727,
        "soft_acc": 25.002084136363635,
        "adapt_pct": 25.003265272727273,
        "stability": 99.99881886363636,
        "consistency": 100,
        "throughput": 53.595592060995806,
        "availability": 18.421306200331138,
        "score": 2.468457797811586,
        "zero_downtime": 4.605710475223962,
        "weight_bytes": 9912,
        "weight_mib": 0.00945281982421875,
        "heap_bytes": 27262480,
        "heap_mib": 25.999526977539062,
        "mobile_score": 261.1345443702665,
        "mobile_throughput": 5669.799388715773,
        "mobile_availability": 1948.7630720660234,
        "mobile_accuracy": 2644.9339563530707,
        "soft_acc_blocks": [
          25.000903,
          25.003265272727273
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.068938567,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.815799355573947,
        "mobile_acc_per_sec": 932.6105352169399
      },
      "started": "2026-08-18T07:56:52.283487244+10:00",
      "ended": "2026-08-18T07:56:55.124560896+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|TweenAlt|bicameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 136,
        "total_correct": 40,
        "total_train": 9,
        "infer_ms": 407.39906,
        "train_ms": 2089.493631,
        "blocked_train": 2089493631,
        "duration": 2876078141,
        "avg_accuracy": 24.375,
        "soft_acc": 25.0000793,
        "adapt_pct": 25.0037546,
        "stability": 99.9963247,
        "consistency": 100,
        "throughput": 47.286615082270814,
        "availability": 16.31624224254658,
        "score": 1.9288557845921095,
        "zero_downtime": 4.079073499416743,
        "weight_bytes": 9932,
        "weight_mib": 0.009471893310546875,
        "heap_bytes": 25406744,
        "heap_mib": 24.229759216308594,
        "mobile_score": 203.63993990983244,
        "mobile_throughput": 4992.308668597181,
        "mobile_availability": 1722.5956530125375,
        "mobile_accuracy": 2639.3962094318163,
        "soft_acc_blocks": [
          24.996404,
          25.0037546
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.4115340490000001,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.692420050627547,
        "mobile_acc_per_sec": 917.7067103309334
      },
      "started": "2026-08-18T07:56:57.855972016+10:00",
      "ended": "2026-08-18T07:57:00.736656246+10:00"
    },
    {
      "cell": {
        "id": "int3|none|TweenAlt|bicameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 168,
        "total_correct": 43,
        "total_train": 12,
        "infer_ms": 383.852161,
        "train_ms": 2025.145109,
        "blocked_train": 2025145109,
        "duration": 2865453828,
        "avg_accuracy": 11.607142857142858,
        "soft_acc": 24.999700500000003,
        "adapt_pct": 25.000858,
        "stability": 99.9988425,
        "consistency": 100,
        "throughput": 58.629456304050414,
        "availability": 15.934105271941636,
        "score": 2.3354918424361366,
        "zero_downtime": 3.98347859534012,
        "weight_bytes": 5947,
        "weight_mib": 0.005671501159667969,
        "heap_bytes": 40950984,
        "heap_mib": 39.05390167236328,
        "mobile_score": 411.79429866728003,
        "mobile_throughput": 10337.555199844623,
        "mobile_availability": 2809.5040137264964,
        "mobile_accuracy": 4407.95122775988,
        "soft_acc_blocks": [
          24.998543,
          25.000858
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.72451695285177,
        "mobile_acc_per_sec": 1538.3082374900787
      },
      "started": "2026-08-18T07:57:03.61662787+10:00",
      "ended": "2026-08-18T07:57:06.501678863+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|TweenAlt|bicameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 152,
        "total_correct": 64,
        "total_train": 10,
        "infer_ms": 351.401836,
        "train_ms": 1965.536895,
        "blocked_train": 1965536895,
        "duration": 2910787211,
        "avg_accuracy": 43.22916666666667,
        "soft_acc": 25.001419333333335,
        "adapt_pct": 25.001793666666668,
        "stability": 99.99962566666667,
        "consistency": 100,
        "throughput": 52.21955058260011,
        "availability": 15.166643437668013,
        "score": 1.980100670937416,
        "zero_downtime": 3.791876124642862,
        "weight_bytes": 5967,
        "weight_mib": 0.005690574645996094,
        "heap_bytes": 24998000,
        "heap_mib": 23.839950561523438,
        "mobile_score": 347.961461560059,
        "mobile_throughput": 9176.498654550107,
        "mobile_availability": 2665.2217712914653,
        "mobile_accuracy": 4393.478846802302,
        "soft_acc_blocks": [
          25.001045,
          25.001793666666668
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.070847054,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.589229483643397,
        "mobile_acc_per_sec": 1509.378229435371
      },
      "started": "2026-08-18T07:57:09.105593096+10:00",
      "ended": "2026-08-18T07:57:12.020344782+10:00"
    },
    {
      "cell": {
        "id": "float64|none|TweenAlt|tricameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 464,
        "total_correct": 130,
        "total_train": 32,
        "infer_ms": 323.397284,
        "train_ms": 1947.453429,
        "blocked_train": 1947453429,
        "duration": 2885275624,
        "avg_accuracy": 20.065789473684212,
        "soft_acc": 25.068780500000003,
        "adapt_pct": 25.140273,
        "stability": 99.9285075,
        "consistency": 100,
        "throughput": 160.8165251667478,
        "availability": 14.241239291893514,
        "score": 5.741318835659169,
        "zero_downtime": 3.5701050185645395,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 24985080,
        "heap_mib": 23.82762908935547,
        "mobile_score": 35.763052106620975,
        "mobile_throughput": 1001.7366973983446,
        "mobile_availability": 88.70961488770396,
        "mobile_accuracy": 156.15508020606407,
        "soft_acc_blocks": [
          24.997288,
          25.140273
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.5151598640000001,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.688521918486911,
        "mobile_acc_per_sec": 54.12137367645264
      },
      "started": "2026-08-18T07:57:14.564095854+10:00",
      "ended": "2026-08-18T07:57:17.452984442+10:00"
    },
    {
      "cell": {
        "id": "float32|none|TweenAlt|tricameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 904,
        "total_correct": 270,
        "total_train": 46,
        "infer_ms": 253.135748,
        "train_ms": 1914.431325,
        "blocked_train": 1914431325,
        "duration": 2988875867,
        "avg_accuracy": 23.283179012345677,
        "soft_acc": 25.0748993595679,
        "adapt_pct": 25.150210469135803,
        "stability": 99.9246888904321,
        "consistency": 100,
        "throughput": 302.45484932345636,
        "availability": 11.678335178327375,
        "score": 8.856878487172374,
        "zero_downtime": 2.928330792838604,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 27380280,
        "heap_mib": 26.11186981201172,
        "mobile_score": 110.3401556002906,
        "mobile_throughput": 3768.022242232114,
        "mobile_availability": 145.49023367490977,
        "mobile_accuracy": 312.386389968376,
        "soft_acc_blocks": [
          24.99958825,
          25.150210469135803
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.389408083627147,
        "mobile_acc_per_sec": 104.51634790772526
      },
      "started": "2026-08-18T07:57:20.11229142+10:00",
      "ended": "2026-08-18T07:57:23.104412544+10:00"
    },
    {
      "cell": {
        "id": "float16|none|TweenAlt|tricameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 240,
        "total_correct": 56,
        "total_train": 18,
        "infer_ms": 330.11337,
        "train_ms": 1986.618537,
        "blocked_train": 1986618537,
        "duration": 2869025431,
        "avg_accuracy": 21.875,
        "soft_acc": 25.104259666666668,
        "adapt_pct": 25.209666333333335,
        "stability": 99.89459333333333,
        "consistency": 100,
        "throughput": 83.65209921347679,
        "availability": 14.249096712596018,
        "score": 2.9923445364269985,
        "zero_downtime": 3.577130238884568,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 25889328,
        "heap_mib": 24.689987182617188,
        "mobile_score": 74.55804259643752,
        "mobile_throughput": 2084.2976804693144,
        "mobile_availability": 355.03423710928337,
        "mobile_accuracy": 625.5043290617496,
        "soft_acc_blocks": [
          24.998853,
          25.209666333333335
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.5102212210000001,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.750100084653683,
        "mobile_acc_per_sec": 218.01979247138627
      },
      "started": "2026-08-18T07:57:25.604915329+10:00",
      "ended": "2026-08-18T07:57:28.477635443+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|TweenAlt|tricameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 288,
        "total_correct": 56,
        "total_train": 22,
        "infer_ms": 260.726056,
        "train_ms": 1984.897805,
        "blocked_train": 1984897805,
        "duration": 3038246848,
        "avg_accuracy": 25,
        "soft_acc": 24.9590410625,
        "adapt_pct": 24.915349125000002,
        "stability": 99.9563080625,
        "consistency": 100,
        "throughput": 94.79150786894851,
        "availability": 11.610406378737709,
        "score": 2.746912009733358,
        "zero_downtime": 2.897846095592264,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 26301640,
        "heap_mib": 25.08319854736328,
        "mobile_score": 68.44278128310441,
        "mobile_throughput": 2361.8501129928372,
        "mobile_availability": 289.28793553348714,
        "mobile_accuracy": 621.8860241695656,
        "soft_acc_blocks": [
          25.002733,
          24.915349125000002
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.076527256,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.214948393324228,
        "mobile_acc_per_sec": 204.68581233909194
      },
      "started": "2026-08-18T07:57:31.128020032+10:00",
      "ended": "2026-08-18T07:57:34.170203386+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|TweenAlt|tricameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 272,
        "total_correct": 68,
        "total_train": 19,
        "infer_ms": 335.109714,
        "train_ms": 1934.096926,
        "blocked_train": 1934096926,
        "duration": 3064108639,
        "avg_accuracy": 27.581521739130437,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 88.76969848196038,
        "availability": 14.767703746891911,
        "score": 3.2773115222062783,
        "zero_downtime": 3.6919259367229778,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 22719944,
        "heap_mib": 21.66742706298828,
        "mobile_score": 163.31670975710344,
        "mobile_throughput": 4423.618256602038,
        "mobile_availability": 735.911972440877,
        "mobile_accuracy": 1245.813135633495,
        "soft_acc_blocks": [
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.083433758,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.158979639886065,
        "mobile_acc_per_sec": 406.582560349452
      },
      "started": "2026-08-18T07:57:36.684626776+10:00",
      "ended": "2026-08-18T07:57:39.754490356+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|TweenAlt|tricameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 288,
        "total_correct": 78,
        "total_train": 18,
        "infer_ms": 365.599575,
        "train_ms": 2036.313628,
        "blocked_train": 2036313628,
        "duration": 2903487729,
        "avg_accuracy": 28.90625,
        "soft_acc": 24.885063145833335,
        "adapt_pct": 24.767208291666666,
        "stability": 99.88214514583333,
        "consistency": 100,
        "throughput": 99.19105120488697,
        "availability": 15.221181787225474,
        "score": 3.7571593311749276,
        "zero_downtime": 3.787800699293142,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 28171960,
        "heap_mib": 26.86687469482422,
        "mobile_score": 187.22873789782724,
        "mobile_throughput": 4942.940581133712,
        "mobile_availability": 758.5099284156324,
        "mobile_accuracy": 1240.085541925926,
        "soft_acc_blocks": [
          25.002918,
          24.767208291666666
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.068535754,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.570748516441666,
        "mobile_acc_per_sec": 427.10204335977267
      },
      "started": "2026-08-18T07:57:42.763438901+10:00",
      "ended": "2026-08-18T07:57:45.671334646+10:00"
    },
    {
      "cell": {
        "id": "int64|none|TweenAlt|tricameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 240,
        "total_correct": 59,
        "total_train": 17,
        "infer_ms": 354.105162,
        "train_ms": 1970.577978,
        "blocked_train": 1970577978,
        "duration": 2868832454,
        "avg_accuracy": 24.65277777777778,
        "soft_acc": 25.029854,
        "adapt_pct": 25.058594,
        "stability": 99.97126,
        "consistency": 100,
        "throughput": 83.65772621728713,
        "availability": 15.232405479570001,
        "score": 3.189575338420405,
        "zero_downtime": 3.812648852224371,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 25595912,
        "heap_mib": 24.41016387939453,
        "mobile_score": 19.86807426848395,
        "mobile_throughput": 521.1094710936346,
        "mobile_availability": 94.88365416871967,
        "mobile_accuracy": 155.9126044809429,
        "soft_acc_blocks": [
          25.001114,
          25.058594
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.069238878,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.724752804961122,
        "mobile_acc_per_sec": 54.34705824787873
      },
      "started": "2026-08-18T07:57:48.207906341+10:00",
      "ended": "2026-08-18T07:57:51.081490301+10:00"
    },
    {
      "cell": {
        "id": "int32|none|TweenAlt|tricameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 232,
        "total_correct": 59,
        "total_train": 16,
        "infer_ms": 337.68784,
        "train_ms": 1986.95514,
        "blocked_train": 1986955140,
        "duration": 2880487700,
        "avg_accuracy": 30.555555555555557,
        "soft_acc": 25.01512180555555,
        "adapt_pct": 25.02917911111111,
        "stability": 99.98594269444445,
        "consistency": 100,
        "throughput": 80.54191656503168,
        "availability": 14.52643880825089,
        "score": 2.9267372881310383,
        "zero_downtime": 3.6338063618934524,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 24886256,
        "heap_mib": 23.733383178710938,
        "mobile_score": 36.461677581020005,
        "mobile_throughput": 1003.4017762581345,
        "mobile_availability": 180.9722828129513,
        "mobile_accuracy": 311.64167334832973,
        "soft_acc_blocks": [
          25.0010645,
          25.02917911111111
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071808823,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.684335574686035,
        "mobile_acc_per_sec": 108.19059333193118
      },
      "started": "2026-08-18T07:57:53.659963508+10:00",
      "ended": "2026-08-18T07:57:56.544590526+10:00"
    },
    {
      "cell": {
        "id": "int16|none|TweenAlt|tricameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 264,
        "total_correct": 48,
        "total_train": 15,
        "infer_ms": 525.291163,
        "train_ms": 2017.581304,
        "blocked_train": 2017581304,
        "duration": 3084482774,
        "avg_accuracy": 11.458333333333334,
        "soft_acc": 24.992618791666665,
        "adapt_pct": 24.986541583333334,
        "stability": 99.99392279166666,
        "consistency": 100,
        "throughput": 85.58971449778633,
        "availability": 20.657393157420977,
        "score": 4.418845914327468,
        "zero_downtime": 5.162823524130059,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 29444872,
        "heap_mib": 28.08081817626953,
        "mobile_score": 110.10112568819122,
        "mobile_throughput": 2132.575811929256,
        "mobile_availability": 514.7050348692105,
        "mobile_accuracy": 622.7226556907772,
        "soft_acc_blocks": [
          24.998696,
          24.986541583333334
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.102693586858937,
        "mobile_acc_per_sec": 201.88884209044284
      },
      "started": "2026-08-18T07:57:59.276607616+10:00",
      "ended": "2026-08-18T07:58:02.365672989+10:00"
    },
    {
      "cell": {
        "id": "int8|none|TweenAlt|tricameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 576,
        "total_correct": 113,
        "total_train": 36,
        "infer_ms": 148.177173,
        "train_ms": 2027.6041,
        "blocked_train": 2027604100,
        "duration": 3068741332,
        "avg_accuracy": 16.745283018867923,
        "soft_acc": 24.99628920518868,
        "adapt_pct": 24.99391366037736,
        "stability": 99.99762445518869,
        "consistency": 100,
        "throughput": 187.69910451351134,
        "availability": 6.810297286716283,
        "score": 3.1952424095024208,
        "zero_downtime": 1.70232160552072,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 23322016,
        "heap_mib": 22.241607666015625,
        "mobile_score": 159.22699861165339,
        "mobile_throughput": 9353.520397983066,
        "mobile_availability": 339.3743126944118,
        "mobile_accuracy": 1245.6282173567117,
        "soft_acc_blocks": [
          24.99866475,
          24.99391366037736
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.145453298567128,
        "mobile_acc_per_sec": 405.9085086017643
      },
      "started": "2026-08-18T07:58:05.14466596+10:00",
      "ended": "2026-08-18T07:58:08.217771871+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|TweenAlt|tricameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 248,
        "total_correct": 61,
        "total_train": 16,
        "infer_ms": 400.577448,
        "train_ms": 2040.561748,
        "blocked_train": 2040561748,
        "duration": 3184986091,
        "avg_accuracy": 31.25,
        "soft_acc": 24.994650522727273,
        "adapt_pct": 24.986071545454546,
        "stability": 99.99142102272728,
        "consistency": 100,
        "throughput": 77.8653321911791,
        "availability": 16.40944722268922,
        "score": 3.19363413048447,
        "zero_downtime": 4.101483986022547,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 22889760,
        "heap_mib": 21.829376220703125,
        "mobile_score": 19.890520919499192,
        "mobile_throughput": 484.959126679127,
        "mobile_availability": 102.20095349832842,
        "mobile_accuracy": 155.67112536540316,
        "soft_acc_blocks": [
          25.0032295,
          24.986071545454546
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.083028237,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.847648249816886,
        "mobile_acc_per_sec": 48.87654794012824
      },
      "started": "2026-08-18T07:58:10.821497752+10:00",
      "ended": "2026-08-18T07:58:14.012376857+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|TweenAlt|tricameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 224,
        "total_correct": 48,
        "total_train": 16,
        "infer_ms": 330.367894,
        "train_ms": 1965.39381,
        "blocked_train": 1965393810,
        "duration": 2959512028,
        "avg_accuracy": 12.5,
        "soft_acc": 24.999944775,
        "adapt_pct": 25.00004405,
        "stability": 99.999900725,
        "consistency": 100,
        "throughput": 75.68815327686852,
        "availability": 14.390339094183267,
        "score": 2.7229394626800807,
        "zero_downtime": 3.5975768264810517,
        "weight_bytes": 84192,
        "weight_mib": 0.080291748046875,
        "heap_bytes": 25477112,
        "heap_mib": 24.29686737060547,
        "mobile_score": 33.91306739380497,
        "mobile_throughput": 942.6641606143777,
        "mobile_availability": 179.22562958502368,
        "mobile_accuracy": 311.3638123858609,
        "soft_acc_blocks": [
          24.9998455,
          25.00004405
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.488328218,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.447319875193966,
        "mobile_acc_per_sec": 105.20782123540701
      },
      "started": "2026-08-18T07:58:16.601951347+10:00",
      "ended": "2026-08-18T07:58:19.566012328+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|TweenAlt|tricameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 248,
        "total_correct": 59,
        "total_train": 16,
        "infer_ms": 368.375351,
        "train_ms": 2072.033579,
        "blocked_train": 2072033579,
        "duration": 2872096972,
        "avg_accuracy": 25.3125,
        "soft_acc": 24.999616449999998,
        "adapt_pct": 25.0000474,
        "stability": 99.99956905,
        "consistency": 100,
        "throughput": 86.3480594206065,
        "availability": 15.094820645489115,
        "score": 3.258471182868361,
        "zero_downtime": 3.7736472651876927,
        "weight_bytes": 42108,
        "weight_mib": 0.040157318115234375,
        "heap_bytes": 29444400,
        "heap_mib": 28.080368041992188,
        "mobile_score": 81.14264935516707,
        "mobile_throughput": 2150.2446745279253,
        "mobile_availability": 375.89215002290285,
        "mobile_accuracy": 622.5419829646432,
        "soft_acc_blocks": [
          24.9991855,
          25.0000474
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071998667,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.70430793031037,
        "mobile_acc_per_sec": 216.75521022924684
      },
      "started": "2026-08-18T07:58:22.393350759+10:00",
      "ended": "2026-08-18T07:58:25.270062464+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|TweenAlt|tricameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 352,
        "total_correct": 75,
        "total_train": 28,
        "infer_ms": 206.771427,
        "train_ms": 1965.712247,
        "blocked_train": 1965712247,
        "duration": 3062814352,
        "avg_accuracy": 12.607758620689655,
        "soft_acc": 25.001240198275863,
        "adapt_pct": 25.002339896551725,
        "stability": 99.99890030172413,
        "consistency": 100,
        "throughput": 114.9269787671414,
        "availability": 9.517743653248738,
        "score": 2.7347494654031688,
        "zero_downtime": 2.379553952204873,
        "weight_bytes": 21066,
        "weight_mib": 0.020090103149414062,
        "heap_bytes": 25256240,
        "heap_mib": 24.086227416992188,
        "mobile_score": 136.1242122583591,
        "mobile_throughput": 5720.576838874683,
        "mobile_availability": 473.7528514643952,
        "mobile_accuracy": 1244.4555417329968,
        "soft_acc_blocks": [
          25.0001405,
          25.002339896551725
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.162832390396172,
        "mobile_acc_per_sec": 406.31112392443066
      },
      "started": "2026-08-18T07:58:28.000394965+10:00",
      "ended": "2026-08-18T07:58:31.067809416+10:00"
    },
    {
      "cell": {
        "id": "int4|none|TweenAlt|tricameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 440,
        "total_correct": 104,
        "total_train": 30,
        "infer_ms": 132.995995,
        "train_ms": 1981.389152,
        "blocked_train": 1981389152,
        "duration": 3058505449,
        "avg_accuracy": 11.875,
        "soft_acc": 24.993978225,
        "adapt_pct": 24.992400449999998,
        "stability": 99.998422225,
        "consistency": 100,
        "throughput": 143.86111365074112,
        "availability": 6.290055299939165,
        "score": 2.2616909939112926,
        "zero_downtime": 1.5721350520072535,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 26293768,
        "heap_mib": 25.07569122314453,
        "mobile_score": 225.41154791669305,
        "mobile_throughput": 14337.92520743651,
        "mobile_availability": 626.8986813220235,
        "mobile_accuracy": 2491.0261107554034,
        "soft_acc_blocks": [
          24.995556,
          24.992400449999998
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.171958050024713,
        "mobile_acc_per_sec": 814.4586146053335
      },
      "started": "2026-08-18T07:58:33.677586898+10:00",
      "ended": "2026-08-18T07:58:36.740525207+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|TweenAlt|tricameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 208,
        "total_correct": 34,
        "total_train": 15,
        "infer_ms": 338.800908,
        "train_ms": 1957.435218,
        "blocked_train": 1957435218,
        "duration": 2928794140,
        "avg_accuracy": 16.319444444444443,
        "soft_acc": 24.99693086111111,
        "adapt_pct": 24.995156722222223,
        "stability": 99.99822586111111,
        "consistency": 100,
        "throughput": 71.01898940565349,
        "availability": 14.754619708478533,
        "score": 2.619323849672946,
        "zero_downtime": 3.6882020873482526,
        "weight_bytes": 10545,
        "weight_mib": 0.010056495666503906,
        "heap_bytes": 38666816,
        "heap_mib": 36.87554931640625,
        "mobile_score": 260.46089378801884,
        "mobile_throughput": 7062.0016913250365,
        "mobile_availability": 1467.1730787517863,
        "mobile_accuracy": 2485.6502394139825,
        "soft_acc_blocks": [
          24.998705,
          24.995156722222223
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.534888307687993,
        "mobile_acc_per_sec": 848.6940770149118
      },
      "started": "2026-08-18T07:58:39.391357484+10:00",
      "ended": "2026-08-18T07:58:42.324322557+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|TweenAlt|tricameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 232,
        "total_correct": 63,
        "total_train": 18,
        "infer_ms": 205.272002,
        "train_ms": 1984.295499,
        "blocked_train": 1984295499,
        "duration": 2934978246,
        "avg_accuracy": 25.694444444444443,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 79.04658248018919,
        "availability": 9.37500222789432,
        "score": 1.8526547171480143,
        "zero_downtime": 2.34375055697358,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 24861696,
        "heap_mib": 23.7099609375,
        "mobile_score": 184.64492659330827,
        "mobile_throughput": 7878.181662460494,
        "mobile_availability": 934.360073768322,
        "mobile_accuracy": 2491.62627126699,
        "soft_acc_blocks": [
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.074011893,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.517950698296248,
        "mobile_acc_per_sec": 848.9419894892774
      },
      "started": "2026-08-18T07:58:45.254914767+10:00",
      "ended": "2026-08-18T07:58:48.201866853+10:00"
    },
    {
      "cell": {
        "id": "int2|none|TweenAlt|tricameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 472,
        "total_correct": 120,
        "total_train": 31,
        "infer_ms": 138.184371,
        "train_ms": 1971.846712,
        "blocked_train": 1971846712,
        "duration": 2949206925,
        "avg_accuracy": 25.852272727272727,
        "soft_acc": 24.999397545454546,
        "adapt_pct": 24.99578359090909,
        "stability": 99.99638604545454,
        "consistency": 100,
        "throughput": 160.0430258043016,
        "availability": 6.548925848216995,
        "score": 2.620211627433774,
        "zero_downtime": 1.6371920077527977,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 31338008,
        "heap_mib": 29.886253356933594,
        "mobile_score": 522.2374125542667,
        "mobile_throughput": 31898.360734797825,
        "mobile_availability": 1305.273991678385,
        "mobile_accuracy": 4982.6588634523,
        "soft_acc_blocks": [
          25.0030115,
          24.99578359090909
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.069605283,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.476650903515203,
        "mobile_acc_per_sec": 1689.4911039354415
      },
      "started": "2026-08-18T07:58:50.839615652+10:00",
      "ended": "2026-08-18T07:58:53.79292924+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|TweenAlt|tricameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 224,
        "total_correct": 39,
        "total_train": 15,
        "infer_ms": 382.852888,
        "train_ms": 1972.667021,
        "blocked_train": 1972667021,
        "duration": 2886286060,
        "avg_accuracy": 9.722222222222221,
        "soft_acc": 24.993570527777777,
        "adapt_pct": 24.996022555555555,
        "stability": 99.99754797222222,
        "consistency": 100,
        "throughput": 77.60838508155356,
        "availability": 16.2534346042753,
        "score": 3.1526960137322497,
        "zero_downtime": 4.062313641005786,
        "weight_bytes": 5285,
        "weight_mib": 0.005040168762207031,
        "heap_bytes": 25867216,
        "heap_mib": 24.668899536132812,
        "mobile_score": 625.5139782961793,
        "mobile_throughput": 15397.973509039755,
        "mobile_availability": 3224.7798379588603,
        "mobile_accuracy": 4958.875725588478,
        "soft_acc_blocks": [
          24.9911185,
          24.996022555555555
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.659422527155115,
        "mobile_acc_per_sec": 1718.0818610849956
      },
      "started": "2026-08-18T07:58:56.478306628+10:00",
      "ended": "2026-08-18T07:58:59.369000339+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|TweenAlt|tricameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 464,
        "total_correct": 23,
        "total_train": 31,
        "infer_ms": 135.416715,
        "train_ms": 1959.085684,
        "blocked_train": 1959085684,
        "duration": 2964685759,
        "avg_accuracy": 2.9069767441860463,
        "soft_acc": 24.993176976744184,
        "adapt_pct": 24.99190195348837,
        "stability": 99.99872497674419,
        "consistency": 100,
        "throughput": 156.50899883450347,
        "availability": 6.465340649151484,
        "score": 2.52901956950575,
        "zero_downtime": 1.6158940305918117,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 26092272,
        "heap_mib": 24.883529663085938,
        "mobile_score": 504.0618179270217,
        "mobile_throughput": 31193.989728547484,
        "mobile_availability": 1288.6145288965342,
        "mobile_accuracy": 4981.419034701865,
        "soft_acc_blocks": [
          24.994452,
          24.99190195348837
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.430295487766799,
        "mobile_acc_per_sec": 1680.2519523627748
      },
      "started": "2026-08-18T07:59:01.999296645+10:00",
      "ended": "2026-08-18T07:59:04.968030732+10:00"
    },
    {
      "cell": {
        "id": "binary|none|TweenAlt|tricameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 624,
        "total_correct": 65,
        "total_train": 31,
        "infer_ms": 230.70546,
        "train_ms": 1987.60565,
        "blocked_train": 1987605650,
        "duration": 2956235245,
        "avg_accuracy": 3.30188679245283,
        "soft_acc": 24.971849070754715,
        "adapt_pct": 24.982283641509433,
        "stability": 99.98956542924529,
        "consistency": 100,
        "throughput": 211.07927762359114,
        "availability": 10.400049792835414,
        "score": 5.481907703293495,
        "zero_downtime": 2.597084737550198,
        "weight_bytes": 2631,
        "weight_mib": 0.0025091171264648438,
        "heap_bytes": 25438680,
        "heap_mib": 24.260215759277344,
        "mobile_score": 2184.7954587186164,
        "mobile_throughput": 84124.920035513,
        "mobile_availability": 4144.9040712931155,
        "mobile_accuracy": 9952.444550062979,
        "soft_acc_blocks": [
          24.9614145,
          24.982283641509433
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.447179267276043,
        "mobile_acc_per_sec": 3366.5942407309935
      },
      "started": "2026-08-18T07:59:08.039026677+10:00",
      "ended": "2026-08-18T07:59:10.999176085+10:00"
    },
    {
      "cell": {
        "id": "int|none|TweenAlt|tricameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 232,
        "total_correct": 49,
        "total_train": 14,
        "infer_ms": 442.133074,
        "train_ms": 2054.494685,
        "blocked_train": 2054494685,
        "duration": 2960720864,
        "avg_accuracy": 13.322368421052632,
        "soft_acc": 25.031011618421054,
        "adapt_pct": 25.063281736842107,
        "stability": 99.96772988157895,
        "consistency": 100,
        "throughput": 78.35929513684813,
        "availability": 17.709210850763437,
        "score": 3.47350662347271,
        "zero_downtime": 4.432794625585278,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 26079328,
        "heap_mib": 24.871185302734375,
        "mobile_score": 21.63670089116125,
        "mobile_throughput": 488.1051959023362,
        "mobile_availability": 110.31183749792154,
        "mobile_accuracy": 155.91981536211787,
        "soft_acc_blocks": [
          24.9987415,
          25.063281736842107
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.454363909404009,
        "mobile_acc_per_sec": 52.662788058806306
      },
      "started": "2026-08-18T07:59:13.658593864+10:00",
      "ended": "2026-08-18T07:59:16.623792222+10:00"
    },
    {
      "cell": {
        "id": "uint|none|TweenAlt|tricameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 200,
        "total_correct": 46,
        "total_train": 14,
        "infer_ms": 368.934881,
        "train_ms": 2101.728426,
        "blocked_train": 2101728426,
        "duration": 3165586769,
        "avg_accuracy": 15.625,
        "soft_acc": 24.99841491666667,
        "adapt_pct": 24.99634783333333,
        "stability": 99.99793291666667,
        "consistency": 100,
        "throughput": 63.17944020949375,
        "availability": 14.93262477144159,
        "score": 2.3584376425057747,
        "zero_downtime": 3.7329194983139167,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 26483776,
        "heap_mib": 25.25689697265625,
        "mobile_score": 14.688768765907195,
        "mobile_throughput": 393.49278152239316,
        "mobile_availability": 93.00304081931063,
        "mobile_accuracy": 155.6945706798448,
        "soft_acc_blocks": [
          25.000482,
          24.99634783333333
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.5362856520000001,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.896929302798292,
        "mobile_acc_per_sec": 49.18347909605026
      },
      "started": "2026-08-18T07:59:19.213555863+10:00",
      "ended": "2026-08-18T07:59:22.384126636+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|TweenAlt|tricameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 208,
        "total_correct": 75,
        "total_train": 13,
        "infer_ms": 500.045875,
        "train_ms": 2034.652571,
        "blocked_train": 2034652571,
        "duration": 2901791085,
        "avg_accuracy": 48.89705882352941,
        "soft_acc": 25.002103220588236,
        "adapt_pct": 24.99994194117647,
        "stability": 99.99783872058823,
        "consistency": 100,
        "throughput": 71.679867332696,
        "availability": 19.728022313231023,
        "score": 3.535552472220851,
        "zero_downtime": 4.9324205021347,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 29580144,
        "heap_mib": 28.209823608398438,
        "mobile_score": 22.020049115653663,
        "mobile_throughput": 446.43495229418534,
        "mobile_availability": 122.8696289208751,
        "mobile_accuracy": 155.7175420921331,
        "soft_acc_blocks": [
          25.0042645,
          24.99994194117647
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.081391415,
        "time_to_acc50_sec": 0.081391415,
        "acc_per_sec": 8.616093470625655,
        "mobile_acc_per_sec": 53.66256133912311
      },
      "started": "2026-08-18T07:59:25.050082373+10:00",
      "ended": "2026-08-18T07:59:27.957253869+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|TweenAlt|tricameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 232,
        "total_correct": 75,
        "total_train": 15,
        "infer_ms": 409.106449,
        "train_ms": 2064.057427,
        "blocked_train": 2064057427,
        "duration": 2982329792,
        "avg_accuracy": 39.236111111111114,
        "soft_acc": 25.036695805555556,
        "adapt_pct": 25.069958111111113,
        "stability": 99.96673769444445,
        "consistency": 100,
        "throughput": 77.79153084354797,
        "availability": 16.54182535051713,
        "score": 3.22175685973665,
        "zero_downtime": 4.141526493695248,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 29820888,
        "heap_mib": 28.439414978027344,
        "mobile_score": 20.068535078386187,
        "mobile_throughput": 484.5685548296512,
        "mobile_availability": 103.0401165451469,
        "mobile_accuracy": 155.9552225371057,
        "soft_acc_blocks": [
          25.0034335,
          25.069958111111113
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.077422201,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.395012474044842,
        "mobile_acc_per_sec": 52.29308406986054
      },
      "started": "2026-08-18T07:59:30.608124102+10:00",
      "ended": "2026-08-18T07:59:33.593771598+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|TweenAlt|tricameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 208,
        "total_correct": 51,
        "total_train": 13,
        "infer_ms": 574.132664,
        "train_ms": 2028.209033,
        "blocked_train": 2028209033,
        "duration": 3075184109,
        "avg_accuracy": 22.977941176470587,
        "soft_acc": 25.013095470588237,
        "adapt_pct": 25.028252941176472,
        "stability": 99.98484252941176,
        "consistency": 100,
        "throughput": 67.63822672966343,
        "availability": 22.062155198983465,
        "score": 3.7325668038581323,
        "zero_downtime": 5.518427942791081,
        "weight_bytes": 336672,
        "weight_mib": 0.321075439453125,
        "heap_bytes": 25600712,
        "heap_mib": 24.41474151611328,
        "mobile_score": 11.62520188468998,
        "mobile_throughput": 210.66147832692818,
        "mobile_availability": 68.713306868196,
        "mobile_accuracy": 77.90410725028374,
        "soft_acc_blocks": [
          24.997938,
          25.028252941176472
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.509575004,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.133852993511368,
        "mobile_acc_per_sec": 25.333152256570717
      },
      "started": "2026-08-18T07:59:36.242800998+10:00",
      "ended": "2026-08-18T07:59:39.32249906+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|TweenAlt|tricameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 184,
        "total_correct": 48,
        "total_train": 11,
        "infer_ms": 368.030767,
        "train_ms": 1998.019015,
        "blocked_train": 1998019015,
        "duration": 2930445163,
        "avg_accuracy": 20.089285714285715,
        "soft_acc": 24.999825607142856,
        "adapt_pct": 25.00043971428571,
        "stability": 99.99938589285715,
        "consistency": 100,
        "throughput": 62.78909509148867,
        "availability": 15.554650193746433,
        "score": 2.4416389930301516,
        "zero_downtime": 3.8886354222377166,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 27961992,
        "heap_mib": 26.66663360595703,
        "mobile_score": 243.34607439935218,
        "mobile_throughput": 6257.878355161374,
        "mobile_availability": 1550.2550025242715,
        "mobile_accuracy": 2491.6088903940145,
        "soft_acc_blocks": [
          24.9992115,
          25.00043971428571
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.519685565,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.531067539769165,
        "mobile_acc_per_sec": 850.2492801616759
      },
      "started": "2026-08-18T07:59:42.062321999+10:00",
      "ended": "2026-08-18T07:59:45.005573917+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|TweenAlt|tricameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 104,
        "total_correct": 36,
        "total_train": 7,
        "infer_ms": 453.783634,
        "train_ms": 2225.143383,
        "blocked_train": 2225143383,
        "duration": 2953390811,
        "avg_accuracy": 29.464285714285715,
        "soft_acc": 24.998302285714285,
        "adapt_pct": 24.99874857142857,
        "stability": 99.99955371428571,
        "consistency": 100,
        "throughput": 35.213761623639044,
        "availability": 16.93900696511584,
        "score": 1.4911141172204891,
        "zero_downtime": 4.234464165337855,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 28202864,
        "heap_mib": 26.896347045898438,
        "mobile_score": 99.07150402855099,
        "mobile_throughput": 2339.6467689943565,
        "mobile_availability": 1125.449003133526,
        "mobile_accuracy": 1660.9187566560095,
        "soft_acc_blocks": [
          24.997856,
          24.99874857142857
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071917156,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.464271708507825,
        "mobile_acc_per_sec": 562.3768958953428
      },
      "started": "2026-08-18T07:59:47.673590063+10:00",
      "ended": "2026-08-18T07:59:50.634128365+10:00"
    },
    {
      "cell": {
        "id": "int6|none|TweenAlt|tricameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 104,
        "total_correct": 35,
        "total_train": 7,
        "infer_ms": 451.441764,
        "train_ms": 2272.826868,
        "blocked_train": 2272826868,
        "duration": 2954405704,
        "avg_accuracy": 50,
        "soft_acc": 25.003153714285716,
        "adapt_pct": 24.99973442857143,
        "stability": 99.99658071428571,
        "consistency": 100,
        "throughput": 35.20166504525541,
        "availability": 16.571117792762514,
        "score": 1.458511310826982,
        "zero_downtime": 4.143302053899762,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 25253880,
        "heap_mib": 24.08397674560547,
        "mobile_score": 96.9053324205876,
        "mobile_throughput": 2338.8430570582777,
        "mobile_availability": 1101.0059821735995,
        "mobile_accuracy": 1661.241091693756,
        "soft_acc_blocks": [
          25.006573,
          24.99973442857143
        ],
        "phase_blocks": [
          "A",
          "B"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.069523616,
        "time_to_acc50_sec": 0.069523616,
        "acc_per_sec": 8.463006174281917,
        "mobile_acc_per_sec": 562.2928122040195
      },
      "started": "2026-08-18T07:59:53.430566963+10:00",
      "ended": "2026-08-18T07:59:56.391849482+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|TweenAlt|tricameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 104,
        "total_correct": 12,
        "total_train": 6,
        "infer_ms": 456.101028,
        "train_ms": 1973.599094,
        "blocked_train": 1973599094,
        "duration": 3060685630,
        "avg_accuracy": 3.4722222222222223,
        "soft_acc": 24.995261388888892,
        "adapt_pct": 24.99660477777778,
        "stability": 99.99865661111112,
        "consistency": 100,
        "throughput": 33.9793146282717,
        "availability": 18.77190620645654,
        "score": 1.5943390125107695,
        "zero_downtime": 4.692087023980869,
        "weight_bytes": 15806,
        "weight_mib": 0.015073776245117188,
        "heap_bytes": 29027104,
        "heap_mib": 27.682403564453125,
        "mobile_score": 105.76905127056135,
        "mobile_throughput": 2254.2005450876013,
        "mobile_availability": 1245.335336096506,
        "mobile_accuracy": 1658.195065552041,
        "soft_acc_blocks": [
          24.993918,
          24.99660477777778
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.166556259124492,
        "mobile_acc_per_sec": 541.772421610004
      },
      "started": "2026-08-18T07:59:59.045666632+10:00",
      "ended": "2026-08-18T08:00:02.113351785+10:00"
    },
    {
      "cell": {
        "id": "int5|none|TweenAlt|tricameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 120,
        "total_correct": 28,
        "total_train": 8,
        "infer_ms": 455.860298,
        "train_ms": 2229.372854,
        "blocked_train": 2229372854,
        "duration": 3039313466,
        "avg_accuracy": 27.083333333333336,
        "soft_acc": 24.999734500000002,
        "adapt_pct": 24.998935000000003,
        "stability": 99.9992005,
        "consistency": 100,
        "throughput": 39.482600706511,
        "availability": 16.976563009452967,
        "score": 1.6756793507741932,
        "zero_downtime": 4.244095679588452,
        "weight_bytes": 13152,
        "weight_mib": 0.012542724609375,
        "heap_bytes": 26139024,
        "heap_mib": 24.928115844726562,
        "mobile_score": 133.59771524615272,
        "mobile_throughput": 3147.848807666551,
        "mobile_availability": 1353.4988240723962,
        "mobile_accuracy": 1993.1661802822387,
        "soft_acc_blocks": [
          25.000534,
          24.998935000000003
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.0730758,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.225454458602396,
        "mobile_acc_per_sec": 655.7948703150446
      },
      "started": "2026-08-18T08:00:04.823779908+10:00",
      "ended": "2026-08-18T08:00:07.869893419+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|TweenAlt|tricameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 120,
        "total_correct": 24,
        "total_train": 7,
        "infer_ms": 457.240607,
        "train_ms": 2004.150358,
        "blocked_train": 2004150358,
        "duration": 3048841735,
        "avg_accuracy": 17.613636363636363,
        "soft_acc": 24.998443363636362,
        "adapt_pct": 24.999130727272725,
        "stability": 99.99931263636364,
        "consistency": 100,
        "throughput": 39.359209309695444,
        "availability": 18.576512772728083,
        "score": 1.8277783216303702,
        "zero_downtime": 4.643839024429105,
        "weight_bytes": 13176,
        "weight_mib": 0.01256561279296875,
        "heap_bytes": 32643968,
        "heap_mib": 31.1317138671875,
        "mobile_score": 145.45874934592342,
        "mobile_throughput": 3132.295253576443,
        "mobile_availability": 1478.3610699131848,
        "mobile_accuracy": 1989.4328892280178,
        "soft_acc_blocks": [
          24.997756,
          24.999130727272725
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.199324706382754,
        "mobile_acc_per_sec": 652.5208791226474
      },
      "started": "2026-08-18T08:00:10.454084866+10:00",
      "ended": "2026-08-18T08:00:13.512616277+10:00"
    },
    {
      "cell": {
        "id": "int3|none|TweenAlt|tricameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 152,
        "total_correct": 31,
        "total_train": 9,
        "infer_ms": 457.815607,
        "train_ms": 2050.013478,
        "blocked_train": 2050013478,
        "duration": 3064399215,
        "avg_accuracy": 25.520833333333332,
        "soft_acc": 24.999288875,
        "adapt_pct": 24.997684250000002,
        "stability": 99.998395375,
        "consistency": 100,
        "throughput": 49.60189235657405,
        "availability": 18.25545487682228,
        "score": 2.263698376569111,
        "zero_downtime": 4.563733900102077,
        "weight_bytes": 7891,
        "weight_mib": 0.007525444030761719,
        "heap_bytes": 24884952,
        "heap_mib": 23.732139587402344,
        "mobile_score": 300.8059547470957,
        "mobile_throughput": 6591.224671104675,
        "mobile_availability": 2425.830928008972,
        "mobile_accuracy": 3321.968613786846,
        "soft_acc_blocks": [
          25.0008935,
          24.997684250000002
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.07003247,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.157973919530587,
        "mobile_acc_per_sec": 1084.05216837482
      },
      "started": "2026-08-18T08:00:16.161252231+10:00",
      "ended": "2026-08-18T08:00:19.231304304+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|TweenAlt|tricameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "TweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 136,
        "total_correct": 20,
        "total_train": 10,
        "infer_ms": 405.029419,
        "train_ms": 2162.958656,
        "blocked_train": 2162958656,
        "duration": 3031767585,
        "avg_accuracy": 16.25,
        "soft_acc": 24.99909065,
        "adapt_pct": 24.9976263,
        "stability": 99.99853565000001,
        "consistency": 100,
        "throughput": 44.8583198372048,
        "availability": 15.772246878521822,
        "score": 1.7687268995577419,
        "zero_downtime": 3.9429182947034658,
        "weight_bytes": 7915,
        "weight_mib": 0.007548332214355469,
        "heap_bytes": 27181792,
        "heap_mib": 25.922576904296875,
        "mobile_score": 234.3202245648337,
        "mobile_throughput": 5942.812076009711,
        "mobile_availability": 2089.5008898159062,
        "mobile_accuracy": 3311.8694222886165,
        "soft_acc_blocks": [
          25.000555,
          24.9976263
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.06944195,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.245714735418943,
        "mobile_acc_per_sec": 1092.3889544417755
      },
      "started": "2026-08-18T08:00:22.042828242+10:00",
      "ended": "2026-08-18T08:00:25.080150352+10:00"
    },
    {
      "cell": {
        "id": "float64|none|StepTweenAlt|cnn|simd",
        "dtype": 0,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3120,
        "total_correct": 2514,
        "total_train": 111,
        "infer_ms": 548.11096,
        "train_ms": 1812.020209,
        "blocked_train": 1812020209,
        "duration": 3105552601,
        "avg_accuracy": 43.87019230769231,
        "soft_acc": 29.387267027243592,
        "adapt_pct": 34.46131382371795,
        "stability": 94.92595320352564,
        "consistency": 100,
        "throughput": 1004.6521185940783,
        "availability": 23.223749899978543,
        "score": 68.56575293975915,
        "zero_downtime": 6.8248253968459105,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 26516792,
        "heap_mib": 25.28838348388672,
        "mobile_score": 29369.445651372913,
        "mobile_throughput": 430332.5571515132,
        "mobile_availability": 9947.657996372509,
        "mobile_accuracy": 12587.738116976707,
        "soft_acc_blocks": [
          24.313220230769232,
          34.46131382371795
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.565387849,
        "time_to_acc50_sec": 1.565387849,
        "acc_per_sec": 9.462814127759671,
        "mobile_acc_per_sec": 4053.3005665154105
      },
      "started": "2026-08-18T08:00:27.845166479+10:00",
      "ended": "2026-08-18T08:00:30.951011371+10:00"
    },
    {
      "cell": {
        "id": "float32|none|StepTweenAlt|cnn|simd",
        "dtype": 1,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4640,
        "total_correct": 3993,
        "total_train": 149,
        "infer_ms": 527.877215,
        "train_ms": 1780.410991,
        "blocked_train": 1780410991,
        "duration": 3189943698,
        "avg_accuracy": 58.54510073260073,
        "soft_acc": 30.161334877899876,
        "adapt_pct": 34.97965297008547,
        "stability": 95.18168190781441,
        "consistency": 100,
        "throughput": 1454.5711270418792,
        "availability": 22.868774082364304,
        "score": 100.32944398136065,
        "zero_downtime": 6.897527533452273,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 25268376,
        "heap_mib": 24.097801208496094,
        "mobile_score": 85950.20184003205,
        "mobile_throughput": 1246101.6128342038,
        "mobile_availability": 19591.215402115387,
        "mobile_accuracy": 25838.604477882956,
        "soft_acc_blocks": [
          25.343016785714287,
          34.97965297008547
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.074766266,
        "time_to_acc50_sec": 1.681775628,
        "acc_per_sec": 9.455130790179819,
        "mobile_acc_per_sec": 8100.0189734016285
      },
      "started": "2026-08-18T08:00:33.894794162+10:00",
      "ended": "2026-08-18T08:00:37.085135568+10:00"
    },
    {
      "cell": {
        "id": "float16|none|StepTweenAlt|cnn|simd",
        "dtype": 2,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3240,
        "total_correct": 2632,
        "total_train": 125,
        "infer_ms": 440.862786,
        "train_ms": 1853.852722,
        "blocked_train": 1853852722,
        "duration": 3057552290,
        "avg_accuracy": 49.33698727015559,
        "soft_acc": 29.489572557637906,
        "adapt_pct": 34.8377379009901,
        "stability": 94.65183465664781,
        "consistency": 100,
        "throughput": 1059.671165918147,
        "availability": 19.212089013345352,
        "score": 60.036336750100865,
        "zero_downtime": 5.665562929428458,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 26328584,
        "heap_mib": 25.10889434814453,
        "mobile_score": 102863.82654260419,
        "mobile_throughput": 1815597.6347610897,
        "mobile_availability": 32917.214786368655,
        "mobile_accuracy": 50526.23861797014,
        "soft_acc_blocks": [
          24.141407214285714,
          34.8377379009901
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.556837857,
        "time_to_acc50_sec": 1.556837857,
        "acc_per_sec": 9.644830164993811,
        "mobile_acc_per_sec": 16525.061168445343
      },
      "started": "2026-08-18T08:00:40.050450207+10:00",
      "ended": "2026-08-18T08:00:43.108356663+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|StepTweenAlt|cnn|simd",
        "dtype": 3,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3968,
        "total_correct": 3269,
        "total_train": 126,
        "infer_ms": 450.249993,
        "train_ms": 1645.873697,
        "blocked_train": 1645873697,
        "duration": 3220327931,
        "avg_accuracy": 54.98434801381692,
        "soft_acc": 29.278962010794473,
        "adapt_pct": 32.79692485492228,
        "stability": 96.48203715587219,
        "consistency": 100,
        "throughput": 1232.1726498107996,
        "availability": 21.48012520196268,
        "score": 77.49328105519216,
        "zero_downtime": 6.289157697753742,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 38138016,
        "heap_mib": 36.371246337890625,
        "mobile_score": 132773.8475093614,
        "mobile_throughput": 2111154.687006551,
        "mobile_availability": 36803.17608459676,
        "mobile_accuracy": 50165.38704155364,
        "soft_acc_blocks": [
          25.760999166666664,
          32.79692485492228
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.248951426,
        "time_to_acc50_sec": 1.7223889639999999,
        "acc_per_sec": 9.091919406388701,
        "mobile_acc_per_sec": 15577.726280185358
      },
      "started": "2026-08-18T08:00:45.722712859+10:00",
      "ended": "2026-08-18T08:00:48.943411778+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|StepTweenAlt|cnn|simd",
        "dtype": 4,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2688,
        "total_correct": 1522,
        "total_train": 117,
        "infer_ms": 350.882148,
        "train_ms": 1855.36464,
        "blocked_train": 1855364640,
        "duration": 3108282957,
        "avg_accuracy": 46.47378389154705,
        "soft_acc": 26.59231017085327,
        "adapt_pct": 27.673708978070177,
        "stability": 98.91860119278309,
        "consistency": 100,
        "throughput": 864.7861334330895,
        "availability": 15.904029862320188,
        "score": 36.5739584736143,
        "zero_downtime": 4.229248950653313,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 25905664,
        "heap_mib": 24.70556640625,
        "mobile_score": 125328.67673342675,
        "mobile_throughput": 2963379.034806324,
        "mobile_availability": 54498.64057814462,
        "mobile_accuracy": 91124.37329971451,
        "soft_acc_blocks": [
          25.510911363636364,
          27.673708978070177
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.087388127,
        "time_to_acc50_sec": 1.610180605,
        "acc_per_sec": 8.555305465664294,
        "mobile_acc_per_sec": 29316.62739857648
      },
      "started": "2026-08-18T08:00:51.684483866+10:00",
      "ended": "2026-08-18T08:00:54.793027707+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|StepTweenAlt|cnn|simd",
        "dtype": 5,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3048,
        "total_correct": 1872,
        "total_train": 125,
        "infer_ms": 403.001676,
        "train_ms": 1873.1556,
        "blocked_train": 1873155600,
        "duration": 3454535203,
        "avg_accuracy": 35.72303921568627,
        "soft_acc": 25.94873081372549,
        "adapt_pct": 27.338336794117648,
        "stability": 98.61039401960784,
        "consistency": 100,
        "throughput": 882.3184077999972,
        "availability": 17.705352800058446,
        "score": 40.536481113788454,
        "zero_downtime": 4.594314337707575,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 25905728,
        "heap_mib": 24.70562744140625,
        "mobile_score": 138907.12817114982,
        "mobile_throughput": 3023457.2116904897,
        "mobile_availability": 60671.26803161466,
        "mobile_accuracy": 88919.00771808176,
        "soft_acc_blocks": [
          24.559124833333332,
          27.338336794117648
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.714028763,
        "time_to_acc50_sec": 1.714028763,
        "acc_per_sec": 7.511496999999016,
        "mobile_acc_per_sec": 25739.789144676368
      },
      "started": "2026-08-18T08:00:57.722585301+10:00",
      "ended": "2026-08-18T08:01:01.177464202+10:00"
    },
    {
      "cell": {
        "id": "int64|none|StepTweenAlt|cnn|simd",
        "dtype": 6,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2416,
        "total_correct": 1930,
        "total_train": 111,
        "infer_ms": 463.596433,
        "train_ms": 1806.159076,
        "blocked_train": 1806159076,
        "duration": 3072759558,
        "avg_accuracy": 49.37749714611872,
        "soft_acc": 28.97240712885274,
        "adapt_pct": 32.97845594520548,
        "stability": 95.99395118364725,
        "consistency": 100,
        "throughput": 786.2639280414534,
        "availability": 20.424950227535717,
        "score": 46.52795212837097,
        "zero_downtime": 5.917599735787182,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 25916592,
        "heap_mib": 24.715988159179688,
        "mobile_score": 19929.776932581175,
        "mobile_throughput": 336788.1881576777,
        "mobile_availability": 8748.820510534515,
        "mobile_accuracy": 12410.037082330022,
        "soft_acc_blocks": [
          24.9663583125,
          32.97845594520548
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.6211039760000001,
        "time_to_acc50_sec": 1.6211039760000001,
        "acc_per_sec": 9.428790825309587,
        "mobile_acc_per_sec": 4038.7270295914323
      },
      "started": "2026-08-18T08:01:03.822954628+10:00",
      "ended": "2026-08-18T08:01:06.896051894+10:00"
    },
    {
      "cell": {
        "id": "int32|none|StepTweenAlt|cnn|simd",
        "dtype": 7,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2656,
        "total_correct": 1659,
        "total_train": 115,
        "infer_ms": 510.775175,
        "train_ms": 1826.093938,
        "blocked_train": 1826093938,
        "duration": 3084843761,
        "avg_accuracy": 36.21423397319812,
        "soft_acc": 25.882757846975732,
        "adapt_pct": 27.099794784860556,
        "stability": 98.78296306211517,
        "consistency": 100,
        "throughput": 860.9836367009447,
        "availability": 21.857243615338078,
        "score": 48.70806081845813,
        "zero_downtime": 5.657257436981519,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 26299384,
        "heap_mib": 25.08104705810547,
        "mobile_score": 41727.20880782316,
        "mobile_throughput": 737587.236795204,
        "mobile_availability": 18724.65774607577,
        "mobile_accuracy": 22173.234225613094,
        "soft_acc_blocks": [
          24.665720909090908,
          27.099794784860556
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.6053576920000001,
        "time_to_acc50_sec": 1.6053576920000001,
        "acc_per_sec": 8.390297808335497,
        "mobile_acc_per_sec": 7187.798132902943
      },
      "started": "2026-08-18T08:01:09.666593266+10:00",
      "ended": "2026-08-18T08:01:12.75172687+10:00"
    },
    {
      "cell": {
        "id": "int16|none|StepTweenAlt|cnn|simd",
        "dtype": 8,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2320,
        "total_correct": 1571,
        "total_train": 110,
        "infer_ms": 396.800428,
        "train_ms": 1828.208365,
        "blocked_train": 1828208365,
        "duration": 3209276165,
        "avg_accuracy": 53.23980734767025,
        "soft_acc": 26.408502078405014,
        "adapt_pct": 27.479984379032256,
        "stability": 98.92851769937276,
        "consistency": 100,
        "throughput": 722.9044434697317,
        "availability": 17.833656624115644,
        "score": 34.04591909324092,
        "zero_downtime": 4.709601580235193,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 29053608,
        "heap_mib": 27.707679748535156,
        "mobile_score": 58332.898135807496,
        "mobile_throughput": 1238595.1792740482,
        "mobile_availability": 30555.464588707004,
        "mobile_accuracy": 45247.25731268892,
        "soft_acc_blocks": [
          25.337019777777776,
          27.479984379032256
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.077569596,
        "time_to_acc50_sec": 1.747737992,
        "acc_per_sec": 8.228803231835617,
        "mobile_acc_per_sec": 14098.89800265566
      },
      "started": "2026-08-18T08:01:15.563104755+10:00",
      "ended": "2026-08-18T08:01:18.772749045+10:00"
    },
    {
      "cell": {
        "id": "int8|none|StepTweenAlt|cnn|simd",
        "dtype": 9,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5088,
        "total_correct": 3383,
        "total_train": 151,
        "infer_ms": 539.03774,
        "train_ms": 1780.321237,
        "blocked_train": 1780321237,
        "duration": 3363318743,
        "avg_accuracy": 44.67100868403474,
        "soft_acc": 25.956699305143623,
        "adapt_pct": 26.980136476953906,
        "stability": 98.97656282818971,
        "consistency": 100,
        "throughput": 1512.7914981562603,
        "availability": 23.240806849883334,
        "score": 91.25984830685188,
        "zero_downtime": 6.032546350113439,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 26168856,
        "heap_mib": 24.956565856933594,
        "mobile_score": 312721.85195492,
        "mobile_throughput": 5183911.30055784,
        "mobile_availability": 79639.71334452048,
        "mobile_accuracy": 88946.31349866104,
        "soft_acc_blocks": [
          24.933262133333336,
          26.980136476953906
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.075511317,
        "time_to_acc50_sec": 1.657117161,
        "acc_per_sec": 7.717585304445712,
        "mobile_acc_per_sec": 26445.995843772766
      },
      "started": "2026-08-18T08:01:21.670585733+10:00",
      "ended": "2026-08-18T08:01:25.034203538+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|StepTweenAlt|cnn|simd",
        "dtype": 10,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2736,
        "total_correct": 1817,
        "total_train": 106,
        "infer_ms": 476.31699,
        "train_ms": 1864.104779,
        "blocked_train": 1864104779,
        "duration": 3221257398,
        "avg_accuracy": 47.6244918699187,
        "soft_acc": 26.127536334349593,
        "adapt_pct": 27.318080918699184,
        "stability": 98.8094554156504,
        "consistency": 100,
        "throughput": 849.3577699499318,
        "availability": 20.35175865773619,
        "score": 45.1638616477645,
        "zero_downtime": 5.317413137979162,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 29505784,
        "heap_mib": 28.13890838623047,
        "mobile_score": 19282.467993145892,
        "mobile_throughput": 362628.7349279396,
        "mobile_availability": 8689.073976504229,
        "mobile_accuracy": 11155.011213081008,
        "soft_acc_blocks": [
          24.93699175,
          27.318080918699184
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.074181527,
        "time_to_acc50_sec": 1.5931312979999999,
        "acc_per_sec": 8.110974413460887,
        "mobile_acc_per_sec": 3462.9369326421674
      },
      "started": "2026-08-18T08:01:27.951322597+10:00",
      "ended": "2026-08-18T08:01:31.184210971+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|StepTweenAlt|cnn|simd",
        "dtype": 11,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2680,
        "total_correct": 1733,
        "total_train": 119,
        "infer_ms": 404.988843,
        "train_ms": 1855.935201,
        "blocked_train": 1855935201,
        "duration": 3281826596,
        "avg_accuracy": 46.30149812734082,
        "soft_acc": 26.02604312883895,
        "adapt_pct": 26.808848191011236,
        "stability": 99.21719493782771,
        "consistency": 100,
        "throughput": 816.6184049049007,
        "availability": 17.912536428402014,
        "score": 38.07013313311183,
        "zero_downtime": 4.661924456324896,
        "weight_bytes": 1232,
        "weight_mib": 0.0011749267578125,
        "heap_bytes": 25954816,
        "heap_mib": 24.75244140625,
        "mobile_score": 32402.13305209892,
        "mobile_throughput": 695037.7114785399,
        "mobile_availability": 15245.662173659148,
        "mobile_accuracy": 22151.20470768298,
        "soft_acc_blocks": [
          25.243238066666667,
          26.808848191011236
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.101403891,
        "time_to_acc50_sec": 1.623180168,
        "acc_per_sec": 7.930352920096498,
        "mobile_acc_per_sec": 6749.657259369404
      },
      "started": "2026-08-18T08:01:34.111266684+10:00",
      "ended": "2026-08-18T08:01:37.393476926+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|StepTweenAlt|cnn|simd",
        "dtype": 12,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3296,
        "total_correct": 2179,
        "total_train": 123,
        "infer_ms": 499.479927,
        "train_ms": 1733.061554,
        "blocked_train": 1733061554,
        "duration": 3089282811,
        "avg_accuracy": 47.43112014453477,
        "soft_acc": 26.002002119370243,
        "adapt_pct": 26.922823090592335,
        "stability": 99.0791790287779,
        "consistency": 100,
        "throughput": 1066.9142974751107,
        "availability": 22.372705333845484,
        "score": 62.06615291480579,
        "zero_downtime": 5.817351315066962,
        "weight_bytes": 620,
        "weight_mib": 0.000591278076171875,
        "heap_bytes": 25998008,
        "heap_mib": 24.79363250732422,
        "mobile_score": 104969.48122386355,
        "mobile_throughput": 1804420.526434293,
        "mobile_availability": 37837.87398087478,
        "mobile_accuracy": 43975.92802309802,
        "soft_acc_blocks": [
          25.08118114814815,
          26.922823090592335
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.080411103,
        "time_to_acc50_sec": 1.590215831,
        "acc_per_sec": 8.416840966060146,
        "mobile_acc_per_sec": 14234.995859399167
      },
      "started": "2026-08-18T08:01:40.184328215+10:00",
      "ended": "2026-08-18T08:01:43.29016658+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|StepTweenAlt|cnn|simd",
        "dtype": 13,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4744,
        "total_correct": 3542,
        "total_train": 141,
        "infer_ms": 514.754713,
        "train_ms": 1772.537168,
        "blocked_train": 1772537168,
        "duration": 3106093623,
        "avg_accuracy": 59.3815009361348,
        "soft_acc": 26.610825921780737,
        "adapt_pct": 27.799447389016017,
        "stability": 98.81137853276472,
        "consistency": 100,
        "throughput": 1527.320350188942,
        "availability": 22.504985798968086,
        "score": 91.46758983312537,
        "zero_downtime": 5.988762594684873,
        "weight_bytes": 314,
        "weight_mib": 0.0002994537353515625,
        "heap_bytes": 24958664,
        "heap_mib": 23.80243682861328,
        "mobile_score": 305448.1512001888,
        "mobile_throughput": 5100354.979362166,
        "mobile_availability": 75153.46493356292,
        "mobile_accuracy": 88864.56497374891,
        "soft_acc_blocks": [
          25.422204454545454,
          27.799447389016017
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071903248,
        "time_to_acc50_sec": 1.618274495,
        "acc_per_sec": 8.567296788716511,
        "mobile_acc_per_sec": 28609.7509475325
      },
      "started": "2026-08-18T08:01:46.028756992+10:00",
      "ended": "2026-08-18T08:01:49.135110407+10:00"
    },
    {
      "cell": {
        "id": "int4|none|StepTweenAlt|cnn|simd",
        "dtype": 14,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4344,
        "total_correct": 1149,
        "total_train": 145,
        "infer_ms": 445.665338,
        "train_ms": 1820.960408,
        "blocked_train": 1820960408,
        "duration": 3160716996,
        "avg_accuracy": 29.38782489740082,
        "soft_acc": 24.563035240629276,
        "adapt_pct": 24.680282893023257,
        "stability": 99.88275234760602,
        "consistency": 100,
        "throughput": 1374.371702843844,
        "availability": 19.66206105204984,
        "score": 66.37664181409632,
        "zero_downtime": 4.829598985249046,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 28301424,
        "heap_mib": 26.990341186523438,
        "mobile_score": 454908.193247437,
        "mobile_throughput": 9419171.128635207,
        "mobile_availability": 134752.7145732955,
        "mobile_accuracy": 168341.23686586984,
        "soft_acc_blocks": [
          24.445787588235294,
          24.680282893023257
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.073830851,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.771349118479975,
        "mobile_acc_per_sec": 53260.45864875332
      },
      "started": "2026-08-18T08:01:51.952861246+10:00",
      "ended": "2026-08-18T08:01:55.113847876+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|StepTweenAlt|cnn|simd",
        "dtype": 15,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2528,
        "total_correct": 456,
        "total_train": 107,
        "infer_ms": 430.002624,
        "train_ms": 1858.239208,
        "blocked_train": 1858239208,
        "duration": 3278834563,
        "avg_accuracy": 16.60450572634117,
        "soft_acc": 24.78546562522604,
        "adapt_pct": 24.715349607594938,
        "stability": 99.92988398236889,
        "consistency": 100,
        "throughput": 771.0056580857141,
        "availability": 18.791834760933607,
        "score": 35.91069680758323,
        "zero_downtime": 4.657643745020477,
        "weight_bytes": 161,
        "weight_mib": 0.00015354156494140625,
        "heap_bytes": 29338752,
        "heap_mib": 27.9796142578125,
        "mobile_score": 233882.57649508317,
        "mobile_throughput": 5021478.4405769305,
        "mobile_availability": 122389.23556696098,
        "mobile_accuracy": 161425.12051824236,
        "soft_acc_blocks": [
          24.855581642857143,
          24.715349607594938
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.559230314611648,
        "mobile_acc_per_sec": 49232.468859467226
      },
      "started": "2026-08-18T08:01:57.848849384+10:00",
      "ended": "2026-08-18T08:02:01.128051759+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|StepTweenAlt|cnn|simd",
        "dtype": 16,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4040,
        "total_correct": 1026,
        "total_train": 123,
        "infer_ms": 436.019748,
        "train_ms": 1836.901528,
        "blocked_train": 1836901528,
        "duration": 3218835779,
        "avg_accuracy": 26.497225848563968,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 1255.1121825963771,
        "availability": 19.18323140374352,
        "score": 60.19276859100973,
        "zero_downtime": 4.79580785093588,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 25531496,
        "heap_mib": 24.348731994628906,
        "mobile_score": 412527.4020789975,
        "mobile_throughput": 8601833.411622083,
        "mobile_availability": 131471.08530988081,
        "mobile_accuracy": 171335.9477124183,
        "soft_acc_blocks": [
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.073003768,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.766783308145898,
        "mobile_acc_per_sec": 53229.167151126756
      },
      "started": "2026-08-18T08:02:03.801213496+10:00",
      "ended": "2026-08-18T08:02:07.020621096+10:00"
    },
    {
      "cell": {
        "id": "int2|none|StepTweenAlt|cnn|simd",
        "dtype": 17,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4280,
        "total_correct": 923,
        "total_train": 138,
        "infer_ms": 497.973843,
        "train_ms": 1747.02731,
        "blocked_train": 1747027310,
        "duration": 3221562545,
        "avg_accuracy": 20.58270676691729,
        "soft_acc": 25.11113097686524,
        "adapt_pct": 25.1870609010989,
        "stability": 99.92407007576634,
        "consistency": 100,
        "throughput": 1328.547852234854,
        "availability": 22.181451547789024,
        "score": 74.00029274038718,
        "zero_downtime": 5.570013350735204,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 26354208,
        "heap_mib": 25.133331298828125,
        "mobile_score": 1007726.376110964,
        "mobile_throughput": 18091992.113052133,
        "mobile_availability": 302064.1264697977,
        "mobile_accuracy": 341960.1204571097,
        "soft_acc_blocks": [
          25.035201052631578,
          25.1870609010989
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.794705403388417,
        "mobile_acc_per_sec": 106147.28588394044
      },
      "started": "2026-08-18T08:02:09.836533079+10:00",
      "ended": "2026-08-18T08:02:13.058514634+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|StepTweenAlt|cnn|simd",
        "dtype": 18,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2784,
        "total_correct": 992,
        "total_train": 109,
        "infer_ms": 575.897023,
        "train_ms": 1654.109242,
        "blocked_train": 1654109242,
        "duration": 3183667640,
        "avg_accuracy": 44.12362928899894,
        "soft_acc": 25.937714177750266,
        "adapt_pct": 25.80539126459144,
        "stability": 99.86767708684117,
        "consistency": 100,
        "throughput": 874.4631396259692,
        "availability": 25.824906056934328,
        "score": 58.574954294226764,
        "zero_downtime": 6.698390319720143,
        "weight_bytes": 85,
        "weight_mib": 0.00008106231689453125,
        "heap_bytes": 28049720,
        "heap_mib": 26.75029754638672,
        "mobile_score": 722591.6620473309,
        "mobile_throughput": 10787541.895252239,
        "mobile_availability": 318580.90227712906,
        "mobile_accuracy": 319972.52448998427,
        "soft_acc_blocks": [
          26.07003709090909,
          25.80539126459144
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.072034289,
        "time_to_acc50_sec": 0.072034289,
        "acc_per_sec": 8.147117447771736,
        "mobile_acc_per_sec": 100504.37441076113
      },
      "started": "2026-08-18T08:02:15.940783881+10:00",
      "ended": "2026-08-18T08:02:19.124870166+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|StepTweenAlt|cnn|simd",
        "dtype": 19,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4288,
        "total_correct": 1349,
        "total_train": 144,
        "infer_ms": 437.755942,
        "train_ms": 1843.602663,
        "blocked_train": 1843602663,
        "duration": 3206808914,
        "avg_accuracy": 22.516233766233768,
        "soft_acc": 24.897401217316016,
        "adapt_pct": 25.289941672727274,
        "stability": 99.60745954458875,
        "consistency": 100,
        "throughput": 1337.154821193066,
        "availability": 19.188388052653387,
        "score": 63.88136761638277,
        "zero_downtime": 4.777409960604646,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 29497448,
        "heap_mib": 28.130958557128906,
        "mobile_score": 869928.1679183919,
        "mobile_throughput": 18209200.698536888,
        "mobile_availability": 261304.97650258543,
        "mobile_accuracy": 339049.57634868,
        "soft_acc_blocks": [
          24.504860761904762,
          25.289941672727274
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.570109236,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.763917927451544,
        "mobile_acc_per_sec": 105728.02603500559
      },
      "started": "2026-08-18T08:02:21.916507176+10:00",
      "ended": "2026-08-18T08:02:25.123574006+10:00"
    },
    {
      "cell": {
        "id": "binary|none|StepTweenAlt|cnn|simd",
        "dtype": 20,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4520,
        "total_correct": 1155,
        "total_train": 148,
        "infer_ms": 508.390392,
        "train_ms": 1798.691514,
        "blocked_train": 1798691514,
        "duration": 3243270797,
        "avg_accuracy": 17.181751287711553,
        "soft_acc": 24.756599418874174,
        "adapt_pct": 25.024131004415015,
        "stability": 99.73246841445916,
        "consistency": 100,
        "throughput": 1393.6548265352878,
        "availability": 22.03607902596935,
        "score": 76.02921980315828,
        "zero_downtime": 5.455383812085782,
        "weight_bytes": 39,
        "weight_mib": 0.00003719329833984375,
        "heap_bytes": 25493008,
        "heap_mib": 24.312026977539062,
        "mobile_score": 2044164.4919055514,
        "mobile_throughput": 37470589.83048887,
        "mobile_availability": 592474.4513008932,
        "mobile_accuracy": 665619.8972370616,
        "soft_acc_blocks": [
          24.489067833333333,
          25.024131004415015
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.6332199709545785,
        "mobile_acc_per_sec": 205231.05805804278
      },
      "started": "2026-08-18T08:02:28.076001761+10:00",
      "ended": "2026-08-18T08:02:31.319565839+10:00"
    },
    {
      "cell": {
        "id": "int|none|StepTweenAlt|cnn|simd",
        "dtype": 21,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1696,
        "total_correct": 1349,
        "total_train": 99,
        "infer_ms": 330.145289,
        "train_ms": 1904.836953,
        "blocked_train": 1904836953,
        "duration": 3139503418,
        "avg_accuracy": 45.96036585365854,
        "soft_acc": 29.173269172256095,
        "adapt_pct": 33.89113596951219,
        "stability": 95.2821332027439,
        "consistency": 100,
        "throughput": 540.2128216443942,
        "availability": 14.771718664957517,
        "score": 23.27989485805357,
        "zero_downtime": 4.309393247496451,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 28248112,
        "heap_mib": 26.939498901367188,
        "mobile_score": 9971.707120375155,
        "mobile_throughput": 231394.6894071047,
        "mobile_availability": 6327.316042004286,
        "mobile_accuracy": 12496.074303744937,
        "soft_acc_blocks": [
          24.455402375,
          33.89113596951219
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.5926647809999999,
        "time_to_acc50_sec": 1.5926647809999999,
        "acc_per_sec": 9.292319608570688,
        "mobile_acc_per_sec": 3980.2709664528666
      },
      "started": "2026-08-18T08:02:34.061997019+10:00",
      "ended": "2026-08-18T08:02:37.201816634+10:00"
    },
    {
      "cell": {
        "id": "uint|none|StepTweenAlt|cnn|simd",
        "dtype": 22,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2832,
        "total_correct": 1733,
        "total_train": 116,
        "infer_ms": 449.063588,
        "train_ms": 1849.567709,
        "blocked_train": 1849567709,
        "duration": 3172443221,
        "avg_accuracy": 42.85425101214575,
        "soft_acc": 25.75648696659919,
        "adapt_pct": 26.448572433198382,
        "stability": 99.3079145334008,
        "consistency": 100,
        "throughput": 892.6873714409024,
        "availability": 19.53612954744347,
        "score": 44.91842759131252,
        "zero_downtime": 5.03182066066521,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 27393608,
        "heap_mib": 26.12458038330078,
        "mobile_score": 19177.68124185184,
        "mobile_throughput": 381128.07540554384,
        "mobile_availability": 8340.845511539123,
        "mobile_accuracy": 10996.593679759248,
        "soft_acc_blocks": [
          25.0644015,
          26.448572433198382
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.62539495,
        "time_to_acc50_sec": 1.62539495,
        "acc_per_sec": 8.118817319126164,
        "mobile_acc_per_sec": 3466.2854190635326
      },
      "started": "2026-08-18T08:02:40.097563517+10:00",
      "ended": "2026-08-18T08:02:43.270327675+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|StepTweenAlt|cnn|simd",
        "dtype": 23,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2504,
        "total_correct": 1601,
        "total_train": 118,
        "infer_ms": 398.696512,
        "train_ms": 1841.14584,
        "blocked_train": 1841145840,
        "duration": 3140219560,
        "avg_accuracy": 33.60217642526965,
        "soft_acc": 25.58624424903698,
        "adapt_pct": 26.293945588983053,
        "stability": 99.29229866005393,
        "consistency": 100,
        "throughput": 797.3964724937896,
        "availability": 17.800204181512864,
        "score": 36.31665459611293,
        "zero_downtime": 4.5544037187091755,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 31391768,
        "heap_mib": 29.937522888183594,
        "mobile_score": 15505.200492578873,
        "mobile_throughput": 340444.13824985665,
        "mobile_availability": 7599.701506447082,
        "mobile_accuracy": 10923.909466481353,
        "soft_acc_blocks": [
          24.87854290909091,
          26.293945588983053
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.621843183,
        "time_to_acc50_sec": 1.621843183,
        "acc_per_sec": 8.147915698301357,
        "mobile_acc_per_sec": 3478.7088156604414
      },
      "started": "2026-08-18T08:02:46.024667329+10:00",
      "ended": "2026-08-18T08:02:49.165202983+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|StepTweenAlt|cnn|simd",
        "dtype": 24,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2152,
        "total_correct": 1762,
        "total_train": 108,
        "infer_ms": 403.697116,
        "train_ms": 1851.742649,
        "blocked_train": 1851742649,
        "duration": 3197002721,
        "avg_accuracy": 54.4359410430839,
        "soft_acc": 29.30673605753968,
        "adapt_pct": 33.02622889285714,
        "stability": 96.28050716468255,
        "consistency": 100,
        "throughput": 673.1304874607268,
        "availability": 17.898820543318745,
        "score": 35.30946423107778,
        "zero_downtime": 5.245560094043115,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 24874568,
        "heap_mib": 23.72223663330078,
        "mobile_score": 15124.451293123619,
        "mobile_throughput": 288328.6250080143,
        "mobile_availability": 7666.778451810048,
        "mobile_accuracy": 12553.243491940657,
        "soft_acc_blocks": [
          25.587243222222224,
          33.02622889285714
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.076869388,
        "time_to_acc50_sec": 1.638936183,
        "acc_per_sec": 9.166941230620141,
        "mobile_acc_per_sec": 3926.56640843086
      },
      "started": "2026-08-18T08:02:51.855698909+10:00",
      "ended": "2026-08-18T08:02:55.052989494+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|StepTweenAlt|cnn|simd",
        "dtype": 25,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2072,
        "total_correct": 1700,
        "total_train": 111,
        "infer_ms": 394.1388,
        "train_ms": 1871.163093,
        "blocked_train": 1871163093,
        "duration": 3175840193,
        "avg_accuracy": 58.318070818070815,
        "soft_acc": 29.491782282967037,
        "adapt_pct": 33.69484656593407,
        "stability": 95.79693571703297,
        "consistency": 100,
        "throughput": 652.4257752537361,
        "availability": 17.398952484784772,
        "score": 33.477670575205,
        "zero_downtime": 5.131261186329608,
        "weight_bytes": 4896,
        "weight_mib": 0.004669189453125,
        "heap_bytes": 25309552,
        "heap_mib": 24.137069702148438,
        "mobile_score": 7169.910519008611,
        "mobile_throughput": 139729.98564388513,
        "mobile_availability": 3726.3325164799176,
        "mobile_accuracy": 6316.253083975581,
        "soft_acc_blocks": [
          25.288718000000003,
          33.69484656593407
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.077589908,
        "time_to_acc50_sec": 1.637501653,
        "acc_per_sec": 9.286292914854812,
        "mobile_acc_per_sec": 1988.8447466272057
      },
      "started": "2026-08-18T08:02:58.052974636+10:00",
      "ended": "2026-08-18T08:03:01.229180766+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|StepTweenAlt|cnn|simd",
        "dtype": 26,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2160,
        "total_correct": 614,
        "total_train": 100,
        "infer_ms": 423.737631,
        "train_ms": 1846.736039,
        "blocked_train": 1846736039,
        "duration": 3201720734,
        "avg_accuracy": 29.9202626641651,
        "soft_acc": 24.949484503939964,
        "adapt_pct": 24.920774546341462,
        "stability": 99.9712900424015,
        "consistency": 100,
        "throughput": 674.6372277451728,
        "availability": 18.662961680590644,
        "score": 31.413219133516304,
        "zero_downtime": 4.656312732475216,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 26970192,
        "heap_mib": 25.720779418945312,
        "mobile_score": 215288.5468375555,
        "mobile_throughput": 4623584.35111191,
        "mobile_availability": 127905.4490665818,
        "mobile_accuracy": 170989.74289675392,
        "soft_acc_blocks": [
          24.97819446153846,
          24.920774546341462
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.074740953,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.792523638615372,
        "mobile_acc_per_sec": 53405.57690774348
      },
      "started": "2026-08-18T08:03:03.940342447+10:00",
      "ended": "2026-08-18T08:03:07.142453024+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|StepTweenAlt|cnn|simd",
        "dtype": 27,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1320,
        "total_correct": 594,
        "total_train": 70,
        "infer_ms": 420.287213,
        "train_ms": 1879.211679,
        "blocked_train": 1879211679,
        "duration": 3401703985,
        "avg_accuracy": 29.028799019607845,
        "soft_acc": 25.098121283088233,
        "adapt_pct": 25.55868456617647,
        "stability": 99.53943671691177,
        "consistency": 100,
        "throughput": 388.0408189015306,
        "availability": 18.27733922648048,
        "score": 17.800475286288794,
        "zero_downtime": 4.587268766383532,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 25901056,
        "heap_mib": 24.701171875,
        "mobile_score": 81152.83119041547,
        "mobile_throughput": 1769088.2161760493,
        "mobile_availability": 83326.86633367823,
        "mobile_accuracy": 114422.98966319794,
        "soft_acc_blocks": [
          24.637558,
          25.55868456617647
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.748129593,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.378102678469312,
        "mobile_acc_per_sec": 33636.96258338538
      },
      "started": "2026-08-18T08:03:10.004895462+10:00",
      "ended": "2026-08-18T08:03:13.407005853+10:00"
    },
    {
      "cell": {
        "id": "int6|none|StepTweenAlt|cnn|simd",
        "dtype": 28,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1040,
        "total_correct": 452,
        "total_train": 66,
        "infer_ms": 348.828594,
        "train_ms": 1917.152833,
        "blocked_train": 1917152833,
        "duration": 3246831668,
        "avg_accuracy": 27.067550505050505,
        "soft_acc": 25.14634461489899,
        "adapt_pct": 25.505675979797978,
        "stability": 99.64066863510101,
        "consistency": 100,
        "throughput": 320.3122632595932,
        "availability": 15.3941506246953,
        "score": 12.399499650584922,
        "zero_downtime": 3.871066166622506,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 29353664,
        "heap_mib": 27.99383544921875,
        "mobile_score": 56529.64237222493,
        "mobile_throughput": 1460311.9641725703,
        "mobile_availability": 70182.33428452391,
        "mobile_accuracy": 114642.84109092315,
        "soft_acc_blocks": [
          24.78701325,
          25.505675979797978
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.669739946,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.74488707336921,
        "mobile_acc_per_sec": 35309.142208022575
      },
      "started": "2026-08-18T08:03:16.068776444+10:00",
      "ended": "2026-08-18T08:03:19.315921966+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|StepTweenAlt|cnn|simd",
        "dtype": 29,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1208,
        "total_correct": 511,
        "total_train": 76,
        "infer_ms": 315.664,
        "train_ms": 1815.752636,
        "blocked_train": 1815752636,
        "duration": 3343279469,
        "avg_accuracy": 23.562992125984252,
        "soft_acc": 25.387575396850394,
        "adapt_pct": 25.92947639370079,
        "stability": 99.45809900314961,
        "consistency": 100,
        "throughput": 361.321873089276,
        "availability": 14.810056122692288,
        "score": 13.585392285591634,
        "zero_downtime": 3.7599141644643628,
        "weight_bytes": 238,
        "weight_mib": 0.0002269744873046875,
        "heap_bytes": 38359984,
        "heap_mib": 36.58293151855469,
        "mobile_score": 59854.270173346784,
        "mobile_throughput": 1591905.2285565573,
        "mobile_availability": 65249.87146600079,
        "mobile_accuracy": 111852.11033331008,
        "soft_acc_blocks": [
          24.8456744,
          25.92947639370079
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.709582554,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.593614483100334,
        "mobile_acc_per_sec": 33455.806303493344
      },
      "started": "2026-08-18T08:03:22.23039809+10:00",
      "ended": "2026-08-18T08:03:25.574343756+10:00"
    },
    {
      "cell": {
        "id": "int5|none|StepTweenAlt|cnn|simd",
        "dtype": 30,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1272,
        "total_correct": 454,
        "total_train": 75,
        "infer_ms": 350.953484,
        "train_ms": 1788.676059,
        "blocked_train": 1788676059,
        "duration": 3261527064,
        "avg_accuracy": 28.78787878787879,
        "soft_acc": 24.724964995454545,
        "adapt_pct": 24.90439259090909,
        "stability": 99.82057240454546,
        "consistency": 100,
        "throughput": 390.00136287080034,
        "availability": 16.40253496911077,
        "score": 15.816587286483246,
        "zero_downtime": 4.055521029479829,
        "weight_bytes": 192,
        "weight_mib": 0.00018310546875,
        "heap_bytes": 31234128,
        "heap_mib": 29.787185668945312,
        "mobile_score": 86379.65536724716,
        "mobile_throughput": 2129927.443091731,
        "mobile_availability": 89579.71097797029,
        "mobile_accuracy": 135031.27549517577,
        "soft_acc_blocks": [
          24.5455374,
          24.90439259090909
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.175348073,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.580794060660459,
        "mobile_acc_per_sec": 41401.24329662032
      },
      "started": "2026-08-18T08:03:28.285103506+10:00",
      "ended": "2026-08-18T08:03:31.546980466+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|StepTweenAlt|cnn|simd",
        "dtype": 31,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1280,
        "total_correct": 266,
        "total_train": 79,
        "infer_ms": 318.054935,
        "train_ms": 1918.777403,
        "blocked_train": 1918777403,
        "duration": 3189277201,
        "avg_accuracy": 18.640222482435597,
        "soft_acc": 24.71052012704918,
        "adapt_pct": 24.89370825409836,
        "stability": 99.81681187295082,
        "consistency": 100,
        "throughput": 401.34485632000104,
        "availability": 14.218988593681534,
        "score": 14.101596837112822,
        "zero_downtime": 3.5135860383045023,
        "weight_bytes": 200,
        "weight_mib": 0.00019073486328125,
        "heap_bytes": 29787712,
        "heap_mib": 28.40777587890625,
        "mobile_score": 73932.98002536208,
        "mobile_throughput": 2104202.920303007,
        "mobile_availability": 74548.45091804104,
        "mobile_accuracy": 129554.2917637036,
        "soft_acc_blocks": [
          24.527332,
          24.89370825409836
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.7480001171742545,
        "mobile_acc_per_sec": 40621.834854330555
      },
      "started": "2026-08-18T08:03:34.722926173+10:00",
      "ended": "2026-08-18T08:03:37.912503374+10:00"
    },
    {
      "cell": {
        "id": "int3|none|StepTweenAlt|cnn|simd",
        "dtype": 32,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1584,
        "total_correct": 322,
        "total_train": 88,
        "infer_ms": 376.190078,
        "train_ms": 1891.465664,
        "blocked_train": 1891465664,
        "duration": 3185130330,
        "avg_accuracy": 27.600931677018636,
        "soft_acc": 24.99228748136646,
        "adapt_pct": 24.819899819875776,
        "stability": 99.82761233850931,
        "consistency": 100,
        "throughput": 497.310890257982,
        "availability": 16.58938219909043,
        "score": 20.618838185744295,
        "zero_downtime": 4.146066090579313,
        "weight_bytes": 115,
        "weight_mib": 0.00010967254638671875,
        "heap_bytes": 28759328,
        "heap_mib": 27.427032470703125,
        "mobile_score": 188003.64234308703,
        "mobile_throughput": 4534506.644027424,
        "mobile_availability": 151262.85242429085,
        "mobile_accuracy": 227880.9812005332,
        "soft_acc_blocks": [
          25.164675142857142,
          24.819899819875776
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.072634028,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.846550970291524,
        "mobile_acc_per_sec": 71545.26113238613
      },
      "started": "2026-08-18T08:03:40.808005612+10:00",
      "ended": "2026-08-18T08:03:43.99357917+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|StepTweenAlt|cnn|simd",
        "dtype": 33,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1824,
        "total_correct": 503,
        "total_train": 97,
        "infer_ms": 406.043848,
        "train_ms": 1905.314664,
        "blocked_train": 1905314664,
        "duration": 3144793086,
        "avg_accuracy": 25.999663978494624,
        "soft_acc": 24.359742569892475,
        "adapt_pct": 24.56094363978495,
        "stability": 99.79879893010752,
        "consistency": 100,
        "throughput": 580.0063629369096,
        "availability": 17.5673244064874,
        "score": 24.820531303320593,
        "zero_downtime": 4.279355001838223,
        "weight_bytes": 123,
        "weight_mib": 0.00011730194091796875,
        "heap_bytes": 26655528,
        "heap_mib": 25.420692443847656,
        "mobile_score": 211595.23115374547,
        "mobile_throughput": 4944558.959536039,
        "mobile_availability": 149761.58338908077,
        "mobile_accuracy": 207667.00345502092,
        "soft_acc_blocks": [
          24.1585415,
          24.56094363978495
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.5794294770000001,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.746055751119925,
        "mobile_acc_per_sec": 66035.18825436037
      },
      "started": "2026-08-18T08:03:46.751541153+10:00",
      "ended": "2026-08-18T08:03:49.896660436+10:00"
    },
    {
      "cell": {
        "id": "float64|none|StepTweenAlt|bicameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 552,
        "total_correct": 162,
        "total_train": 32,
        "infer_ms": 311.811557,
        "train_ms": 1967.762709,
        "blocked_train": 1967762709,
        "duration": 3395344245,
        "avg_accuracy": 23.491379310344826,
        "soft_acc": 25.05152726724138,
        "adapt_pct": 25.102424534482758,
        "stability": 99.94910273275862,
        "consistency": 100,
        "throughput": 162.5755623492015,
        "availability": 13.678499606294467,
        "score": 5.570932994920639,
        "zero_downtime": 3.426673058620363,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 26978384,
        "heap_mib": 25.728591918945312,
        "mobile_score": 46.045739028265736,
        "mobile_throughput": 1343.7447413440875,
        "mobile_availability": 113.05765546703421,
        "mobile_accuracy": 207.05976680362355,
        "soft_acc_blocks": [
          25.00063,
          25.102424534482758
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.8002684329999998,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.378199516627033,
        "mobile_acc_per_sec": 60.983438456510186
      },
      "started": "2026-08-18T08:03:52.79886433+10:00",
      "ended": "2026-08-18T08:03:56.19723654+10:00"
    },
    {
      "cell": {
        "id": "float32|none|StepTweenAlt|bicameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1216,
        "total_correct": 454,
        "total_train": 53,
        "infer_ms": 289.109032,
        "train_ms": 1878.467658,
        "blocked_train": 1878467658,
        "duration": 3269353717,
        "avg_accuracy": 30.600110619469028,
        "soft_acc": 25.398322956858408,
        "adapt_pct": 25.794752663716814,
        "stability": 99.60357029314159,
        "consistency": 100,
        "throughput": 371.93895346258734,
        "availability": 13.337891726451442,
        "score": 12.599807023711548,
        "zero_downtime": 3.3876008163202345,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 26903456,
        "heap_mib": 25.657135009765625,
        "mobile_score": 208.2837566164611,
        "mobile_throughput": 6148.4149966260875,
        "mobile_availability": 220.48482083105606,
        "mobile_accuracy": 419.85231259948864,
        "soft_acc_blocks": [
          25.00189325,
          25.794752663716814
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.076084077,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.768606628518687,
        "mobile_acc_per_sec": 128.42058368182637
      },
      "started": "2026-08-18T08:03:59.058169024+10:00",
      "ended": "2026-08-18T08:04:02.330130654+10:00"
    },
    {
      "cell": {
        "id": "float16|none|StepTweenAlt|bicameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 280,
        "total_correct": 68,
        "total_train": 19,
        "infer_ms": 293.610382,
        "train_ms": 2036.867107,
        "blocked_train": 2036867107,
        "duration": 3426773111,
        "avg_accuracy": 30.555555555555557,
        "soft_acc": 25.063313407407406,
        "adapt_pct": 25.128798814814814,
        "stability": 99.93451459259259,
        "consistency": 100,
        "throughput": 81.7095240712597,
        "availability": 12.59872208102672,
        "score": 2.580106670327117,
        "zero_downtime": 3.1576572004959673,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 32570400,
        "heap_mib": 31.061553955078125,
        "mobile_score": 85.3019905393154,
        "mobile_throughput": 2701.4329017702485,
        "mobile_availability": 416.531643487031,
        "mobile_accuracy": 828.628733745921,
        "soft_acc_blocks": [
          24.997828,
          25.128798814814814
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.070788197,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.313969322028862,
        "mobile_acc_per_sec": 241.81021237910633
      },
      "started": "2026-08-18T08:04:05.211722591+10:00",
      "ended": "2026-08-18T08:04:08.653338549+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|StepTweenAlt|bicameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 384,
        "total_correct": 97,
        "total_train": 25,
        "infer_ms": 267.238174,
        "train_ms": 1985.194098,
        "blocked_train": 1985194098,
        "duration": 3375319578,
        "avg_accuracy": 30.729166666666664,
        "soft_acc": 24.995914652777778,
        "adapt_pct": 24.989982805555556,
        "stability": 99.99406815277777,
        "consistency": 100,
        "throughput": 113.76700520533645,
        "availability": 11.864426616597509,
        "score": 3.3738992795083034,
        "zero_downtime": 2.9656219511261632,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 47560376,
        "heap_mib": 45.35710906982422,
        "mobile_score": 111.54590146644277,
        "mobile_throughput": 3761.2987530013515,
        "mobile_availability": 392.2547926575025,
        "mobile_accuracy": 826.4004352046636,
        "soft_acc_blocks": [
          25.0018465,
          24.989982805555556
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.147527845,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.40549570941332,
        "mobile_acc_per_sec": 244.83620472297204
      },
      "started": "2026-08-18T08:04:11.650878108+10:00",
      "ended": "2026-08-18T08:04:15.031556742+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|StepTweenAlt|bicameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 280,
        "total_correct": 67,
        "total_train": 20,
        "infer_ms": 267.92296,
        "train_ms": 1955.895016,
        "blocked_train": 1955895016,
        "duration": 3374643848,
        "avg_accuracy": 18.958333333333336,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 82.97171867957071,
        "availability": 12.047881746235152,
        "score": 2.4990836373333956,
        "zero_downtime": 3.011970436558788,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 38434600,
        "heap_mib": 36.654090881347656,
        "mobile_score": 165.24650801491376,
        "mobile_throughput": 5486.325695935776,
        "mobile_availability": 796.6401595371592,
        "mobile_accuracy": 1653.0710051708916,
        "soft_acc_blocks": [
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.765132587,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.408189167818814,
        "mobile_acc_per_sec": 489.8505085656943
      },
      "started": "2026-08-18T08:04:17.843471156+10:00",
      "ended": "2026-08-18T08:04:21.229042856+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|StepTweenAlt|bicameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 272,
        "total_correct": 51,
        "total_train": 18,
        "infer_ms": 266.320933,
        "train_ms": 1949.702834,
        "blocked_train": 1949702834,
        "duration": 3300506956,
        "avg_accuracy": 18.75,
        "soft_acc": 24.966736375,
        "adapt_pct": 24.93431075,
        "stability": 99.967574375,
        "consistency": 100,
        "throughput": 82.41158210726704,
        "availability": 12.017963749573811,
        "score": 2.47275402180298,
        "zero_downtime": 3.0004933269991585,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 42021168,
        "heap_mib": 40.07450866699219,
        "mobile_score": 163.50551905448867,
        "mobile_throughput": 5449.287874871336,
        "mobile_availability": 794.6618966246127,
        "mobile_accuracy": 1650.8715198103166,
        "soft_acc_blocks": [
          24.999162,
          24.93431075
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.564515605583835,
        "mobile_acc_per_sec": 500.18725663013464
      },
      "started": "2026-08-18T08:04:23.922268973+10:00",
      "ended": "2026-08-18T08:04:27.228424256+10:00"
    },
    {
      "cell": {
        "id": "int64|none|StepTweenAlt|bicameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 280,
        "total_correct": 81,
        "total_train": 17,
        "infer_ms": 331.755022,
        "train_ms": 2006.078134,
        "blocked_train": 2006078134,
        "duration": 3333607176,
        "avg_accuracy": 21.75925925925926,
        "soft_acc": 25.13129725,
        "adapt_pct": 25.261395,
        "stability": 99.86990225,
        "consistency": 100,
        "throughput": 83.99309973167637,
        "availability": 14.190705660434222,
        "score": 2.995452989122567,
        "zero_downtime": 3.5663084213963,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 25930832,
        "heap_mib": 24.729568481445312,
        "mobile_score": 24.75848241835497,
        "mobile_throughput": 694.232789004306,
        "mobile_availability": 117.29122035089131,
        "mobile_accuracy": 207.71909403152983,
        "soft_acc_blocks": [
          25.0011995,
          25.261395
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.661047397,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.538769843948764,
        "mobile_acc_per_sec": 62.31060921844195
      },
      "started": "2026-08-18T08:04:30.150221245+10:00",
      "ended": "2026-08-18T08:04:33.48743498+10:00"
    },
    {
      "cell": {
        "id": "int32|none|StepTweenAlt|bicameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 240,
        "total_correct": 84,
        "total_train": 18,
        "infer_ms": 280.166438,
        "train_ms": 2023.715508,
        "blocked_train": 2023715508,
        "duration": 3287165303,
        "avg_accuracy": 45.57291666666667,
        "soft_acc": 24.994703520833333,
        "adapt_pct": 24.986880041666666,
        "stability": 99.99217652083334,
        "consistency": 100,
        "throughput": 73.01123548029857,
        "availability": 12.160624744094418,
        "score": 2.219185337562561,
        "zero_downtime": 3.0395121010674973,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 26502720,
        "heap_mib": 25.27496337890625,
        "mobile_score": 36.68470936625047,
        "mobile_throughput": 1206.9275642418581,
        "mobile_availability": 201.0237616922618,
        "mobile_accuracy": 413.1801967313238,
        "soft_acc_blocks": [
          25.002527,
          24.986880041666666
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.072012935,
        "time_to_acc50_sec": 0.072012935,
        "acc_per_sec": 7.603725768832542,
        "mobile_acc_per_sec": 125.69498599727822
      },
      "started": "2026-08-18T08:04:36.266215472+10:00",
      "ended": "2026-08-18T08:04:39.556759938+10:00"
    },
    {
      "cell": {
        "id": "int16|none|StepTweenAlt|bicameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 248,
        "total_correct": 56,
        "total_train": 18,
        "infer_ms": 289.600592,
        "train_ms": 2043.410118,
        "blocked_train": 2043410118,
        "duration": 3226604385,
        "avg_accuracy": 15.340909090909092,
        "soft_acc": 25.000811886363635,
        "adapt_pct": 25.00397927272727,
        "stability": 99.99683261363637,
        "consistency": 100,
        "throughput": 76.86098771603821,
        "availability": 12.413170276445065,
        "score": 2.385298781483906,
        "zero_downtime": 3.1033933499480355,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 26472912,
        "heap_mib": 25.246536254882812,
        "mobile_score": 78.86136508681008,
        "mobile_throughput": 2541.1334044435766,
        "mobile_availability": 410.39703732480956,
        "mobile_accuracy": 826.5623447015902,
        "soft_acc_blocks": [
          24.9976445,
          25.00397927272727
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.748335061648295,
        "mobile_acc_per_sec": 256.1709605751962
      },
      "started": "2026-08-18T08:04:42.51294126+10:00",
      "ended": "2026-08-18T08:04:45.743213193+10:00"
    },
    {
      "cell": {
        "id": "int8|none|StepTweenAlt|bicameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1152,
        "total_correct": 279,
        "total_train": 44,
        "infer_ms": 282.988419,
        "train_ms": 1922.417031,
        "blocked_train": 1922417031,
        "duration": 3493429847,
        "avg_accuracy": 15.729166666666666,
        "soft_acc": 24.9999441125,
        "adapt_pct": 25.000184224999998,
        "stability": 99.9997598875,
        "consistency": 100,
        "throughput": 329.76188171898906,
        "availability": 12.83158246480256,
        "score": 10.578393299513104,
        "zero_downtime": 3.2078884449499903,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 25611976,
        "heap_mib": 24.42548370361328,
        "mobile_score": 699.473409788766,
        "mobile_throughput": 21804.79221121016,
        "mobile_availability": 848.4606769209743,
        "mobile_accuracy": 1653.0673097306596,
        "soft_acc_blocks": [
          24.999704,
          25.000184224999998
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.7436088600000001,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.1562748380273975,
        "mobile_acc_per_sec": 473.1932175910844
      },
      "started": "2026-08-18T08:04:48.839534087+10:00",
      "ended": "2026-08-18T08:04:52.336167992+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|StepTweenAlt|bicameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 256,
        "total_correct": 64,
        "total_train": 17,
        "infer_ms": 325.066646,
        "train_ms": 1971.836191,
        "blocked_train": 1971836191,
        "duration": 3257768408,
        "avg_accuracy": 27.864583333333336,
        "soft_acc": 24.988685187499996,
        "adapt_pct": 24.976473374999998,
        "stability": 99.9877881875,
        "consistency": 100,
        "throughput": 78.58139927054016,
        "availability": 14.15238993846913,
        "score": 2.779028174145329,
        "zero_downtime": 3.5364961682314755,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 29770440,
        "heap_mib": 28.39130401611328,
        "mobile_score": 22.966033910757957,
        "mobile_throughput": 649.4007859265622,
        "mobile_availability": 116.95608927934339,
        "mobile_accuracy": 206.50779892790263,
        "soft_acc_blocks": [
          25.000897,
          24.976473374999998
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071870435,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.670491593612383,
        "mobile_acc_per_sec": 63.38934296888259
      },
      "started": "2026-08-18T08:04:55.369597658+10:00",
      "ended": "2026-08-18T08:04:58.630535229+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|StepTweenAlt|bicameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 248,
        "total_correct": 52,
        "total_train": 18,
        "infer_ms": 293.511109,
        "train_ms": 2042.871833,
        "blocked_train": 2042871833,
        "duration": 3272879223,
        "avg_accuracy": 23.177083333333336,
        "soft_acc": 25.0087734375,
        "adapt_pct": 25.020263375,
        "stability": 99.9885100625,
        "consistency": 100,
        "throughput": 75.77425963573359,
        "availability": 12.562628485412045,
        "score": 2.380644845862254,
        "zero_downtime": 3.141759295711536,
        "weight_bytes": 63452,
        "weight_mib": 0.060512542724609375,
        "heap_bytes": 26754248,
        "heap_mib": 25.51483917236328,
        "mobile_score": 39.34134542480708,
        "mobile_throughput": 1252.2074965611641,
        "mobile_availability": 207.60371188803222,
        "mobile_accuracy": 413.28247519384735,
        "soft_acc_blocks": [
          24.9972835,
          25.020263375
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.069527834,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.641214885582107,
        "mobile_acc_per_sec": 126.27489346063392
      },
      "started": "2026-08-18T08:05:01.528377243+10:00",
      "ended": "2026-08-18T08:05:04.804889846+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|StepTweenAlt|bicameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 216,
        "total_correct": 68,
        "total_train": 17,
        "infer_ms": 245.333665,
        "train_ms": 2010.358747,
        "blocked_train": 2010358747,
        "duration": 3217872933,
        "avg_accuracy": 46.02272727272727,
        "soft_acc": 25.020238136363638,
        "adapt_pct": 25.037375772727273,
        "stability": 99.98286236363636,
        "consistency": 100,
        "throughput": 67.125086818958,
        "availability": 10.87620207856602,
        "score": 1.8266425395047121,
        "zero_downtime": 2.7212516602493504,
        "weight_bytes": 31736,
        "weight_mib": 0.03026580810546875,
        "heap_bytes": 32809720,
        "heap_mib": 31.28978729248047,
        "mobile_score": 60.353337771102,
        "mobile_throughput": 2217.8521249141572,
        "mobile_availability": 359.3560773485771,
        "mobile_accuracy": 826.6833004813346,
        "soft_acc_blocks": [
          25.0031005,
          25.037375772727273
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071447779,
        "time_to_acc50_sec": 0.071447779,
        "acc_per_sec": 7.775396560807468,
        "mobile_acc_per_sec": 256.9036496138534
      },
      "started": "2026-08-18T08:05:07.645264168+10:00",
      "ended": "2026-08-18T08:05:10.866457201+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|StepTweenAlt|bicameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 424,
        "total_correct": 96,
        "total_train": 35,
        "infer_ms": 198.743774,
        "train_ms": 2006.588543,
        "blocked_train": 2006588543,
        "duration": 3208970443,
        "avg_accuracy": 22.916666666666664,
        "soft_acc": 25.005004809523808,
        "adapt_pct": 25.009949119047615,
        "stability": 99.99505569047619,
        "consistency": 100,
        "throughput": 132.12960590675033,
        "availability": 9.011964884746213,
        "score": 2.97746436804459,
        "zero_downtime": 2.2534422528633873,
        "weight_bytes": 15878,
        "weight_mib": 0.015142440795898438,
        "heap_bytes": 26502392,
        "heap_mib": 25.27465057373047,
        "mobile_score": 196.63041171348556,
        "mobile_throughput": 8725.779924630095,
        "mobile_availability": 595.1461198505885,
        "mobile_accuracy": 1651.3193048967903,
        "soft_acc_blocks": [
          25.0000605,
          25.009949119047615
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.070117937,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.792220356553719,
        "mobile_acc_per_sec": 514.5947381656174
      },
      "started": "2026-08-18T08:05:13.737035495+10:00",
      "ended": "2026-08-18T08:05:16.949507601+10:00"
    },
    {
      "cell": {
        "id": "int4|none|StepTweenAlt|bicameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 536,
        "total_correct": 133,
        "total_train": 28,
        "infer_ms": 172.415216,
        "train_ms": 1995.024337,
        "blocked_train": 1995024337,
        "duration": 3327847748,
        "avg_accuracy": 41.125,
        "soft_acc": 25.002068440000002,
        "adapt_pct": 25.00058438,
        "stability": 99.99851594,
        "consistency": 100,
        "throughput": 161.06506084063795,
        "availability": 7.954787747660891,
        "score": 3.203360947848339,
        "zero_downtime": 1.9888614769269106,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 29833064,
        "heap_mib": 28.451026916503906,
        "mobile_score": 423.6306481587867,
        "mobile_throughput": 21300.158561739536,
        "mobile_availability": 1051.9863182357506,
        "mobile_accuracy": 3306.4155525969786,
        "soft_acc_blocks": [
          25.0035525,
          25.00058438
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.068520127,
        "time_to_acc50_sec": 0.068520127,
        "acc_per_sec": 7.512984467220885,
        "mobile_acc_per_sec": 993.55974280497
      },
      "started": "2026-08-18T08:05:19.74292208+10:00",
      "ended": "2026-08-18T08:05:23.074172897+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|StepTweenAlt|bicameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 216,
        "total_correct": 39,
        "total_train": 16,
        "infer_ms": 294.65486,
        "train_ms": 1975.154884,
        "blocked_train": 1975154884,
        "duration": 3266809382,
        "avg_accuracy": 30.625,
        "soft_acc": 25.0007685,
        "adapt_pct": 24.9988025,
        "stability": 99.998034,
        "consistency": 100,
        "throughput": 66.11956032395159,
        "availability": 12.981478327815301,
        "score": 2.1458900611079224,
        "zero_downtime": 3.2454693446147744,
        "weight_bytes": 7949,
        "weight_mib": 0.007580757141113281,
        "heap_bytes": 29620040,
        "heap_mib": 28.24787139892578,
        "mobile_score": 283.0706776596177,
        "mobile_throughput": 8722.025926059612,
        "mobile_availability": 1712.4250369942454,
        "mobile_accuracy": 3297.925000711536,
        "soft_acc_blocks": [
          25.0027345,
          24.9988025
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.0732446,
        "time_to_acc50_sec": 0.0732446,
        "acc_per_sec": 7.652962134170827,
        "mobile_acc_per_sec": 1009.5247732796967
      },
      "started": "2026-08-18T08:05:25.899461661+10:00",
      "ended": "2026-08-18T08:05:29.169834216+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|StepTweenAlt|bicameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 304,
        "total_correct": 84,
        "total_train": 21,
        "infer_ms": 212.988498,
        "train_ms": 1996.200741,
        "blocked_train": 1996200741,
        "duration": 3384456949,
        "avg_accuracy": 26.29310344827586,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 89.8223864510442,
        "availability": 9.64102550564705,
        "score": 2.164949796881508,
        "zero_downtime": 2.4102563764117626,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 29626216,
        "heap_mib": 28.253761291503906,
        "mobile_score": 286.30525895003456,
        "mobile_throughput": 11878.622612598072,
        "mobile_availability": 1274.983977879854,
        "mobile_accuracy": 3306.142010341783,
        "soft_acc_blocks": [
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.076092357,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.386709412092451,
        "mobile_acc_per_sec": 976.8604122202363
      },
      "started": "2026-08-18T08:05:32.121655953+10:00",
      "ended": "2026-08-18T08:05:35.514905704+10:00"
    },
    {
      "cell": {
        "id": "int2|none|StepTweenAlt|bicameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 808,
        "total_correct": 154,
        "total_train": 34,
        "infer_ms": 217.43797,
        "train_ms": 1899.643827,
        "blocked_train": 1899643827,
        "duration": 3559601687,
        "avg_accuracy": 18.201013513513516,
        "soft_acc": 24.999448459459458,
        "adapt_pct": 24.99864441891892,
        "stability": 99.99919595945946,
        "consistency": 100,
        "throughput": 226.99168925301166,
        "availability": 10.270645674065092,
        "score": 5.828249444717204,
        "zero_downtime": 2.567604771741605,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 41598064,
        "heap_mib": 39.67100524902344,
        "mobile_score": 1541.3272357487483,
        "mobile_throughput": 60029.76987393845,
        "mobile_availability": 2716.1544913817092,
        "mobile_accuracy": 6611.304329842664,
        "soft_acc_blocks": [
          25.0002525,
          24.99864441891892
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.023102767582057,
        "mobile_acc_per_sec": 1857.315764847446
      },
      "started": "2026-08-18T08:05:38.57016867+10:00",
      "ended": "2026-08-18T08:05:42.133256603+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|StepTweenAlt|bicameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 248,
        "total_correct": 44,
        "total_train": 16,
        "infer_ms": 324.792267,
        "train_ms": 2067.421696,
        "blocked_train": 2067421696,
        "duration": 3328807691,
        "avg_accuracy": 11.363636363636363,
        "soft_acc": 24.99823765909091,
        "adapt_pct": 24.997300318181818,
        "stability": 99.99906265909091,
        "consistency": 100,
        "throughput": 74.50114966704454,
        "availability": 13.577057571919207,
        "score": 2.528587733598547,
        "zero_downtime": 3.394025118939961,
        "weight_bytes": 3985,
        "weight_mib": 0.0038003921508789062,
        "heap_bytes": 28585144,
        "heap_mib": 27.26091766357422,
        "mobile_score": 665.3491621946877,
        "mobile_throughput": 19603.542663305117,
        "mobile_availability": 3572.541209669449,
        "mobile_accuracy": 6577.804780832851,
        "soft_acc_blocks": [
          24.999175,
          24.997300318181818
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.509667117952747,
        "mobile_acc_per_sec": 1976.0242679735056
      },
      "started": "2026-08-18T08:05:45.073897102+10:00",
      "ended": "2026-08-18T08:05:48.406281767+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|StepTweenAlt|bicameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 720,
        "total_correct": 145,
        "total_train": 35,
        "infer_ms": 196.112628,
        "train_ms": 1948.910591,
        "blocked_train": 1948910591,
        "duration": 3373695397,
        "avg_accuracy": 18.107876712328768,
        "soft_acc": 24.997311328767125,
        "adapt_pct": 24.996077657534247,
        "stability": 99.99876632876712,
        "consistency": 100,
        "throughput": 213.41582901652814,
        "availability": 9.142680893283142,
        "score": 4.87745744408288,
        "zero_downtime": 2.2854244066896943,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 29437008,
        "heap_mib": 28.073318481445312,
        "mobile_score": 1289.8826776511098,
        "mobile_throughput": 56439.52492480076,
        "mobile_availability": 2417.8551728512643,
        "mobile_accuracy": 6610.7391485178605,
        "soft_acc_blocks": [
          24.998545,
          24.996077657534247
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.40947488946262,
        "mobile_acc_per_sec": 1959.4949663791062
      },
      "started": "2026-08-18T08:05:51.31459845+10:00",
      "ended": "2026-08-18T08:05:54.691572384+10:00"
    },
    {
      "cell": {
        "id": "binary|none|StepTweenAlt|bicameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 544,
        "total_correct": 333,
        "total_train": 26,
        "infer_ms": 166.987877,
        "train_ms": 1973.314622,
        "blocked_train": 1973314622,
        "duration": 3680101436,
        "avg_accuracy": 64.48412698412699,
        "soft_acc": 25.023479904761906,
        "adapt_pct": 25.028057476190476,
        "stability": 99.99542242857143,
        "consistency": 100,
        "throughput": 147.8220123712916,
        "availability": 7.802068963523647,
        "score": 2.8860018157070026,
        "zero_downtime": 1.9523491592430053,
        "weight_bytes": 1983,
        "weight_mib": 0.0018911361694335938,
        "heap_bytes": 26476704,
        "heap_mib": 25.250152587890625,
        "mobile_score": 1526.0676953639868,
        "mobile_throughput": 78165.71580647476,
        "mobile_availability": 4125.598721883899,
        "mobile_accuracy": 13231.982079987705,
        "soft_acc_blocks": [
          25.018902333333333,
          25.028057476190476
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.070934082,
        "time_to_acc50_sec": 0.070934082,
        "acc_per_sec": 6.799671242747208,
        "mobile_acc_per_sec": 3595.548196185021
      },
      "started": "2026-08-18T08:05:57.548603293+10:00",
      "ended": "2026-08-18T08:06:01.231529778+10:00"
    },
    {
      "cell": {
        "id": "int|none|StepTweenAlt|bicameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 224,
        "total_correct": 41,
        "total_train": 14,
        "infer_ms": 329.970542,
        "train_ms": 1964.525204,
        "blocked_train": 1964525204,
        "duration": 3364928270,
        "avg_accuracy": 21.022727272727273,
        "soft_acc": 24.942601590909092,
        "adapt_pct": 24.886332681818182,
        "stability": 99.9437310909091,
        "consistency": 100,
        "throughput": 66.56902674481081,
        "availability": 14.380961157815978,
        "score": 2.387821567514078,
        "zero_downtime": 3.5869858465374267,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 44869240,
        "heap_mib": 42.79064178466797,
        "mobile_score": 19.736192993896157,
        "mobile_throughput": 550.2166397714619,
        "mobile_availability": 118.86374958237205,
        "mobile_accuracy": 206.15945741730587,
        "soft_acc_blocks": [
          24.9988705,
          24.886332681818182
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.134267027,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.41252103745709,
        "mobile_acc_per_sec": 61.26711801119786
      },
      "started": "2026-08-18T08:06:04.184781144+10:00",
      "ended": "2026-08-18T08:06:07.557401176+10:00"
    },
    {
      "cell": {
        "id": "uint|none|StepTweenAlt|bicameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 216,
        "total_correct": 48,
        "total_train": 14,
        "infer_ms": 313.583113,
        "train_ms": 1975.954668,
        "blocked_train": 1975954668,
        "duration": 3398879218,
        "avg_accuracy": 15.277777777777779,
        "soft_acc": 24.997755555555557,
        "adapt_pct": 24.99556461111111,
        "stability": 99.99780905555555,
        "consistency": 100,
        "throughput": 63.550360617727605,
        "availability": 13.696350224150331,
        "score": 2.175824631489542,
        "zero_downtime": 3.4237801490658852,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 25970888,
        "heap_mib": 24.76776885986328,
        "mobile_score": 17.9811283439108,
        "mobile_throughput": 525.1834978018848,
        "mobile_availability": 113.18735327258486,
        "mobile_accuracy": 206.58275692303383,
        "soft_acc_blocks": [
          24.9999465,
          24.99556461111111
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.354705463839627,
        "mobile_acc_per_sec": 60.77966990677391
      },
      "started": "2026-08-18T08:06:10.395481012+10:00",
      "ended": "2026-08-18T08:06:13.798032986+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|StepTweenAlt|bicameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 168,
        "total_correct": 35,
        "total_train": 14,
        "infer_ms": 238.514923,
        "train_ms": 1976.414406,
        "blocked_train": 1976414406,
        "duration": 3308139534,
        "avg_accuracy": 23.660714285714285,
        "soft_acc": 25.021110642857145,
        "adapt_pct": 25.04098528571429,
        "stability": 99.98012535714285,
        "consistency": 100,
        "throughput": 50.783831296518706,
        "availability": 10.768511657556367,
        "score": 1.3683201682012032,
        "zero_downtime": 2.694401216426148,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 25768776,
        "heap_mib": 24.57501983642578,
        "mobile_score": 11.307869303393216,
        "mobile_throughput": 419.6802330126604,
        "mobile_availability": 88.99154250996048,
        "mobile_accuracy": 206.77576458375032,
        "soft_acc_blocks": [
          25.001236,
          25.04098528571429
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071941268,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.563499177014202,
        "mobile_acc_per_sec": 62.505152052558586
      },
      "started": "2026-08-18T08:06:16.666106068+10:00",
      "ended": "2026-08-18T08:06:19.978123774+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|StepTweenAlt|bicameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 240,
        "total_correct": 59,
        "total_train": 15,
        "infer_ms": 351.810152,
        "train_ms": 1983.261948,
        "blocked_train": 1983261948,
        "duration": 3332711482,
        "avg_accuracy": 27.581521739130437,
        "soft_acc": 25.01558356521739,
        "adapt_pct": 25.03068113043478,
        "stability": 99.98490243478261,
        "consistency": 100,
        "throughput": 72.0134344950776,
        "availability": 15.066350713538993,
        "score": 2.7141399356026756,
        "zero_downtime": 3.768935552974073,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 26018776,
        "heap_mib": 24.813438415527344,
        "mobile_score": 22.43333015760587,
        "mobile_throughput": 595.2166027329305,
        "mobile_availability": 124.52873759143542,
        "mobile_accuracy": 206.76267934545174,
        "soft_acc_blocks": [
          25.000486,
          25.03068113043478
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.07210184,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.50607536845801,
        "mobile_acc_per_sec": 62.04037777112677
      },
      "started": "2026-08-18T08:06:22.927728476+10:00",
      "ended": "2026-08-18T08:06:26.262950112+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|StepTweenAlt|bicameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 200,
        "total_correct": 60,
        "total_train": 15,
        "infer_ms": 281.557582,
        "train_ms": 1980.131695,
        "blocked_train": 1980131695,
        "duration": 3392069171,
        "avg_accuracy": 38.75,
        "soft_acc": 25.146543125,
        "adapt_pct": 25.29091675,
        "stability": 99.855626375,
        "consistency": 100,
        "throughput": 58.96106179374843,
        "availability": 12.448994866946085,
        "score": 1.8457712417006806,
        "zero_downtime": 3.130491862845634,
        "weight_bytes": 253728,
        "weight_mib": 0.241973876953125,
        "heap_bytes": 23847856,
        "heap_mib": 22.743087768554688,
        "mobile_score": 7.627977304584173,
        "mobile_throughput": 243.66705421333694,
        "mobile_availability": 51.44768114517459,
        "mobile_accuracy": 103.92255330054232,
        "soft_acc_blocks": [
          25.0021695,
          25.29091675
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.068065023,
        "time_to_acc50_sec": 0.068065023,
        "acc_per_sec": 7.413334415461423,
        "mobile_acc_per_sec": 30.636920434586948
      },
      "started": "2026-08-18T08:06:29.578217136+10:00",
      "ended": "2026-08-18T08:06:32.973591355+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|StepTweenAlt|bicameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 224,
        "total_correct": 67,
        "total_train": 13,
        "infer_ms": 387.579799,
        "train_ms": 2112.162996,
        "blocked_train": 2112162996,
        "duration": 3309638228,
        "avg_accuracy": 31.696428571428573,
        "soft_acc": 25.001025047619045,
        "adapt_pct": 25.001096095238093,
        "stability": 99.99992895238096,
        "consistency": 100,
        "throughput": 67.68111333284975,
        "availability": 15.504787123508839,
        "score": 2.623560702845418,
        "zero_downtime": 3.8763557123284573,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 25632712,
        "heap_mib": 24.44525909423828,
        "mobile_score": 346.9545702543621,
        "mobile_throughput": 8950.534883857517,
        "mobile_availability": 2050.4411228175563,
        "mobile_accuracy": 3306.2775684616204,
        "soft_acc_blocks": [
          25.000954,
          25.001096095238093
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071910122,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.554005400380892,
        "mobile_acc_per_sec": 998.9845840219189
      },
      "started": "2026-08-18T08:06:35.935816145+10:00",
      "ended": "2026-08-18T08:06:39.254725715+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|StepTweenAlt|bicameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 120,
        "total_correct": 22,
        "total_train": 7,
        "infer_ms": 399.383588,
        "train_ms": 2196.646952,
        "blocked_train": 2196646952,
        "duration": 3352306769,
        "avg_accuracy": 27.272727272727273,
        "soft_acc": 25.002057999999998,
        "adapt_pct": 25.000913,
        "stability": 99.998855,
        "consistency": 100,
        "throughput": 35.79624666503783,
        "availability": 15.384394823028542,
        "score": 1.3768723144928599,
        "zero_downtime": 3.8464153166025934,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 28624496,
        "heap_mib": 27.298446655273438,
        "mobile_score": 121.38517437713679,
        "mobile_throughput": 3155.7999952109217,
        "mobile_availability": 1356.2894893183097,
        "mobile_accuracy": 2204.1834512702203,
        "soft_acc_blocks": [
          25.003203,
          25.000913
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.069257833,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.458165294179853,
        "mobile_acc_per_sec": 657.5124543055266
      },
      "started": "2026-08-18T08:06:42.180357214+10:00",
      "ended": "2026-08-18T08:06:45.53739304+10:00"
    },
    {
      "cell": {
        "id": "int6|none|StepTweenAlt|bicameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 120,
        "total_correct": 30,
        "total_train": 7,
        "infer_ms": 402.77884,
        "train_ms": 2180.431142,
        "blocked_train": 2180431142,
        "duration": 3339146836,
        "avg_accuracy": 25,
        "soft_acc": 24.999430454545454,
        "adapt_pct": 25.00018590909091,
        "stability": 99.99924454545454,
        "consistency": 100,
        "throughput": 35.93732348223096,
        "availability": 15.592183477401877,
        "score": 1.40082143956782,
        "zero_downtime": 3.897957064778209,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 26323208,
        "heap_mib": 25.10376739501953,
        "mobile_score": 123.49653117675017,
        "mobile_throughput": 3168.2373388013966,
        "mobile_availability": 1374.6081538591013,
        "mobile_accuracy": 2203.9518066508704,
        "soft_acc_blocks": [
          24.998675,
          25.00018590909091
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.07452663,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.486771825971134,
        "mobile_acc_per_sec": 660.034408457164
      },
      "started": "2026-08-18T08:06:48.537671116+10:00",
      "ended": "2026-08-18T08:06:51.881859508+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|StepTweenAlt|bicameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 80,
        "total_correct": 18,
        "total_train": 7,
        "infer_ms": 265.099893,
        "train_ms": 2032.959754,
        "blocked_train": 2032959754,
        "duration": 3572779107,
        "avg_accuracy": 25,
        "soft_acc": 25.005785857142858,
        "adapt_pct": 25.007213714285715,
        "stability": 99.99857214285714,
        "consistency": 100,
        "throughput": 22.391532642826775,
        "availability": 11.535814283414028,
        "score": 0.6459108565511907,
        "zero_downtime": 2.884621016588211,
        "weight_bytes": 11914,
        "weight_mib": 0.011362075805664062,
        "heap_bytes": 25507760,
        "heap_mib": 24.326095581054688,
        "mobile_score": 56.84796225608707,
        "mobile_throughput": 1970.725510532544,
        "mobile_availability": 1015.2910859530929,
        "mobile_accuracy": 2200.8113908795895,
        "soft_acc_blocks": [
          25.004358,
          25.007213714285715
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.074811264,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.99897337849688,
        "mobile_acc_per_sec": 615.9942512448166
      },
      "started": "2026-08-18T08:06:54.832252695+10:00",
      "ended": "2026-08-18T08:06:58.410483723+10:00"
    },
    {
      "cell": {
        "id": "int5|none|StepTweenAlt|bicameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 104,
        "total_correct": 31,
        "total_train": 8,
        "infer_ms": 304.352709,
        "train_ms": 2068.101742,
        "blocked_train": 2068101742,
        "duration": 3467508296,
        "avg_accuracy": 38.28125,
        "soft_acc": 25.001267374999998,
        "adapt_pct": 25.00033975,
        "stability": 99.999072375,
        "consistency": 100,
        "throughput": 29.992718437031822,
        "availability": 12.82860072916106,
        "score": 0.9619602881317826,
        "zero_downtime": 3.207312768768756,
        "weight_bytes": 9912,
        "weight_mib": 0.00945281982421875,
        "heap_bytes": 26550296,
        "heap_mib": 25.320335388183594,
        "mobile_score": 101.76437359645602,
        "mobile_throughput": 3172.8858684250486,
        "mobile_availability": 1357.1189304056486,
        "mobile_accuracy": 2644.8475523615816,
        "soft_acc_blocks": [
          25.002195,
          25.00033975
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071897518,
        "time_to_acc50_sec": 0.071897518,
        "acc_per_sec": 7.210153586031968,
        "mobile_acc_per_sec": 762.7516148735933
      },
      "started": "2026-08-18T08:07:01.238408358+10:00",
      "ended": "2026-08-18T08:07:04.711137533+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|StepTweenAlt|bicameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 136,
        "total_correct": 39,
        "total_train": 8,
        "infer_ms": 403.061132,
        "train_ms": 2135.854577,
        "blocked_train": 2135854577,
        "duration": 3439212860,
        "avg_accuracy": 23.4375,
        "soft_acc": 25.000204333333333,
        "adapt_pct": 25.002140666666666,
        "stability": 99.99806366666667,
        "consistency": 100,
        "throughput": 39.543932154289514,
        "availability": 15.87532546162209,
        "score": 1.5694448099448584,
        "zero_downtime": 3.9688638039872153,
        "weight_bytes": 9932,
        "weight_mib": 0.009471893310546875,
        "heap_bytes": 26715096,
        "heap_mib": 25.477500915527344,
        "mobile_score": 165.69494170688077,
        "mobile_throughput": 4174.870942671796,
        "mobile_availability": 1676.0456374593077,
        "mobile_accuracy": 2639.4094098901865,
        "soft_acc_blocks": [
          24.998268,
          25.002140666666666
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.699697704,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.2691645882405,
        "mobile_acc_per_sec": 767.4457840594915
      },
      "started": "2026-08-18T08:07:08.125918703+10:00",
      "ended": "2026-08-18T08:07:11.57083265+10:00"
    },
    {
      "cell": {
        "id": "int3|none|StepTweenAlt|bicameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 152,
        "total_correct": 54,
        "total_train": 10,
        "infer_ms": 355.540094,
        "train_ms": 2157.480069,
        "blocked_train": 2157480069,
        "duration": 3585630444,
        "avg_accuracy": 35.26785714285714,
        "soft_acc": 25.001504964285715,
        "adapt_pct": 25.002682928571428,
        "stability": 99.99882203571428,
        "consistency": 100,
        "throughput": 42.391429449833176,
        "availability": 14.147920467759494,
        "score": 1.499466691246369,
        "zero_downtime": 3.5371930380900847,
        "weight_bytes": 5947,
        "weight_mib": 0.005671501159667969,
        "heap_bytes": 26711472,
        "heap_mib": 25.474044799804688,
        "mobile_score": 264.3862090533635,
        "mobile_throughput": 7474.463683670468,
        "mobile_availability": 2494.5636207165594,
        "mobile_accuracy": 4408.269391194023,
        "soft_acc_blocks": [
          25.000327,
          25.002682928571428
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.0712758,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.972694301534025,
        "mobile_acc_per_sec": 1229.4265848201348
      },
      "started": "2026-08-18T08:07:14.503719762+10:00",
      "ended": "2026-08-18T08:07:18.093909575+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|StepTweenAlt|bicameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 144,
        "total_correct": 40,
        "total_train": 9,
        "infer_ms": 326.375389,
        "train_ms": 2110.855129,
        "blocked_train": 2110855129,
        "duration": 3590638354,
        "avg_accuracy": 23.214285714285715,
        "soft_acc": 24.99799839285714,
        "adapt_pct": 24.999738285714283,
        "stability": 99.99826010714285,
        "consistency": 100,
        "throughput": 40.104289489244394,
        "availability": 13.391240040266064,
        "score": 1.3425079224425474,
        "zero_downtime": 3.347541970049353,
        "weight_bytes": 5967,
        "weight_mib": 0.005690574645996094,
        "heap_bytes": 26317792,
        "heap_mib": 25.098602294921875,
        "mobile_score": 235.9178125160242,
        "mobile_throughput": 7047.49379176704,
        "mobile_availability": 2353.2315931727885,
        "mobile_accuracy": 4392.877687747372,
        "soft_acc_blocks": [
          24.9962585,
          24.999738285714283
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.858673502,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.961992806936173,
        "mobile_acc_per_sec": 1223.4252672240498
      },
      "started": "2026-08-18T08:07:20.887398416+10:00",
      "ended": "2026-08-18T08:07:24.482093692+10:00"
    },
    {
      "cell": {
        "id": "float64|none|StepTweenAlt|tricameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 400,
        "total_correct": 95,
        "total_train": 27,
        "infer_ms": 283.284137,
        "train_ms": 1949.450164,
        "blocked_train": 1949450164,
        "duration": 3395715149,
        "avg_accuracy": 24.709302325581397,
        "soft_acc": 25.035584732558142,
        "adapt_pct": 25.07189246511628,
        "stability": 99.96369226744186,
        "consistency": 100,
        "throughput": 117.79551065047241,
        "availability": 12.68776749983741,
        "score": 3.7417234882345176,
        "zero_downtime": 3.1764567830917683,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 28819320,
        "heap_mib": 27.48424530029297,
        "mobile_score": 23.307441357754715,
        "mobile_throughput": 733.7559724350689,
        "mobile_availability": 79.03293706580595,
        "mobile_accuracy": 155.94830159043156,
        "soft_acc_blocks": [
          24.999277,
          25.07189246511628
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071158873,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.372698720012143,
        "mobile_acc_per_sec": 45.92502455229691
      },
      "started": "2026-08-18T08:07:27.362267219+10:00",
      "ended": "2026-08-18T08:07:30.762014447+10:00"
    },
    {
      "cell": {
        "id": "float32|none|StepTweenAlt|tricameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 736,
        "total_correct": 188,
        "total_train": 42,
        "infer_ms": 205.955006,
        "train_ms": 1972.721127,
        "blocked_train": 1972721127,
        "duration": 3712350914,
        "avg_accuracy": 27.820121951219512,
        "soft_acc": 25.030533832317076,
        "adapt_pct": 25.05916091463415,
        "stability": 99.97137291768293,
        "consistency": 100,
        "throughput": 198.25711982786981,
        "availability": 9.453218074978563,
        "score": 4.691142024124295,
        "zero_downtime": 2.3661909485002224,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 26399584,
        "heap_mib": 25.176605224609375,
        "mobile_score": 58.44286354776348,
        "mobile_throughput": 2469.91324114424,
        "mobile_availability": 117.76943251816274,
        "mobile_accuracy": 311.83367840219216,
        "soft_acc_blocks": [
          25.00190675,
          25.05916091463415
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071285696,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.742502099659288,
        "mobile_acc_per_sec": 83.9989768279196
      },
      "started": "2026-08-18T08:07:33.928165027+10:00",
      "ended": "2026-08-18T08:07:37.643541979+10:00"
    },
    {
      "cell": {
        "id": "float16|none|StepTweenAlt|tricameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 184,
        "total_correct": 44,
        "total_train": 15,
        "infer_ms": 243.803614,
        "train_ms": 1975.500131,
        "blocked_train": 1975500131,
        "duration": 3446223369,
        "avg_accuracy": 24.305555555555557,
        "soft_acc": 24.93480275,
        "adapt_pct": 24.8703735,
        "stability": 99.93557075,
        "consistency": 100,
        "throughput": 53.391780014941915,
        "availability": 10.98559016760457,
        "score": 1.462526453013758,
        "zero_downtime": 2.7392352392155943,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 26770952,
        "heap_mib": 25.53076934814453,
        "mobile_score": 36.440693327520066,
        "mobile_throughput": 1330.3236175493712,
        "mobile_availability": 273.71985066975884,
        "mobile_accuracy": 621.2820960076039,
        "soft_acc_blocks": [
          24.999232,
          24.8703735
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.072816424,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.235399473608525,
        "mobile_acc_per_sec": 180.2791141155435
      },
      "started": "2026-08-18T08:07:40.537251791+10:00",
      "ended": "2026-08-18T08:07:43.987274269+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|StepTweenAlt|tricameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 288,
        "total_correct": 79,
        "total_train": 19,
        "infer_ms": 267.281872,
        "train_ms": 1991.920318,
        "blocked_train": 1991920318,
        "duration": 3367283306,
        "avg_accuracy": 30.280172413793103,
        "soft_acc": 25.084364051724137,
        "adapt_pct": 25.167515103448274,
        "stability": 99.91684894827586,
        "consistency": 100,
        "throughput": 85.5288889672059,
        "availability": 11.830807936672548,
        "score": 2.5382262407457254,
        "zero_downtime": 2.967682933095215,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 26346872,
        "heap_mib": 25.12633514404297,
        "mobile_score": 63.24311183861301,
        "mobile_throughput": 2131.060267029676,
        "mobile_availability": 294.77951865327327,
        "mobile_accuracy": 625.0086046930113,
        "soft_acc_blocks": [
          25.001213,
          25.167515103448274
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.070763196,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.4494367631697385,
        "mobile_acc_per_sec": 185.6121234525585
      },
      "started": "2026-08-18T08:07:46.89237688+10:00",
      "ended": "2026-08-18T08:07:50.276056364+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|StepTweenAlt|tricameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 240,
        "total_correct": 51,
        "total_train": 17,
        "infer_ms": 306.701509,
        "train_ms": 2062.569713,
        "blocked_train": 2062569713,
        "duration": 3377713448,
        "avg_accuracy": 29.07608695652174,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 71.05398480208792,
        "availability": 12.944972536369246,
        "score": 2.299479704656565,
        "zero_downtime": 3.2362431340923115,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 26575760,
        "heap_mib": 25.344619750976562,
        "mobile_score": 114.58888084735112,
        "mobile_throughput": 3540.799504221754,
        "mobile_availability": 645.0806730489459,
        "mobile_accuracy": 1245.813135633495,
        "soft_acc_blocks": [
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.076284752,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.401456750217492,
        "mobile_acc_per_sec": 368.83328168976607
      },
      "started": "2026-08-18T08:07:53.347294972+10:00",
      "ended": "2026-08-18T08:07:56.730406956+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|StepTweenAlt|tricameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 256,
        "total_correct": 78,
        "total_train": 15,
        "infer_ms": 324.377996,
        "train_ms": 2027.007361,
        "blocked_train": 2027007361,
        "duration": 3442145870,
        "avg_accuracy": 45.138888888888886,
        "soft_acc": 25.05700925,
        "adapt_pct": 25.110421,
        "stability": 99.94658825,
        "consistency": 100,
        "throughput": 74.3722113089879,
        "availability": 13.795186528415554,
        "score": 2.5707953454826677,
        "zero_downtime": 3.4566611644798395,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 26578792,
        "heap_mib": 25.347511291503906,
        "mobile_score": 128.10922441711025,
        "mobile_throughput": 3706.1551109938837,
        "mobile_availability": 687.4489834245732,
        "mobile_accuracy": 1248.6540505335995,
        "soft_acc_blocks": [
          25.0035975,
          25.110421
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.070435957,
        "time_to_acc50_sec": 0.070435957,
        "acc_per_sec": 7.279473385594783,
        "mobile_acc_per_sec": 362.7545425707364
      },
      "started": "2026-08-18T08:07:59.615546516+10:00",
      "ended": "2026-08-18T08:08:03.06226436+10:00"
    },
    {
      "cell": {
        "id": "int64|none|StepTweenAlt|tricameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 168,
        "total_correct": 40,
        "total_train": 14,
        "infer_ms": 255.428758,
        "train_ms": 2057.29951,
        "blocked_train": 2057299510,
        "duration": 3597266986,
        "avg_accuracy": 13.28125,
        "soft_acc": 24.917095562500002,
        "adapt_pct": 24.839608125,
        "stability": 99.9225125625,
        "consistency": 100,
        "throughput": 46.702121542223495,
        "availability": 11.044477707745992,
        "score": 1.2852251353284376,
        "zero_downtime": 2.751963064818079,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 28833360,
        "heap_mib": 27.497634887695312,
        "mobile_score": 8.005751779192519,
        "mobile_throughput": 290.91058239627023,
        "mobile_availability": 68.79677702260635,
        "mobile_accuracy": 155.21022476798785,
        "soft_acc_blocks": [
          24.994583,
          24.839608125
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.896573037,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.926673960946863,
        "mobile_acc_per_sec": 43.14670703399046
      },
      "started": "2026-08-18T08:08:06.014763422+10:00",
      "ended": "2026-08-18T08:08:09.616265507+10:00"
    },
    {
      "cell": {
        "id": "int32|none|StepTweenAlt|tricameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 216,
        "total_correct": 57,
        "total_train": 13,
        "infer_ms": 323.435859,
        "train_ms": 1952.33328,
        "blocked_train": 1952333280,
        "duration": 3650562598,
        "avg_accuracy": 37.5,
        "soft_acc": 24.999271899999997,
        "adapt_pct": 24.996238299999998,
        "stability": 99.9969664,
        "consistency": 100,
        "throughput": 59.1689620987017,
        "availability": 14.212155945752984,
        "score": 2.1022350639605545,
        "zero_downtime": 3.5529355077308047,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 25754696,
        "heap_mib": 24.56159210205078,
        "mobile_score": 26.18992056871379,
        "mobile_throughput": 737.1347020436298,
        "mobile_availability": 177.05690562890743,
        "mobile_accuracy": 311.44421314293317,
        "soft_acc_blocks": [
          25.0023055,
          24.996238299999998
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.073396422,
        "time_to_acc50_sec": 0.073396422,
        "acc_per_sec": 6.848060053454806,
        "mobile_acc_per_sec": 85.31403168201011
      },
      "started": "2026-08-18T08:08:12.825938531+10:00",
      "ended": "2026-08-18T08:08:16.480999405+10:00"
    },
    {
      "cell": {
        "id": "int16|none|StepTweenAlt|tricameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 200,
        "total_correct": 43,
        "total_train": 14,
        "infer_ms": 311.191655,
        "train_ms": 2041.345933,
        "blocked_train": 2041345933,
        "duration": 3513309273,
        "avg_accuracy": 35,
        "soft_acc": 25.000277125,
        "adapt_pct": 24.99743175,
        "stability": 99.99715462500001,
        "consistency": 100,
        "throughput": 56.92638605346032,
        "availability": 13.227914256815692,
        "score": 1.882564252157318,
        "zero_downtime": 3.3070152220613074,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 26327560,
        "heap_mib": 25.10791778564453,
        "mobile_score": 46.906465480232676,
        "mobile_throughput": 1418.392790190885,
        "mobile_availability": 329.5901867634914,
        "mobile_accuracy": 622.9134727360517,
        "soft_acc_blocks": [
          25.0031225,
          24.99743175
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071219238,
        "time_to_acc50_sec": 0.071219238,
        "acc_per_sec": 7.115877135306215,
        "mobile_acc_per_sec": 177.30106413437053
      },
      "started": "2026-08-18T08:08:19.418719681+10:00",
      "ended": "2026-08-18T08:08:22.936668115+10:00"
    },
    {
      "cell": {
        "id": "int8|none|StepTweenAlt|tricameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 696,
        "total_correct": 144,
        "total_train": 36,
        "infer_ms": 272.372283,
        "train_ms": 1944.726047,
        "blocked_train": 1944726047,
        "duration": 3510791775,
        "avg_accuracy": 11.079545454545455,
        "soft_acc": 25.00941582575758,
        "adapt_pct": 25.022391651515154,
        "stability": 99.98702417424242,
        "consistency": 100,
        "throughput": 198.24587859529208,
        "availability": 12.285079074503653,
        "score": 6.090958929471006,
        "zero_downtime": 3.072426510265749,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 25927800,
        "heap_mib": 24.72667694091797,
        "mobile_score": 303.52786571756434,
        "mobile_throughput": 9879.092785568719,
        "mobile_availability": 612.1965153325132,
        "mobile_accuracy": 1246.28235000996,
        "soft_acc_blocks": [
          24.99644,
          25.022391651515154
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.1235827780636685,
        "mobile_acc_per_sec": 354.98611990737044
      },
      "started": "2026-08-18T08:08:25.904219605+10:00",
      "ended": "2026-08-18T08:08:29.419399447+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|StepTweenAlt|tricameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 208,
        "total_correct": 44,
        "total_train": 14,
        "infer_ms": 317.368925,
        "train_ms": 2036.431632,
        "blocked_train": 2036431632,
        "duration": 3645081159,
        "avg_accuracy": 20.089285714285715,
        "soft_acc": 24.994981226190475,
        "adapt_pct": 24.989415952380952,
        "stability": 99.99443472619048,
        "consistency": 100,
        "throughput": 57.06320131896959,
        "availability": 13.483254732699088,
        "score": 1.9231080548252222,
        "zero_downtime": 3.3701369891175754,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 23397160,
        "heap_mib": 22.313270568847656,
        "mobile_score": 11.977458729486886,
        "mobile_throughput": 355.3997587683527,
        "mobile_availability": 83.97610664406437,
        "mobile_accuracy": 155.67318504534273,
        "soft_acc_blocks": [
          25.0005465,
          24.989415952380952
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.857180988817175,
        "mobile_acc_per_sec": 42.70774181830576
      },
      "started": "2026-08-18T08:08:32.56021552+10:00",
      "ended": "2026-08-18T08:08:36.211452505+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|StepTweenAlt|tricameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 224,
        "total_correct": 62,
        "total_train": 14,
        "infer_ms": 360.410547,
        "train_ms": 2066.320934,
        "blocked_train": 2066320934,
        "duration": 3443746380,
        "avg_accuracy": 40.92261904761905,
        "soft_acc": 25.004753166666667,
        "adapt_pct": 25.007981333333333,
        "stability": 99.99677183333333,
        "consistency": 100,
        "throughput": 65.04544042526152,
        "availability": 14.851686304060438,
        "score": 2.4155453640509417,
        "zero_downtime": 3.7136275014179523,
        "weight_bytes": 84192,
        "weight_mib": 0.080291748046875,
        "heap_bytes": 26839584,
        "heap_mib": 25.596221923828125,
        "mobile_score": 30.08460299856376,
        "mobile_throughput": 810.1136419061078,
        "mobile_availability": 184.9715153217227,
        "mobile_accuracy": 311.42369888458126,
        "soft_acc_blocks": [
          25.001525,
          25.007981333333333
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071672256,
        "time_to_acc50_sec": 0.071672256,
        "acc_per_sec": 7.260915993083866,
        "mobile_acc_per_sec": 90.43165916433756
      },
      "started": "2026-08-18T08:08:39.093453555+10:00",
      "ended": "2026-08-18T08:08:42.541689985+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|StepTweenAlt|tricameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 200,
        "total_correct": 48,
        "total_train": 14,
        "infer_ms": 293.977453,
        "train_ms": 1979.076587,
        "blocked_train": 1979076587,
        "duration": 3557480981,
        "avg_accuracy": 15,
        "soft_acc": 25.00204925,
        "adapt_pct": 25.0024705,
        "stability": 99.99957875,
        "consistency": 100,
        "throughput": 56.2195556541754,
        "availability": 12.933148434957578,
        "score": 1.817888645675769,
        "zero_downtime": 3.2335521412836976,
        "weight_bytes": 42108,
        "weight_mib": 0.040157318115234375,
        "heap_bytes": 27651848,
        "heap_mib": 26.37085723876953,
        "mobile_score": 45.26917461119301,
        "mobile_throughput": 1399.9828248701583,
        "mobile_availability": 322.06205598304547,
        "mobile_accuracy": 622.6025646995345,
        "soft_acc_blocks": [
          25.001628,
          25.0024705
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.0280204963940465,
        "mobile_acc_per_sec": 175.0121976827891
      },
      "started": "2026-08-18T08:08:45.54909548+10:00",
      "ended": "2026-08-18T08:08:49.111159323+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|StepTweenAlt|tricameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 360,
        "total_correct": 94,
        "total_train": 24,
        "infer_ms": 212.142541,
        "train_ms": 2010.433639,
        "blocked_train": 2010433639,
        "duration": 3444819449,
        "avg_accuracy": 25.58139534883721,
        "soft_acc": 25.004887,
        "adapt_pct": 25.009752,
        "stability": 99.995135,
        "consistency": 100,
        "throughput": 104.50475136062784,
        "availability": 9.544894024734845,
        "score": 2.494204413833974,
        "zero_downtime": 2.3866899651546998,
        "weight_bytes": 21066,
        "weight_mib": 0.020090103149414062,
        "heap_bytes": 25908704,
        "heap_mib": 24.708465576171875,
        "mobile_score": 124.15090133107249,
        "mobile_throughput": 5201.802628060462,
        "mobile_availability": 475.10428163298036,
        "mobile_accuracy": 1244.6370640326593,
        "soft_acc_blocks": [
          25.000022,
          25.009752
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.073673087,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.25869305204332,
        "mobile_acc_per_sec": 361.30690808598575
      },
      "started": "2026-08-18T08:08:52.065537062+10:00",
      "ended": "2026-08-18T08:08:55.515027759+10:00"
    },
    {
      "cell": {
        "id": "int4|none|StepTweenAlt|tricameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 504,
        "total_correct": 181,
        "total_train": 27,
        "infer_ms": 162.743927,
        "train_ms": 1944.752249,
        "blocked_train": 1944752249,
        "duration": 3473082012,
        "avg_accuracy": 34.375,
        "soft_acc": 25.00414054090909,
        "adapt_pct": 25.007943581818182,
        "stability": 99.99619695909091,
        "consistency": 100,
        "throughput": 145.11606643857164,
        "availability": 7.722145779115284,
        "score": 2.8019825419125977,
        "zero_downtime": 1.9308561833838649,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 28652800,
        "heap_mib": 27.325439453125,
        "mobile_score": 279.2597325224355,
        "mobile_throughput": 14463.00014085084,
        "mobile_availability": 769.6280517518856,
        "mobile_accuracy": 2492.0389384872437,
        "soft_acc_blocks": [
          25.0003375,
          25.007943581818182
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.072773399,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.199409761853067,
        "mobile_acc_per_sec": 717.529540009965
      },
      "started": "2026-08-18T08:08:58.561679905+10:00",
      "ended": "2026-08-18T08:09:02.038692592+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|StepTweenAlt|tricameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 176,
        "total_correct": 42,
        "total_train": 12,
        "infer_ms": 288.757034,
        "train_ms": 1982.521227,
        "blocked_train": 1982521227,
        "duration": 3477323911,
        "avg_accuracy": 27.083333333333336,
        "soft_acc": 25.001059944444442,
        "adapt_pct": 25.001073388888887,
        "stability": 99.99998655555555,
        "consistency": 100,
        "throughput": 50.613634077415114,
        "availability": 12.713415126549304,
        "score": 1.6087485571957114,
        "zero_downtime": 3.1784885367746587,
        "weight_bytes": 10545,
        "weight_mib": 0.010056495666503906,
        "heap_bytes": 23800624,
        "heap_mib": 22.698043823242188,
        "mobile_score": 159.97108839355622,
        "mobile_throughput": 5032.92953687621,
        "mobile_availability": 1264.199334256668,
        "mobile_accuracy": 2486.060828099173,
        "soft_acc_blocks": [
          25.0010465,
          25.001073388888887
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.094783699,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.189741474861541,
        "mobile_acc_per_sec": 714.9350741341314
      },
      "started": "2026-08-18T08:09:04.981078885+10:00",
      "ended": "2026-08-18T08:09:08.46354899+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|StepTweenAlt|tricameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 200,
        "total_correct": 54,
        "total_train": 16,
        "infer_ms": 176.511206,
        "train_ms": 1974.996268,
        "blocked_train": 1974996268,
        "duration": 3416554960,
        "avg_accuracy": 37.78409090909091,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 58.53849926067046,
        "availability": 8.204071244606794,
        "score": 1.2006350462172566,
        "zero_downtime": 2.0510178111516986,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 29692568,
        "heap_mib": 28.317039489746094,
        "mobile_score": 119.66135293435092,
        "mobile_throughput": 5834.242505537191,
        "mobile_availability": 817.6591777763343,
        "mobile_accuracy": 2491.62627126699,
        "soft_acc_blocks": [
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.069106681,
        "time_to_acc50_sec": 0.069106681,
        "acc_per_sec": 7.317312407583808,
        "mobile_acc_per_sec": 729.2803131921489
      },
      "started": "2026-08-18T08:09:11.413855517+10:00",
      "ended": "2026-08-18T08:09:14.842133335+10:00"
    },
    {
      "cell": {
        "id": "int2|none|StepTweenAlt|tricameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 456,
        "total_correct": 140,
        "total_train": 25,
        "infer_ms": 179.271256,
        "train_ms": 1952.10064,
        "blocked_train": 1952100640,
        "duration": 3576636460,
        "avg_accuracy": 22.716346153846153,
        "soft_acc": 24.998189701923078,
        "adapt_pct": 24.999080903846156,
        "stability": 99.99910879807692,
        "consistency": 100,
        "throughput": 127.49408700038806,
        "availability": 8.411073465707366,
        "score": 2.6807112009983074,
        "zero_downtime": 2.102616100925643,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 26331720,
        "heap_mib": 25.11188507080078,
        "mobile_score": 534.2956525941838,
        "mobile_throughput": 25410.99406396482,
        "mobile_availability": 1676.4207888951848,
        "mobile_accuracy": 4982.418126759873,
        "soft_acc_blocks": [
          24.9972985,
          24.999080903846156
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.843916066,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.989301255941197,
        "mobile_acc_per_sec": 1393.0457239592847
      },
      "started": "2026-08-18T08:09:17.83046659+10:00",
      "ended": "2026-08-18T08:09:21.411408412+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|StepTweenAlt|tricameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 208,
        "total_correct": 70,
        "total_train": 13,
        "infer_ms": 363.295837,
        "train_ms": 2094.514093,
        "blocked_train": 2094514093,
        "duration": 3473355554,
        "avg_accuracy": 37.66447368421053,
        "soft_acc": 25.001158986842107,
        "adapt_pct": 24.99923747368421,
        "stability": 99.9980784868421,
        "consistency": 100,
        "throughput": 59.88445374112713,
        "availability": 14.781282822793383,
        "score": 2.2130252085181206,
        "zero_downtime": 3.6954920188213567,
        "weight_bytes": 5285,
        "weight_mib": 0.005040168762207031,
        "heap_bytes": 26768616,
        "heap_mib": 25.528541564941406,
        "mobile_score": 439.0776009549852,
        "mobile_throughput": 11881.438214958585,
        "mobile_availability": 2932.696010821834,
        "mobile_accuracy": 4960.381321813992,
        "soft_acc_blocks": [
          25.0030805,
          24.99923747368421
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.072266939,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.197984369337073,
        "mobile_acc_per_sec": 1428.1236817525053
      },
      "started": "2026-08-18T08:09:24.489629042+10:00",
      "ended": "2026-08-18T08:09:27.96755225+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|StepTweenAlt|tricameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 528,
        "total_correct": 173,
        "total_train": 28,
        "infer_ms": 168.666419,
        "train_ms": 2009.024537,
        "blocked_train": 2009024537,
        "duration": 3473098965,
        "avg_accuracy": 34.375,
        "soft_acc": 25.007221953703706,
        "adapt_pct": 25.00705440740741,
        "stability": 99.9998324537037,
        "consistency": 100,
        "throughput": 152.0256132407675,
        "availability": 7.745195365544788,
        "score": 2.9445205497838507,
        "zero_downtime": 1.9368581958097582,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 27802688,
        "heap_mib": 26.51470947265625,
        "mobile_score": 586.8757992796334,
        "mobile_throughput": 30300.40095600666,
        "mobile_availability": 1543.703853948202,
        "mobile_accuracy": 4984.218355317776,
        "soft_acc_blocks": [
          25.0073895,
          25.00705440740741
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.073883708,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.200261842726876,
        "mobile_acc_per_sec": 1435.0925227141563
      },
      "started": "2026-08-18T08:09:31.129572862+10:00",
      "ended": "2026-08-18T08:09:34.607099689+10:00"
    },
    {
      "cell": {
        "id": "binary|none|StepTweenAlt|tricameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 400,
        "total_correct": 66,
        "total_train": 25,
        "infer_ms": 123.878731,
        "train_ms": 1967.334025,
        "blocked_train": 1967334025,
        "duration": 2068401937,
        "avg_accuracy": 12.5,
        "soft_acc": 24.9859755,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 193.3860111251675,
        "availability": 5.923774644381521,
        "score": 2.8623312613352647,
        "zero_downtime": 1.480112881320379,
        "weight_bytes": 2631,
        "weight_mib": 0.0025091171264648438,
        "heap_bytes": 26554000,
        "heap_mib": 25.323867797851562,
        "mobile_score": 1140.772278481903,
        "mobile_throughput": 77073.32953309907,
        "mobile_availability": 2360.9000081744575,
        "mobile_accuracy": 9958.074589847205,
        "soft_acc_blocks": [
          24.9859755
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.079845340040405,
        "mobile_acc_per_sec": 4814.3808085435985
      },
      "started": "2026-08-18T08:09:37.600225635+10:00",
      "ended": "2026-08-18T08:09:39.672163352+10:00"
    },
    {
      "cell": {
        "id": "int|none|StepTweenAlt|tricameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 168,
        "total_correct": 47,
        "total_train": 11,
        "infer_ms": 311.398051,
        "train_ms": 2113.644973,
        "blocked_train": 2113644973,
        "duration": 3584835316,
        "avg_accuracy": 20.833333333333336,
        "soft_acc": 25.038814805555557,
        "adapt_pct": 25.078143611111113,
        "stability": 99.96067119444444,
        "consistency": 100,
        "throughput": 46.86407747942416,
        "availability": 12.840928920360467,
        "score": 1.506781510301852,
        "zero_downtime": 3.215216411682082,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 27144336,
        "heap_mib": 25.886856079101562,
        "mobile_score": 9.385840990318618,
        "mobile_throughput": 291.91941656606235,
        "mobile_availability": 79.9869896136055,
        "mobile_accuracy": 155.96842192727772,
        "soft_acc_blocks": [
          24.999486,
          25.078143611111113
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.944304499,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.9846485538125505,
        "mobile_acc_per_sec": 43.50783458061584
      },
      "started": "2026-08-18T08:09:42.540115655+10:00",
      "ended": "2026-08-18T08:09:46.128909458+10:00"
    },
    {
      "cell": {
        "id": "uint|none|StepTweenAlt|tricameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 168,
        "total_correct": 64,
        "total_train": 11,
        "infer_ms": 318.202209,
        "train_ms": 1993.621486,
        "blocked_train": 1993621486,
        "duration": 3617648031,
        "avg_accuracy": 35.546875,
        "soft_acc": 25.0028418125,
        "adapt_pct": 25.006841625,
        "stability": 99.9960001875,
        "consistency": 100,
        "throughput": 46.43901191060895,
        "availability": 13.76412092705019,
        "score": 1.5981620856073364,
        "zero_downtime": 3.4414213822715674,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 26545168,
        "heap_mib": 25.315444946289062,
        "mobile_score": 9.953637485612962,
        "mobile_throughput": 289.2304190614082,
        "mobile_availability": 85.72539121645629,
        "mobile_accuracy": 155.722142173818,
        "soft_acc_blocks": [
          24.998842,
          25.006841625
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.08601146,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.911352790058089,
        "mobile_acc_per_sec": 43.04513342354449
      },
      "started": "2026-08-18T08:09:49.100020327+10:00",
      "ended": "2026-08-18T08:09:52.722373042+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|StepTweenAlt|tricameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 152,
        "total_correct": 31,
        "total_train": 11,
        "infer_ms": 284.678998,
        "train_ms": 1992.208507,
        "blocked_train": 1992208507,
        "duration": 3581073965,
        "avg_accuracy": 19.921875,
        "soft_acc": 25.00174084375,
        "adapt_pct": 25.0036451875,
        "stability": 99.99809565625,
        "consistency": 100,
        "throughput": 42.44536736341887,
        "availability": 12.502989162830861,
        "score": 1.326827305920765,
        "zero_downtime": 3.1259649482131198,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 27149880,
        "heap_mib": 25.89214324951172,
        "mobile_score": 8.263716257621597,
        "mobile_throughput": 264.3572910932781,
        "mobile_availability": 77.87083846759641,
        "mobile_accuracy": 155.71528514478499,
        "soft_acc_blocks": [
          24.9998365,
          25.0036451875
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.9816320713023865,
        "mobile_acc_per_sec": 43.482845276775784
      },
      "started": "2026-08-18T08:09:55.749460628+10:00",
      "ended": "2026-08-18T08:09:59.335841725+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|StepTweenAlt|tricameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 168,
        "total_correct": 49,
        "total_train": 12,
        "infer_ms": 290.641595,
        "train_ms": 1981.502299,
        "blocked_train": 1981502299,
        "duration": 3482333582,
        "avg_accuracy": 27.34375,
        "soft_acc": 24.982052968749997,
        "adapt_pct": 24.9629474375,
        "stability": 99.98089446875,
        "consistency": 100,
        "throughput": 48.24351143968034,
        "availability": 12.791513590644097,
        "score": 1.5416613057860884,
        "zero_downtime": 3.195582700719563,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 25468176,
        "heap_mib": 24.288345336914062,
        "mobile_score": 9.603109527230975,
        "mobile_throughput": 300.51200130319273,
        "mobile_availability": 79.67917827929394,
        "mobile_accuracy": 155.61484871780246,
        "soft_acc_blocks": [
          25.0011585,
          24.9629474375
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.07110652,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.17394022728923,
        "mobile_acc_per_sec": 44.686944847032315
      },
      "started": "2026-08-18T08:10:02.266107681+10:00",
      "ended": "2026-08-18T08:10:05.752179751+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|StepTweenAlt|tricameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 152,
        "total_correct": 33,
        "total_train": 11,
        "infer_ms": 271.636709,
        "train_ms": 2017.907628,
        "blocked_train": 2017907628,
        "duration": 3574276784,
        "avg_accuracy": 18.359375,
        "soft_acc": 24.9511751875,
        "adapt_pct": 24.901204875,
        "stability": 99.9500296875,
        "consistency": 100,
        "throughput": 42.526085467252386,
        "availability": 11.864225759258579,
        "score": 1.2588842940111622,
        "zero_downtime": 2.96026375383311,
        "weight_bytes": 336672,
        "weight_mib": 0.321075439453125,
        "heap_bytes": 26286336,
        "heap_mib": 25.068603515625,
        "mobile_score": 3.920836474304511,
        "mobile_throughput": 132.44888970543923,
        "mobile_availability": 36.95152073751403,
        "mobile_accuracy": 77.71125449520007,
        "soft_acc_blocks": [
          25.0011455,
          24.901204875
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.980761898236921,
        "mobile_acc_per_sec": 21.741812173883414
      },
      "started": "2026-08-18T08:10:08.760562775+10:00",
      "ended": "2026-08-18T08:10:12.339255702+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|StepTweenAlt|tricameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 136,
        "total_correct": 21,
        "total_train": 10,
        "infer_ms": 272.97254,
        "train_ms": 2066.261178,
        "blocked_train": 2066261178,
        "duration": 3565746817,
        "avg_accuracy": 17.410714285714285,
        "soft_acc": 25.001706535714284,
        "adapt_pct": 25.001282571428572,
        "stability": 99.99957603571428,
        "consistency": 100,
        "throughput": 38.140677669992854,
        "availability": 11.669314523791416,
        "score": 1.1127648634387683,
        "zero_downtime": 2.9175277719678143,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 28688232,
        "heap_mib": 27.359230041503906,
        "mobile_score": 110.90376669947437,
        "mobile_throughput": 3801.2925794592174,
        "mobile_availability": 1163.0228254062454,
        "mobile_accuracy": 2491.7963532357326,
        "soft_acc_blocks": [
          25.0021305,
          25.001282571428572
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.011632574841413,
        "mobile_acc_per_sec": 698.8147171178509
      },
      "started": "2026-08-18T08:10:15.349580944+10:00",
      "ended": "2026-08-18T08:10:18.927997181+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|StepTweenAlt|tricameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 88,
        "total_correct": 14,
        "total_train": 5,
        "infer_ms": 410.232612,
        "train_ms": 1991.469389,
        "blocked_train": 1991469389,
        "duration": 3609309787,
        "avg_accuracy": 19.444444444444443,
        "soft_acc": 24.99537238888889,
        "adapt_pct": 24.99783077777778,
        "stability": 99.9975416111111,
        "consistency": 100,
        "throughput": 24.38139289593764,
        "availability": 17.080912279258246,
        "score": 1.0409483634122985,
        "zero_downtime": 4.269437631620048,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 29737704,
        "heap_mib": 28.360084533691406,
        "mobile_score": 69.1619231474727,
        "mobile_throughput": 1619.9305181377968,
        "mobile_availability": 1134.8773713176718,
        "mobile_accuracy": 1660.724090612822,
        "soft_acc_blocks": [
          24.992914,
          24.99783077777778
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.070992195,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.925249940838311,
        "mobile_acc_per_sec": 460.12234710204496
      },
      "started": "2026-08-18T08:10:21.954369997+10:00",
      "ended": "2026-08-18T08:10:25.569850041+10:00"
    },
    {
      "cell": {
        "id": "int6|none|StepTweenAlt|tricameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 104,
        "total_correct": 19,
        "total_train": 6,
        "infer_ms": 464.488457,
        "train_ms": 2362.811382,
        "blocked_train": 2362811382,
        "duration": 3489144683,
        "avg_accuracy": 20.13888888888889,
        "soft_acc": 24.997626500000003,
        "adapt_pct": 24.996977,
        "stability": 99.9993505,
        "consistency": 100,
        "throughput": 29.806731863747135,
        "availability": 16.42869463623239,
        "score": 1.224098012833979,
        "zero_downtime": 4.106783723990906,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 26396208,
        "heap_mib": 25.173385620117188,
        "mobile_score": 81.33061702606781,
        "mobile_throughput": 1980.3968870080164,
        "mobile_availability": 1091.5432078875945,
        "mobile_accuracy": 1660.8738566001775,
        "soft_acc_blocks": [
          24.998276,
          24.996977
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071033497,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.164399522265383,
        "mobile_acc_per_sec": 476.01174714604906
      },
      "started": "2026-08-18T08:10:28.554879425+10:00",
      "ended": "2026-08-18T08:10:32.050161604+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|StepTweenAlt|tricameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 88,
        "total_correct": 12,
        "total_train": 6,
        "infer_ms": 412.74604,
        "train_ms": 2291.347662,
        "blocked_train": 2291347662,
        "duration": 3428433084,
        "avg_accuracy": 16.07142857142857,
        "soft_acc": 24.99778285714286,
        "adapt_pct": 24.998091714285714,
        "stability": 99.99969114285715,
        "consistency": 100,
        "throughput": 25.6677023712912,
        "availability": 15.263747690944475,
        "score": 0.9793764675988997,
        "zero_downtime": 3.8155985036444573,
        "weight_bytes": 15806,
        "weight_mib": 0.015073776245117188,
        "heap_bytes": 29935080,
        "heap_mib": 28.548316955566406,
        "mobile_score": 64.97220415595241,
        "mobile_throughput": 1702.8050538832747,
        "mobile_availability": 1012.6027773490949,
        "mobile_accuracy": 1658.3623407067842,
        "soft_acc_blocks": [
          24.997474,
          24.998091714285714
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.291314208173958,
        "mobile_acc_per_sec": 483.7085339206767
      },
      "started": "2026-08-18T08:10:35.229230221+10:00",
      "ended": "2026-08-18T08:10:38.665681842+10:00"
    },
    {
      "cell": {
        "id": "int5|none|StepTweenAlt|tricameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 88,
        "total_correct": 34,
        "total_train": 6,
        "infer_ms": 333.856817,
        "train_ms": 2122.760932,
        "blocked_train": 2122760932,
        "duration": 3861009191,
        "avg_accuracy": 38.888888888888886,
        "soft_acc": 25.001708999999998,
        "adapt_pct": 25.002917,
        "stability": 99.998792,
        "consistency": 100,
        "throughput": 22.791968536393988,
        "availability": 13.590100337584104,
        "score": 0.774415783695942,
        "zero_downtime": 3.397757339210795,
        "weight_bytes": 13152,
        "weight_mib": 0.012542724609375,
        "heap_bytes": 28887064,
        "heap_mib": 27.548851013183594,
        "mobile_score": 61.74222968405992,
        "mobile_throughput": 1817.1465328480735,
        "mobile_availability": 1083.5046419998928,
        "mobile_accuracy": 1993.323602218978,
        "soft_acc_blocks": [
          25.000501,
          25.002917
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.072323704,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.475433691864526,
        "mobile_acc_per_sec": 516.2701002798462
      },
      "started": "2026-08-18T08:10:41.609546318+10:00",
      "ended": "2026-08-18T08:10:45.477336598+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|StepTweenAlt|tricameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 72,
        "total_correct": 25,
        "total_train": 6,
        "infer_ms": 288.638666,
        "train_ms": 1992.721783,
        "blocked_train": 1992721783,
        "duration": 3615562033,
        "avg_accuracy": 42.85714285714286,
        "soft_acc": 25.001977500000002,
        "adapt_pct": 25.00037,
        "stability": 99.9983925,
        "consistency": 100,
        "throughput": 19.91391638225005,
        "availability": 12.652041290823659,
        "score": 0.6299290542727517,
        "zero_downtime": 3.163260516822441,
        "weight_bytes": 13176,
        "weight_mib": 0.01256561279296875,
        "heap_bytes": 26581144,
        "heap_mib": 25.349754333496094,
        "mobile_score": 50.13118457901525,
        "mobile_throughput": 1584.794686128888,
        "mobile_availability": 1006.8781761207277,
        "mobile_accuracy": 1989.7141438251367,
        "soft_acc_blocks": [
          25.003585,
          25.00037
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.070804173,
        "time_to_acc50_sec": 0.070804173,
        "acc_per_sec": 6.915101240637462,
        "mobile_acc_per_sec": 550.319459509917
      },
      "started": "2026-08-18T08:10:48.486511689+10:00",
      "ended": "2026-08-18T08:10:52.108087989+10:00"
    },
    {
      "cell": {
        "id": "int3|none|StepTweenAlt|tricameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 128,
        "total_correct": 36,
        "total_train": 8,
        "infer_ms": 382.097091,
        "train_ms": 2205.170486,
        "blocked_train": 2205170486,
        "duration": 3728663029,
        "avg_accuracy": 25.520833333333336,
        "soft_acc": 25.001241791666665,
        "adapt_pct": 24.99960258333333,
        "stability": 99.99836079166667,
        "consistency": 100,
        "throughput": 34.32865855789834,
        "availability": 14.768363906258621,
        "score": 1.2675082611125625,
        "zero_downtime": 3.6922743688769457,
        "weight_bytes": 7891,
        "weight_mib": 0.007525444030761719,
        "heap_bytes": 26364760,
        "heap_mib": 25.143394470214844,
        "mobile_score": 168.42969742800233,
        "mobile_throughput": 4561.678808263441,
        "mobile_availability": 1962.45747704588,
        "mobile_accuracy": 3322.228122283445,
        "soft_acc_blocks": [
          25.002881,
          24.99960258333333
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.067893653,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.705149163981122,
        "mobile_acc_per_sec": 890.9971473540322
      },
      "started": "2026-08-18T08:10:55.081246262+10:00",
      "ended": "2026-08-18T08:10:58.816236319+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|StepTweenAlt|tricameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "StepTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 104,
        "total_correct": 34,
        "total_train": 8,
        "infer_ms": 307.616359,
        "train_ms": 2107.758505,
        "blocked_train": 2107758505,
        "duration": 3638310461,
        "avg_accuracy": 36.71875,
        "soft_acc": 24.9973895,
        "adapt_pct": 24.994243,
        "stability": 99.9968535,
        "consistency": 100,
        "throughput": 28.58469641741769,
        "availability": 12.735760547353282,
        "score": 0.9100245875365941,
        "zero_downtime": 3.183607669809232,
        "weight_bytes": 7915,
        "weight_mib": 0.007548332214355469,
        "heap_bytes": 26580392,
        "heap_mib": 25.349037170410156,
        "mobile_score": 120.55968943787387,
        "mobile_throughput": 3786.889024711329,
        "mobile_availability": 1687.2284083008863,
        "mobile_accuracy": 3311.6440546243844,
        "soft_acc_blocks": [
          25.000536,
          24.994243
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.072552869,
        "time_to_acc50_sec": 0.072552869,
        "acc_per_sec": 6.870603750821582,
        "mobile_acc_per_sec": 910.2148071536943
      },
      "started": "2026-08-18T08:11:02.046170811+10:00",
      "ended": "2026-08-18T08:11:05.690567465+10:00"
    },
    {
      "cell": {
        "id": "float64|none|TweenSplitHeadProxy|cnn|simd",
        "dtype": 0,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6984,
        "total_correct": 5954,
        "total_train": 294,
        "infer_ms": 925.148393,
        "train_ms": 1639.32772,
        "blocked_train": 1639327720,
        "duration": 3778865761,
        "avg_accuracy": 54.96216144450345,
        "soft_acc": 30.573875634780492,
        "adapt_pct": 35.951026376703844,
        "stability": 94.62284925807666,
        "consistency": 100,
        "throughput": 1848.1736165594373,
        "availability": 36.07553169671501,
        "score": 203.84778721873107,
        "zero_downtime": 11.029688195539464,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 26777424,
        "heap_mib": 25.536941528320312,
        "mobile_score": 87316.1345305017,
        "mobile_throughput": 791646.4453257469,
        "mobile_availability": 15452.58853121513,
        "mobile_accuracy": 13096.009892816826,
        "soft_acc_blocks": [
          25.19672489285714,
          35.951026376703844
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.832704196,
        "time_to_acc50_sec": 1.832704196,
        "acc_per_sec": 8.090754625453998,
        "mobile_acc_per_sec": 3465.592778651982
      },
      "started": "2026-08-18T08:11:08.693874587+10:00",
      "ended": "2026-08-18T08:11:12.473034046+10:00"
    },
    {
      "cell": {
        "id": "float32|none|TweenSplitHeadProxy|cnn|simd",
        "dtype": 1,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 10352,
        "total_correct": 9343,
        "total_train": 301,
        "infer_ms": 978.994652,
        "train_ms": 1544.283424,
        "blocked_train": 1544283424,
        "duration": 3670011436,
        "avg_accuracy": 70.45886075949366,
        "soft_acc": 31.37665147312122,
        "adapt_pct": 37.30751564894515,
        "stability": 94.06913582417607,
        "consistency": 100,
        "throughput": 2820.699657351149,
        "availability": 38.79852408308247,
        "score": 343.38288455782,
        "zero_downtime": 12.173677678263786,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 25326336,
        "heap_mib": 24.153076171875,
        "mobile_score": 294169.1597696901,
        "mobile_throughput": 2416436.2450217637,
        "mobile_availability": 33237.9094680901,
        "mobile_accuracy": 26879.74158094735,
        "soft_acc_blocks": [
          25.445787297297297,
          37.30751564894515
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.0805163,
        "time_to_acc50_sec": 0.0805163,
        "acc_per_sec": 8.54946967340219,
        "mobile_acc_per_sec": 7324.157444654717
      },
      "started": "2026-08-18T08:11:15.527917885+10:00",
      "ended": "2026-08-18T08:11:19.1981838+10:00"
    },
    {
      "cell": {
        "id": "float16|none|TweenSplitHeadProxy|cnn|simd",
        "dtype": 2,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6376,
        "total_correct": 5671,
        "total_train": 260,
        "infer_ms": 858.992422,
        "train_ms": 1628.913691,
        "blocked_train": 1628913691,
        "duration": 3708215033,
        "avg_accuracy": 73.9526035936927,
        "soft_acc": 30.41201200233119,
        "adapt_pct": 35.355153745403115,
        "stability": 95.05685825692807,
        "consistency": 100,
        "throughput": 1719.425638281209,
        "availability": 34.526721788717275,
        "score": 180.54434778391703,
        "zero_downtime": 10.500270774396194,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 25540200,
        "heap_mib": 24.357032775878906,
        "mobile_score": 309337.3693167787,
        "mobile_throughput": 2945994.212559407,
        "mobile_availability": 59156.685990728765,
        "mobile_accuracy": 52106.70898260854,
        "soft_acc_blocks": [
          25.46887025925926,
          35.355153745403115
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.08902171,
        "time_to_acc50_sec": 0.08902171,
        "acc_per_sec": 8.201253630571534,
        "mobile_acc_per_sec": 14051.69563223885
      },
      "started": "2026-08-18T08:11:22.297379882+10:00",
      "ended": "2026-08-18T08:11:26.005841634+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|TweenSplitHeadProxy|cnn|simd",
        "dtype": 3,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8000,
        "total_correct": 7134,
        "total_train": 287,
        "infer_ms": 878.485555,
        "train_ms": 1611.091772,
        "blocked_train": 1611091772,
        "duration": 3541667000,
        "avg_accuracy": 64.87797956867196,
        "soft_acc": 30.18989494712448,
        "adapt_pct": 35.019504727582294,
        "stability": 95.17039021954218,
        "consistency": 100,
        "throughput": 2258.823316816629,
        "availability": 35.286534202920144,
        "score": 240.63171622499215,
        "zero_downtime": 10.65296760634274,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 26780200,
        "heap_mib": 25.539588928222656,
        "mobile_score": 412288.6314907473,
        "mobile_throughput": 3870176.337016852,
        "mobile_availability": 60458.51779143986,
        "mobile_accuracy": 51726.14262103921,
        "soft_acc_blocks": [
          25.360285166666664,
          35.019504727582294
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.072344481,
        "time_to_acc50_sec": 1.857015291,
        "acc_per_sec": 8.524204829851163,
        "mobile_acc_per_sec": 14605.027130173225
      },
      "started": "2026-08-18T08:11:29.104505771+10:00",
      "ended": "2026-08-18T08:11:32.646566729+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|TweenSplitHeadProxy|cnn|simd",
        "dtype": 4,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6184,
        "total_correct": 2499,
        "total_train": 274,
        "infer_ms": 822.218273,
        "train_ms": 1687.275147,
        "blocked_train": 1687275147,
        "duration": 3555840355,
        "avg_accuracy": 27.20950704225352,
        "soft_acc": 25.193337956651018,
        "adapt_pct": 25.604734357746477,
        "stability": 99.58860359890454,
        "consistency": 100,
        "throughput": 1739.110697504866,
        "availability": 32.76431276715601,
        "score": 143.553571577118,
        "zero_downtime": 8.25442404460377,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 25726392,
        "heap_mib": 24.53459930419922,
        "mobile_score": 491917.74467335973,
        "mobile_throughput": 5959443.590676021,
        "mobile_availability": 112274.09158213522,
        "mobile_accuracy": 86330.48869684084,
        "soft_acc_blocks": [
          24.78194155555556,
          25.604734357746477
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.791972305,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.0850587882062035,
        "mobile_acc_per_sec": 24278.505241510156
      },
      "started": "2026-08-18T08:11:35.925717598+10:00",
      "ended": "2026-08-18T08:11:39.481863057+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|TweenSplitHeadProxy|cnn|simd",
        "dtype": 5,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6056,
        "total_correct": 2359,
        "total_train": 267,
        "infer_ms": 798.995291,
        "train_ms": 1742.756551,
        "blocked_train": 1742756551,
        "duration": 3660205106,
        "avg_accuracy": 31.328103207810322,
        "soft_acc": 25.23603174348675,
        "adapt_pct": 25.5342370069735,
        "stability": 99.70179473651325,
        "consistency": 100,
        "throughput": 1654.552087824993,
        "availability": 31.43482687008908,
        "score": 131.2540103493633,
        "zero_downtime": 7.932902887445782,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 28681056,
        "heap_mib": 27.352386474609375,
        "mobile_score": 449770.60508527444,
        "mobile_throughput": 5669685.00014111,
        "mobile_availability": 107718.31705925008,
        "mobile_accuracy": 86476.78830541948,
        "soft_acc_blocks": [
          24.93782648,
          25.5342370069735
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.9453931249999998,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.8947042618236125,
        "mobile_acc_per_sec": 23626.213777927962
      },
      "started": "2026-08-18T08:11:42.453043443+10:00",
      "ended": "2026-08-18T08:11:46.113557299+10:00"
    },
    {
      "cell": {
        "id": "int64|none|TweenSplitHeadProxy|cnn|simd",
        "dtype": 6,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5056,
        "total_correct": 4295,
        "total_train": 240,
        "infer_ms": 858.609199,
        "train_ms": 1688.566217,
        "blocked_train": 1688566217,
        "duration": 3690449960,
        "avg_accuracy": 66.47981099656357,
        "soft_acc": 30.730218557044672,
        "adapt_pct": 36.05238941408935,
        "stability": 94.67782914295533,
        "consistency": 100,
        "throughput": 1370.022640816406,
        "availability": 33.708286975709406,
        "score": 141.91557983321636,
        "zero_downtime": 10.358630259471324,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 25533352,
        "heap_mib": 24.350502014160156,
        "mobile_score": 60788.100914703704,
        "mobile_throughput": 586835.3188793724,
        "mobile_availability": 14438.603236863344,
        "mobile_accuracy": 13162.977799702481,
        "soft_acc_blocks": [
          25.4080477,
          36.05238941408935
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071032294,
        "time_to_acc50_sec": 1.803899932,
        "acc_per_sec": 8.326957116374142,
        "mobile_acc_per_sec": 3566.767722736574
      },
      "started": "2026-08-18T08:11:49.103775675+10:00",
      "ended": "2026-08-18T08:11:52.794494645+10:00"
    },
    {
      "cell": {
        "id": "int32|none|TweenSplitHeadProxy|cnn|simd",
        "dtype": 7,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4320,
        "total_correct": 3749,
        "total_train": 251,
        "infer_ms": 786.216231,
        "train_ms": 1646.155086,
        "blocked_train": 1646155086,
        "duration": 3681463539,
        "avg_accuracy": 70.10200700558553,
        "soft_acc": 27.830712738095237,
        "adapt_pct": 30.115434,
        "stability": 97.71527873809524,
        "consistency": 100,
        "throughput": 1173.4463629031204,
        "availability": 32.32303495379525,
        "score": 105.56007830909402,
        "zero_downtime": 8.99573100622487,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 26401112,
        "heap_mib": 25.178062438964844,
        "mobile_score": 90431.18028842857,
        "mobile_throughput": 1005267.7233884824,
        "mobile_availability": 27690.48913375066,
        "mobile_accuracy": 23842.007712468097,
        "soft_acc_blocks": [
          25.545991476190476,
          30.115434
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.069703649,
        "time_to_acc50_sec": 0.069703649,
        "acc_per_sec": 7.559687185073935,
        "mobile_acc_per_sec": 6476.230841320332
      },
      "started": "2026-08-18T08:11:55.769555151+10:00",
      "ended": "2026-08-18T08:11:59.451298637+10:00"
    },
    {
      "cell": {
        "id": "int16|none|TweenSplitHeadProxy|cnn|simd",
        "dtype": 8,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4840,
        "total_correct": 4041,
        "total_train": 256,
        "infer_ms": 859.991571,
        "train_ms": 1709.649302,
        "blocked_train": 1709649302,
        "duration": 3806640148,
        "avg_accuracy": 62.56463472485768,
        "soft_acc": 27.405365799905123,
        "adapt_pct": 29.518239299810247,
        "stability": 97.88712650009488,
        "consistency": 100,
        "throughput": 1271.462447676575,
        "availability": 33.46738371249436,
        "score": 116.61674204967173,
        "zero_downtime": 9.171858930066946,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 25753448,
        "heap_mib": 24.560401916503906,
        "mobile_score": 199806.40018215126,
        "mobile_throughput": 2178472.2345341705,
        "mobile_availability": 57341.65905835373,
        "mobile_accuracy": 46955.24321732241,
        "soft_acc_blocks": [
          25.2924923,
          29.518239299810247
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.072036251,
        "time_to_acc50_sec": 1.859329039,
        "acc_per_sec": 7.1993581569048075,
        "mobile_acc_per_sec": 12335.088527344144
      },
      "started": "2026-08-18T08:12:02.463110455+10:00",
      "ended": "2026-08-18T08:12:06.270060289+10:00"
    },
    {
      "cell": {
        "id": "int8|none|TweenSplitHeadProxy|cnn|simd",
        "dtype": 9,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8728,
        "total_correct": 7489,
        "total_train": 289,
        "infer_ms": 915.85732,
        "train_ms": 1564.676538,
        "blocked_train": 1564676538,
        "duration": 3719137220,
        "avg_accuracy": 60.73296875494634,
        "soft_acc": 27.508398474548102,
        "adapt_pct": 29.76879198135427,
        "stability": 97.73960649319383,
        "consistency": 100,
        "throughput": 2346.780848274267,
        "availability": 36.92178266570551,
        "score": 238.3529347626811,
        "zero_downtime": 10.1565910995889,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 26999320,
        "heap_mib": 25.748558044433594,
        "mobile_score": 816768.5193520036,
        "mobile_throughput": 8041758.41424849,
        "mobile_availability": 126520.57248521183,
        "mobile_accuracy": 94263.55045375082,
        "soft_acc_blocks": [
          25.248004967741938,
          29.76879198135427
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071613594,
        "time_to_acc50_sec": 1.886037655,
        "acc_per_sec": 7.396446231297726,
        "mobile_acc_per_sec": 25345.54249486681
      },
      "started": "2026-08-18T08:12:09.303396501+10:00",
      "ended": "2026-08-18T08:12:13.022845805+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|TweenSplitHeadProxy|cnn|simd",
        "dtype": 10,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6520,
        "total_correct": 5293,
        "total_train": 247,
        "infer_ms": 919.944352,
        "train_ms": 1658.600204,
        "blocked_train": 1658600204,
        "duration": 3816987806,
        "avg_accuracy": 62.32404891304348,
        "soft_acc": 27.190315856711955,
        "adapt_pct": 29.126533433423912,
        "stability": 98.06378242328805,
        "consistency": 100,
        "throughput": 1708.1532169820089,
        "availability": 35.67688407242709,
        "score": 165.70209259311628,
        "zero_downtime": 9.700657467125886,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 29549744,
        "heap_mib": 28.180831909179688,
        "mobile_score": 70745.61785135159,
        "mobile_throughput": 729286.8353624295,
        "mobile_availability": 15232.053905997276,
        "mobile_accuracy": 11608.759218146415,
        "soft_acc_blocks": [
          25.254098279999997,
          29.126533433423912
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.086776864,
        "time_to_acc50_sec": 1.885967384,
        "acc_per_sec": 7.123500843772922,
        "mobile_acc_per_sec": 3041.3403993322618
      },
      "started": "2026-08-18T08:12:16.051096379+10:00",
      "ended": "2026-08-18T08:12:19.868392987+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|TweenSplitHeadProxy|cnn|simd",
        "dtype": 11,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5608,
        "total_correct": 4758,
        "total_train": 287,
        "infer_ms": 766.196375,
        "train_ms": 1738.170708,
        "blocked_train": 1738170708,
        "duration": 3604699920,
        "avg_accuracy": 67.31944444444444,
        "soft_acc": 27.341261563333333,
        "adapt_pct": 29.334171166666668,
        "stability": 98.00709039666667,
        "consistency": 100,
        "throughput": 1555.7466986045263,
        "availability": 30.594411665967417,
        "score": 130.13662630238443,
        "zero_downtime": 8.36489811735512,
        "weight_bytes": 1232,
        "weight_mib": 0.0011749267578125,
        "heap_bytes": 26401736,
        "heap_mib": 25.17865753173828,
        "mobile_score": 110761.47975783203,
        "mobile_throughput": 1324122.2810356654,
        "mobile_availability": 26039.420297932997,
        "mobile_accuracy": 23270.609322267705,
        "soft_acc_blocks": [
          25.34835196,
          29.334171166666668
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071866615,
        "time_to_acc50_sec": 1.853201825,
        "acc_per_sec": 7.584892548651688,
        "mobile_acc_per_sec": 6455.6301047848965
      },
      "started": "2026-08-18T08:12:22.982400981+10:00",
      "ended": "2026-08-18T08:12:26.587418348+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|TweenSplitHeadProxy|cnn|simd",
        "dtype": 12,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6176,
        "total_correct": 4906,
        "total_train": 276,
        "infer_ms": 873.429033,
        "train_ms": 1667.355446,
        "blocked_train": 1667355446,
        "duration": 3662238034,
        "avg_accuracy": 59.046653950087425,
        "soft_acc": 27.13513466404387,
        "adapt_pct": 28.947667105865523,
        "stability": 98.18746755817835,
        "consistency": 100,
        "throughput": 1686.4004858947953,
        "availability": 34.37635266662852,
        "score": 157.30861086804148,
        "zero_downtime": 9.328069588676286,
        "weight_bytes": 620,
        "weight_mib": 0.000591278076171875,
        "heap_bytes": 29949832,
        "heap_mib": 28.56238555908203,
        "mobile_score": 266048.44185414107,
        "mobile_throughput": 2852127.5417703562,
        "mobile_availability": 58139.06189316559,
        "mobile_accuracy": 45892.34026691043,
        "soft_acc_blocks": [
          25.32260222222222,
          28.947667105865523
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.072302603,
        "time_to_acc50_sec": 1.8636137860000002,
        "acc_per_sec": 7.4094404602111865,
        "mobile_acc_per_sec": 12531.228129042589
      },
      "started": "2026-08-18T08:12:29.874918282+10:00",
      "ended": "2026-08-18T08:12:33.537435067+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|TweenSplitHeadProxy|cnn|simd",
        "dtype": 13,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8648,
        "total_correct": 6958,
        "total_train": 293,
        "infer_ms": 913.616053,
        "train_ms": 1587.453721,
        "blocked_train": 1587453721,
        "duration": 3817114879,
        "avg_accuracy": 62.98789828431372,
        "soft_acc": 27.409015643995097,
        "adapt_pct": 29.437297725490193,
        "stability": 97.97171791850491,
        "consistency": 100,
        "throughput": 2265.5854681181577,
        "availability": 36.52901100551223,
        "score": 226.83590751267909,
        "zero_downtime": 10.012242341097538,
        "weight_bytes": 314,
        "weight_mib": 0.0002994537353515625,
        "heap_bytes": 25961216,
        "heap_mib": 24.758544921875,
        "mobile_score": 757499.0081401751,
        "mobile_throughput": 7565727.859291291,
        "mobile_availability": 121985.49122329934,
        "mobile_accuracy": 91530.05091693568,
        "soft_acc_blocks": [
          25.3807335625,
          29.437297725490193
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.079324785,
        "time_to_acc50_sec": 1.889634591,
        "acc_per_sec": 7.180558226001219,
        "mobile_acc_per_sec": 23978.856759195714
      },
      "started": "2026-08-18T08:12:36.632905489+10:00",
      "ended": "2026-08-18T08:12:40.450304379+10:00"
    },
    {
      "cell": {
        "id": "int4|none|TweenSplitHeadProxy|cnn|simd",
        "dtype": 14,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8432,
        "total_correct": 3566,
        "total_train": 282,
        "infer_ms": 838.802348,
        "train_ms": 1562.42383,
        "blocked_train": 1562423830,
        "duration": 3689709486,
        "avg_accuracy": 39.65835111078417,
        "soft_acc": 25.341242767470945,
        "adapt_pct": 25.3623382492276,
        "stability": 99.97890451824334,
        "consistency": 100,
        "throughput": 2285.2747708170104,
        "availability": 34.932250684466766,
        "score": 202.29861182945686,
        "zero_downtime": 8.852266450092253,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 46414328,
        "heap_mib": 44.26415252685547,
        "mobile_score": 1386440.975148265,
        "mobile_throughput": 15661988.745648481,
        "mobile_availability": 239406.01107003546,
        "mobile_accuracy": 173674.633831004,
        "soft_acc_blocks": [
          25.320147285714285,
          25.3623382492276
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.118489963,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.868086190423433,
        "mobile_acc_per_sec": 47070.00225627086
      },
      "started": "2026-08-18T08:12:43.444486996+10:00",
      "ended": "2026-08-18T08:12:47.13466044+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|TweenSplitHeadProxy|cnn|simd",
        "dtype": 15,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5560,
        "total_correct": 1431,
        "total_train": 260,
        "infer_ms": 874.721854,
        "train_ms": 1731.78402,
        "blocked_train": 1731784020,
        "duration": 3800559748,
        "avg_accuracy": 18.455284552845526,
        "soft_acc": 24.967902771707315,
        "adapt_pct": 25.018327263414633,
        "stability": 99.94957550829268,
        "consistency": 100,
        "throughput": 1462.9424002414078,
        "availability": 33.55917447665802,
        "score": 122.58026635821994,
        "zero_downtime": 8.379022054319593,
        "weight_bytes": 161,
        "weight_mib": 0.00015354156494140625,
        "heap_bytes": 25361080,
        "heap_mib": 24.18621063232422,
        "mobile_score": 798352.3315331481,
        "mobile_throughput": 9527989.380593382,
        "mobile_availability": 218567.35985115627,
        "mobile_accuracy": 162613.31438972527,
        "soft_acc_blocks": [
          24.91747828,
          25.018327263414633
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.569533023351727,
        "mobile_acc_per_sec": 42786.67490368981
      },
      "started": "2026-08-18T08:12:50.199870852+10:00",
      "ended": "2026-08-18T08:12:54.000801642+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|TweenSplitHeadProxy|cnn|simd",
        "dtype": 16,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8008,
        "total_correct": 1991,
        "total_train": 256,
        "infer_ms": 956.521135,
        "train_ms": 1659.268324,
        "blocked_train": 1659268324,
        "duration": 3765927255,
        "avg_accuracy": 25.125008787964006,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 2126.435126798539,
        "availability": 36.56720657348593,
        "score": 194.3944813668973,
        "zero_downtime": 9.141801643371483,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 26812464,
        "heap_mib": 25.570358276367188,
        "mobile_score": 1332270.5078024557,
        "mobile_throughput": 14573391.107960163,
        "mobile_availability": 250611.07973855938,
        "mobile_accuracy": 171335.9477124183,
        "soft_acc_blocks": [
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071804425,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.638471299945489,
        "mobile_acc_per_sec": 45496.350861513994
      },
      "started": "2026-08-18T08:12:57.095866287+10:00",
      "ended": "2026-08-18T08:13:00.862179323+10:00"
    },
    {
      "cell": {
        "id": "int2|none|TweenSplitHeadProxy|cnn|simd",
        "dtype": 17,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7888,
        "total_correct": 2837,
        "total_train": 285,
        "infer_ms": 999.626315,
        "train_ms": 1738.751178,
        "blocked_train": 1738751178,
        "duration": 3862903932,
        "avg_accuracy": 37.25865874891183,
        "soft_acc": 24.876068897867178,
        "adapt_pct": 25.09863158985201,
        "stability": 99.77743730801517,
        "consistency": 100,
        "throughput": 2041.987100599736,
        "availability": 36.504328477549315,
        "score": 185.42962028060109,
        "zero_downtime": 9.080841902778916,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 29762520,
        "heap_mib": 28.383750915527344,
        "mobile_score": 2525156.487212358,
        "mobile_throughput": 27807515.14283726,
        "mobile_availability": 497111.2043853864,
        "mobile_accuracy": 338759.0755928568,
        "soft_acc_blocks": [
          24.65350620588235,
          25.09863158985201
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.072944163,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.439732733655561,
        "mobile_acc_per_sec": 87695.44403799498
      },
      "started": "2026-08-18T08:13:04.090580101+10:00",
      "ended": "2026-08-18T08:13:07.953928304+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|TweenSplitHeadProxy|cnn|simd",
        "dtype": 18,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5168,
        "total_correct": 1192,
        "total_train": 271,
        "infer_ms": 783.790754,
        "train_ms": 1716.852066,
        "blocked_train": 1716852066,
        "duration": 3757410764,
        "avg_accuracy": 11.454884105960264,
        "soft_acc": 24.70913915156205,
        "adapt_pct": 24.903210955298015,
        "stability": 99.80592819626403,
        "consistency": 100,
        "throughput": 1375.4152326157546,
        "availability": 31.3435708503144,
        "score": 106.52214850707904,
        "zero_downtime": 7.744726536472625,
        "weight_bytes": 85,
        "weight_mib": 0.00008106231689453125,
        "heap_bytes": 25961456,
        "heap_mib": 24.758773803710938,
        "mobile_score": 1314077.2752112814,
        "mobile_throughput": 16967381.211238794,
        "mobile_availability": 386660.18997575616,
        "mobile_accuracy": 304816.591705745,
        "soft_acc_blocks": [
          24.515067347826086,
          24.903210955298015
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.576108044481572,
        "mobile_acc_per_sec": 81124.10669235657
      },
      "started": "2026-08-18T08:13:10.92884702+10:00",
      "ended": "2026-08-18T08:13:14.712636722+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|TweenSplitHeadProxy|cnn|simd",
        "dtype": 19,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8440,
        "total_correct": 1928,
        "total_train": 275,
        "infer_ms": 846.499341,
        "train_ms": 1549.099793,
        "blocked_train": 1549099793,
        "duration": 3817218461,
        "avg_accuracy": 24.690934065934066,
        "soft_acc": 24.679215089919694,
        "adapt_pct": 24.801052286982248,
        "stability": 99.87816280293745,
        "consistency": 100,
        "throughput": 2211.034051687198,
        "availability": 35.33560055962184,
        "score": 192.81430490854493,
        "zero_downtime": 8.72054886542394,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 43822832,
        "heap_mib": 41.79270935058594,
        "mobile_score": 2625720.1634257454,
        "mobile_throughput": 30109574.56859682,
        "mobile_availability": 481195.61938189645,
        "mobile_accuracy": 336078.3460016576,
        "soft_acc_blocks": [
          24.557377892857144,
          24.801052286982248
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.131292191,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.465235181602485,
        "mobile_acc_per_sec": 88042.73306212996
      },
      "started": "2026-08-18T08:13:17.789804199+10:00",
      "ended": "2026-08-18T08:13:21.60751094+10:00"
    },
    {
      "cell": {
        "id": "binary|none|TweenSplitHeadProxy|cnn|simd",
        "dtype": 20,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8088,
        "total_correct": 1751,
        "total_train": 279,
        "infer_ms": 828.099834,
        "train_ms": 1600.436874,
        "blocked_train": 1600436874,
        "duration": 3733423455,
        "avg_accuracy": 20.056652046783626,
        "soft_acc": 25.02603850610595,
        "adapt_pct": 24.85800228998968,
        "stability": 99.83196378388374,
        "consistency": 100,
        "throughput": 2166.376275685556,
        "availability": 34.098715958136545,
        "score": 184.86897134285942,
        "zero_downtime": 8.533557785770945,
        "weight_bytes": 39,
        "weight_mib": 0.00003719329833984375,
        "heap_bytes": 26409848,
        "heap_mib": 25.18639373779297,
        "mobile_score": 4970491.448584876,
        "mobile_throughput": 58246414.60649378,
        "mobile_availability": 916797.3124235637,
        "mobile_accuracy": 672864.1885276552,
        "soft_acc_blocks": [
          25.194074722222222,
          24.85800228998968
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.703241356827537,
        "mobile_acc_per_sec": 180227.12843530232
      },
      "started": "2026-08-18T08:13:24.689517408+10:00",
      "ended": "2026-08-18T08:13:28.423301853+10:00"
    },
    {
      "cell": {
        "id": "int|none|TweenSplitHeadProxy|cnn|simd",
        "dtype": 21,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4368,
        "total_correct": 3822,
        "total_train": 238,
        "infer_ms": 860.759278,
        "train_ms": 1740.789576,
        "blocked_train": 1740789576,
        "duration": 3816814205,
        "avg_accuracy": 66.79409672830725,
        "soft_acc": 30.466991509347693,
        "adapt_pct": 35.52428628185328,
        "stability": 94.94270522749441,
        "consistency": 100,
        "throughput": 1144.409909782339,
        "availability": 33.08641606620393,
        "score": 115.36150365393517,
        "zero_downtime": 10.080435573637802,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 28703800,
        "heap_mib": 27.37407684326172,
        "mobile_score": 49413.931395191474,
        "mobile_throughput": 490196.3911601004,
        "mobile_availability": 14172.231132776084,
        "mobile_accuracy": 13050.22716050072,
        "soft_acc_blocks": [
          25.409696736842108,
          35.52428628185328
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.072257132,
        "time_to_acc50_sec": 1.959857272,
        "acc_per_sec": 7.982309295913892,
        "mobile_acc_per_sec": 3419.141320372633
      },
      "started": "2026-08-18T08:13:31.579887571+10:00",
      "ended": "2026-08-18T08:13:35.39697615+10:00"
    },
    {
      "cell": {
        "id": "uint|none|TweenSplitHeadProxy|cnn|simd",
        "dtype": 22,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5272,
        "total_correct": 3928,
        "total_train": 265,
        "infer_ms": 840.86375,
        "train_ms": 1686.450913,
        "blocked_train": 1686450913,
        "duration": 3756819443,
        "avg_accuracy": 54.21727272727273,
        "soft_acc": 26.478618219163636,
        "adapt_pct": 27.7449296656,
        "stability": 98.73368855356364,
        "consistency": 100,
        "throughput": 1403.3147134135506,
        "availability": 33.271035154833825,
        "score": 123.6279619185056,
        "zero_downtime": 8.809710376212168,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 31855872,
        "heap_mib": 30.380126953125,
        "mobile_score": 52782.293891147776,
        "mobile_throughput": 599137.6746467131,
        "mobile_availability": 14204.889641089183,
        "mobile_accuracy": 11304.903736880182,
        "soft_acc_blocks": [
          25.212306772727274,
          27.7449296656
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.073229057,
        "time_to_acc50_sec": 1.935514678,
        "acc_per_sec": 7.048147674091889,
        "mobile_acc_per_sec": 3009.168768529551
      },
      "started": "2026-08-18T08:13:38.387276202+10:00",
      "ended": "2026-08-18T08:13:42.144474603+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|TweenSplitHeadProxy|cnn|simd",
        "dtype": 23,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5520,
        "total_correct": 4323,
        "total_train": 258,
        "infer_ms": 909.977979,
        "train_ms": 1655.137704,
        "blocked_train": 1655137704,
        "duration": 3730024602,
        "avg_accuracy": 48.63911290322581,
        "soft_acc": 27.367317804838713,
        "adapt_pct": 29.77954530967742,
        "stability": 97.58777249516129,
        "consistency": 100,
        "throughput": 1479.883000514322,
        "availability": 35.47512437863022,
        "score": 143.6757734489488,
        "zero_downtime": 9.708590030361547,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 25767616,
        "heap_mib": 24.57391357421875,
        "mobile_score": 61341.59927524631,
        "mobile_throughput": 631828.0933010202,
        "mobile_availability": 15145.913689106907,
        "mobile_accuracy": 11684.329248585733,
        "soft_acc_blocks": [
          24.955090300000002,
          29.77954530967742
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.882675127,
        "time_to_acc50_sec": 1.882675127,
        "acc_per_sec": 7.337034128451766,
        "mobile_acc_per_sec": 3132.5072875714327
      },
      "started": "2026-08-18T08:13:45.386470848+10:00",
      "ended": "2026-08-18T08:13:49.116847169+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|TweenSplitHeadProxy|cnn|simd",
        "dtype": 24,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4480,
        "total_correct": 3763,
        "total_train": 259,
        "infer_ms": 829.353078,
        "train_ms": 1714.271611,
        "blocked_train": 1714271611,
        "duration": 3852854695,
        "avg_accuracy": 67.72929769392033,
        "soft_acc": 30.414980613836477,
        "adapt_pct": 35.36532789433962,
        "stability": 95.04965271949686,
        "consistency": 100,
        "throughput": 1162.7741907354748,
        "availability": 32.60516701172812,
        "score": 115.31063309734544,
        "zero_downtime": 9.916855225726113,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 31698336,
        "heap_mib": 30.229888916015625,
        "mobile_score": 49392.141507631575,
        "mobile_throughput": 498062.54486300703,
        "mobile_availability": 13966.092975690288,
        "mobile_accuracy": 13027.948820316256,
        "soft_acc_blocks": [
          25.464633333333335,
          35.36532789433962
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.07291838,
        "time_to_acc50_sec": 0.07291838,
        "acc_per_sec": 7.894141622653765,
        "mobile_acc_per_sec": 3381.3755907335762
      },
      "started": "2026-08-18T08:13:52.487107933+10:00",
      "ended": "2026-08-18T08:13:56.340295804+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|TweenSplitHeadProxy|cnn|simd",
        "dtype": 25,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4144,
        "total_correct": 3382,
        "total_train": 237,
        "infer_ms": 834.969231,
        "train_ms": 1745.45527,
        "blocked_train": 1745455270,
        "duration": 3689491475,
        "avg_accuracy": 57.59576023391813,
        "soft_acc": 29.748189388947367,
        "adapt_pct": 34.319099619999996,
        "stability": 95.42908976894736,
        "consistency": 100,
        "throughput": 1123.1900190255894,
        "availability": 32.35782448494121,
        "score": 108.11677637694763,
        "zero_downtime": 9.625866909923495,
        "weight_bytes": 4896,
        "weight_mib": 0.004669189453125,
        "heap_bytes": 25803936,
        "heap_mib": 24.608551025390625,
        "mobile_score": 23155.3629301949,
        "mobile_throughput": 240553.53296359815,
        "mobile_availability": 6930.07315504937,
        "mobile_accuracy": 6371.167777104753,
        "soft_acc_blocks": [
          25.177279157894738,
          34.319099619999996
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071155881,
        "time_to_acc50_sec": 1.8766823540000002,
        "acc_per_sec": 8.062951111425827,
        "mobile_acc_per_sec": 1726.8417125438007
      },
      "started": "2026-08-18T08:13:59.497659951+10:00",
      "ended": "2026-08-18T08:14:03.187513873+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|TweenSplitHeadProxy|cnn|simd",
        "dtype": 26,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4488,
        "total_correct": 1355,
        "total_train": 221,
        "infer_ms": 885.342157,
        "train_ms": 1724.168766,
        "blocked_train": 1724168766,
        "duration": 3648371179,
        "avg_accuracy": 26.232880494808924,
        "soft_acc": 24.839457928208528,
        "adapt_pct": 24.948030634194833,
        "stability": 99.8914272940137,
        "consistency": 100,
        "throughput": 1230.1379930399894,
        "availability": 33.92751297557991,
        "score": 103.66877607305835,
        "zero_downtime": 8.427410311656661,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 29786944,
        "heap_mib": 28.40704345703125,
        "mobile_score": 710487.5198665571,
        "mobile_throughput": 8430674.354182353,
        "mobile_availability": 232520.1035678541,
        "mobile_accuracy": 170235.68259169403,
        "soft_acc_blocks": [
          24.730885222222224,
          24.948030634194833
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.896528371,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.808369189841287,
        "mobile_acc_per_sec": 46660.735500699455
      },
      "started": "2026-08-18T08:14:06.399416556+10:00",
      "ended": "2026-08-18T08:14:10.048218359+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|TweenSplitHeadProxy|cnn|simd",
        "dtype": 27,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2792,
        "total_correct": 2201,
        "total_train": 166,
        "infer_ms": 851.295872,
        "train_ms": 1832.052269,
        "blocked_train": 1832052269,
        "duration": 3738445672,
        "avg_accuracy": 54.587155963302756,
        "soft_acc": 26.78517871292049,
        "adapt_pct": 28.423908675840977,
        "stability": 98.3612700370795,
        "consistency": 100,
        "throughput": 746.8344453716057,
        "availability": 31.725136928477298,
        "score": 63.46326240796624,
        "zero_downtime": 8.497634623211379,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 29581272,
        "heap_mib": 28.210899353027344,
        "mobile_score": 289330.66888128524,
        "mobile_throughput": 3404837.719086856,
        "mobile_availability": 144635.7268691957,
        "mobile_accuracy": 122114.32849599703,
        "soft_acc_blocks": [
          25.14644875,
          28.423908675840977
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.073743117,
        "time_to_acc50_sec": 1.949490559,
        "acc_per_sec": 7.1647901462189525,
        "mobile_acc_per_sec": 32664.465184181237
      },
      "started": "2026-08-18T08:14:13.267830709+10:00",
      "ended": "2026-08-18T08:14:17.006585235+10:00"
    },
    {
      "cell": {
        "id": "int6|none|TweenSplitHeadProxy|cnn|simd",
        "dtype": 28,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2568,
        "total_correct": 1885,
        "total_train": 173,
        "infer_ms": 819.351421,
        "train_ms": 1806.024731,
        "blocked_train": 1806024731,
        "duration": 2085712783,
        "avg_accuracy": 48.86363636363637,
        "soft_acc": 25.340483272727273,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1231.2337637909563,
        "availability": 31.20891535393211,
        "score": 97.37199877653346,
        "zero_downtime": 7.90848997486278,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 29787288,
        "heap_mib": 28.407371520996094,
        "mobile_score": 443921.48256131454,
        "mobile_throughput": 5613226.848264634,
        "mobile_availability": 142282.25924419443,
        "mobile_accuracy": 115527.92429644901,
        "soft_acc_blocks": [
          25.340483272727273
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.07196041,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.149555528100377,
        "mobile_acc_per_sec": 55390.14059753644
      },
      "started": "2026-08-18T08:14:20.109397874+10:00",
      "ended": "2026-08-18T08:14:22.195441438+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|TweenSplitHeadProxy|cnn|simd",
        "dtype": 29,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2816,
        "total_correct": 2190,
        "total_train": 181,
        "infer_ms": 737.343366,
        "train_ms": 1924.745926,
        "blocked_train": 1924745926,
        "duration": 3783120972,
        "avg_accuracy": 60.37732667925546,
        "soft_acc": 26.94436790396547,
        "adapt_pct": 28.130173626112757,
        "stability": 98.8141942778527,
        "consistency": 100,
        "throughput": 744.358962042729,
        "availability": 27.697920134228163,
        "score": 55.55172894333685,
        "zero_downtime": 7.4630295027129625,
        "weight_bytes": 238,
        "weight_mib": 0.0002269744873046875,
        "heap_bytes": 31382752,
        "heap_mib": 29.928924560546875,
        "mobile_score": 244748.78037179992,
        "mobile_throughput": 3279482.9537097337,
        "mobile_availability": 122030.98446499341,
        "mobile_accuracy": 118710.99798011973,
        "soft_acc_blocks": [
          25.75856218181818,
          28.130173626112757
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.159071172,
        "time_to_acc50_sec": 1.929751654,
        "acc_per_sec": 7.122259135615469,
        "mobile_acc_per_sec": 31379.117627677
      },
      "started": "2026-08-18T08:14:25.536119445+10:00",
      "ended": "2026-08-18T08:14:29.319570989+10:00"
    },
    {
      "cell": {
        "id": "int5|none|TweenSplitHeadProxy|cnn|simd",
        "dtype": 30,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2736,
        "total_correct": 1875,
        "total_train": 187,
        "infer_ms": 752.995627,
        "train_ms": 1844.279945,
        "blocked_train": 1844279945,
        "duration": 3795875215,
        "avg_accuracy": 41.11201298701299,
        "soft_acc": 25.612096022727272,
        "adapt_pct": 26.33654159090909,
        "stability": 99.27555443181818,
        "consistency": 100,
        "throughput": 720.7823874684458,
        "availability": 28.99174947462987,
        "score": 53.52093729932311,
        "zero_downtime": 7.425394714110731,
        "weight_bytes": 192,
        "weight_mib": 0.00018310546875,
        "heap_bytes": 29611176,
        "heap_mib": 28.239418029785156,
        "mobile_score": 292295.6789040366,
        "mobile_throughput": 3936432.878761005,
        "mobile_availability": 158333.60779744526,
        "mobile_accuracy": 139876.19374545454,
        "soft_acc_blocks": [
          24.887650454545454,
          26.33654159090909
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.899265733,
        "time_to_acc50_sec": 1.899265733,
        "acc_per_sec": 6.747349312621509,
        "mobile_acc_per_sec": 36849.5237126636
      },
      "started": "2026-08-18T08:14:32.36723568+10:00",
      "ended": "2026-08-18T08:14:36.163415219+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|TweenSplitHeadProxy|cnn|simd",
        "dtype": 31,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3136,
        "total_correct": 2058,
        "total_train": 194,
        "infer_ms": 842.139987,
        "train_ms": 1770.920314,
        "blocked_train": 1770920314,
        "duration": 3711931206,
        "avg_accuracy": 45.036417941731294,
        "soft_acc": 25.597124421504926,
        "adapt_pct": 26.20605038147139,
        "stability": 99.39107404003354,
        "consistency": 100,
        "throughput": 844.8432435738412,
        "availability": 32.22811148589716,
        "score": 69.69508820002835,
        "zero_downtime": 8.249469795746416,
        "weight_bytes": 200,
        "weight_mib": 0.00019073486328125,
        "heap_bytes": 26445120,
        "heap_mib": 25.22003173828125,
        "mobile_score": 365402.98402216466,
        "mobile_throughput": 4429411.74486842,
        "mobile_availability": 168968.1211471805,
        "mobile_accuracy": 134202.65168701974,
        "soft_acc_blocks": [
          24.988198461538463,
          26.20605038147139
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.921246644,
        "time_to_acc50_sec": 1.921246644,
        "acc_per_sec": 6.895904854090372,
        "mobile_acc_per_sec": 36154.40164141333
      },
      "started": "2026-08-18T08:14:39.323721106+10:00",
      "ended": "2026-08-18T08:14:43.035975594+10:00"
    },
    {
      "cell": {
        "id": "int3|none|TweenSplitHeadProxy|cnn|simd",
        "dtype": 32,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3088,
        "total_correct": 951,
        "total_train": 193,
        "infer_ms": 730.336477,
        "train_ms": 1839.55114,
        "blocked_train": 1839551140,
        "duration": 3756613914,
        "avg_accuracy": 27.39457512184785,
        "soft_acc": 24.947965438758214,
        "adapt_pct": 25.064815415977964,
        "stability": 99.88315002278026,
        "consistency": 100,
        "throughput": 822.0168669694173,
        "availability": 28.419004479758932,
        "score": 58.28069513859913,
        "zero_downtime": 7.089963415649407,
        "weight_bytes": 115,
        "weight_mib": 0.00010967254638671875,
        "heap_bytes": 28944968,
        "heap_mib": 27.60407257080078,
        "mobile_score": 531406.4190056671,
        "mobile_throughput": 7495192.680863684,
        "mobile_availability": 259125.96557711044,
        "mobile_accuracy": 227476.8505035768,
        "soft_acc_blocks": [
          24.831115461538463,
          25.064815415977964
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.950865153,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.641077845605354,
        "mobile_acc_per_sec": 60553.69428724765
      },
      "started": "2026-08-18T08:14:46.27090125+10:00",
      "ended": "2026-08-18T08:14:50.027857872+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|TweenSplitHeadProxy|cnn|simd",
        "dtype": 33,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3744,
        "total_correct": 894,
        "total_train": 226,
        "infer_ms": 801.151721,
        "train_ms": 1780.994829,
        "blocked_train": 1780994829,
        "duration": 3763174987,
        "avg_accuracy": 26.98562313556513,
        "soft_acc": 25.04515212595293,
        "adapt_pct": 24.923342109048725,
        "stability": 99.8781899830958,
        "consistency": 100,
        "throughput": 994.9045720525246,
        "availability": 31.026578293939203,
        "score": 77.3105892699269,
        "zero_downtime": 7.770653733194965,
        "weight_bytes": 123,
        "weight_mib": 0.00011730194091796875,
        "heap_bytes": 26847960,
        "heap_mib": 25.604209899902344,
        "mobile_score": 659073.402067503,
        "mobile_throughput": 8481569.56540283,
        "mobile_availability": 264501.8322044357,
        "mobile_accuracy": 213510.1254928717,
        "soft_acc_blocks": [
          25.16696214285714,
          24.923342109048725
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.082259723,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.655324881907473,
        "mobile_acc_per_sec": 56736.698726593575
      },
      "started": "2026-08-18T08:14:53.114966398+10:00",
      "ended": "2026-08-18T08:14:56.878470135+10:00"
    },
    {
      "cell": {
        "id": "float64|none|TweenSplitHeadProxy|bicameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1376,
        "total_correct": 426,
        "total_train": 87,
        "infer_ms": 857.51173,
        "train_ms": 1840.936628,
        "blocked_train": 1840936628,
        "duration": 2065505823,
        "avg_accuracy": 31.25,
        "soft_acc": 24.99979983333333,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 666.1806443137779,
        "availability": 31.777955930035258,
        "score": 52.9242241411002,
        "zero_downtime": 7.9444253736336945,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 26999456,
        "heap_mib": 25.748687744140625,
        "mobile_score": 437.4375019940904,
        "mobile_throughput": 5506.219536605845,
        "mobile_availability": 262.6560877576984,
        "mobile_accuracy": 206.6322211977971,
        "soft_acc_blocks": [
          24.99979983333333
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.088176802,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.10347584352142,
        "mobile_acc_per_sec": 100.0395248935578
      },
      "started": "2026-08-18T08:14:59.961692037+10:00",
      "ended": "2026-08-18T08:15:02.030420721+10:00"
    },
    {
      "cell": {
        "id": "float32|none|TweenSplitHeadProxy|bicameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2872,
        "total_correct": 910,
        "total_train": 137,
        "infer_ms": 707.216136,
        "train_ms": 1788.897612,
        "blocked_train": 1788897612,
        "duration": 3960386149,
        "avg_accuracy": 27.85400838354729,
        "soft_acc": 25.0003355389049,
        "adapt_pct": 25.001294077809796,
        "stability": 99.9990414610951,
        "consistency": 100,
        "throughput": 725.1818110527383,
        "availability": 28.33268862713704,
        "score": 51.36656553654439,
        "zero_downtime": 7.083267223977408,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 25866984,
        "heap_mib": 24.668678283691406,
        "mobile_score": 849.1258012367192,
        "mobile_throughput": 11987.770253285978,
        "mobile_availability": 468.3594606805531,
        "mobile_accuracy": 413.2732979890709,
        "soft_acc_blocks": [
          24.999377000000003,
          25.001294077809796
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 2.009612009,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.312600488519913,
        "mobile_acc_per_sec": 104.35176834799874
      },
      "started": "2026-08-18T08:15:05.188764165+10:00",
      "ended": "2026-08-18T08:15:09.151385572+10:00"
    },
    {
      "cell": {
        "id": "float16|none|TweenSplitHeadProxy|bicameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 880,
        "total_correct": 129,
        "total_train": 56,
        "infer_ms": 969.830428,
        "train_ms": 1854.344065,
        "blocked_train": 1854344065,
        "duration": 3666814506,
        "avg_accuracy": 21.178836633663366,
        "soft_acc": 24.999074846534654,
        "adapt_pct": 24.99896669306931,
        "stability": 99.99989184653465,
        "consistency": 100,
        "throughput": 239.9903236337857,
        "availability": 34.34031538787076,
        "score": 20.602596058312542,
        "zero_downtime": 8.58476114634987,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 28591608,
        "heap_mib": 27.26708221435547,
        "mobile_score": 681.1510835048913,
        "mobile_throughput": 7934.4209104117945,
        "mobile_availability": 1135.339593522259,
        "mobile_accuracy": 826.5049156980679,
        "soft_acc_blocks": [
          24.999183,
          24.99896669306931
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071981762,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.8176546170057755,
        "mobile_acc_per_sec": 225.40134341283417
      },
      "started": "2026-08-18T08:15:12.240005469+10:00",
      "ended": "2026-08-18T08:15:15.909705805+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|TweenSplitHeadProxy|bicameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1080,
        "total_correct": 441,
        "total_train": 72,
        "infer_ms": 787.976148,
        "train_ms": 1929.423101,
        "blocked_train": 1929423101,
        "duration": 2222815353,
        "avg_accuracy": 34.375,
        "soft_acc": 25.000221,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 485.87031691246375,
        "availability": 28.9974374685639,
        "score": 35.222796698021554,
        "zero_downtime": 7.249423451477781,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 25833760,
        "heap_mib": 24.636993408203125,
        "mobile_score": 1164.515678850569,
        "mobile_throughput": 16063.562663223724,
        "mobile_availability": 958.69646207078,
        "mobile_accuracy": 826.5428091592887,
        "soft_acc_blocks": [
          25.000221
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.130742858,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.247097500140399,
        "mobile_acc_per_sec": 371.8450153962422
      },
      "started": "2026-08-18T08:15:19.079673746+10:00",
      "ended": "2026-08-18T08:15:21.306842742+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|TweenSplitHeadProxy|bicameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 760,
        "total_correct": 195,
        "total_train": 58,
        "infer_ms": 704.026489,
        "train_ms": 1902.222911,
        "blocked_train": 1902222911,
        "duration": 3744190665,
        "avg_accuracy": 22.36111111111111,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 202.98111608052952,
        "availability": 27.013012991005386,
        "score": 13.70782881403029,
        "zero_downtime": 6.7532532477513465,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 28767264,
        "heap_mib": 27.434600830078125,
        "mobile_score": 906.4005742527825,
        "mobile_throughput": 13421.687903598015,
        "mobile_availability": 1786.1771415094252,
        "mobile_accuracy": 1653.0710051708916,
        "soft_acc_blocks": [
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.941192983,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.677010397385839,
        "mobile_acc_per_sec": 441.50289156572416
      },
      "started": "2026-08-18T08:15:24.55685024+10:00",
      "ended": "2026-08-18T08:15:28.304194495+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|TweenSplitHeadProxy|bicameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 840,
        "total_correct": 93,
        "total_train": 63,
        "infer_ms": 836.983139,
        "train_ms": 1952.130781,
        "blocked_train": 1952130781,
        "duration": 3704016362,
        "avg_accuracy": 8.723958333333332,
        "soft_acc": 24.999264953125,
        "adapt_pct": 24.999353906249997,
        "stability": 99.999911046875,
        "consistency": 100,
        "throughput": 226.78085567268886,
        "availability": 30.008926239914935,
        "score": 17.013124693792907,
        "zero_downtime": 7.502010980304187,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 27069712,
        "heap_mib": 25.815689086914062,
        "mobile_score": 1124.9561255466383,
        "mobile_throughput": 14995.394281614666,
        "mobile_availability": 1984.275434540613,
        "mobile_accuracy": 1653.0224017838316,
        "soft_acc_blocks": [
          24.999176,
          24.999353906249997
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.7492317824499395,
        "mobile_acc_per_sec": 446.278374669834
      },
      "started": "2026-08-18T08:15:31.418735013+10:00",
      "ended": "2026-08-18T08:15:35.126156268+10:00"
    },
    {
      "cell": {
        "id": "int64|none|TweenSplitHeadProxy|bicameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 768,
        "total_correct": 132,
        "total_train": 54,
        "infer_ms": 901.189224,
        "train_ms": 1843.252376,
        "blocked_train": 1843252376,
        "duration": 3915412676,
        "avg_accuracy": 12.457865168539326,
        "soft_acc": 24.999064196629213,
        "adapt_pct": 24.99948539325843,
        "stability": 99.99957880337078,
        "consistency": 100,
        "throughput": 196.14790663256258,
        "availability": 32.83688834916363,
        "score": 16.10161453467095,
        "zero_downtime": 8.208914798582875,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 42825176,
        "heap_mib": 40.841270446777344,
        "mobile_score": 133.08556061851374,
        "mobile_throughput": 1621.2320858962821,
        "mobile_availability": 271.4085401501813,
        "mobile_accuracy": 206.6261408992675,
        "soft_acc_blocks": [
          24.998643,
          24.99948539325843
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.384783997320137,
        "mobile_acc_per_sec": 52.77250650124511
      },
      "started": "2026-08-18T08:15:38.221598561+10:00",
      "ended": "2026-08-18T08:15:42.141571286+10:00"
    },
    {
      "cell": {
        "id": "int32|none|TweenSplitHeadProxy|bicameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 776,
        "total_correct": 215,
        "total_train": 55,
        "infer_ms": 902.609896,
        "train_ms": 1930.722394,
        "blocked_train": 1930722394,
        "duration": 3831110703,
        "avg_accuracy": 32.77777777777778,
        "soft_acc": 25.00201252777778,
        "adapt_pct": 25.00125738888889,
        "stability": 99.99924486111111,
        "consistency": 100,
        "throughput": 202.5522257533157,
        "availability": 31.85683158963328,
        "score": 16.132978978014954,
        "zero_downtime": 7.964849024993182,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 25488752,
        "heap_mib": 24.307968139648438,
        "mobile_score": 266.68959775588047,
        "mobile_throughput": 3348.3321142563495,
        "mobile_availability": 526.616046174349,
        "mobile_accuracy": 413.3010198058884,
        "soft_acc_blocks": [
          25.002767666666667,
          25.00125738888889
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071814052,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.526048048728958,
        "mobile_acc_per_sec": 107.88020807705915
      },
      "started": "2026-08-18T08:15:45.172367685+10:00",
      "ended": "2026-08-18T08:15:49.006767032+10:00"
    },
    {
      "cell": {
        "id": "int16|none|TweenSplitHeadProxy|bicameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 728,
        "total_correct": 161,
        "total_train": 47,
        "infer_ms": 902.392083,
        "train_ms": 1938.282325,
        "blocked_train": 1938282325,
        "duration": 2224240364,
        "avg_accuracy": 16.666666666666668,
        "soft_acc": 24.99928033333333,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 327.30275548582756,
        "availability": 31.766825527721657,
        "score": 25.992675556625013,
        "zero_downtime": 7.941477766676033,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 25466144,
        "heap_mib": 24.286407470703125,
        "mobile_score": 859.3547661894195,
        "mobile_throughput": 10821.09390012319,
        "mobile_availability": 1050.2563641239835,
        "mobile_accuracy": 826.5117093834447,
        "soft_acc_blocks": [
          24.99928033333333
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.239468871239913,
        "mobile_acc_per_sec": 371.59280209135017
      },
      "started": "2026-08-18T08:15:52.262995569+10:00",
      "ended": "2026-08-18T08:15:54.490413587+10:00"
    },
    {
      "cell": {
        "id": "int8|none|TweenSplitHeadProxy|bicameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2416,
        "total_correct": 469,
        "total_train": 116,
        "infer_ms": 567.084308,
        "train_ms": 1787.940064,
        "blocked_train": 1787940064,
        "duration": 3931999340,
        "avg_accuracy": 22.155172413793103,
        "soft_acc": 24.999530324137933,
        "adapt_pct": 24.999438648275863,
        "stability": 99.99990832413793,
        "consistency": 100,
        "throughput": 614.4456779079724,
        "availability": 24.07976387600629,
        "score": 36.988572178005036,
        "zero_downtime": 6.019827872163003,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 26058328,
        "heap_mib": 24.851158142089844,
        "mobile_score": 2445.7894476052343,
        "mobile_throughput": 40628.893376089676,
        "mobile_availability": 1592.2223789914976,
        "mobile_accuracy": 1653.0399488689152,
        "soft_acc_blocks": [
          24.999622000000002,
          24.999438648275863
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.072338739,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.357969104882386,
        "mobile_acc_per_sec": 420.406975162136
      },
      "started": "2026-08-18T08:15:57.753927785+10:00",
      "ended": "2026-08-18T08:16:01.689305612+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|TweenSplitHeadProxy|bicameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 784,
        "total_correct": 216,
        "total_train": 52,
        "infer_ms": 922.16982,
        "train_ms": 1960.986829,
        "blocked_train": 1960986829,
        "duration": 3899118313,
        "avg_accuracy": 28.213652482269502,
        "soft_acc": 24.998932005319148,
        "adapt_pct": 24.9989780106383,
        "stability": 99.99995399468085,
        "consistency": 100,
        "throughput": 201.07109789053484,
        "availability": 31.984728277592797,
        "score": 16.077324227052724,
        "zero_downtime": 7.9958404742015095,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 25998304,
        "heap_mib": 24.793914794921875,
        "mobile_score": 132.863846731708,
        "mobile_throughput": 1661.662049916975,
        "mobile_availability": 264.3234642540048,
        "mobile_accuracy": 206.59247916529688,
        "soft_acc_blocks": [
          24.998886,
          24.9989780106383
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.072009312,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.411432020918815,
        "mobile_acc_per_sec": 52.984408930731746
      },
      "started": "2026-08-18T08:16:04.914163113+10:00",
      "ended": "2026-08-18T08:16:08.817044912+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|TweenSplitHeadProxy|bicameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 744,
        "total_correct": 158,
        "total_train": 56,
        "infer_ms": 850.624931,
        "train_ms": 1939.812418,
        "blocked_train": 1939812418,
        "duration": 3732808132,
        "avg_accuracy": 13.96604938271605,
        "soft_acc": 24.99863015432099,
        "adapt_pct": 24.99973864197531,
        "stability": 99.99889151234568,
        "consistency": 100,
        "throughput": 199.3137535310106,
        "availability": 30.48357030143808,
        "score": 15.188654754387386,
        "zero_downtime": 7.6204749974889365,
        "weight_bytes": 63452,
        "weight_mib": 0.060512542724609375,
        "heap_bytes": 26146536,
        "heap_mib": 24.935279846191406,
        "mobile_score": 251.00010791994748,
        "mobile_throughput": 3293.7593523061996,
        "mobile_availability": 503.7562285255112,
        "mobile_accuracy": 413.1148523718289,
        "soft_acc_blocks": [
          24.997521666666668,
          24.99973864197531
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.697003775794654,
        "mobile_acc_per_sec": 110.67133315273995
      },
      "started": "2026-08-18T08:16:11.944999622+10:00",
      "ended": "2026-08-18T08:16:15.681399782+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|TweenSplitHeadProxy|bicameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 688,
        "total_correct": 222,
        "total_train": 50,
        "infer_ms": 776.505722,
        "train_ms": 1974.603106,
        "blocked_train": 1974603106,
        "duration": 3774561363,
        "avg_accuracy": 42.821285140562246,
        "soft_acc": 25.002353094377508,
        "adapt_pct": 25.000945855421683,
        "stability": 99.99859276104418,
        "consistency": 100,
        "throughput": 182.2728348634347,
        "availability": 28.22519102468599,
        "score": 12.862924549650575,
        "zero_downtime": 7.0569619215545405,
        "weight_bytes": 31736,
        "weight_mib": 0.03026580810546875,
        "heap_bytes": 43172248,
        "heap_mib": 41.172264099121094,
        "mobile_score": 424.99854967779186,
        "mobile_throughput": 6022.401061562922,
        "mobile_availability": 932.576818247452,
        "mobile_accuracy": 826.0923682344968,
        "soft_acc_blocks": [
          25.003760333333332,
          25.000945855421683
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.096362832,
        "time_to_acc50_sec": 0.096362832,
        "acc_per_sec": 6.623909559256914,
        "mobile_acc_per_sec": 218.85784566446236
      },
      "started": "2026-08-18T08:16:18.809709116+10:00",
      "ended": "2026-08-18T08:16:22.588296101+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|TweenSplitHeadProxy|bicameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1464,
        "total_correct": 391,
        "total_train": 96,
        "infer_ms": 706.15676,
        "train_ms": 1891.698798,
        "blocked_train": 1891698798,
        "duration": 3851317845,
        "avg_accuracy": 29.95689655172414,
        "soft_acc": 24.999772339080458,
        "adapt_pct": 24.99970301149425,
        "stability": 99.9999306724138,
        "consistency": 100,
        "throughput": 380.1296228771791,
        "availability": 27.18229494420567,
        "score": 25.83175357781979,
        "zero_downtime": 6.795511852588795,
        "weight_bytes": 15878,
        "weight_mib": 0.015142440795898438,
        "heap_bytes": 26546760,
        "heap_mib": 25.31696319580078,
        "mobile_score": 1705.9174228250386,
        "mobile_throughput": 25103.5898373889,
        "mobile_availability": 1795.1065690524879,
        "mobile_accuracy": 1650.9737548950516,
        "soft_acc_blocks": [
          24.99984166666667,
          24.99970301149425
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.069285616,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.491225431195346,
        "mobile_acc_per_sec": 428.6776166860493
      },
      "started": "2026-08-18T08:16:25.638348201+10:00",
      "ended": "2026-08-18T08:16:29.492982242+10:00"
    },
    {
      "cell": {
        "id": "int4|none|TweenSplitHeadProxy|bicameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2032,
        "total_correct": 740,
        "total_train": 117,
        "infer_ms": 526.64734,
        "train_ms": 1877.768023,
        "blocked_train": 1877768023,
        "duration": 2092106425,
        "avg_accuracy": 31.25,
        "soft_acc": 25.0003055,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 971.2699008608035,
        "availability": 21.90334282937286,
        "score": 53.18579396847316,
        "zero_downtime": 5.475902622055559,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 25489040,
        "heap_mib": 24.308242797851562,
        "mobile_score": 7033.59151170207,
        "mobile_throughput": 128446.24890465607,
        "mobile_availability": 2896.622475804323,
        "mobile_accuracy": 3306.1824113971497,
        "soft_acc_blocks": [
          25.0003055
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071667176,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.949824923462009,
        "mobile_acc_per_sec": 1580.3127278274812
      },
      "started": "2026-08-18T08:16:32.839217507+10:00",
      "ended": "2026-08-18T08:16:34.934538617+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|TweenSplitHeadProxy|bicameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 744,
        "total_correct": 201,
        "total_train": 47,
        "infer_ms": 987.795111,
        "train_ms": 1961.762313,
        "blocked_train": 1961762313,
        "duration": 3766305501,
        "avg_accuracy": 17.038690476190478,
        "soft_acc": 24.999661089285716,
        "adapt_pct": 25.00008317857143,
        "stability": 99.99957791071428,
        "consistency": 100,
        "throughput": 197.5410650576431,
        "availability": 33.48960433733193,
        "score": 16.538706064062143,
        "zero_downtime": 8.372287584475712,
        "weight_bytes": 7949,
        "weight_mib": 0.007580757141113281,
        "heap_bytes": 25909408,
        "heap_mib": 24.709136962890625,
        "mobile_score": 2181.6694238055134,
        "mobile_throughput": 26058.22365503625,
        "mobile_availability": 4417.712335843775,
        "mobile_accuracy": 3297.778918902863,
        "soft_acc_blocks": [
          24.999239,
          25.00008317857143
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.947719569,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.637714620507551,
        "mobile_acc_per_sec": 875.6004838235408
      },
      "started": "2026-08-18T08:16:38.141690194+10:00",
      "ended": "2026-08-18T08:16:41.911433141+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|TweenSplitHeadProxy|bicameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 992,
        "total_correct": 250,
        "total_train": 63,
        "infer_ms": 699.979417,
        "train_ms": 1924.561456,
        "blocked_train": 1924561456,
        "duration": 3836238030,
        "avg_accuracy": 26.5625,
        "soft_acc": 25,
        "adapt_pct": 25,
        "stability": 100,
        "consistency": 100,
        "throughput": 258.5866654369202,
        "availability": 26.670547378440464,
        "score": 17.241619779920786,
        "zero_downtime": 6.667636844610116,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 26947256,
        "heap_mib": 25.69890594482422,
        "mobile_score": 2280.1297392294387,
        "mobile_throughput": 34196.969516607904,
        "mobile_availability": 3527.0646850669173,
        "mobile_accuracy": 3306.142010341783,
        "soft_acc_blocks": [
          25,
          25
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071007593,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.516801044277224,
        "mobile_acc_per_sec": 861.8187882209653
      },
      "started": "2026-08-18T08:16:45.082836771+10:00",
      "ended": "2026-08-18T08:16:48.929623178+10:00"
    },
    {
      "cell": {
        "id": "int2|none|TweenSplitHeadProxy|bicameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2104,
        "total_correct": 735,
        "total_train": 119,
        "infer_ms": 536.083581,
        "train_ms": 1849.307815,
        "blocked_train": 1849307815,
        "duration": 3830664063,
        "avg_accuracy": 27.774360236220474,
        "soft_acc": 25.001495216043306,
        "adapt_pct": 25.003710307086614,
        "stability": 99.99778490895669,
        "consistency": 100,
        "throughput": 549.252026645282,
        "availability": 22.473610909259772,
        "score": 30.861036491160508,
        "zero_downtime": 5.618738756350768,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 29027176,
        "heap_mib": 27.682472229003906,
        "mobile_score": 8161.448221880232,
        "mobile_throughput": 145254.096618311,
        "mobile_availability": 5943.326363880952,
        "mobile_accuracy": 6611.845611010801,
        "soft_acc_blocks": [
          24.999280125,
          25.003710307086614
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.990990142,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.526673914721534,
        "mobile_acc_per_sec": 1726.0311795215755
      },
      "started": "2026-08-18T08:16:52.602242494+10:00",
      "ended": "2026-08-18T08:16:56.436457388+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|TweenSplitHeadProxy|bicameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 640,
        "total_correct": 123,
        "total_train": 50,
        "infer_ms": 925.156565,
        "train_ms": 1949.497514,
        "blocked_train": 1949497514,
        "duration": 3809197924,
        "avg_accuracy": 13.755707762557076,
        "soft_acc": 24.99704652739726,
        "adapt_pct": 24.99806205479452,
        "stability": 99.99898447260274,
        "consistency": 100,
        "throughput": 168.01437278111882,
        "availability": 32.18323108016643,
        "score": 13.516516444900134,
        "zero_downtime": 8.044857247128977,
        "weight_bytes": 3985,
        "weight_mib": 0.0038003921508789062,
        "heap_bytes": 28643976,
        "heap_mib": 27.31702423095703,
        "mobile_score": 3556.610978099775,
        "mobile_throughput": 44209.746286909525,
        "mobile_availability": 8468.397418598894,
        "mobile_accuracy": 6577.491357468534,
        "soft_acc_blocks": [
          24.996031000000002,
          24.99806205479452
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.562286083876711,
        "mobile_acc_per_sec": 1726.7391951536026
      },
      "started": "2026-08-18T08:16:59.71029757+10:00",
      "ended": "2026-08-18T08:17:03.523128044+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|TweenSplitHeadProxy|bicameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2168,
        "total_correct": 489,
        "total_train": 112,
        "infer_ms": 554.305856,
        "train_ms": 1847.865051,
        "blocked_train": 1847865051,
        "duration": 3882171544,
        "avg_accuracy": 19.712150127226465,
        "soft_acc": 24.99725096649703,
        "adapt_pct": 24.997802488549617,
        "stability": 99.99944847794741,
        "consistency": 100,
        "throughput": 558.4503351869399,
        "availability": 23.075204781838615,
        "score": 32.21234710991775,
        "zero_downtime": 5.768166850349322,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 26746512,
        "heap_mib": 25.507461547851562,
        "mobile_score": 8518.813135719827,
        "mobile_throughput": 147686.66296821708,
        "mobile_availability": 6102.42268078719,
        "mobile_accuracy": 6610.723185232179,
        "soft_acc_blocks": [
          24.996699444444445,
          24.997802488549617
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.43898670709978,
        "mobile_acc_per_sec": 1702.8415953048825
      },
      "started": "2026-08-18T08:17:06.794486187+10:00",
      "ended": "2026-08-18T08:17:10.68032929+10:00"
    },
    {
      "cell": {
        "id": "binary|none|TweenSplitHeadProxy|bicameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2168,
        "total_correct": 442,
        "total_train": 116,
        "infer_ms": 691.011305,
        "train_ms": 1792.453944,
        "blocked_train": 1792453944,
        "duration": 2121194171,
        "avg_accuracy": 7.8125,
        "soft_acc": 24.989966125,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1022.0657918260893,
        "availability": 27.824480542993097,
        "score": 71.06758956082281,
        "zero_downtime": 6.953328262151191,
        "weight_bytes": 1983,
        "weight_mib": 0.0018911361694335938,
        "heap_bytes": 29883504,
        "heap_mib": 28.499130249023438,
        "mobile_score": 37579.30851806825,
        "mobile_throughput": 540450.6604789881,
        "mobile_availability": 14713.102627256445,
        "mobile_accuracy": 13214.26057462834,
        "soft_acc_blocks": [
          24.989966125
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.781083724748742,
        "mobile_acc_per_sec": 6229.6327018467655
      },
      "started": "2026-08-18T08:17:13.943047483+10:00",
      "ended": "2026-08-18T08:17:16.066909047+10:00"
    },
    {
      "cell": {
        "id": "int|none|TweenSplitHeadProxy|bicameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 616,
        "total_correct": 158,
        "total_train": 46,
        "infer_ms": 932.98384,
        "train_ms": 1904.393116,
        "blocked_train": 1904393116,
        "duration": 3897610259,
        "avg_accuracy": 41.579861111111114,
        "soft_acc": 25.001408104166664,
        "adapt_pct": 25.000338541666665,
        "stability": 99.9989304375,
        "consistency": 100,
        "throughput": 158.0455610146217,
        "availability": 32.881913628962316,
        "score": 12.992832986083497,
        "zero_downtime": 8.220941418836468,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 39025264,
        "heap_mib": 37.21739196777344,
        "mobile_score": 107.39037742161283,
        "mobile_throughput": 1306.302672046191,
        "mobile_availability": 271.78069007285586,
        "mobile_accuracy": 206.64551412721232,
        "soft_acc_blocks": [
          25.002477666666667,
          25.000338541666665
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.114015991,
        "time_to_acc50_sec": 0.114015991,
        "acc_per_sec": 6.4145480032119,
        "mobile_acc_per_sec": 53.01851657693216
      },
      "started": "2026-08-18T08:17:19.292665025+10:00",
      "ended": "2026-08-18T08:17:23.193678718+10:00"
    },
    {
      "cell": {
        "id": "uint|none|TweenSplitHeadProxy|bicameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 584,
        "total_correct": 77,
        "total_train": 42,
        "infer_ms": 858.127811,
        "train_ms": 1785.243891,
        "blocked_train": 1785243891,
        "duration": 2219881049,
        "avg_accuracy": 25,
        "soft_acc": 24.999293,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 263.07715914016075,
        "availability": 32.4633803997649,
        "score": 21.350330924707173,
        "zero_downtime": 8.1156155838418,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 42373168,
        "heap_mib": 40.41020202636719,
        "mobile_score": 176.44024935930258,
        "mobile_throughput": 2174.0833771204657,
        "mobile_availability": 268.2790703797475,
        "mobile_accuracy": 206.59546244418524,
        "soft_acc_blocks": [
          24.999293
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.305488003,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.2615462036858,
        "mobile_acc_per_sec": 93.06600573812334
      },
      "started": "2026-08-18T08:17:26.354836932+10:00",
      "ended": "2026-08-18T08:17:28.578453238+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|TweenSplitHeadProxy|bicameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 664,
        "total_correct": 161,
        "total_train": 44,
        "infer_ms": 993.596269,
        "train_ms": 1906.686175,
        "blocked_train": 1906686175,
        "duration": 3850435644,
        "avg_accuracy": 24.107142857142858,
        "soft_acc": 25.00098992207792,
        "adapt_pct": 25.000436844155843,
        "stability": 99.99944692207792,
        "consistency": 100,
        "throughput": 172.44801923509308,
        "availability": 34.25860371135633,
        "score": 14.77015570843032,
        "zero_downtime": 8.564990061320808,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 29026992,
        "heap_mib": 27.682296752929688,
        "mobile_score": 122.06133785286585,
        "mobile_throughput": 1425.1194336358956,
        "mobile_availability": 283.11488954666606,
        "mobile_accuracy": 206.60948589682528,
        "soft_acc_blocks": [
          25.001543,
          25.000436844155843
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.07256811,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.493028902076598,
        "mobile_acc_per_sec": 53.658729816398214
      },
      "started": "2026-08-18T08:17:31.913078682+10:00",
      "ended": "2026-08-18T08:17:35.766857865+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|TweenSplitHeadProxy|bicameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 600,
        "total_correct": 122,
        "total_train": 42,
        "infer_ms": 1034.383363,
        "train_ms": 1964.467941,
        "blocked_train": 1964467941,
        "duration": 3869187959,
        "avg_accuracy": 14.221014492753625,
        "soft_acc": 24.999208536231883,
        "adapt_pct": 25.0003204057971,
        "stability": 99.99888813043478,
        "consistency": 100,
        "throughput": 155.0712982563585,
        "availability": 34.49265262403287,
        "score": 13.371627717029245,
        "zero_downtime": 8.622890159160036,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 26867304,
        "heap_mib": 25.622657775878906,
        "mobile_score": 110.52125035480245,
        "mobile_throughput": 1281.7193344089683,
        "mobile_availability": 285.0940197211021,
        "mobile_accuracy": 206.62733391732786,
        "soft_acc_blocks": [
          24.99809666666667,
          25.0003204057971
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.4610995384915295,
        "mobile_acc_per_sec": 53.40328154301689
      },
      "started": "2026-08-18T08:17:38.894449478+10:00",
      "ended": "2026-08-18T08:17:42.766282591+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|TweenSplitHeadProxy|bicameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 616,
        "total_correct": 124,
        "total_train": 41,
        "infer_ms": 905.402343,
        "train_ms": 1915.360161,
        "blocked_train": 1915360161,
        "duration": 3853653535,
        "avg_accuracy": 13.570205479452055,
        "soft_acc": 25.000054366438356,
        "adapt_pct": 25.000013232876714,
        "stability": 99.99995886643836,
        "consistency": 100,
        "throughput": 159.84830872970525,
        "availability": 32.09778709537185,
        "score": 12.826970347110418,
        "zero_downtime": 8.024464224266598,
        "weight_bytes": 253728,
        "weight_mib": 0.241973876953125,
        "heap_bytes": 25938648,
        "heap_mib": 24.737022399902344,
        "mobile_score": 53.0097319124876,
        "mobile_throughput": 660.6015109667022,
        "mobile_availability": 132.64980294376903,
        "mobile_accuracy": 103.31716250213798,
        "soft_acc_blocks": [
          25.0000955,
          25.000013232876714
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.487364299717296,
        "mobile_acc_per_sec": 26.81018455960857
      },
      "started": "2026-08-18T08:17:46.048179574+10:00",
      "ended": "2026-08-18T08:17:49.905359616+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|TweenSplitHeadProxy|bicameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 528,
        "total_correct": 230,
        "total_train": 36,
        "infer_ms": 830.474232,
        "train_ms": 1932.770401,
        "blocked_train": 1932770401,
        "duration": 3877114283,
        "avg_accuracy": 49.95039682539682,
        "soft_acc": 25.00190065079365,
        "adapt_pct": 25.0013643015873,
        "stability": 99.99946365079364,
        "consistency": 100,
        "throughput": 136.1837597398467,
        "availability": 30.05431448530022,
        "score": 10.233051776706924,
        "zero_downtime": 7.514149848891846,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 28812144,
        "heap_mib": 27.477401733398438,
        "mobile_score": 1353.2768949189356,
        "mobile_throughput": 18009.713968087966,
        "mobile_availability": 3974.553268474986,
        "mobile_accuracy": 3306.3933631992186,
        "soft_acc_blocks": [
          25.002437,
          25.0013643015873
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.07437889,
        "time_to_acc50_sec": 0.07437889,
        "acc_per_sec": 6.448584907703029,
        "mobile_acc_per_sec": 852.7974988245189
      },
      "started": "2026-08-18T08:17:53.166455827+10:00",
      "ended": "2026-08-18T08:17:57.052946872+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|TweenSplitHeadProxy|bicameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 280,
        "total_correct": 75,
        "total_train": 21,
        "infer_ms": 944.531728,
        "train_ms": 1985.66962,
        "blocked_train": 1985669620,
        "duration": 3855245489,
        "avg_accuracy": 37.70161290322581,
        "soft_acc": 25.000056532258064,
        "adapt_pct": 25.000230064516128,
        "stability": 99.99982646774194,
        "consistency": 100,
        "throughput": 72.62831920792372,
        "availability": 32.234362619643434,
        "score": 5.852832179431409,
        "zero_downtime": 8.05860887772392,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 29013928,
        "heap_mib": 27.669837951660156,
        "mobile_score": 515.986157338109,
        "mobile_throughput": 6402.918483417507,
        "mobile_availability": 2841.784010278732,
        "mobile_accuracy": 2204.0070017125468,
        "soft_acc_blocks": [
          24.999883,
          25.000230064516128
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.073540297,
        "time_to_acc50_sec": 0.073540297,
        "acc_per_sec": 6.484686021574919,
        "mobile_acc_per_sec": 571.6904430602776
      },
      "started": "2026-08-18T08:18:00.471436781+10:00",
      "ended": "2026-08-18T08:18:04.33197987+10:00"
    },
    {
      "cell": {
        "id": "int6|none|TweenSplitHeadProxy|bicameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 344,
        "total_correct": 44,
        "total_train": 21,
        "infer_ms": 1177.784685,
        "train_ms": 2042.308884,
        "blocked_train": 2042308884,
        "duration": 3982031350,
        "avg_accuracy": 12.820512820512821,
        "soft_acc": 24.998375358974357,
        "adapt_pct": 24.99763971794872,
        "stability": 99.99926435897436,
        "consistency": 100,
        "throughput": 86.38806924511029,
        "availability": 36.57610127663964,
        "score": 7.898833580382707,
        "zero_downtime": 9.143431088812989,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 25464616,
        "heap_mib": 24.284950256347656,
        "mobile_score": 696.3618059848139,
        "mobile_throughput": 7615.97915728609,
        "mobile_availability": 3224.5520407141153,
        "mobile_accuracy": 2203.8587893401627,
        "soft_acc_blocks": [
          24.999111,
          24.99763971794872
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.277794713739348,
        "mobile_acc_per_sec": 553.4508886626829
      },
      "started": "2026-08-18T08:18:07.592262416+10:00",
      "ended": "2026-08-18T08:18:11.579096001+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|TweenSplitHeadProxy|bicameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 304,
        "total_correct": 53,
        "total_train": 22,
        "infer_ms": 1016.283221,
        "train_ms": 2006.831723,
        "blocked_train": 2006831723,
        "duration": 3861829523,
        "avg_accuracy": 15.033783783783784,
        "soft_acc": 24.99899045945946,
        "adapt_pct": 24.999271918918918,
        "stability": 99.99971854054054,
        "consistency": 100,
        "throughput": 78.7191661852133,
        "availability": 33.61708832861368,
        "score": 6.615505751369572,
        "zero_downtime": 8.403932704018194,
        "weight_bytes": 11914,
        "weight_mib": 0.011362075805664062,
        "heap_bytes": 23975808,
        "heap_mib": 22.8651123046875,
        "mobile_score": 582.244465229822,
        "mobile_throughput": 6928.238073008747,
        "mobile_availability": 2958.710089916436,
        "mobile_accuracy": 2200.2133137500555,
        "soft_acc_blocks": [
          24.998709,
          24.999271918918918
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.47335422513405,
        "mobile_acc_per_sec": 569.7334127895049
      },
      "started": "2026-08-18T08:18:14.91443779+10:00",
      "ended": "2026-08-18T08:18:18.7815271+10:00"
    },
    {
      "cell": {
        "id": "int5|none|TweenSplitHeadProxy|bicameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 320,
        "total_correct": 91,
        "total_train": 25,
        "infer_ms": 1012.135878,
        "train_ms": 2054.645577,
        "blocked_train": 2054645577,
        "duration": 3958953119,
        "avg_accuracy": 23.848684210526315,
        "soft_acc": 25.000085342105265,
        "adapt_pct": 25.001733184210526,
        "stability": 99.99835215789474,
        "consistency": 100,
        "throughput": 80.8294491956069,
        "availability": 33.003195462455935,
        "score": 6.6690980434301395,
        "zero_downtime": 8.250827031235795,
        "weight_bytes": 9912,
        "weight_mib": 0.00945281982421875,
        "heap_bytes": 27137376,
        "heap_mib": 25.880218505859375,
        "mobile_score": 705.5141394257266,
        "mobile_throughput": 8550.829350255519,
        "mobile_availability": 3491.359835072659,
        "mobile_accuracy": 2644.7225068284274,
        "soft_acc_blocks": [
          24.9984375,
          25.001733184210526
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 2.0916582,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.314822275142295,
        "mobile_acc_per_sec": 668.0358234442702
      },
      "started": "2026-08-18T08:18:22.166920031+10:00",
      "ended": "2026-08-18T08:18:26.13038799+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|TweenSplitHeadProxy|bicameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 113,
        "total_train": 25,
        "infer_ms": 995.605785,
        "train_ms": 1983.505901,
        "blocked_train": 1983505901,
        "duration": 3920157988,
        "avg_accuracy": 29.89864864864865,
        "soft_acc": 25.001053195945946,
        "adapt_pct": 25.000847891891894,
        "stability": 99.99979469594595,
        "consistency": 100,
        "throughput": 83.67009722670392,
        "availability": 33.41955220003121,
        "score": 6.990837451083788,
        "zero_downtime": 8.355240023376728,
        "weight_bytes": 9932,
        "weight_mib": 0.009471893310546875,
        "heap_bytes": 30079296,
        "heap_mib": 28.68585205078125,
        "mobile_score": 738.0612536354847,
        "mobile_throughput": 8833.5134786134,
        "mobile_availability": 3528.2863841824333,
        "mobile_accuracy": 2639.499028996397,
        "soft_acc_blocks": [
          25.0012585,
          25.000847891891894
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.071794725,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.377562657545103,
        "mobile_acc_per_sec": 673.3144523960948
      },
      "started": "2026-08-18T08:18:29.63077898+10:00",
      "ended": "2026-08-18T08:18:33.555538839+10:00"
    },
    {
      "cell": {
        "id": "int3|none|TweenSplitHeadProxy|bicameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 416,
        "total_correct": 34,
        "total_train": 30,
        "infer_ms": 958.544416,
        "train_ms": 1928.338393,
        "blocked_train": 1928338393,
        "duration": 3869321930,
        "avg_accuracy": 4.25,
        "soft_acc": 24.997346880000002,
        "adapt_pct": 24.99799826,
        "stability": 99.99934862,
        "consistency": 100,
        "throughput": 107.51237749814216,
        "availability": 33.20344050723813,
        "score": 8.923504969436644,
        "zero_downtime": 8.299979199688748,
        "weight_bytes": 5947,
        "weight_mib": 0.005671501159667969,
        "heap_bytes": 28627640,
        "heap_mib": 27.30144500732422,
        "mobile_score": 1573.393836696149,
        "mobile_throughput": 18956.599755757845,
        "mobile_availability": 5854.435990132458,
        "mobile_accuracy": 4407.536237101544,
        "soft_acc_blocks": [
          24.9966955,
          24.99799826
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.46039469763117,
        "mobile_acc_per_sec": 1139.097835961544
      },
      "started": "2026-08-18T08:18:36.801211673+10:00",
      "ended": "2026-08-18T08:18:40.674917142+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|TweenSplitHeadProxy|bicameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 440,
        "total_correct": 123,
        "total_train": 30,
        "infer_ms": 1028.730171,
        "train_ms": 1921.288446,
        "blocked_train": 1921288446,
        "duration": 3874579936,
        "avg_accuracy": 23.46813725490196,
        "soft_acc": 24.99995106372549,
        "adapt_pct": 25.000347627450978,
        "stability": 99.99960343627451,
        "consistency": 100,
        "throughput": 113.56069748666556,
        "availability": 34.87198911463683,
        "score": 9.900199137321477,
        "zero_downtime": 8.717980213606888,
        "weight_bytes": 5967,
        "weight_mib": 0.005690574645996094,
        "heap_bytes": 23369032,
        "heap_mib": 22.28644561767578,
        "mobile_score": 1739.7538479329655,
        "mobile_throughput": 19955.927924883163,
        "mobile_availability": 6128.025952383012,
        "mobile_accuracy": 4393.220828992295,
        "soft_acc_blocks": [
          24.9995545,
          25.000347627450978
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 1.9768733429999998,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.4522997271117575,
        "mobile_acc_per_sec": 1133.8573217120727
      },
      "started": "2026-08-18T08:18:43.889342862+10:00",
      "ended": "2026-08-18T08:18:47.769333678+10:00"
    },
    {
      "cell": {
        "id": "float64|none|TweenSplitHeadProxy|tricameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1088,
        "total_correct": 293,
        "total_train": 72,
        "infer_ms": 797.700808,
        "train_ms": 1871.762444,
        "blocked_train": 1871762444,
        "duration": 2353774127,
        "avg_accuracy": 12.5,
        "soft_acc": 24.99599875,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 462.2363664888734,
        "availability": 29.882442000366602,
        "score": 34.52635170300115,
        "zero_downtime": 7.469414828881111,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 26709184,
        "heap_mib": 25.47186279296875,
        "mobile_score": 215.06691238550357,
        "mobile_throughput": 2879.3006856966836,
        "mobile_availability": 186.13969384431383,
        "mobile_accuracy": 155.7017179051421,
        "soft_acc_blocks": [
          24.99599875
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.619540109338622,
        "mobile_acc_per_sec": 66.14981281300409
      },
      "started": "2026-08-18T08:18:51.060541192+10:00",
      "ended": "2026-08-18T08:18:53.418312867+10:00"
    },
    {
      "cell": {
        "id": "float32|none|TweenSplitHeadProxy|tricameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1824,
        "total_correct": 762,
        "total_train": 102,
        "infer_ms": 491.525567,
        "train_ms": 1860.35725,
        "blocked_train": 1860357250,
        "duration": 2206624001,
        "avg_accuracy": 47.22222222222222,
        "soft_acc": 25.002352333333334,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 826.6020849829414,
        "availability": 20.899237132357516,
        "score": 43.192446209267,
        "zero_downtime": 5.225300902810855,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 29966312,
        "heap_mib": 28.578102111816406,
        "mobile_score": 538.0971684764797,
        "mobile_throughput": 10297.917354137828,
        "mobile_availability": 260.3654414421029,
        "mobile_accuracy": 311.4825895860343,
        "soft_acc_blocks": [
          25.002352333333334
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.068981706,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.330590223800133,
        "mobile_acc_per_sec": 141.15798135290666
      },
      "started": "2026-08-18T08:18:56.781067285+10:00",
      "ended": "2026-08-18T08:18:58.990477585+10:00"
    },
    {
      "cell": {
        "id": "float16|none|TweenSplitHeadProxy|tricameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 680,
        "total_correct": 189,
        "total_train": 47,
        "infer_ms": 921.316735,
        "train_ms": 2141.312813,
        "blocked_train": 2141312813,
        "duration": 2288015742,
        "avg_accuracy": 37.5,
        "soft_acc": 25.00242,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 297.2007523888793,
        "availability": 30.08253922194576,
        "score": 22.353546840221938,
        "zero_downtime": 7.52136280293561,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 24008272,
        "heap_mib": 22.896072387695312,
        "mobile_score": 556.9668456309419,
        "mobile_throughput": 7405.132024924473,
        "mobile_availability": 749.5444503181968,
        "mobile_accuracy": 622.9668651725121,
        "soft_acc_blocks": [
          25.00242
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.074573054,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.927555934621713,
        "mobile_acc_per_sec": 272.27385447442964
      },
      "started": "2026-08-18T08:19:02.312157244+10:00",
      "ended": "2026-08-18T08:19:04.607643812+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|TweenSplitHeadProxy|tricameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 800,
        "total_correct": 347,
        "total_train": 59,
        "infer_ms": 766.829114,
        "train_ms": 1915.075987,
        "blocked_train": 1915075987,
        "duration": 3997393170,
        "avg_accuracy": 42.05729166666667,
        "soft_acc": 25.003571791666666,
        "adapt_pct": 25.00389008333333,
        "stability": 99.99968170833333,
        "consistency": 100,
        "throughput": 200.1304264999282,
        "availability": 28.592701274704797,
        "score": 14.30771762768105,
        "zero_downtime": 7.1491965903976045,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 26574600,
        "heap_mib": 25.34351348876953,
        "mobile_score": 356.4948512299992,
        "mobile_throughput": 4986.502283470885,
        "mobile_availability": 712.4232566254362,
        "mobile_accuracy": 622.995563516269,
        "soft_acc_blocks": [
          25.0032535,
          25.00389008333333
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.075636126,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.254969358359779,
        "mobile_acc_per_sec": 155.85045979259252
      },
      "started": "2026-08-18T08:19:07.983982786+10:00",
      "ended": "2026-08-18T08:19:11.984546891+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|TweenSplitHeadProxy|tricameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 792,
        "total_correct": 211,
        "total_train": 53,
        "infer_ms": 941.780248,
        "train_ms": 1917.620046,
        "blocked_train": 1917620046,
        "duration": 2038476021,
        "avg_accuracy": 29.166666666666668,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 388.5255415521024,
        "availability": 32.93628562521229,
        "score": 31.99147052312583,
        "zero_downtime": 8.234071406303073,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 26585168,
        "heap_mib": 25.353591918945312,
        "mobile_score": 1594.2157682376767,
        "mobile_throughput": 19361.20892778906,
        "mobile_availability": 1641.2982908346453,
        "mobile_accuracy": 1245.813135633495,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071867483,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.264063811619396,
        "mobile_acc_per_sec": 611.1492717105133
      },
      "started": "2026-08-18T08:19:15.18094207+10:00",
      "ended": "2026-08-18T08:19:17.223545067+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|TweenSplitHeadProxy|tricameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 600,
        "total_correct": 109,
        "total_train": 50,
        "infer_ms": 757.946932,
        "train_ms": 2012.885728,
        "blocked_train": 2012885728,
        "duration": 2141606024,
        "avg_accuracy": 8.333333333333334,
        "soft_acc": 24.997287333333333,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 280.16357503484494,
        "availability": 27.354482388698273,
        "score": 19.157245033736334,
        "zero_downtime": 6.837878561248971,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 26115224,
        "heap_mib": 24.905418395996094,
        "mobile_score": 954.6539002231304,
        "mobile_throughput": 13961.258476178004,
        "mobile_availability": 1363.1429391318163,
        "mobile_accuracy": 1245.6779566028576,
        "soft_acc_blocks": [
          24.997287333333333
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.67221564246652,
        "mobile_acc_per_sec": 581.6559827732617
      },
      "started": "2026-08-18T08:19:20.592946637+10:00",
      "ended": "2026-08-18T08:19:22.73883099+10:00"
    },
    {
      "cell": {
        "id": "int64|none|TweenSplitHeadProxy|tricameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 608,
        "total_correct": 182,
        "total_train": 43,
        "infer_ms": 937.151906,
        "train_ms": 1972.810969,
        "blocked_train": 1972810969,
        "duration": 3992360702,
        "avg_accuracy": 33.61486486486486,
        "soft_acc": 25.001596749999997,
        "adapt_pct": 25.000674,
        "stability": 99.99907725,
        "consistency": 100,
        "throughput": 152.29084879415288,
        "availability": 32.20494371427333,
        "score": 12.262078662982265,
        "zero_downtime": 8.051750161007089,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 26297096,
        "heap_mib": 25.07886505126953,
        "mobile_score": 76.38129334257255,
        "mobile_throughput": 948.6296993226503,
        "mobile_availability": 200.60670955789533,
        "mobile_accuracy": 155.73658821480845,
        "soft_acc_blocks": [
          25.0025195,
          25.000674
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.072167848,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.262359194517489,
        "mobile_acc_per_sec": 39.008646722925405
      },
      "started": "2026-08-18T08:19:26.014433685+10:00",
      "ended": "2026-08-18T08:19:30.011482507+10:00"
    },
    {
      "cell": {
        "id": "int32|none|TweenSplitHeadProxy|tricameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 472,
        "total_correct": 62,
        "total_train": 36,
        "infer_ms": 720.506236,
        "train_ms": 1959.750096,
        "blocked_train": 1959750096,
        "duration": 3915419151,
        "avg_accuracy": 6.808035714285714,
        "soft_acc": 24.998696107142855,
        "adapt_pct": 24.998548214285712,
        "stability": 99.99985210714286,
        "consistency": 100,
        "throughput": 120.54903493013026,
        "availability": 26.881989882749764,
        "score": 8.101072304167184,
        "zero_downtime": 6.720146958341502,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 25784416,
        "heap_mib": 24.589935302734375,
        "mobile_score": 100.92422289248181,
        "mobile_throughput": 1501.8157120389728,
        "mobile_availability": 334.8993610789637,
        "mobile_accuracy": 311.43703983988485,
        "soft_acc_blocks": [
          24.998844,
          24.998548214285712
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.384679428448465,
        "mobile_acc_per_sec": 79.54117498770053
      },
      "started": "2026-08-18T08:19:33.349269145+10:00",
      "ended": "2026-08-18T08:19:37.269131104+10:00"
    },
    {
      "cell": {
        "id": "int16|none|TweenSplitHeadProxy|tricameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 600,
        "total_correct": 201,
        "total_train": 41,
        "infer_ms": 936.529724,
        "train_ms": 2069.108733,
        "blocked_train": 2069108733,
        "duration": 2266699169,
        "avg_accuracy": 25,
        "soft_acc": 24.999389,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 264.7020867196515,
        "availability": 31.159094395364264,
        "score": 20.61918932156535,
        "zero_downtime": 7.789583216774311,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 47339368,
        "heap_mib": 45.146339416503906,
        "mobile_score": 513.7531380584,
        "mobile_throughput": 6595.386733298767,
        "mobile_availability": 776.3681818437763,
        "mobile_accuracy": 622.8913439802301,
        "soft_acc_blocks": [
          24.999389
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.125062536,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.028984058360505,
        "mobile_acc_per_sec": 274.80106425195856
      },
      "started": "2026-08-18T08:19:40.739423908+10:00",
      "ended": "2026-08-18T08:19:43.015864734+10:00"
    },
    {
      "cell": {
        "id": "int8|none|TweenSplitHeadProxy|tricameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1904,
        "total_correct": 338,
        "total_train": 108,
        "infer_ms": 513.03393,
        "train_ms": 1848.630764,
        "blocked_train": 1848630764,
        "duration": 2056409055,
        "avg_accuracy": 33.92857142857143,
        "soft_acc": 25.001350857142857,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 925.8858277104795,
        "availability": 21.72340261949142,
        "score": 50.28619356932747,
        "zero_downtime": 5.431144107008812,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 29070392,
        "heap_mib": 27.72368621826172,
        "mobile_score": 2505.8880195870697,
        "mobile_throughput": 46139.22905034425,
        "mobile_availability": 1082.5320133606992,
        "mobile_accuracy": 1245.8804522564124,
        "soft_acc_blocks": [
          25.001350857142857
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071973316,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.157771235423224,
        "mobile_acc_per_sec": 605.8524442046927
      },
      "started": "2026-08-18T08:19:46.501206579+10:00",
      "ended": "2026-08-18T08:19:48.561445422+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|TweenSplitHeadProxy|tricameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 592,
        "total_correct": 138,
        "total_train": 44,
        "infer_ms": 929.885134,
        "train_ms": 2030.793709,
        "blocked_train": 2030793709,
        "duration": 2235108306,
        "avg_accuracy": 18.75,
        "soft_acc": 24.996671,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 264.86412242789993,
        "availability": 31.40783527394565,
        "score": 20.794252486558854,
        "zero_downtime": 7.850913251650143,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 44070768,
        "heap_mib": 42.02915954589844,
        "mobile_score": 129.51029992483925,
        "mobile_throughput": 1649.6208246552483,
        "mobile_availability": 195.6135797114091,
        "mobile_accuracy": 155.68370925692562,
        "soft_acc_blocks": [
          24.996671
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.183650891949215,
        "mobile_acc_per_sec": 69.65376525110798
      },
      "started": "2026-08-18T08:19:51.820872479+10:00",
      "ended": "2026-08-18T08:19:54.06874921+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|TweenSplitHeadProxy|tricameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 640,
        "total_correct": 117,
        "total_train": 43,
        "infer_ms": 950.666522,
        "train_ms": 1931.368649,
        "blocked_train": 1931368649,
        "duration": 2080574181,
        "avg_accuracy": 0,
        "soft_acc": 24.998742,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 307.6073931151028,
        "availability": 32.98594450081401,
        "score": 25.36552453591116,
        "zero_downtime": 8.246071162021682,
        "weight_bytes": 84192,
        "weight_mib": 0.080291748046875,
        "heap_bytes": 27032664,
        "heap_mib": 25.780357360839844,
        "mobile_score": 315.9169547672888,
        "mobile_throughput": 3831.120888481828,
        "mobile_availability": 410.82608491169646,
        "mobile_accuracy": 311.34883232839223,
        "soft_acc_blocks": [
          24.998742
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.015309152776611,
        "mobile_acc_per_sec": 149.64562915932498
      },
      "started": "2026-08-18T08:19:57.280404745+10:00",
      "ended": "2026-08-18T08:19:59.365763921+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|TweenSplitHeadProxy|tricameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 568,
        "total_correct": 136,
        "total_train": 39,
        "infer_ms": 844.691938,
        "train_ms": 1977.000061,
        "blocked_train": 1977000061,
        "duration": 4110909287,
        "avg_accuracy": 15.165441176470589,
        "soft_acc": 25.000281897058823,
        "adapt_pct": 25.000888794117646,
        "stability": 99.99939310294118,
        "consistency": 100,
        "throughput": 138.1689452005658,
        "availability": 29.93565344124577,
        "score": 10.340560747298248,
        "zero_downtime": 7.483997748038032,
        "weight_bytes": 42108,
        "weight_mib": 0.040157318115234375,
        "heap_bytes": 27613424,
        "heap_mib": 26.334213256835938,
        "mobile_score": 257.5012782881877,
        "mobile_throughput": 3440.691552261529,
        "mobile_availability": 745.4594790255468,
        "mobile_accuracy": 622.558553968138,
        "soft_acc_blocks": [
          24.999675,
          25.000888794117646
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.081448203227848,
        "mobile_acc_per_sec": 151.44059635099848
      },
      "started": "2026-08-18T08:20:02.723397017+10:00",
      "ended": "2026-08-18T08:20:06.838333019+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|TweenSplitHeadProxy|tricameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1160,
        "total_correct": 277,
        "total_train": 74,
        "infer_ms": 729.741117,
        "train_ms": 1870.20427,
        "blocked_train": 1870204270,
        "duration": 2163256957,
        "avg_accuracy": 21.875,
        "soft_acc": 24.99900525,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 536.2284846681762,
        "availability": 28.067555597466868,
        "score": 37.62505985521995,
        "zero_downtime": 7.016609697357411,
        "weight_bytes": 21066,
        "weight_mib": 0.020090103149414062,
        "heap_bytes": 26952288,
        "heap_mib": 25.703704833984375,
        "mobile_score": 1872.8156632843024,
        "mobile_throughput": 26691.17628118378,
        "mobile_availability": 1397.0836978149348,
        "mobile_accuracy": 1244.3442955009969,
        "soft_acc_blocks": [
          24.99900525
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.556188537430414,
        "mobile_acc_per_sec": 575.2179792948178
      },
      "started": "2026-08-18T08:20:10.251582459+10:00",
      "ended": "2026-08-18T08:20:12.419311026+10:00"
    },
    {
      "cell": {
        "id": "int4|none|TweenSplitHeadProxy|tricameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1696,
        "total_correct": 289,
        "total_train": 91,
        "infer_ms": 563.246687,
        "train_ms": 1926.594424,
        "blocked_train": 1926594424,
        "duration": 2198692230,
        "avg_accuracy": 16.071428571428573,
        "soft_acc": 24.999209,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 771.3676233803765,
        "availability": 22.621792391153107,
        "score": 43.62291531070789,
        "zero_downtime": 5.655269159410462,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 43887944,
        "heap_mib": 41.85480499267578,
        "mobile_score": 4347.680072696591,
        "mobile_throughput": 76878.39340877309,
        "mobile_availability": 2254.6020889977913,
        "mobile_accuracy": 2491.547436211767,
        "soft_acc_blocks": [
          24.999209
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.370035632499599,
        "mobile_acc_per_sec": 1133.1951794871115
      },
      "started": "2026-08-18T08:20:16.060914716+10:00",
      "ended": "2026-08-18T08:20:18.26488793+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|TweenSplitHeadProxy|tricameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 576,
        "total_correct": 194,
        "total_train": 40,
        "infer_ms": 957.04381,
        "train_ms": 1964.87959,
        "blocked_train": 1964879590,
        "duration": 2049118414,
        "avg_accuracy": 62.5,
        "soft_acc": 25.0038815,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 281.09649304044564,
        "availability": 32.7538979974629,
        "score": 23.021088350552986,
        "zero_downtime": 8.189745841916496,
        "weight_bytes": 10545,
        "weight_mib": 0.010056495666503906,
        "heap_bytes": 26330400,
        "heap_mib": 25.110626220703125,
        "mobile_score": 2289.1759827661876,
        "mobile_throughput": 27951.73411914446,
        "mobile_availability": 3256.9892220566767,
        "mobile_accuracy": 2486.341398553248,
        "soft_acc_blocks": [
          25.0038815
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.07168243,
        "time_to_acc50_sec": 0.07168243,
        "acc_per_sec": 12.2022628507793,
        "mobile_acc_per_sec": 1213.371263254505
      },
      "started": "2026-08-18T08:20:21.819658157+10:00",
      "ended": "2026-08-18T08:20:23.873260213+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|TweenSplitHeadProxy|tricameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 808,
        "total_correct": 207,
        "total_train": 51,
        "infer_ms": 738.109015,
        "train_ms": 1916.860884,
        "blocked_train": 1916860884,
        "duration": 2036064465,
        "avg_accuracy": 3.125,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 396.8440164295093,
        "availability": 27.801031389395806,
        "score": 27.581682393626735,
        "zero_downtime": 6.950257847348952,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 26948376,
        "heap_mib": 25.699974060058594,
        "mobile_score": 2748.9297783081024,
        "mobile_throughput": 39551.47907723497,
        "mobile_availability": 2770.7912071254727,
        "mobile_accuracy": 2491.62627126699,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.278589617249668,
        "mobile_acc_per_sec": 1223.7462585778146
      },
      "started": "2026-08-18T08:20:27.154736221+10:00",
      "ended": "2026-08-18T08:20:29.202526456+10:00"
    },
    {
      "cell": {
        "id": "int2|none|TweenSplitHeadProxy|tricameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1504,
        "total_correct": 337,
        "total_train": 102,
        "infer_ms": 447.619503,
        "train_ms": 1897.211733,
        "blocked_train": 1897211733,
        "duration": 2084806914,
        "avg_accuracy": 16.666666666666668,
        "soft_acc": 24.998404166666663,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 721.4097333907824,
        "availability": 19.089625561436357,
        "score": 34.42640652444498,
        "zero_downtime": 4.772101751751171,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 26098016,
        "heap_mib": 24.889007568359375,
        "mobile_score": 6861.566935521083,
        "mobile_throughput": 143785.00904770446,
        "mobile_availability": 3804.77536831566,
        "mobile_accuracy": 4982.460871976176,
        "soft_acc_blocks": [
          24.998404166666663
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.990752716136983,
        "mobile_acc_per_sec": 2389.8908040441083
      },
      "started": "2026-08-18T08:20:32.505492699+10:00",
      "ended": "2026-08-18T08:20:34.594783463+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|TweenSplitHeadProxy|tricameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 560,
        "total_correct": 117,
        "total_train": 39,
        "infer_ms": 958.89744,
        "train_ms": 1952.127349,
        "blocked_train": 1952127349,
        "duration": 2063118286,
        "avg_accuracy": 6.25,
        "soft_acc": 24.9972785,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 271.43378244479385,
        "availability": 32.940201801902276,
        "score": 22.350275608069413,
        "zero_downtime": 8.23415398288353,
        "weight_bytes": 5285,
        "weight_mib": 0.005040168762207031,
        "heap_bytes": 28848568,
        "heap_mib": 27.51213836669922,
        "mobile_score": 4434.430008705202,
        "mobile_throughput": 53854.10593393229,
        "mobile_availability": 6535.5354862122,
        "mobile_accuracy": 4959.611409728666,
        "soft_acc_blocks": [
          24.9972785
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.116260453715935,
        "mobile_acc_per_sec": 2403.9394364268005
      },
      "started": "2026-08-18T08:20:38.020214059+10:00",
      "ended": "2026-08-18T08:20:40.087360674+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|TweenSplitHeadProxy|tricameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1768,
        "total_correct": 293,
        "total_train": 94,
        "infer_ms": 556.482627,
        "train_ms": 1820.377841,
        "blocked_train": 1820377841,
        "duration": 2174246506,
        "avg_accuracy": 12.5,
        "soft_acc": 24.995220714285715,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 813.1552678691531,
        "availability": 23.412507149325858,
        "score": 47.585910000419965,
        "zero_downtime": 5.852007836721921,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 46895000,
        "heap_mib": 44.722557067871094,
        "mobile_score": 9484.402806424703,
        "mobile_throughput": 162070.9177268894,
        "mobile_availability": 4666.373901655866,
        "mobile_accuracy": 4981.826374397046,
        "soft_acc_blocks": [
          24.995220714285715
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.496038119555205,
        "mobile_acc_per_sec": 2291.28866513034
      },
      "started": "2026-08-18T08:20:43.50160263+10:00",
      "ended": "2026-08-18T08:20:45.680842621+10:00"
    },
    {
      "cell": {
        "id": "binary|none|TweenSplitHeadProxy|tricameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1608,
        "total_correct": 421,
        "total_train": 99,
        "infer_ms": 510.611694,
        "train_ms": 1867.556436,
        "blocked_train": 1867556436,
        "duration": 2115137603,
        "avg_accuracy": 10.714285714285714,
        "soft_acc": 24.99298285714286,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 760.234226709079,
        "availability": 21.47079878662742,
        "score": 40.7956363136614,
        "zero_downtime": 5.366193060033428,
        "weight_bytes": 2631,
        "weight_mib": 0.0025091171264648438,
        "heap_bytes": 29894896,
        "heap_mib": 28.509994506835938,
        "mobile_score": 16258.960525744513,
        "mobile_throughput": 302988.73603409325,
        "mobile_availability": 8557.11300208538,
        "mobile_accuracy": 9960.867347932888,
        "soft_acc_blocks": [
          24.99298285714286
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.816244400219695,
        "mobile_acc_per_sec": 4709.323560701166
      },
      "started": "2026-08-18T08:20:49.26257425+10:00",
      "ended": "2026-08-18T08:20:51.381771432+10:00"
    },
    {
      "cell": {
        "id": "int|none|TweenSplitHeadProxy|tricameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 504,
        "total_correct": 251,
        "total_train": 38,
        "infer_ms": 950.535103,
        "train_ms": 1980.611532,
        "blocked_train": 1980611532,
        "duration": 2105583286,
        "avg_accuracy": 75,
        "soft_acc": 25.005679,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 239.3636021671954,
        "availability": 32.428780315864344,
        "score": 19.410082368680584,
        "zero_downtime": 8.109036709400224,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 33097872,
        "heap_mib": 31.564590454101562,
        "mobile_score": 120.90667789315187,
        "mobile_throughput": 1491.0115988622106,
        "mobile_availability": 202.0010024503836,
        "mobile_accuracy": 155.76201681817318,
        "soft_acc_blocks": [
          25.005679
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072992116,
        "time_to_acc50_sec": 0.072992116,
        "acc_per_sec": 11.875891666818637,
        "mobile_acc_per_sec": 73.97570917941509
      },
      "started": "2026-08-18T08:20:55.038334751+10:00",
      "ended": "2026-08-18T08:20:57.14813522+10:00"
    },
    {
      "cell": {
        "id": "uint|none|TweenSplitHeadProxy|tricameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 504,
        "total_correct": 141,
        "total_train": 36,
        "infer_ms": 953.592073,
        "train_ms": 1975.918984,
        "blocked_train": 1975918984,
        "duration": 2087685539,
        "avg_accuracy": 25,
        "soft_acc": 25.000159,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 241.4156684925909,
        "availability": 32.551236518510954,
        "score": 19.646071259160436,
        "zero_downtime": 8.137860886093803,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 25734016,
        "heap_mib": 24.5418701171875,
        "mobile_score": 122.35922319223933,
        "mobile_throughput": 1503.579686417718,
        "mobile_availability": 202.7348858614525,
        "mobile_accuracy": 155.70543314079353,
        "soft_acc_blocks": [
          25.000159
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.085964238,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.97505971707552,
        "mobile_acc_per_sec": 74.58280005875612
      },
      "started": "2026-08-18T08:21:00.514119342+10:00",
      "ended": "2026-08-18T08:21:02.918304047+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|TweenSplitHeadProxy|tricameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 520,
        "total_correct": 150,
        "total_train": 35,
        "infer_ms": 988.788288,
        "train_ms": 1983.015326,
        "blocked_train": 1983015326,
        "duration": 2112089418,
        "avg_accuracy": 43.75,
        "soft_acc": 25.0014755,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 246.20169750786565,
        "availability": 33.27232941442947,
        "score": 20.48046864060609,
        "zero_downtime": 8.318573286827878,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 29075016,
        "heap_mib": 27.72809600830078,
        "mobile_score": 127.55599836833079,
        "mobile_throughput": 1533.3879256712266,
        "mobile_availability": 207.22598056583985,
        "mobile_accuracy": 155.71363253675457,
        "soft_acc_blocks": [
          25.0014755
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.074964197,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.83731866981022,
        "mobile_acc_per_sec": 73.7249243378173
      },
      "started": "2026-08-18T08:21:06.279759939+10:00",
      "ended": "2026-08-18T08:21:08.396511279+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|TweenSplitHeadProxy|tricameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 512,
        "total_correct": 133,
        "total_train": 38,
        "infer_ms": 903.865666,
        "train_ms": 1969.772215,
        "blocked_train": 1969772215,
        "duration": 2050444788,
        "avg_accuracy": 12.5,
        "soft_acc": 24.999881,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 249.7019197963403,
        "availability": 31.453707928065832,
        "score": 19.63503467266859,
        "zero_downtime": 7.863389552104024,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 26128448,
        "heap_mib": 24.91802978515625,
        "mobile_score": 122.30792056914824,
        "mobile_throughput": 1555.4096583759108,
        "mobile_availability": 195.92721250581906,
        "mobile_accuracy": 155.72590069537117,
        "soft_acc_blocks": [
          24.999881
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.192418516367288,
        "mobile_acc_per_sec": 75.94737571415708
      },
      "started": "2026-08-18T08:21:11.889480368+10:00",
      "ended": "2026-08-18T08:21:13.9440076+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|TweenSplitHeadProxy|tricameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 488,
        "total_correct": 130,
        "total_train": 39,
        "infer_ms": 889.468807,
        "train_ms": 1975.626893,
        "blocked_train": 1975626893,
        "duration": 2050493223,
        "avg_accuracy": 25,
        "soft_acc": 25.001704,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 237.99152054061676,
        "availability": 31.044994657595556,
        "score": 18.472372700451654,
        "zero_downtime": 7.761777671107854,
        "weight_bytes": 336672,
        "weight_mib": 0.321075439453125,
        "heap_bytes": 30083952,
        "heap_mib": 28.690292358398438,
        "mobile_score": 57.53281139135061,
        "mobile_throughput": 741.2324061472227,
        "mobile_availability": 96.69065535026054,
        "mobile_accuracy": 77.86862814105123,
        "soft_acc_blocks": [
          25.001704
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.070538837,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.193019571857418,
        "mobile_acc_per_sec": 37.975559864140656
      },
      "started": "2026-08-18T08:21:17.345501566+10:00",
      "ended": "2026-08-18T08:21:19.400516503+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|TweenSplitHeadProxy|tricameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 360,
        "total_correct": 127,
        "total_train": 26,
        "infer_ms": 718.870535,
        "train_ms": 1964.622318,
        "blocked_train": 1964622318,
        "duration": 2192085110,
        "avg_accuracy": 25,
        "soft_acc": 24.9995675,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 164.2272001017333,
        "availability": 26.788613735130383,
        "score": 10.99835729594527,
        "zero_downtime": 6.697037573028192,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 23836384,
        "heap_mib": 22.732147216796875,
        "mobile_score": 1096.1518391743282,
        "mobile_throughput": 16367.712249203982,
        "mobile_availability": 2669.8885501309833,
        "mobile_accuracy": 2491.583166132497,
        "soft_acc_blocks": [
          24.9995675
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.08723908,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.404469372998024,
        "mobile_acc_per_sec": 1136.6270199848661
      },
      "started": "2026-08-18T08:21:22.867486232+10:00",
      "ended": "2026-08-18T08:21:25.076861169+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|TweenSplitHeadProxy|tricameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 240,
        "total_correct": 58,
        "total_train": 16,
        "infer_ms": 1060.320873,
        "train_ms": 1942.465568,
        "blocked_train": 1942465568,
        "duration": 2178724703,
        "avg_accuracy": 37.5,
        "soft_acc": 25.004004,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 110.15618433551126,
        "availability": 35.31123154555365,
        "score": 9.725933784227532,
        "zero_downtime": 8.829221748099496,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 41402128,
        "heap_mib": 39.48414611816406,
        "mobile_score": 646.2033166728024,
        "mobile_throughput": 7318.91592610525,
        "mobile_availability": 2346.122793632649,
        "mobile_accuracy": 1661.2975857498416,
        "soft_acc_blocks": [
          25.004004
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.13187716,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.476440307291085,
        "mobile_acc_per_sec": 762.5091795499973
      },
      "started": "2026-08-18T08:21:28.818254837+10:00",
      "ended": "2026-08-18T08:21:31.003983231+10:00"
    },
    {
      "cell": {
        "id": "int6|none|TweenSplitHeadProxy|tricameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 232,
        "total_correct": 32,
        "total_train": 18,
        "infer_ms": 1014.255867,
        "train_ms": 1998.858575,
        "blocked_train": 1998858575,
        "duration": 2094135722,
        "avg_accuracy": 25,
        "soft_acc": 24.998558,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 110.78556063139446,
        "availability": 33.66137883321725,
        "score": 9.322449064279878,
        "zero_downtime": 8.414859311221537,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 30168856,
        "heap_mib": 28.771263122558594,
        "mobile_score": 619.3952826020997,
        "mobile_throughput": 7360.7324816008795,
        "mobile_availability": 2236.5044969851483,
        "mobile_accuracy": 1660.9357466359143,
        "soft_acc_blocks": [
          24.998558
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.084574343,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.93741061640703,
        "mobile_acc_per_sec": 793.1366287232048
      },
      "started": "2026-08-18T08:21:34.4801707+10:00",
      "ended": "2026-08-18T08:21:36.581302404+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|TweenSplitHeadProxy|tricameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 240,
        "total_correct": 43,
        "total_train": 17,
        "infer_ms": 1048.965931,
        "train_ms": 2003.594607,
        "blocked_train": 2003594607,
        "duration": 2147073634,
        "avg_accuracy": 25,
        "soft_acc": 25.002285,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 111.78005085595495,
        "availability": 34.36347675801606,
        "score": 9.603755652040693,
        "zero_downtime": 8.591654394947936,
        "weight_bytes": 15806,
        "weight_mib": 0.015073776245117188,
        "heap_bytes": 46899000,
        "heap_mib": 44.72637176513672,
        "mobile_score": 637.1167712637114,
        "mobile_throughput": 7415.530722911161,
        "mobile_availability": 2279.686005631624,
        "mobile_accuracy": 1658.6610145615589,
        "soft_acc_blocks": [
          25.002285
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.117342747,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.6448195367295,
        "mobile_acc_per_sec": 772.5217190020038
      },
      "started": "2026-08-18T08:21:39.976912709+10:00",
      "ended": "2026-08-18T08:21:42.133593677+10:00"
    },
    {
      "cell": {
        "id": "int5|none|TweenSplitHeadProxy|tricameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 272,
        "total_correct": 78,
        "total_train": 20,
        "infer_ms": 1045.140668,
        "train_ms": 2004.499085,
        "blocked_train": 2004499085,
        "duration": 4050123495,
        "avg_accuracy": 26.893939393939394,
        "soft_acc": 24.998257803030302,
        "adapt_pct": 24.998396606060606,
        "stability": 99.9998611969697,
        "consistency": 100,
        "throughput": 67.15844599202771,
        "availability": 34.27095501925666,
        "score": 5.753559223108624,
        "zero_downtime": 8.567141687274335,
        "weight_bytes": 13152,
        "weight_mib": 0.012542724609375,
        "heap_bytes": 30161208,
        "heap_mib": 28.76396942138672,
        "mobile_score": 458.71685796307395,
        "mobile_throughput": 5354.374594323027,
        "mobile_availability": 2732.3373578369883,
        "mobile_accuracy": 1993.0484469335693,
        "soft_acc_blocks": [
          24.998119,
          24.998396606060606
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 0.072691177,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.172221127057337,
        "mobile_acc_per_sec": 492.09572236353966
      },
      "started": "2026-08-18T08:21:45.5150667+10:00",
      "ended": "2026-08-18T08:21:49.572151802+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|TweenSplitHeadProxy|tricameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 280,
        "total_correct": 78,
        "total_train": 20,
        "infer_ms": 1099.836657,
        "train_ms": 2041.617167,
        "blocked_train": 2041617167,
        "duration": 4044684899,
        "avg_accuracy": 14.772727272727273,
        "soft_acc": 25.00104501515152,
        "adapt_pct": 25.000589030303033,
        "stability": 99.99954401515151,
        "consistency": 100,
        "throughput": 69.22665349511568,
        "availability": 35.01043525126792,
        "score": 6.0593914502796755,
        "zero_downtime": 8.752974677169968,
        "weight_bytes": 13176,
        "weight_mib": 0.01256561279296875,
        "heap_bytes": 25750880,
        "heap_mib": 24.557952880859375,
        "mobile_score": 482.2201312514011,
        "mobile_throughput": 5509.21428470662,
        "mobile_availability": 2786.209938830716,
        "mobile_accuracy": 1989.6399345634122,
        "soft_acc_blocks": [
          25.001501,
          25.000589030303033
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 2.060024496,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.181209572427441,
        "mobile_acc_per_sec": 491.91469403595
      },
      "started": "2026-08-18T08:21:52.938525041+10:00",
      "ended": "2026-08-18T08:21:56.98965535+10:00"
    },
    {
      "cell": {
        "id": "int3|none|TweenSplitHeadProxy|tricameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 91,
        "total_train": 24,
        "infer_ms": 975.979749,
        "train_ms": 1988.816022,
        "blocked_train": 1988816022,
        "duration": 2070832293,
        "avg_accuracy": 43.75,
        "soft_acc": 25.000472,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 158.39042162358243,
        "availability": 32.91895376222863,
        "score": 13.035363517533304,
        "zero_downtime": 8.229893818018915,
        "weight_bytes": 7891,
        "weight_mib": 0.007525444030761719,
        "heap_bytes": 27403128,
        "heap_mib": 26.13365936279297,
        "mobile_score": 1732.1720106147511,
        "mobile_throughput": 21047.319065311058,
        "mobile_availability": 4374.353676363281,
        "mobile_accuracy": 3322.1258304235203,
        "soft_acc_blocks": [
          25.000472
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072544719,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.072668600209045,
        "mobile_acc_per_sec": 1604.2466797785833
      },
      "started": "2026-08-18T08:22:00.391006464+10:00",
      "ended": "2026-08-18T08:22:02.46762495+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|TweenSplitHeadProxy|tricameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "TweenSplitHeadProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 360,
        "total_correct": 74,
        "total_train": 23,
        "infer_ms": 1071.762673,
        "train_ms": 1985.186544,
        "blocked_train": 1985186544,
        "duration": 2094675964,
        "avg_accuracy": 6.25,
        "soft_acc": 24.9983705,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 171.86429127326352,
        "availability": 35.05987822891596,
        "score": 15.062870947922763,
        "zero_downtime": 8.76439825651325,
        "weight_bytes": 7915,
        "weight_mib": 0.007548332214355469,
        "heap_bytes": 27285704,
        "heap_mib": 26.02167510986328,
        "mobile_score": 1995.5230533277395,
        "mobile_throughput": 22768.511823898112,
        "mobile_availability": 4644.7184932108385,
        "mobile_accuracy": 3311.77401710777,
        "soft_acc_blocks": [
          24.9983705
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.93424230269155,
        "mobile_acc_per_sec": 1581.0435952984326
      },
      "started": "2026-08-18T08:22:05.78520682+10:00",
      "ended": "2026-08-18T08:22:07.884998873+10:00"
    },
    {
      "cell": {
        "id": "float64|none|TweenSplitLinear|cnn|simd",
        "dtype": 0,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5512,
        "total_correct": 4220,
        "total_train": 229,
        "infer_ms": 716.464037,
        "train_ms": 1693.928031,
        "blocked_train": 1693928031,
        "duration": 2234809778,
        "avg_accuracy": 6.25,
        "soft_acc": 24.78055827777778,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2466.4291584283555,
        "availability": 29.723962608061484,
        "score": 181.67134799234893,
        "zero_downtime": 7.365763876555552,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 47203568,
        "heap_mib": 45.01683044433594,
        "mobile_score": 77817.08145115411,
        "mobile_throughput": 1056469.9433121616,
        "mobile_availability": 12731.958258051747,
        "mobile_accuracy": 10614.50109341467,
        "soft_acc_blocks": [
          24.78055827777778
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.088441853854185,
        "mobile_acc_per_sec": 4749.621734210378
      },
      "started": "2026-08-18T08:22:11.269114578+10:00",
      "ended": "2026-08-18T08:22:13.504378471+10:00"
    },
    {
      "cell": {
        "id": "float32|none|TweenSplitLinear|cnn|simd",
        "dtype": 1,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8520,
        "total_correct": 6133,
        "total_train": 261,
        "infer_ms": 691.575668,
        "train_ms": 1703.298854,
        "blocked_train": 1703298854,
        "duration": 2108942975,
        "avg_accuracy": 18.571428571428573,
        "soft_acc": 24.8978514,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 4039.938538404529,
        "availability": 28.877323703057876,
        "score": 290.4648400267649,
        "zero_downtime": 7.189833143884328,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 27200800,
        "heap_mib": 25.940704345703125,
        "mobile_score": 248835.34321560868,
        "mobile_throughput": 3460933.49088731,
        "mobile_availability": 24738.61812030851,
        "mobile_accuracy": 21329.484828109806,
        "soft_acc_blocks": [
          24.8978514
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.805843825625487,
        "mobile_acc_per_sec": 10113.827202041724
      },
      "started": "2026-08-18T08:22:16.882187615+10:00",
      "ended": "2026-08-18T08:22:18.991455746+10:00"
    },
    {
      "cell": {
        "id": "float16|none|TweenSplitLinear|cnn|simd",
        "dtype": 2,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5216,
        "total_correct": 3775,
        "total_train": 209,
        "infer_ms": 700.125191,
        "train_ms": 1770.058372,
        "blocked_train": 1770058372,
        "duration": 2179250036,
        "avg_accuracy": 36.30952380952381,
        "soft_acc": 25.397918238095237,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2393.4839572488595,
        "availability": 28.3430430631523,
        "score": 172.2959695477785,
        "zero_downtime": 7.198542903367545,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 30207024,
        "heap_mib": 28.807662963867188,
        "mobile_score": 295204.9322949859,
        "mobile_throughput": 4100898.4214970265,
        "mobile_availability": 48561.82144279083,
        "mobile_accuracy": 43515.763912465605,
        "soft_acc_blocks": [
          25.397918238095237
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072365864,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.65443056947837,
        "mobile_acc_per_sec": 19968.229066701555
      },
      "started": "2026-08-18T08:22:22.684812275+10:00",
      "ended": "2026-08-18T08:22:24.864366009+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|TweenSplitLinear|cnn|simd",
        "dtype": 3,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5848,
        "total_correct": 4228,
        "total_train": 217,
        "infer_ms": 647.471794,
        "train_ms": 1789.544009,
        "blocked_train": 1789544009,
        "duration": 2137637887,
        "avg_accuracy": 26.041666666666668,
        "soft_acc": 25.125679125,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2735.7299548087585,
        "availability": 26.568223037493368,
        "score": 182.6221886864789,
        "zero_downtime": 6.675446469614912,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 26221360,
        "heap_mib": 25.006637573242188,
        "mobile_score": 312897.45771913935,
        "mobile_throughput": 4687288.8449241,
        "mobile_availability": 45520.91673163831,
        "mobile_accuracy": 43049.320448000006,
        "soft_acc_blocks": [
          25.125679125
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072450655,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.753945454373397,
        "mobile_acc_per_sec": 20138.73383785137
      },
      "started": "2026-08-18T08:22:28.552367434+10:00",
      "ended": "2026-08-18T08:22:30.69035902+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|TweenSplitLinear|cnn|simd",
        "dtype": 4,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5248,
        "total_correct": 1991,
        "total_train": 208,
        "infer_ms": 679.045198,
        "train_ms": 1803.187181,
        "blocked_train": 1803187181,
        "duration": 2264732860,
        "avg_accuracy": 16.25,
        "soft_acc": 25.0220774,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2317.271097483877,
        "availability": 27.35622997044146,
        "score": 158.6194552314082,
        "zero_downtime": 6.84509703692586,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 29180016,
        "heap_mib": 27.828231811523438,
        "mobile_score": 543544.2937540166,
        "mobile_throughput": 7940636.791879914,
        "mobile_availability": 93742.11175648897,
        "mobile_accuracy": 85743.62690124968,
        "soft_acc_blocks": [
          25.0220774
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.048577888343086,
        "mobile_acc_per_sec": 37860.37126747464
      },
      "started": "2026-08-18T08:22:34.306582752+10:00",
      "ended": "2026-08-18T08:22:36.571674987+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|TweenSplitLinear|cnn|simd",
        "dtype": 5,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5096,
        "total_correct": 1871,
        "total_train": 221,
        "infer_ms": 665.692244,
        "train_ms": 1828.152316,
        "blocked_train": 1828152316,
        "duration": 2127227424,
        "avg_accuracy": 30.952380952380953,
        "soft_acc": 25.088713095238095,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2395.606573375955,
        "availability": 26.693413642428457,
        "score": 160.43458586457754,
        "zero_downtime": 6.69703396407402,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 30189304,
        "heap_mib": 28.79076385498047,
        "mobile_score": 549764.2362991348,
        "mobile_throughput": 8209070.451909364,
        "mobile_availability": 91470.8264821015,
        "mobile_accuracy": 85971.96870115158,
        "soft_acc_blocks": [
          25.088713095238095
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.074136487,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.794090661007807,
        "mobile_acc_per_sec": 40415.03401619909
      },
      "started": "2026-08-18T08:22:39.88208741+10:00",
      "ended": "2026-08-18T08:22:42.009678948+10:00"
    },
    {
      "cell": {
        "id": "int64|none|TweenSplitLinear|cnn|simd",
        "dtype": 6,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3504,
        "total_correct": 2253,
        "total_train": 195,
        "infer_ms": 612.451831,
        "train_ms": 1804.439521,
        "blocked_train": 1804439521,
        "duration": 2403555369,
        "avg_accuracy": 4.464285714285714,
        "soft_acc": 24.635535,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1457.8403498388473,
        "availability": 25.340478399791962,
        "score": 91.00950958130414,
        "zero_downtime": 6.2427624253481895,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 26830488,
        "heap_mib": 25.587547302246094,
        "mobile_score": 38983.001437387895,
        "mobile_throughput": 624451.1448826059,
        "mobile_availability": 10854.337205286052,
        "mobile_accuracy": 10552.381841568627,
        "soft_acc_blocks": [
          24.635535
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.24962242090958,
        "mobile_acc_per_sec": 4390.321927952485
      },
      "started": "2026-08-18T08:22:45.429480526+10:00",
      "ended": "2026-08-18T08:22:47.833339697+10:00"
    },
    {
      "cell": {
        "id": "int32|none|TweenSplitLinear|cnn|simd",
        "dtype": 7,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3752,
        "total_correct": 2426,
        "total_train": 196,
        "infer_ms": 816.560108,
        "train_ms": 1775.248403,
        "blocked_train": 1775248403,
        "duration": 2237223712,
        "avg_accuracy": 21.09375,
        "soft_acc": 25.1514151875,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1677.0785951691182,
        "availability": 31.505418109956967,
        "score": 132.89268923033333,
        "zero_downtime": 7.924058515393092,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 32099880,
        "heap_mib": 30.612831115722656,
        "mobile_score": 113846.47426665523,
        "mobile_throughput": 1436719.2524575598,
        "mobile_availability": 26990.053349727317,
        "mobile_accuracy": 21546.70778729412,
        "soft_acc_blocks": [
          25.1514151875
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.242244149564959,
        "mobile_acc_per_sec": 9631.002778900513
      },
      "started": "2026-08-18T08:22:51.284937436+10:00",
      "ended": "2026-08-18T08:22:53.522496096+10:00"
    },
    {
      "cell": {
        "id": "int16|none|TweenSplitLinear|cnn|simd",
        "dtype": 8,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3664,
        "total_correct": 2350,
        "total_train": 192,
        "infer_ms": 630.749778,
        "train_ms": 1793.421976,
        "blocked_train": 1793421976,
        "duration": 2305652025,
        "avg_accuracy": 17.647058823529413,
        "soft_acc": 24.64455364705882,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1589.1383262832126,
        "availability": 26.019186840174694,
        "score": 101.90051489264907,
        "zero_downtime": 6.412312459355321,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 27044768,
        "heap_mib": 25.791900634765625,
        "mobile_score": 174592.21291515423,
        "mobile_throughput": 2722765.2117986046,
        "mobile_availability": 44580.22035967814,
        "mobile_accuracy": 42224.97955068358,
        "soft_acc_blocks": [
          24.64455364705882
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.688756750732505,
        "mobile_acc_per_sec": 18313.682677542627
      },
      "started": "2026-08-18T08:22:57.088985589+10:00",
      "ended": "2026-08-18T08:22:59.394916051+10:00"
    },
    {
      "cell": {
        "id": "int8|none|TweenSplitLinear|cnn|simd",
        "dtype": 9,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6464,
        "total_correct": 3875,
        "total_train": 223,
        "infer_ms": 638.418961,
        "train_ms": 1858.5457,
        "blocked_train": 1858545700,
        "duration": 2186131988,
        "avg_accuracy": 31.73076923076923,
        "soft_acc": 25.090799269230768,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2956.8205558867653,
        "availability": 25.5678012176721,
        "score": 189.68493755242716,
        "zero_downtime": 6.415165681082047,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 26380424,
        "heap_mib": 25.15833282470703,
        "mobile_score": 649996.9708463198,
        "mobile_throughput": 10132193.043168368,
        "mobile_availability": 87613.66905105143,
        "mobile_accuracy": 85979.11743311412,
        "soft_acc_blocks": [
          25.090799269230768
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072914301,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.477257277674841,
        "mobile_acc_per_sec": 39329.33505619338
      },
      "started": "2026-08-18T08:23:02.959653821+10:00",
      "ended": "2026-08-18T08:23:05.146100757+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|TweenSplitLinear|cnn|simd",
        "dtype": 10,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4984,
        "total_correct": 3273,
        "total_train": 214,
        "infer_ms": 705.109385,
        "train_ms": 1781.745828,
        "blocked_train": 1781745828,
        "duration": 2226395017,
        "avg_accuracy": 9.868421052631579,
        "soft_acc": 24.882564368421054,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2238.5964583750233,
        "availability": 28.353455453057776,
        "score": 157.93447560538172,
        "zero_downtime": 7.055066803778691,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 28084856,
        "heap_mib": 26.78380584716797,
        "mobile_score": 67429.27552621691,
        "mobile_throughput": 955756.726358733,
        "mobile_availability": 12105.355417404524,
        "mobile_accuracy": 10623.477123445226,
        "soft_acc_blocks": [
          24.882564368421054
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.176167831146854,
        "mobile_acc_per_sec": 4771.604788156614
      },
      "started": "2026-08-18T08:23:08.56998674+10:00",
      "ended": "2026-08-18T08:23:10.796698943+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|TweenSplitLinear|cnn|simd",
        "dtype": 11,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4504,
        "total_correct": 3315,
        "total_train": 204,
        "infer_ms": 646.764809,
        "train_ms": 1796.117065,
        "blocked_train": 1796117065,
        "duration": 2387945995,
        "avg_accuracy": 40,
        "soft_acc": 25.4996446,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1886.1398077807032,
        "availability": 26.475484381116665,
        "score": 127.33621106285916,
        "zero_downtime": 6.751154423313259,
        "weight_bytes": 1232,
        "weight_mib": 0.0011749267578125,
        "heap_bytes": 27057104,
        "heap_mib": 25.803665161132812,
        "mobile_score": 108377.99906773426,
        "mobile_throughput": 1605325.434320989,
        "mobile_availability": 22533.73174546574,
        "mobile_accuracy": 21703.178032540258,
        "soft_acc_blocks": [
          25.4996446
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.079710804,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.678484627957426,
        "mobile_acc_per_sec": 9088.638552958673
      },
      "started": "2026-08-18T08:23:14.206010301+10:00",
      "ended": "2026-08-18T08:23:16.594253795+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|TweenSplitLinear|cnn|simd",
        "dtype": 12,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4240,
        "total_correct": 3168,
        "total_train": 200,
        "infer_ms": 781.043365,
        "train_ms": 1830.621202,
        "blocked_train": 1830621202,
        "duration": 2200491548,
        "avg_accuracy": 42.10526315789474,
        "soft_acc": 25.21541505263158,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1926.8422111658117,
        "availability": 29.90596016306868,
        "score": 145.30147514891465,
        "zero_downtime": 7.540911980592424,
        "weight_bytes": 620,
        "weight_mib": 0.000591278076171875,
        "heap_bytes": 27241968,
        "heap_mib": 25.979965209960938,
        "mobile_score": 245741.35420281987,
        "mobile_throughput": 3258774.997444197,
        "mobile_availability": 50578.50336120952,
        "mobile_accuracy": 42645.61137778744,
        "soft_acc_blocks": [
          25.21541505263158
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072899457,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.458992003650078,
        "mobile_acc_per_sec": 19380.03870841836
      },
      "started": "2026-08-18T08:23:20.130392154+10:00",
      "ended": "2026-08-18T08:23:22.331234067+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|TweenSplitLinear|cnn|simd",
        "dtype": 13,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6800,
        "total_correct": 4551,
        "total_train": 241,
        "infer_ms": 685.776216,
        "train_ms": 1751.058771,
        "blocked_train": 1751058771,
        "duration": 2172688866,
        "avg_accuracy": 18.75,
        "soft_acc": 24.948453708333332,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 3129.762436956309,
        "availability": 28.14208675016861,
        "score": 219.7411053557118,
        "zero_downtime": 7.021015485424824,
        "weight_bytes": 314,
        "weight_mib": 0.0002994537353515625,
        "heap_bytes": 25790600,
        "heap_mib": 24.59583282470703,
        "mobile_score": 733806.5263995887,
        "mobile_throughput": 10451572.538515601,
        "mobile_availability": 93978.07884122548,
        "mobile_accuracy": 83313.21590977494,
        "soft_acc_blocks": [
          24.948453708333332
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.482754893600735,
        "mobile_acc_per_sec": 38345.67259653594
      },
      "started": "2026-08-18T08:23:25.760419979+10:00",
      "ended": "2026-08-18T08:23:27.933509885+10:00"
    },
    {
      "cell": {
        "id": "int4|none|TweenSplitLinear|cnn|simd",
        "dtype": 14,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5856,
        "total_correct": 1254,
        "total_train": 239,
        "infer_ms": 595.91956,
        "train_ms": 1776.453524,
        "blocked_train": 1776453524,
        "duration": 2155230807,
        "avg_accuracy": 9.375,
        "soft_acc": 24.785617666666667,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2717.110381394061,
        "availability": 25.11913341198572,
        "score": 169.1654547278335,
        "zero_downtime": 6.225932368674703,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 27045840,
        "heap_mib": 25.792922973632812,
        "mobile_score": 1159364.9402398218,
        "mobile_throughput": 18621547.28941607,
        "mobile_availability": 172152.4211542898,
        "mobile_accuracy": 169866.69170223965,
        "soft_acc_blocks": [
          24.785617666666667
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.500215005355882,
        "mobile_acc_per_sec": 78816.00947356895
      },
      "started": "2026-08-18T08:23:31.537008531+10:00",
      "ended": "2026-08-18T08:23:33.692618088+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|TweenSplitLinear|cnn|simd",
        "dtype": 15,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4464,
        "total_correct": 1121,
        "total_train": 213,
        "infer_ms": 657.326199,
        "train_ms": 1788.583368,
        "blocked_train": 1788583368,
        "duration": 2219763655,
        "avg_accuracy": 35.416666666666664,
        "soft_acc": 25.116963333333334,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2011.0249079648077,
        "availability": 26.874509502255847,
        "score": 135.74540193338518,
        "zero_downtime": 6.750060697694783,
        "weight_bytes": 161,
        "weight_mib": 0.00015354156494140625,
        "heap_bytes": 27284208,
        "heap_mib": 26.020248413085938,
        "mobile_score": 884095.4694267161,
        "mobile_throughput": 13097592.881329851,
        "mobile_availability": 175030.84270706476,
        "mobile_accuracy": 163584.13008828158,
        "soft_acc_blocks": [
          25.116963333333334
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072182478,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.31515207790594,
        "mobile_acc_per_sec": 73694.39071579068
      },
      "started": "2026-08-18T08:23:37.512891976+10:00",
      "ended": "2026-08-18T08:23:39.732951985+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|TweenSplitLinear|cnn|simd",
        "dtype": 16,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6176,
        "total_correct": 1559,
        "total_train": 221,
        "infer_ms": 654.008861,
        "train_ms": 1772.605,
        "blocked_train": 1772605000,
        "duration": 2155889135,
        "avg_accuracy": 24.456521739130434,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2864.7113155009247,
        "availability": 26.95150108186084,
        "score": 193.0206752973554,
        "zero_downtime": 6.737875270465211,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 29171432,
        "heap_mib": 27.820045471191406,
        "mobile_score": 1322855.2132065343,
        "mobile_throughput": 19633121.12655358,
        "mobile_availability": 184710.43920531578,
        "mobile_accuracy": 171335.9477124183,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.59614360225439,
        "mobile_acc_per_sec": 79473.45015606208
      },
      "started": "2026-08-18T08:23:43.527847143+10:00",
      "ended": "2026-08-18T08:23:45.684224923+10:00"
    },
    {
      "cell": {
        "id": "int2|none|TweenSplitLinear|cnn|simd",
        "dtype": 17,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6312,
        "total_correct": 836,
        "total_train": 222,
        "infer_ms": 680.556441,
        "train_ms": 1745.135334,
        "blocked_train": 1745135334,
        "duration": 2246519872,
        "avg_accuracy": 1.7857142857142858,
        "soft_acc": 24.42110632142857,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2809.679130227609,
        "availability": 28.056179602620777,
        "score": 192.5088027508612,
        "zero_downtime": 6.851629450486976,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 27292672,
        "heap_mib": 26.0283203125,
        "mobile_score": 2621559.8747180137,
        "mobile_throughput": 38261845.50204605,
        "mobile_availability": 382065.4101688011,
        "mobile_accuracy": 332563.45431296475,
        "soft_acc_blocks": [
          24.42110632142857
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.870638905004341,
        "mobile_acc_per_sec": 148034.94883706275
      },
      "started": "2026-08-18T08:23:49.502218178+10:00",
      "ended": "2026-08-18T08:23:51.749067789+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|TweenSplitLinear|cnn|simd",
        "dtype": 18,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4104,
        "total_correct": 1028,
        "total_train": 209,
        "infer_ms": 620.972385,
        "train_ms": 1792.520861,
        "blocked_train": 1792520861,
        "duration": 2524844739,
        "avg_accuracy": 16.44736842105263,
        "soft_acc": 25.052193105263157,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1625.4464825530013,
        "availability": 25.72919505903602,
        "score": 104.77185304685206,
        "zero_downtime": 6.445727630619531,
        "weight_bytes": 85,
        "weight_mib": 0.00008106231689453125,
        "heap_bytes": 25822664,
        "heap_mib": 24.62641143798828,
        "mobile_score": 1292485.3009465404,
        "mobile_throughput": 20051813.77517054,
        "mobile_availability": 317400.1933908677,
        "mobile_accuracy": 309048.5698534638,
        "soft_acc_blocks": [
          25.052193105263157
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.922270751264266,
        "mobile_acc_per_sec": 122402.99970914917
      },
      "started": "2026-08-18T08:23:55.183719351+10:00",
      "ended": "2026-08-18T08:23:57.708833308+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|TweenSplitLinear|cnn|simd",
        "dtype": 19,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5776,
        "total_correct": 726,
        "total_train": 212,
        "infer_ms": 724.976662,
        "train_ms": 1791.558882,
        "blocked_train": 1791558882,
        "duration": 2152424183,
        "avg_accuracy": 19,
        "soft_acc": 24.68062156,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2683.4859251346743,
        "availability": 28.80852065564944,
        "score": 190.79912205799275,
        "zero_downtime": 7.110121960055268,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 25874264,
        "heap_mib": 24.675621032714844,
        "mobile_score": 2598277.6650789846,
        "mobile_throughput": 36543362.82381839,
        "mobile_availability": 392310.69292231515,
        "mobile_accuracy": 336097.49912855274,
        "soft_acc_blocks": [
          24.68062156
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.466430155788673,
        "mobile_acc_per_sec": 156148.35671475666
      },
      "started": "2026-08-18T08:24:01.104192198+10:00",
      "ended": "2026-08-18T08:24:03.257066849+10:00"
    },
    {
      "cell": {
        "id": "binary|none|TweenSplitLinear|cnn|simd",
        "dtype": 20,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6112,
        "total_correct": 2022,
        "total_train": 207,
        "infer_ms": 752.479376,
        "train_ms": 1749.967045,
        "blocked_train": 1749967045,
        "duration": 2318676716,
        "avg_accuracy": 42.93478260869565,
        "soft_acc": 25.834402739130436,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2635.98627519922,
        "availability": 30.069749733115266,
        "score": 204.77238276655106,
        "zero_downtime": 7.768340248701597,
        "weight_bytes": 39,
        "weight_mib": 0.00003719329833984375,
        "heap_bytes": 29423360,
        "heap_mib": 28.060302734375,
        "mobile_score": 5505625.795687668,
        "mobile_throughput": 70872613.96162301,
        "mobile_availability": 808472.2537474635,
        "mobile_accuracy": 694598.3252970881,
        "soft_acc_blocks": [
          25.834402739130436
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072450133,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.141873535392174,
        "mobile_acc_per_sec": 299566.6970319842
      },
      "started": "2026-08-18T08:24:06.816757909+10:00",
      "ended": "2026-08-18T08:24:09.135724417+10:00"
    },
    {
      "cell": {
        "id": "int|none|TweenSplitLinear|cnn|simd",
        "dtype": 21,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3296,
        "total_correct": 2258,
        "total_train": 197,
        "infer_ms": 669.750609,
        "train_ms": 1810.835837,
        "blocked_train": 1810835837,
        "duration": 2193546687,
        "avg_accuracy": 24.107142857142858,
        "soft_acc": 25.17219,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1502.5893998671932,
        "availability": 26.999688322895885,
        "score": 102.12217896586513,
        "zero_downtime": 6.796412844047166,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 27327400,
        "heap_mib": 26.061439514160156,
        "mobile_score": 43743.00078893423,
        "mobile_throughput": 643618.9471221985,
        "mobile_availability": 11565.0429668582,
        "mobile_accuracy": 10782.252574117647,
        "soft_acc_blocks": [
          25.17219
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.475566099952356,
        "mobile_acc_per_sec": 4915.442483179592
      },
      "started": "2026-08-18T08:24:12.684366266+10:00",
      "ended": "2026-08-18T08:24:14.878231859+10:00"
    },
    {
      "cell": {
        "id": "uint|none|TweenSplitLinear|cnn|simd",
        "dtype": 22,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3752,
        "total_correct": 2654,
        "total_train": 209,
        "infer_ms": 573.497995,
        "train_ms": 1785.965811,
        "blocked_train": 1785965811,
        "duration": 2218181920,
        "avg_accuracy": 54.464285714285715,
        "soft_acc": 25.589247642857142,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1691.4753321945748,
        "availability": 24.306284908529765,
        "score": 105.20630554710722,
        "zero_downtime": 6.219795438022094,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 24370992,
        "heap_mib": 23.241989135742188,
        "mobile_score": 44917.266712281555,
        "mobile_throughput": 722166.3020892746,
        "mobile_availability": 10377.437705312095,
        "mobile_accuracy": 10925.191749330852,
        "soft_acc_blocks": [
          25.589247642857142
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.100183803,
        "time_to_acc50_sec": 0.100183803,
        "acc_per_sec": 11.536135702908055,
        "mobile_acc_per_sec": 4925.291136324315
      },
      "started": "2026-08-18T08:24:18.580936044+10:00",
      "ended": "2026-08-18T08:24:20.799499473+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|TweenSplitLinear|cnn|simd",
        "dtype": 23,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3832,
        "total_correct": 2822,
        "total_train": 213,
        "infer_ms": 609.875883,
        "train_ms": 1794.849444,
        "blocked_train": 1794849444,
        "duration": 2374418525,
        "avg_accuracy": 35.9375,
        "soft_acc": 25.47401375,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1613.868810259556,
        "availability": 25.361561096079395,
        "score": 104.26573037750468,
        "zero_downtime": 6.460607560829916,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 30428144,
        "heap_mib": 29.018539428710938,
        "mobile_score": 44515.69319882832,
        "mobile_throughput": 689032.614652575,
        "mobile_availability": 10827.982201906574,
        "mobile_accuracy": 10875.99325811075,
        "soft_acc_blocks": [
          25.47401375
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072262425,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.728527208572045,
        "mobile_acc_per_sec": 4580.487030234382
      },
      "started": "2026-08-18T08:24:24.246828502+10:00",
      "ended": "2026-08-18T08:24:26.621520517+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|TweenSplitLinear|cnn|simd",
        "dtype": 24,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3464,
        "total_correct": 2139,
        "total_train": 199,
        "infer_ms": 642.020213,
        "train_ms": 1798.209538,
        "blocked_train": 1798209538,
        "duration": 2189058976,
        "avg_accuracy": 7.894736842105263,
        "soft_acc": 24.821384157894737,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1582.4151098613434,
        "availability": 26.309826471745204,
        "score": 103.33903483558761,
        "zero_downtime": 6.530463099827361,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 27289832,
        "heap_mib": 26.025611877441406,
        "mobile_score": 44264.22867310503,
        "mobile_throughput": 677811.4813063595,
        "mobile_availability": 11269.547631714338,
        "mobile_accuracy": 10631.98844556725,
        "soft_acc_blocks": [
          24.821384157894737
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.338837569031643,
        "mobile_acc_per_sec": 4856.876202118025
      },
      "started": "2026-08-18T08:24:29.981193696+10:00",
      "ended": "2026-08-18T08:24:32.170516005+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|TweenSplitLinear|cnn|simd",
        "dtype": 25,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3608,
        "total_correct": 2630,
        "total_train": 198,
        "infer_ms": 688.174336,
        "train_ms": 1780.055143,
        "blocked_train": 1780055143,
        "duration": 2194790791,
        "avg_accuracy": 28.90625,
        "soft_acc": 25.3078878125,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1643.892445145584,
        "availability": 27.88129474406946,
        "score": 115.99579285168242,
        "zero_downtime": 7.056166794501557,
        "weight_bytes": 4896,
        "weight_mib": 0.004669189453125,
        "heap_bytes": 29193168,
        "heap_mib": 27.840774536132812,
        "mobile_score": 24842.811373620454,
        "mobile_throughput": 352072.337532879,
        "mobile_availability": 5971.33507303051,
        "mobile_accuracy": 5420.18867869281,
        "soft_acc_blocks": [
          25.3078878125
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071555968,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.530888463847212,
        "mobile_acc_per_sec": 2469.5696286493167
      },
      "started": "2026-08-18T08:24:35.970652837+10:00",
      "ended": "2026-08-18T08:24:38.165767637+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|TweenSplitLinear|cnn|simd",
        "dtype": 26,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3248,
        "total_correct": 784,
        "total_train": 193,
        "infer_ms": 618.866108,
        "train_ms": 1829.305028,
        "blocked_train": 1829305028,
        "duration": 2291500271,
        "avg_accuracy": 15.441176470588236,
        "soft_acc": 24.917487764705882,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1417.4120078033368,
        "availability": 25.278711071283542,
        "score": 89.28022732001837,
        "zero_downtime": 6.298819738262427,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 26875552,
        "heap_mib": 25.630523681640625,
        "mobile_score": 611876.4943942195,
        "mobile_throughput": 9714145.186237855,
        "mobile_availability": 173246.07673387066,
        "mobile_accuracy": 170770.4552311388,
        "soft_acc_blocks": [
          24.917487764705882
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.87387511144915,
        "mobile_acc_per_sec": 74523.42790106473
      },
      "started": "2026-08-18T08:24:41.517179983+10:00",
      "ended": "2026-08-18T08:24:43.809066608+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|TweenSplitLinear|cnn|simd",
        "dtype": 27,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1904,
        "total_correct": 760,
        "total_train": 135,
        "infer_ms": 579.595757,
        "train_ms": 1896.534275,
        "blocked_train": 1896534275,
        "duration": 2227187523,
        "avg_accuracy": 25,
        "soft_acc": 24.9748887,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 854.8898466507798,
        "availability": 23.40732310135803,
        "score": 49.9764577155213,
        "zero_downtime": 5.845952892213557,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 31285712,
        "heap_mib": 29.836380004882812,
        "mobile_score": 227843.97445874114,
        "mobile_throughput": 3897465.112355165,
        "mobile_availability": 106714.5966449113,
        "mobile_accuracy": 113861.16910213565,
        "soft_acc_blocks": [
          24.9748887
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071598728,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.2136443124282,
        "mobile_acc_per_sec": 51123.29695021179
      },
      "started": "2026-08-18T08:24:47.564106655+10:00",
      "ended": "2026-08-18T08:24:49.812024886+10:00"
    },
    {
      "cell": {
        "id": "int6|none|TweenSplitLinear|cnn|simd",
        "dtype": 28,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2296,
        "total_correct": 911,
        "total_train": 142,
        "infer_ms": 684.032147,
        "train_ms": 1869.353837,
        "blocked_train": 1869353837,
        "duration": 2174097940,
        "avg_accuracy": 18.75,
        "soft_acc": 24.715453875,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1056.0701786967334,
        "availability": 26.789218366759858,
        "score": 69.92321874356935,
        "zero_downtime": 6.621076908909561,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 27082000,
        "heap_mib": 25.827407836914062,
        "mobile_score": 318781.7783358999,
        "mobile_throughput": 4814651.494335243,
        "mobile_availability": 122132.74538323298,
        "mobile_accuracy": 112678.39896709567,
        "soft_acc_blocks": [
          24.715453875
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.36814189474831,
        "mobile_acc_per_sec": 51827.65545838089
      },
      "started": "2026-08-18T08:24:53.226775909+10:00",
      "ended": "2026-08-18T08:24:55.40135989+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|TweenSplitLinear|cnn|simd",
        "dtype": 29,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2480,
        "total_correct": 945,
        "total_train": 148,
        "infer_ms": 668.635984,
        "train_ms": 1798.365773,
        "blocked_train": 1798365773,
        "duration": 2197115206,
        "avg_accuracy": 16.666666666666668,
        "soft_acc": 24.90953511111111,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1128.7528269921775,
        "availability": 27.1031823184875,
        "score": 76.20522678824524,
        "zero_downtime": 6.751276715852103,
        "weight_bytes": 238,
        "weight_mib": 0.0002269744873046875,
        "heap_bytes": 26229888,
        "heap_mib": 25.0147705078125,
        "mobile_score": 335743.5793475254,
        "mobile_throughput": 4973038.337462813,
        "mobile_availability": 119410.6995915561,
        "mobile_accuracy": 109745.96928011952,
        "soft_acc_blocks": [
          24.90953511111111
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.337382328922406,
        "mobile_acc_per_sec": 49950.02946610143
      },
      "started": "2026-08-18T08:24:58.89336786+10:00",
      "ended": "2026-08-18T08:25:01.090855097+10:00"
    },
    {
      "cell": {
        "id": "int5|none|TweenSplitLinear|cnn|simd",
        "dtype": 30,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2368,
        "total_correct": 886,
        "total_train": 153,
        "infer_ms": 654.597967,
        "train_ms": 1859.55989,
        "blocked_train": 1859559890,
        "duration": 2389571461,
        "avg_accuracy": 30,
        "soft_acc": 25.153648699999998,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 990.9726654540087,
        "availability": 26.036470429947233,
        "score": 64.9000118779098,
        "zero_downtime": 6.549122305828306,
        "weight_bytes": 192,
        "weight_mib": 0.00018310546875,
        "heap_bytes": 33379256,
        "heap_mib": 31.83293914794922,
        "mobile_score": 354440.59820255806,
        "mobile_throughput": 5412032.05026616,
        "mobile_availability": 142193.84384141848,
        "mobile_accuracy": 137372.46010026665,
        "soft_acc_blocks": [
          25.153648699999998
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.087774387,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.526426646170929,
        "mobile_acc_per_sec": 57488.3247236215
      },
      "started": "2026-08-18T08:25:04.663725219+10:00",
      "ended": "2026-08-18T08:25:07.078313268+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|TweenSplitLinear|cnn|simd",
        "dtype": 31,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2752,
        "total_correct": 868,
        "total_train": 156,
        "infer_ms": 693.024383,
        "train_ms": 1841.249847,
        "blocked_train": 1841249847,
        "duration": 2328659543,
        "avg_accuracy": 27.5,
        "soft_acc": 25.2036172,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1181.7957709930463,
        "availability": 27.346069134751843,
        "score": 81.45171139380253,
        "zero_downtime": 6.892198583970206,
        "weight_bytes": 200,
        "weight_mib": 0.00019073486328125,
        "heap_bytes": 31068128,
        "heap_mib": 29.628875732421875,
        "mobile_score": 427041.5486323394,
        "mobile_throughput": 6196013.411824022,
        "mobile_availability": 143372.15894520775,
        "mobile_accuracy": 132139.540545536,
        "soft_acc_blocks": [
          25.2036172
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072647528,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.823229731354507,
        "mobile_acc_per_sec": 56744.89469392392
      },
      "started": "2026-08-18T08:25:10.838194909+10:00",
      "ended": "2026-08-18T08:25:13.167201743+10:00"
    },
    {
      "cell": {
        "id": "int3|none|TweenSplitLinear|cnn|simd",
        "dtype": 32,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2728,
        "total_correct": 808,
        "total_train": 144,
        "infer_ms": 706.943466,
        "train_ms": 1823.213086,
        "blocked_train": 1823213086,
        "duration": 2346030929,
        "avg_accuracy": 27.884615384615383,
        "soft_acc": 25.068453615384616,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1162.8150193070196,
        "availability": 27.940700564207614,
        "score": 81.447070545979,
        "zero_downtime": 7.004301560751893,
        "weight_bytes": 115,
        "weight_mib": 0.00010967254638671875,
        "heap_bytes": 27266312,
        "heap_mib": 26.00318145751953,
        "mobile_score": 742638.6386506129,
        "mobile_throughput": 10602608.014651109,
        "mobile_availability": 254764.76552012665,
        "mobile_accuracy": 228575.467984396,
        "soft_acc_blocks": [
          25.068453615384616
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072757216,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.6854744775552,
        "mobile_acc_per_sec": 97430.71378936453
      },
      "started": "2026-08-18T08:25:16.522964428+10:00",
      "ended": "2026-08-18T08:25:18.869389314+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|TweenSplitLinear|cnn|simd",
        "dtype": 33,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2360,
        "total_correct": 847,
        "total_train": 152,
        "infer_ms": 488.647154,
        "train_ms": 1886.993547,
        "blocked_train": 1886993547,
        "duration": 2200255766,
        "avg_accuracy": 50,
        "soft_acc": 25.281669333333337,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1072.6025748771972,
        "availability": 20.56906811683725,
        "score": 55.77751971014561,
        "zero_downtime": 5.200203786246887,
        "weight_bytes": 123,
        "weight_mib": 0.00011730194091796875,
        "heap_bytes": 31299392,
        "heap_mib": 29.84942626953125,
        "mobile_score": 475503.80900476134,
        "mobile_throughput": 9143945.671174243,
        "mobile_availability": 175351.47292423365,
        "mobile_accuracy": 215526.4366086938,
        "soft_acc_blocks": [
          25.281669333333337
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071433519,
        "time_to_acc50_sec": 0.071433519,
        "acc_per_sec": 11.490332044121699,
        "mobile_acc_per_sec": 97955.17409347117
      },
      "started": "2026-08-18T08:25:22.601076966+10:00",
      "ended": "2026-08-18T08:25:24.801724763+10:00"
    },
    {
      "cell": {
        "id": "float64|none|TweenSplitLinear|bicameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1048,
        "total_correct": 340,
        "total_train": 67,
        "infer_ms": 749.808689,
        "train_ms": 1905.091229,
        "blocked_train": 1905091229,
        "duration": 2321525949,
        "avg_accuracy": 15.625,
        "soft_acc": 24.99681475,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 451.427217710587,
        "availability": 28.242446501141515,
        "score": 31.869461607859872,
        "zero_downtime": 7.059712032758202,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 27443520,
        "heap_mib": 26.17218017578125,
        "mobile_score": 263.4124146718003,
        "mobile_throughput": 3731.206222711695,
        "mobile_availability": 233.43384713063568,
        "mobile_accuracy": 206.60754842426533,
        "soft_acc_blocks": [
          24.99681475
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.767406998301013,
        "mobile_acc_per_sec": 88.99644154882775
      },
      "started": "2026-08-18T08:25:28.651125725+10:00",
      "ended": "2026-08-18T08:25:30.975674692+10:00"
    },
    {
      "cell": {
        "id": "float32|none|TweenSplitLinear|bicameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1776,
        "total_correct": 529,
        "total_train": 90,
        "infer_ms": 424.845499,
        "train_ms": 1855.334039,
        "blocked_train": 1855334039,
        "duration": 2246976806,
        "avg_accuracy": 33.92857142857143,
        "soft_acc": 25.000758714285716,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 790.3953415351809,
        "availability": 18.63210733715478,
        "score": 36.817944443783695,
        "zero_downtime": 4.6581681987487915,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 27587040,
        "heap_mib": 26.309051513671875,
        "mobile_score": 608.6267643001156,
        "mobile_throughput": 13065.796217139517,
        "mobile_availability": 308.00196404282394,
        "mobile_accuracy": 413.2802933785922,
        "soft_acc_blocks": [
          25.000758714285716
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072842684,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.126398210932718,
        "mobile_acc_per_sec": 183.9272627447816
      },
      "started": "2026-08-18T08:25:34.444757612+10:00",
      "ended": "2026-08-18T08:25:36.694290926+10:00"
    },
    {
      "cell": {
        "id": "float16|none|TweenSplitLinear|bicameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 632,
        "total_correct": 179,
        "total_train": 45,
        "infer_ms": 717.683046,
        "train_ms": 1887.828899,
        "blocked_train": 1887828899,
        "duration": 2208908406,
        "avg_accuracy": 18.75,
        "soft_acc": 25.00001475,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 286.1141721781288,
        "availability": 27.544799684270878,
        "score": 19.70240552310626,
        "zero_downtime": 6.886203983925673,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 44573592,
        "heap_mib": 42.508689880371094,
        "mobile_score": 651.3895060473159,
        "mobile_throughput": 9459.340843922739,
        "mobile_availability": 910.6701940261704,
        "mobile_accuracy": 826.5359902413923,
        "soft_acc_blocks": [
          25.00001475
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.317814121261486,
        "mobile_acc_per_sec": 374.18300731542075
      },
      "started": "2026-08-18T08:25:40.186927308+10:00",
      "ended": "2026-08-18T08:25:42.398700295+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|TweenSplitLinear|bicameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 752,
        "total_correct": 254,
        "total_train": 53,
        "infer_ms": 605.291863,
        "train_ms": 1929.070212,
        "blocked_train": 1929070212,
        "duration": 2165706836,
        "avg_accuracy": 6.25,
        "soft_acc": 24.99909575,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 347.23074586998257,
        "availability": 23.883401230268174,
        "score": 20.73187815858834,
        "zero_downtime": 5.970634341911418,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 27536920,
        "heap_mib": 26.261253356933594,
        "mobile_score": 685.4253333339617,
        "mobile_throughput": 11479.94156203061,
        "mobile_availability": 789.6191615723824,
        "mobile_accuracy": 826.5056067963172,
        "soft_acc_blocks": [
          24.99909575
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.5431577970048,
        "mobile_acc_per_sec": 381.6331892468188
      },
      "started": "2026-08-18T08:25:45.845967554+10:00",
      "ended": "2026-08-18T08:25:48.014112825+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|TweenSplitLinear|bicameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 856,
        "total_correct": 201,
        "total_train": 50,
        "infer_ms": 816.387421,
        "train_ms": 1934.813532,
        "blocked_train": 1934813532,
        "duration": 2211355327,
        "avg_accuracy": 33.333333333333336,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 387.09292421190344,
        "availability": 29.673856433852436,
        "score": 28.716349649060362,
        "zero_downtime": 7.418464108463109,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 30279856,
        "heap_mib": 28.877120971679688,
        "mobile_score": 1898.8065991684398,
        "mobile_throughput": 25595.68357286044,
        "mobile_availability": 1962.1196672962071,
        "mobile_accuracy": 1653.0710051708916,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.069007427,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.305284001515872,
        "mobile_acc_per_sec": 747.5374875251297
      },
      "started": "2026-08-18T08:25:51.533387349+10:00",
      "ended": "2026-08-18T08:25:53.747638871+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|TweenSplitLinear|bicameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 624,
        "total_correct": 220,
        "total_train": 42,
        "infer_ms": 622.744979,
        "train_ms": 1898.430393,
        "blocked_train": 1898430393,
        "duration": 2257666734,
        "avg_accuracy": 37.5,
        "soft_acc": 25.001226333333335,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 276.3915464593102,
        "availability": 24.70058155875084,
        "score": 17.068417060351678,
        "zero_downtime": 6.175448301152893,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 41043848,
        "heap_mib": 39.14246368408203,
        "mobile_score": 1128.6122138652618,
        "mobile_throughput": 18275.794061049164,
        "mobile_availability": 1633.2726074251937,
        "mobile_accuracy": 1653.1520938139322,
        "soft_acc_blocks": [
          25.001226333333335
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.158648739,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.073922451360945,
        "mobile_acc_per_sec": 732.2392047142297
      },
      "started": "2026-08-18T08:25:57.368027921+10:00",
      "ended": "2026-08-18T08:25:59.631965534+10:00"
    },
    {
      "cell": {
        "id": "int64|none|TweenSplitLinear|bicameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 624,
        "total_correct": 159,
        "total_train": 40,
        "infer_ms": 769.637731,
        "train_ms": 1935.814886,
        "blocked_train": 1935814886,
        "duration": 2299904813,
        "avg_accuracy": 18.75,
        "soft_acc": 25.000142,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 271.31557639816117,
        "availability": 28.447651463710706,
        "score": 19.295836984858205,
        "zero_downtime": 7.111953261592755,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 23922920,
        "heap_mib": 22.814674377441406,
        "mobile_score": 159.4869432008661,
        "mobile_throughput": 2242.5195629751406,
        "mobile_availability": 235.1299389993372,
        "mobile_accuracy": 206.63504932677515,
        "soft_acc_blocks": [
          25.000142
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.870076821740188,
        "mobile_acc_per_sec": 89.84504408999432
      },
      "started": "2026-08-18T08:26:03.258975719+10:00",
      "ended": "2026-08-18T08:26:05.563610318+10:00"
    },
    {
      "cell": {
        "id": "int32|none|TweenSplitLinear|bicameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 600,
        "total_correct": 100,
        "total_train": 38,
        "infer_ms": 711.177427,
        "train_ms": 1922.883749,
        "blocked_train": 1922883749,
        "duration": 2339712373,
        "avg_accuracy": 18.75,
        "soft_acc": 24.999376,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 256.4417775979338,
        "availability": 26.999275243863963,
        "score": 17.308923301971536,
        "zero_downtime": 6.749650335488469,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 26976864,
        "heap_mib": 25.727142333984375,
        "mobile_score": 286.12879241215956,
        "mobile_throughput": 4239.164670616267,
        "mobile_availability": 446.31719066259774,
        "mobile_accuracy": 413.25743612965067,
        "soft_acc_blocks": [
          24.999376
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.684807367131874,
        "mobile_acc_per_sec": 176.62745254442035
      },
      "started": "2026-08-18T08:26:09.285810295+10:00",
      "ended": "2026-08-18T08:26:11.62898881+10:00"
    },
    {
      "cell": {
        "id": "int16|none|TweenSplitLinear|bicameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 576,
        "total_correct": 143,
        "total_train": 40,
        "infer_ms": 674.366056,
        "train_ms": 1937.376542,
        "blocked_train": 1937376542,
        "duration": 2223382129,
        "avg_accuracy": 0,
        "soft_acc": 24.995382,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 259.06477905310174,
        "availability": 25.82054052786101,
        "score": 16.719892498049834,
        "zero_downtime": 6.453942739403676,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 30296064,
        "heap_mib": 28.892578125,
        "mobile_score": 552.7833899620098,
        "mobile_throughput": 8565.049494273717,
        "mobile_availability": 853.6637376889389,
        "mobile_accuracy": 826.3828249474083,
        "soft_acc_blocks": [
          24.995382
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.242054019406035,
        "mobile_acc_per_sec": 371.6782707609
      },
      "started": "2026-08-18T08:26:15.183462971+10:00",
      "ended": "2026-08-18T08:26:17.410029472+10:00"
    },
    {
      "cell": {
        "id": "int8|none|TweenSplitLinear|bicameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1400,
        "total_correct": 552,
        "total_train": 77,
        "infer_ms": 321.819864,
        "train_ms": 1845.23883,
        "blocked_train": 1845238830,
        "duration": 2279407328,
        "avg_accuracy": 29.166666666666668,
        "soft_acc": 24.999515833333334,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 614.1947438715964,
        "availability": 14.850537500023984,
        "score": 22.802363576129732,
        "zero_downtime": 3.7125624736536,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 50516504,
        "heap_mib": 48.176292419433594,
        "mobile_score": 1507.757043082596,
        "mobile_throughput": 40612.30090489993,
        "mobile_availability": 981.9597180997067,
        "mobile_accuracy": 1653.0389906957582,
        "soft_acc_blocks": [
          24.999515833333334
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.125577888,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.967550874405775,
        "mobile_acc_per_sec": 725.2056139286739
      },
      "started": "2026-08-18T08:26:21.018734666+10:00",
      "ended": "2026-08-18T08:26:23.30312527+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|TweenSplitLinear|bicameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 600,
        "total_correct": 147,
        "total_train": 40,
        "infer_ms": 792.588796,
        "train_ms": 1972.906192,
        "blocked_train": 1972906192,
        "duration": 2194532520,
        "avg_accuracy": 50,
        "soft_acc": 25.002728,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 273.4067481488039,
        "availability": 28.65992523722484,
        "score": 19.591680014110743,
        "zero_downtime": 7.165763152066681,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 27463024,
        "heap_mib": 26.190780639648438,
        "mobile_score": 161.9066664234749,
        "mobile_throughput": 2259.447639945779,
        "mobile_availability": 236.84711835651677,
        "mobile_accuracy": 206.62384946351,
        "soft_acc_blocks": [
          25.002728
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072554715,
        "time_to_acc50_sec": 0.072554715,
        "acc_per_sec": 11.393190928881747,
        "mobile_acc_per_sec": 94.15392461967708
      },
      "started": "2026-08-18T08:26:27.045322403+10:00",
      "ended": "2026-08-18T08:26:29.243108044+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|TweenSplitLinear|bicameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 528,
        "total_correct": 143,
        "total_train": 34,
        "infer_ms": 618.446846,
        "train_ms": 1940.08268,
        "blocked_train": 1940082680,
        "duration": 2245582203,
        "avg_accuracy": 50,
        "soft_acc": 25.0009965,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 235.12833299739148,
        "availability": 24.171964392643872,
        "score": 14.209350594426144,
        "zero_downtime": 6.04323197178614,
        "weight_bytes": 63452,
        "weight_mib": 0.060512542724609375,
        "heap_bytes": 27375880,
        "heap_mib": 26.10767364501953,
        "mobile_score": 234.81661742578623,
        "mobile_throughput": 3885.6131706025462,
        "mobile_availability": 399.45378766596707,
        "mobile_accuracy": 413.15395741637775,
        "soft_acc_blocks": [
          25.0009965
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072454298,
        "time_to_acc50_sec": 0.072454298,
        "acc_per_sec": 11.133414072573142,
        "mobile_acc_per_sec": 183.98522969429578
      },
      "started": "2026-08-18T08:26:33.062748998+10:00",
      "ended": "2026-08-18T08:26:35.311810729+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|TweenSplitLinear|bicameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 640,
        "total_correct": 132,
        "total_train": 41,
        "infer_ms": 739.967914,
        "train_ms": 1939.798201,
        "blocked_train": 1939798201,
        "duration": 2284822212,
        "avg_accuracy": 18.75,
        "soft_acc": 24.998495,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 280.10932169631764,
        "availability": 27.613152873977587,
        "score": 19.33558973098749,
        "zero_downtime": 6.902872640543643,
        "weight_bytes": 31736,
        "weight_mib": 0.03026580810546875,
        "heap_bytes": 44721752,
        "heap_mib": 42.649986267089844,
        "mobile_score": 638.8591926443137,
        "mobile_throughput": 9254.975803725672,
        "mobile_availability": 912.3547198129544,
        "mobile_accuracy": 825.9648945399546,
        "soft_acc_blocks": [
          24.998495
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.941111684185605,
        "mobile_acc_per_sec": 361.50072867899564
      },
      "started": "2026-08-18T08:26:38.793790527+10:00",
      "ended": "2026-08-18T08:26:41.082301485+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|TweenSplitLinear|bicameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 840,
        "total_correct": 217,
        "total_train": 61,
        "infer_ms": 390.60438,
        "train_ms": 1952.912769,
        "blocked_train": 1952912769,
        "duration": 2321165192,
        "avg_accuracy": 31.25,
        "soft_acc": 25.00156375,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 361.8872120326023,
        "availability": 16.667442786440645,
        "score": 15.08027921671185,
        "zero_downtime": 4.167121333746734,
        "weight_bytes": 15878,
        "weight_mib": 0.015142440795898438,
        "heap_bytes": 25879976,
        "heap_mib": 24.681068420410156,
        "mobile_score": 995.8948771849631,
        "mobile_throughput": 23898.869205460258,
        "mobile_availability": 1100.7104476152404,
        "mobile_accuracy": 1651.092058868875,
        "soft_acc_blocks": [
          25.00156375
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.06953003,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.771126430884372,
        "mobile_acc_per_sec": 711.3203595157457
      },
      "started": "2026-08-18T08:26:44.625382204+10:00",
      "ended": "2026-08-18T08:26:46.949819424+10:00"
    },
    {
      "cell": {
        "id": "int4|none|TweenSplitLinear|bicameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 920,
        "total_correct": 172,
        "total_train": 62,
        "infer_ms": 226.920175,
        "train_ms": 1951.747924,
        "blocked_train": 1951747924,
        "duration": 2286822623,
        "avg_accuracy": 18.75,
        "soft_acc": 25.001202,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 402.3049233232988,
        "availability": 10.415545860526231,
        "score": 10.4760671120638,
        "zero_downtime": 2.604011659992801,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 31451280,
        "heap_mib": 29.994277954101562,
        "mobile_score": 1385.414623294162,
        "mobile_throughput": 53203.088318659524,
        "mobile_availability": 1377.4109492050893,
        "mobile_accuracy": 3306.3009696496406,
        "soft_acc_blocks": [
          25.001202
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.932724623478592,
        "mobile_acc_per_sec": 1445.8056066072252
      },
      "started": "2026-08-18T08:26:50.559197102+10:00",
      "ended": "2026-08-18T08:26:52.849026127+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|TweenSplitLinear|bicameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 552,
        "total_correct": 66,
        "total_train": 40,
        "infer_ms": 713.026118,
        "train_ms": 1977.583362,
        "blocked_train": 1977583362,
        "duration": 2228507787,
        "avg_accuracy": 6.25,
        "soft_acc": 24.9990675,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 247.69938127211938,
        "availability": 26.500542843549336,
        "score": 16.409808055634027,
        "zero_downtime": 6.624888593325318,
        "weight_bytes": 7949,
        "weight_mib": 0.007580757141113281,
        "heap_bytes": 30456832,
        "heap_mib": 29.0458984375,
        "mobile_score": 2164.6661079059636,
        "mobile_throughput": 32674.754864359522,
        "mobile_availability": 3495.764651241362,
        "mobile_accuracy": 3297.700616792049,
        "soft_acc_blocks": [
          24.9990675
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.217850637916573,
        "mobile_acc_per_sec": 1479.7797144928934
      },
      "started": "2026-08-18T08:26:56.556857291+10:00",
      "ended": "2026-08-18T08:26:58.788465334+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|TweenSplitLinear|bicameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 840,
        "total_correct": 230,
        "total_train": 56,
        "infer_ms": 589.622186,
        "train_ms": 1921.550773,
        "blocked_train": 1921550773,
        "duration": 2225576069,
        "avg_accuracy": 31.25,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 377.43037036583087,
        "availability": 23.479951227047284,
        "score": 22.155116719490252,
        "zero_downtime": 5.869987806761822,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 29412032,
        "heap_mib": 28.04949951171875,
        "mobile_score": 2929.9184852132944,
        "mobile_throughput": 49913.53613781327,
        "mobile_availability": 3105.1221261006854,
        "mobile_accuracy": 3306.142010341783,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071927684,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.233046737078299,
        "mobile_acc_per_sec": 1485.5219088634904
      },
      "started": "2026-08-18T08:27:02.449584148+10:00",
      "ended": "2026-08-18T08:27:04.684564531+10:00"
    },
    {
      "cell": {
        "id": "int2|none|TweenSplitLinear|bicameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 928,
        "total_correct": 219,
        "total_train": 60,
        "infer_ms": 323.054703,
        "train_ms": 1930.012999,
        "blocked_train": 1930012999,
        "duration": 2255390776,
        "avg_accuracy": 12.5,
        "soft_acc": 24.99892125,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 411.45863052869026,
        "availability": 14.338437443012975,
        "score": 14.748548158243668,
        "zero_downtime": 3.5844546848593266,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 27317808,
        "heap_mib": 26.052291870117188,
        "mobile_score": 3900.3716604233323,
        "mobile_throughput": 108813.52962553642,
        "mobile_availability": 3791.914597791872,
        "mobile_accuracy": 6611.164905079445,
        "soft_acc_blocks": [
          24.99892125
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.084075325667643,
        "mobile_acc_per_sec": 2931.272476339792
      },
      "started": "2026-08-18T08:27:08.27817232+10:00",
      "ended": "2026-08-18T08:27:10.537036008+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|TweenSplitLinear|bicameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 552,
        "total_correct": 110,
        "total_train": 38,
        "infer_ms": 742.297598,
        "train_ms": 1920.763889,
        "blocked_train": 1920763889,
        "duration": 2312747483,
        "avg_accuracy": 31.25,
        "soft_acc": 24.9999395,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 238.67715955049644,
        "availability": 27.873843755527226,
        "score": 16.63208438356734,
        "zero_downtime": 6.968444075206334,
        "weight_bytes": 3985,
        "weight_mib": 0.0038003921508789062,
        "heap_bytes": 42302640,
        "heap_mib": 40.34294128417969,
        "mobile_score": 4376.412676181557,
        "mobile_throughput": 62803.29767950348,
        "mobile_availability": 7334.4651417304185,
        "mobile_accuracy": 6578.252587491092,
        "soft_acc_blocks": [
          24.9999395
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.098735363,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.809627805786699,
        "mobile_acc_per_sec": 2844.3453666450673
      },
      "started": "2026-08-18T08:27:14.138815243+10:00",
      "ended": "2026-08-18T08:27:16.455347618+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|TweenSplitLinear|bicameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1296,
        "total_correct": 310,
        "total_train": 64,
        "infer_ms": 348.338799,
        "train_ms": 1881.181169,
        "blocked_train": 1881181169,
        "duration": 2354222749,
        "avg_accuracy": 25,
        "soft_acc": 24.999883333333333,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 550.5001599999406,
        "availability": 15.623937170317372,
        "score": 21.50234943545619,
        "zero_downtime": 3.905966064652644,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 24991680,
        "heap_mib": 23.83392333984375,
        "mobile_score": 5686.468489693041,
        "mobile_throughput": 145584.17547846097,
        "mobile_availability": 4131.875294401692,
        "mobile_accuracy": 6611.4193357208915,
        "soft_acc_blocks": [
          24.999883333333333
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.098417499,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.619166493040007,
        "mobile_acc_per_sec": 2808.323612763157
      },
      "started": "2026-08-18T08:27:20.055419874+10:00",
      "ended": "2026-08-18T08:27:22.414155535+10:00"
    },
    {
      "cell": {
        "id": "binary|none|TweenSplitLinear|bicameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1112,
        "total_correct": 198,
        "total_train": 70,
        "infer_ms": 289.097035,
        "train_ms": 1927.883097,
        "blocked_train": 1927883097,
        "duration": 2324353873,
        "avg_accuracy": 15,
        "soft_acc": 25.0098104,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 478.4125226873318,
        "availability": 13.040127461097159,
        "score": 15.602520964241622,
        "zero_downtime": 3.261311153938733,
        "weight_bytes": 1983,
        "weight_mib": 0.0018911361694335938,
        "heap_bytes": 26957464,
        "heap_mib": 25.708641052246094,
        "mobile_score": 8250.342421886346,
        "mobile_throughput": 252976.24275814,
        "mobile_availability": 6895.3931884253225,
        "mobile_accuracy": 13224.753883000705,
        "soft_acc_blocks": [
          25.0098104
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.759897918521462,
        "mobile_acc_per_sec": 5689.6473624869195
      },
      "started": "2026-08-18T08:27:25.976331057+10:00",
      "ended": "2026-08-18T08:27:28.303824302+10:00"
    },
    {
      "cell": {
        "id": "int|none|TweenSplitLinear|bicameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 528,
        "total_correct": 138,
        "total_train": 35,
        "infer_ms": 780.431768,
        "train_ms": 1954.947495,
        "blocked_train": 1954947495,
        "duration": 2371081530,
        "avg_accuracy": 18.75,
        "soft_acc": 25.0023425,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 222.683190484808,
        "availability": 28.531025973490394,
        "score": 15.884938008194018,
        "zero_downtime": 7.133424832656028,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 30447680,
        "heap_mib": 29.03717041015625,
        "mobile_score": 131.29465220141293,
        "mobile_throughput": 1840.5556276469135,
        "mobile_availability": 235.8190589227729,
        "mobile_accuracy": 206.65323724050953,
        "soft_acc_blocks": [
          25.0023425
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.54469961646574,
        "mobile_acc_per_sec": 87.15568597108069
      },
      "started": "2026-08-18T08:27:31.93538782+10:00",
      "ended": "2026-08-18T08:27:34.328240472+10:00"
    },
    {
      "cell": {
        "id": "uint|none|TweenSplitLinear|bicameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 424,
        "total_correct": 26,
        "total_train": 30,
        "infer_ms": 614.812419,
        "train_ms": 1981.526631,
        "blocked_train": 1981526631,
        "duration": 2331133393,
        "avg_accuracy": 12.5,
        "soft_acc": 24.9977745,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 181.8857733638068,
        "availability": 23.679974269924415,
        "score": 10.766667549226685,
        "zero_downtime": 5.919466569653727,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 29399520,
        "heap_mib": 28.037567138671875,
        "mobile_score": 88.97630270245202,
        "mobile_throughput": 1503.1135264550855,
        "mobile_availability": 195.69254358359024,
        "mobile_accuracy": 206.58291348091169,
        "soft_acc_blocks": [
          24.9977745
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.723442328553181,
        "mobile_acc_per_sec": 88.61908722222645
      },
      "started": "2026-08-18T08:27:37.865266119+10:00",
      "ended": "2026-08-18T08:27:40.200175602+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|TweenSplitLinear|bicameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 488,
        "total_correct": 194,
        "total_train": 34,
        "infer_ms": 706.38117,
        "train_ms": 1932.000015,
        "blocked_train": 1932000015,
        "duration": 2259306593,
        "avg_accuracy": 56.25,
        "soft_acc": 25.004232,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 215.99547467881,
        "availability": 26.773279540348145,
        "score": 14.45971538390171,
        "zero_downtime": 6.694452930277183,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 34639536,
        "heap_mib": 33.03483581542969,
        "mobile_score": 119.49584280437344,
        "mobile_throughput": 1784.9978788248154,
        "mobile_availability": 221.2557798248802,
        "mobile_accuracy": 206.63627859802654,
        "soft_acc_blocks": [
          25.004232
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.077183511,
        "time_to_acc50_sec": 0.077183511,
        "acc_per_sec": 11.067215081596498,
        "mobile_acc_per_sec": 91.46004320008929
      },
      "started": "2026-08-18T08:27:44.013150587+10:00",
      "ended": "2026-08-18T08:27:46.27564025+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|TweenSplitLinear|bicameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 512,
        "total_correct": 126,
        "total_train": 37,
        "infer_ms": 705.680179,
        "train_ms": 1949.753696,
        "blocked_train": 1949753696,
        "duration": 2274966106,
        "avg_accuracy": 37.5,
        "soft_acc": 24.9998035,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 225.05829807734287,
        "availability": 26.574948284110445,
        "score": 14.952164055855022,
        "zero_downtime": 6.643684851254233,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 27306880,
        "heap_mib": 26.0418701171875,
        "mobile_score": 123.58494432646168,
        "mobile_throughput": 1860.1867351238166,
        "mobile_availability": 219.65138236189458,
        "mobile_accuracy": 206.63225150409886,
        "soft_acc_blocks": [
          24.9998035
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.074950441,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.98908833589453,
        "mobile_acc_per_sec": 90.82871650664447
      },
      "started": "2026-08-18T08:27:50.05029444+10:00",
      "ended": "2026-08-18T08:27:52.328538615+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|TweenSplitLinear|bicameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 520,
        "total_correct": 168,
        "total_train": 36,
        "infer_ms": 726.340211,
        "train_ms": 1970.459919,
        "blocked_train": 1970459919,
        "duration": 2347847745,
        "avg_accuracy": 56.25,
        "soft_acc": 25.0021195,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 221.47943839518433,
        "availability": 26.933409076927035,
        "score": 14.914255114423163,
        "zero_downtime": 6.733923122837144,
        "weight_bytes": 253728,
        "weight_mib": 0.241973876953125,
        "heap_bytes": 30573320,
        "heap_mib": 29.15699005126953,
        "mobile_score": 61.635806733436524,
        "mobile_throughput": 915.3030946315298,
        "mobile_availability": 111.30709403868647,
        "mobile_accuracy": 103.32569703316938,
        "soft_acc_blocks": [
          25.0021195
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072274714,
        "time_to_acc50_sec": 0.072274714,
        "acc_per_sec": 10.648952664517859,
        "mobile_acc_per_sec": 44.00868721287946
      },
      "started": "2026-08-18T08:27:55.941006204+10:00",
      "ended": "2026-08-18T08:27:58.29186754+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|TweenSplitLinear|bicameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 424,
        "total_correct": 60,
        "total_train": 30,
        "infer_ms": 663.693194,
        "train_ms": 1996.009996,
        "blocked_train": 1996009996,
        "duration": 2243047075,
        "avg_accuracy": 12.5,
        "soft_acc": 24.998738,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 189.0285784572756,
        "availability": 24.953656351406636,
        "score": 11.791790188925953,
        "zero_downtime": 6.2380991727085044,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 31357688,
        "heap_mib": 29.90502166748047,
        "mobile_score": 1559.4133168297667,
        "mobile_throughput": 24998.212975711464,
        "mobile_availability": 3300.013263000702,
        "mobile_accuracy": 3305.975116293101,
        "soft_acc_blocks": [
          24.998738
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 11.14499034756103,
        "mobile_acc_per_sec": 1473.876831717008
      },
      "started": "2026-08-18T08:28:01.865233971+10:00",
      "ended": "2026-08-18T08:28:04.117557025+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|TweenSplitLinear|bicameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 232,
        "total_correct": 60,
        "total_train": 18,
        "infer_ms": 775.529947,
        "train_ms": 2047.669157,
        "blocked_train": 2047669157,
        "duration": 2315541995,
        "avg_accuracy": 12.5,
        "soft_acc": 24.99856,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 100.19252533573678,
        "availability": 27.469899161600182,
        "score": 6.880300091183151,
        "zero_downtime": 6.8670792238521186,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 26312592,
        "heap_mib": 25.093643188476562,
        "mobile_score": 606.5678113681238,
        "mobile_throughput": 8832.981120434297,
        "mobile_availability": 2421.7485272636686,
        "mobile_accuracy": 2203.8750673078866,
        "soft_acc_blocks": [
          24.99856
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.795986448952311,
        "mobile_acc_per_sec": 951.775036715707
      },
      "started": "2026-08-18T08:28:07.671695036+10:00",
      "ended": "2026-08-18T08:28:09.992354317+10:00"
    },
    {
      "cell": {
        "id": "int6|none|TweenSplitLinear|bicameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 248,
        "total_correct": 84,
        "total_train": 17,
        "infer_ms": 1025.436763,
        "train_ms": 2234.133333,
        "blocked_train": 2234133333,
        "duration": 4459544847,
        "avg_accuracy": 16.875,
        "soft_acc": 12.50029455,
        "adapt_pct": 25.0005891,
        "stability": 87.49970545,
        "consistency": 50,
        "throughput": 55.611056398913256,
        "availability": 31.45926403786715,
        "score": 2.1869051643666833,
        "zero_downtime": 3.932500667995617,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 48592112,
        "heap_mib": 46.34104919433594,
        "mobile_score": 192.79773580216573,
        "mobile_throughput": 4902.675220661415,
        "mobile_availability": 2773.45125674883,
        "mobile_accuracy": 1102.0269764638304,
        "soft_acc_blocks": [
          0,
          25.0005891
        ],
        "phase_blocks": [
          "A",
          "A2"
        ],
        "switch_blocks": [
          false,
          true
        ],
        "time_to_acc25_sec": 2.245722485,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 2.803042682351121,
        "mobile_acc_per_sec": 247.11646911795938
      },
      "started": "2026-08-18T08:28:13.625657397+10:00",
      "ended": "2026-08-18T08:28:18.094845775+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|TweenSplitLinear|bicameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 232,
        "total_correct": 54,
        "total_train": 17,
        "infer_ms": 771.573704,
        "train_ms": 2003.90061,
        "blocked_train": 2003900610,
        "duration": 2281351507,
        "avg_accuracy": 12.5,
        "soft_acc": 24.999946,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 101.69410513379515,
        "availability": 27.799706165826905,
        "score": 7.067650337632833,
        "zero_downtime": 6.949911529615397,
        "weight_bytes": 11914,
        "weight_mib": 0.011362075805664062,
        "heap_bytes": 38042024,
        "heap_mib": 36.279701232910156,
        "mobile_score": 622.0386537211419,
        "mobile_throughput": 8950.310389858518,
        "mobile_availability": 2446.7101470990524,
        "mobile_accuracy": 2200.2974128668793,
        "soft_acc_blocks": [
          24.999946
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.958392831306902,
        "mobile_acc_per_sec": 964.4710190935426
      },
      "started": "2026-08-18T08:28:21.773124636+10:00",
      "ended": "2026-08-18T08:28:24.060036918+10:00"
    },
    {
      "cell": {
        "id": "int5|none|TweenSplitLinear|bicameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 280,
        "total_correct": 35,
        "total_train": 18,
        "infer_ms": 824.894895,
        "train_ms": 2008.937788,
        "blocked_train": 2008937788,
        "duration": 2353191844,
        "avg_accuracy": 6.25,
        "soft_acc": 25.000717,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 118.98732384013822,
        "availability": 29.10880730356796,
        "score": 8.659196041694678,
        "zero_downtime": 7.277410536040358,
        "weight_bytes": 9912,
        "weight_mib": 0.00945281982421875,
        "heap_bytes": 39317080,
        "heap_mib": 37.495689392089844,
        "mobile_score": 916.0436994164687,
        "mobile_throughput": 12587.49516575835,
        "mobile_availability": 3079.3782008823728,
        "mobile_accuracy": 2644.7893289943504,
        "soft_acc_blocks": [
          25.000717
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.624172892552318,
        "mobile_acc_per_sec": 1123.9157299214023
      },
      "started": "2026-08-18T08:28:27.708557683+10:00",
      "ended": "2026-08-18T08:28:30.076996543+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|TweenSplitLinear|bicameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 280,
        "total_correct": 81,
        "total_train": 18,
        "infer_ms": 834.264834,
        "train_ms": 1983.704898,
        "blocked_train": 1983704898,
        "duration": 2327206506,
        "avg_accuracy": 50,
        "soft_acc": 25.002731,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 120.3159235238061,
        "availability": 29.605173700992754,
        "score": 8.905907312342954,
        "zero_downtime": 7.402101942541963,
        "weight_bytes": 9932,
        "weight_mib": 0.009471893310546875,
        "heap_bytes": 26937904,
        "heap_mib": 25.689987182617188,
        "mobile_score": 940.2457376104838,
        "mobile_throughput": 12702.415407259214,
        "mobile_availability": 3125.581415494581,
        "mobile_accuracy": 2639.6761640209425,
        "soft_acc_blocks": [
          25.002731
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.087885687,
        "time_to_acc50_sec": 0.087885687,
        "acc_per_sec": 10.743666681722486,
        "mobile_acc_per_sec": 1134.2681267069913
      },
      "started": "2026-08-18T08:28:33.696672337+10:00",
      "ended": "2026-08-18T08:28:36.028953264+10:00"
    },
    {
      "cell": {
        "id": "int3|none|TweenSplitLinear|bicameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 352,
        "total_correct": 93,
        "total_train": 24,
        "infer_ms": 815.664483,
        "train_ms": 2016.397829,
        "blocked_train": 2016397829,
        "duration": 2326394527,
        "avg_accuracy": 6.25,
        "soft_acc": 24.996684,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 151.30709598681926,
        "availability": 28.80107826525817,
        "score": 10.893073735041767,
        "zero_downtime": 7.199314522559266,
        "weight_bytes": 5947,
        "weight_mib": 0.005671501159667969,
        "heap_bytes": 29433944,
        "heap_mib": 28.070396423339844,
        "mobile_score": 1920.6685193871122,
        "mobile_throughput": 26678.491589284513,
        "mobile_availability": 5078.2107689711365,
        "mobile_accuracy": 4407.419357992937,
        "soft_acc_blocks": [
          24.996684
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.744817231080082,
        "mobile_acc_per_sec": 1894.527908676144
      },
      "started": "2026-08-18T08:28:39.677219233+10:00",
      "ended": "2026-08-18T08:28:42.00744412+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|TweenSplitLinear|bicameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 10,
        "total_train": 24,
        "infer_ms": 745.140867,
        "train_ms": 1980.663542,
        "blocked_train": 1980663542,
        "duration": 2329217646,
        "avg_accuracy": 0,
        "soft_acc": 24.998521,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 140.81981585674455,
        "availability": 27.3365493334632,
        "score": 9.623250263074729,
        "zero_downtime": 6.833733025801158,
        "weight_bytes": 5967,
        "weight_mib": 0.005690574645996094,
        "heap_bytes": 29234848,
        "heap_mib": 27.880523681640625,
        "mobile_score": 1691.0858501514742,
        "mobile_throughput": 24746.150365644677,
        "mobile_availability": 4803.82932024225,
        "mobile_accuracy": 4392.9695250705545,
        "soft_acc_blocks": [
          24.998521
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.732582694850493,
        "mobile_acc_per_sec": 1886.0279255631892
      },
      "started": "2026-08-18T08:28:45.787697548+10:00",
      "ended": "2026-08-18T08:28:48.121334617+10:00"
    },
    {
      "cell": {
        "id": "float64|none|TweenSplitLinear|tricameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 960,
        "total_correct": 245,
        "total_train": 53,
        "infer_ms": 747.72868,
        "train_ms": 1872.472773,
        "blocked_train": 1872472773,
        "duration": 2389292632,
        "avg_accuracy": 21.875,
        "soft_acc": 24.998883,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 401.79255866051653,
        "availability": 28.537068367162682,
        "score": 28.663673539623293,
        "zero_downtime": 7.133948332737009,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 28623944,
        "heap_mib": 27.29792022705078,
        "mobile_score": 178.54790505586467,
        "mobile_throughput": 2502.7922368953155,
        "mobile_availability": 177.7592731214118,
        "mobile_accuracy": 155.71968408782433,
        "soft_acc_blocks": [
          24.998883
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.462880379400927,
        "mobile_acc_per_sec": 65.1739690660982
      },
      "started": "2026-08-18T08:28:51.852700439+10:00",
      "ended": "2026-08-18T08:28:54.245213901+10:00"
    },
    {
      "cell": {
        "id": "float32|none|TweenSplitLinear|tricameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1152,
        "total_correct": 143,
        "total_train": 75,
        "infer_ms": 628.779212,
        "train_ms": 1889.867076,
        "blocked_train": 1889867076,
        "duration": 2404670583,
        "avg_accuracy": 2.5,
        "soft_acc": 24.9964436,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 479.0676977313029,
        "availability": 24.964966894946546,
        "score": 29.895519613637617,
        "zero_downtime": 6.240353869653984,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 23902296,
        "heap_mib": 22.795005798339844,
        "mobile_score": 372.4423103125853,
        "mobile_throughput": 5968.288306913539,
        "mobile_availability": 311.0168368837975,
        "mobile_accuracy": 311.40897781001803,
        "soft_acc_blocks": [
          24.9964436
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.394955457397883,
        "mobile_acc_per_sec": 129.50172053151366
      },
      "started": "2026-08-18T08:28:57.880524564+10:00",
      "ended": "2026-08-18T08:29:00.289934673+10:00"
    },
    {
      "cell": {
        "id": "float16|none|TweenSplitLinear|tricameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 504,
        "total_correct": 143,
        "total_train": 35,
        "infer_ms": 675.246355,
        "train_ms": 1982.887601,
        "blocked_train": 1982887601,
        "duration": 2320259943,
        "avg_accuracy": 56.25,
        "soft_acc": 25.0037625,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 217.2170413580251,
        "availability": 25.403022051459025,
        "score": 13.796999364872452,
        "zero_downtime": 6.351711301569443,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 27005368,
        "heap_mib": 25.75432586669922,
        "mobile_score": 343.76966082170173,
        "mobile_throughput": 5412.236868145436,
        "mobile_availability": 632.9483711298997,
        "mobile_accuracy": 623.0003152552039,
        "soft_acc_blocks": [
          25.0037625
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.08246663,
        "time_to_acc50_sec": 0.08246663,
        "acc_per_sec": 10.776276414818923,
        "mobile_acc_per_sec": 268.5045342159768
      },
      "started": "2026-08-18T08:29:03.959601962+10:00",
      "ended": "2026-08-18T08:29:06.283534453+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|TweenSplitLinear|tricameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 712,
        "total_correct": 226,
        "total_train": 41,
        "infer_ms": 641.766388,
        "train_ms": 1931.506714,
        "blocked_train": 1931506714,
        "duration": 2285260605,
        "avg_accuracy": 20.833333333333332,
        "soft_acc": 25.000578666666666,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 311.56184044926465,
        "availability": 24.93969207936795,
        "score": 19.426090550049526,
        "zero_downtime": 6.235067337526821,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 30366336,
        "heap_mib": 28.9595947265625,
        "mobile_score": 484.02557562514806,
        "mobile_throughput": 7762.956667876821,
        "mobile_availability": 621.4039198226245,
        "mobile_accuracy": 622.9209860274372,
        "soft_acc_blocks": [
          25.000578666666666
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.939924581015855,
        "mobile_acc_per_sec": 272.58203491738624
      },
      "started": "2026-08-18T08:29:10.285667423+10:00",
      "ended": "2026-08-18T08:29:12.574462815+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|TweenSplitLinear|tricameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 616,
        "total_correct": 141,
        "total_train": 44,
        "infer_ms": 711.61668,
        "train_ms": 1989.350614,
        "blocked_train": 1989350614,
        "duration": 2324752643,
        "avg_accuracy": 31.25,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 264.97442721694324,
        "availability": 26.346734430320723,
        "score": 17.45302716177788,
        "zero_downtime": 6.586683607580181,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 27590008,
        "heap_mib": 26.31188201904297,
        "mobile_score": 869.7284197884422,
        "mobile_throughput": 13204.344881353174,
        "mobile_availability": 1312.924313373633,
        "mobile_accuracy": 1245.813135633495,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072442265,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.753832273414906,
        "mobile_acc_per_sec": 535.890620184788
      },
      "started": "2026-08-18T08:29:16.355060709+10:00",
      "ended": "2026-08-18T08:29:18.684104858+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|TweenSplitLinear|tricameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 496,
        "total_correct": 159,
        "total_train": 35,
        "infer_ms": 637.933109,
        "train_ms": 1945.912166,
        "blocked_train": 1945912166,
        "duration": 2293716165,
        "avg_accuracy": 50,
        "soft_acc": 25.001825,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 216.24297180640917,
        "availability": 24.689292163595205,
        "score": 13.348189119809732,
        "zero_downtime": 6.172773620480786,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 27405696,
        "heap_mib": 26.1361083984375,
        "mobile_score": 665.1739736951625,
        "mobile_throughput": 10775.933390593922,
        "mobile_availability": 1230.3297794760006,
        "mobile_accuracy": 1245.9040799923962,
        "soft_acc_blocks": [
          25.001825
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.07137159,
        "time_to_acc50_sec": 0.07137159,
        "acc_per_sec": 10.900138989080194,
        "mobile_acc_per_sec": 543.1814533130764
      },
      "started": "2026-08-18T08:29:22.368641447+10:00",
      "ended": "2026-08-18T08:29:24.666829899+10:00"
    },
    {
      "cell": {
        "id": "int64|none|TweenSplitLinear|tricameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 400,
        "total_correct": 92,
        "total_train": 27,
        "infer_ms": 632.309891,
        "train_ms": 1958.411267,
        "blocked_train": 1958411267,
        "duration": 2304371152,
        "avg_accuracy": 37.5,
        "soft_acc": 25.000534,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 173.5831485534931,
        "availability": 24.406713514785757,
        "score": 10.5917116784781,
        "zero_downtime": 6.1018087105466075,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 26741256,
        "heap_mib": 25.50244903564453,
        "mobile_score": 65.97646768945354,
        "mobile_throughput": 1081.26083296281,
        "mobile_availability": 152.0310214718182,
        "mobile_accuracy": 155.72996827525898,
        "soft_acc_blocks": [
          25.000534
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072584713,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.849178518096636,
        "mobile_acc_per_sec": 67.58024554338762
      },
      "started": "2026-08-18T08:29:28.536275921+10:00",
      "ended": "2026-08-18T08:29:30.845447588+10:00"
    },
    {
      "cell": {
        "id": "int32|none|TweenSplitLinear|tricameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 440,
        "total_correct": 105,
        "total_train": 31,
        "infer_ms": 667.772979,
        "train_ms": 1985.585767,
        "blocked_train": 1985585767,
        "duration": 2326735449,
        "avg_accuracy": 43.75,
        "soft_acc": 25.0019605,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 189.10615737990588,
        "availability": 25.16708228793725,
        "score": 11.899058610845662,
        "zero_downtime": 6.2922639726325675,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 27061376,
        "heap_mib": 25.8077392578125,
        "mobile_score": 148.24003519064374,
        "mobile_throughput": 2355.9093489306174,
        "mobile_availability": 313.53481699881297,
        "mobile_accuracy": 311.4777080748978,
        "soft_acc_blocks": [
          25.0019605
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.070804142,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.74551062981634,
        "mobile_acc_per_sec": 133.86898291714547
      },
      "started": "2026-08-18T08:29:34.623992612+10:00",
      "ended": "2026-08-18T08:29:36.954734828+10:00"
    },
    {
      "cell": {
        "id": "int16|none|TweenSplitLinear|tricameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 448,
        "total_correct": 108,
        "total_train": 32,
        "infer_ms": 688.804617,
        "train_ms": 1945.625073,
        "blocked_train": 1945625073,
        "duration": 2360806869,
        "avg_accuracy": 12.5,
        "soft_acc": 25.000578,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 189.76562881222284,
        "availability": 26.14625167696163,
        "score": 12.404436510344825,
        "zero_downtime": 6.5367140445751,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 25428328,
        "heap_mib": 24.250343322753906,
        "mobile_score": 309.07219889438585,
        "mobile_throughput": 4728.250261320344,
        "mobile_availability": 651.4668757347619,
        "mobile_accuracy": 622.9209694165954,
        "soft_acc_blocks": [
          25.000578
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.589844653658536,
        "mobile_acc_per_sec": 263.85935147691885
      },
      "started": "2026-08-18T08:29:40.65794816+10:00",
      "ended": "2026-08-18T08:29:43.023353201+10:00"
    },
    {
      "cell": {
        "id": "int8|none|TweenSplitLinear|tricameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 992,
        "total_correct": 334,
        "total_train": 62,
        "infer_ms": 259.323416,
        "train_ms": 1929.155877,
        "blocked_train": 1929155877,
        "duration": 2454076662,
        "avg_accuracy": 37.5,
        "soft_acc": 25.00058675,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 404.2253509682739,
        "availability": 11.84947999414313,
        "score": 11.974931568607905,
        "zero_downtime": 2.962439525359648,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 26122096,
        "heap_mib": 24.911972045898438,
        "mobile_score": 596.7410818593576,
        "mobile_throughput": 20143.570079693414,
        "mobile_availability": 590.4895130851927,
        "mobile_accuracy": 1245.8423748677883,
        "soft_acc_blocks": [
          25.00058675
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072467942,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.187369912733395,
        "mobile_acc_per_sec": 507.6623701936286
      },
      "started": "2026-08-18T08:29:46.556839007+10:00",
      "ended": "2026-08-18T08:29:49.015306862+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|TweenSplitLinear|tricameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 352,
        "total_correct": 121,
        "total_train": 28,
        "infer_ms": 536.831452,
        "train_ms": 1965.368075,
        "blocked_train": 1965368075,
        "duration": 2319556807,
        "avg_accuracy": 31.25,
        "soft_acc": 25.000361,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 151.75312755338783,
        "availability": 21.454382282760296,
        "score": 8.13954156112013,
        "zero_downtime": 5.363673021010116,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 25596152,
        "heap_mib": 24.41039276123047,
        "mobile_score": 50.694511356575795,
        "mobile_throughput": 945.14544712177,
        "mobile_availability": 133.62170561016666,
        "mobile_accuracy": 155.70669123269187,
        "soft_acc_blocks": [
          25.000361
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073781378,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.778076624186768,
        "mobile_acc_per_sec": 67.1277766350871
      },
      "started": "2026-08-18T08:29:52.678962316+10:00",
      "ended": "2026-08-18T08:29:55.003476149+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|TweenSplitLinear|tricameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 416,
        "total_correct": 119,
        "total_train": 27,
        "infer_ms": 613.952354,
        "train_ms": 1613.684966,
        "blocked_train": 1613684966,
        "duration": 2672177985,
        "avg_accuracy": 18.75,
        "soft_acc": 25.003494,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 155.67825284661942,
        "availability": 27.56069619088623,
        "score": 10.728001711584081,
        "zero_downtime": 6.891137018446467,
        "weight_bytes": 84192,
        "weight_mib": 0.080291748046875,
        "heap_bytes": 50340344,
        "heap_mib": 48.00829315185547,
        "mobile_score": 133.61275563861162,
        "mobile_throughput": 1938.9072555218643,
        "mobile_availability": 343.2568957745952,
        "mobile_accuracy": 311.4080164925884,
        "soft_acc_blocks": [
          25.003494
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.356971781204162,
        "mobile_acc_per_sec": 116.53715367787836
      },
      "started": "2026-08-18T08:29:58.448332202+10:00",
      "ended": "2026-08-18T08:30:01.126427629+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|TweenSplitLinear|tricameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 424,
        "total_correct": 90,
        "total_train": 28,
        "infer_ms": 651.089243,
        "train_ms": 1962.772662,
        "blocked_train": 1962772662,
        "duration": 2326655181,
        "avg_accuracy": 18.75,
        "soft_acc": 25.004018,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 182.23585663336848,
        "availability": 24.909091094466213,
        "score": 11.35014778651127,
        "zero_downtime": 6.228273620896728,
        "weight_bytes": 42108,
        "weight_mib": 0.040157318115234375,
        "heap_bytes": 25434960,
        "heap_mib": 24.256668090820312,
        "mobile_score": 282.6420766929999,
        "mobile_throughput": 4538.048484971763,
        "mobile_availability": 620.287715005961,
        "mobile_accuracy": 622.6515906328489,
        "soft_acc_blocks": [
          25.004018
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.746765659212652,
        "mobile_acc_per_sec": 267.6166179318554
      },
      "started": "2026-08-18T08:30:04.751807235+10:00",
      "ended": "2026-08-18T08:30:07.083137463+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|TweenSplitLinear|tricameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 784,
        "total_correct": 132,
        "total_train": 49,
        "infer_ms": 524.326772,
        "train_ms": 1878.812692,
        "blocked_train": 1878812692,
        "duration": 2355704107,
        "avg_accuracy": 3.125,
        "soft_acc": 24.996827,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 332.8092003025064,
        "availability": 21.8184079557024,
        "score": 18.151113227309384,
        "zero_downtime": 5.453909690841166,
        "weight_bytes": 21066,
        "weight_mib": 0.020090103149414062,
        "heap_bytes": 25403264,
        "heap_mib": 24.2264404296875,
        "mobile_score": 903.4853177365976,
        "mobile_throughput": 16565.828349776937,
        "mobile_availability": 1086.0276721047471,
        "mobile_accuracy": 1244.2358714683376,
        "soft_acc_blocks": [
          24.996827
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.611191331594515,
        "mobile_acc_per_sec": 528.1800323610581
      },
      "started": "2026-08-18T08:30:10.833277035+10:00",
      "ended": "2026-08-18T08:30:13.193551814+10:00"
    },
    {
      "cell": {
        "id": "int4|none|TweenSplitLinear|tricameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 960,
        "total_correct": 288,
        "total_train": 52,
        "infer_ms": 298.295824,
        "train_ms": 1910.834331,
        "blocked_train": 1910834331,
        "duration": 2388177716,
        "avg_accuracy": 34.375,
        "soft_acc": 25.003873,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 401.9801347145641,
        "availability": 13.502863257054223,
        "score": 13.571809196762478,
        "zero_downtime": 3.376238780157501,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 24953240,
        "heap_mib": 23.797264099121094,
        "mobile_score": 1352.6350537310534,
        "mobile_throughput": 40063.37056729006,
        "mobile_availability": 1345.7635531440822,
        "mobile_accuracy": 2492.0122740089346,
        "soft_acc_blocks": [
          25.003873
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072571066,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.469854413464429,
        "mobile_acc_per_sec": 1043.4785725171444
      },
      "started": "2026-08-18T08:30:16.896377789+10:00",
      "ended": "2026-08-18T08:30:19.288696699+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|TweenSplitLinear|tricameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 424,
        "total_correct": 185,
        "total_train": 29,
        "infer_ms": 690.297579,
        "train_ms": 1996.63304,
        "blocked_train": 1996633040,
        "duration": 2411070086,
        "avg_accuracy": 50,
        "soft_acc": 25.00324,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 175.85552674805157,
        "availability": 25.690934262266488,
        "score": 11.296195740610958,
        "zero_downtime": 6.42356595183672,
        "weight_bytes": 10545,
        "weight_mib": 0.010056495666503906,
        "heap_bytes": 25910360,
        "heap_mib": 24.710044860839844,
        "mobile_score": 1123.2735651879445,
        "mobile_throughput": 17486.760058356085,
        "mobile_availability": 2554.660700330995,
        "mobile_accuracy": 2486.277608936937,
        "soft_acc_blocks": [
          25.00324
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.07182737,
        "time_to_acc50_sec": 0.07182737,
        "acc_per_sec": 10.370183822188569,
        "mobile_acc_per_sec": 1031.1925909469132
      },
      "started": "2026-08-18T08:30:22.96436015+10:00",
      "ended": "2026-08-18T08:30:25.379891949+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|TweenSplitLinear|tricameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 592,
        "total_correct": 139,
        "total_train": 41,
        "infer_ms": 571.473179,
        "train_ms": 1955.7061,
        "blocked_train": 1955706100,
        "duration": 2320393516,
        "avg_accuracy": 16.666666666666668,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 255.12913905246404,
        "availability": 22.613084229866384,
        "score": 14.423141777216655,
        "zero_downtime": 5.653271057466596,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 31521296,
        "heap_mib": 30.061050415039062,
        "mobile_score": 1437.4831586528592,
        "mobile_throughput": 25427.458617153934,
        "mobile_availability": 2253.734189660334,
        "mobile_accuracy": 2491.62627126699,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.774034588364191,
        "mobile_acc_per_sec": 1073.794705116298
      },
      "started": "2026-08-18T08:30:28.851709526+10:00",
      "ended": "2026-08-18T08:30:31.183752612+10:00"
    },
    {
      "cell": {
        "id": "int2|none|TweenSplitLinear|tricameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1168,
        "total_correct": 435,
        "total_train": 55,
        "infer_ms": 384.517288,
        "train_ms": 1848.700539,
        "blocked_train": 1848700539,
        "duration": 2392938957,
        "avg_accuracy": 48.214285714285715,
        "soft_acc": 25.007777785714286,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 488.102714272456,
        "availability": 17.218082506377915,
        "score": 21.017018615899985,
        "zero_downtime": 4.3058598121559335,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 41602408,
        "heap_mib": 39.675148010253906,
        "mobile_score": 4188.926309102061,
        "mobile_throughput": 97284.31699695016,
        "mobile_availability": 3431.7559555612484,
        "mobile_accuracy": 4984.329138839221,
        "soft_acc_blocks": [
          25.007777785714286
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.124529136,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.450654293775319,
        "mobile_acc_per_sec": 2082.932004704381
      },
      "started": "2026-08-18T08:30:34.730937032+10:00",
      "ended": "2026-08-18T08:30:37.127882234+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|TweenSplitLinear|tricameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 448,
        "total_correct": 132,
        "total_train": 30,
        "infer_ms": 774.518848,
        "train_ms": 1994.716422,
        "blocked_train": 1994716422,
        "duration": 2466927208,
        "avg_accuracy": 0,
        "soft_acc": 24.9932565,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 181.60243988844928,
        "availability": 27.968690720886276,
        "score": 12.694531041793663,
        "zero_downtime": 6.990286611562806,
        "weight_bytes": 5285,
        "weight_mib": 0.005040168762207031,
        "heap_bytes": 26592880,
        "heap_mib": 25.360946655273438,
        "mobile_score": 2518.671822455976,
        "mobile_throughput": 36031.023653447606,
        "mobile_availability": 5549.157585873992,
        "mobile_accuracy": 4958.81342057597,
        "soft_acc_blocks": [
          24.9932565
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.131331163298759,
        "mobile_acc_per_sec": 2010.1174467146943
      },
      "started": "2026-08-18T08:30:40.724161234+10:00",
      "ended": "2026-08-18T08:30:43.195737187+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|TweenSplitLinear|tricameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 704,
        "total_correct": 270,
        "total_train": 48,
        "infer_ms": 218.792836,
        "train_ms": 1944.353923,
        "blocked_train": 1944353923,
        "duration": 2407397792,
        "avg_accuracy": 43.75,
        "soft_acc": 25.0066845,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 292.43193723092025,
        "availability": 10.114562735500463,
        "score": 7.39653009302961,
        "zero_downtime": 2.52931679182117,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 27614144,
        "heap_mib": 26.33489990234375,
        "mobile_score": 1474.2109748771368,
        "mobile_throughput": 58284.94792127912,
        "mobile_availability": 2015.9452071735666,
        "mobile_accuracy": 4984.111234797947,
        "soft_acc_blocks": [
          25.0066845
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.069209456,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.387433511445208,
        "mobile_acc_per_sec": 2070.3313973953946
      },
      "started": "2026-08-18T08:30:46.703719875+10:00",
      "ended": "2026-08-18T08:30:49.115284694+10:00"
    },
    {
      "cell": {
        "id": "binary|none|TweenSplitLinear|tricameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1048,
        "total_correct": 405,
        "total_train": 52,
        "infer_ms": 402.811177,
        "train_ms": 1907.009847,
        "blocked_train": 1907009847,
        "duration": 2481507085,
        "avg_accuracy": 41.07142857142857,
        "soft_acc": 25.009699428571427,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 422.32400073925237,
        "availability": 17.43906444761843,
        "score": 18.4194822332189,
        "zero_downtime": 4.36145760150423,
        "weight_bytes": 2631,
        "weight_mib": 0.0025091171264648438,
        "heap_bytes": 27641960,
        "heap_mib": 26.361427307128906,
        "mobile_score": 7341.021285511114,
        "mobile_throughput": 168315.7778027983,
        "mobile_availability": 6950.27914945874,
        "mobile_accuracy": 9967.529679974805,
        "soft_acc_blocks": [
          25.009699428571427
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072038567,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.078431603015725,
        "mobile_acc_per_sec": 4016.7242480288164
      },
      "started": "2026-08-18T08:30:52.887290842+10:00",
      "ended": "2026-08-18T08:30:55.372404902+10:00"
    },
    {
      "cell": {
        "id": "int|none|TweenSplitLinear|tricameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 408,
        "total_correct": 102,
        "total_train": 27,
        "infer_ms": 787.029035,
        "train_ms": 2036.990064,
        "blocked_train": 2036990064,
        "duration": 2365313409,
        "avg_accuracy": 12.5,
        "soft_acc": 25.0013785,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 172.49299752310327,
        "availability": 27.8691116245882,
        "score": 12.0187291822651,
        "zero_downtime": 6.967662081850795,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 24123832,
        "heap_mib": 23.00627899169922,
        "mobile_score": 74.86545344443736,
        "mobile_throughput": 1074.4702105953897,
        "mobile_availability": 173.59852670174055,
        "mobile_accuracy": 155.73522872122422,
        "soft_acc_blocks": [
          25.0013785
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.570006665869284,
        "mobile_acc_per_sec": 65.84126574036777
      },
      "started": "2026-08-18T08:30:59.072387585+10:00",
      "ended": "2026-08-18T08:31:01.443329529+10:00"
    },
    {
      "cell": {
        "id": "uint|none|TweenSplitLinear|tricameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 408,
        "total_correct": 104,
        "total_train": 26,
        "infer_ms": 779.136701,
        "train_ms": 1920.580563,
        "blocked_train": 1920580563,
        "duration": 2393306658,
        "avg_accuracy": 25,
        "soft_acc": 25.0003765,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 170.47543766955081,
        "availability": 28.859936978941363,
        "score": 12.299961203627802,
        "zero_downtime": 7.215092902398067,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 25722984,
        "heap_mib": 24.531349182128906,
        "mobile_score": 76.60634425668346,
        "mobile_throughput": 1061.7513217497442,
        "mobile_availability": 179.7448163318509,
        "mobile_accuracy": 155.70678776944644,
        "soft_acc_blocks": [
          25.0003765
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071420807,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.445956190541796,
        "mobile_acc_per_sec": 65.05927155175549
      },
      "started": "2026-08-18T08:31:04.925024479+10:00",
      "ended": "2026-08-18T08:31:07.323011913+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|TweenSplitLinear|tricameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 392,
        "total_correct": 146,
        "total_train": 27,
        "infer_ms": 783.818209,
        "train_ms": 1987.304079,
        "blocked_train": 1987304079,
        "duration": 2334191617,
        "avg_accuracy": 43.75,
        "soft_acc": 25.003117,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 167.9382262985824,
        "availability": 28.285226256315976,
        "score": 11.876907448065392,
        "zero_downtime": 7.072188214581404,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 28747304,
        "heap_mib": 27.415565490722656,
        "mobile_score": 73.97149028428734,
        "mobile_throughput": 1045.949118432302,
        "mobile_availability": 176.1654158169564,
        "mobile_accuracy": 155.7238560904728,
        "soft_acc_blocks": [
          25.003117
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.082873608,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.71168143090799,
        "mobile_acc_per_sec": 66.71425557196352
      },
      "started": "2026-08-18T08:31:10.791887865+10:00",
      "ended": "2026-08-18T08:31:13.130592863+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|TweenSplitLinear|tricameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 408,
        "total_correct": 111,
        "total_train": 29,
        "infer_ms": 718.774321,
        "train_ms": 1979.267313,
        "blocked_train": 1979267313,
        "duration": 2397507120,
        "avg_accuracy": 18.75,
        "soft_acc": 24.997543,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 170.17676260331604,
        "availability": 26.64059412361166,
        "score": 11.332911246470713,
        "zero_downtime": 6.659493971505298,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 29401528,
        "heap_mib": 28.03948211669922,
        "mobile_score": 70.5934484791089,
        "mobile_throughput": 1060.04223115397,
        "mobile_availability": 165.9460105013795,
        "mobile_accuracy": 155.7113371398156,
        "soft_acc_blocks": [
          24.997543
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.426472894061728,
        "mobile_acc_per_sec": 64.94718444874341
      },
      "started": "2026-08-18T08:31:16.794194069+10:00",
      "ended": "2026-08-18T08:31:19.195138424+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|TweenSplitLinear|tricameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 392,
        "total_correct": 110,
        "total_train": 28,
        "infer_ms": 709.203594,
        "train_ms": 1983.439656,
        "blocked_train": 1983439656,
        "duration": 2559868763,
        "avg_accuracy": 50,
        "soft_acc": 25.003539,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 153.13285027182465,
        "availability": 26.33856505127443,
        "score": 10.08467623063543,
        "zero_downtime": 6.585573384635771,
        "weight_bytes": 336672,
        "weight_mib": 0.321075439453125,
        "heap_bytes": 26966584,
        "heap_mib": 25.71733856201172,
        "mobile_score": 31.409055291841252,
        "mobile_throughput": 476.9372909140909,
        "mobile_availability": 82.03232578653744,
        "mobile_accuracy": 77.87434330881095,
        "soft_acc_blocks": [
          25.003539
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.078358716,
        "time_to_acc50_sec": 0.078358716,
        "acc_per_sec": 9.767508147838594,
        "mobile_acc_per_sec": 30.421224882461274
      },
      "started": "2026-08-18T08:31:23.043403697+10:00",
      "ended": "2026-08-18T08:31:25.607738498+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|TweenSplitLinear|tricameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 336,
        "total_correct": 121,
        "total_train": 23,
        "infer_ms": 687.52987,
        "train_ms": 1935.425227,
        "blocked_train": 1935425227,
        "duration": 2378272763,
        "avg_accuracy": 62.5,
        "soft_acc": 25.00537,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 141.27900097386768,
        "availability": 26.212033548967764,
        "score": 9.260013406952611,
        "zero_downtime": 6.55441597344352,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 25564528,
        "heap_mib": 24.380233764648438,
        "mobile_score": 922.8997070819067,
        "mobile_throughput": 14080.578816193734,
        "mobile_availability": 2612.4236565575916,
        "mobile_accuracy": 2492.161472590058,
        "soft_acc_blocks": [
          25.00537
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.076484864,
        "time_to_acc50_sec": 0.076484864,
        "acc_per_sec": 10.514088370779529,
        "mobile_acc_per_sec": 1047.8871521222807
      },
      "started": "2026-08-18T08:31:29.295221028+10:00",
      "ended": "2026-08-18T08:31:31.685688934+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|TweenSplitLinear|tricameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 200,
        "total_correct": 74,
        "total_train": 12,
        "infer_ms": 908.700935,
        "train_ms": 2001.731037,
        "blocked_train": 2001731037,
        "duration": 2373472455,
        "avg_accuracy": 62.5,
        "soft_acc": 25.005471,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 84.26472343450895,
        "availability": 31.222201506244314,
        "score": 6.578764819249175,
        "zero_downtime": 7.807258543205485,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 25661320,
        "heap_mib": 24.47254180908203,
        "mobile_score": 437.1014382910292,
        "mobile_throughput": 5598.654583706986,
        "mobile_availability": 2074.4424766576885,
        "mobile_accuracy": 1661.3950550814852,
        "soft_acc_blocks": [
          25.005471
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.087605581,
        "time_to_acc50_sec": 0.087605581,
        "acc_per_sec": 10.53539549082317,
        "mobile_acc_per_sec": 699.9849741595106
      },
      "started": "2026-08-18T08:31:35.391641129+10:00",
      "ended": "2026-08-18T08:31:37.771670296+10:00"
    },
    {
      "cell": {
        "id": "int6|none|TweenSplitLinear|tricameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 200,
        "total_correct": 43,
        "total_train": 12,
        "infer_ms": 898.732452,
        "train_ms": 2013.626806,
        "blocked_train": 2013626806,
        "duration": 2506083870,
        "avg_accuracy": 37.5,
        "soft_acc": 25.002545,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 79.80578878232036,
        "availability": 30.859257817566952,
        "score": 6.157495297635985,
        "zero_downtime": 7.715599822503195,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 28173320,
        "heap_mib": 26.86817169189453,
        "mobile_score": 409.1117595497371,
        "mobile_throughput": 5302.397337359673,
        "mobile_availability": 2050.3280398753695,
        "mobile_accuracy": 1661.2006479482957,
        "soft_acc_blocks": [
          25.002545
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.081599077,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.976739126452301,
        "mobile_acc_per_sec": 662.8671401760771
      },
      "started": "2026-08-18T08:31:41.448775802+10:00",
      "ended": "2026-08-18T08:31:43.961781697+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|TweenSplitLinear|tricameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 184,
        "total_correct": 58,
        "total_train": 14,
        "infer_ms": 803.125996,
        "train_ms": 2063.883259,
        "blocked_train": 2063883259,
        "duration": 2401588568,
        "avg_accuracy": 25,
        "soft_acc": 25.000866,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 76.61595431112161,
        "availability": 28.012675389846276,
        "score": 5.365730506968342,
        "zero_downtime": 7.003411437230444,
        "weight_bytes": 15806,
        "weight_mib": 0.015073776245117188,
        "heap_bytes": 25036280,
        "heap_mib": 23.87645721435547,
        "mobile_score": 355.96458509900265,
        "mobile_throughput": 5082.731298730777,
        "mobile_availability": 1858.3714481578797,
        "mobile_accuracy": 1658.5668775664935,
        "soft_acc_blocks": [
          25.000866
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071563411,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.410136995622139,
        "mobile_acc_per_sec": 690.6124136607289
      },
      "started": "2026-08-18T08:31:47.598069798+10:00",
      "ended": "2026-08-18T08:31:50.006534921+10:00"
    },
    {
      "cell": {
        "id": "int5|none|TweenSplitLinear|tricameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 216,
        "total_correct": 51,
        "total_train": 14,
        "infer_ms": 958.993481,
        "train_ms": 2060.397275,
        "blocked_train": 2060397275,
        "duration": 2339528009,
        "avg_accuracy": 25,
        "soft_acc": 24.997974,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 92.32631503835952,
        "availability": 31.76115840900455,
        "score": 7.330382690773175,
        "zero_downtime": 7.939646121181771,
        "weight_bytes": 13152,
        "weight_mib": 0.012542724609375,
        "heap_bytes": 29623312,
        "heap_mib": 28.250991821289062,
        "mobile_score": 584.4330413899158,
        "mobile_throughput": 7360.945720625219,
        "mobile_availability": 2532.2375638595163,
        "mobile_accuracy": 1993.0258200291971,
        "soft_acc_blocks": [
          24.997974
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071582786,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.685050105762594,
        "mobile_acc_per_sec": 851.8922673129651
      },
      "started": "2026-08-18T08:31:53.561864671+10:00",
      "ended": "2026-08-18T08:31:55.925582029+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|TweenSplitLinear|tricameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 200,
        "total_correct": 50,
        "total_train": 14,
        "infer_ms": 772.640661,
        "train_ms": 2066.653205,
        "blocked_train": 2066653205,
        "duration": 2554896157,
        "avg_accuracy": 50,
        "soft_acc": 25.001916,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 78.28106807865068,
        "availability": 27.212423139859663,
        "score": 5.325952020673282,
        "zero_downtime": 6.803627174992275,
        "weight_bytes": 13176,
        "weight_mib": 0.01256561279296875,
        "heap_bytes": 26814520,
        "heap_mib": 25.57231903076172,
        "mobile_score": 423.85135595245197,
        "mobile_throughput": 6229.785157987189,
        "mobile_availability": 2165.6264273149277,
        "mobile_accuracy": 1989.7092495154827,
        "soft_acc_blocks": [
          25.001916
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.0853335,
        "time_to_acc50_sec": 0.0853335,
        "acc_per_sec": 9.785883442463529,
        "mobile_acc_per_sec": 778.7828260902123
      },
      "started": "2026-08-18T08:31:59.546033477+10:00",
      "ended": "2026-08-18T08:32:02.107571398+10:00"
    },
    {
      "cell": {
        "id": "int3|none|TweenSplitLinear|tricameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 248,
        "total_correct": 75,
        "total_train": 18,
        "infer_ms": 740.323979,
        "train_ms": 1962.653628,
        "blocked_train": 1962653628,
        "duration": 2475131921,
        "avg_accuracy": 18.75,
        "soft_acc": 25.0001055,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 100.19667957730645,
        "availability": 27.38920134161511,
        "score": 6.8607965291995265,
        "zero_downtime": 6.847329231011193,
        "weight_bytes": 7891,
        "weight_mib": 0.007525444030761719,
        "heap_bytes": 29750296,
        "heap_mib": 28.372093200683594,
        "mobile_score": 911.6799621596658,
        "mobile_throughput": 13314.387718217424,
        "mobile_availability": 3639.5462154334564,
        "mobile_accuracy": 3322.0771289783297,
        "soft_acc_blocks": [
          25.0001055
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.100514355574019,
        "mobile_acc_per_sec": 1342.1818452554025
      },
      "started": "2026-08-18T08:32:05.817010039+10:00",
      "ended": "2026-08-18T08:32:08.297165757+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|TweenSplitLinear|tricameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "TweenSplitLinear",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 256,
        "total_correct": 127,
        "total_train": 19,
        "infer_ms": 767.488895,
        "train_ms": 2027.801265,
        "blocked_train": 2027801265,
        "duration": 2449807833,
        "avg_accuracy": 37.5,
        "soft_acc": 25.0033645,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 104.49799227170648,
        "availability": 27.45650186812806,
        "score": 7.173838625348073,
        "zero_downtime": 6.865049241037368,
        "weight_bytes": 7915,
        "weight_mib": 0.007548332214355469,
        "heap_bytes": 26625240,
        "heap_mib": 25.391807556152344,
        "mobile_score": 950.3872407344259,
        "mobile_throughput": 13843.851768072886,
        "mobile_availability": 3637.426266945578,
        "mobile_accuracy": 3312.4356202087174,
        "soft_acc_blocks": [
          25.0033645
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071578619,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.206255430811172,
        "mobile_acc_per_sec": 1352.1205931292805
      },
      "started": "2026-08-18T08:32:11.968890531+10:00",
      "ended": "2026-08-18T08:32:14.424568357+10:00"
    },
    {
      "cell": {
        "id": "float64|none|TweenSplitFastProxy|cnn|simd",
        "dtype": 0,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6616,
        "total_correct": 5700,
        "total_train": 260,
        "infer_ms": 903.746615,
        "train_ms": 1679.514205,
        "blocked_train": 1679514205,
        "duration": 2598508345,
        "avg_accuracy": 41.37931034482759,
        "soft_acc": 25.363538689655176,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2546.0761027496337,
        "availability": 34.98472194534348,
        "score": 225.92258722907957,
        "zero_downtime": 8.873363486075478,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 25569864,
        "heap_mib": 24.38532257080078,
        "mobile_score": 96771.65148133959,
        "mobile_throughput": 1090585.9050313726,
        "mobile_availability": 14985.351224902159,
        "mobile_accuracy": 10864.214846831645,
        "soft_acc_blocks": [
          25.363538689655176
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071423359,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.760807094754655,
        "mobile_acc_per_sec": 4180.942835044713
      },
      "started": "2026-08-18T08:32:18.119971853+10:00",
      "ended": "2026-08-18T08:32:20.718738532+10:00"
    },
    {
      "cell": {
        "id": "float32|none|TweenSplitFastProxy|cnn|simd",
        "dtype": 1,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 11384,
        "total_correct": 9880,
        "total_train": 320,
        "infer_ms": 942.971217,
        "train_ms": 1530.891336,
        "blocked_train": 1530891336,
        "duration": 2582180237,
        "avg_accuracy": 60.810810810810814,
        "soft_acc": 25.840258000000002,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 4408.677534154638,
        "availability": 38.11736492217319,
        "score": 434.2382239139526,
        "zero_downtime": 9.849625438691051,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 26006896,
        "heap_mib": 24.802108764648438,
        "mobile_score": 372003.08813627186,
        "mobile_throughput": 3776824.7173641617,
        "mobile_availability": 32654.374216203163,
        "mobile_accuracy": 22136.825467816994,
        "soft_acc_blocks": [
          25.840258000000002
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.074891428,
        "time_to_acc50_sec": 0.074891428,
        "acc_per_sec": 10.007147305108896,
        "mobile_acc_per_sec": 8572.920337093028
      },
      "started": "2026-08-18T08:32:24.915037153+10:00",
      "ended": "2026-08-18T08:32:27.497498588+10:00"
    },
    {
      "cell": {
        "id": "float16|none|TweenSplitFastProxy|cnn|simd",
        "dtype": 2,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6600,
        "total_correct": 5757,
        "total_train": 273,
        "infer_ms": 877.194603,
        "train_ms": 1670.744771,
        "blocked_train": 1670744771,
        "duration": 2612045828,
        "avg_accuracy": 36.206896551724135,
        "soft_acc": 25.073090068965517,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2526.755055080144,
        "availability": 34.42760891217343,
        "score": 218.11114862846475,
        "zero_downtime": 8.632065391140443,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 29146120,
        "heap_mib": 27.79590606689453,
        "mobile_score": 373702.80356902134,
        "mobile_throughput": 4329239.719993002,
        "mobile_availability": 58986.87000439734,
        "mobile_accuracy": 42959.2164904503,
        "soft_acc_blocks": [
          25.073090068965517
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073035441,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.599023799733088,
        "mobile_acc_per_sec": 16446.578398413272
      },
      "started": "2026-08-18T08:32:31.127787829+10:00",
      "ended": "2026-08-18T08:32:33.740149803+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|TweenSplitFastProxy|cnn|simd",
        "dtype": 3,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7752,
        "total_correct": 6605,
        "total_train": 275,
        "infer_ms": 910.782949,
        "train_ms": 1661.647546,
        "blocked_train": 1661647546,
        "duration": 2456307977,
        "avg_accuracy": 19.886363636363637,
        "soft_acc": 24.91891636363636,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 3155.9560415823216,
        "availability": 35.405541598510716,
        "score": 278.439817247903,
        "zero_downtime": 8.822677299025365,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 30820720,
        "heap_mib": 29.392929077148438,
        "mobile_score": 477067.49969042017,
        "mobile_throughput": 5407287.193232393,
        "mobile_availability": 60662.42024052283,
        "mobile_accuracy": 42695.06151130124,
        "soft_acc_blocks": [
          24.91891636363636
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.14486644059633,
        "mobile_acc_per_sec": 17381.803060154798
      },
      "started": "2026-08-18T08:32:37.403011767+10:00",
      "ended": "2026-08-18T08:32:39.859575108+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|TweenSplitFastProxy|cnn|simd",
        "dtype": 4,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5552,
        "total_correct": 2852,
        "total_train": 224,
        "infer_ms": 736.464559,
        "train_ms": 1716.092009,
        "blocked_train": 1716092009,
        "duration": 2710769311,
        "avg_accuracy": 42.708333333333336,
        "soft_acc": 25.25098925,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2048.1270676448203,
        "availability": 30.02844332355477,
        "score": 155.29880470681692,
        "zero_downtime": 7.582478995573158,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 28378240,
        "heap_mib": 27.0635986328125,
        "mobile_score": 532165.357660965,
        "mobile_throughput": 7018355.843407631,
        "mobile_availability": 102899.03590339793,
        "mobile_accuracy": 86528.04347649674,
        "soft_acc_blocks": [
          25.25098925
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072077056,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.31506386306437,
        "mobile_acc_per_sec": 31920.105899596685
      },
      "started": "2026-08-18T08:32:43.459766723+10:00",
      "ended": "2026-08-18T08:32:46.170809836+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|TweenSplitFastProxy|cnn|simd",
        "dtype": 5,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6816,
        "total_correct": 3008,
        "total_train": 271,
        "infer_ms": 868.347905,
        "train_ms": 1669.24655,
        "blocked_train": 1669246550,
        "duration": 2519647905,
        "avg_accuracy": 14.583333333333334,
        "soft_acc": 24.844558866666667,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2705.139867548279,
        "availability": 34.21933332526927,
        "score": 229.98131827738368,
        "zero_downtime": 8.501642411777407,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 26364496,
        "heap_mib": 25.143142700195312,
        "mobile_score": 788081.3424641368,
        "mobile_throughput": 9269754.058020603,
        "mobile_availability": 117260.03810744296,
        "mobile_accuracy": 85135.32077834597,
        "soft_acc_blocks": [
          24.844558866666667
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.86032961881897,
        "mobile_acc_per_sec": 33788.57839994353
      },
      "started": "2026-08-18T08:32:50.020051331+10:00",
      "ended": "2026-08-18T08:32:52.540119496+10:00"
    },
    {
      "cell": {
        "id": "int64|none|TweenSplitFastProxy|cnn|simd",
        "dtype": 6,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4576,
        "total_correct": 3708,
        "total_train": 235,
        "infer_ms": 799.297343,
        "train_ms": 1595.659232,
        "blocked_train": 1595659232,
        "duration": 2719542684,
        "avg_accuracy": 28.571428571428573,
        "soft_acc": 24.844987857142858,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1682.635844225639,
        "availability": 33.37418938378872,
        "score": 139.52102271907657,
        "zero_downtime": 8.291813299822168,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 25758384,
        "heap_mib": 24.565109252929688,
        "mobile_score": 59762.41663344707,
        "mobile_throughput": 720740.0175632122,
        "mobile_availability": 14295.495918012924,
        "mobile_accuracy": 10642.098851017741,
        "soft_acc_blocks": [
          24.844987857142858
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.104422749,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.135722709304922,
        "mobile_acc_per_sec": 3913.1942710915514
      },
      "started": "2026-08-18T08:32:56.664216364+10:00",
      "ended": "2026-08-18T08:32:59.384084517+10:00"
    },
    {
      "cell": {
        "id": "int32|none|TweenSplitFastProxy|cnn|simd",
        "dtype": 7,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4504,
        "total_correct": 3610,
        "total_train": 225,
        "infer_ms": 820.864346,
        "train_ms": 1817.789092,
        "blocked_train": 1817789092,
        "duration": 2689196935,
        "avg_accuracy": 13.043478260869565,
        "soft_acc": 24.810781869565215,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1674.849447201233,
        "availability": 31.109214047532678,
        "score": 129.27223692141874,
        "zero_downtime": 7.718439238669473,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 28774088,
        "heap_mib": 27.44110870361328,
        "mobile_score": 110744.90612917776,
        "mobile_throughput": 1434809.5865592158,
        "mobile_availability": 26650.633357112438,
        "mobile_accuracy": 21254.89412554021,
        "soft_acc_blocks": [
          24.810781869565215
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.226093316800993,
        "mobile_acc_per_sec": 7903.807210586534
      },
      "started": "2026-08-18T08:33:03.087969241+10:00",
      "ended": "2026-08-18T08:33:05.777468155+10:00"
    },
    {
      "cell": {
        "id": "int16|none|TweenSplitFastProxy|cnn|simd",
        "dtype": 8,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4864,
        "total_correct": 4043,
        "total_train": 268,
        "infer_ms": 842.373249,
        "train_ms": 1709.861819,
        "blocked_train": 1709861819,
        "duration": 2492974493,
        "avg_accuracy": 27.63157894736842,
        "soft_acc": 25.483009315789474,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1951.0829387374722,
        "availability": 33.005315989961154,
        "score": 164.1006643398161,
        "zero_downtime": 8.410747748427553,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 31540376,
        "heap_mib": 30.079246520996094,
        "mobile_score": 281163.42844899837,
        "mobile_throughput": 3342906.4437411497,
        "mobile_availability": 56549.97094687828,
        "mobile_accuracy": 43661.55551685174,
        "soft_acc_blocks": [
          25.483009315789474
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072964398,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.221929420996075,
        "mobile_acc_per_sec": 17513.83964795814
      },
      "started": "2026-08-18T08:33:09.605528887+10:00",
      "ended": "2026-08-18T08:33:12.098782912+10:00"
    },
    {
      "cell": {
        "id": "int8|none|TweenSplitFastProxy|cnn|simd",
        "dtype": 9,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8616,
        "total_correct": 6858,
        "total_train": 276,
        "infer_ms": 862.205283,
        "train_ms": 1569.475037,
        "blocked_train": 1569475037,
        "duration": 2519350870,
        "avg_accuracy": 17.647058823529413,
        "soft_acc": 24.887468470588235,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 3419.928562788874,
        "availability": 35.45718061328062,
        "score": 301.7879929811554,
        "zero_downtime": 8.82439464568974,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 25747016,
        "heap_mib": 24.55426788330078,
        "mobile_score": 1034142.6357130981,
        "mobile_throughput": 11719134.028284008,
        "mobile_availability": 121501.7928717364,
        "mobile_accuracy": 85282.3599314233,
        "soft_acc_blocks": [
          24.887468470588235
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.878524173406714,
        "mobile_acc_per_sec": 33850.92602501346
      },
      "started": "2026-08-18T08:33:15.779243909+10:00",
      "ended": "2026-08-18T08:33:18.298952799+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|TweenSplitFastProxy|cnn|simd",
        "dtype": 10,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5504,
        "total_correct": 4328,
        "total_train": 254,
        "infer_ms": 751.884809,
        "train_ms": 1605.60167,
        "blocked_train": 1605601670,
        "duration": 2509733900,
        "avg_accuracy": 36,
        "soft_acc": 25.456490439999996,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2193.061184693724,
        "availability": 31.893494011424185,
        "score": 178.05385365363605,
        "zero_downtime": 8.118964254000169,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 25787400,
        "heap_mib": 24.59278106689453,
        "mobile_score": 76019.13585045403,
        "mobile_throughput": 936315.6859940579,
        "mobile_availability": 13616.755853633194,
        "mobile_accuracy": 10868.511775086903,
        "soft_acc_blocks": [
          25.456490439999996
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071808775,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.1431033943479,
        "mobile_acc_per_sec": 4330.543479166019
      },
      "started": "2026-08-18T08:33:21.950142212+10:00",
      "ended": "2026-08-18T08:33:24.460236997+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|TweenSplitFastProxy|cnn|simd",
        "dtype": 11,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6080,
        "total_correct": 4751,
        "total_train": 251,
        "infer_ms": 856.941742,
        "train_ms": 1686.577146,
        "blocked_train": 1686577146,
        "duration": 2488565694,
        "avg_accuracy": 33.203125,
        "soft_acc": 25.2252384375,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2443.1744014871883,
        "availability": 33.691188457178065,
        "score": 207.63763825382026,
        "zero_downtime": 8.498682620750644,
        "weight_bytes": 1232,
        "weight_mib": 0.0011749267578125,
        "heap_bytes": 26824448,
        "heap_mib": 25.581787109375,
        "mobile_score": 176723.8994883424,
        "mobile_throughput": 2079426.981504732,
        "mobile_availability": 28675.139308176906,
        "mobile_accuracy": 21469.626314805195,
        "soft_acc_blocks": [
          25.2252384375
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.078313925,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.136456714130047,
        "mobile_acc_per_sec": 8627.309444379567
      },
      "started": "2026-08-18T08:33:28.187273669+10:00",
      "ended": "2026-08-18T08:33:30.676208112+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|TweenSplitFastProxy|cnn|simd",
        "dtype": 12,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6600,
        "total_correct": 5302,
        "total_train": 264,
        "infer_ms": 912.147279,
        "train_ms": 1634.885342,
        "blocked_train": 1634885342,
        "duration": 2488237567,
        "avg_accuracy": 44.39655172413793,
        "soft_acc": 25.184465034482756,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2652.4798465917543,
        "availability": 35.812155348127355,
        "score": 239.22980299376272,
        "zero_downtime": 9.01909974174378,
        "weight_bytes": 620,
        "weight_mib": 0.000591278076171875,
        "heap_bytes": 28378912,
        "heap_mib": 27.064239501953125,
        "mobile_score": 404597.79016772215,
        "mobile_throughput": 4486010.818741606,
        "mobile_availability": 60567.365494061276,
        "mobile_accuracy": 42593.267109673856,
        "soft_acc_blocks": [
          25.184465034482756
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072560493,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.121406962297003,
        "mobile_acc_per_sec": 17117.845849834746
      },
      "started": "2026-08-18T08:33:34.172344099+10:00",
      "ended": "2026-08-18T08:33:36.660859375+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|TweenSplitFastProxy|cnn|simd",
        "dtype": 13,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 9248,
        "total_correct": 7515,
        "total_train": 297,
        "infer_ms": 908.061928,
        "train_ms": 1576.22648,
        "blocked_train": 1576226480,
        "duration": 2665345704,
        "avg_accuracy": 17.763157894736842,
        "soft_acc": 24.64473007894737,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 3469.718763356335,
        "availability": 36.55219438595875,
        "score": 312.55884632879275,
        "zero_downtime": 9.008189644351686,
        "weight_bytes": 314,
        "weight_mib": 0.0002994537353515625,
        "heap_bytes": 25766056,
        "heap_mib": 24.572425842285156,
        "mobile_score": 1043763.3912358605,
        "mobile_throughput": 11586827.45861507,
        "mobile_availability": 122062.9101288251,
        "mobile_accuracy": 82298.95696580355,
        "soft_acc_blocks": [
          24.64473007894737
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.246354062800167,
        "mobile_acc_per_sec": 30877.404324059706
      },
      "started": "2026-08-18T08:33:40.24957578+10:00",
      "ended": "2026-08-18T08:33:42.915316015+10:00"
    },
    {
      "cell": {
        "id": "int4|none|TweenSplitFastProxy|cnn|simd",
        "dtype": 14,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8352,
        "total_correct": 3194,
        "total_train": 277,
        "infer_ms": 931.580279,
        "train_ms": 1602.466939,
        "blocked_train": 1602466939,
        "duration": 2458442077,
        "avg_accuracy": 21.323529411764707,
        "soft_acc": 25.217616647058822,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 3397.273451401312,
        "availability": 36.7625461902502,
        "score": 314.94892246087284,
        "zero_downtime": 9.270637967955222,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 26163368,
        "heap_mib": 24.951332092285156,
        "mobile_score": 2158482.884433544,
        "mobile_throughput": 23283002.65736328,
        "mobile_availability": 251949.8276731228,
        "mobile_accuracy": 172827.3698908912,
        "soft_acc_blocks": [
          25.217616647058822
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.257559811143285,
        "mobile_acc_per_sec": 70299.54925836196
      },
      "started": "2026-08-18T08:33:46.639279457+10:00",
      "ended": "2026-08-18T08:33:49.09797768+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|TweenSplitFastProxy|cnn|simd",
        "dtype": 15,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5928,
        "total_correct": 2311,
        "total_train": 272,
        "infer_ms": 878.913288,
        "train_ms": 1694.878761,
        "blocked_train": 1694878761,
        "duration": 2503874839,
        "avg_accuracy": 25,
        "soft_acc": 24.9958706,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2367.530480224615,
        "availability": 34.148574215290076,
        "score": 202.08609049074806,
        "zero_downtime": 8.535733422598872,
        "weight_bytes": 161,
        "weight_mib": 0.00015354156494140625,
        "heap_bytes": 32624728,
        "heap_mib": 31.113365173339844,
        "mobile_score": 1316165.3690833952,
        "mobile_throughput": 15419476.030012459,
        "mobile_availability": 222406.05811411183,
        "mobile_accuracy": 162795.4659022708,
        "soft_acc_blocks": [
          24.9958706
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.074218355,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.982875425986899,
        "mobile_acc_per_sec": 65017.41355701639
      },
      "started": "2026-08-18T08:33:52.920190751+10:00",
      "ended": "2026-08-18T08:33:55.424438037+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|TweenSplitFastProxy|cnn|simd",
        "dtype": 16,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8600,
        "total_correct": 2196,
        "total_train": 267,
        "infer_ms": 943.713163,
        "train_ms": 1551.102715,
        "blocked_train": 1551102715,
        "duration": 2575069760,
        "avg_accuracy": 19.791666666666668,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 3339.7153481387627,
        "availability": 37.826966363407124,
        "score": 315.8282503434987,
        "zero_downtime": 9.456741590851781,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 28401776,
        "heap_mib": 27.086044311523438,
        "mobile_score": 2164509.3034783304,
        "mobile_throughput": 22888531.770522557,
        "mobile_availability": 259244.76523840515,
        "mobile_accuracy": 171335.9477124183,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.70847484924059,
        "mobile_acc_per_sec": 66536.42956547256
      },
      "started": "2026-08-18T08:33:59.185854924+10:00",
      "ended": "2026-08-18T08:34:01.761303485+10:00"
    },
    {
      "cell": {
        "id": "int2|none|TweenSplitFastProxy|cnn|simd",
        "dtype": 17,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8360,
        "total_correct": 2513,
        "total_train": 273,
        "infer_ms": 857.156341,
        "train_ms": 1593.10386,
        "blocked_train": 1593103860,
        "duration": 2529693715,
        "avg_accuracy": 18.103448275862068,
        "soft_acc": 24.809419551724137,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 3304.7479030480176,
        "availability": 34.98225782919616,
        "score": 286.8156042714962,
        "zero_downtime": 8.678895113511139,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 25331576,
        "heap_mib": 24.15807342529297,
        "mobile_score": 3905817.6501894603,
        "mobile_throughput": 45003627.75566855,
        "mobile_availability": 476383.8439676259,
        "mobile_accuracy": 337851.4534528401,
        "soft_acc_blocks": [
          24.809419551724137
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.807281966435268,
        "mobile_acc_per_sec": 133554.29214593282
      },
      "started": "2026-08-18T08:34:05.397540456+10:00",
      "ended": "2026-08-18T08:34:07.927576827+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|TweenSplitFastProxy|cnn|simd",
        "dtype": 18,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5064,
        "total_correct": 1969,
        "total_train": 248,
        "infer_ms": 808.007913,
        "train_ms": 1737.924124,
        "blocked_train": 1737924124,
        "duration": 2590540417,
        "avg_accuracy": 48.958333333333336,
        "soft_acc": 25.498037333333333,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1954.8044750694964,
        "availability": 31.737214554718296,
        "score": 158.1899486527759,
        "zero_downtime": 8.09236681572217,
        "weight_bytes": 85,
        "weight_mib": 0.00008106231689453125,
        "heap_bytes": 28935400,
        "heap_mib": 27.594947814941406,
        "mobile_score": 1951460.9835121548,
        "mobile_throughput": 24114835.967652615,
        "mobile_availability": 391516.25281092105,
        "mobile_accuracy": 314548.58817455685,
        "soft_acc_blocks": [
          25.498037333333333
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071367161,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.842748318461512,
        "mobile_acc_per_sec": 121421.99600916586
      },
      "started": "2026-08-18T08:34:11.483648886+10:00",
      "ended": "2026-08-18T08:34:14.074467219+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|TweenSplitFastProxy|cnn|simd",
        "dtype": 19,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8968,
        "total_correct": 2282,
        "total_train": 281,
        "infer_ms": 907.651754,
        "train_ms": 1556.339366,
        "blocked_train": 1556339366,
        "duration": 2452950672,
        "avg_accuracy": 26.470588235294116,
        "soft_acc": 24.675981588235295,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 3656.005031967475,
        "availability": 36.83664874571464,
        "score": 332.3237158466111,
        "zero_downtime": 9.089804662215453,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 25678240,
        "heap_mib": 24.488677978515625,
        "mobile_score": 4525541.203475014,
        "mobile_throughput": 49787001.71948477,
        "mobile_availability": 501636.6986387854,
        "mobile_accuracy": 336034.3125956547,
        "soft_acc_blocks": [
          24.675981588235295
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071720858,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.059713743903323,
        "mobile_acc_per_sec": 136991.87530814507
      },
      "started": "2026-08-18T08:34:18.112041713+10:00",
      "ended": "2026-08-18T08:34:20.565347854+10:00"
    },
    {
      "cell": {
        "id": "binary|none|TweenSplitFastProxy|cnn|simd",
        "dtype": 20,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7784,
        "total_correct": 1978,
        "total_train": 281,
        "infer_ms": 768.629781,
        "train_ms": 1646.24734,
        "blocked_train": 1646247340,
        "duration": 2570161010,
        "avg_accuracy": 23.68421052631579,
        "soft_acc": 24.32317094736842,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 3028.6040328656295,
        "availability": 31.828939630754817,
        "score": 234.46869104596254,
        "zero_downtime": 7.741807397123189,
        "weight_bytes": 39,
        "weight_mib": 0.00003719329833984375,
        "heap_bytes": 28645080,
        "heap_mib": 27.318077087402344,
        "mobile_score": 6304057.49185157,
        "mobile_throughput": 81428756.47092591,
        "mobile_availability": 855770.8256989324,
        "mobile_accuracy": 653966.4948540459,
        "soft_acc_blocks": [
          24.32317094736842
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.463675953658802,
        "mobile_acc_per_sec": 254445.73017394185
      },
      "started": "2026-08-18T08:34:24.474731238+10:00",
      "ended": "2026-08-18T08:34:27.045151936+10:00"
    },
    {
      "cell": {
        "id": "int|none|TweenSplitFastProxy|cnn|simd",
        "dtype": 21,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4696,
        "total_correct": 4059,
        "total_train": 228,
        "infer_ms": 895.998036,
        "train_ms": 1669.335071,
        "blocked_train": 1669335071,
        "duration": 2704457319,
        "avg_accuracy": 28.676470588235293,
        "soft_acc": 25.07854388235294,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1736.3927199030056,
        "availability": 34.92716144952477,
        "score": 152.0945193646775,
        "zero_downtime": 8.759223510979327,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 46123816,
        "heap_mib": 43.987098693847656,
        "mobile_score": 65148.14654302944,
        "mobile_throughput": 743766.230663813,
        "mobile_availability": 14960.69576964742,
        "mobile_accuracy": 10742.140208326027,
        "soft_acc_blocks": [
          25.07854388235294
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.143042862,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.27304110372353,
        "mobile_acc_per_sec": 3972.0132142067014
      },
      "started": "2026-08-18T08:34:30.877548841+10:00",
      "ended": "2026-08-18T08:34:33.582970065+10:00"
    },
    {
      "cell": {
        "id": "uint|none|TweenSplitFastProxy|cnn|simd",
        "dtype": 22,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5232,
        "total_correct": 4287,
        "total_train": 257,
        "infer_ms": 899.338593,
        "train_ms": 1728.260623,
        "blocked_train": 1728260623,
        "duration": 2511869511,
        "avg_accuracy": 46.19565217391305,
        "soft_acc": 25.422492173913042,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2082.9107471896855,
        "availability": 34.22662739141265,
        "score": 181.23951446503216,
        "zero_downtime": 8.701261669976258,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 28129912,
        "heap_mib": 26.82677459716797,
        "mobile_score": 77379.23661224982,
        "mobile_throughput": 889287.5487154608,
        "mobile_availability": 14612.874610577324,
        "mobile_accuracy": 10853.996398107916,
        "soft_acc_blocks": [
          25.422492173913042
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.069190757,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.120944604241044,
        "mobile_acc_per_sec": 4321.082902824372
      },
      "started": "2026-08-18T08:34:37.374080712+10:00",
      "ended": "2026-08-18T08:34:39.886307671+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|TweenSplitFastProxy|cnn|simd",
        "dtype": 23,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4264,
        "total_correct": 3373,
        "total_train": 236,
        "infer_ms": 867.15208,
        "train_ms": 1776.794493,
        "blocked_train": 1776794493,
        "duration": 2907793551,
        "avg_accuracy": 51.973684210526315,
        "soft_acc": 25.58555631578947,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1466.4039675490703,
        "availability": 32.79764004520223,
        "score": 123.05268278435818,
        "zero_downtime": 8.391458664015136,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 28659488,
        "heap_mib": 27.331817626953125,
        "mobile_score": 52536.68155671464,
        "mobile_throughput": 626073.29262082,
        "mobile_availability": 14002.776143337936,
        "mobile_accuracy": 10923.615757078689,
        "soft_acc_blocks": [
          25.58555631578947
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.07880059,
        "time_to_acc50_sec": 0.07880059,
        "acc_per_sec": 8.798959027538427,
        "mobile_acc_per_sec": 3756.6682659853964
      },
      "started": "2026-08-18T08:34:43.664984476+10:00",
      "ended": "2026-08-18T08:34:46.573059276+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|TweenSplitFastProxy|cnn|simd",
        "dtype": 24,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4664,
        "total_correct": 3935,
        "total_train": 243,
        "infer_ms": 861.517883,
        "train_ms": 1678.591154,
        "blocked_train": 1678591154,
        "duration": 2510619145,
        "avg_accuracy": 29.605263157894736,
        "soft_acc": 24.92411389473684,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1857.709087134361,
        "availability": 33.91657092080965,
        "score": 157.03966850079013,
        "zero_downtime": 8.453404765491792,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 25295824,
        "heap_mib": 24.123977661132812,
        "mobile_score": 67266.3510775672,
        "mobile_throughput": 795730.867545343,
        "mobile_availability": 14527.819554680922,
        "mobile_accuracy": 10675.991687617474,
        "soft_acc_blocks": [
          24.92411389473684
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072248097,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.927477030665612,
        "mobile_acc_per_sec": 4252.334213605893
      },
      "started": "2026-08-18T08:34:50.271185544+10:00",
      "ended": "2026-08-18T08:34:52.782182919+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|TweenSplitFastProxy|cnn|simd",
        "dtype": 25,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4672,
        "total_correct": 4066,
        "total_train": 252,
        "infer_ms": 864.952263,
        "train_ms": 1742.721616,
        "blocked_train": 1742721616,
        "duration": 2481551625,
        "avg_accuracy": 34.86842105263158,
        "soft_acc": 25.067671210526317,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1882.6930509656434,
        "availability": 33.16949523349503,
        "score": 156.5425384781849,
        "zero_downtime": 8.314820007323732,
        "weight_bytes": 4896,
        "weight_mib": 0.004669189453125,
        "heap_bytes": 25709960,
        "heap_mib": 24.51892852783203,
        "mobile_score": 33526.7052343344,
        "mobile_throughput": 403216.24767347844,
        "mobile_availability": 7103.908626216765,
        "mobile_accuracy": 5368.741504748538,
        "soft_acc_blocks": [
          25.067671210526317
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071645129,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.101611813345338,
        "mobile_acc_per_sec": 2163.4615418281046
      },
      "started": "2026-08-18T08:34:56.466546649+10:00",
      "ended": "2026-08-18T08:34:58.948499159+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|TweenSplitFastProxy|cnn|simd",
        "dtype": 26,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4280,
        "total_correct": 1725,
        "total_train": 228,
        "infer_ms": 923.724128,
        "train_ms": 1736.450629,
        "blocked_train": 1736450629,
        "duration": 2669205791,
        "avg_accuracy": 54.861111111111114,
        "soft_acc": 25.314113388888888,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1603.4732183000872,
        "availability": 34.72418966345375,
        "score": 140.94723199877973,
        "zero_downtime": 8.790120744779518,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 29891328,
        "heap_mib": 28.506591796875,
        "mobile_score": 965973.1028781206,
        "mobile_throughput": 10989304.139557073,
        "mobile_availability": 237980.0777813443,
        "mobile_accuracy": 173488.7043193958,
        "soft_acc_blocks": [
          25.314113388888888
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072781898,
        "time_to_acc50_sec": 0.072781898,
        "acc_per_sec": 9.483762351424064,
        "mobile_acc_per_sec": 64996.37641442379
      },
      "started": "2026-08-18T08:35:02.770280964+10:00",
      "ended": "2026-08-18T08:35:05.43994389+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|TweenSplitFastProxy|cnn|simd",
        "dtype": 27,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2696,
        "total_correct": 2013,
        "total_train": 179,
        "infer_ms": 814.677433,
        "train_ms": 1838.40082,
        "blocked_train": 1838400820,
        "duration": 2545378688,
        "avg_accuracy": 42.708333333333336,
        "soft_acc": 25.49339375,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1059.1744217511105,
        "availability": 30.706875384425384,
        "score": 82.91455317079271,
        "zero_downtime": 7.828224650073389,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 26848656,
        "heap_mib": 25.604873657226562,
        "mobile_score": 378009.6108939876,
        "mobile_throughput": 4828803.819400402,
        "mobile_availability": 139993.4459265184,
        "mobile_accuracy": 116225.04715130434,
        "soft_acc_blocks": [
          25.49339375
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.077873716,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.015560305500602,
        "mobile_acc_per_sec": 45661.200708263474
      },
      "started": "2026-08-18T08:35:09.30571101+10:00",
      "ended": "2026-08-18T08:35:11.851511624+10:00"
    },
    {
      "cell": {
        "id": "int6|none|TweenSplitFastProxy|cnn|simd",
        "dtype": 28,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2696,
        "total_correct": 2104,
        "total_train": 176,
        "infer_ms": 795.567298,
        "train_ms": 1877.283336,
        "blocked_train": 1877283336,
        "duration": 2537006613,
        "avg_accuracy": 35,
        "soft_acc": 25.4406857,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1062.6696777948052,
        "availability": 29.764749585329803,
        "score": 80.46913526592017,
        "zero_downtime": 7.572356391395808,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 48717304,
        "heap_mib": 46.46044158935547,
        "mobile_score": 366860.8868721631,
        "mobile_throughput": 4844738.782884198,
        "mobile_availability": 135698.26983124687,
        "mobile_accuracy": 115984.74977636174,
        "soft_acc_blocks": [
          25.4406857
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.140606563,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.027835784754418,
        "mobile_acc_per_sec": 45717.164938411515
      },
      "started": "2026-08-18T08:35:15.533944415+10:00",
      "ended": "2026-08-18T08:35:18.07164535+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|TweenSplitFastProxy|cnn|simd",
        "dtype": 29,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2704,
        "total_correct": 1994,
        "total_train": 167,
        "infer_ms": 813.269836,
        "train_ms": 1852.512527,
        "blocked_train": 1852512527,
        "duration": 2433204956,
        "avg_accuracy": 20.833333333333332,
        "soft_acc": 25.172328500000003,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1111.2915060164787,
        "availability": 30.507735638432536,
        "score": 85.34171380480848,
        "zero_downtime": 7.679507432817811,
        "weight_bytes": 238,
        "weight_mib": 0.0002269744873046875,
        "heap_bytes": 25899440,
        "heap_mib": 24.699630737304688,
        "mobile_score": 375996.9449352557,
        "mobile_throughput": 4896107.572322417,
        "mobile_availability": 134410.41766724805,
        "mobile_accuracy": 110903.77953452102,
        "soft_acc_blocks": [
          25.172328500000003
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.345338331622239,
        "mobile_acc_per_sec": 45579.30036310555
      },
      "started": "2026-08-18T08:35:21.895010796+10:00",
      "ended": "2026-08-18T08:35:24.328608148+10:00"
    },
    {
      "cell": {
        "id": "int5|none|TweenSplitFastProxy|cnn|simd",
        "dtype": 30,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2576,
        "total_correct": 1323,
        "total_train": 166,
        "infer_ms": 722.244977,
        "train_ms": 1829.958067,
        "blocked_train": 1829958067,
        "duration": 2622582975,
        "avg_accuracy": 17.5,
        "soft_acc": 24.7202123,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 982.2377497894037,
        "availability": 28.29888392688556,
        "score": 68.71287579078876,
        "zero_downtime": 6.995544185256687,
        "weight_bytes": 192,
        "weight_mib": 0.00018310546875,
        "heap_bytes": 27266496,
        "heap_mib": 26.00335693359375,
        "mobile_score": 375263.91898542765,
        "mobile_throughput": 5364327.764183196,
        "mobile_availability": 154549.638086031,
        "mobile_accuracy": 135005.31944106668,
        "soft_acc_blocks": [
          24.7202123
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.425902835352616,
        "mobile_acc_per_sec": 51477.99735147242
      },
      "started": "2026-08-18T08:35:28.175913513+10:00",
      "ended": "2026-08-18T08:35:30.798962685+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|TweenSplitFastProxy|cnn|simd",
        "dtype": 31,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3304,
        "total_correct": 2194,
        "total_train": 194,
        "infer_ms": 817.381634,
        "train_ms": 1795.701503,
        "blocked_train": 1795701503,
        "duration": 2491315671,
        "avg_accuracy": 46.42857142857143,
        "soft_acc": 25.170242785714287,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1326.206886770713,
        "availability": 31.280353174618487,
        "score": 104.41678841620512,
        "zero_downtime": 7.873340838280359,
        "weight_bytes": 200,
        "weight_mib": 0.00019073486328125,
        "heap_bytes": 26032280,
        "heap_mib": 24.826316833496094,
        "mobile_score": 547444.6916515535,
        "mobile_throughput": 6953143.562512436,
        "mobile_availability": 163999.13805214377,
        "mobile_accuracy": 131964.56249636572,
        "soft_acc_blocks": [
          25.170242785714287
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071207004,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.103192894704947,
        "mobile_acc_per_sec": 52969.82796379067
      },
      "started": "2026-08-18T08:35:34.835371642+10:00",
      "ended": "2026-08-18T08:35:37.327135854+10:00"
    },
    {
      "cell": {
        "id": "int3|none|TweenSplitFastProxy|cnn|simd",
        "dtype": 32,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3672,
        "total_correct": 452,
        "total_train": 213,
        "infer_ms": 868.369597,
        "train_ms": 1784.656625,
        "blocked_train": 1784656625,
        "duration": 2487406925,
        "avg_accuracy": 0.9615384615384616,
        "soft_acc": 24.553560076923077,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1476.2361409764105,
        "availability": 32.73128587268069,
        "score": 118.64061001696929,
        "zero_downtime": 8.036695940698088,
        "weight_bytes": 115,
        "weight_mib": 0.00010967254638671875,
        "heap_bytes": 28465504,
        "heap_mib": 27.146820068359375,
        "mobile_score": 1081771.2720795965,
        "mobile_throughput": 13460398.154438961,
        "mobile_availability": 298445.5723063654,
        "mobile_accuracy": 223880.641836693,
        "soft_acc_blocks": [
          24.553560076923077
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.871147269931749,
        "mobile_acc_per_sec": 90005.63582361699
      },
      "started": "2026-08-18T08:35:41.108177853+10:00",
      "ended": "2026-08-18T08:35:43.595976705+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|TweenSplitFastProxy|cnn|simd",
        "dtype": 33,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3872,
        "total_correct": 1578,
        "total_train": 224,
        "infer_ms": 798.266714,
        "train_ms": 1784.645001,
        "blocked_train": 1784645001,
        "duration": 2506775080,
        "avg_accuracy": 34.166666666666664,
        "soft_acc": 25.131387,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1544.6140465063183,
        "availability": 30.905691021653826,
        "score": 119.97061808312603,
        "zero_downtime": 7.767028815676078,
        "weight_bytes": 123,
        "weight_mib": 0.00011730194091796875,
        "heap_bytes": 25271280,
        "heap_mib": 24.100570678710938,
        "mobile_score": 1022750.4945295281,
        "mobile_throughput": 13167847.30430414,
        "mobile_availability": 263471.26722537953,
        "mobile_accuracy": 214245.2784952195,
        "soft_acc_blocks": [
          25.131387
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071205703,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.02538568398406,
        "mobile_acc_per_sec": 85466.4944631648
      },
      "started": "2026-08-18T08:35:47.265736066+10:00",
      "ended": "2026-08-18T08:35:49.772911249+10:00"
    },
    {
      "cell": {
        "id": "float64|none|TweenSplitFastProxy|bicameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1400,
        "total_correct": 393,
        "total_train": 100,
        "infer_ms": 783.949702,
        "train_ms": 1885.074365,
        "blocked_train": 1885074365,
        "duration": 2559398770,
        "avg_accuracy": 15,
        "soft_acc": 25.0007506,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 547.0034667555927,
        "availability": 29.37214810809722,
        "score": 40.16787306698286,
        "zero_downtime": 7.343257494368005,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 28262504,
        "heap_mib": 26.953224182128906,
        "mobile_score": 332.00173153207066,
        "mobile_throughput": 4521.177853108151,
        "mobile_availability": 242.7712319854029,
        "mobile_accuracy": 206.64007962184385,
        "soft_acc_blocks": [
          25.0007506
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.768212321208546,
        "mobile_acc_per_sec": 80.73774280271451
      },
      "started": "2026-08-18T08:35:53.734785285+10:00",
      "ended": "2026-08-18T08:35:56.296701813+10:00"
    },
    {
      "cell": {
        "id": "float32|none|TweenSplitFastProxy|bicameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2736,
        "total_correct": 802,
        "total_train": 142,
        "infer_ms": 654.830993,
        "train_ms": 1862.819498,
        "blocked_train": 1862819498,
        "duration": 2520955427,
        "avg_accuracy": 28.75,
        "soft_acc": 25.000502,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1085.302806506146,
        "availability": 26.009606787791416,
        "score": 70.57216516790031,
        "zero_downtime": 6.5025322651739295,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 26500248,
        "heap_mib": 25.272605895996094,
        "mobile_score": 1166.6080001118714,
        "mobile_throughput": 17940.826012659047,
        "mobile_availability": 429.95726836794,
        "mobile_accuracy": 413.2760497091689,
        "soft_acc_blocks": [
          25.000502
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072959971,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.917074190300628,
        "mobile_acc_per_sec": 163.93627800114567
      },
      "started": "2026-08-18T08:36:00.133045205+10:00",
      "ended": "2026-08-18T08:36:02.65628714+10:00"
    },
    {
      "cell": {
        "id": "float16|none|TweenSplitFastProxy|bicameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 840,
        "total_correct": 134,
        "total_train": 57,
        "infer_ms": 881.418511,
        "train_ms": 1893.069405,
        "blocked_train": 1893069405,
        "duration": 2474720738,
        "avg_accuracy": 6.25,
        "soft_acc": 24.9971505,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 339.43223859628887,
        "availability": 31.76869165358441,
        "score": 26.95522260662869,
        "zero_downtime": 7.941267664527434,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 25565072,
        "heap_mib": 24.380752563476562,
        "mobile_score": 891.1779385788967,
        "mobile_throughput": 11222.111836875463,
        "mobile_availability": 1050.318060895098,
        "mobile_accuracy": 826.4412940688611,
        "soft_acc_blocks": [
          24.9971505
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.100998515170645,
        "mobile_acc_per_sec": 333.95335537405646
      },
      "started": "2026-08-18T08:36:06.359605783+10:00",
      "ended": "2026-08-18T08:36:08.837182039+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|TweenSplitFastProxy|bicameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1080,
        "total_correct": 333,
        "total_train": 74,
        "infer_ms": 832.770751,
        "train_ms": 1814.134287,
        "blocked_train": 1814134287,
        "duration": 2494746392,
        "avg_accuracy": 6.25,
        "soft_acc": 24.99712225,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 432.9097352192903,
        "availability": 31.462056214500283,
        "score": 34.04665650137373,
        "zero_downtime": 7.864608654302358,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 28708256,
        "heap_mib": 27.378326416015625,
        "mobile_score": 1125.630813708679,
        "mobile_throughput": 14312.610622944336,
        "mobile_availability": 1040.1802578249417,
        "mobile_accuracy": 826.4403600837433,
        "soft_acc_blocks": [
          24.99712225
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.019905161566419,
        "mobile_acc_per_sec": 331.2722939429521
      },
      "started": "2026-08-18T08:36:12.669966995+10:00",
      "ended": "2026-08-18T08:36:15.229836127+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|TweenSplitFastProxy|bicameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 960,
        "total_correct": 239,
        "total_train": 68,
        "infer_ms": 886.143235,
        "train_ms": 1919.509993,
        "blocked_train": 1919509993,
        "duration": 2727046966,
        "avg_accuracy": 21.875,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 352.0291406671725,
        "availability": 31.584203855145848,
        "score": 27.796400354459475,
        "zero_downtime": 7.896050963786462,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 25851840,
        "heap_mib": 24.65423583984375,
        "mobile_score": 1837.9769389631542,
        "mobile_throughput": 23277.166616485123,
        "mobile_availability": 2088.4372645739318,
        "mobile_accuracy": 1653.0710051708916,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.167425538207617,
        "mobile_acc_per_sec": 606.1762139709667
      },
      "started": "2026-08-18T08:36:19.004806928+10:00",
      "ended": "2026-08-18T08:36:21.734844411+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|TweenSplitFastProxy|bicameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 928,
        "total_correct": 225,
        "total_train": 57,
        "infer_ms": 924.416948,
        "train_ms": 1908.594697,
        "blocked_train": 1908594697,
        "duration": 2486804837,
        "avg_accuracy": 9.375,
        "soft_acc": 24.99824075,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 373.16961355098084,
        "availability": 32.63018525290954,
        "score": 30.43934188508016,
        "zero_downtime": 8.156972266693323,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 26254048,
        "heap_mib": 25.037811279296875,
        "mobile_score": 2012.7357394683954,
        "mobile_throughput": 24675.034726878122,
        "mobile_availability": 2157.600525397583,
        "mobile_accuracy": 1652.9546785642578,
        "soft_acc_blocks": [
          24.99824075
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 10.052353276004183,
        "mobile_acc_per_sec": 664.6901493718856
      },
      "started": "2026-08-18T08:36:25.444444711+10:00",
      "ended": "2026-08-18T08:36:27.934292461+10:00"
    },
    {
      "cell": {
        "id": "int64|none|TweenSplitFastProxy|bicameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 800,
        "total_correct": 182,
        "total_train": 56,
        "infer_ms": 928.506051,
        "train_ms": 1932.323265,
        "blocked_train": 1932323265,
        "duration": 2556676894,
        "avg_accuracy": 37.5,
        "soft_acc": 25.00060433333333,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 312.90617984518775,
        "availability": 32.455835299473,
        "score": 25.389692331766586,
        "zero_downtime": 8.114154966299576,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 25460600,
        "heap_mib": 24.28112030029297,
        "mobile_score": 209.85482111926535,
        "mobile_throughput": 2586.2806662043417,
        "mobile_availability": 268.2590014108037,
        "mobile_accuracy": 206.6388706759154,
        "soft_acc_blocks": [
          25.00060433333333
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.069578464,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.778554494705475,
        "mobile_acc_per_sec": 80.8232245384056
      },
      "started": "2026-08-18T08:36:31.711320809+10:00",
      "ended": "2026-08-18T08:36:34.271111866+10:00"
    },
    {
      "cell": {
        "id": "int32|none|TweenSplitFastProxy|bicameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 712,
        "total_correct": 152,
        "total_train": 55,
        "infer_ms": 910.07435,
        "train_ms": 1819.019016,
        "blocked_train": 1819019016,
        "duration": 2675071136,
        "avg_accuracy": 29.166666666666668,
        "soft_acc": 24.99997,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 266.16114630306413,
        "availability": 33.34713137110018,
        "score": 22.189250151995108,
        "zero_downtime": 8.336772838635635,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 25901408,
        "heap_mib": 24.701507568359375,
        "mobile_score": 366.8040605274691,
        "mobile_throughput": 4399.83273656643,
        "mobile_availability": 551.2517597519036,
        "mobile_accuracy": 413.26725537142136,
        "soft_acc_blocks": [
          24.99997
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.088556308,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.34553465272783,
        "mobile_acc_per_sec": 154.48832362244192
      },
      "started": "2026-08-18T08:36:38.253922119+10:00",
      "ended": "2026-08-18T08:36:40.932124137+10:00"
    },
    {
      "cell": {
        "id": "int16|none|TweenSplitFastProxy|bicameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 824,
        "total_correct": 185,
        "total_train": 51,
        "infer_ms": 1000.171068,
        "train_ms": 1781.199472,
        "blocked_train": 1781199472,
        "duration": 2514920115,
        "avg_accuracy": 16.666666666666668,
        "soft_acc": 24.998689,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 327.64460194394684,
        "availability": 35.95964844008163,
        "score": 29.45341712979297,
        "zero_downtime": 8.989440679029357,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 25557768,
        "heap_mib": 24.37378692626953,
        "mobile_score": 973.7717972092885,
        "mobile_throughput": 10832.395829485939,
        "mobile_availability": 1188.8770438487525,
        "mobile_accuracy": 826.4921590636902,
        "soft_acc_blocks": [
          24.998689
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.940152313744566,
        "mobile_acc_per_sec": 328.6355515366699
      },
      "started": "2026-08-18T08:36:44.652931504+10:00",
      "ended": "2026-08-18T08:36:47.172650573+10:00"
    },
    {
      "cell": {
        "id": "int8|none|TweenSplitFastProxy|bicameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2696,
        "total_correct": 458,
        "total_train": 122,
        "infer_ms": 630.825287,
        "train_ms": 1782.665518,
        "blocked_train": 1782665518,
        "duration": 2642047890,
        "avg_accuracy": 0,
        "soft_acc": 24.996855999999998,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1020.4205647460842,
        "availability": 26.13746386326092,
        "score": 66.66962866389561,
        "zero_downtime": 6.533544203951368,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 25729808,
        "heap_mib": 24.537857055664062,
        "mobile_score": 4408.38520279184,
        "mobile_throughput": 67473.10594647433,
        "mobile_availability": 1728.2833464423434,
        "mobile_accuracy": 1652.863114961281,
        "soft_acc_blocks": [
          24.996855999999998
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.461166882936404,
        "mobile_acc_per_sec": 625.5992259706093
      },
      "started": "2026-08-18T08:36:51.091703552+10:00",
      "ended": "2026-08-18T08:36:53.737231854+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|TweenSplitFastProxy|bicameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 800,
        "total_correct": 263,
        "total_train": 52,
        "infer_ms": 989.823894,
        "train_ms": 1863.522918,
        "blocked_train": 1863522918,
        "duration": 2682863365,
        "avg_accuracy": 8.333333333333334,
        "soft_acc": 24.997728666666664,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 298.18887179891846,
        "availability": 34.68992587361652,
        "score": 25.85802514636656,
        "zero_downtime": 8.67169354455445,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 25975768,
        "heap_mib": 24.772422790527344,
        "mobile_score": 213.69206973201085,
        "mobile_throughput": 2464.2484035451494,
        "mobile_availability": 286.6793584128284,
        "mobile_accuracy": 206.58253471185228,
        "soft_acc_blocks": [
          24.997728666666664
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.317555635811019,
        "mobile_acc_per_sec": 77.00076619886018
      },
      "started": "2026-08-18T08:36:57.490415693+10:00",
      "ended": "2026-08-18T08:37:00.176738898+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|TweenSplitFastProxy|bicameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 760,
        "total_correct": 84,
        "total_train": 52,
        "infer_ms": 875.812363,
        "train_ms": 1924.646137,
        "blocked_train": 1924646137,
        "duration": 2502662159,
        "avg_accuracy": 4.166666666666667,
        "soft_acc": 24.997223,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 303.67662581499883,
        "availability": 31.273891864492906,
        "score": 23.74023753523767,
        "zero_downtime": 7.81760449014615,
        "weight_bytes": 63452,
        "weight_mib": 0.060512542724609375,
        "heap_bytes": 25583240,
        "heap_mib": 24.39807891845703,
        "mobile_score": 392.31928566080467,
        "mobile_throughput": 5018.407955471667,
        "mobile_availability": 516.8166871919327,
        "mobile_accuracy": 413.091598443674,
        "soft_acc_blocks": [
          24.997223
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.988253072875109,
        "mobile_acc_per_sec": 165.06087206302544
      },
      "started": "2026-08-18T08:37:04.195292492+10:00",
      "ended": "2026-08-18T08:37:06.701742147+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|TweenSplitFastProxy|bicameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 808,
        "total_correct": 326,
        "total_train": 55,
        "infer_ms": 957.703994,
        "train_ms": 1911.216303,
        "blocked_train": 1911216303,
        "duration": 2719872228,
        "avg_accuracy": 62.5,
        "soft_acc": 25.002505333333332,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 297.07277852318293,
        "availability": 33.382035569320664,
        "score": 24.79471966086953,
        "zero_downtime": 8.346345223594628,
        "weight_bytes": 31736,
        "weight_mib": 0.03026580810546875,
        "heap_bytes": 30062184,
        "heap_mib": 28.669532775878906,
        "mobile_score": 819.232038162211,
        "mobile_throughput": 9815.458337935628,
        "mobile_availability": 1102.961977852785,
        "mobile_accuracy": 826.0973982986303,
        "soft_acc_blocks": [
          25.002505333333332
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.081010952,
        "time_to_acc50_sec": 0.081010952,
        "acc_per_sec": 9.192529368086674,
        "mobile_acc_per_sec": 303.72654634077554
      },
      "started": "2026-08-18T08:37:10.425100288+10:00",
      "ended": "2026-08-18T08:37:13.148173866+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|TweenSplitFastProxy|bicameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1440,
        "total_correct": 445,
        "total_train": 90,
        "infer_ms": 680.763669,
        "train_ms": 1854.674853,
        "blocked_train": 1854674853,
        "duration": 2620723380,
        "avg_accuracy": 28.125,
        "soft_acc": 25.0010835,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 549.4666132981955,
        "availability": 26.84993791381703,
        "score": 36.88445963513111,
        "zero_downtime": 6.712775397531553,
        "weight_bytes": 15878,
        "weight_mib": 0.015142440795898438,
        "heap_bytes": 43662872,
        "heap_mib": 41.640159606933594,
        "mobile_score": 2435.83317460431,
        "mobile_throughput": 36286.52875083566,
        "mobile_availability": 1773.1578598008946,
        "mobile_accuracy": 1651.0603433742285,
        "soft_acc_blocks": [
          25.0010835
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.111252011,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.539764360784996,
        "mobile_acc_per_sec": 630.0017605727729
      },
      "started": "2026-08-18T08:37:16.846952346+10:00",
      "ended": "2026-08-18T08:37:19.470666868+10:00"
    },
    {
      "cell": {
        "id": "int4|none|TweenSplitFastProxy|bicameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2088,
        "total_correct": 218,
        "total_train": 113,
        "infer_ms": 546.453552,
        "train_ms": 1829.205359,
        "blocked_train": 1829205359,
        "duration": 2545658828,
        "avg_accuracy": 7.5,
        "soft_acc": 24.998168,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 820.2198884759588,
        "availability": 23.00218897038456,
        "score": 47.16367577253323,
        "zero_downtime": 5.750125842494202,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 28725160,
        "heap_mib": 27.394447326660156,
        "mobile_score": 6237.192393348443,
        "mobile_throughput": 108470.53724032879,
        "mobile_availability": 3041.940131392352,
        "mobile_accuracy": 3305.8997362552655,
        "soft_acc_blocks": [
          24.998168
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.819920770624178,
        "mobile_acc_per_sec": 1298.6421039195382
      },
      "started": "2026-08-18T08:37:23.389728018+10:00",
      "ended": "2026-08-18T08:37:25.938695487+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|TweenSplitFastProxy|bicameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 688,
        "total_correct": 136,
        "total_train": 50,
        "infer_ms": 970.577349,
        "train_ms": 1929.417848,
        "blocked_train": 1929417848,
        "duration": 2674372902,
        "avg_accuracy": 16.666666666666668,
        "soft_acc": 24.999585,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 257.256570123593,
        "availability": 33.46823987860556,
        "score": 21.52445418623844,
        "zero_downtime": 8.366921076455894,
        "weight_bytes": 7949,
        "weight_mib": 0.007580757141113281,
        "heap_bytes": 26924920,
        "heap_mib": 25.67760467529297,
        "mobile_score": 2839.3541417523156,
        "mobile_throughput": 33935.47179191303,
        "mobile_availability": 4414.894087174324,
        "mobile_accuracy": 3297.7688817410994,
        "soft_acc_blocks": [
          24.999585
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.34783065641457,
        "mobile_acc_per_sec": 1233.0998714782445
      },
      "started": "2026-08-18T08:37:29.681203604+10:00",
      "ended": "2026-08-18T08:37:32.358744315+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|TweenSplitFastProxy|bicameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1000,
        "total_correct": 243,
        "total_train": 63,
        "infer_ms": 747.721092,
        "train_ms": 1884.40524,
        "blocked_train": 1884405240,
        "duration": 2549015957,
        "avg_accuracy": 21.875,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 392.30825419269826,
        "availability": 28.40749256255684,
        "score": 27.861234533021833,
        "zero_downtime": 7.10187314063921,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 25867144,
        "heap_mib": 24.66883087158203,
        "mobile_score": 3684.5279179843487,
        "mobile_throughput": 51881.07200761291,
        "mobile_availability": 3756.7681827816373,
        "mobile_accuracy": 3306.142010341783,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.807706354817457,
        "mobile_acc_per_sec": 1297.0268001903228
      },
      "started": "2026-08-18T08:37:36.077428707+10:00",
      "ended": "2026-08-18T08:37:38.635457831+10:00"
    },
    {
      "cell": {
        "id": "int2|none|TweenSplitFastProxy|bicameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2024,
        "total_correct": 478,
        "total_train": 108,
        "infer_ms": 685.518079,
        "train_ms": 1815.612346,
        "blocked_train": 1815612346,
        "duration": 2590342264,
        "avg_accuracy": 29.6875,
        "soft_acc": 24.999461,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 781.3639255819978,
        "availability": 27.40832993545309,
        "score": 53.538546364083864,
        "zero_downtime": 6.85193475296492,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 29755088,
        "heap_mib": 28.376663208007812,
        "mobile_score": 14158.69729943647,
        "mobile_throughput": 206637.94694352307,
        "mobile_availability": 7248.3523254470765,
        "mobile_accuracy": 6611.307646289029,
        "soft_acc_blocks": [
          24.999461
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.085386206,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.651026178060306,
        "mobile_acc_per_sec": 2552.291154019108
      },
      "started": "2026-08-18T08:37:42.457654763+10:00",
      "ended": "2026-08-18T08:37:45.051163014+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|TweenSplitFastProxy|bicameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 712,
        "total_correct": 111,
        "total_train": 50,
        "infer_ms": 962.202988,
        "train_ms": 1931.943987,
        "blocked_train": 1931943987,
        "duration": 2502704914,
        "avg_accuracy": 12.5,
        "soft_acc": 24.998407333333333,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 284.4921892377761,
        "availability": 33.24651430323438,
        "score": 23.64442769298894,
        "zero_downtime": 8.311099069657459,
        "weight_bytes": 3985,
        "weight_mib": 0.0038003921508789062,
        "heap_bytes": 30809744,
        "heap_mib": 29.382461547851562,
        "mobile_score": 6221.575762259366,
        "mobile_throughput": 74858.6403568859,
        "mobile_availability": 8748.179920207853,
        "mobile_accuracy": 6577.8494273418655,
        "soft_acc_blocks": [
          24.998407333333333
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.988555659715836,
        "mobile_acc_per_sec": 2628.296045029408
      },
      "started": "2026-08-18T08:37:48.875423693+10:00",
      "ended": "2026-08-18T08:37:51.381253656+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|TweenSplitFastProxy|bicameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2040,
        "total_correct": 238,
        "total_train": 105,
        "infer_ms": 522.77003,
        "train_ms": 1834.272952,
        "blocked_train": 1834272952,
        "duration": 2605556257,
        "avg_accuracy": 3.75,
        "soft_acc": 24.9949582,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 782.9422199268984,
        "availability": 22.17906223994349,
        "score": 43.40355551759922,
        "zero_downtime": 5.54364733602586,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 28690000,
        "heap_mib": 27.360916137695312,
        "mobile_score": 11478.417813473423,
        "mobile_throughput": 207055.33952132848,
        "mobile_availability": 5865.430609662291,
        "mobile_accuracy": 6610.1168447725595,
        "soft_acc_blocks": [
          24.9949582
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.592945127494133,
        "mobile_acc_per_sec": 2536.931155109026
      },
      "started": "2026-08-18T08:37:55.151310071+10:00",
      "ended": "2026-08-18T08:37:57.759868043+10:00"
    },
    {
      "cell": {
        "id": "binary|none|TweenSplitFastProxy|bicameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2144,
        "total_correct": 742,
        "total_train": 121,
        "infer_ms": 563.08859,
        "train_ms": 1785.712802,
        "blocked_train": 1785712802,
        "duration": 2618983325,
        "avg_accuracy": 32.8125,
        "soft_acc": 25.01528025,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 818.6382782715885,
        "availability": 23.973444154021518,
        "score": 49.09393599164315,
        "zero_downtime": 5.997024240705724,
        "weight_bytes": 1983,
        "weight_mib": 0.0018911361694335938,
        "heap_bytes": 24155776,
        "heap_mib": 23.0367431640625,
        "mobile_score": 25960.021697616343,
        "mobile_throughput": 432881.7202606703,
        "mobile_availability": 12676.741390442394,
        "mobile_accuracy": 13227.646244792739,
        "soft_acc_blocks": [
          25.01528025
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.117341952,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.551523299599474,
        "mobile_acc_per_sec": 5050.679826223307
      },
      "started": "2026-08-18T08:38:01.605000259+10:00",
      "ended": "2026-08-18T08:38:04.228358787+10:00"
    },
    {
      "cell": {
        "id": "int|none|TweenSplitFastProxy|bicameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 536,
        "total_correct": 221,
        "total_train": 41,
        "infer_ms": 791.761308,
        "train_ms": 1952.885004,
        "blocked_train": 1952885004,
        "duration": 2513017245,
        "avg_accuracy": 56.25,
        "soft_acc": 25.008606,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 213.28942372617902,
        "availability": 28.84748043994967,
        "score": 15.387451350922134,
        "zero_downtime": 7.21435272415408,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 25901816,
        "heap_mib": 24.70189666748047,
        "mobile_score": 127.18274835843523,
        "mobile_throughput": 1762.912810356775,
        "mobile_availability": 238.4346674375762,
        "mobile_accuracy": 206.70500729171397,
        "soft_acc_blocks": [
          25.008606
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073239398,
        "time_to_acc50_sec": 0.073239398,
        "acc_per_sec": 9.951625302117655,
        "mobile_acc_per_sec": 82.25371620627855
      },
      "started": "2026-08-18T08:38:08.047048844+10:00",
      "ended": "2026-08-18T08:38:10.563810407+10:00"
    },
    {
      "cell": {
        "id": "uint|none|TweenSplitFastProxy|bicameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 624,
        "total_correct": 193,
        "total_train": 43,
        "infer_ms": 968.2498,
        "train_ms": 1904.951933,
        "blocked_train": 1904951933,
        "duration": 2681515858,
        "avg_accuracy": 37.5,
        "soft_acc": 25.0012795,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 232.70419905903833,
        "availability": 33.69933231207612,
        "score": 19.60594371711152,
        "zero_downtime": 8.425264260975963,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 29043704,
        "heap_mib": 27.69823455810547,
        "mobile_score": 162.02454240971224,
        "mobile_throughput": 1923.079649384715,
        "mobile_availability": 278.49304150615944,
        "mobile_accuracy": 206.6118789838908,
        "soft_acc_blocks": [
          25.0012795
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073002158,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.323562053683741,
        "mobile_acc_per_sec": 77.05040354972638
      },
      "started": "2026-08-18T08:38:14.328949898+10:00",
      "ended": "2026-08-18T08:38:17.013678148+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|TweenSplitFastProxy|bicameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 632,
        "total_correct": 219,
        "total_train": 46,
        "infer_ms": 960.320227,
        "train_ms": 1940.843558,
        "blocked_train": 1940843558,
        "duration": 2626042377,
        "avg_accuracy": 31.25,
        "soft_acc": 25.0005595,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 240.66633712209892,
        "availability": 33.10120690066452,
        "score": 19.916311264830146,
        "zero_downtime": 8.27548692641874,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 25468496,
        "heap_mib": 24.288650512695312,
        "mobile_score": 164.58943602684764,
        "mobile_throughput": 1988.8791740025692,
        "mobile_availability": 273.5501018810189,
        "mobile_accuracy": 206.6059288663031,
        "soft_acc_blocks": [
          25.0005595
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.070928983,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.520242216563439,
        "mobile_acc_per_sec": 78.67577868348432
      },
      "started": "2026-08-18T08:38:20.908387701+10:00",
      "ended": "2026-08-18T08:38:23.537859502+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|TweenSplitFastProxy|bicameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 624,
        "total_correct": 184,
        "total_train": 46,
        "infer_ms": 868.550182,
        "train_ms": 1934.732265,
        "blocked_train": 1934732265,
        "duration": 2680951586,
        "avg_accuracy": 25,
        "soft_acc": 25.000376666666668,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 232.75317736379296,
        "availability": 30.983327524827178,
        "score": 18.028941448725043,
        "zero_downtime": 7.745948585073806,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 28838392,
        "heap_mib": 27.50243377685547,
        "mobile_score": 149.0156018140553,
        "mobile_throughput": 1923.7876443074204,
        "mobile_availability": 256.0882018750251,
        "mobile_accuracy": 206.63698893008788,
        "soft_acc_blocks": [
          25.000376666666668
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072084763,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.325187667401119,
        "mobile_acc_per_sec": 77.07598675378985
      },
      "started": "2026-08-18T08:38:27.341350823+10:00",
      "ended": "2026-08-18T08:38:30.025313395+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|TweenSplitFastProxy|bicameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 680,
        "total_correct": 285,
        "total_train": 45,
        "infer_ms": 993.663419,
        "train_ms": 1869.106913,
        "blocked_train": 1869106913,
        "duration": 2713765559,
        "avg_accuracy": 6.25,
        "soft_acc": 24.996021,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 250.57433489227947,
        "availability": 34.709854573133114,
        "score": 21.74003611472421,
        "zero_downtime": 8.676082538169814,
        "weight_bytes": 253728,
        "weight_mib": 0.241973876953125,
        "heap_bytes": 26128480,
        "heap_mib": 24.918060302734375,
        "mobile_score": 89.84455838154659,
        "mobile_throughput": 1035.54291912602,
        "mobile_availability": 143.44463547136158,
        "mobile_accuracy": 103.30049389935678,
        "soft_acc_blocks": [
          24.996021
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.210825495630074,
        "mobile_acc_per_sec": 38.06537140128721
      },
      "started": "2026-08-18T08:38:33.810337913+10:00",
      "ended": "2026-08-18T08:38:36.527274771+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|TweenSplitFastProxy|bicameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 528,
        "total_correct": 162,
        "total_train": 37,
        "infer_ms": 850.796188,
        "train_ms": 1978.966485,
        "blocked_train": 1978966485,
        "duration": 2541939240,
        "avg_accuracy": 56.25,
        "soft_acc": 25.001787,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 207.71542910679486,
        "availability": 30.065990908630518,
        "score": 15.614041519683248,
        "zero_downtime": 7.517035006415167,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 25738128,
        "heap_mib": 24.545791625976562,
        "mobile_score": 2064.889544777826,
        "mobile_throughput": 27469.468254645795,
        "mobile_availability": 3976.0974250230993,
        "mobile_accuracy": 3306.3783333726824,
        "soft_acc_blocks": [
          25.001787
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072386481,
        "time_to_acc50_sec": 0.072386481,
        "acc_per_sec": 9.83571385443501,
        "mobile_acc_per_sec": 1300.7306710339317
      },
      "started": "2026-08-18T08:38:40.219383038+10:00",
      "ended": "2026-08-18T08:38:42.771053673+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|TweenSplitFastProxy|bicameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 296,
        "total_correct": 118,
        "total_train": 20,
        "infer_ms": 1000.515286,
        "train_ms": 1961.86463,
        "blocked_train": 1961864630,
        "duration": 3179783422,
        "avg_accuracy": 62.5,
        "soft_acc": 24.999556,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 93.08810089141977,
        "availability": 33.774036901754364,
        "score": 7.859762794686225,
        "zero_downtime": 8.443359268714747,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 25836760,
        "heap_mib": 24.639854431152344,
        "mobile_score": 692.9173223642932,
        "mobile_throughput": 8206.654488004151,
        "mobile_availability": 2977.521819261307,
        "mobile_accuracy": 2203.962874748276,
        "soft_acc_blocks": [
          24.999556
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.074207105,
        "time_to_acc50_sec": 0.074207105,
        "acc_per_sec": 7.862031051245602,
        "mobile_acc_per_sec": 693.1172920456456
      },
      "started": "2026-08-18T08:38:46.883067459+10:00",
      "ended": "2026-08-18T08:38:50.072580141+10:00"
    },
    {
      "cell": {
        "id": "int6|none|TweenSplitFastProxy|bicameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 280,
        "total_correct": 37,
        "total_train": 20,
        "infer_ms": 1098.722518,
        "train_ms": 1917.435668,
        "blocked_train": 1917435668,
        "duration": 2769154349,
        "avg_accuracy": 0,
        "soft_acc": 24.992828257381916,
        "adapt_pct": 0,
        "stability": 75.00717174261808,
        "consistency": 0,
        "throughput": 101.11390146999712,
        "availability": 36.42788110716153,
        "score": 9.205771337871075,
        "zero_downtime": 9.104357762916155,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 48629152,
        "heap_mib": 46.376373291015625,
        "mobile_score": 811.5815441718094,
        "mobile_throughput": 8914.209714797687,
        "mobile_availability": 3211.484938609636,
        "mobile_accuracy": 2203.36975641605,
        "soft_acc_blocks": [
          0
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.025437049548124,
        "mobile_acc_per_sec": 795.683258757943
      },
      "started": "2026-08-18T08:38:54.218761804+10:00",
      "ended": "2026-08-18T08:38:57.026154913+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|TweenSplitFastProxy|bicameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 312,
        "total_correct": 23,
        "total_train": 21,
        "infer_ms": 1045.737425,
        "train_ms": 1992.635217,
        "blocked_train": 1992635217,
        "duration": 2872730535,
        "avg_accuracy": 0,
        "soft_acc": 24.997591,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 108.60747160192663,
        "availability": 34.417681707127485,
        "score": 9.344142983138578,
        "zero_downtime": 8.603591304829546,
        "weight_bytes": 11914,
        "weight_mib": 0.011362075805664062,
        "heap_bytes": 25383448,
        "heap_mib": 24.207542419433594,
        "mobile_score": 822.3975216289674,
        "mobile_throughput": 9558.770198292917,
        "mobile_availability": 3029.171983694218,
        "mobile_accuracy": 2200.0901444028873,
        "soft_acc_blocks": [
          24.997591
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.70168318797781,
        "mobile_acc_per_sec": 765.8532944869079
      },
      "started": "2026-08-18T08:39:00.909359734+10:00",
      "ended": "2026-08-18T08:39:03.786858076+10:00"
    },
    {
      "cell": {
        "id": "int5|none|TweenSplitFastProxy|bicameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 66,
        "total_train": 25,
        "infer_ms": 976.392552,
        "train_ms": 1959.170568,
        "blocked_train": 1959170568,
        "duration": 2689244333,
        "avg_accuracy": 31.25,
        "soft_acc": 24.998937,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 121.96734821565951,
        "availability": 33.260826358930416,
        "score": 10.141405745242407,
        "zero_downtime": 8.31485302714841,
        "weight_bytes": 9912,
        "weight_mib": 0.00945281982421875,
        "heap_bytes": 30729160,
        "heap_mib": 29.30561065673828,
        "mobile_score": 1072.844498660543,
        "mobile_throughput": 12902.747591059664,
        "mobile_availability": 3518.6142312491747,
        "mobile_accuracy": 2644.6010253946733,
        "soft_acc_blocks": [
          24.998937
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072468044,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.295896506403459,
        "mobile_acc_per_sec": 983.3993114506168
      },
      "started": "2026-08-18T08:39:07.901888782+10:00",
      "ended": "2026-08-18T08:39:10.596244724+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|TweenSplitFastProxy|bicameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 312,
        "total_correct": 52,
        "total_train": 22,
        "infer_ms": 949.333213,
        "train_ms": 1958.457601,
        "blocked_train": 1958457601,
        "duration": 2771385022,
        "avg_accuracy": 31.25,
        "soft_acc": 25.0006475,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 112.57908862293043,
        "availability": 32.64791980321594,
        "score": 9.188920629081865,
        "zero_downtime": 8.162191346084711,
        "weight_bytes": 9932,
        "weight_mib": 0.009471893310546875,
        "heap_bytes": 27150920,
        "heap_mib": 25.89313507080078,
        "mobile_score": 970.125013850196,
        "mobile_throughput": 11885.595089798418,
        "mobile_availability": 3446.820897661796,
        "mobile_accuracy": 2639.4561974385824,
        "soft_acc_blocks": [
          25.0006475
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.068914246,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.020993944016487,
        "mobile_acc_per_sec": 952.3960678454523
      },
      "started": "2026-08-18T08:39:14.726097236+10:00",
      "ended": "2026-08-18T08:39:17.524544884+10:00"
    },
    {
      "cell": {
        "id": "int3|none|TweenSplitFastProxy|bicameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 376,
        "total_correct": 135,
        "total_train": 29,
        "infer_ms": 920.68777,
        "train_ms": 1963.343009,
        "blocked_train": 1963343009,
        "duration": 2665308474,
        "avg_accuracy": 37.5,
        "soft_acc": 25.0008825,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 141.07185103257956,
        "availability": 31.92364577742948,
        "score": 11.259216940154408,
        "zero_downtime": 7.9811931705313555,
        "weight_bytes": 5947,
        "weight_mib": 0.005671501159667969,
        "heap_bytes": 25768936,
        "heap_mib": 24.575172424316406,
        "mobile_score": 1985.22694841758,
        "mobile_throughput": 24873.811546719044,
        "mobile_availability": 5628.782376780544,
        "mobile_accuracy": 4408.159638190684,
        "soft_acc_blocks": [
          25.0008825
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071314295,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.380108435433579,
        "mobile_acc_per_sec": 1653.9022335283673
      },
      "started": "2026-08-18T08:39:21.734750951+10:00",
      "ended": "2026-08-18T08:39:24.404269732+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|TweenSplitFastProxy|bicameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 400,
        "total_correct": 181,
        "total_train": 31,
        "infer_ms": 932.993544,
        "train_ms": 1955.355728,
        "blocked_train": 1955355728,
        "duration": 2741648960,
        "avg_accuracy": 25,
        "soft_acc": 25.002797,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 145.89759879397542,
        "availability": 32.301964068007635,
        "score": 11.78326564891355,
        "zero_downtime": 8.07639450293689,
        "weight_bytes": 5967,
        "weight_mib": 0.005690574645996094,
        "heap_bytes": 26950352,
        "heap_mib": 25.701858520507812,
        "mobile_score": 2070.6635765167043,
        "mobile_throughput": 25638.46498290457,
        "mobile_availability": 5676.397565707252,
        "mobile_accuracy": 4393.72094303201,
        "soft_acc_blocks": [
          25.002797
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071140545,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.119620113583032,
        "mobile_acc_per_sec": 1602.5833383979289
      },
      "started": "2026-08-18T08:39:28.353345673+10:00",
      "ended": "2026-08-18T08:39:31.099079629+10:00"
    },
    {
      "cell": {
        "id": "float64|none|TweenSplitFastProxy|tricameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1112,
        "total_correct": 362,
        "total_train": 81,
        "infer_ms": 748.816295,
        "train_ms": 1876.515814,
        "blocked_train": 1876515814,
        "duration": 2839053798,
        "avg_accuracy": 52.5,
        "soft_acc": 25.0033866,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 391.6797916204897,
        "availability": 28.522726417467513,
        "score": 27.933222282609034,
        "zero_downtime": 7.1316475550197325,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 27770512,
        "heap_mib": 26.484024047851562,
        "mobile_score": 173.99787620122285,
        "mobile_throughput": 2439.7991468149808,
        "mobile_availability": 177.66993617480762,
        "mobile_accuracy": 155.74773730801255,
        "soft_acc_blocks": [
          25.0033866
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072644189,
        "time_to_acc50_sec": 0.072644189,
        "acc_per_sec": 8.806943573106604,
        "mobile_acc_per_sec": 54.85902994079597
      },
      "started": "2026-08-18T08:39:34.984787047+10:00",
      "ended": "2026-08-18T08:39:37.827211675+10:00"
    },
    {
      "cell": {
        "id": "float32|none|TweenSplitFastProxy|tricameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2312,
        "total_correct": 312,
        "total_train": 111,
        "infer_ms": 675.882567,
        "train_ms": 1827.3778,
        "blocked_train": 1827377800,
        "duration": 2744255154,
        "avg_accuracy": 6.944444444444445,
        "soft_acc": 24.997476666666667,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 842.4872580197402,
        "availability": 27.000090598246587,
        "score": 56.862340851054384,
        "zero_downtime": 6.749341347275552,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 27448344,
        "heap_mib": 26.176780700683594,
        "mobile_score": 708.3985115511264,
        "mobile_throughput": 10495.816926448379,
        "mobile_availability": 336.37067530590025,
        "mobile_accuracy": 311.42184789025123,
        "soft_acc_blocks": [
          24.997476666666667
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.109020577124756,
        "mobile_acc_per_sec": 113.4813748773782
      },
      "started": "2026-08-18T08:39:41.777476988+10:00",
      "ended": "2026-08-18T08:39:44.524612764+10:00"
    },
    {
      "cell": {
        "id": "float16|none|TweenSplitFastProxy|tricameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 608,
        "total_correct": 160,
        "total_train": 49,
        "infer_ms": 833.753131,
        "train_ms": 1956.791662,
        "blocked_train": 1956791662,
        "duration": 2859754347,
        "avg_accuracy": 12.5,
        "soft_acc": 24.9968845,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 212.605673853706,
        "availability": 29.877790641148113,
        "score": 15.878490507190122,
        "zero_downtime": 7.468516817719603,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 26979072,
        "heap_mib": 25.729248046875,
        "mobile_score": 395.6326409577842,
        "mobile_throughput": 5297.338823943152,
        "mobile_availability": 744.4428808889963,
        "mobile_accuracy": 622.8289412002662,
        "soft_acc_blocks": [
          24.9968845
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.74092018645684,
        "mobile_acc_per_sec": 217.79106371623817
      },
      "started": "2026-08-18T08:39:48.562643187+10:00",
      "ended": "2026-08-18T08:39:51.426101748+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|TweenSplitFastProxy|tricameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 848,
        "total_correct": 371,
        "total_train": 59,
        "infer_ms": 779.512094,
        "train_ms": 1864.295513,
        "blocked_train": 1864295513,
        "duration": 2748709470,
        "avg_accuracy": 34.375,
        "soft_acc": 24.99977575,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 308.5084143141545,
        "availability": 29.48444856335569,
        "score": 22.740297200724676,
        "zero_downtime": 7.3710460219630205,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 30052800,
        "heap_mib": 28.66058349609375,
        "mobile_score": 566.6032192174479,
        "mobile_throughput": 7686.876700120684,
        "mobile_availability": 734.6422663427729,
        "mobile_accuracy": 622.9009803448341,
        "soft_acc_blocks": [
          24.99977575
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.084715894,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.095095725049472,
        "mobile_acc_per_sec": 226.61579448221354
      },
      "started": "2026-08-18T08:39:55.371993888+10:00",
      "ended": "2026-08-18T08:39:58.12390299+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|TweenSplitFastProxy|tricameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 712,
        "total_correct": 181,
        "total_train": 49,
        "infer_ms": 907.769871,
        "train_ms": 1950.389324,
        "blocked_train": 1950389324,
        "duration": 2873259122,
        "avg_accuracy": 16.666666666666668,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 247.8022238051386,
        "availability": 31.760647643001562,
        "score": 19.67589778856805,
        "zero_downtime": 7.9401619107503905,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 27376904,
        "heap_mib": 26.10865020751953,
        "mobile_score": 980.4996768152045,
        "mobile_throughput": 12348.610618225312,
        "mobile_availability": 1582.7132811951337,
        "mobile_accuracy": 1245.813135633495,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.70092077967481,
        "mobile_acc_per_sec": 433.5888559770123
      },
      "started": "2026-08-18T08:40:02.09595286+10:00",
      "ended": "2026-08-18T08:40:04.973397342+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|TweenSplitFastProxy|tricameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 624,
        "total_correct": 100,
        "total_train": 52,
        "infer_ms": 797.507693,
        "train_ms": 1934.267829,
        "blocked_train": 1934267829,
        "duration": 2721951479,
        "avg_accuracy": 8.333333333333334,
        "soft_acc": 24.998856,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 229.24728997345952,
        "availability": 29.193749141442083,
        "score": 16.73070405504864,
        "zero_downtime": 7.298103308870343,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 50177408,
        "heap_mib": 47.8529052734375,
        "mobile_score": 833.733235207047,
        "mobile_throughput": 11423.971406292667,
        "mobile_availability": 1454.7982463519045,
        "mobile_accuracy": 1245.7561272244084,
        "soft_acc_blocks": [
          24.998856
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.18416665134096,
        "mobile_acc_per_sec": 457.6702181635062
      },
      "started": "2026-08-18T08:40:08.907885951+10:00",
      "ended": "2026-08-18T08:40:11.634708466+10:00"
    },
    {
      "cell": {
        "id": "int64|none|TweenSplitFastProxy|tricameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 560,
        "total_correct": 140,
        "total_train": 45,
        "infer_ms": 844.179992,
        "train_ms": 1935.822414,
        "blocked_train": 1935822414,
        "duration": 2743727443,
        "avg_accuracy": 31.25,
        "soft_acc": 25.000104,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 204.10190575915743,
        "availability": 30.366160481661105,
        "score": 15.494542519267352,
        "zero_downtime": 7.591571701222177,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 26105896,
        "heap_mib": 24.896522521972656,
        "mobile_score": 96.51652300567486,
        "mobile_throughput": 1271.3641760129399,
        "mobile_availability": 189.1528080340407,
        "mobile_accuracy": 155.7272897770174,
        "soft_acc_blocks": [
          25.000104
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072742002,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.111730126030597,
        "mobile_acc_per_sec": 56.75756539678179
      },
      "started": "2026-08-18T08:40:15.866756897+10:00",
      "ended": "2026-08-18T08:40:18.614585429+10:00"
    },
    {
      "cell": {
        "id": "int32|none|TweenSplitFastProxy|tricameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 592,
        "total_correct": 206,
        "total_train": 42,
        "infer_ms": 909.470961,
        "train_ms": 1926.05555,
        "blocked_train": 1926055550,
        "duration": 2805332269,
        "avg_accuracy": 31.25,
        "soft_acc": 25.001196,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 211.02669603234796,
        "availability": 32.074147692565866,
        "score": 16.92206305180864,
        "zero_downtime": 8.01892052994787,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 28723240,
        "heap_mib": 27.392616271972656,
        "mobile_score": 210.8172843196143,
        "mobile_throughput": 2628.9982988643583,
        "mobile_availability": 399.5839450964731,
        "mobile_accuracy": 311.4681838334759,
        "soft_acc_blocks": [
          25.001196
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.070950962,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.912026670164112,
        "mobile_acc_per_sec": 111.02719890806486
      },
      "started": "2026-08-18T08:40:22.625978377+10:00",
      "ended": "2026-08-18T08:40:25.43541283+10:00"
    },
    {
      "cell": {
        "id": "int16|none|TweenSplitFastProxy|tricameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 552,
        "total_correct": 212,
        "total_train": 44,
        "infer_ms": 844.789729,
        "train_ms": 1934.164131,
        "blocked_train": 1934164131,
        "duration": 2856448357,
        "avg_accuracy": 50,
        "soft_acc": 25.004262,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 193.24697351775018,
        "availability": 30.39955938671108,
        "score": 14.689060883645288,
        "zero_downtime": 7.6011854758988315,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 29547120,
        "heap_mib": 28.178329467773438,
        "mobile_score": 365.996499979309,
        "mobile_throughput": 4814.992360596626,
        "mobile_availability": 757.4434080287035,
        "mobile_accuracy": 623.0127609284289,
        "soft_acc_blocks": [
          25.004262
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.074490489,
        "time_to_acc50_sec": 0.074490489,
        "acc_per_sec": 8.75361948649436,
        "mobile_acc_per_sec": 218.10748281224005
      },
      "started": "2026-08-18T08:40:29.447716401+10:00",
      "ended": "2026-08-18T08:40:32.308392097+10:00"
    },
    {
      "cell": {
        "id": "int8|none|TweenSplitFastProxy|tricameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1784,
        "total_correct": 441,
        "total_train": 97,
        "infer_ms": 486.70399,
        "train_ms": 1826.45524,
        "blocked_train": 1826455240,
        "duration": 2706702587,
        "avg_accuracy": 23.214285714285715,
        "soft_acc": 24.998082571428572,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 659.1045534771198,
        "availability": 21.040660914640103,
        "score": 34.667329453454286,
        "zero_downtime": 5.259761789016031,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 40325824,
        "heap_mib": 38.45770263671875,
        "mobile_score": 1727.560576417892,
        "mobile_throughput": 32844.84441910581,
        "mobile_availability": 1048.5092699947563,
        "mobile_accuracy": 1245.717585325458,
        "soft_acc_blocks": [
          24.998082571428572
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.23562222591121,
        "mobile_acc_per_sec": 460.2343793915537
      },
      "started": "2026-08-18T08:40:36.325786756+10:00",
      "ended": "2026-08-18T08:40:39.038807045+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|TweenSplitFastProxy|tricameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 648,
        "total_correct": 72,
        "total_train": 40,
        "infer_ms": 1011.528034,
        "train_ms": 1923.687579,
        "blocked_train": 1923687579,
        "duration": 2844968161,
        "avg_accuracy": 12.5,
        "soft_acc": 24.997674,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 227.77056308856174,
        "availability": 34.46179658897856,
        "score": 19.621631268845242,
        "zero_downtime": 8.61464756585598,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 26135344,
        "heap_mib": 24.924606323242188,
        "mobile_score": 122.20700658921756,
        "mobile_throughput": 1418.5955450294116,
        "mobile_availability": 214.63419351440234,
        "mobile_accuracy": 155.6899561191732,
        "soft_acc_blocks": [
          24.997674
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.78662697975972,
        "mobile_acc_per_sec": 54.724674340273985
      },
      "started": "2026-08-18T08:40:43.19983201+10:00",
      "ended": "2026-08-18T08:40:46.04906928+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|TweenSplitFastProxy|tricameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 536,
        "total_correct": 161,
        "total_train": 38,
        "infer_ms": 808.492323,
        "train_ms": 1958.08343,
        "blocked_train": 1958083430,
        "duration": 2925095623,
        "avg_accuracy": 12.5,
        "soft_acc": 24.997411,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 183.24187277347002,
        "availability": 29.223574381554265,
        "score": 13.38606984205807,
        "zero_downtime": 7.3051369970478275,
        "weight_bytes": 84192,
        "weight_mib": 0.080291748046875,
        "heap_bytes": 28850592,
        "heap_mib": 27.514068603515625,
        "mobile_score": 166.71787783525613,
        "mobile_throughput": 2282.200565199949,
        "mobile_availability": 363.96734524316616,
        "mobile_accuracy": 311.3322552824021,
        "soft_acc_blocks": [
          24.997411
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.545844041283843,
        "mobile_acc_per_sec": 106.43489834465564
      },
      "started": "2026-08-18T08:40:50.012674154+10:00",
      "ended": "2026-08-18T08:40:52.941805709+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|TweenSplitFastProxy|tricameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 600,
        "total_correct": 106,
        "total_train": 45,
        "infer_ms": 891.456715,
        "train_ms": 1891.842243,
        "blocked_train": 1891842243,
        "duration": 2721282101,
        "avg_accuracy": 6.25,
        "soft_acc": 24.997412,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 220.48430766494798,
        "availability": 32.02878053892477,
        "score": 17.652781151095027,
        "zero_downtime": 8.006366229890846,
        "weight_bytes": 42108,
        "weight_mib": 0.040157318115234375,
        "heap_bytes": 27980376,
        "heap_mib": 26.684165954589844,
        "mobile_score": 439.59063950533437,
        "mobile_throughput": 5490.513759715031,
        "mobile_availability": 797.5826584588102,
        "mobile_accuracy": 622.487087615465,
        "soft_acc_blocks": [
          24.997412
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.185895130392437,
        "mobile_acc_per_sec": 228.747724238776
      },
      "started": "2026-08-18T08:40:56.960700572+10:00",
      "ended": "2026-08-18T08:40:59.686090064+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|TweenSplitFastProxy|tricameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1072,
        "total_correct": 311,
        "total_train": 75,
        "infer_ms": 675.145685,
        "train_ms": 1889.307508,
        "blocked_train": 1889307508,
        "duration": 2749385558,
        "avg_accuracy": 12.5,
        "soft_acc": 24.99857075,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 389.9052997062407,
        "availability": 26.32708161111677,
        "score": 25.661204479996634,
        "zero_downtime": 6.581394122965265,
        "weight_bytes": 21066,
        "weight_mib": 0.020090103149414062,
        "heap_bytes": 28476008,
        "heap_mib": 27.156837463378906,
        "mobile_score": 1277.3057604109442,
        "mobile_throughput": 19407.82965654472,
        "mobile_availability": 1310.4502956165566,
        "mobile_accuracy": 1244.3226679365803,
        "soft_acc_blocks": [
          24.99857075
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.092420914651505,
        "mobile_acc_per_sec": 452.5820921390685
      },
      "started": "2026-08-18T08:41:04.132203769+10:00",
      "ended": "2026-08-18T08:41:06.885522969+10:00"
    },
    {
      "cell": {
        "id": "int4|none|TweenSplitFastProxy|tricameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1608,
        "total_correct": 584,
        "total_train": 85,
        "infer_ms": 537.100178,
        "train_ms": 1839.230124,
        "blocked_train": 1839230124,
        "duration": 2875833384,
        "avg_accuracy": 45.833333333333336,
        "soft_acc": 25.003452,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 559.1422677496813,
        "availability": 22.602084295603113,
        "score": 31.598814234169364,
        "zero_downtime": 5.6513012978506625,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 25868936,
        "heap_mib": 24.67053985595703,
        "mobile_score": 3149.2974274696676,
        "mobile_throughput": 55726.94254803629,
        "mobile_availability": 2252.637880652631,
        "mobile_accuracy": 2491.9703150225264,
        "soft_acc_blocks": [
          25.003452
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.091795938,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.694332619931782,
        "mobile_acc_per_sec": 866.5211026782233
      },
      "started": "2026-08-18T08:41:10.88798863+10:00",
      "ended": "2026-08-18T08:41:13.767967843+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|TweenSplitFastProxy|tricameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 560,
        "total_correct": 128,
        "total_train": 36,
        "infer_ms": 951.922679,
        "train_ms": 2016.532006,
        "blocked_train": 2016532006,
        "duration": 2936703836,
        "avg_accuracy": 50,
        "soft_acc": 25.002016,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 190.68998144625982,
        "availability": 32.06795386873154,
        "score": 15.28882661218553,
        "zero_downtime": 8.017634957132879,
        "weight_bytes": 10545,
        "weight_mib": 0.010056495666503906,
        "heap_bytes": 26393480,
        "heap_mib": 25.17078399658203,
        "mobile_score": 1520.2936608533953,
        "mobile_throughput": 18961.871786153944,
        "mobile_availability": 3188.7801608211516,
        "mobile_accuracy": 2486.1558965591275,
        "soft_acc_blocks": [
          25.002016
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072272367,
        "time_to_acc50_sec": 0.072272367,
        "acc_per_sec": 8.513632084212663,
        "mobile_acc_per_sec": 846.580396048874
      },
      "started": "2026-08-18T08:41:17.801939457+10:00",
      "ended": "2026-08-18T08:41:20.756671919+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|TweenSplitFastProxy|tricameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 704,
        "total_correct": 185,
        "total_train": 53,
        "infer_ms": 643.058494,
        "train_ms": 1910.94061,
        "blocked_train": 1910940610,
        "duration": 2701626965,
        "avg_accuracy": 31.25,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 260.5837183002798,
        "availability": 25.178493328085366,
        "score": 16.40276353157818,
        "zero_downtime": 6.294623332021342,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 25459616,
        "heap_mib": 24.280181884765625,
        "mobile_score": 1634.7822614664121,
        "mobile_throughput": 25971.089535256557,
        "mobile_availability": 2509.415817887125,
        "mobile_accuracy": 2491.62627126699,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071713565,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.253683178276983,
        "mobile_acc_per_sec": 922.2688045190539
      },
      "started": "2026-08-18T08:41:25.007707039+10:00",
      "ended": "2026-08-18T08:41:27.72112498+10:00"
    },
    {
      "cell": {
        "id": "int2|none|TweenSplitFastProxy|tricameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1504,
        "total_correct": 311,
        "total_train": 85,
        "infer_ms": 623.103249,
        "train_ms": 1865.256343,
        "blocked_train": 1865256343,
        "duration": 3193243339,
        "avg_accuracy": 20.833333333333332,
        "soft_acc": 25.001692833333333,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 470.99448439497706,
        "availability": 25.040723655988383,
        "score": 29.487103352939727,
        "zero_downtime": 6.260604811714053,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 49417736,
        "heap_mib": 47.12842559814453,
        "mobile_score": 5877.10870279645,
        "mobile_throughput": 93874.45589601739,
        "mobile_availability": 4990.895618380854,
        "mobile_accuracy": 4983.116339936387,
        "soft_acc_blocks": [
          25.001692833333333
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.829560787923821,
        "mobile_acc_per_sec": 1560.5188239418378
      },
      "started": "2026-08-18T08:41:31.775213914+10:00",
      "ended": "2026-08-18T08:41:34.975609432+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|TweenSplitFastProxy|tricameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 496,
        "total_correct": 50,
        "total_train": 39,
        "infer_ms": 849.082378,
        "train_ms": 2008.995034,
        "blocked_train": 2008995034,
        "duration": 2699759101,
        "avg_accuracy": 25,
        "soft_acc": 25.0012225,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 183.72009555085114,
        "availability": 29.70816586125414,
        "score": 13.645634915594751,
        "zero_downtime": 7.427404647641189,
        "weight_bytes": 5285,
        "weight_mib": 0.005040168762207031,
        "heap_bytes": 26044960,
        "heap_mib": 24.838409423828125,
        "mobile_score": 2707.376589830593,
        "mobile_throughput": 36451.1793590027,
        "mobile_availability": 5894.279986022786,
        "mobile_accuracy": 4960.3939232090825,
        "soft_acc_blocks": [
          25.0012225
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073613875,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.26053827941147,
        "mobile_acc_per_sec": 1837.346866011762
      },
      "started": "2026-08-18T08:41:39.022500092+10:00",
      "ended": "2026-08-18T08:41:41.726868615+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|TweenSplitFastProxy|tricameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1456,
        "total_correct": 331,
        "total_train": 86,
        "infer_ms": 449.509025,
        "train_ms": 1890.667826,
        "blocked_train": 1890667826,
        "duration": 3032675498,
        "avg_accuracy": 25,
        "soft_acc": 25.00248283333333,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 480.104119600072,
        "availability": 19.208335678045728,
        "score": 23.057292393397542,
        "zero_downtime": 4.802560830472425,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 27036872,
        "heap_mib": 25.78437042236328,
        "mobile_score": 4595.575637464212,
        "mobile_throughput": 95690.10783382723,
        "mobile_availability": 3828.4356190728904,
        "mobile_accuracy": 4983.273795750871,
        "soft_acc_blocks": [
          25.00248283333333
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072800908,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.244364703649323,
        "mobile_acc_per_sec": 1643.1938725515668
      },
      "started": "2026-08-18T08:41:45.788067331+10:00",
      "ended": "2026-08-18T08:41:48.824829751+10:00"
    },
    {
      "cell": {
        "id": "binary|none|TweenSplitFastProxy|tricameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1776,
        "total_correct": 385,
        "total_train": 97,
        "infer_ms": 594.813287,
        "train_ms": 1821.203267,
        "blocked_train": 1821203267,
        "duration": 2849772212,
        "avg_accuracy": 7.142857142857143,
        "soft_acc": 24.966218857142856,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 623.2077049953352,
        "availability": 24.619586567617535,
        "score": 38.30595930735592,
        "zero_downtime": 6.1465798641951395,
        "weight_bytes": 2631,
        "weight_mib": 0.0025091171264648438,
        "heap_bytes": 30432248,
        "heap_mib": 29.02245330810547,
        "mobile_score": 15266.708318764744,
        "mobile_throughput": 248377.28714298314,
        "mobile_availability": 9812.051541134977,
        "mobile_accuracy": 9950.200647794538,
        "soft_acc_blocks": [
          24.966218857142856
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.760777002461296,
        "mobile_acc_per_sec": 3491.577539389151
      },
      "started": "2026-08-18T08:41:53.073069975+10:00",
      "ended": "2026-08-18T08:41:55.927201609+10:00"
    },
    {
      "cell": {
        "id": "int|none|TweenSplitFastProxy|tricameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 496,
        "total_correct": 140,
        "total_train": 37,
        "infer_ms": 941.876753,
        "train_ms": 1932.497932,
        "blocked_train": 1932497932,
        "duration": 2821693650,
        "avg_accuracy": 37.5,
        "soft_acc": 25.001023,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 175.78095340009713,
        "availability": 32.76805762015679,
        "score": 14.40059027189309,
        "zero_downtime": 8.192349622268651,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 27233984,
        "heap_mib": 25.97235107421875,
        "mobile_score": 89.70222260800168,
        "mobile_throughput": 1094.9511037001014,
        "mobile_availability": 204.11438306193284,
        "mobile_accuracy": 155.73301428837564,
        "soft_acc_blocks": [
          25.001023
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.07182393,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.860289634914832,
        "mobile_acc_per_sec": 55.191326063471
      },
      "started": "2026-08-18T08:41:59.995327296+10:00",
      "ended": "2026-08-18T08:42:02.821053024+10:00"
    },
    {
      "cell": {
        "id": "uint|none|TweenSplitFastProxy|tricameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 440,
        "total_correct": 127,
        "total_train": 33,
        "infer_ms": 885.226034,
        "train_ms": 1944.972032,
        "blocked_train": 1944972032,
        "duration": 2877863534,
        "avg_accuracy": 31.25,
        "soft_acc": 25.00113,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 152.89119682073155,
        "availability": 31.27788279677243,
        "score": 11.955822715804402,
        "zero_downtime": 7.819824139268711,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 25641528,
        "heap_mib": 24.45366668701172,
        "mobile_score": 74.46298859614704,
        "mobile_throughput": 952.2335447701081,
        "mobile_availability": 194.80421258914498,
        "mobile_accuracy": 155.71148070135425,
        "soft_acc_blocks": [
          25.00113
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071932575,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.687392471751581,
        "mobile_acc_per_sec": 54.106624188996115
      },
      "started": "2026-08-18T08:42:07.033888287+10:00",
      "ended": "2026-08-18T08:42:09.915877806+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|TweenSplitFastProxy|tricameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 440,
        "total_correct": 179,
        "total_train": 34,
        "infer_ms": 829.974333,
        "train_ms": 2004.190456,
        "blocked_train": 2004190456,
        "duration": 2844963988,
        "avg_accuracy": 37.5,
        "soft_acc": 25.0019465,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 154.65925117362153,
        "availability": 29.28461803707773,
        "score": 11.323724337835767,
        "zero_downtime": 7.321724534359524,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 28803320,
        "heap_mib": 27.46898651123047,
        "mobile_score": 70.52616756516083,
        "mobile_throughput": 963.2453014886634,
        "mobile_availability": 182.38980543387277,
        "mobile_accuracy": 155.71656600845807,
        "soft_acc_blocks": [
          25.0019465
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073201741,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.788141644483972,
        "mobile_acc_per_sec": 54.73410794135439
      },
      "started": "2026-08-18T08:42:14.054662057+10:00",
      "ended": "2026-08-18T08:42:16.904510726+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|TweenSplitFastProxy|tricameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 480,
        "total_correct": 106,
        "total_train": 40,
        "infer_ms": 856.539818,
        "train_ms": 1952.685563,
        "blocked_train": 1952685563,
        "duration": 2923373482,
        "avg_accuracy": 12.5,
        "soft_acc": 24.995952,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 164.19386813059967,
        "availability": 30.490249155270604,
        "score": 12.51375331759709,
        "zero_downtime": 7.621328043531845,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 30262440,
        "heap_mib": 28.860511779785156,
        "mobile_score": 77.9489912956984,
        "mobile_throughput": 1022.7743885378748,
        "mobile_availability": 189.92576453187095,
        "mobile_accuracy": 155.70142669632165,
        "soft_acc_blocks": [
          24.995952
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.550379263514165,
        "mobile_acc_per_sec": 53.26087400567097
      },
      "started": "2026-08-18T08:42:21.592007016+10:00",
      "ended": "2026-08-18T08:42:24.518826223+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|TweenSplitFastProxy|tricameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 520,
        "total_correct": 115,
        "total_train": 34,
        "infer_ms": 937.844519,
        "train_ms": 1984.549537,
        "blocked_train": 1984549537,
        "duration": 2879304208,
        "avg_accuracy": 12.5,
        "soft_acc": 24.9984185,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 180.59918731588226,
        "availability": 32.091651605795626,
        "score": 14.488398904979322,
        "zero_downtime": 8.02240537197876,
        "weight_bytes": 336672,
        "weight_mib": 0.321075439453125,
        "heap_bytes": 26245240,
        "heap_mib": 25.02941131591797,
        "mobile_score": 45.12459417530296,
        "mobile_throughput": 562.4820996071504,
        "mobile_availability": 99.95050278668482,
        "mobile_accuracy": 77.85839534340842,
        "soft_acc_blocks": [
          24.9984185
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.682103971696762,
        "mobile_acc_per_sec": 27.040697932188905
      },
      "started": "2026-08-18T08:42:28.765457174+10:00",
      "ended": "2026-08-18T08:42:31.648822472+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|TweenSplitFastProxy|tricameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 392,
        "total_correct": 44,
        "total_train": 29,
        "infer_ms": 836.681297,
        "train_ms": 1941.069692,
        "blocked_train": 1941069692,
        "duration": 2786782280,
        "avg_accuracy": 6.25,
        "soft_acc": 24.998785,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 140.66402058505986,
        "availability": 30.120817175956006,
        "score": 10.591773332991208,
        "zero_downtime": 7.529838326060315,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 27657920,
        "heap_mib": 26.37664794921875,
        "mobile_score": 1055.6296278314408,
        "mobile_throughput": 14019.286764471031,
        "mobile_availability": 3001.9927755056788,
        "mobile_accuracy": 2491.5051782302066,
        "soft_acc_blocks": [
          24.998785
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.970483693473177,
        "mobile_acc_per_sec": 894.0437134651963
      },
      "started": "2026-08-18T08:42:35.929565676+10:00",
      "ended": "2026-08-18T08:42:38.729230129+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|TweenSplitFastProxy|tricameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 232,
        "total_correct": 108,
        "total_train": 16,
        "infer_ms": 1025.728365,
        "train_ms": 1972.308184,
        "blocked_train": 1972308184,
        "duration": 2825069898,
        "avg_accuracy": 75,
        "soft_acc": 25.010634,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 82.12186189242388,
        "availability": 34.21333757062212,
        "score": 7.027145252749734,
        "zero_downtime": 8.556972638972791,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 27009448,
        "heap_mib": 25.758216857910156,
        "mobile_score": 466.89240023744173,
        "mobile_throughput": 5456.280158136501,
        "mobile_availability": 2273.1773321792334,
        "mobile_accuracy": 1661.7380913182105,
        "soft_acc_blocks": [
          25.010634
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.077689644,
        "time_to_acc50_sec": 0.077689644,
        "acc_per_sec": 8.853102720646383,
        "mobile_acc_per_sec": 588.2113191233368
      },
      "started": "2026-08-18T08:42:42.862548306+10:00",
      "ended": "2026-08-18T08:42:45.694178765+10:00"
    },
    {
      "cell": {
        "id": "int6|none|TweenSplitFastProxy|tricameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 208,
        "total_correct": 85,
        "total_train": 16,
        "infer_ms": 964.138907,
        "train_ms": 2004.73241,
        "blocked_train": 2004732410,
        "duration": 2843314055,
        "avg_accuracy": 37.5,
        "soft_acc": 25.003063,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 73.15407161380209,
        "availability": 32.474930842548204,
        "score": 5.939911210040081,
        "zero_downtime": 8.11972741776876,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 27696968,
        "heap_mib": 26.41388702392578,
        "mobile_score": 394.6551981357868,
        "mobile_throughput": 4860.448852902936,
        "mobile_availability": 2157.6753949534805,
        "mobile_accuracy": 1661.2350645221138,
        "soft_acc_blocks": [
          25.003063
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.094536175,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.79363394839618,
        "mobile_acc_per_sec": 584.2601388337011
      },
      "started": "2026-08-18T08:42:49.842061952+10:00",
      "ended": "2026-08-18T08:42:52.70901565+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|TweenSplitFastProxy|tricameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 232,
        "total_correct": 46,
        "total_train": 17,
        "infer_ms": 1105.685735,
        "train_ms": 2081.33671,
        "blocked_train": 2081336710,
        "duration": 2709736466,
        "avg_accuracy": 0,
        "soft_acc": 24.998845,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 85.61718193299762,
        "availability": 34.69337772423501,
        "score": 7.425530005878739,
        "zero_downtime": 8.672943722546037,
        "weight_bytes": 15806,
        "weight_mib": 0.015073776245117188,
        "heap_bytes": 26416112,
        "heap_mib": 25.192367553710938,
        "mobile_score": 492.61246054943086,
        "mobile_throughput": 5679.8761332769145,
        "mobile_availability": 2301.5717601270057,
        "mobile_accuracy": 1658.4328036644313,
        "soft_acc_blocks": [
          24.998845
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 9.225563191723309,
        "mobile_acc_per_sec": 612.0273408404695
      },
      "started": "2026-08-18T08:42:56.724429488+10:00",
      "ended": "2026-08-18T08:42:59.444536975+10:00"
    },
    {
      "cell": {
        "id": "int5|none|TweenSplitFastProxy|tricameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 264,
        "total_correct": 52,
        "total_train": 18,
        "infer_ms": 1039.435341,
        "train_ms": 2030.893123,
        "blocked_train": 2030893123,
        "duration": 2835717762,
        "avg_accuracy": 12.5,
        "soft_acc": 25.000549,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 93.09812264736945,
        "availability": 33.8542065836771,
        "score": 7.879580723434289,
        "zero_downtime": 8.463737505513418,
        "weight_bytes": 13152,
        "weight_mib": 0.012542724609375,
        "heap_bytes": 27058368,
        "heap_mib": 25.80487060546875,
        "mobile_score": 628.2192241982841,
        "mobile_throughput": 7422.480007077864,
        "mobile_availability": 2699.1110494742848,
        "mobile_accuracy": 1993.231118326034,
        "soft_acc_blocks": [
          25.000549
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.816303700960491,
        "mobile_acc_per_sec": 702.901799691176
      },
      "started": "2026-08-18T08:43:03.491430839+10:00",
      "ended": "2026-08-18T08:43:06.333559422+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|TweenSplitFastProxy|tricameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 296,
        "total_correct": 67,
        "total_train": 18,
        "infer_ms": 1163.447934,
        "train_ms": 1969.027472,
        "blocked_train": 1969027472,
        "duration": 2805151541,
        "avg_accuracy": 0,
        "soft_acc": 24.990216,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 105.52014594351643,
        "availability": 37.141486626567314,
        "score": 9.794103202578903,
        "zero_downtime": 9.281737733590285,
        "weight_bytes": 13176,
        "weight_mib": 0.01256561279296875,
        "heap_bytes": 34785680,
        "heap_mib": 33.17420959472656,
        "mobile_score": 779.4369732655871,
        "mobile_throughput": 8397.532828845528,
        "mobile_availability": 2955.8038464586707,
        "mobile_accuracy": 1988.7781369471768,
        "soft_acc_blocks": [
          24.990216
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.908686619864863,
        "mobile_acc_per_sec": 708.9735110133134
      },
      "started": "2026-08-18T08:43:10.480871934+10:00",
      "ended": "2026-08-18T08:43:13.29846215+10:00"
    },
    {
      "cell": {
        "id": "int3|none|TweenSplitFastProxy|tricameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 320,
        "total_correct": 90,
        "total_train": 21,
        "infer_ms": 989.426235,
        "train_ms": 1971.361812,
        "blocked_train": 1971361812,
        "duration": 2893585359,
        "avg_accuracy": 37.5,
        "soft_acc": 25.002592,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 110.5894453760263,
        "availability": 33.41766513825702,
        "score": 9.240060543665075,
        "zero_downtime": 8.355282470444639,
        "weight_bytes": 7891,
        "weight_mib": 0.007525444030761719,
        "heap_bytes": 28851816,
        "heap_mib": 27.515235900878906,
        "mobile_score": 1227.842570603745,
        "mobile_throughput": 14695.404672996092,
        "mobile_availability": 4440.623702954378,
        "mobile_accuracy": 3322.4075413752375,
        "soft_acc_blocks": [
          25.002592
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072749344,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.640696194509601,
        "mobile_acc_per_sec": 1148.197522855671
      },
      "started": "2026-08-18T08:43:17.519090757+10:00",
      "ended": "2026-08-18T08:43:20.417854335+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|TweenSplitFastProxy|tricameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "TweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 97,
        "total_train": 24,
        "infer_ms": 994.909777,
        "train_ms": 1925.475764,
        "blocked_train": 1925475764,
        "duration": 2835278772,
        "avg_accuracy": 6.25,
        "soft_acc": 24.997997,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 115.6852734338463,
        "availability": 34.06775451501936,
        "score": 9.8520543310274,
        "zero_downtime": 8.516256251631905,
        "weight_bytes": 7915,
        "weight_mib": 0.007548332214355469,
        "heap_bytes": 28833264,
        "heap_mib": 27.497543334960938,
        "mobile_score": 1305.1961746318873,
        "mobile_throughput": 15325.938253464159,
        "mobile_availability": 4513.28234470511,
        "mobile_accuracy": 3311.724535978775,
        "soft_acc_blocks": [
          24.997997
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.816768653181311,
        "mobile_acc_per_sec": 1168.0419465923244
      },
      "started": "2026-08-18T08:43:24.730661557+10:00",
      "ended": "2026-08-18T08:43:27.571829172+10:00"
    },
    {
      "cell": {
        "id": "float64|none|TweenSplitLinearCache|cnn|simd",
        "dtype": 0,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6656,
        "total_correct": 1842,
        "total_train": 266,
        "infer_ms": 1000.559143,
        "train_ms": 1610.753956,
        "blocked_train": 1610753956,
        "duration": 2936726577,
        "avg_accuracy": 27.77777777777778,
        "soft_acc": 25.26344777777778,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2266.4690857258515,
        "availability": 38.3163222894705,
        "score": 219.3947530819167,
        "zero_downtime": 9.680024071965407,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 29889936,
        "heap_mib": 28.505264282226562,
        "mobile_score": 93975.5198560555,
        "mobile_throughput": 970819.0719093425,
        "mobile_availability": 16412.408480802213,
        "mobile_accuracy": 10821.34191872186,
        "soft_acc_blocks": [
          25.26344777777778
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071967941,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.602587648314724,
        "mobile_acc_per_sec": 3684.8312687578677
      },
      "started": "2026-08-18T08:43:31.68744721+10:00",
      "ended": "2026-08-18T08:43:34.624491859+10:00"
    },
    {
      "cell": {
        "id": "float32|none|TweenSplitLinearCache|cnn|simd",
        "dtype": 1,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8784,
        "total_correct": 3225,
        "total_train": 291,
        "infer_ms": 760.768611,
        "train_ms": 1587.60882,
        "blocked_train": 1587608820,
        "duration": 2880562433,
        "avg_accuracy": 47.03947368421053,
        "soft_acc": 25.47005860526316,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 3049.404484127701,
        "availability": 32.3955000144949,
        "score": 251.61102466957163,
        "zero_downtime": 8.251152839159886,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 27485440,
        "heap_mib": 26.212158203125,
        "mobile_score": 215550.0668332686,
        "mobile_throughput": 2612363.0362325883,
        "mobile_availability": 27752.56848300572,
        "mobile_accuracy": 21819.68314711799,
        "soft_acc_blocks": [
          25.47005860526316
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073357314,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.842043593110748,
        "mobile_acc_per_sec": 7574.799593700732
      },
      "started": "2026-08-18T08:43:39.076067542+10:00",
      "ended": "2026-08-18T08:43:41.956873517+10:00"
    },
    {
      "cell": {
        "id": "float16|none|TweenSplitLinearCache|cnn|simd",
        "dtype": 2,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5568,
        "total_correct": 1480,
        "total_train": 241,
        "infer_ms": 846.359336,
        "train_ms": 1678.834218,
        "blocked_train": 1678834218,
        "duration": 2816391218,
        "avg_accuracy": 35.09615384615385,
        "soft_acc": 25.160886115384617,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1976.9980691652618,
        "availability": 33.51661240617914,
        "score": 166.7217630805298,
        "zero_downtime": 8.433076677253606,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 25482008,
        "heap_mib": 24.301536560058594,
        "mobile_score": 285654.31281687843,
        "mobile_throughput": 3387308.3780605122,
        "mobile_availability": 57426.005507225,
        "mobile_accuracy": 43109.642678636505,
        "soft_acc_blocks": [
          25.160886115384617
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.088730723,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.933732627263367,
        "mobile_acc_per_sec": 15306.695463015218
      },
      "started": "2026-08-18T08:43:46.063293617+10:00",
      "ended": "2026-08-18T08:43:48.880037803+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|TweenSplitLinearCache|cnn|simd",
        "dtype": 3,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7480,
        "total_correct": 2588,
        "total_train": 270,
        "infer_ms": 850.863032,
        "train_ms": 1560.331697,
        "blocked_train": 1560331697,
        "duration": 2872919523,
        "avg_accuracy": 27.38095238095238,
        "soft_acc": 25.180208428571426,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2603.6232272142206,
        "availability": 35.28802637822953,
        "score": 231.34750882789902,
        "zero_downtime": 8.885598592367462,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 49278304,
        "heap_mib": 46.995452880859375,
        "mobile_score": 396381.44675935135,
        "mobile_throughput": 4460942.531208135,
        "mobile_availability": 60461.07442414773,
        "mobile_accuracy": 43142.748747055084,
        "soft_acc_blocks": [
          25.180208428571426
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.159163929,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.764675873091425,
        "mobile_acc_per_sec": 15017.040471082866
      },
      "started": "2026-08-18T08:43:53.294201022+10:00",
      "ended": "2026-08-18T08:43:56.16753794+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|TweenSplitLinearCache|cnn|simd",
        "dtype": 4,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6200,
        "total_correct": 3251,
        "total_train": 265,
        "infer_ms": 872.843008,
        "train_ms": 1661.914449,
        "blocked_train": 1661914449,
        "duration": 2815284077,
        "avg_accuracy": 59.48275862068966,
        "soft_acc": 25.68690179310345,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2202.264435994961,
        "availability": 34.43497150346879,
        "score": 194.79639652006225,
        "zero_downtime": 8.845277312579185,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 49708616,
        "heap_mib": 47.40583038330078,
        "mobile_score": 667512.5041745778,
        "mobile_throughput": 7546541.28509102,
        "mobile_availability": 117998.96953993884,
        "mobile_accuracy": 88021.79325034392,
        "soft_acc_blocks": [
          25.68690179310345
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.113168025,
        "time_to_acc50_sec": 0.113168025,
        "acc_per_sec": 9.124088756426922,
        "mobile_acc_per_sec": 31265.687881892536
      },
      "started": "2026-08-18T08:44:00.469591344+10:00",
      "ended": "2026-08-18T08:44:03.285240681+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|TweenSplitLinearCache|cnn|simd",
        "dtype": 5,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6328,
        "total_correct": 1901,
        "total_train": 274,
        "infer_ms": 811.146151,
        "train_ms": 1705.992399,
        "blocked_train": 1705992399,
        "duration": 3145854857,
        "avg_accuracy": 32.06521739130435,
        "soft_acc": 25.307625173913042,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2011.5359060254318,
        "availability": 32.22493060622349,
        "score": 164.0480882096312,
        "zero_downtime": 8.155364650376624,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 25491216,
        "heap_mib": 24.310317993164062,
        "mobile_score": 562146.6932761511,
        "mobile_throughput": 6892968.216328507,
        "mobile_availability": 110425.7805076843,
        "mobile_accuracy": 86722.11887046092,
        "soft_acc_blocks": [
          25.307625173913042
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.133618561,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.044752960423388,
        "mobile_acc_per_sec": 27567.10745172848
      },
      "started": "2026-08-18T08:44:07.35000465+10:00",
      "ended": "2026-08-18T08:44:10.496173934+10:00"
    },
    {
      "cell": {
        "id": "int64|none|TweenSplitLinearCache|cnn|simd",
        "dtype": 6,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4752,
        "total_correct": 1115,
        "total_train": 259,
        "infer_ms": 873.499614,
        "train_ms": 1680.637392,
        "blocked_train": 1680637392,
        "duration": 3046821726,
        "avg_accuracy": 13.125,
        "soft_acc": 24.73409205,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1559.6580395396588,
        "availability": 34.19940324062632,
        "score": 131.9300991641621,
        "zero_downtime": 8.458911878087196,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 26629256,
        "heap_mib": 25.39563751220703,
        "mobile_score": 56510.9214302126,
        "mobile_throughput": 668063.7207795496,
        "mobile_availability": 14648.967913579649,
        "mobile_accuracy": 10594.597755482353,
        "soft_acc_blocks": [
          24.73409205
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.117997793875519,
        "mobile_acc_per_sec": 3477.262113852458
      },
      "started": "2026-08-18T08:44:14.871921126+10:00",
      "ended": "2026-08-18T08:44:17.919053528+10:00"
    },
    {
      "cell": {
        "id": "int32|none|TweenSplitLinearCache|cnn|simd",
        "dtype": 7,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4512,
        "total_correct": 992,
        "total_train": 241,
        "infer_ms": 778.893306,
        "train_ms": 1718.125021,
        "blocked_train": 1718125021,
        "duration": 3031964223,
        "avg_accuracy": 25,
        "soft_acc": 24.999036952380955,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1488.1442088836943,
        "availability": 31.19293509294295,
        "score": 116.04449386446989,
        "zero_downtime": 7.797933370417014,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 25863728,
        "heap_mib": 24.665573120117188,
        "mobile_score": 99412.96666538429,
        "mobile_throughput": 1274862.9918091737,
        "mobile_availability": 26722.355480406655,
        "mobile_accuracy": 21416.168440669782,
        "soft_acc_blocks": [
          24.999036952380955
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.081702979,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.245162249192198,
        "mobile_acc_per_sec": 7063.463440039998
      },
      "started": "2026-08-18T08:44:22.012585581+10:00",
      "ended": "2026-08-18T08:44:25.057019834+10:00"
    },
    {
      "cell": {
        "id": "int16|none|TweenSplitLinearCache|cnn|simd",
        "dtype": 8,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4992,
        "total_correct": 1399,
        "total_train": 256,
        "infer_ms": 874.852262,
        "train_ms": 1653.808521,
        "blocked_train": 1653808521,
        "duration": 3042716883,
        "avg_accuracy": 17.5,
        "soft_acc": 24.7532176,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1640.6390051900205,
        "availability": 34.59745442653152,
        "score": 140.5040484204485,
        "zero_downtime": 8.563983178260179,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 30194464,
        "heap_mib": 28.795684814453125,
        "mobile_score": 240733.94293549054,
        "mobile_throughput": 2811004.3880819133,
        "mobile_availability": 59277.87642606979,
        "mobile_accuracy": 42411.159964277125,
        "soft_acc_blocks": [
          24.7532176
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.13523523608095,
        "mobile_acc_per_sec": 13938.582390373886
      },
      "started": "2026-08-18T08:44:29.309533562+10:00",
      "ended": "2026-08-18T08:44:32.352531226+10:00"
    },
    {
      "cell": {
        "id": "int8|none|TweenSplitLinearCache|cnn|simd",
        "dtype": 9,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8800,
        "total_correct": 2115,
        "total_train": 307,
        "infer_ms": 914.086472,
        "train_ms": 1573.81535,
        "blocked_train": 1573815350,
        "duration": 3128316598,
        "avg_accuracy": 7.720588235294118,
        "soft_acc": 24.701993029411764,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2813.014515738602,
        "availability": 36.74125980040381,
        "score": 255.30423064411838,
        "zero_downtime": 9.075823434813817,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 29011568,
        "heap_mib": 27.667587280273438,
        "mobile_score": 874855.846247997,
        "mobile_throughput": 9639410.159657255,
        "mobile_availability": 125901.97136100728,
        "mobile_accuracy": 84646.78772159631,
        "soft_acc_blocks": [
          24.701993029411764
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.8962573817510275,
        "mobile_acc_per_sec": 27058.25483766982
      },
      "started": "2026-08-18T08:44:36.683271304+10:00",
      "ended": "2026-08-18T08:44:39.811844725+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|TweenSplitLinearCache|cnn|simd",
        "dtype": 10,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4912,
        "total_correct": 1546,
        "total_train": 216,
        "infer_ms": 697.307107,
        "train_ms": 1292.429437,
        "blocked_train": 1292429437,
        "duration": 3338731563,
        "avg_accuracy": 21,
        "soft_acc": 25.20579672,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1471.2174091607255,
        "availability": 35.04519777267558,
        "score": 129.9588321475698,
        "zero_downtime": 8.833421310702573,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 39904776,
        "heap_mib": 38.05615997314453,
        "mobile_score": 55485.22490959697,
        "mobile_throughput": 628128.3656466274,
        "mobile_availability": 14962.358835375027,
        "mobile_accuracy": 10761.479438709575,
        "soft_acc_blocks": [
          25.20579672
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.5495128147863015,
        "mobile_acc_per_sec": 3223.223920715538
      },
      "started": "2026-08-18T08:44:43.940568577+10:00",
      "ended": "2026-08-18T08:44:47.279586285+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|TweenSplitLinearCache|cnn|simd",
        "dtype": 11,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5424,
        "total_correct": 1356,
        "total_train": 245,
        "infer_ms": 885.961637,
        "train_ms": 1698.796285,
        "blocked_train": 1698796285,
        "duration": 2847735001,
        "avg_accuracy": 9.722222222222221,
        "soft_acc": 25.05569225925926,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1904.6716067665454,
        "availability": 34.27638733434937,
        "score": 163.57674271792283,
        "zero_downtime": 8.588186128086297,
        "weight_bytes": 1232,
        "weight_mib": 0.0011749267578125,
        "heap_bytes": 25515472,
        "heap_mib": 24.333450317382812,
        "mobile_score": 139222.9274124908,
        "mobile_throughput": 1621098.1613123678,
        "mobile_availability": 29173.211952518446,
        "mobile_accuracy": 21325.322700036555,
        "soft_acc_blocks": [
          25.05569225925926
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.798463428114202,
        "mobile_acc_per_sec": 7488.520769154446
      },
      "started": "2026-08-18T08:44:51.525304755+10:00",
      "ended": "2026-08-18T08:44:54.373404338+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|TweenSplitLinearCache|cnn|simd",
        "dtype": 12,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5712,
        "total_correct": 1751,
        "total_train": 220,
        "infer_ms": 878.383939,
        "train_ms": 1585.394468,
        "blocked_train": 1585394468,
        "duration": 3079240658,
        "avg_accuracy": 21.153846153846153,
        "soft_acc": 24.95544226923077,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1855.0027862096385,
        "availability": 35.6519050781664,
        "score": 165.04127832983994,
        "zero_downtime": 8.897090589662769,
        "weight_bytes": 620,
        "weight_mib": 0.000591278076171875,
        "heap_bytes": 25486688,
        "heap_mib": 24.305999755859375,
        "mobile_score": 279126.328170952,
        "mobile_throughput": 3137276.454117029,
        "mobile_availability": 60296.341966521635,
        "mobile_accuracy": 42205.93198854988,
        "soft_acc_blocks": [
          24.95544226923077
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.104414380342588,
        "mobile_acc_per_sec": 13706.6038923905
      },
      "started": "2026-08-18T08:44:58.828420595+10:00",
      "ended": "2026-08-18T08:45:01.907967034+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|TweenSplitLinearCache|cnn|simd",
        "dtype": 13,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8816,
        "total_correct": 2538,
        "total_train": 289,
        "infer_ms": 895.411934,
        "train_ms": 1580.274536,
        "blocked_train": 1580274536,
        "duration": 2882234616,
        "avg_accuracy": 27.651515151515152,
        "soft_acc": 25.39816384848485,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 3058.73781095411,
        "availability": 36.16822828134615,
        "score": 280.9776704104186,
        "zero_downtime": 9.186065879990332,
        "weight_bytes": 314,
        "weight_mib": 0.0002994537353515625,
        "heap_bytes": 25505336,
        "heap_mib": 24.32378387451172,
        "mobile_score": 938300.769835271,
        "mobile_throughput": 10214391.907194322,
        "mobile_availability": 120780.68833866504,
        "mobile_accuracy": 84814.98425346767,
        "soft_acc_blocks": [
          25.39816384848485
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.083394282,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.811969611180622,
        "mobile_acc_per_sec": 29426.814799405514
      },
      "started": "2026-08-18T08:45:06.023415634+10:00",
      "ended": "2026-08-18T08:45:08.905916187+10:00"
    },
    {
      "cell": {
        "id": "int4|none|TweenSplitLinearCache|cnn|simd",
        "dtype": 14,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7144,
        "total_correct": 1501,
        "total_train": 246,
        "infer_ms": 976.453212,
        "train_ms": 1652.384637,
        "blocked_train": 1652384637,
        "duration": 3356872822,
        "avg_accuracy": 25.446428571428573,
        "soft_acc": 24.829158964285714,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2128.1711815771614,
        "availability": 37.14391180009216,
        "score": 196.27103214491154,
        "zero_downtime": 9.222520906398962,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 26038792,
        "heap_mib": 24.83252716064453,
        "mobile_score": 1345131.3320417174,
        "mobile_throughput": 14585289.0515912,
        "mobile_availability": 254563.4932006107,
        "mobile_accuracy": 170165.09928192716,
        "soft_acc_blocks": [
          24.829158964285714
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.103473778,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.396514637540746,
        "mobile_acc_per_sec": 50691.55380767272
      },
      "started": "2026-08-18T08:45:13.148941363+10:00",
      "ended": "2026-08-18T08:45:16.506078821+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|TweenSplitLinearCache|cnn|simd",
        "dtype": 15,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4632,
        "total_correct": 923,
        "total_train": 234,
        "infer_ms": 733.964316,
        "train_ms": 1717.933282,
        "blocked_train": 1717933282,
        "duration": 2985553175,
        "avg_accuracy": 24.479166666666668,
        "soft_acc": 25.110424166666665,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1551.4712780153382,
        "availability": 29.93454198897584,
        "score": 116.61929363390598,
        "zero_downtime": 7.51669046578077,
        "weight_bytes": 161,
        "weight_mib": 0.00015354156494140625,
        "heap_bytes": 27205376,
        "heap_mib": 25.945068359375,
        "mobile_score": 759529.1455991714,
        "mobile_throughput": 10104568.613765286,
        "mobile_availability": 194960.51118405175,
        "mobile_accuracy": 163541.54118625258,
        "soft_acc_blocks": [
          25.110424166666665
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.41064375504438,
        "mobile_acc_per_sec": 54777.63469620755
      },
      "started": "2026-08-18T08:45:20.691006993+10:00",
      "ended": "2026-08-18T08:45:23.676961052+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|TweenSplitLinearCache|cnn|simd",
        "dtype": 16,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6720,
        "total_correct": 1655,
        "total_train": 259,
        "infer_ms": 756.291631,
        "train_ms": 1640.621389,
        "blocked_train": 1640621389,
        "duration": 3027548330,
        "avg_accuracy": 28.928571428571427,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2219.6177459535384,
        "availability": 31.552735735066435,
        "score": 175.08753042733954,
        "zero_downtime": 7.888183933766609,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 23950608,
        "heap_mib": 22.841079711914062,
        "mobile_score": 1199951.5183358039,
        "mobile_throughput": 15212012.402490048,
        "mobile_availability": 216244.7152034838,
        "mobile_accuracy": 171335.9477124183,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.093722026,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.257506495362867,
        "mobile_acc_per_sec": 56592.308044977864
      },
      "started": "2026-08-18T08:45:27.958300075+10:00",
      "ended": "2026-08-18T08:45:30.987090331+10:00"
    },
    {
      "cell": {
        "id": "int2|none|TweenSplitLinearCache|cnn|simd",
        "dtype": 17,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8016,
        "total_correct": 2401,
        "total_train": 269,
        "infer_ms": 910.618008,
        "train_ms": 1616.910033,
        "blocked_train": 1616910033,
        "duration": 2890606710,
        "avg_accuracy": 19.90740740740741,
        "soft_acc": 25.107948925925925,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2773.1202492088587,
        "availability": 36.02800812606296,
        "score": 250.8535148893768,
        "zero_downtime": 9.045893879320328,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 28901856,
        "heap_mib": 27.562957763671875,
        "mobile_score": 3416090.5873849764,
        "mobile_throughput": 37763991.40823933,
        "mobile_availability": 490624.73569863103,
        "mobile_accuracy": 341916.78770067147,
        "soft_acc_blocks": [
          25.107948925925925
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.686048101620134,
        "mobile_acc_per_sec": 118285.47498966797
      },
      "started": "2026-08-18T08:45:35.301782085+10:00",
      "ended": "2026-08-18T08:45:38.192661607+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|TweenSplitLinearCache|cnn|simd",
        "dtype": 18,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4176,
        "total_correct": 757,
        "total_train": 204,
        "infer_ms": 648.585123,
        "train_ms": 1754.713459,
        "blocked_train": 1754713459,
        "duration": 2960637287,
        "avg_accuracy": 11.956521739130435,
        "soft_acc": 25.041841217391305,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1410.5071291024378,
        "availability": 26.987288548235824,
        "score": 95.32367901711282,
        "zero_downtime": 6.758113947128441,
        "weight_bytes": 85,
        "weight_mib": 0.00008106231689453125,
        "heap_bytes": 27058184,
        "heap_mib": 25.80469512939453,
        "mobile_score": 1175930.8476358599,
        "mobile_throughput": 17400281.451831974,
        "mobile_availability": 332920.2714912344,
        "mobile_accuracy": 308920.86701608595,
        "soft_acc_blocks": [
          25.041841217391305
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.458260431748492,
        "mobile_acc_per_sec": 104342.69282918949
      },
      "started": "2026-08-18T08:45:42.766347374+10:00",
      "ended": "2026-08-18T08:45:45.736314541+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|TweenSplitLinearCache|cnn|simd",
        "dtype": 19,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8840,
        "total_correct": 1562,
        "total_train": 285,
        "infer_ms": 927.642862,
        "train_ms": 1571.224666,
        "blocked_train": 1571224666,
        "duration": 3146927719,
        "avg_accuracy": 21.25,
        "soft_acc": 25.14111623333333,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2809.088987531334,
        "availability": 37.122530570576124,
        "score": 262.17279655926114,
        "zero_downtime": 9.333018559503243,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 28534280,
        "heap_mib": 27.21240997314453,
        "mobile_score": 3570235.095128881,
        "mobile_throughput": 38253809.01545008,
        "mobile_availability": 505529.80020223936,
        "mobile_accuracy": 342368.455785503,
        "soft_acc_blocks": [
          25.14111623333333
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.989098726844108,
        "mobile_acc_per_sec": 108794.50891687386
      },
      "started": "2026-08-18T08:45:50.253824704+10:00",
      "ended": "2026-08-18T08:45:53.401098464+10:00"
    },
    {
      "cell": {
        "id": "binary|none|TweenSplitLinearCache|cnn|simd",
        "dtype": 20,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8064,
        "total_correct": 1853,
        "total_train": 274,
        "infer_ms": 920.70011,
        "train_ms": 1656.218752,
        "blocked_train": 1656218752,
        "duration": 3000881164,
        "avg_accuracy": 27.34375,
        "soft_acc": 25.39389403125,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2687.210708887638,
        "availability": 35.72871942446126,
        "score": 243.8082937579541,
        "zero_downtime": 9.072913149370327,
        "weight_bytes": 39,
        "weight_mib": 0.00003719329833984375,
        "heap_bytes": 27107040,
        "heap_mib": 25.851287841796875,
        "mobile_score": 6555167.318860012,
        "mobile_throughput": 72249862.9816042,
        "mobile_availability": 960622.5051083049,
        "mobile_accuracy": 682754.559684923,
        "soft_acc_blocks": [
          25.39389403125
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072071389,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.46214583099366,
        "mobile_acc_per_sec": 227518.0263302566
      },
      "started": "2026-08-18T08:45:57.579543712+10:00",
      "ended": "2026-08-18T08:46:00.580696177+10:00"
    },
    {
      "cell": {
        "id": "int|none|TweenSplitLinearCache|cnn|simd",
        "dtype": 21,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4376,
        "total_correct": 1304,
        "total_train": 234,
        "infer_ms": 899.276551,
        "train_ms": 1679.417058,
        "blocked_train": 1679417058,
        "duration": 2877170349,
        "avg_accuracy": 26.339285714285715,
        "soft_acc": 25.090714137931034,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1520.9387937425877,
        "availability": 34.87333849439885,
        "score": 133.08168318189558,
        "zero_downtime": 8.749969671982678,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 43314376,
        "heap_mib": 41.30780792236328,
        "mobile_score": 57004.1907778347,
        "mobile_throughput": 651478.7240961714,
        "mobile_availability": 14937.641252084464,
        "mobile_accuracy": 10747.353214009465,
        "soft_acc_blocks": [
          25.090714137931034
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.136727321,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.720621685348473,
        "mobile_acc_per_sec": 3735.389952751618
      },
      "started": "2026-08-18T08:46:04.864176897+10:00",
      "ended": "2026-08-18T08:46:07.741716516+10:00"
    },
    {
      "cell": {
        "id": "uint|none|TweenSplitLinearCache|cnn|simd",
        "dtype": 22,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5224,
        "total_correct": 1972,
        "total_train": 267,
        "infer_ms": 833.745375,
        "train_ms": 1674.335457,
        "blocked_train": 1674335457,
        "duration": 2863161588,
        "avg_accuracy": 46.02272727272727,
        "soft_acc": 25.663179681818182,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1824.5564699857239,
        "availability": 33.24236461450697,
        "score": 155.65378389013125,
        "zero_downtime": 8.531047761506068,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 43334936,
        "heap_mib": 41.327415466308594,
        "mobile_score": 66455.54645618008,
        "mobile_throughput": 778984.5786122762,
        "mobile_availability": 14192.648907989113,
        "mobile_accuracy": 10956.756636010661,
        "soft_acc_blocks": [
          25.663179681818182
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.104564876,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.963231341666834,
        "mobile_acc_per_sec": 3826.8034476057173
      },
      "started": "2026-08-18T08:46:12.00534813+10:00",
      "ended": "2026-08-18T08:46:14.86881904+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|TweenSplitLinearCache|cnn|simd",
        "dtype": 23,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4960,
        "total_correct": 1673,
        "total_train": 247,
        "infer_ms": 840.546399,
        "train_ms": 1640.332919,
        "blocked_train": 1640332919,
        "duration": 3017186763,
        "avg_accuracy": 31.25,
        "soft_acc": 25.10212361111111,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1643.915471466623,
        "availability": 33.880986991242274,
        "score": 139.81249952415462,
        "zero_downtime": 8.50484723520611,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 66870360,
        "heap_mib": 63.772544860839844,
        "mobile_score": 59692.195236579784,
        "mobile_throughput": 701860.8751663623,
        "mobile_availability": 14465.305299401001,
        "mobile_accuracy": 10717.216762070213,
        "soft_acc_blocks": [
          25.10212361111111
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.172276586,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.319711566728463,
        "mobile_acc_per_sec": 3552.056138352551
      },
      "started": "2026-08-18T08:46:19.159079801+10:00",
      "ended": "2026-08-18T08:46:22.176766094+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|TweenSplitLinearCache|cnn|simd",
        "dtype": 24,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4536,
        "total_correct": 1388,
        "total_train": 249,
        "infer_ms": 833.032122,
        "train_ms": 1751.637173,
        "blocked_train": 1751637173,
        "duration": 3031355716,
        "avg_accuracy": 25,
        "soft_acc": 24.755141000000002,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1496.360185001792,
        "availability": 32.22973722833659,
        "score": 119.38735016749156,
        "zero_downtime": 7.9785168948042156,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 25469544,
        "heap_mib": 24.289649963378906,
        "mobile_score": 51138.36196455377,
        "mobile_throughput": 640950.726041029,
        "mobile_availability": 13805.281431348149,
        "mobile_accuracy": 10603.613859973857,
        "soft_acc_blocks": [
          24.755141000000002
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.07216863,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.166359648700496,
        "mobile_acc_per_sec": 3497.977424426377
      },
      "started": "2026-08-18T08:46:26.429477777+10:00",
      "ended": "2026-08-18T08:46:29.461200002+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|TweenSplitLinearCache|cnn|simd",
        "dtype": 25,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4136,
        "total_correct": 1225,
        "total_train": 238,
        "infer_ms": 747.481968,
        "train_ms": 1762.824092,
        "blocked_train": 1762824092,
        "duration": 3169300034,
        "avg_accuracy": 6.944444444444445,
        "soft_acc": 24.817718222222222,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1305.0200219699364,
        "availability": 29.7765272494303,
        "score": 96.4390825045773,
        "zero_downtime": 7.389854629126828,
        "weight_bytes": 4896,
        "weight_mib": 0.004669189453125,
        "heap_bytes": 28833640,
        "heap_mib": 27.497901916503906,
        "mobile_score": 20654.351996797315,
        "mobile_throughput": 279496.052809875,
        "mobile_availability": 6377.2368948322355,
        "mobile_accuracy": 5315.209089580247,
        "soft_acc_blocks": [
          24.817718222222222
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.830662277468118,
        "mobile_acc_per_sec": 1677.0924281573548
      },
      "started": "2026-08-18T08:46:33.665483717+10:00",
      "ended": "2026-08-18T08:46:36.835148283+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|TweenSplitLinearCache|cnn|simd",
        "dtype": 26,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4160,
        "total_correct": 1226,
        "total_train": 229,
        "infer_ms": 911.311003,
        "train_ms": 1847.005674,
        "blocked_train": 1847005674,
        "duration": 3037484543,
        "avg_accuracy": 28.90625,
        "soft_acc": 25.1459629375,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1369.554294387071,
        "availability": 33.038664871183684,
        "score": 113.78107006873796,
        "zero_downtime": 8.307890423552681,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 34989992,
        "heap_mib": 33.369056701660156,
        "mobile_score": 779791.4988784116,
        "mobile_throughput": 9386155.318896845,
        "mobile_availability": 226428.43827428957,
        "mobile_accuracy": 172336.29564151634,
        "soft_acc_blocks": [
          25.1459629375
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.084896005,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.278548444122896,
        "mobile_acc_per_sec": 56736.517734278495
      },
      "started": "2026-08-18T08:46:41.245874493+10:00",
      "ended": "2026-08-18T08:46:44.320598714+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|TweenSplitLinearCache|cnn|simd",
        "dtype": 27,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2792,
        "total_correct": 664,
        "total_train": 180,
        "infer_ms": 872.166413,
        "train_ms": 1818.81746,
        "blocked_train": 1818817460,
        "duration": 2882033567,
        "avg_accuracy": 12.5,
        "soft_acc": 24.99048375,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 968.7604030602187,
        "availability": 32.41068895844698,
        "score": 78.46560094255513,
        "zero_downtime": 8.099587957423736,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 27503040,
        "heap_mib": 26.22894287109375,
        "mobile_score": 357726.72162582906,
        "mobile_throughput": 4416603.949562051,
        "mobile_availability": 147761.17645779348,
        "mobile_accuracy": 113932.26734191304,
        "soft_acc_blocks": [
          24.99048375
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.671128621174729,
        "mobile_acc_per_sec": 39531.90158729092
      },
      "started": "2026-08-18T08:46:48.600518395+10:00",
      "ended": "2026-08-18T08:46:51.483013889+10:00"
    },
    {
      "cell": {
        "id": "int6|none|TweenSplitLinearCache|cnn|simd",
        "dtype": 28,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2656,
        "total_correct": 929,
        "total_train": 173,
        "infer_ms": 819.924906,
        "train_ms": 1781.404562,
        "blocked_train": 1781404562,
        "duration": 3062498234,
        "avg_accuracy": 59.09090909090909,
        "soft_acc": 25.460918727272727,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 867.265806233931,
        "availability": 31.519456342851836,
        "score": 69.5993225516924,
        "zero_downtime": 8.025143162731714,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 28919768,
        "heap_mib": 27.580039978027344,
        "mobile_score": 317305.127147667,
        "mobile_throughput": 3953887.4349458716,
        "mobile_availability": 143698.02371374873,
        "mobile_accuracy": 116076.9926755162,
        "soft_acc_blocks": [
          25.460918727272727
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.119652823,
        "time_to_acc50_sec": 0.119652823,
        "acc_per_sec": 8.31377417449728,
        "mobile_acc_per_sec": 37902.713342598516
      },
      "started": "2026-08-18T08:46:55.946137927+10:00",
      "ended": "2026-08-18T08:46:59.00900538+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|TweenSplitLinearCache|cnn|simd",
        "dtype": 29,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3264,
        "total_correct": 215,
        "total_train": 191,
        "infer_ms": 873.68419,
        "train_ms": 1780.614842,
        "blocked_train": 1780614842,
        "duration": 2987568322,
        "avg_accuracy": 0.9615384615384616,
        "soft_acc": 24.577747000000002,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1092.5273159326262,
        "availability": 32.91581617093397,
        "score": 88.38508863430677,
        "zero_downtime": 8.08996602147724,
        "weight_bytes": 238,
        "weight_mib": 0.0002269744873046875,
        "heap_bytes": 27740168,
        "heap_mib": 26.45508575439453,
        "mobile_score": 389405.3894949868,
        "mobile_throughput": 4813436.650551972,
        "mobile_availability": 145019.89435820698,
        "mobile_accuracy": 108284.18335408405,
        "soft_acc_blocks": [
          24.577747000000002
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.226672782347169,
        "mobile_acc_per_sec": 36244.92285471624
      },
      "started": "2026-08-18T08:47:03.260215521+10:00",
      "ended": "2026-08-18T08:47:06.248110979+10:00"
    },
    {
      "cell": {
        "id": "int5|none|TweenSplitLinearCache|cnn|simd",
        "dtype": 30,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3072,
        "total_correct": 654,
        "total_train": 190,
        "infer_ms": 850.196162,
        "train_ms": 1796.673253,
        "blocked_train": 1796673253,
        "duration": 2839881445,
        "avg_accuracy": 22.727272727272727,
        "soft_acc": 24.668182636363635,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1081.7352975803537,
        "availability": 32.12082005942102,
        "score": 85.71262204130188,
        "zero_downtime": 7.923622556555704,
        "weight_bytes": 192,
        "weight_mib": 0.00018310546875,
        "heap_bytes": 25938448,
        "heap_mib": 24.736831665039062,
        "mobile_score": 468105.19984156336,
        "mobile_throughput": 5907717.038518839,
        "mobile_availability": 175422.505284518,
        "mobile_accuracy": 134721.16810472726,
        "soft_acc_blocks": [
          24.668182636363635
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.686342410453559,
        "mobile_acc_per_sec": 47439.01135095704
      },
      "started": "2026-08-18T08:47:10.59926348+10:00",
      "ended": "2026-08-18T08:47:13.439611694+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|TweenSplitLinearCache|cnn|simd",
        "dtype": 31,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3408,
        "total_correct": 895,
        "total_train": 202,
        "infer_ms": 861.454477,
        "train_ms": 1774.136944,
        "blocked_train": 1774136944,
        "duration": 3324985199,
        "avg_accuracy": 15.384615384615385,
        "soft_acc": 24.536172230769232,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1024.9669685822864,
        "availability": 32.685433339024364,
        "score": 82.19983170045643,
        "zero_downtime": 8.019754218436283,
        "weight_bytes": 200,
        "weight_mib": 0.00019073486328125,
        "heap_bytes": 41247600,
        "heap_mib": 39.33677673339844,
        "mobile_score": 430963.853625689,
        "mobile_throughput": 5373778.820240698,
        "mobile_availability": 171365.80474450404,
        "mobile_accuracy": 128640.20666525539,
        "soft_acc_blocks": [
          24.536172230769232
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.379332767601061,
        "mobile_acc_per_sec": 38688.956180600246
      },
      "started": "2026-08-18T08:47:17.552666587+10:00",
      "ended": "2026-08-18T08:47:20.88484266+10:00"
    },
    {
      "cell": {
        "id": "int3|none|TweenSplitLinearCache|cnn|simd",
        "dtype": 32,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3256,
        "total_correct": 1190,
        "total_train": 204,
        "infer_ms": 814.124189,
        "train_ms": 1792.662458,
        "blocked_train": 1792662458,
        "duration": 3016684053,
        "avg_accuracy": 20.833333333333332,
        "soft_acc": 24.643428222222223,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1079.330795932046,
        "availability": 31.230948261029667,
        "score": 83.06935976911907,
        "zero_downtime": 7.696376317826206,
        "weight_bytes": 115,
        "weight_mib": 0.00010967254638671875,
        "heap_bytes": 28673896,
        "heap_mib": 27.345558166503906,
        "mobile_score": 757430.7564283808,
        "mobile_throughput": 9841394.510219486,
        "mobile_availability": 284765.41568484734,
        "mobile_accuracy": 224700.06427430338,
        "soft_acc_blocks": [
          24.643428222222223
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.169045146678549,
        "mobile_acc_per_sec": 74485.77985846614
      },
      "started": "2026-08-18T08:47:25.374827169+10:00",
      "ended": "2026-08-18T08:47:28.39190268+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|TweenSplitLinearCache|cnn|simd",
        "dtype": 33,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3808,
        "total_correct": 1032,
        "total_train": 223,
        "infer_ms": 775.2192,
        "train_ms": 1766.599058,
        "blocked_train": 1766599058,
        "duration": 2952704329,
        "avg_accuracy": 34.82142857142857,
        "soft_acc": 25.296426285714286,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1289.6651935650007,
        "availability": 30.49860852797446,
        "score": 99.49841800464463,
        "zero_downtime": 7.715058024447631,
        "weight_bytes": 123,
        "weight_mib": 0.00011730194091796875,
        "heap_bytes": 49295296,
        "heap_mib": 47.01165771484375,
        "mobile_score": 848224.8224198231,
        "mobile_throughput": 10994406.260224504,
        "mobile_availability": 260000.88565714916,
        "mobile_accuracy": 215652.2397477166,
        "soft_acc_blocks": [
          25.296426285714286
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.131239735,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.567206014251177,
        "mobile_acc_per_sec": 73035.5009235727
      },
      "started": "2026-08-18T08:47:32.780629513+10:00",
      "ended": "2026-08-18T08:47:35.734744985+10:00"
    },
    {
      "cell": {
        "id": "float64|none|TweenSplitLinearCache|bicameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1272,
        "total_correct": 188,
        "total_train": 86,
        "infer_ms": 714.903478,
        "train_ms": 1895.869281,
        "blocked_train": 1895869281,
        "duration": 2967479998,
        "avg_accuracy": 8.333333333333334,
        "soft_acc": 24.997361333333334,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 428.6465286563997,
        "availability": 27.382830448783608,
        "score": 29.34079089207481,
        "zero_downtime": 6.8449850705764606,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 30622736,
        "heap_mib": 29.204116821289062,
        "mobile_score": 242.51205346235525,
        "mobile_throughput": 3542.9157399452406,
        "mobile_availability": 226.3288152719741,
        "mobile_accuracy": 206.61206612956659,
        "soft_acc_blocks": [
          24.997361333333334
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.423767422250823,
        "mobile_acc_per_sec": 69.62542840012989
      },
      "started": "2026-08-18T08:47:40.242317379+10:00",
      "ended": "2026-08-18T08:47:43.212351643+10:00"
    },
    {
      "cell": {
        "id": "float32|none|TweenSplitLinearCache|bicameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2096,
        "total_correct": 795,
        "total_train": 128,
        "infer_ms": 470.167944,
        "train_ms": 1869.697092,
        "blocked_train": 1869697092,
        "duration": 2966549391,
        "avg_accuracy": 38.888888888888886,
        "soft_acc": 25.000045333333333,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 706.5447844417838,
        "availability": 20.093806128397567,
        "score": 35.4929991595309,
        "zero_downtime": 5.0234606412915035,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 30417296,
        "heap_mib": 29.008193969726562,
        "mobile_score": 586.7244779717537,
        "mobile_throughput": 11679.686970154306,
        "mobile_availability": 332.1648829437919,
        "mobile_accuracy": 413.26850068491194,
        "soft_acc_blocks": [
          25.000045333333333
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073739309,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.427314714253255,
        "mobile_acc_per_sec": 139.30949605582074
      },
      "started": "2026-08-18T08:47:48.372400352+10:00",
      "ended": "2026-08-18T08:47:51.341402864+10:00"
    },
    {
      "cell": {
        "id": "float16|none|TweenSplitLinearCache|bicameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 768,
        "total_correct": 393,
        "total_train": 59,
        "infer_ms": 798.691476,
        "train_ms": 1940.917977,
        "blocked_train": 1940917977,
        "duration": 3003191482,
        "avg_accuracy": 50,
        "soft_acc": 25.004121666666666,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 255.72794961729983,
        "availability": 29.153479344488154,
        "score": 18.641471593113316,
        "zero_downtime": 7.289571445362355,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 27175104,
        "heap_mib": 25.91619873046875,
        "mobile_score": 616.3135236858491,
        "mobile_throughput": 8454.72917448322,
        "mobile_availability": 963.8554280844372,
        "mobile_accuracy": 826.6717707386388,
        "soft_acc_blocks": [
          25.004121666666666
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072249363,
        "time_to_acc50_sec": 0.072249363,
        "acc_per_sec": 8.325849955466365,
        "mobile_acc_per_sec": 275.26442309569615
      },
      "started": "2026-08-18T08:47:55.733569866+10:00",
      "ended": "2026-08-18T08:47:58.739442751+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|TweenSplitLinearCache|bicameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1160,
        "total_correct": 93,
        "total_train": 71,
        "infer_ms": 839.019118,
        "train_ms": 1845.052777,
        "blocked_train": 1845052777,
        "duration": 2945660079,
        "avg_accuracy": 0,
        "soft_acc": 24.996319333333332,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 393.79968118853674,
        "availability": 31.259189426444184,
        "score": 30.77011622715767,
        "zero_downtime": 7.813646810045557,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 45977544,
        "heap_mib": 43.84760284423828,
        "mobile_score": 1017.3037392170538,
        "mobile_throughput": 13019.576696366223,
        "mobile_availability": 1033.4731937199879,
        "mobile_accuracy": 826.4138145185185,
        "soft_acc_blocks": [
          24.996319333333332
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.485812572718554,
        "mobile_acc_per_sec": 280.553014385513
      },
      "started": "2026-08-18T08:48:02.975622212+10:00",
      "ended": "2026-08-18T08:48:05.924053797+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|TweenSplitLinearCache|bicameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 960,
        "total_correct": 222,
        "total_train": 66,
        "infer_ms": 924.681595,
        "train_ms": 1925.597343,
        "blocked_train": 1925597343,
        "duration": 3025619862,
        "avg_accuracy": 25,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 317.2903549639641,
        "availability": 32.44179307057,
        "score": 25.73367009757157,
        "zero_downtime": 8.1104482676425,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 27553912,
        "heap_mib": 26.27745819091797,
        "mobile_score": 1701.58335579715,
        "mobile_throughput": 20980.139440452367,
        "mobile_availability": 2145.1434992285285,
        "mobile_accuracy": 1653.0710051708916,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.07165473,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.262769660519897,
        "mobile_acc_per_sec": 546.357797928447
      },
      "started": "2026-08-18T08:48:10.332330869+10:00",
      "ended": "2026-08-18T08:48:13.361077965+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|TweenSplitLinearCache|bicameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 840,
        "total_correct": 169,
        "total_train": 61,
        "infer_ms": 848.040838,
        "train_ms": 1921.187936,
        "blocked_train": 1921187936,
        "duration": 2939460690,
        "avg_accuracy": 25,
        "soft_acc": 25.001155666666666,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 285.766706408991,
        "availability": 30.623718992167312,
        "score": 21.879109637522063,
        "zero_downtime": 7.656283656154313,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 25780920,
        "heap_mib": 24.58660125732422,
        "mobile_score": 1446.7088704297096,
        "mobile_throughput": 18895.706264315435,
        "mobile_availability": 2024.9272774581177,
        "mobile_accuracy": 1653.147421133224,
        "soft_acc_blocks": [
          25.001155666666666
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073049207,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.505354656287874,
        "mobile_acc_per_sec": 562.3982068401888
      },
      "started": "2026-08-18T08:48:17.664563819+10:00",
      "ended": "2026-08-18T08:48:20.607547993+10:00"
    },
    {
      "cell": {
        "id": "int64|none|TweenSplitLinearCache|bicameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 744,
        "total_correct": 225,
        "total_train": 55,
        "infer_ms": 877.669967,
        "train_ms": 1933.960582,
        "blocked_train": 1933960582,
        "duration": 3193481552,
        "avg_accuracy": 0,
        "soft_acc": 24.9989815,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 232.97457269920687,
        "availability": 31.215693232247634,
        "score": 18.180416280395644,
        "zero_downtime": 7.803605376226338,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 30610144,
        "heap_mib": 29.192108154296875,
        "mobile_score": 150.26759507529434,
        "mobile_throughput": 1925.6175553556843,
        "mobile_availability": 258.00878694268897,
        "mobile_accuracy": 206.62545738226763,
        "soft_acc_blocks": [
          24.9989815
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.828127732362738,
        "mobile_acc_per_sec": 64.70225489571501
      },
      "started": "2026-08-18T08:48:24.987825881+10:00",
      "ended": "2026-08-18T08:48:28.184334927+10:00"
    },
    {
      "cell": {
        "id": "int32|none|TweenSplitLinearCache|bicameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 632,
        "total_correct": 120,
        "total_train": 50,
        "infer_ms": 743.287206,
        "train_ms": 1904.344748,
        "blocked_train": 1904344748,
        "duration": 2899267344,
        "avg_accuracy": 18.75,
        "soft_acc": 24.9989555,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 217.98610649270293,
        "availability": 28.073660497904687,
        "score": 15.29853066802354,
        "zero_downtime": 7.018121895092271,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 39635064,
        "heap_mib": 37.79894256591797,
        "mobile_score": 252.89557469027386,
        "mobile_throughput": 3603.4651217318146,
        "mobile_availability": 464.07754178097656,
        "mobile_accuracy": 413.25048496607394,
        "soft_acc_blocks": [
          24.9989555
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.622507873147693,
        "mobile_acc_per_sec": 142.53617756958184
      },
      "started": "2026-08-18T08:48:32.390532799+10:00",
      "ended": "2026-08-18T08:48:35.294095032+10:00"
    },
    {
      "cell": {
        "id": "int16|none|TweenSplitLinearCache|bicameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 672,
        "total_correct": 123,
        "total_train": 51,
        "infer_ms": 825.330882,
        "train_ms": 1905.059493,
        "blocked_train": 1905059493,
        "duration": 2964987566,
        "avg_accuracy": 6.25,
        "soft_acc": 24.999612,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 226.64513258198264,
        "availability": 30.22757806198317,
        "score": 17.12706777750864,
        "zero_downtime": 7.5567772324929114,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 29160792,
        "heap_mib": 27.809898376464844,
        "mobile_score": 566.2451829319239,
        "mobile_throughput": 7493.209942687761,
        "mobile_availability": 999.3666570160823,
        "mobile_accuracy": 826.5226747544457,
        "soft_acc_blocks": [
          24.999612
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.431607702735304,
        "mobile_acc_per_sec": 278.76092440734567
      },
      "started": "2026-08-18T08:48:39.540464683+10:00",
      "ended": "2026-08-18T08:48:42.508977503+10:00"
    },
    {
      "cell": {
        "id": "int8|none|TweenSplitLinearCache|bicameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2112,
        "total_correct": 661,
        "total_train": 118,
        "infer_ms": 476.0106,
        "train_ms": 1844.161734,
        "blocked_train": 1844161734,
        "duration": 3044915995,
        "avg_accuracy": 27.77777777777778,
        "soft_acc": 25.001125,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 693.6151944645028,
        "availability": 20.516174295525413,
        "score": 35.57742647129639,
        "zero_downtime": 5.129274380842178,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 27819992,
        "heap_mib": 26.531211853027344,
        "mobile_score": 2352.4804855319767,
        "mobile_throughput": 45863.80666860956,
        "mobile_availability": 1356.5877145986162,
        "mobile_accuracy": 1653.1453933661242,
        "soft_acc_blocks": [
          25.001125
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072336657,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.210776599766259,
        "mobile_acc_per_sec": 542.9198690803698
      },
      "started": "2026-08-18T08:48:46.781085466+10:00",
      "ended": "2026-08-18T08:48:49.829466143+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|TweenSplitLinearCache|bicameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 736,
        "total_correct": 238,
        "total_train": 49,
        "infer_ms": 873.557696,
        "train_ms": 1900.769258,
        "blocked_train": 1900769258,
        "duration": 2999240664,
        "avg_accuracy": 25,
        "soft_acc": 25.001199,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 245.3954458654272,
        "availability": 31.487193488154386,
        "score": 19.317961157676375,
        "zero_downtime": 7.872175903488519,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 29280920,
        "heap_mib": 27.924461364746094,
        "mobile_score": 159.64463950436354,
        "mobile_throughput": 2027.9607755413306,
        "mobile_availability": 260.2118107802006,
        "mobile_accuracy": 206.61121372768827,
        "soft_acc_blocks": [
          25.001199
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.082456537,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.335842901868578,
        "mobile_acc_per_sec": 68.88784091508579
      },
      "started": "2026-08-18T08:48:54.134228865+10:00",
      "ended": "2026-08-18T08:48:57.137226762+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|TweenSplitLinearCache|bicameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 664,
        "total_correct": 195,
        "total_train": 45,
        "infer_ms": 778.186961,
        "train_ms": 1868.584843,
        "blocked_train": 1868584843,
        "duration": 3068266195,
        "avg_accuracy": 43.75,
        "soft_acc": 25.0028965,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 216.40886344282785,
        "availability": 29.40136206014986,
        "score": 15.908631328270566,
        "zero_downtime": 7.351192125489536,
        "weight_bytes": 63452,
        "weight_mib": 0.060512542724609375,
        "heap_bytes": 48806288,
        "heap_mib": 46.54530334472656,
        "mobile_score": 262.8980804966374,
        "mobile_throughput": 3576.264584149068,
        "mobile_availability": 485.8721966775468,
        "mobile_accuracy": 413.18535586559915,
        "soft_acc_blocks": [
          25.0028965
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.124592982,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.148868093891052,
        "mobile_acc_per_sec": 134.66411634652815
      },
      "started": "2026-08-18T08:49:01.777713926+10:00",
      "ended": "2026-08-18T08:49:04.849662823+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|TweenSplitLinearCache|bicameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 736,
        "total_correct": 191,
        "total_train": 49,
        "infer_ms": 849.789402,
        "train_ms": 1957.181639,
        "blocked_train": 1957181639,
        "duration": 2928380124,
        "avg_accuracy": 18.75,
        "soft_acc": 25.000116,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 251.33349115710632,
        "availability": 30.2742489889478,
        "score": 19.02241998999858,
        "zero_downtime": 7.568597365365776,
        "weight_bytes": 31736,
        "weight_mib": 0.03026580810546875,
        "heap_bytes": 26002608,
        "heap_mib": 24.798019409179688,
        "mobile_score": 628.5118812526074,
        "mobile_throughput": 8304.205533890658,
        "mobile_availability": 1000.2788917265858,
        "mobile_accuracy": 826.0184533279556,
        "soft_acc_blocks": [
          25.000116
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.537182654364988,
        "mobile_acc_per_sec": 282.0735076563972
      },
      "started": "2026-08-18T08:49:09.17280191+10:00",
      "ended": "2026-08-18T08:49:12.104605518+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|TweenSplitLinearCache|bicameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1184,
        "total_correct": 228,
        "total_train": 91,
        "infer_ms": 603.387919,
        "train_ms": 1914.28624,
        "blocked_train": 1914286240,
        "duration": 3061753783,
        "avg_accuracy": 3.125,
        "soft_acc": 24.99525325,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 386.70647083838355,
        "availability": 23.966084604040297,
        "score": 23.16520078065576,
        "zero_downtime": 5.990383540889132,
        "weight_bytes": 15878,
        "weight_mib": 0.015142440795898438,
        "heap_bytes": 26194992,
        "heap_mib": 24.981491088867188,
        "mobile_score": 1529.8194718337884,
        "mobile_throughput": 25537.921927561965,
        "mobile_availability": 1582.7094803984228,
        "mobile_accuracy": 1650.6753162786247,
        "soft_acc_blocks": [
          24.99525325
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.163704537178326,
        "mobile_acc_per_sec": 539.1273868734287
      },
      "started": "2026-08-18T08:49:16.563491756+10:00",
      "ended": "2026-08-18T08:49:19.628650169+10:00"
    },
    {
      "cell": {
        "id": "int4|none|TweenSplitLinearCache|bicameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1920,
        "total_correct": 238,
        "total_train": 113,
        "infer_ms": 522.762047,
        "train_ms": 1864.349964,
        "blocked_train": 1864349964,
        "duration": 3065201760,
        "avg_accuracy": 10.416666666666666,
        "soft_acc": 24.99800433333333,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 626.3861730263394,
        "availability": 21.89935137484422,
        "score": 34.29088970266827,
        "zero_downtime": 5.47440080565545,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 47240312,
        "heap_mib": 45.05187225341797,
        "mobile_score": 4534.82204071952,
        "mobile_throughput": 82836.86565358391,
        "mobile_availability": 2896.0946231843427,
        "mobile_accuracy": 3305.8780920455706,
        "soft_acc_blocks": [
          24.99800433333333
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.155418889402352,
        "mobile_acc_per_sec": 1078.5189200875218
      },
      "started": "2026-08-18T08:49:23.910762846+10:00",
      "ended": "2026-08-18T08:49:27.001705972+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|TweenSplitLinearCache|bicameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 584,
        "total_correct": 98,
        "total_train": 46,
        "infer_ms": 749.95332,
        "train_ms": 1938.706429,
        "blocked_train": 1938706429,
        "duration": 3171426400,
        "avg_accuracy": 0,
        "soft_acc": 24.9991625,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 184.14427022490574,
        "availability": 27.89320293424752,
        "score": 12.840503575125018,
        "zero_downtime": 6.9730671279873055,
        "weight_bytes": 7949,
        "weight_mib": 0.007580757141113281,
        "heap_bytes": 31521576,
        "heap_mib": 30.061317443847656,
        "mobile_score": 1693.8286421927653,
        "mobile_throughput": 24291.012994760444,
        "mobile_availability": 3679.4745452234906,
        "mobile_accuracy": 3297.713148521827,
        "soft_acc_blocks": [
          24.9991625
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.8826242034183736,
        "mobile_acc_per_sec": 1039.8201731945685
      },
      "started": "2026-08-18T08:49:31.306033581+10:00",
      "ended": "2026-08-18T08:49:34.48076732+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|TweenSplitLinearCache|bicameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1016,
        "total_correct": 269,
        "total_train": 62,
        "infer_ms": 785.648733,
        "train_ms": 1914.152829,
        "blocked_train": 1914152829,
        "duration": 3014886395,
        "avg_accuracy": 14.583333333333334,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 336.99445580602054,
        "availability": 29.100239960524924,
        "score": 24.516548823304273,
        "zero_downtime": 7.275059990131231,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 27323960,
        "heap_mib": 26.05815887451172,
        "mobile_score": 3242.207680532867,
        "mobile_throughput": 44566.06110370208,
        "mobile_availability": 3848.3810337807267,
        "mobile_accuracy": 3306.142010341783,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.292186412549718,
        "mobile_acc_per_sec": 1096.605834244638
      },
      "started": "2026-08-18T08:49:38.933335031+10:00",
      "ended": "2026-08-18T08:49:41.957118234+10:00"
    },
    {
      "cell": {
        "id": "int2|none|TweenSplitLinearCache|bicameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1952,
        "total_correct": 663,
        "total_train": 112,
        "infer_ms": 490.086755,
        "train_ms": 1812.633569,
        "blocked_train": 1812633569,
        "duration": 3189113118,
        "avg_accuracy": 39.84375,
        "soft_acc": 24.998198125,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 612.0823965078306,
        "availability": 21.282947385841545,
        "score": 32.564946314003556,
        "zero_downtime": 5.320353354352177,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 45029504,
        "heap_mib": 42.9434814453125,
        "mobile_score": 8612.06081870179,
        "mobile_throughput": 161870.09104680832,
        "mobile_availability": 5628.445860796011,
        "mobile_accuracy": 6610.973668882723,
        "soft_acc_blocks": [
          24.998198125
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.139544681,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.838605029061249,
        "mobile_acc_per_sec": 2072.9818680839667
      },
      "started": "2026-08-18T08:49:46.461389582+10:00",
      "ended": "2026-08-18T08:49:49.65391056+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|TweenSplitLinearCache|bicameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 688,
        "total_correct": 234,
        "total_train": 49,
        "infer_ms": 922.168639,
        "train_ms": 1941.562232,
        "blocked_train": 1941562232,
        "duration": 3114851006,
        "avg_accuracy": 6.25,
        "soft_acc": 25.001043,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 220.87733849058463,
        "availability": 32.2016516404694,
        "score": 17.78227961912553,
        "zero_downtime": 8.05074877334396,
        "weight_bytes": 3985,
        "weight_mib": 0.0038003921508789062,
        "heap_bytes": 33424440,
        "heap_mib": 31.87602996826172,
        "mobile_score": 4679.064399975952,
        "mobile_throughput": 58119.61758722792,
        "mobile_availability": 8473.244434267714,
        "mobile_accuracy": 6578.542952262986,
        "soft_acc_blocks": [
          25.001043
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.026400926349798,
        "mobile_acc_per_sec": 2111.992817502676
      },
      "started": "2026-08-18T08:49:53.984593182+10:00",
      "ended": "2026-08-18T08:49:57.102666006+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|TweenSplitLinearCache|bicameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2136,
        "total_correct": 257,
        "total_train": 111,
        "infer_ms": 633.48153,
        "train_ms": 1850.034406,
        "blocked_train": 1850034406,
        "duration": 3313236184,
        "avg_accuracy": 21.428571428571427,
        "soft_acc": 24.99891728571429,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 644.6869107354889,
        "availability": 25.507447760544594,
        "score": 41.109013793961914,
        "zero_downtime": 6.3765857673553255,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 26481112,
        "heap_mib": 25.254356384277344,
        "mobile_score": 10871.607880962776,
        "mobile_throughput": 170492.6159171188,
        "mobile_availability": 6745.648812852663,
        "mobile_accuracy": 6611.163856692345,
        "soft_acc_blocks": [
          24.99891728571429
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.545166084578258,
        "mobile_acc_per_sec": 1995.379589483665
      },
      "started": "2026-08-18T08:50:01.721652579+10:00",
      "ended": "2026-08-18T08:50:05.038024332+10:00"
    },
    {
      "cell": {
        "id": "binary|none|TweenSplitLinearCache|bicameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1688,
        "total_correct": 183,
        "total_train": 105,
        "infer_ms": 653.281347,
        "train_ms": 1856.191755,
        "blocked_train": 1856191755,
        "duration": 3105773129,
        "avg_accuracy": 3.5714285714285716,
        "soft_acc": 24.98189657142857,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 543.5039617795599,
        "availability": 26.032610051860996,
        "score": 35.34645251927126,
        "zero_downtime": 6.503439717999231,
        "weight_bytes": 1983,
        "weight_mib": 0.0018911361694335938,
        "heap_bytes": 26460824,
        "heap_mib": 25.235008239746094,
        "mobile_score": 18690.590921254352,
        "mobile_throughput": 287395.4665794068,
        "mobile_availability": 13765.59259593555,
        "mobile_accuracy": 13209.993534685973,
        "soft_acc_blocks": [
          24.98189657142857
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.043696539892554,
        "mobile_acc_per_sec": 4253.367192644667
      },
      "started": "2026-08-18T08:50:09.490422898+10:00",
      "ended": "2026-08-18T08:50:12.640258459+10:00"
    },
    {
      "cell": {
        "id": "int|none|TweenSplitLinearCache|bicameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 560,
        "total_correct": 79,
        "total_train": 40,
        "infer_ms": 832.630346,
        "train_ms": 1974.279132,
        "blocked_train": 1974279132,
        "duration": 2958683521,
        "avg_accuracy": 18.75,
        "soft_acc": 24.999037,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 189.27336973530936,
        "availability": 29.663598079168267,
        "score": 14.035782238136296,
        "zero_downtime": 7.415613859342565,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 27847808,
        "heap_mib": 26.5577392578125,
        "mobile_score": 116.01072326377857,
        "mobile_throughput": 1564.4115978021484,
        "mobile_availability": 245.1801694685801,
        "mobile_accuracy": 206.62591610947158,
        "soft_acc_blocks": [
          24.999037
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.449378523442284,
        "mobile_acc_per_sec": 69.83711324408041
      },
      "started": "2026-08-18T08:50:16.976793+10:00",
      "ended": "2026-08-18T08:50:19.939124692+10:00"
    },
    {
      "cell": {
        "id": "uint|none|TweenSplitLinearCache|bicameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 576,
        "total_correct": 185,
        "total_train": 43,
        "infer_ms": 875.705233,
        "train_ms": 1884.151983,
        "blocked_train": 1884151983,
        "duration": 3160678329,
        "avg_accuracy": 0,
        "soft_acc": 24.9989495,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 182.23936131527796,
        "availability": 31.730091974439304,
        "score": 14.455571791090458,
        "zero_downtime": 7.932189668993634,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 24108040,
        "heap_mib": 22.99121856689453,
        "mobile_score": 119.4615999370643,
        "mobile_throughput": 1506.0355957451602,
        "mobile_availability": 262.2191365514144,
        "mobile_accuracy": 206.59262374225275,
        "soft_acc_blocks": [
          24.9989495
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.909362136168207,
        "mobile_acc_per_sec": 65.36338160283971
      },
      "started": "2026-08-18T08:50:24.358431416+10:00",
      "ended": "2026-08-18T08:50:27.523105885+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|TweenSplitLinearCache|bicameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 528,
        "total_correct": 129,
        "total_train": 46,
        "infer_ms": 777.055437,
        "train_ms": 1965.061038,
        "blocked_train": 1965061038,
        "duration": 2988739956,
        "avg_accuracy": 18.75,
        "soft_acc": 24.99917,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 176.66307801052466,
        "availability": 28.33779834242818,
        "score": 12.515191179894888,
        "zero_downtime": 7.084214381880803,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 30411104,
        "heap_mib": 29.002288818359375,
        "mobile_score": 103.42619326825654,
        "mobile_throughput": 1459.9528994038958,
        "mobile_availability": 234.18504488122986,
        "mobile_accuracy": 206.594445965764,
        "soft_acc_blocks": [
          24.99917
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.364451363462818,
        "mobile_acc_per_sec": 69.12426273521001
      },
      "started": "2026-08-18T08:50:32.070466338+10:00",
      "ended": "2026-08-18T08:50:35.062918684+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|TweenSplitLinearCache|bicameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 664,
        "total_correct": 169,
        "total_train": 48,
        "infer_ms": 947.951955,
        "train_ms": 1941.725768,
        "blocked_train": 1941725768,
        "duration": 3093758819,
        "avg_accuracy": 12.5,
        "soft_acc": 24.99985,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 214.62565081741752,
        "availability": 32.804763917266776,
        "score": 17.601753902980704,
        "zero_downtime": 8.201141772170818,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 31440240,
        "heap_mib": 29.983749389648438,
        "mobile_score": 145.48474508585488,
        "mobile_throughput": 1773.957201661026,
        "mobile_availability": 271.1430203155499,
        "mobile_accuracy": 206.63263584310758,
        "soft_acc_blocks": [
          24.99985
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.080736561126228,
        "mobile_acc_per_sec": 66.79015654811055
      },
      "started": "2026-08-18T08:50:39.551236327+10:00",
      "ended": "2026-08-18T08:50:42.647556288+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|TweenSplitLinearCache|bicameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 584,
        "total_correct": 140,
        "total_train": 49,
        "infer_ms": 856.374649,
        "train_ms": 1934.122814,
        "blocked_train": 1934122814,
        "duration": 3110268232,
        "avg_accuracy": 18.75,
        "soft_acc": 25.000401,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 187.76515606966467,
        "availability": 30.688959956241316,
        "score": 14.40602445842432,
        "zero_downtime": 7.672363051789754,
        "weight_bytes": 253728,
        "weight_mib": 0.241973876953125,
        "heap_bytes": 32240656,
        "heap_mib": 30.747085571289062,
        "mobile_score": 59.53545333000985,
        "mobile_throughput": 775.9728382003748,
        "mobile_availability": 126.82757470628269,
        "mobile_accuracy": 103.31859502686342,
        "soft_acc_blocks": [
          25.000401
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.038020882823973,
        "mobile_acc_per_sec": 33.21854815088611
      },
      "started": "2026-08-18T08:50:47.087683239+10:00",
      "ended": "2026-08-18T08:50:50.20132657+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|TweenSplitLinearCache|bicameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 536,
        "total_correct": 131,
        "total_train": 35,
        "infer_ms": 856.423296,
        "train_ms": 1921.272061,
        "blocked_train": 1921272061,
        "duration": 3069951065,
        "avg_accuracy": 31.25,
        "soft_acc": 25.001393,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 174.5956168848574,
        "availability": 30.832153491625686,
        "score": 13.458647020926517,
        "zero_downtime": 7.70846786480456,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 29646720,
        "heap_mib": 28.2733154296875,
        "mobile_score": 1779.8479327298578,
        "mobile_throughput": 23089.516152182652,
        "mobile_availability": 4077.4191171187913,
        "mobile_accuracy": 3306.3262285745996,
        "soft_acc_blocks": [
          25.001393
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071932131,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.14390603323835,
        "mobile_acc_per_sec": 1076.9963945906086
      },
      "started": "2026-08-18T08:50:54.517573047+10:00",
      "ended": "2026-08-18T08:50:57.596848889+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|TweenSplitLinearCache|bicameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 296,
        "total_correct": 111,
        "total_train": 20,
        "infer_ms": 1099.641793,
        "train_ms": 1989.896028,
        "blocked_train": 1989896028,
        "duration": 3118745430,
        "avg_accuracy": 25,
        "soft_acc": 25.000236,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 94.90995871375112,
        "availability": 35.59243669152028,
        "score": 8.445271464895022,
        "zero_downtime": 8.898193171030663,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 39044040,
        "heap_mib": 37.23529815673828,
        "mobile_score": 744.5358139880412,
        "mobile_throughput": 8367.269620668429,
        "mobile_availability": 3137.8320914955075,
        "mobile_accuracy": 2204.022823603161,
        "soft_acc_blocks": [
          25.000236
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.116210711,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.016119481736602,
        "mobile_acc_per_sec": 706.7017405146662
      },
      "started": "2026-08-18T08:51:02.130311826+10:00",
      "ended": "2026-08-18T08:51:05.272952845+10:00"
    },
    {
      "cell": {
        "id": "int6|none|TweenSplitLinearCache|bicameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 288,
        "total_correct": 58,
        "total_train": 22,
        "infer_ms": 994.095337,
        "train_ms": 2015.086256,
        "blocked_train": 2015086256,
        "duration": 3239853437,
        "avg_accuracy": 25,
        "soft_acc": 25.000541,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 88.89291000357063,
        "availability": 33.035405351158545,
        "score": 7.34169215781036,
        "zero_downtime": 8.259030059332586,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 30976248,
        "heap_mib": 29.54125213623047,
        "mobile_score": 647.2441732023,
        "mobile_throughput": 7836.8061207250785,
        "mobile_availability": 2912.404002143637,
        "mobile_accuracy": 2204.0497124277786,
        "soft_acc_blocks": [
          25.000541
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.074906554,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.716565420672145,
        "mobile_acc_per_sec": 680.2930303133273
      },
      "started": "2026-08-18T08:51:09.955873907+10:00",
      "ended": "2026-08-18T08:51:13.24804086+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|TweenSplitLinearCache|bicameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 280,
        "total_correct": 52,
        "total_train": 23,
        "infer_ms": 933.893974,
        "train_ms": 1986.613964,
        "blocked_train": 1986613964,
        "duration": 2967298231,
        "avg_accuracy": 25,
        "soft_acc": 25.000641,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 94.3619340566378,
        "availability": 31.977107880745645,
        "score": 7.543747779646151,
        "zero_downtime": 7.994481943447928,
        "weight_bytes": 11914,
        "weight_mib": 0.011362075805664062,
        "heap_bytes": 32015824,
        "heap_mib": 30.532669067382812,
        "mobile_score": 663.9409830275509,
        "mobile_throughput": 8304.990713897352,
        "mobile_availability": 2814.371988682285,
        "mobile_accuracy": 2200.358581267081,
        "soft_acc_blocks": [
          25.000641
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073482495,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.425388705055983,
        "mobile_acc_per_sec": 741.5360405231478
      },
      "started": "2026-08-18T08:51:17.989843103+10:00",
      "ended": "2026-08-18T08:51:20.96257695+10:00"
    },
    {
      "cell": {
        "id": "int5|none|TweenSplitLinearCache|bicameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 312,
        "total_correct": 102,
        "total_train": 22,
        "infer_ms": 935.916996,
        "train_ms": 1985.907876,
        "blocked_train": 1985907876,
        "duration": 3142287095,
        "avg_accuracy": 31.25,
        "soft_acc": 24.998572,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 99.29073651368574,
        "availability": 32.03193336359552,
        "score": 7.950731467348052,
        "zero_downtime": 8.007525924890448,
        "weight_bytes": 9912,
        "weight_mib": 0.00945281982421875,
        "heap_bytes": 27623648,
        "heap_mib": 26.343963623046875,
        "mobile_score": 841.0962670607295,
        "mobile_throughput": 10503.821966361435,
        "mobile_availability": 3388.6114365078224,
        "mobile_accuracy": 2644.5624125778854,
        "soft_acc_blocks": [
          24.998572
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072385777,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.955534056635904,
        "mobile_acc_per_sec": 841.6043259656022
      },
      "started": "2026-08-18T08:51:25.500570919+10:00",
      "ended": "2026-08-18T08:51:28.647604465+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|TweenSplitLinearCache|bicameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 296,
        "total_correct": 63,
        "total_train": 22,
        "infer_ms": 878.150416,
        "train_ms": 2013.620395,
        "blocked_train": 2013620395,
        "duration": 3030877687,
        "avg_accuracy": 25,
        "soft_acc": 25.0015895,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 97.66147979827733,
        "availability": 30.36722041247549,
        "score": 7.414740606343214,
        "zero_downtime": 7.592287790087329,
        "weight_bytes": 9932,
        "weight_mib": 0.009471893310546875,
        "heap_bytes": 31404936,
        "heap_mib": 29.95008087158203,
        "mobile_score": 782.815046922769,
        "mobile_throughput": 10310.660878066697,
        "mobile_availability": 3206.0348883640654,
        "mobile_accuracy": 2639.5556495722917,
        "soft_acc_blocks": [
          25.0015895
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.078482383,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.248960229321192,
        "mobile_acc_per_sec": 870.888211983558
      },
      "started": "2026-08-18T08:51:32.930298672+10:00",
      "ended": "2026-08-18T08:51:35.965795468+10:00"
    },
    {
      "cell": {
        "id": "int3|none|TweenSplitLinearCache|bicameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 384,
        "total_correct": 106,
        "total_train": 27,
        "infer_ms": 905.434236,
        "train_ms": 1884.781114,
        "blocked_train": 1884781114,
        "duration": 3561298944,
        "avg_accuracy": 37.5,
        "soft_acc": 25.0012845,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 107.82582592426142,
        "availability": 32.45033527609258,
        "score": 8.747909951180528,
        "zero_downtime": 8.113000643579767,
        "weight_bytes": 5947,
        "weight_mib": 0.005671501159667969,
        "heap_bytes": 45093304,
        "heap_mib": 43.00432586669922,
        "mobile_score": 1542.4328947316417,
        "mobile_throughput": 19011.8670328499,
        "mobile_availability": 5721.648354206163,
        "mobile_accuracy": 4408.230518895578,
        "soft_acc_blocks": [
          25.0012845
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.166050171,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.020271224947749,
        "mobile_acc_per_sec": 1237.8153556365917
      },
      "started": "2026-08-18T08:51:40.455776413+10:00",
      "ended": "2026-08-18T08:51:44.085989681+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|TweenSplitLinearCache|bicameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 368,
        "total_correct": 132,
        "total_train": 31,
        "infer_ms": 903.331476,
        "train_ms": 1989.007065,
        "blocked_train": 1989007065,
        "duration": 3144670509,
        "avg_accuracy": 75,
        "soft_acc": 25.0058845,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 117.02338892001228,
        "availability": 31.23187217522888,
        "score": 9.13929951274185,
        "zero_downtime": 7.809805883325371,
        "weight_bytes": 5967,
        "weight_mib": 0.005690574645996094,
        "heap_bytes": 27225776,
        "heap_mib": 25.964523315429688,
        "mobile_score": 1606.041583018736,
        "mobile_throughput": 20564.42384115817,
        "mobile_availability": 5488.351197924048,
        "mobile_accuracy": 4394.263506866432,
        "soft_acc_blocks": [
          25.0058845
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.070551354,
        "time_to_acc50_sec": 0.070551354,
        "acc_per_sec": 7.95182974764241,
        "mobile_acc_per_sec": 1397.368498318064
      },
      "started": "2026-08-18T08:51:48.649020951+10:00",
      "ended": "2026-08-18T08:51:51.797770517+10:00"
    },
    {
      "cell": {
        "id": "float64|none|TweenSplitLinearCache|tricameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1000,
        "total_correct": 224,
        "total_train": 73,
        "infer_ms": 692.814964,
        "train_ms": 1914.655877,
        "blocked_train": 1914655877,
        "duration": 3189356287,
        "avg_accuracy": 6.25,
        "soft_acc": 24.999592,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 313.54289393005655,
        "availability": 26.570382038646166,
        "score": 20.827046290118115,
        "zero_downtime": 6.642487102502823,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 30731112,
        "heap_mib": 29.307472229003906,
        "mobile_score": 129.73303922338,
        "mobile_throughput": 1953.0792792130203,
        "mobile_availability": 165.50865481272837,
        "mobile_accuracy": 155.72410049539016,
        "soft_acc_blocks": [
          24.999592
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.83844442275069,
        "mobile_acc_per_sec": 48.82618512397959
      },
      "started": "2026-08-18T08:51:56.196686888+10:00",
      "ended": "2026-08-18T08:51:59.390183845+10:00"
    },
    {
      "cell": {
        "id": "float32|none|TweenSplitLinearCache|tricameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1952,
        "total_correct": 729,
        "total_train": 101,
        "infer_ms": 597.708279,
        "train_ms": 1795.441263,
        "blocked_train": 1795441263,
        "duration": 3098193202,
        "avg_accuracy": 50,
        "soft_acc": 25.002635285714288,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 630.0446333494989,
        "availability": 24.975801491305216,
        "score": 39.34382108425859,
        "zero_downtime": 6.2446085565550336,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 27249504,
        "heap_mib": 25.987152099609375,
        "mobile_score": 490.1504911278341,
        "mobile_throughput": 7849.178802621948,
        "mobile_availability": 311.1518157084267,
        "mobile_accuracy": 311.4861146439638,
        "soft_acc_blocks": [
          25.002635285714288
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.07180578,
        "time_to_acc50_sec": 0.07180578,
        "acc_per_sec": 8.070069765040524,
        "mobile_acc_per_sec": 100.53798918766196
      },
      "started": "2026-08-18T08:52:03.885246235+10:00",
      "ended": "2026-08-18T08:52:06.986377297+10:00"
    },
    {
      "cell": {
        "id": "float16|none|TweenSplitLinearCache|tricameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 624,
        "total_correct": 219,
        "total_train": 46,
        "infer_ms": 850.704898,
        "train_ms": 1887.257695,
        "blocked_train": 1887257695,
        "duration": 3035908772,
        "avg_accuracy": 29.166666666666668,
        "soft_acc": 25.001808999999998,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 205.5397730508616,
        "availability": 31.070727561251232,
        "score": 15.966831004957546,
        "zero_downtime": 7.768243959774391,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 44513352,
        "heap_mib": 42.45124053955078,
        "mobile_score": 397.83375600832534,
        "mobile_throughput": 5121.282983237817,
        "mobile_availability": 774.166410589929,
        "mobile_accuracy": 622.9516413359946,
        "soft_acc_blocks": [
          25.001808999999998
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.143320779,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.235362416219534,
        "mobile_acc_per_sec": 205.19445349657386
      },
      "started": "2026-08-18T08:52:11.505595967+10:00",
      "ended": "2026-08-18T08:52:14.544972754+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|TweenSplitLinearCache|tricameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 880,
        "total_correct": 350,
        "total_train": 60,
        "infer_ms": 825.01494,
        "train_ms": 1921.190519,
        "blocked_train": 1921190519,
        "duration": 3067218735,
        "avg_accuracy": 45.833333333333336,
        "soft_acc": 25.003984,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 286.904872469097,
        "availability": 30.041996213219242,
        "score": 21.551421618001662,
        "zero_downtime": 7.511695926433945,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 27846832,
        "heap_mib": 26.556808471679688,
        "mobile_score": 536.9808828656428,
        "mobile_throughput": 7148.597175985074,
        "mobile_availability": 748.5342700616048,
        "mobile_accuracy": 623.0058342073947,
        "soft_acc_blocks": [
          25.003984
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071911718,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.152005500840161,
        "mobile_acc_per_sec": 203.1175106940636
      },
      "started": "2026-08-18T08:52:18.948385827+10:00",
      "ended": "2026-08-18T08:52:22.019273984+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|TweenSplitLinearCache|tricameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 696,
        "total_correct": 175,
        "total_train": 51,
        "infer_ms": 809.499234,
        "train_ms": 1872.095962,
        "blocked_train": 1872095962,
        "duration": 3135712239,
        "avg_accuracy": 25,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 221.95914259720436,
        "availability": 30.187227185053473,
        "score": 16.75082765845372,
        "zero_downtime": 7.546806796263367,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 37935176,
        "heap_mib": 36.17780303955078,
        "mobile_score": 834.73604518538,
        "mobile_throughput": 11060.784616861807,
        "mobile_availability": 1504.305766219686,
        "mobile_accuracy": 1245.813135633495,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.127929813,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.972670351911076,
        "mobile_acc_per_sec": 397.29829801946147
      },
      "started": "2026-08-18T08:52:26.901630797+10:00",
      "ended": "2026-08-18T08:52:30.043165579+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|TweenSplitLinearCache|tricameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 648,
        "total_correct": 66,
        "total_train": 50,
        "infer_ms": 847.443708,
        "train_ms": 1951.141528,
        "blocked_train": 1951141528,
        "duration": 3079680507,
        "avg_accuracy": 6.25,
        "soft_acc": 24.9985175,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 210.41143668218828,
        "availability": 30.2811469559257,
        "score": 15.927804513631049,
        "zero_downtime": 7.569837820977803,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 36648424,
        "heap_mib": 34.950660705566406,
        "mobile_score": 793.7227233953612,
        "mobile_throughput": 10485.333268247423,
        "mobile_availability": 1508.9860255896183,
        "mobile_accuracy": 1245.7392589145518,
        "soft_acc_blocks": [
          24.9985175
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.117243799536768,
        "mobile_acc_per_sec": 404.5027580240978
      },
      "started": "2026-08-18T08:52:34.472359267+10:00",
      "ended": "2026-08-18T08:52:37.55622409+10:00"
    },
    {
      "cell": {
        "id": "int64|none|TweenSplitLinearCache|tricameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 584,
        "total_correct": 81,
        "total_train": 42,
        "infer_ms": 882.436321,
        "train_ms": 1908.20342,
        "blocked_train": 1908203420,
        "duration": 3042391872,
        "avg_accuracy": 18.75,
        "soft_acc": 25.000701,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 191.95423356692427,
        "availability": 31.621291277239074,
        "score": 15.175027324632515,
        "zero_downtime": 7.905544484561622,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 47225240,
        "heap_mib": 45.037498474121094,
        "mobile_score": 94.52624187312199,
        "mobile_throughput": 1195.695528090671,
        "mobile_availability": 196.97110019438645,
        "mobile_accuracy": 155.73100852922727,
        "soft_acc_blocks": [
          25.000701
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.217449313511707,
        "mobile_acc_per_sec": 51.187031480876655
      },
      "started": "2026-08-18T08:52:42.185453906+10:00",
      "ended": "2026-08-18T08:52:45.234025769+10:00"
    },
    {
      "cell": {
        "id": "int32|none|TweenSplitLinearCache|tricameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 544,
        "total_correct": 103,
        "total_train": 45,
        "infer_ms": 813.973028,
        "train_ms": 1960.757097,
        "blocked_train": 1960757097,
        "duration": 3333545260,
        "avg_accuracy": 0,
        "soft_acc": 24.998515,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 163.1896247300389,
        "availability": 29.335214285028893,
        "score": 11.967295626785187,
        "zero_downtime": 7.333367943325092,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 30410296,
        "heap_mib": 29.00151824951172,
        "mobile_score": 149.09014089858266,
        "mobile_throughput": 2033.037780877831,
        "mobile_availability": 365.46195292912336,
        "mobile_accuracy": 311.4347835833096,
        "soft_acc_blocks": [
          24.998515
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.4990777236364865,
        "mobile_acc_per_sec": 93.42449533242862
      },
      "started": "2026-08-18T08:52:49.850243326+10:00",
      "ended": "2026-08-18T08:52:53.188263111+10:00"
    },
    {
      "cell": {
        "id": "int16|none|TweenSplitLinearCache|tricameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 568,
        "total_correct": 160,
        "total_train": 38,
        "infer_ms": 877.793571,
        "train_ms": 1868.950207,
        "blocked_train": 1868950207,
        "duration": 3246077742,
        "avg_accuracy": 18.75,
        "soft_acc": 24.999311,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 174.98040562948415,
        "availability": 31.95760660425168,
        "score": 13.979502130701405,
        "zero_downtime": 7.9891814631534155,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 53269032,
        "heap_mib": 50.801307678222656,
        "mobile_score": 348.3169476808848,
        "mobile_throughput": 4359.85775623377,
        "mobile_availability": 796.2641218196894,
        "mobile_accuracy": 622.8894005117384,
        "soft_acc_blocks": [
          24.999311
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.701390104291594,
        "mobile_acc_per_sec": 191.8898590912856
      },
      "started": "2026-08-18T08:52:58.169399424+10:00",
      "ended": "2026-08-18T08:53:01.423541529+10:00"
    },
    {
      "cell": {
        "id": "int8|none|TweenSplitLinearCache|tricameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1520,
        "total_correct": 201,
        "total_train": 83,
        "infer_ms": 424.055018,
        "train_ms": 1868.762815,
        "blocked_train": 1868762815,
        "duration": 3238244793,
        "avg_accuracy": 14.583333333333334,
        "soft_acc": 25.000036833333336,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 469.39008542088317,
        "availability": 18.4949284629888,
        "score": 21.703372103993043,
        "zero_downtime": 4.62373892804585,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 30654608,
        "heap_mib": 29.234512329101562,
        "mobile_score": 1081.533842187844,
        "mobile_throughput": 23390.893366138578,
        "mobile_availability": 921.64899287173,
        "mobile_accuracy": 1245.814971131515,
        "soft_acc_blocks": [
          25.000036833333336
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.72024304258129,
        "mobile_acc_per_sec": 384.7192077092348
      },
      "started": "2026-08-18T08:53:05.885217567+10:00",
      "ended": "2026-08-18T08:53:09.127968083+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|TweenSplitLinearCache|tricameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 576,
        "total_correct": 92,
        "total_train": 40,
        "infer_ms": 940.79838,
        "train_ms": 1930.870908,
        "blocked_train": 1930870908,
        "duration": 3119654297,
        "avg_accuracy": 12.5,
        "soft_acc": 24.997836,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 184.63584268100075,
        "availability": 32.761376246609075,
        "score": 15.121001789484138,
        "zero_downtime": 8.189635105470291,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 27413704,
        "heap_mib": 26.14374542236328,
        "mobile_score": 94.1762863649924,
        "mobile_throughput": 1149.9448406692388,
        "mobile_availability": 204.0436734329078,
        "mobile_accuracy": 155.69096508396294,
        "soft_acc_blocks": [
          24.997836
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.013014783092808,
        "mobile_acc_per_sec": 49.90648009738848
      },
      "started": "2026-08-18T08:53:13.643115879+10:00",
      "ended": "2026-08-18T08:53:16.767066524+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|TweenSplitLinearCache|tricameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 560,
        "total_correct": 106,
        "total_train": 43,
        "infer_ms": 832.209527,
        "train_ms": 1963.58717,
        "blocked_train": 1963587170,
        "duration": 3181379008,
        "avg_accuracy": 25,
        "soft_acc": 24.999183,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 176.02429593952988,
        "availability": 29.766453615636415,
        "score": 13.098619523897089,
        "zero_downtime": 7.441370211983063,
        "weight_bytes": 84192,
        "weight_mib": 0.080291748046875,
        "heap_bytes": 27294584,
        "heap_mib": 26.03014373779297,
        "mobile_score": 163.13780484950962,
        "mobile_throughput": 2192.308677060629,
        "mobile_availability": 370.7286780985078,
        "mobile_accuracy": 311.3543247981756,
        "soft_acc_blocks": [
          24.999183
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.070912814,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.857970690425829,
        "mobile_acc_per_sec": 97.86772466129744
      },
      "started": "2026-08-18T08:53:21.264655921+10:00",
      "ended": "2026-08-18T08:53:24.450198517+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|TweenSplitLinearCache|tricameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 520,
        "total_correct": 68,
        "total_train": 41,
        "infer_ms": 869.45713,
        "train_ms": 1998.660927,
        "blocked_train": 1998660927,
        "duration": 3119657126,
        "avg_accuracy": 12.5,
        "soft_acc": 24.9953575,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 166.68498459852862,
        "availability": 30.31455165794105,
        "score": 12.630105594305501,
        "zero_downtime": 7.577230561424543,
        "weight_bytes": 42108,
        "weight_mib": 0.040157318115234375,
        "heap_bytes": 30804400,
        "heap_mib": 29.377365112304688,
        "mobile_score": 314.51566456859706,
        "mobile_throughput": 4150.799715265193,
        "mobile_availability": 754.8948256691649,
        "mobile_accuracy": 622.4359263303885,
        "soft_acc_blocks": [
          24.9953575
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.012213038311955,
        "mobile_acc_per_sec": 199.52062075759943
      },
      "started": "2026-08-18T08:53:28.891509934+10:00",
      "ended": "2026-08-18T08:53:32.015899658+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|TweenSplitLinearCache|tricameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1176,
        "total_correct": 87,
        "total_train": 71,
        "infer_ms": 758.622194,
        "train_ms": 1865.382845,
        "blocked_train": 1865382845,
        "duration": 3368826934,
        "avg_accuracy": 15.625,
        "soft_acc": 25.00049025,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 349.0829368915275,
        "availability": 28.91085126456573,
        "score": 25.231206942937465,
        "zero_downtime": 7.227854551589757,
        "weight_bytes": 21066,
        "weight_mib": 0.020090103149414062,
        "heap_bytes": 27631216,
        "heap_mib": 26.351181030273438,
        "mobile_score": 1255.9023094748693,
        "mobile_throughput": 17375.865832809755,
        "mobile_availability": 1439.0593741381028,
        "mobile_accuracy": 1244.4182124933068,
        "soft_acc_blocks": [
          25.00049025
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.421126326698977,
        "mobile_acc_per_sec": 369.39214654631667
      },
      "started": "2026-08-18T08:53:36.532147802+10:00",
      "ended": "2026-08-18T08:53:39.905142282+10:00"
    },
    {
      "cell": {
        "id": "int4|none|TweenSplitLinearCache|tricameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1496,
        "total_correct": 131,
        "total_train": 85,
        "infer_ms": 481.966766,
        "train_ms": 1892.684211,
        "blocked_train": 1892684211,
        "duration": 3296046682,
        "avg_accuracy": 0,
        "soft_acc": 24.99439025,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 453.87706678117974,
        "availability": 20.296320203185797,
        "score": 23.02491797975354,
        "zero_downtime": 5.072941477973851,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 27637008,
        "heap_mib": 26.356704711914062,
        "mobile_score": 2294.7796212848634,
        "mobile_throughput": 45235.680940703576,
        "mobile_availability": 2022.833785132188,
        "mobile_accuracy": 2491.0671752479802,
        "soft_acc_blocks": [
          24.99439025
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.583142067282164,
        "mobile_acc_per_sec": 755.7742397436044
      },
      "started": "2026-08-18T08:53:44.575895894+10:00",
      "ended": "2026-08-18T08:53:47.895872178+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|TweenSplitLinearCache|tricameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 504,
        "total_correct": 172,
        "total_train": 38,
        "infer_ms": 853.727271,
        "train_ms": 1994.831361,
        "blocked_train": 1994831361,
        "duration": 3172466660,
        "avg_accuracy": 37.5,
        "soft_acc": 24.9997145,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 158.86691776927924,
        "availability": 29.97050021752896,
        "score": 11.90316654819148,
        "zero_downtime": 7.49253948860412,
        "weight_bytes": 10545,
        "weight_mib": 0.010056495666503906,
        "heap_bytes": 33754656,
        "heap_mib": 32.190948486328125,
        "mobile_score": 1183.6296601646686,
        "mobile_throughput": 15797.443069401588,
        "mobile_availability": 2980.213109160327,
        "mobile_accuracy": 2485.927039502323,
        "soft_acc_blocks": [
          24.9997145
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072513595,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.880213467712219,
        "mobile_acc_per_sec": 783.5943781052449
      },
      "started": "2026-08-18T08:53:52.525381799+10:00",
      "ended": "2026-08-18T08:53:55.702223244+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|TweenSplitLinearCache|tricameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 696,
        "total_correct": 175,
        "total_train": 52,
        "infer_ms": 661.073483,
        "train_ms": 1900.673121,
        "blocked_train": 1900673121,
        "duration": 3204788236,
        "avg_accuracy": 25,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 217.17503583597153,
        "availability": 25.805576631497313,
        "score": 14.010817574283347,
        "zero_downtime": 6.451394157874329,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 30392952,
        "heap_mib": 28.98497772216797,
        "mobile_score": 1396.388846000545,
        "mobile_throughput": 21644.760990090264,
        "mobile_availability": 2571.914107209289,
        "mobile_accuracy": 2491.62627126699,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073640988,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.800827436636908,
        "mobile_acc_per_sec": 777.4698631497939
      },
      "started": "2026-08-18T08:54:00.582559812+10:00",
      "ended": "2026-08-18T08:54:03.799460948+10:00"
    },
    {
      "cell": {
        "id": "int2|none|TweenSplitLinearCache|tricameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1600,
        "total_correct": 384,
        "total_train": 82,
        "infer_ms": 517.19067,
        "train_ms": 1869.534112,
        "blocked_train": 1869534112,
        "duration": 3241924026,
        "avg_accuracy": 25,
        "soft_acc": 24.9956718,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 493.53408259049684,
        "availability": 21.669472488009717,
        "score": 26.73192921465065,
        "zero_downtime": 5.416430223894204,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 27232120,
        "heap_mib": 25.97057342529297,
        "mobile_score": 5327.971755974438,
        "mobile_throughput": 98366.84930363292,
        "mobile_availability": 4318.967645616285,
        "mobile_accuracy": 4981.916280812925,
        "soft_acc_blocks": [
          24.9956718
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071832658,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.710134969091346,
        "mobile_acc_per_sec": 1536.715925746042
      },
      "started": "2026-08-18T08:54:08.411469369+10:00",
      "ended": "2026-08-18T08:54:11.657520108+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|TweenSplitLinearCache|tricameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 480,
        "total_correct": 114,
        "total_train": 37,
        "infer_ms": 836.038185,
        "train_ms": 1980.672914,
        "blocked_train": 1980672914,
        "duration": 3502732933,
        "avg_accuracy": 18.75,
        "soft_acc": 25.002719,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 137.0358543404257,
        "availability": 29.681360835934274,
        "score": 10.169632529299815,
        "zero_downtime": 7.421147245184698,
        "weight_bytes": 5285,
        "weight_mib": 0.005040168762207031,
        "heap_bytes": 26365592,
        "heap_mib": 25.144187927246094,
        "mobile_score": 2017.716669639183,
        "mobile_throughput": 27188.743235736274,
        "mobile_availability": 5888.961706698319,
        "mobile_accuracy": 4960.690837870198,
        "soft_acc_blocks": [
          25.002719
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.13806033124707,
        "mobile_acc_per_sec": 1416.2343897630517
      },
      "started": "2026-08-18T08:54:16.303515263+10:00",
      "ended": "2026-08-18T08:54:19.810389181+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|TweenSplitLinearCache|tricameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1424,
        "total_correct": 180,
        "total_train": 89,
        "infer_ms": 444.183649,
        "train_ms": 1896.998558,
        "blocked_train": 1896998558,
        "duration": 3284621690,
        "avg_accuracy": 15,
        "soft_acc": 24.999924999999998,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 433.5354675198531,
        "availability": 18.97262193740908,
        "score": 20.563199614496252,
        "zero_downtime": 4.743141254885817,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 27227816,
        "heap_mib": 25.966468811035156,
        "mobile_score": 4098.475118602932,
        "mobile_throughput": 86408.45588102975,
        "mobile_availability": 3781.45524057036,
        "mobile_accuracy": 4982.7639910283215,
        "soft_acc_blocks": [
          24.999924999999998
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.611203773059174,
        "mobile_acc_per_sec": 1516.9978345446295
      },
      "started": "2026-08-18T08:54:24.432061883+10:00",
      "ended": "2026-08-18T08:54:27.720696745+10:00"
    },
    {
      "cell": {
        "id": "binary|none|TweenSplitLinearCache|tricameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1336,
        "total_correct": 377,
        "total_train": 79,
        "infer_ms": 468.756729,
        "train_ms": 1830.45204,
        "blocked_train": 1830452040,
        "duration": 3295362100,
        "avg_accuracy": 29.166666666666668,
        "soft_acc": 25.00829933333333,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 405.4182695127798,
        "availability": 20.387741005523278,
        "score": 20.670766560319976,
        "zero_downtime": 5.0986272979660034,
        "weight_bytes": 2631,
        "weight_mib": 0.0025091171264648438,
        "heap_bytes": 45738840,
        "heap_mib": 43.619956970214844,
        "mobile_score": 8238.262910206795,
        "mobile_throughput": 161578.05677409068,
        "mobile_availability": 8125.464048881633,
        "mobile_accuracy": 9966.97167683365,
        "soft_acc_blocks": [
          25.00829933333333
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.131296897,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.588938202977247,
        "mobile_acc_per_sec": 3024.5452166951995
      },
      "started": "2026-08-18T08:54:32.373919101+10:00",
      "ended": "2026-08-18T08:54:35.674425048+10:00"
    },
    {
      "cell": {
        "id": "int|none|TweenSplitLinearCache|tricameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 472,
        "total_correct": 156,
        "total_train": 36,
        "infer_ms": 910.98324,
        "train_ms": 1941.281784,
        "blocked_train": 1941281784,
        "duration": 3292345967,
        "avg_accuracy": 18.75,
        "soft_acc": 24.997917,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 143.36281931819227,
        "availability": 31.938940888544863,
        "score": 11.446187753714959,
        "zero_downtime": 7.984069933997507,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 27411536,
        "heap_mib": 26.141677856445312,
        "mobile_score": 71.29905528252671,
        "mobile_throughput": 893.0164173402765,
        "mobile_availability": 198.9497604858546,
        "mobile_accuracy": 155.71366681037924,
        "soft_acc_blocks": [
          24.997917
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.592736987716456,
        "mobile_acc_per_sec": 47.295657373537274
      },
      "started": "2026-08-18T08:54:40.113630688+10:00",
      "ended": "2026-08-18T08:54:43.425693345+10:00"
    },
    {
      "cell": {
        "id": "uint|none|TweenSplitLinearCache|tricameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 472,
        "total_correct": 89,
        "total_train": 35,
        "infer_ms": 895.794098,
        "train_ms": 1944.666784,
        "blocked_train": 1944666784,
        "duration": 3128270008,
        "avg_accuracy": 37.5,
        "soft_acc": 25.000799,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 150.88211656696612,
        "availability": 31.536927816068406,
        "score": 11.896276240107744,
        "zero_downtime": 7.884483934070353,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 27412096,
        "heap_mib": 26.1422119140625,
        "mobile_score": 74.09212256324078,
        "mobile_throughput": 939.7206359071221,
        "mobile_availability": 196.41759100535606,
        "mobile_accuracy": 155.70941917453078,
        "soft_acc_blocks": [
          25.000799
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072115419,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.991892942765445,
        "mobile_acc_per_sec": 49.77492952217403
      },
      "started": "2026-08-18T08:54:48.12922008+10:00",
      "ended": "2026-08-18T08:54:51.261654197+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|TweenSplitLinearCache|tricameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 456,
        "total_correct": 83,
        "total_train": 31,
        "infer_ms": 907.819606,
        "train_ms": 1962.726242,
        "blocked_train": 1962726242,
        "duration": 3251198488,
        "avg_accuracy": 12.5,
        "soft_acc": 24.9979325,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 140.25597073912024,
        "availability": 31.62533030547158,
        "score": 11.088186435988236,
        "zero_downtime": 7.905678722663829,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 28052120,
        "heap_mib": 26.752586364746094,
        "mobile_score": 69.05919565397244,
        "mobile_throughput": 873.5391112719395,
        "mobile_availability": 196.96817741975627,
        "mobile_accuracy": 155.6915661031124,
        "soft_acc_blocks": [
          24.9979325
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.6888361606546125,
        "mobile_acc_per_sec": 47.887438025627056
      },
      "started": "2026-08-18T08:54:55.835020033+10:00",
      "ended": "2026-08-18T08:54:59.136458607+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|TweenSplitLinearCache|tricameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 448,
        "total_correct": 106,
        "total_train": 30,
        "infer_ms": 872.742732,
        "train_ms": 1931.871708,
        "blocked_train": 1931871708,
        "duration": 3361913652,
        "avg_accuracy": 31.25,
        "soft_acc": 25.001555,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 133.25743798728593,
        "availability": 31.118100212020593,
        "score": 10.367440587910801,
        "zero_downtime": 7.780008939463445,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 27838312,
        "heap_mib": 26.548683166503906,
        "mobile_score": 64.5794683365956,
        "mobile_throughput": 830.0693333271333,
        "mobile_availability": 193.83669000047348,
        "mobile_accuracy": 155.7363281513164,
        "soft_acc_blocks": [
          25.001555
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071766305,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.436703493299595,
        "mobile_acc_per_sec": 46.32371448882066
      },
      "started": "2026-08-18T08:55:03.76499047+10:00",
      "ended": "2026-08-18T08:55:07.130956356+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|TweenSplitLinearCache|tricameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 400,
        "total_correct": 32,
        "total_train": 37,
        "infer_ms": 742.422288,
        "train_ms": 1941.481386,
        "blocked_train": 1941481386,
        "duration": 3304294366,
        "avg_accuracy": 0,
        "soft_acc": 24.9977735,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 121.05459008611825,
        "availability": 27.662031808075984,
        "score": 8.370794234354591,
        "zero_downtime": 6.91489205688079,
        "weight_bytes": 336672,
        "weight_mib": 0.321075439453125,
        "heap_bytes": 28239312,
        "heap_mib": 26.931106567382812,
        "mobile_score": 26.071113532110182,
        "mobile_throughput": 377.02849614503594,
        "mobile_availability": 86.15430646203154,
        "mobile_accuracy": 77.85638646972721,
        "soft_acc_blocks": [
          24.9977735
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.565238060270324,
        "mobile_acc_per_sec": 23.562182374198077
      },
      "started": "2026-08-18T08:55:11.921523887+10:00",
      "ended": "2026-08-18T08:55:15.230190643+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|TweenSplitLinearCache|tricameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 360,
        "total_correct": 53,
        "total_train": 28,
        "infer_ms": 749.011241,
        "train_ms": 1974.976865,
        "blocked_train": 1974976865,
        "duration": 3387342799,
        "avg_accuracy": 12.5,
        "soft_acc": 24.9989085,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 106.27799468842599,
        "availability": 27.496861654799016,
        "score": 7.305459321962545,
        "zero_downtime": 6.873915285454791,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 28919488,
        "heap_mib": 27.57977294921875,
        "mobile_score": 728.0989748109683,
        "mobile_throughput": 10592.201744930233,
        "mobile_availability": 2740.476115059646,
        "mobile_accuracy": 2491.517486863986,
        "soft_acc_blocks": [
          24.9989085
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.380094068831798,
        "mobile_acc_per_sec": 735.53745065292
      },
      "started": "2026-08-18T08:55:19.948129434+10:00",
      "ended": "2026-08-18T08:55:23.34819034+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|TweenSplitLinearCache|tricameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 208,
        "total_correct": 63,
        "total_train": 17,
        "infer_ms": 921.448706,
        "train_ms": 1945.025557,
        "blocked_train": 1945025557,
        "duration": 3146751164,
        "avg_accuracy": 25,
        "soft_acc": 24.994891,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 66.09991993634486,
        "availability": 32.145717053661194,
        "score": 5.310987733557104,
        "zero_downtime": 8.034786938731026,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 26597112,
        "heap_mib": 25.36498260498047,
        "mobile_score": 352.8687285326558,
        "mobile_throughput": 4391.762111720488,
        "mobile_availability": 2135.802015287026,
        "mobile_accuracy": 1660.6921065274362,
        "soft_acc_blocks": [
          24.994891
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.089469718,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.943078336142628,
        "mobile_acc_per_sec": 527.7481503864587
      },
      "started": "2026-08-18T08:55:28.025800656+10:00",
      "ended": "2026-08-18T08:55:31.179103582+10:00"
    },
    {
      "cell": {
        "id": "int6|none|TweenSplitLinearCache|tricameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 216,
        "total_correct": 74,
        "total_train": 18,
        "infer_ms": 951.858409,
        "train_ms": 1998.052728,
        "blocked_train": 1998052728,
        "duration": 3158051156,
        "avg_accuracy": 50,
        "soft_acc": 25.002058,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 68.39661212885052,
        "availability": 32.267358737050664,
        "score": 5.5178992459778335,
        "zero_downtime": 8.067503746505475,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 31921784,
        "heap_mib": 30.44298553466797,
        "mobile_score": 366.6161905810704,
        "mobile_throughput": 4544.357239869571,
        "mobile_availability": 2143.8840422672433,
        "mobile_accuracy": 1661.1682910536056,
        "soft_acc_blocks": [
          25.002058
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.069589694,
        "time_to_acc50_sec": 0.069589694,
        "acc_per_sec": 7.916926219671408,
        "mobile_acc_per_sec": 526.0105707589764
      },
      "started": "2026-08-18T08:55:35.86869233+10:00",
      "ended": "2026-08-18T08:55:39.033740454+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|TweenSplitLinearCache|tricameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 248,
        "total_correct": 102,
        "total_train": 15,
        "infer_ms": 1193.215364,
        "train_ms": 1973.249069,
        "blocked_train": 1973249069,
        "duration": 3156465800,
        "avg_accuracy": 50,
        "soft_acc": 25.003449,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 78.56888549212223,
        "availability": 37.68289173137856,
        "score": 7.402778160034405,
        "zero_downtime": 9.422022615780456,
        "weight_bytes": 15806,
        "weight_mib": 0.015073776245117188,
        "heap_bytes": 27636736,
        "heap_mib": 26.3564453125,
        "mobile_score": 491.1030945170338,
        "mobile_throughput": 5212.28948967402,
        "mobile_availability": 2499.8972466229284,
        "mobile_accuracy": 1658.7382347604707,
        "soft_acc_blocks": [
          25.003449
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072255524,
        "time_to_acc50_sec": 0.072255524,
        "acc_per_sec": 7.921343231407735,
        "mobile_acc_per_sec": 525.504896888308
      },
      "started": "2026-08-18T08:55:43.71199803+10:00",
      "ended": "2026-08-18T08:55:46.874923352+10:00"
    },
    {
      "cell": {
        "id": "int5|none|TweenSplitLinearCache|tricameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 240,
        "total_correct": 35,
        "total_train": 18,
        "infer_ms": 984.150917,
        "train_ms": 1985.094367,
        "blocked_train": 1985094367,
        "duration": 3280362561,
        "avg_accuracy": 12.5,
        "soft_acc": 24.997049,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 73.16264453610803,
        "availability": 33.14481704503063,
        "score": 6.0616905627755635,
        "zero_downtime": 8.285226157706658,
        "weight_bytes": 13152,
        "weight_mib": 0.012542724609375,
        "heap_bytes": 27222240,
        "heap_mib": 25.961151123046875,
        "mobile_score": 483.2833974720916,
        "mobile_throughput": 5833.0742972243015,
        "mobile_availability": 2642.5531993468703,
        "mobile_accuracy": 1992.9520720973237,
        "soft_acc_blocks": [
          24.997049
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.6202092101611445,
        "mobile_acc_per_sec": 607.5401834514851
      },
      "started": "2026-08-18T08:55:51.37686035+10:00",
      "ended": "2026-08-18T08:55:54.680144337+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|TweenSplitLinearCache|tricameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 248,
        "total_correct": 23,
        "total_train": 18,
        "infer_ms": 991.972473,
        "train_ms": 1972.961105,
        "blocked_train": 1972961105,
        "duration": 3308361592,
        "avg_accuracy": 0,
        "soft_acc": 24.995394,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 74.96157632820204,
        "availability": 33.4568194161414,
        "score": 6.26878463219505,
        "zero_downtime": 8.362663832933043,
        "weight_bytes": 13176,
        "weight_mib": 0.01256561279296875,
        "heap_bytes": 30375816,
        "heap_mib": 28.96863555908203,
        "mobile_score": 498.8841161572979,
        "mobile_throughput": 5965.612466599938,
        "mobile_availability": 2662.569662727678,
        "mobile_accuracy": 1989.1902139453553,
        "soft_acc_blocks": [
          24.995394
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.555218287034207,
        "mobile_acc_per_sec": 601.2614276370052
      },
      "started": "2026-08-18T08:55:59.465873658+10:00",
      "ended": "2026-08-18T08:56:02.780747792+10:00"
    },
    {
      "cell": {
        "id": "int3|none|TweenSplitLinearCache|tricameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 280,
        "total_correct": 72,
        "total_train": 23,
        "infer_ms": 954.111172,
        "train_ms": 1926.860758,
        "blocked_train": 1926860758,
        "duration": 3116916708,
        "avg_accuracy": 18.75,
        "soft_acc": 24.996888,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 89.83236519645875,
        "availability": 33.11768372557521,
        "score": 7.436673814837639,
        "zero_downtime": 8.278390309076263,
        "weight_bytes": 7891,
        "weight_mib": 0.007525444030761719,
        "heap_bytes": 27627560,
        "heap_mib": 26.347694396972656,
        "mobile_score": 988.2039896169297,
        "mobile_throughput": 11937.151459668221,
        "mobile_availability": 4400.7614155656765,
        "mobile_accuracy": 3321.649579456089,
        "soft_acc_blocks": [
          24.996888
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.019748469967777,
        "mobile_acc_per_sec": 1065.6844217012965
      },
      "started": "2026-08-18T08:56:07.56918415+10:00",
      "ended": "2026-08-18T08:56:10.691268299+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|TweenSplitLinearCache|tricameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 83,
        "total_train": 23,
        "infer_ms": 1003.890793,
        "train_ms": 1958.195565,
        "blocked_train": 1958195565,
        "duration": 3185122401,
        "avg_accuracy": 18.75,
        "soft_acc": 24.998069,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 102.97877403299202,
        "availability": 33.8913411585281,
        "score": 8.724547970957664,
        "zero_downtime": 8.472180847834254,
        "weight_bytes": 7915,
        "weight_mib": 0.007548332214355469,
        "heap_bytes": 27631896,
        "heap_mib": 26.351829528808594,
        "mobile_score": 1155.8245878957553,
        "mobile_throughput": 13642.586350021307,
        "mobile_availability": 4489.911174560299,
        "mobile_accuracy": 3311.7340745096653,
        "soft_acc_blocks": [
          24.998069
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.8483856671101915,
        "mobile_acc_per_sec": 1039.7509601106426
      },
      "started": "2026-08-18T08:56:15.332791955+10:00",
      "ended": "2026-08-18T08:56:18.523697837+10:00"
    },
    {
      "cell": {
        "id": "float64|none|TweenSplitHeadProxyAsync|cnn|simd",
        "dtype": 0,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6016,
        "total_correct": 4891,
        "total_train": 260,
        "infer_ms": 812.971788,
        "train_ms": 1636.530918,
        "blocked_train": 1636530918,
        "duration": 3211940495,
        "avg_accuracy": 20.689655172413794,
        "soft_acc": 25.180376862068965,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1873.0110378336883,
        "availability": 33.189258620071925,
        "score": 156.53091131109855,
        "zero_downtime": 8.357180398260821,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 27208400,
        "heap_mib": 25.947952270507812,
        "mobile_score": 67048.43008943892,
        "mobile_throughput": 802285.3031076379,
        "mobile_availability": 14216.282698856428,
        "mobile_accuracy": 10785.75933354609,
        "soft_acc_blocks": [
          25.180376862068965
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.839614993262496,
        "mobile_acc_per_sec": 3358.019661427784
      },
      "started": "2026-08-18T08:56:23.288262633+10:00",
      "ended": "2026-08-18T08:56:26.500624013+10:00"
    },
    {
      "cell": {
        "id": "float32|none|TweenSplitHeadProxyAsync|cnn|simd",
        "dtype": 1,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 9104,
        "total_correct": 7341,
        "total_train": 280,
        "infer_ms": 993.401677,
        "train_ms": 1305.452822,
        "blocked_train": 1305452822,
        "duration": 3277600880,
        "avg_accuracy": 55.9375,
        "soft_acc": 25.508775475,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2777.6414314362764,
        "availability": 43.21289918227225,
        "score": 306.1816767829719,
        "zero_downtime": 11.023081428643941,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 34791600,
        "heap_mib": 33.17985534667969,
        "mobile_score": 262299.63881893916,
        "mobile_throughput": 2379549.135302063,
        "mobile_availability": 37019.61517397901,
        "mobile_accuracy": 21852.85110496209,
        "soft_acc_blocks": [
          25.508775475
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.070955527,
        "time_to_acc50_sec": 0.070955527,
        "acc_per_sec": 7.782758306740508,
        "mobile_acc_per_sec": 6667.331351510405
      },
      "started": "2026-08-18T08:56:31.119452823+10:00",
      "ended": "2026-08-18T08:56:34.397426098+10:00"
    },
    {
      "cell": {
        "id": "float16|none|TweenSplitHeadProxyAsync|cnn|simd",
        "dtype": 2,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6056,
        "total_correct": 4498,
        "total_train": 270,
        "infer_ms": 807.356576,
        "train_ms": 1735.213634,
        "blocked_train": 1735213634,
        "duration": 3243388954,
        "avg_accuracy": 36.111111111111114,
        "soft_acc": 25.286465481481482,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1867.18277884349,
        "availability": 31.753560740413146,
        "score": 149.92269975042237,
        "zero_downtime": 8.029353175765827,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 34130352,
        "heap_mib": 32.54924011230469,
        "mobile_score": 256871.47845342956,
        "mobile_throughput": 3199155.3096545613,
        "mobile_availability": 54405.264227025255,
        "mobile_accuracy": 43324.805275669816,
        "soft_acc_blocks": [
          25.286465481481482
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072050317,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.796309921539396,
        "mobile_acc_per_sec": 13357.88149066682
      },
      "started": "2026-08-18T08:56:38.963244052+10:00",
      "ended": "2026-08-18T08:56:42.207011443+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|TweenSplitHeadProxyAsync|cnn|simd",
        "dtype": 3,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6808,
        "total_correct": 5324,
        "total_train": 285,
        "infer_ms": 742.653645,
        "train_ms": 1664.433959,
        "blocked_train": 1664433959,
        "duration": 3493203980,
        "avg_accuracy": 26.5625,
        "soft_acc": 25.1021245,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1948.927127925693,
        "availability": 30.85278839731003,
        "score": 150.93866364568575,
        "zero_downtime": 7.744705355214318,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 37772224,
        "heap_mib": 36.02239990234375,
        "mobile_score": 258612.18982179507,
        "mobile_throughput": 3339212.764855901,
        "mobile_availability": 52861.91739623817,
        "mobile_accuracy": 43008.962908026144,
        "soft_acc_blocks": [
          25.1021245
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.097391689,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.185988749503256,
        "mobile_acc_per_sec": 12312.18192646916
      },
      "started": "2026-08-18T08:56:46.578015613+10:00",
      "ended": "2026-08-18T08:56:50.107903396+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|TweenSplitHeadProxyAsync|cnn|simd",
        "dtype": 4,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6480,
        "total_correct": 2875,
        "total_train": 250,
        "infer_ms": 859.494305,
        "train_ms": 1623.49412,
        "blocked_train": 1623494120,
        "duration": 3222402380,
        "avg_accuracy": 12.5,
        "soft_acc": 25.144497814814812,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2010.9220500265394,
        "availability": 34.61531662194519,
        "score": 175.0275892135594,
        "zero_downtime": 8.703847531596237,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 48389504,
        "heap_mib": 46.1478271484375,
        "mobile_score": 599770.3574745008,
        "mobile_throughput": 6890864.704341924,
        "mobile_availability": 118616.9615757281,
        "mobile_accuracy": 86163.12725708254,
        "soft_acc_blocks": [
          25.144497814814812
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.803028563681365,
        "mobile_acc_per_sec": 26738.785879708335
      },
      "started": "2026-08-18T08:56:54.853958046+10:00",
      "ended": "2026-08-18T08:56:58.076685687+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|TweenSplitHeadProxyAsync|cnn|simd",
        "dtype": 5,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6304,
        "total_correct": 3001,
        "total_train": 242,
        "infer_ms": 856.066999,
        "train_ms": 1649.083358,
        "blocked_train": 1649083358,
        "duration": 3235484035,
        "avg_accuracy": 30.64516129032258,
        "soft_acc": 25.210007387096773,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1948.3947167738074,
        "availability": 34.17228018302137,
        "score": 167.8509774994214,
        "zero_downtime": 8.614834358479094,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 31609816,
        "heap_mib": 30.145469665527344,
        "mobile_score": 575178.1260863832,
        "mobile_throughput": 6676601.106326182,
        "mobile_availability": 117098.80021304515,
        "mobile_accuracy": 86387.61015010584,
        "soft_acc_blocks": [
          25.210007387096773
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.080813222,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.791726713649748,
        "mobile_acc_per_sec": 26700.057615986923
      },
      "started": "2026-08-18T08:57:02.84491542+10:00",
      "ended": "2026-08-18T08:57:06.080694663+10:00"
    },
    {
      "cell": {
        "id": "int64|none|TweenSplitHeadProxyAsync|cnn|simd",
        "dtype": 6,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4920,
        "total_correct": 3665,
        "total_train": 249,
        "infer_ms": 842.313522,
        "train_ms": 1622.485421,
        "blocked_train": 1622485421,
        "duration": 3375953223,
        "avg_accuracy": 55.14705882352941,
        "soft_acc": 25.70214505882353,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1457.366164460034,
        "availability": 34.17372132490402,
        "score": 128.00599986414775,
        "zero_downtime": 8.783379426924942,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 50416872,
        "heap_mib": 48.081275939941406,
        "mobile_score": 54830.07324899861,
        "mobile_throughput": 624248.03237943,
        "mobile_availability": 14637.967325156274,
        "mobile_accuracy": 11009.253454738946,
        "soft_acc_blocks": [
          25.70214505882353
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.143085792,
        "time_to_acc50_sec": 0.143085792,
        "acc_per_sec": 7.613300114384769,
        "mobile_acc_per_sec": 3261.0799757929426
      },
      "started": "2026-08-18T08:57:10.701666066+10:00",
      "ended": "2026-08-18T08:57:14.088084379+10:00"
    },
    {
      "cell": {
        "id": "int32|none|TweenSplitHeadProxyAsync|cnn|simd",
        "dtype": 7,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4488,
        "total_correct": 3397,
        "total_train": 239,
        "infer_ms": 780.353399,
        "train_ms": 1732.766425,
        "blocked_train": 1732766425,
        "duration": 3412872658,
        "avg_accuracy": 51.5625,
        "soft_acc": 25.2170515,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1315.0212298369322,
        "availability": 31.051181545253687,
        "score": 102.96869294445713,
        "zero_downtime": 7.830192441625118,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 27223680,
        "heap_mib": 25.9625244140625,
        "mobile_score": 88211.19295173782,
        "mobile_throughput": 1126552.043380303,
        "mobile_availability": 26600.91808823197,
        "mobile_accuracy": 21602.937086326798,
        "soft_acc_blocks": [
          25.2170515
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.226877293,
        "time_to_acc50_sec": 0.226877293,
        "acc_per_sec": 7.388805275488249,
        "mobile_acc_per_sec": 6329.839771691475
      },
      "started": "2026-08-18T08:57:18.679645205+10:00",
      "ended": "2026-08-18T08:57:22.092898071+10:00"
    },
    {
      "cell": {
        "id": "int16|none|TweenSplitHeadProxyAsync|cnn|simd",
        "dtype": 8,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4544,
        "total_correct": 3346,
        "total_train": 230,
        "infer_ms": 788.10741,
        "train_ms": 1693.446161,
        "blocked_train": 1693446161,
        "duration": 3356061023,
        "avg_accuracy": 34.09090909090909,
        "soft_acc": 25.268516454545455,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1353.9682290812743,
        "availability": 31.758629723331488,
        "score": 108.65506458225818,
        "zero_downtime": 8.02493457737818,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 34590040,
        "heap_mib": 32.987632751464844,
        "mobile_score": 186165.1846395522,
        "mobile_throughput": 2319834.297021448,
        "mobile_availability": 54413.949216947774,
        "mobile_accuracy": 43294.05214026382,
        "soft_acc_blocks": [
          25.268516454545455
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.074956303,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.5292184144964684,
        "mobile_acc_per_sec": 12900.25772581544
      },
      "started": "2026-08-18T08:57:26.71840938+10:00",
      "ended": "2026-08-18T08:57:30.074934881+10:00"
    },
    {
      "cell": {
        "id": "int8|none|TweenSplitHeadProxyAsync|cnn|simd",
        "dtype": 9,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8568,
        "total_correct": 6414,
        "total_train": 290,
        "infer_ms": 863.086935,
        "train_ms": 1585.891226,
        "blocked_train": 1585891226,
        "duration": 3320847119,
        "avg_accuracy": 27.430555555555557,
        "soft_acc": 25.24831136111111,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2580.064571771092,
        "availability": 35.24273710336285,
        "score": 229.57920242044986,
        "zero_downtime": 8.898195996034882,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 27846592,
        "heap_mib": 26.55657958984375,
        "mobile_score": 786703.4044353779,
        "mobile_throughput": 8841156.171272693,
        "mobile_availability": 120766.95523168563,
        "mobile_accuracy": 86518.86710388381,
        "soft_acc_blocks": [
          25.24831136111111
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.074875522,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.60297311389453,
        "mobile_acc_per_sec": 26053.252078023106
      },
      "started": "2026-08-18T08:57:34.873436639+10:00",
      "ended": "2026-08-18T08:57:38.194569122+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|TweenSplitHeadProxyAsync|cnn|simd",
        "dtype": 10,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5800,
        "total_correct": 4477,
        "total_train": 254,
        "infer_ms": 819.641491,
        "train_ms": 1575.75378,
        "blocked_train": 1575753780,
        "duration": 3258413616,
        "avg_accuracy": 33.92857142857143,
        "soft_acc": 25.118269142857145,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1780.0072929722253,
        "availability": 34.21737952491767,
        "score": 152.9883068094506,
        "zero_downtime": 8.594813482701714,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 69038728,
        "heap_mib": 65.84046173095703,
        "mobile_score": 65317.535342437484,
        "mobile_throughput": 759964.5469200505,
        "mobile_availability": 14608.92628368081,
        "mobile_accuracy": 10724.110010073524,
        "soft_acc_blocks": [
          25.118269142857145
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.188058544,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.70874176915947,
        "mobile_acc_per_sec": 3291.205866994365
      },
      "started": "2026-08-18T08:57:42.834915063+10:00",
      "ended": "2026-08-18T08:57:46.093824147+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|TweenSplitHeadProxyAsync|cnn|simd",
        "dtype": 11,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5872,
        "total_correct": 4346,
        "total_train": 268,
        "infer_ms": 825.374351,
        "train_ms": 1692.486646,
        "blocked_train": 1692486646,
        "duration": 3446977114,
        "avg_accuracy": 28.846153846153847,
        "soft_acc": 25.12434719230769,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1703.5216091661002,
        "availability": 32.78077510964359,
        "score": 140.30128593753827,
        "zero_downtime": 8.235955750876439,
        "weight_bytes": 1232,
        "weight_mib": 0.0011749267578125,
        "heap_bytes": 27649424,
        "heap_mib": 26.368545532226562,
        "mobile_score": 119412.79318444815,
        "mobile_throughput": 1449896.0023157084,
        "mobile_availability": 27900.271137475356,
        "mobile_accuracy": 21383.756072663335,
        "soft_acc_blocks": [
          25.12434719230769
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.078882028,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.28880591932694,
        "mobile_acc_per_sec": 6203.625775701433
      },
      "started": "2026-08-18T08:57:50.796285271+10:00",
      "ended": "2026-08-18T08:57:54.24364176+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|TweenSplitHeadProxyAsync|cnn|simd",
        "dtype": 12,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5848,
        "total_correct": 4413,
        "total_train": 260,
        "infer_ms": 784.578195,
        "train_ms": 1677.651108,
        "blocked_train": 1677651108,
        "duration": 3340672786,
        "avg_accuracy": 21.296296296296298,
        "soft_acc": 25.065089296296296,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1750.5455860590832,
        "availability": 31.864546248558725,
        "score": 139.81392228087557,
        "zero_downtime": 7.986876971060877,
        "weight_bytes": 620,
        "weight_mib": 0.000591278076171875,
        "heap_bytes": 48235536,
        "heap_mib": 46.00099182128906,
        "mobile_score": 236460.52156385707,
        "mobile_throughput": 2960613.0458830474,
        "mobile_availability": 53890.96523730438,
        "mobile_accuracy": 42391.37269992449,
        "soft_acc_blocks": [
          25.065089296296296
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.5030064007880055,
        "mobile_acc_per_sec": 12689.471676955942
      },
      "started": "2026-08-18T08:57:58.806838291+10:00",
      "ended": "2026-08-18T08:58:02.147926128+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|TweenSplitHeadProxyAsync|cnn|simd",
        "dtype": 13,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8136,
        "total_correct": 6011,
        "total_train": 305,
        "infer_ms": 793.502903,
        "train_ms": 1627.072309,
        "blocked_train": 1627072309,
        "duration": 3373091445,
        "avg_accuracy": 35.60606060606061,
        "soft_acc": 25.129662363636363,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2412.0306646474564,
        "availability": 32.781584272457636,
        "score": 198.70070897971888,
        "zero_downtime": 8.237901445119524,
        "weight_bytes": 314,
        "weight_mib": 0.0002994537353515625,
        "heap_bytes": 30571432,
        "heap_mib": 29.155189514160156,
        "mobile_score": 663543.9319080182,
        "mobile_throughput": 8054769.0006795265,
        "mobile_availability": 109471.28187922464,
        "mobile_accuracy": 83918.34663252345,
        "soft_acc_blocks": [
          25.129662363636363
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.069723915,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.4500388659449355,
        "mobile_acc_per_sec": 24878.764184385593
      },
      "started": "2026-08-18T08:58:07.052915169+10:00",
      "ended": "2026-08-18T08:58:10.442809717+10:00"
    },
    {
      "cell": {
        "id": "int4|none|TweenSplitHeadProxyAsync|cnn|simd",
        "dtype": 14,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7096,
        "total_correct": 3289,
        "total_train": 260,
        "infer_ms": 885.447599,
        "train_ms": 1671.271106,
        "blocked_train": 1671271106,
        "duration": 3264529671,
        "avg_accuracy": 58.62068965517241,
        "soft_acc": 25.511016172413793,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2173.6668724552696,
        "availability": 34.63218684434821,
        "score": 192.04396348885558,
        "zero_downtime": 8.835022786722234,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 30608560,
        "heap_mib": 29.190597534179688,
        "mobile_score": 1316161.3794724853,
        "mobile_throughput": 14897090.944128476,
        "mobile_availability": 237349.54217319784,
        "mobile_accuracy": 174838.1653202939,
        "soft_acc_blocks": [
          25.511016172413793
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.07123334,
        "time_to_acc50_sec": 0.07123334,
        "acc_per_sec": 7.814606924555593,
        "mobile_acc_per_sec": 53556.92333675036
      },
      "started": "2026-08-18T08:58:15.139897278+10:00",
      "ended": "2026-08-18T08:58:18.404742158+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|TweenSplitHeadProxyAsync|cnn|simd",
        "dtype": 15,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5648,
        "total_correct": 893,
        "total_train": 232,
        "infer_ms": 884.821467,
        "train_ms": 1541.271356,
        "blocked_train": 1541271356,
        "duration": 3635570891,
        "avg_accuracy": 11.25,
        "soft_acc": 24.7797244,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1553.5386791609121,
        "availability": 36.471047546559596,
        "score": 140.39989402893002,
        "zero_downtime": 9.03742506783043,
        "weight_bytes": 161,
        "weight_mib": 0.00015354156494140625,
        "heap_bytes": 66560720,
        "heap_mib": 63.47724914550781,
        "mobile_score": 914409.6849768902,
        "mobile_throughput": 10118033.379129395,
        "mobile_availability": 237532.08169056693,
        "mobile_accuracy": 161387.72852456148,
        "soft_acc_blocks": [
          24.7797244
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.815910112313637,
        "mobile_acc_per_sec": 44391.30286912661
      },
      "started": "2026-08-18T08:58:23.129099481+10:00",
      "ended": "2026-08-18T08:58:26.764983289+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|TweenSplitHeadProxyAsync|cnn|simd",
        "dtype": 16,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7136,
        "total_correct": 1812,
        "total_train": 272,
        "infer_ms": 844.416448,
        "train_ms": 1699.358162,
        "blocked_train": 1699358162,
        "duration": 3333981411,
        "avg_accuracy": 25,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2140.383859506768,
        "availability": 33.19541144409803,
        "score": 177.6273071615842,
        "zero_downtime": 8.298852861024507,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 27692760,
        "heap_mib": 26.409873962402344,
        "mobile_score": 1217357.7204853944,
        "mobile_throughput": 14668987.881478228,
        "mobile_availability": 227502.69117912767,
        "mobile_accuracy": 171335.9477124183,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.07253261,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.498542108698039,
        "mobile_acc_per_sec": 51390.79274621016
      },
      "started": "2026-08-18T08:58:31.455174417+10:00",
      "ended": "2026-08-18T08:58:34.789695723+10:00"
    },
    {
      "cell": {
        "id": "int2|none|TweenSplitHeadProxyAsync|cnn|simd",
        "dtype": 17,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7264,
        "total_correct": 1269,
        "total_train": 265,
        "infer_ms": 779.808453,
        "train_ms": 1665.618473,
        "blocked_train": 1665618473,
        "duration": 3410328396,
        "avg_accuracy": 22.348484848484848,
        "soft_acc": 24.90413209090909,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2130.0001514575547,
        "availability": 31.888438158139426,
        "score": 169.1547876294986,
        "zero_downtime": 7.9415387606309,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 27296416,
        "heap_mib": 26.031890869140625,
        "mobile_score": 2303527.929784274,
        "mobile_throughput": 29006065.439152688,
        "mobile_availability": 434252.6094819378,
        "mobile_accuracy": 339141.23651113105,
        "soft_acc_blocks": [
          24.90413209090909
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.302561278297813,
        "mobile_acc_per_sec": 99445.33110327802
      },
      "started": "2026-08-18T08:58:39.526768722+10:00",
      "ended": "2026-08-18T08:58:42.937395555+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|TweenSplitHeadProxyAsync|cnn|simd",
        "dtype": 18,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5224,
        "total_correct": 1196,
        "total_train": 248,
        "infer_ms": 810.907648,
        "train_ms": 1704.478834,
        "blocked_train": 1704478834,
        "duration": 3365943096,
        "avg_accuracy": 17.5,
        "soft_acc": 24.41051932,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1552.0167308259213,
        "availability": 32.23789480474755,
        "score": 122.13498723763895,
        "zero_downtime": 7.869437539674176,
        "weight_bytes": 85,
        "weight_mib": 0.00008106231689453125,
        "heap_bytes": 27955504,
        "heap_mib": 26.660446166992188,
        "mobile_score": 1506680.1926787589,
        "mobile_throughput": 19145970.535794366,
        "mobile_availability": 397692.73862097604,
        "mobile_accuracy": 301132.7612528037,
        "soft_acc_blocks": [
          24.41051932
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.252207961866269,
        "mobile_acc_per_sec": 89464.602539081
      },
      "started": "2026-08-18T08:58:47.596261011+10:00",
      "ended": "2026-08-18T08:58:50.962548378+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|TweenSplitHeadProxyAsync|cnn|simd",
        "dtype": 19,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8416,
        "total_correct": 1853,
        "total_train": 273,
        "infer_ms": 875.204737,
        "train_ms": 1591.264925,
        "blocked_train": 1591264925,
        "duration": 3298770068,
        "avg_accuracy": 15.131578947368421,
        "soft_acc": 24.890690499999998,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2551.2538996397852,
        "availability": 35.48410712217388,
        "score": 225.33284906847607,
        "zero_downtime": 8.832239280468757,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 27288896,
        "heap_mib": 26.02471923828125,
        "mobile_score": 3068553.4746081345,
        "mobile_throughput": 34742644.27361932,
        "mobile_availability": 483217.96246416366,
        "mobile_accuracy": 338958.1906717922,
        "soft_acc_blocks": [
          24.890690499999998
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.545445722772333,
        "mobile_acc_per_sec": 102752.89992469767
      },
      "started": "2026-08-18T08:58:55.747752316+10:00",
      "ended": "2026-08-18T08:58:59.047022174+10:00"
    },
    {
      "cell": {
        "id": "binary|none|TweenSplitHeadProxyAsync|cnn|simd",
        "dtype": 20,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7992,
        "total_correct": 2630,
        "total_train": 290,
        "infer_ms": 829.129711,
        "train_ms": 1687.162032,
        "blocked_train": 1687162032,
        "duration": 3522982998,
        "avg_accuracy": 30.514705882352942,
        "soft_acc": 25.52027338235294,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2268.532094687106,
        "availability": 32.950460267833904,
        "score": 190.7619423272324,
        "zero_downtime": 8.409047541094797,
        "weight_bytes": 39,
        "weight_mib": 0.00003719329833984375,
        "heap_bytes": 27881288,
        "heap_mib": 26.58966827392578,
        "mobile_score": 5128933.19071077,
        "mobile_throughput": 60993033.5825289,
        "mobile_availability": 885924.6622001078,
        "mobile_accuracy": 686152.4662095928,
        "soft_acc_blocks": [
          25.52027338235294
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.069602249,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.243938842975064,
        "mobile_acc_per_sec": 194764.6260567031
      },
      "started": "2026-08-18T08:59:04.012679574+10:00",
      "ended": "2026-08-18T08:59:07.535924708+10:00"
    },
    {
      "cell": {
        "id": "int|none|TweenSplitHeadProxyAsync|cnn|simd",
        "dtype": 21,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3472,
        "total_correct": 2361,
        "total_train": 212,
        "infer_ms": 953.586246,
        "train_ms": 1773.600944,
        "blocked_train": 1773600944,
        "duration": 3495742937,
        "avg_accuracy": 33.75,
        "soft_acc": 25.25239175,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 993.2080426313108,
        "availability": 34.96592567963771,
        "score": 87.69761364704165,
        "zero_downtime": 8.829732531635964,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 29765608,
        "heap_mib": 28.386695861816406,
        "mobile_score": 37564.38436583347,
        "mobile_throughput": 425430.603149579,
        "mobile_availability": 14977.300034906775,
        "mobile_accuracy": 10816.606181228759,
        "soft_acc_blocks": [
          25.25239175
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.088230922,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.223755351894171,
        "mobile_acc_per_sec": 3094.222423148604
      },
      "started": "2026-08-18T08:59:12.456410301+10:00",
      "ended": "2026-08-18T08:59:15.952562976+10:00"
    },
    {
      "cell": {
        "id": "uint|none|TweenSplitHeadProxyAsync|cnn|simd",
        "dtype": 22,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4328,
        "total_correct": 3012,
        "total_train": 231,
        "infer_ms": 699.900403,
        "train_ms": 1773.990426,
        "blocked_train": 1773990426,
        "duration": 3470486622,
        "avg_accuracy": 56.875,
        "soft_acc": 25.453698199999998,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1247.0873601886485,
        "availability": 28.291482986858995,
        "score": 89.80561284334318,
        "zero_downtime": 7.201228695779434,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 31965856,
        "heap_mib": 30.485015869140625,
        "mobile_score": 38342.023734862145,
        "mobile_throughput": 532437.2458457542,
        "mobile_availability": 12078.896606037726,
        "mobile_accuracy": 10867.319643226057,
        "soft_acc_blocks": [
          25.453698199999998
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.070252406,
        "time_to_acc50_sec": 0.070252406,
        "acc_per_sec": 7.334331168039868,
        "mobile_acc_per_sec": 3131.3532731508844
      },
      "started": "2026-08-18T08:59:20.599480352+10:00",
      "ended": "2026-08-18T08:59:24.070358901+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|TweenSplitHeadProxyAsync|cnn|simd",
        "dtype": 23,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4912,
        "total_correct": 3641,
        "total_train": 255,
        "infer_ms": 786.391606,
        "train_ms": 1747.797845,
        "blocked_train": 1747797845,
        "duration": 3462449919,
        "avg_accuracy": 19.375,
        "soft_acc": 24.8301247,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1418.648677933412,
        "availability": 31.031287171118446,
        "score": 109.3084028533668,
        "zero_downtime": 7.705107300603812,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 28065024,
        "heap_mib": 26.764892578125,
        "mobile_score": 46668.635110086296,
        "mobile_throughput": 605684.428384652,
        "mobile_availability": 13248.641277175364,
        "mobile_accuracy": 10601.088288854722,
        "soft_acc_blocks": [
          24.8301247
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.17125887186009,
        "mobile_acc_per_sec": 3061.730432744123
      },
      "started": "2026-08-18T08:59:28.93599677+10:00",
      "ended": "2026-08-18T08:59:32.398779553+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|TweenSplitHeadProxyAsync|cnn|simd",
        "dtype": 24,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4608,
        "total_correct": 3665,
        "total_train": 250,
        "infer_ms": 844.692909,
        "train_ms": 1700.431941,
        "blocked_train": 1700431941,
        "duration": 3340163943,
        "avg_accuracy": 19.047619047619047,
        "soft_acc": 24.90417319047619,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1379.5730025937833,
        "availability": 33.188662984450445,
        "score": 114.0267042258429,
        "zero_downtime": 8.265362109251003,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 31192800,
        "heap_mib": 29.747772216796875,
        "mobile_score": 48842.183582646016,
        "mobile_throughput": 590926.119594681,
        "mobile_availability": 14216.027564372185,
        "mobile_accuracy": 10667.450288961096,
        "soft_acc_blocks": [
          24.90417319047619
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.455973304145147,
        "mobile_acc_per_sec": 3193.690630460499
      },
      "started": "2026-08-18T08:59:37.2133988+10:00",
      "ended": "2026-08-18T08:59:40.553824044+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|TweenSplitHeadProxyAsync|cnn|simd",
        "dtype": 25,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4336,
        "total_correct": 3541,
        "total_train": 236,
        "infer_ms": 926.635685,
        "train_ms": 1697.661208,
        "blocked_train": 1697661208,
        "duration": 3309210499,
        "avg_accuracy": 40.27777777777778,
        "soft_acc": 25.347639722222223,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1310.282316978712,
        "availability": 35.3098648049956,
        "score": 117.27311483809778,
        "zero_downtime": 8.95021731717403,
        "weight_bytes": 4896,
        "weight_mib": 0.004669189453125,
        "heap_bytes": 28052472,
        "heap_mib": 26.75292205810547,
        "mobile_score": 25116.375339965936,
        "mobile_throughput": 280623.07818796363,
        "mobile_availability": 7562.311437451606,
        "mobile_accuracy": 5428.702342599855,
        "soft_acc_blocks": [
          25.347639722222223
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072210267,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.659724193997917,
        "mobile_acc_per_sec": 1640.4826299929657
      },
      "started": "2026-08-18T08:59:45.294656626+10:00",
      "ended": "2026-08-18T08:59:48.604205458+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|TweenSplitHeadProxyAsync|cnn|simd",
        "dtype": 26,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3328,
        "total_correct": 838,
        "total_train": 220,
        "infer_ms": 876.028242,
        "train_ms": 1778.185535,
        "blocked_train": 1778185535,
        "duration": 3531644319,
        "avg_accuracy": 18.75,
        "soft_acc": 25.097697444444446,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 942.3372512615703,
        "availability": 33.00518781083849,
        "score": 78.0589036647599,
        "zero_downtime": 8.283542177734901,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 27622888,
        "heap_mib": 26.343238830566406,
        "mobile_score": 534971.84947176,
        "mobile_throughput": 6458249.840384656,
        "mobile_availability": 226199.0053198548,
        "mobile_accuracy": 172005.51108173712,
        "soft_acc_blocks": [
          25.097697444444446
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.106518997233268,
        "mobile_acc_per_sec": 48704.08669309066
      },
      "started": "2026-08-18T08:59:53.524990617+10:00",
      "ended": "2026-08-18T08:59:57.057134572+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|TweenSplitHeadProxyAsync|cnn|simd",
        "dtype": 27,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2904,
        "total_correct": 2032,
        "total_train": 170,
        "infer_ms": 875.575854,
        "train_ms": 1787.938015,
        "blocked_train": 1787938015,
        "duration": 3303591714,
        "avg_accuracy": 27.083333333333332,
        "soft_acc": 24.732223333333334,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 879.0432509239548,
        "availability": 32.87296019707717,
        "score": 71.46809685684931,
        "zero_downtime": 8.130213932218899,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 32026216,
        "heap_mib": 30.542579650878906,
        "mobile_score": 325824.9179555114,
        "mobile_throughput": 4007581.1125253774,
        "mobile_availability": 149868.6830939582,
        "mobile_accuracy": 112754.85136510145,
        "soft_acc_blocks": [
          24.732223333333334
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.091664148,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.486464876553245,
        "mobile_acc_per_sec": 34130.98867128998
      },
      "started": "2026-08-18T09:00:01.836557428+10:00",
      "ended": "2026-08-18T09:00:05.140462214+10:00"
    },
    {
      "cell": {
        "id": "int6|none|TweenSplitHeadProxyAsync|cnn|simd",
        "dtype": 28,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2752,
        "total_correct": 1813,
        "total_train": 166,
        "infer_ms": 846.572393,
        "train_ms": 1805.036326,
        "blocked_train": 1805036326,
        "duration": 3390921029,
        "avg_accuracy": 30.208333333333332,
        "soft_acc": 24.8323525,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 811.5789121787891,
        "availability": 31.92674646654758,
        "score": 64.34329273618505,
        "zero_downtime": 7.92816222435439,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 32530792,
        "heap_mib": 31.023780822753906,
        "mobile_score": 293342.7501049477,
        "mobile_throughput": 3700009.4322468955,
        "mobile_availability": 145554.87001263737,
        "mobile_accuracy": 113211.342848,
        "soft_acc_blocks": [
          24.8323525
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.086307749,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.323188091856916,
        "mobile_acc_per_sec": 33386.605550465036
      },
      "started": "2026-08-18T09:00:10.024473218+10:00",
      "ended": "2026-08-18T09:00:13.43825333+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|TweenSplitHeadProxyAsync|cnn|simd",
        "dtype": 29,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2744,
        "total_correct": 1848,
        "total_train": 197,
        "infer_ms": 725.919605,
        "train_ms": 1860.931683,
        "blocked_train": 1860931683,
        "duration": 3281090346,
        "avg_accuracy": 17.857142857142858,
        "soft_acc": 24.914994,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 836.3073584198098,
        "availability": 28.061899358785254,
        "score": 58.471437061584474,
        "zero_downtime": 6.991620541527385,
        "weight_bytes": 238,
        "weight_mib": 0.0002269744873046875,
        "heap_bytes": 31985528,
        "heap_mib": 30.50377655029297,
        "mobile_score": 257612.37642137817,
        "mobile_throughput": 3684587.4985815566,
        "mobile_availability": 123634.59740351935,
        "mobile_accuracy": 109770.01995186554,
        "soft_acc_blocks": [
          24.914994
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.593510501889727,
        "mobile_acc_per_sec": 33455.348184997994
      },
      "started": "2026-08-18T09:00:18.069329262+10:00",
      "ended": "2026-08-18T09:00:21.381035296+10:00"
    },
    {
      "cell": {
        "id": "int5|none|TweenSplitHeadProxyAsync|cnn|simd",
        "dtype": 30,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2872,
        "total_correct": 1131,
        "total_train": 168,
        "infer_ms": 855.158135,
        "train_ms": 1794.035455,
        "blocked_train": 1794035455,
        "duration": 3346777710,
        "avg_accuracy": 20.833333333333332,
        "soft_acc": 25.057763416666663,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 858.138857390681,
        "availability": 32.27994127073213,
        "score": 69.41168834215955,
        "zero_downtime": 8.088631314659,
        "weight_bytes": 192,
        "weight_mib": 0.00018310546875,
        "heap_bytes": 27991136,
        "heap_mib": 26.694427490234375,
        "mobile_score": 379080.3672659807,
        "mobile_throughput": 4686582.346496305,
        "mobile_availability": 176291.51925989173,
        "mobile_accuracy": 136848.7986062222,
        "soft_acc_blocks": [
          25.057763416666663
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.48713108187477,
        "mobile_acc_per_sec": 40889.71854847874
      },
      "started": "2026-08-18T09:00:26.218315333+10:00",
      "ended": "2026-08-18T09:00:29.565555023+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|TweenSplitHeadProxyAsync|cnn|simd",
        "dtype": 31,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3048,
        "total_correct": 1783,
        "total_train": 179,
        "infer_ms": 757.467635,
        "train_ms": 1726.542329,
        "blocked_train": 1726542329,
        "duration": 3315201351,
        "avg_accuracy": 51.041666666666664,
        "soft_acc": 25.96203991666667,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 919.4011697300374,
        "availability": 30.49374382461213,
        "score": 72.78713290075385,
        "zero_downtime": 7.916797943831878,
        "weight_bytes": 200,
        "weight_mib": 0.00019073486328125,
        "heap_bytes": 49091360,
        "heap_mib": 46.817169189453125,
        "mobile_score": 381614.20334270434,
        "mobile_throughput": 4820310.004754218,
        "mobile_availability": 159875.03962318244,
        "mobile_accuracy": 136115.85983829334,
        "soft_acc_blocks": [
          25.96203991666667
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.14656496,
        "time_to_acc50_sec": 0.14656496,
        "acc_per_sec": 7.831210586601462,
        "mobile_acc_per_sec": 41058.09736028107
      },
      "started": "2026-08-18T09:00:34.42961654+10:00",
      "ended": "2026-08-18T09:00:37.745730182+10:00"
    },
    {
      "cell": {
        "id": "int3|none|TweenSplitHeadProxyAsync|cnn|simd",
        "dtype": 32,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3280,
        "total_correct": 1366,
        "total_train": 216,
        "infer_ms": 786.352293,
        "train_ms": 1747.916794,
        "blocked_train": 1747916794,
        "duration": 3543872925,
        "avg_accuracy": 42.708333333333336,
        "soft_acc": 25.487528583333333,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 925.5410872273305,
        "availability": 31.028760798675204,
        "score": 73.19608625803654,
        "zero_downtime": 7.908464277616471,
        "weight_bytes": 115,
        "weight_mib": 0.00010967254638671875,
        "heap_bytes": 44435296,
        "heap_mib": 42.376800537109375,
        "mobile_score": 667405.7334270168,
        "mobile_throughput": 8439131.922439003,
        "mobile_availability": 282921.8598541883,
        "mobile_accuracy": 232396.61540693333,
        "soft_acc_blocks": [
          25.487528583333333
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.129347171,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.191998449925609,
        "mobile_acc_per_sec": 65577.01710112343
      },
      "started": "2026-08-18T09:00:42.445805778+10:00",
      "ended": "2026-08-18T09:00:46.016001064+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|TweenSplitHeadProxyAsync|cnn|simd",
        "dtype": 33,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3608,
        "total_correct": 1083,
        "total_train": 218,
        "infer_ms": 864.412485,
        "train_ms": 1996.308584,
        "blocked_train": 1996308584,
        "duration": 3406187227,
        "avg_accuracy": 30.76923076923077,
        "soft_acc": 25.154005230769233,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1059.248878452799,
        "availability": 30.21659449315574,
        "score": 80.51015747585724,
        "zero_downtime": 7.600683759368723,
        "weight_bytes": 123,
        "weight_mib": 0.00011730194091796875,
        "heap_bytes": 49091224,
        "heap_mib": 46.817039489746094,
        "mobile_score": 686349.7470358087,
        "mobile_throughput": 9030105.300589612,
        "mobile_availability": 257596.71371752254,
        "mobile_accuracy": 214438.09909641527,
        "soft_acc_blocks": [
          25.154005230769233
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.146258607,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.384798178849266,
        "mobile_acc_per_sec": 62955.464513699575
      },
      "started": "2026-08-18T09:00:50.581345076+10:00",
      "ended": "2026-08-18T09:00:53.987861625+10:00"
    },
    {
      "cell": {
        "id": "float64|none|TweenSplitHeadProxyAsync|bicameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1336,
        "total_correct": 223,
        "total_train": 95,
        "infer_ms": 723.141068,
        "train_ms": 1895.97669,
        "blocked_train": 1895976690,
        "duration": 3365377910,
        "avg_accuracy": 2.0833333333333335,
        "soft_acc": 24.996666166666667,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 396.98364811576243,
        "availability": 27.610101370631085,
        "score": 27.398242783104262,
        "zero_downtime": 6.9016048678949105,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 27101192,
        "heap_mib": 25.84571075439453,
        "mobile_score": 226.45620368691146,
        "mobile_throughput": 3281.2107911356547,
        "mobile_availability": 228.2072901280967,
        "mobile_accuracy": 206.60632033026442,
        "soft_acc_blocks": [
          24.996666166666667
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.427595602975438,
        "mobile_acc_per_sec": 61.39171464706751
      },
      "started": "2026-08-18T09:00:58.736124722+10:00",
      "ended": "2026-08-18T09:01:02.104485493+10:00"
    },
    {
      "cell": {
        "id": "float32|none|TweenSplitHeadProxyAsync|bicameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2528,
        "total_correct": 722,
        "total_train": 128,
        "infer_ms": 583.424281,
        "train_ms": 1818.012893,
        "blocked_train": 1818012893,
        "duration": 3405823329,
        "avg_accuracy": 1.25,
        "soft_acc": 24.9953567,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 742.2581137648905,
        "availability": 24.294796770727427,
        "score": 45.07415179580866,
        "zero_downtime": 6.072571112383401,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 31221088,
        "heap_mib": 29.774749755859375,
        "mobile_score": 745.1077341632277,
        "mobile_throughput": 12270.053662175776,
        "mobile_availability": 401.6102411820892,
        "mobile_accuracy": 413.1909942467398,
        "soft_acc_blocks": [
          24.9953567
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.3390056633792,
        "mobile_acc_per_sec": 121.3189746891712
      },
      "started": "2026-08-18T09:01:07.059587799+10:00",
      "ended": "2026-08-18T09:01:10.467925031+10:00"
    },
    {
      "cell": {
        "id": "float16|none|TweenSplitHeadProxyAsync|bicameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 760,
        "total_correct": 284,
        "total_train": 45,
        "infer_ms": 834.061077,
        "train_ms": 1769.571501,
        "blocked_train": 1769571501,
        "duration": 3457828681,
        "avg_accuracy": 34.375,
        "soft_acc": 25.00085525,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 219.7911088470146,
        "availability": 32.034515317084036,
        "score": 17.602856280409444,
        "zero_downtime": 8.008902804463258,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 27630352,
        "heap_mib": 26.350357055664062,
        "mobile_score": 581.9754265067037,
        "mobile_throughput": 7266.606184587186,
        "mobile_availability": 1059.1065687074886,
        "mobile_accuracy": 826.5637783649893,
        "soft_acc_blocks": [
          25.00085525
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.080345726,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.23021802305422,
        "mobile_acc_per_sec": 239.0412754994987
      },
      "started": "2026-08-18T09:01:15.24909346+10:00",
      "ended": "2026-08-18T09:01:18.7095262+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|TweenSplitHeadProxyAsync|bicameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1104,
        "total_correct": 400,
        "total_train": 76,
        "infer_ms": 817.959019,
        "train_ms": 1883.795774,
        "blocked_train": 1883795774,
        "duration": 3484934535,
        "avg_accuracy": 15.625,
        "soft_acc": 25.0014855,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 316.79217756094806,
        "availability": 30.27510198628155,
        "score": 23.978713440779956,
        "zero_downtime": 7.569225233210393,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 26571736,
        "heap_mib": 25.340782165527344,
        "mobile_score": 792.7703186050978,
        "mobile_throughput": 10473.59926781904,
        "mobile_availability": 1000.937865442274,
        "mobile_accuracy": 826.5846153250095,
        "soft_acc_blocks": [
          25.0014855
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.174162168300244,
        "mobile_acc_per_sec": 237.18798933622136
      },
      "started": "2026-08-18T09:01:23.596537671+10:00",
      "ended": "2026-08-18T09:01:27.084162775+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|TweenSplitHeadProxyAsync|bicameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 880,
        "total_correct": 221,
        "total_train": 63,
        "infer_ms": 821.35844,
        "train_ms": 1925.749002,
        "blocked_train": 1925749002,
        "duration": 3453719320,
        "avg_accuracy": 25,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 254.7977755181333,
        "availability": 29.899028608870843,
        "score": 19.045514949233297,
        "zero_downtime": 7.474757152217711,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 27636304,
        "heap_mib": 26.356033325195312,
        "mobile_score": 1259.3435416450532,
        "mobile_throughput": 16847.952595642713,
        "mobile_availability": 1977.0086910439747,
        "mobile_accuracy": 1653.0710051708916,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.086425302,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.238573168128787,
        "mobile_acc_per_sec": 478.635016921668
      },
      "started": "2026-08-18T09:01:31.826129287+10:00",
      "ended": "2026-08-18T09:01:35.282937822+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|TweenSplitHeadProxyAsync|bicameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 824,
        "total_correct": 161,
        "total_train": 61,
        "infer_ms": 830.43114,
        "train_ms": 1890.960872,
        "blocked_train": 1890960872,
        "duration": 3339317809,
        "avg_accuracy": 25,
        "soft_acc": 24.99893775,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 246.75698664535224,
        "availability": 30.51494001372118,
        "score": 18.82363676331209,
        "zero_downtime": 7.628410858479999,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 26994840,
        "heap_mib": 25.744285583496094,
        "mobile_score": 1244.6723258120028,
        "mobile_throughput": 16316.272797870908,
        "mobile_availability": 2017.7345024484614,
        "mobile_accuracy": 1653.000766183882,
        "soft_acc_blocks": [
          24.99893775
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.070112563,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.486240956947503,
        "mobile_acc_per_sec": 495.0115145461083
      },
      "started": "2026-08-18T09:01:40.274855258+10:00",
      "ended": "2026-08-18T09:01:43.617611864+10:00"
    },
    {
      "cell": {
        "id": "int64|none|TweenSplitHeadProxyAsync|bicameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 752,
        "total_correct": 189,
        "total_train": 55,
        "infer_ms": 893.705687,
        "train_ms": 1954.057668,
        "blocked_train": 1954057668,
        "duration": 3460788902,
        "avg_accuracy": 20.833333333333332,
        "soft_acc": 25.00146433333333,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 217.29149661957624,
        "availability": 31.38272305635452,
        "score": 17.048995710302254,
        "zero_downtime": 7.846140311763252,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 31130688,
        "heap_mib": 29.68853759765625,
        "mobile_score": 140.91600237991784,
        "mobile_throughput": 1795.9913636600515,
        "mobile_availability": 259.3893477388384,
        "mobile_accuracy": 206.64597888123762,
        "soft_acc_blocks": [
          25.00146433333333
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.224209578019888,
        "mobile_acc_per_sec": 59.710656943512596
      },
      "started": "2026-08-18T09:01:48.48293114+10:00",
      "ended": "2026-08-18T09:01:51.947289464+10:00"
    },
    {
      "cell": {
        "id": "int32|none|TweenSplitHeadProxyAsync|bicameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 728,
        "total_correct": 309,
        "total_train": 55,
        "infer_ms": 839.193001,
        "train_ms": 1951.298045,
        "blocked_train": 1951298045,
        "duration": 3485606164,
        "avg_accuracy": 45.833333333333336,
        "soft_acc": 25.003505333333333,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 208.85893751248256,
        "availability": 30.073309219283548,
        "score": 15.704900255262649,
        "zero_downtime": 7.519381474553387,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 27714464,
        "heap_mib": 26.430572509765625,
        "mobile_score": 259.6131525107562,
        "mobile_throughput": 3452.58653772684,
        "mobile_availability": 497.13315499936095,
        "mobile_accuracy": 413.3256969416908,
        "soft_acc_blocks": [
          25.003505333333333
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.07507339,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.173359282977597,
        "mobile_acc_per_sec": 118.58072240363724
      },
      "started": "2026-08-18T09:01:56.643189856+10:00",
      "ended": "2026-08-18T09:02:00.132109661+10:00"
    },
    {
      "cell": {
        "id": "int16|none|TweenSplitHeadProxyAsync|bicameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 696,
        "total_correct": 188,
        "total_train": 51,
        "infer_ms": 849.145178,
        "train_ms": 1953.264186,
        "blocked_train": 1953264186,
        "duration": 3462589531,
        "avg_accuracy": 33.333333333333336,
        "soft_acc": 25.000826,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 201.00563285622664,
        "availability": 30.30054027467202,
        "score": 15.226951266338098,
        "zero_downtime": 7.575385351130674,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 28291424,
        "heap_mib": 26.980804443359375,
        "mobile_score": 503.424632710674,
        "mobile_throughput": 6645.5316710130755,
        "mobile_availability": 1001.7788913814633,
        "mobile_accuracy": 826.5628113184513,
        "soft_acc_blocks": [
          25.000826
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.07444011,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.2202684656011575,
        "mobile_acc_per_sec": 238.71232900069995
      },
      "started": "2026-08-18T09:02:04.907579536+10:00",
      "ended": "2026-08-18T09:02:08.386540869+10:00"
    },
    {
      "cell": {
        "id": "int8|none|TweenSplitHeadProxyAsync|bicameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2168,
        "total_correct": 351,
        "total_train": 113,
        "infer_ms": 680.590824,
        "train_ms": 1843.831676,
        "blocked_train": 1843831676,
        "duration": 3488644137,
        "avg_accuracy": 25,
        "soft_acc": 24.999740272727273,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 621.4448693710373,
        "availability": 26.960258197666988,
        "score": 41.88535017941486,
        "zero_downtime": 6.73999452627341,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 27675496,
        "heap_mib": 26.393409729003906,
        "mobile_score": 2769.5783169208044,
        "mobile_throughput": 41091.699794778964,
        "mobile_availability": 1782.6888447393655,
        "mobile_accuracy": 1653.0538312659398,
        "soft_acc_blocks": [
          24.999740272727273
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071152719,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.16603336166737,
        "mobile_acc_per_sec": 473.838478890385
      },
      "started": "2026-08-18T09:02:13.238682366+10:00",
      "ended": "2026-08-18T09:02:16.748075798+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|TweenSplitHeadProxyAsync|bicameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 760,
        "total_correct": 133,
        "total_train": 52,
        "infer_ms": 904.511565,
        "train_ms": 1854.658483,
        "blocked_train": 1854658483,
        "duration": 3391534320,
        "avg_accuracy": 33.333333333333336,
        "soft_acc": 25.000658666666666,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 224.08736822100036,
        "availability": 32.78201594191849,
        "score": 18.365573052391763,
        "zero_downtime": 8.195719909691293,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 46283624,
        "heap_mib": 44.139503479003906,
        "mobile_score": 151.7740544827145,
        "mobile_throughput": 1851.8697094961042,
        "mobile_availability": 270.9122911345254,
        "mobile_accuracy": 206.60674838481341,
        "soft_acc_blocks": [
          25.000658666666666
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.124994574,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.371489216322207,
        "mobile_acc_per_sec": 60.9183717134885
      },
      "started": "2026-08-18T09:02:21.625179767+10:00",
      "ended": "2026-08-18T09:02:25.021575539+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|TweenSplitHeadProxyAsync|bicameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 776,
        "total_correct": 226,
        "total_train": 50,
        "infer_ms": 993.733534,
        "train_ms": 1891.623068,
        "blocked_train": 1891623068,
        "duration": 3497469653,
        "avg_accuracy": 45.833333333333336,
        "soft_acc": 25.003715,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 221.8746914170866,
        "availability": 34.440579487165934,
        "score": 19.10657117948088,
        "zero_downtime": 8.611424339319433,
        "weight_bytes": 63452,
        "weight_mib": 0.060512542724609375,
        "heap_bytes": 27695824,
        "heap_mib": 26.412796020507812,
        "mobile_score": 315.74563419743026,
        "mobile_throughput": 3666.5901220980113,
        "mobile_availability": 569.1477822028385,
        "mobile_accuracy": 413.1988819870138,
        "soft_acc_blocks": [
          25.003715
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.081002185,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.149087048847655,
        "mobile_acc_per_sec": 118.14223509633231
      },
      "started": "2026-08-18T09:02:29.851692909+10:00",
      "ended": "2026-08-18T09:02:33.352406151+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|TweenSplitHeadProxyAsync|bicameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 752,
        "total_correct": 274,
        "total_train": 52,
        "infer_ms": 853.83049,
        "train_ms": 1928.039021,
        "blocked_train": 1928039021,
        "duration": 3374332267,
        "avg_accuracy": 16.666666666666668,
        "soft_acc": 24.999219,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 222.8589067396664,
        "availability": 30.692686577274905,
        "score": 17.099812223964047,
        "zero_downtime": 7.6729319344365585,
        "weight_bytes": 31736,
        "weight_mib": 0.03026580810546875,
        "heap_bytes": 27222200,
        "heap_mib": 25.96111297607422,
        "mobile_score": 564.9877962741153,
        "mobile_throughput": 7363.388612095174,
        "mobile_availability": 1014.1043143575943,
        "mobile_accuracy": 825.9888159233678,
        "soft_acc_blocks": [
          24.999219
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.408641776177522,
        "mobile_acc_per_sec": 244.7858570423847
      },
      "started": "2026-08-18T09:02:38.054022081+10:00",
      "ended": "2026-08-18T09:02:41.431920801+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|TweenSplitHeadProxyAsync|bicameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1360,
        "total_correct": 518,
        "total_train": 92,
        "infer_ms": 689.51361,
        "train_ms": 1885.57152,
        "blocked_train": 1885571520,
        "duration": 3423424705,
        "avg_accuracy": 29.166666666666668,
        "soft_acc": 24.999765999999997,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 397.26300917723853,
        "availability": 26.776342341738427,
        "score": 26.592876921939478,
        "zero_downtime": 6.694022928793527,
        "weight_bytes": 15878,
        "weight_mib": 0.015142440795898438,
        "heap_bytes": 27627280,
        "heap_mib": 26.347427368164062,
        "mobile_score": 1756.1816671683846,
        "mobile_throughput": 26235.070985705508,
        "mobile_availability": 1768.2976412224912,
        "mobile_accuracy": 1650.9733362650206,
        "soft_acc_blocks": [
          24.999765999999997
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.080961143,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.302560492563834,
        "mobile_acc_per_sec": 482.25782032060806
      },
      "started": "2026-08-18T09:02:46.264812083+10:00",
      "ended": "2026-08-18T09:02:49.691428606+10:00"
    },
    {
      "cell": {
        "id": "int4|none|TweenSplitHeadProxyAsync|bicameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2072,
        "total_correct": 584,
        "total_train": 112,
        "infer_ms": 540.886102,
        "train_ms": 1825.884103,
        "blocked_train": 1825884103,
        "duration": 3572068210,
        "avg_accuracy": 18.75,
        "soft_acc": 24.9993238,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 580.0561126462924,
        "availability": 22.853342536480003,
        "score": 33.13965619604564,
        "zero_downtime": 5.713181099817769,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 37088856,
        "heap_mib": 35.370689392089844,
        "mobile_score": 4382.576382321195,
        "mobile_throughput": 76709.91529501812,
        "mobile_availability": 3022.2558334634955,
        "mobile_accuracy": 3306.0525858126875,
        "soft_acc_blocks": [
          24.9993238
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.998557230798233,
        "mobile_acc_per_sec": 925.5289629009318
      },
      "started": "2026-08-18T09:02:54.680197552+10:00",
      "ended": "2026-08-18T09:02:58.255605915+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|TweenSplitHeadProxyAsync|bicameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 680,
        "total_correct": 83,
        "total_train": 52,
        "infer_ms": 882.300765,
        "train_ms": 1963.912309,
        "blocked_train": 1963912309,
        "duration": 3624960697,
        "avg_accuracy": 12.5,
        "soft_acc": 24.999504,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 187.58824076706946,
        "availability": 30.999111523299813,
        "score": 14.537383562582729,
        "zero_downtime": 7.749624125231799,
        "weight_bytes": 7949,
        "weight_mib": 0.007580757141113281,
        "heap_bytes": 28034224,
        "heap_mib": 26.735519409179688,
        "mobile_score": 1917.6690786915017,
        "mobile_throughput": 24745.31729155499,
        "mobile_availability": 4089.1840941823657,
        "mobile_accuracy": 3297.7581967925526,
        "soft_acc_blocks": [
          24.999504
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.896489669719584,
        "mobile_acc_per_sec": 909.7362626639681
      },
      "started": "2026-08-18T09:03:03.545301813+10:00",
      "ended": "2026-08-18T09:03:07.17389287+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|TweenSplitHeadProxyAsync|bicameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 856,
        "total_correct": 194,
        "total_train": 56,
        "infer_ms": 631.454325,
        "train_ms": 1874.536188,
        "blocked_train": 1874536188,
        "duration": 3437224854,
        "avg_accuracy": 21.875,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 249.03811544474536,
        "availability": 25.197793915191887,
        "score": 15.688027775011147,
        "zero_downtime": 6.299448478797972,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 27609672,
        "heap_mib": 26.33063507080078,
        "mobile_score": 2074.6739074549237,
        "mobile_throughput": 32934.21502592878,
        "mobile_availability": 3332.2994012380186,
        "mobile_accuracy": 3306.142010341783,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.273309446400273,
        "mobile_acc_per_sec": 961.8637565983873
      },
      "started": "2026-08-18T09:03:12.330850198+10:00",
      "ended": "2026-08-18T09:03:15.77700728+10:00"
    },
    {
      "cell": {
        "id": "int2|none|TweenSplitHeadProxyAsync|bicameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2048,
        "total_correct": 704,
        "total_train": 115,
        "infer_ms": 568.432889,
        "train_ms": 1836.337428,
        "blocked_train": 1836337428,
        "duration": 3458318579,
        "avg_accuracy": 32.8125,
        "soft_acc": 25.004468375,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 592.1952975749838,
        "availability": 23.63772061645919,
        "score": 35.00162238315358,
        "zero_downtime": 5.9104863761133934,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 31319056,
        "heap_mib": 29.868179321289062,
        "mobile_score": 9256.459317033456,
        "mobile_throughput": 156610.78848675566,
        "mobile_availability": 6251.184497635388,
        "mobile_accuracy": 6612.631886704666,
        "soft_acc_blocks": [
          25.004468375
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.070633709,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.230238569354197,
        "mobile_acc_per_sec": 1912.0944862797342
      },
      "started": "2026-08-18T09:03:20.844616606+10:00",
      "ended": "2026-08-18T09:03:24.314722721+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|TweenSplitHeadProxyAsync|bicameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 672,
        "total_correct": 144,
        "total_train": 52,
        "infer_ms": 889.739975,
        "train_ms": 1947.862754,
        "blocked_train": 1947862754,
        "duration": 3485493077,
        "avg_accuracy": 45.833333333333336,
        "soft_acc": 25.000687,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 192.79912057045235,
        "availability": 31.355339699491807,
        "score": 15.113620108992382,
        "zero_downtime": 7.839050336056687,
        "weight_bytes": 3985,
        "weight_mib": 0.0038003921508789062,
        "heap_bytes": 26578792,
        "heap_mib": 25.347511291503906,
        "mobile_score": 3976.8580475299364,
        "mobile_throughput": 50731.375320271676,
        "mobile_availability": 8250.553746733833,
        "mobile_accuracy": 6578.449277719447,
        "soft_acc_blocks": [
          25.000687
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072035738,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.172783433418364,
        "mobile_acc_per_sec": 1887.379814675055
      },
      "started": "2026-08-18T09:03:29.10438174+10:00",
      "ended": "2026-08-18T09:03:32.593122835+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|TweenSplitHeadProxyAsync|bicameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1976,
        "total_correct": 770,
        "total_train": 111,
        "infer_ms": 525.503223,
        "train_ms": 1778.753858,
        "blocked_train": 1778753858,
        "duration": 3824280970,
        "avg_accuracy": 36.111111111111114,
        "soft_acc": 25.005323666666666,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 516.6984370397868,
        "availability": 22.805754936508322,
        "score": 29.465518076004273,
        "zero_downtime": 5.702652836500716,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 26991648,
        "heap_mib": 25.741241455078125,
        "mobile_score": 7792.392202286067,
        "mobile_throughput": 136645.03917211387,
        "mobile_availability": 6031.164511552119,
        "mobile_accuracy": 6612.85807543472,
        "soft_acc_blocks": [
          25.005323666666666
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.144458144,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.5385686519436526,
        "mobile_acc_per_sec": 1729.1768380278606
      },
      "started": "2026-08-18T09:03:37.298466968+10:00",
      "ended": "2026-08-18T09:03:41.126575225+10:00"
    },
    {
      "cell": {
        "id": "binary|none|TweenSplitHeadProxyAsync|bicameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1968,
        "total_correct": 344,
        "total_train": 121,
        "infer_ms": 531.896802,
        "train_ms": 1856.542143,
        "blocked_train": 1856542143,
        "duration": 3528556778,
        "avg_accuracy": 18.055555555555557,
        "soft_acc": 24.983683111111112,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 557.7351092294085,
        "availability": 22.269641981574704,
        "score": 31.031136516024628,
        "zero_downtime": 5.56377678265559,
        "weight_bytes": 1983,
        "weight_mib": 0.0018911361694335938,
        "heap_bytes": 27668696,
        "heap_mib": 26.386924743652344,
        "mobile_score": 16408.726678480605,
        "mobile_throughput": 294920.65047672024,
        "mobile_availability": 11775.800358281229,
        "mobile_accuracy": 13210.938225878188,
        "soft_acc_blocks": [
          24.983683111111112
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.0804254212035,
        "mobile_acc_per_sec": 3744.006135382693
      },
      "started": "2026-08-18T09:03:46.100159428+10:00",
      "ended": "2026-08-18T09:03:49.631553806+10:00"
    },
    {
      "cell": {
        "id": "int|none|TweenSplitHeadProxyAsync|bicameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 544,
        "total_correct": 148,
        "total_train": 40,
        "infer_ms": 786.586471,
        "train_ms": 1910.574685,
        "blocked_train": 1910574685,
        "duration": 3475849506,
        "avg_accuracy": 8.333333333333334,
        "soft_acc": 24.996875666666668,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 156.5085021836961,
        "availability": 29.163495449657884,
        "score": 11.409411427771708,
        "zero_downtime": 7.289962697604973,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 44522632,
        "heap_mib": 42.46009063720703,
        "mobile_score": 94.30283608657417,
        "mobile_throughput": 1293.598335112966,
        "mobile_availability": 241.04664368631342,
        "mobile_accuracy": 206.60805192214235,
        "soft_acc_blocks": [
          24.996875666666668
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.191587444599412,
        "mobile_acc_per_sec": 59.441023429091565
      },
      "started": "2026-08-18T09:03:54.391041419+10:00",
      "ended": "2026-08-18T09:03:57.870032952+10:00"
    },
    {
      "cell": {
        "id": "uint|none|TweenSplitHeadProxyAsync|bicameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 608,
        "total_correct": 115,
        "total_train": 45,
        "infer_ms": 918.033698,
        "train_ms": 1927.865654,
        "blocked_train": 1927865654,
        "duration": 3380448957,
        "avg_accuracy": 0,
        "soft_acc": 24.9985145,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 179.85776674456085,
        "availability": 32.25812245801446,
        "score": 14.503822793315017,
        "zero_downtime": 8.064051420094502,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 28210872,
        "heap_mib": 26.90398406982422,
        "mobile_score": 119.86034873839954,
        "mobile_throughput": 1486.3539738812194,
        "mobile_availability": 266.5828080335974,
        "mobile_accuracy": 206.58902887954352,
        "soft_acc_blocks": [
          24.9985145
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.395027943916976,
        "mobile_acc_per_sec": 61.1128969871748
      },
      "started": "2026-08-18T09:04:02.702984119+10:00",
      "ended": "2026-08-18T09:04:06.086903436+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|TweenSplitHeadProxyAsync|bicameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 536,
        "total_correct": 144,
        "total_train": 46,
        "infer_ms": 787.153125,
        "train_ms": 1962.208368,
        "blocked_train": 1962208368,
        "duration": 3445542677,
        "avg_accuracy": 12.5,
        "soft_acc": 24.9956375,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 155.56330315626502,
        "availability": 28.630397530631303,
        "score": 11.13265503899935,
        "zero_downtime": 7.156350381565552,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 31356728,
        "heap_mib": 29.90410614013672,
        "mobile_score": 92.00084242437015,
        "mobile_throughput": 1285.5832584910922,
        "mobile_availability": 236.60309984772903,
        "mobile_accuracy": 206.56525320134926,
        "soft_acc_blocks": [
          24.9956375
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.254484951486207,
        "mobile_acc_per_sec": 59.95144236065698
      },
      "started": "2026-08-18T09:04:11.020290413+10:00",
      "ended": "2026-08-18T09:04:14.469248606+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|TweenSplitHeadProxyAsync|bicameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 648,
        "total_correct": 175,
        "total_train": 48,
        "infer_ms": 898.672473,
        "train_ms": 1967.564565,
        "blocked_train": 1967564565,
        "duration": 3428355723,
        "avg_accuracy": 29.166666666666668,
        "soft_acc": 25.001403999999997,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 189.01189151776944,
        "availability": 31.353738755224338,
        "score": 14.816405713314712,
        "zero_downtime": 7.838874895298208,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 28438368,
        "heap_mib": 27.120941162109375,
        "mobile_score": 122.46285342764446,
        "mobile_throughput": 1562.2503875026532,
        "mobile_availability": 259.1497821998212,
        "mobile_accuracy": 206.64548020481774,
        "soft_acc_blocks": [
          25.001403999999997
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.083722182,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.292534970123342,
        "mobile_acc_per_sec": 60.27539056652836
      },
      "started": "2026-08-18T09:04:19.201136528+10:00",
      "ended": "2026-08-18T09:04:22.632375476+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|TweenSplitHeadProxyAsync|bicameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 608,
        "total_correct": 122,
        "total_train": 51,
        "infer_ms": 839.12724,
        "train_ms": 1958.884371,
        "blocked_train": 1958884371,
        "duration": 3555265352,
        "avg_accuracy": 0,
        "soft_acc": 24.9977285,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 171.01395811650798,
        "availability": 29.990127156766828,
        "score": 12.82066088264129,
        "zero_downtime": 7.496850563453341,
        "weight_bytes": 253728,
        "weight_mib": 0.241973876953125,
        "heap_bytes": 34463720,
        "heap_mib": 32.867164611816406,
        "mobile_score": 52.98365693055742,
        "mobile_throughput": 706.7455391047715,
        "mobile_availability": 123.93952411059848,
        "mobile_accuracy": 103.30755044621012,
        "soft_acc_blocks": [
          24.9977285
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.031185024188878,
        "mobile_acc_per_sec": 29.057620238696074
      },
      "started": "2026-08-18T09:04:27.669943783+10:00",
      "ended": "2026-08-18T09:04:31.228075537+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|TweenSplitHeadProxyAsync|bicameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 464,
        "total_correct": 146,
        "total_train": 35,
        "infer_ms": 721.422337,
        "train_ms": 2006.325604,
        "blocked_train": 2006325604,
        "duration": 3450999449,
        "avg_accuracy": 37.5,
        "soft_acc": 25.0013745,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 134.45380298001896,
        "availability": 26.447544003480193,
        "score": 8.890420945344355,
        "zero_downtime": 6.612249522362377,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 28117640,
        "heap_mib": 26.81507110595703,
        "mobile_score": 1175.7197670810192,
        "mobile_throughput": 17780.934659298317,
        "mobile_availability": 3497.573452010751,
        "mobile_accuracy": 3306.323782029512,
        "soft_acc_blocks": [
          25.0013745
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.07040595,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.244676468216961,
        "mobile_acc_per_sec": 958.0771689162655
      },
      "started": "2026-08-18T09:04:36.024323435+10:00",
      "ended": "2026-08-18T09:04:39.484907142+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|TweenSplitHeadProxyAsync|bicameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 296,
        "total_correct": 115,
        "total_train": 22,
        "infer_ms": 1038.002864,
        "train_ms": 1993.901509,
        "blocked_train": 1993901509,
        "duration": 3466183963,
        "avg_accuracy": 50,
        "soft_acc": 25.003371,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 85.3965061172952,
        "availability": 34.236002732926565,
        "score": 7.310073099399416,
        "zero_downtime": 8.560154778883769,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 28149960,
        "heap_mib": 26.84589385986328,
        "mobile_score": 644.4566344607232,
        "mobile_throughput": 7528.562871905913,
        "mobile_availability": 3018.24876422408,
        "mobile_accuracy": 2204.2992054561964,
        "soft_acc_blocks": [
          25.003371
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.07247251,
        "time_to_acc50_sec": 0.07247251,
        "acc_per_sec": 7.2135152856571,
        "mobile_acc_per_sec": 635.9440898077332
      },
      "started": "2026-08-18T09:04:44.236529893+10:00",
      "ended": "2026-08-18T09:04:47.707714579+10:00"
    },
    {
      "cell": {
        "id": "int6|none|TweenSplitHeadProxyAsync|bicameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 304,
        "total_correct": 33,
        "total_train": 19,
        "infer_ms": 1157.279273,
        "train_ms": 1774.567161,
        "blocked_train": 1774567161,
        "duration": 3408144926,
        "avg_accuracy": 37.5,
        "soft_acc": 25.001827,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 89.19808476477917,
        "availability": 39.472711107214835,
        "score": 8.80286884473772,
        "zero_downtime": 9.868898943235637,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 28137496,
        "heap_mib": 26.834007263183594,
        "mobile_score": 776.0616278577181,
        "mobile_throughput": 7863.710352304783,
        "mobile_availability": 3479.917397171591,
        "mobile_accuracy": 2204.1630862915754,
        "soft_acc_blocks": [
          25.001827
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.089034102,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.335904881645869,
        "mobile_acc_per_sec": 646.7339664685303
      },
      "started": "2026-08-18T09:04:52.758791891+10:00",
      "ended": "2026-08-18T09:04:56.218486855+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|TweenSplitHeadProxyAsync|bicameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 256,
        "total_correct": 49,
        "total_train": 19,
        "infer_ms": 911.759437,
        "train_ms": 1901.182207,
        "blocked_train": 1901182207,
        "duration": 3636020518,
        "avg_accuracy": 6.25,
        "soft_acc": 24.9993955,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 70.4066433983748,
        "availability": 32.4130235316037,
        "score": 5.705092520659041,
        "zero_downtime": 8.103059946173676,
        "weight_bytes": 11914,
        "weight_mib": 0.011362075805664062,
        "heap_bytes": 49220800,
        "heap_mib": 46.94061279296875,
        "mobile_score": 502.1170971078206,
        "mobile_throughput": 6196.635597456291,
        "mobile_availability": 2852.737834704959,
        "mobile_accuracy": 2200.2489622131943,
        "soft_acc_blocks": [
          24.9993955
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.875482516185294,
        "mobile_acc_per_sec": 605.1255627741742
      },
      "started": "2026-08-18T09:05:01.006646232+10:00",
      "ended": "2026-08-18T09:05:04.649529397+10:00"
    },
    {
      "cell": {
        "id": "int5|none|TweenSplitHeadProxyAsync|bicameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 65,
        "total_train": 25,
        "infer_ms": 992.101313,
        "train_ms": 1982.572364,
        "blocked_train": 1982572364,
        "duration": 3493668571,
        "avg_accuracy": 6.25,
        "soft_acc": 24.9972975,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 93.88412018319066,
        "availability": 33.35160157804428,
        "score": 7.827118224182927,
        "zero_downtime": 8.336999067478423,
        "weight_bytes": 9912,
        "weight_mib": 0.00945281982421875,
        "heap_bytes": 31296880,
        "heap_mib": 29.847030639648438,
        "mobile_score": 828.0194026473806,
        "mobile_throughput": 9931.863923043718,
        "mobile_availability": 3528.21720906975,
        "mobile_accuracy": 2644.4275850847457,
        "soft_acc_blocks": [
          24.9972975
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.155028301051742,
        "mobile_acc_per_sec": 756.9199915056125
      },
      "started": "2026-08-18T09:05:09.748462124+10:00",
      "ended": "2026-08-18T09:05:13.247318917+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|TweenSplitHeadProxyAsync|bicameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 344,
        "total_correct": 117,
        "total_train": 25,
        "infer_ms": 1030.193187,
        "train_ms": 1964.354525,
        "blocked_train": 1964354525,
        "duration": 3433659277,
        "avg_accuracy": 43.75,
        "soft_acc": 25.0021565,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 100.18466372136784,
        "availability": 34.40229664305312,
        "score": 8.617199556588078,
        "zero_downtime": 8.601316046290387,
        "weight_bytes": 9932,
        "weight_mib": 0.009471893310546875,
        "heap_bytes": 28986816,
        "heap_mib": 27.64398193359375,
        "mobile_score": 909.7652680476139,
        "mobile_throughput": 10577.047316381091,
        "mobile_availability": 3632.040133385629,
        "mobile_accuracy": 2639.615510888442,
        "soft_acc_blocks": [
          25.0021565
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071162981,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.2814902362253235,
        "mobile_acc_per_sec": 768.7470706746078
      },
      "started": "2026-08-18T09:05:18.242450272+10:00",
      "ended": "2026-08-18T09:05:21.680718657+10:00"
    },
    {
      "cell": {
        "id": "int3|none|TweenSplitHeadProxyAsync|bicameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 416,
        "total_correct": 34,
        "total_train": 25,
        "infer_ms": 1004.635354,
        "train_ms": 1969.559365,
        "blocked_train": 1969559365,
        "duration": 3612430192,
        "avg_accuracy": 0,
        "soft_acc": 24.9976995,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 115.15793465608373,
        "availability": 33.77839882446513,
        "score": 9.723731751396432,
        "zero_downtime": 8.443822634051326,
        "weight_bytes": 5947,
        "weight_mib": 0.005671501159667969,
        "heap_bytes": 26674456,
        "heap_mib": 25.438743591308594,
        "mobile_score": 1714.4899520686506,
        "mobile_throughput": 20304.66562803727,
        "mobile_availability": 5955.812733439103,
        "mobile_accuracy": 4407.5984111168655,
        "soft_acc_blocks": [
          24.9976995
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.919912128782252,
        "mobile_acc_per_sec": 1220.120023600131
      },
      "started": "2026-08-18T09:05:26.949877367+10:00",
      "ended": "2026-08-18T09:05:30.618568476+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|TweenSplitHeadProxyAsync|bicameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 376,
        "total_correct": 87,
        "total_train": 30,
        "infer_ms": 864.88825,
        "train_ms": 1978.755448,
        "blocked_train": 1978755448,
        "duration": 3396165945,
        "avg_accuracy": 25,
        "soft_acc": 25.000471,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 110.71308236676875,
        "availability": 30.414789680166184,
        "score": 8.418446388112386,
        "zero_downtime": 7.603840673700939,
        "weight_bytes": 5967,
        "weight_mib": 0.005690574645996094,
        "heap_bytes": 28119280,
        "heap_mib": 26.816635131835938,
        "mobile_score": 1479.3666565881235,
        "mobile_throughput": 19455.51886304959,
        "mobile_availability": 5344.765963410413,
        "mobile_accuracy": 4393.31219696598,
        "soft_acc_blocks": [
          25.000471
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073026207,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.361380864444185,
        "mobile_acc_per_sec": 1293.6094019298519
      },
      "started": "2026-08-18T09:05:35.678048192+10:00",
      "ended": "2026-08-18T09:05:39.081597878+10:00"
    },
    {
      "cell": {
        "id": "float64|none|TweenSplitHeadProxyAsync|tricameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1032,
        "total_correct": 305,
        "total_train": 78,
        "infer_ms": 774.960343,
        "train_ms": 1875.259796,
        "blocked_train": 1875259796,
        "duration": 3476291260,
        "avg_accuracy": 40.625,
        "soft_acc": 25.0021235,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 296.8681053497226,
        "availability": 29.241357410121168,
        "score": 21.703909303971994,
        "zero_downtime": 7.3109602927548965,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 28322680,
        "heap_mib": 27.01061248779297,
        "mobile_score": 135.19507652743167,
        "mobile_throughput": 1849.2109259765632,
        "mobile_availability": 182.14633582641392,
        "mobile_accuracy": 155.73986937515446,
        "soft_acc_blocks": [
          25.0021235
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.082281195,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.192183171671294,
        "mobile_acc_per_sec": 44.80058134575135
      },
      "started": "2026-08-18T09:05:43.927149908+10:00",
      "ended": "2026-08-18T09:05:47.407468766+10:00"
    },
    {
      "cell": {
        "id": "float32|none|TweenSplitHeadProxyAsync|tricameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1776,
        "total_correct": 435,
        "total_train": 100,
        "infer_ms": 487.823577,
        "train_ms": 1862.684506,
        "blocked_train": 1862684506,
        "duration": 3616179830,
        "avg_accuracy": 41.666666666666664,
        "soft_acc": 25.002598777777777,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 491.1260179226208,
        "availability": 20.753962963504517,
        "score": 25.484676851069242,
        "zero_downtime": 5.189030090253633,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 29457736,
        "heap_mib": 28.09308624267578,
        "mobile_score": 317.49145178436913,
        "mobile_throughput": 6118.512443793722,
        "mobile_availability": 258.55559676384985,
        "mobile_accuracy": 311.4856598232952,
        "soft_acc_blocks": [
          25.002598777777777
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.070919074,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.914091652841772,
        "mobile_acc_per_sec": 86.13666202084181
      },
      "started": "2026-08-18T09:05:52.450710022+10:00",
      "ended": "2026-08-18T09:05:56.069965109+10:00"
    },
    {
      "cell": {
        "id": "float16|none|TweenSplitHeadProxyAsync|tricameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 616,
        "total_correct": 265,
        "total_train": 46,
        "infer_ms": 848.263166,
        "train_ms": 2051.372231,
        "blocked_train": 2051372231,
        "duration": 3528108698,
        "avg_accuracy": 37.5,
        "soft_acc": 25.0034595,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 174.59779522926706,
        "availability": 29.254131980787097,
        "score": 12.771034374196237,
        "zero_downtime": 7.31454504189265,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 27306072,
        "heap_mib": 26.041099548339844,
        "mobile_score": 318.20644758001123,
        "mobile_throughput": 4350.324534985361,
        "mobile_availability": 728.9036378644096,
        "mobile_accuracy": 622.992765627602,
        "soft_acc_blocks": [
          25.0034595
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073116416,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.086930035396546,
        "mobile_acc_per_sec": 176.57981058825132
      },
      "started": "2026-08-18T09:06:00.941990027+10:00",
      "ended": "2026-08-18T09:06:04.473423148+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|TweenSplitHeadProxyAsync|tricameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 832,
        "total_correct": 313,
        "total_train": 58,
        "infer_ms": 780.274976,
        "train_ms": 1894.087075,
        "blocked_train": 1894087075,
        "duration": 3647645263,
        "avg_accuracy": 62.5,
        "soft_acc": 25.00511775,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 228.09235548188227,
        "availability": 29.176116065071998,
        "score": 16.640528378103607,
        "zero_downtime": 7.2955221769479195,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 24612224,
        "heap_mib": 23.4720458984375,
        "mobile_score": 414.6197767464682,
        "mobile_throughput": 5683.209051938271,
        "mobile_availability": 726.9597728126827,
        "mobile_accuracy": 623.0340830202452,
        "soft_acc_blocks": [
          25.00511775
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.090397851,
        "time_to_acc50_sec": 0.090397851,
        "acc_per_sec": 6.85513967151361,
        "mobile_acc_per_sec": 170.80446098747873
      },
      "started": "2026-08-18T09:06:09.405590335+10:00",
      "ended": "2026-08-18T09:06:13.074764581+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|TweenSplitHeadProxyAsync|tricameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 624,
        "total_correct": 145,
        "total_train": 50,
        "infer_ms": 737.173523,
        "train_ms": 1960.529646,
        "blocked_train": 1960529646,
        "duration": 3515002938,
        "avg_accuracy": 25,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 177.5247449309529,
        "availability": 27.32596867850586,
        "score": 12.127589049107401,
        "zero_downtime": 6.831492169626465,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 27737720,
        "heap_mib": 26.45275115966797,
        "mobile_score": 604.3483896377171,
        "mobile_throughput": 8846.506365398673,
        "mobile_availability": 1361.722028943682,
        "mobile_accuracy": 1245.813135633495,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072081782,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.112369588579844,
        "mobile_acc_per_sec": 354.4273383573186
      },
      "started": "2026-08-18T09:06:18.18536977+10:00",
      "ended": "2026-08-18T09:06:21.704305203+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|TweenSplitHeadProxyAsync|tricameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 640,
        "total_correct": 211,
        "total_train": 49,
        "infer_ms": 838.336674,
        "train_ms": 1922.733803,
        "blocked_train": 1922733803,
        "duration": 3745000298,
        "avg_accuracy": 33.333333333333336,
        "soft_acc": 24.999342666666667,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 170.8945124361643,
        "availability": 30.362740863858072,
        "score": 12.971723411570899,
        "zero_downtime": 7.590485631547906,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 27756912,
        "heap_mib": 26.471054077148438,
        "mobile_score": 646.4137367175823,
        "mobile_throughput": 8516.105136026204,
        "mobile_availability": 1513.052056081211,
        "mobile_accuracy": 1245.7803790534488,
        "soft_acc_blocks": [
          24.999342666666667
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071722927,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.6753913691321864,
        "mobile_acc_per_sec": 332.6516101263735
      },
      "started": "2026-08-18T09:06:26.810340193+10:00",
      "ended": "2026-08-18T09:06:30.559300903+10:00"
    },
    {
      "cell": {
        "id": "int64|none|TweenSplitHeadProxyAsync|tricameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 576,
        "total_correct": 159,
        "total_train": 42,
        "infer_ms": 903.286118,
        "train_ms": 1932.965987,
        "blocked_train": 1932965987,
        "duration": 3468702014,
        "avg_accuracy": 6.25,
        "soft_acc": 24.9996445,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 166.05635124470513,
        "availability": 31.8478782759687,
        "score": 13.221168145797678,
        "zero_downtime": 7.961856349784904,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 27934304,
        "heap_mib": 26.640228271484375,
        "mobile_score": 82.35552472226942,
        "mobile_throughput": 1034.3759181801156,
        "mobile_availability": 198.38252549129214,
        "mobile_accuracy": 155.72442752133827,
        "soft_acc_blocks": [
          24.9996445
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.207204423758264,
        "mobile_acc_per_sec": 44.89414971156939
      },
      "started": "2026-08-18T09:06:35.549209901+10:00",
      "ended": "2026-08-18T09:06:39.022022482+10:00"
    },
    {
      "cell": {
        "id": "int32|none|TweenSplitHeadProxyAsync|tricameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 560,
        "total_correct": 194,
        "total_train": 41,
        "infer_ms": 849.541714,
        "train_ms": 1863.03118,
        "blocked_train": 1863031180,
        "duration": 3599892627,
        "avg_accuracy": 31.25,
        "soft_acc": 24.998888,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 155.56019526801293,
        "availability": 31.318668555566564,
        "score": 12.179303730567879,
        "zero_downtime": 7.829318875297304,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 34131464,
        "heap_mib": 32.55030059814453,
        "mobile_score": 151.73136570411492,
        "mobile_throughput": 1937.9893464660195,
        "mobile_availability": 390.1720867707652,
        "mobile_accuracy": 311.4394304663055,
        "soft_acc_blocks": [
          24.998888
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.089228218,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.94434267636283,
        "mobile_acc_per_sec": 86.51353324553074
      },
      "started": "2026-08-18T09:06:43.975161687+10:00",
      "ended": "2026-08-18T09:06:47.579527381+10:00"
    },
    {
      "cell": {
        "id": "int16|none|TweenSplitHeadProxyAsync|tricameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 536,
        "total_correct": 162,
        "total_train": 45,
        "infer_ms": 818.69759,
        "train_ms": 1972.250155,
        "blocked_train": 1972250155,
        "duration": 3572597977,
        "avg_accuracy": 18.75,
        "soft_acc": 25.000126,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 150.0308748565358,
        "availability": 29.33403505911932,
        "score": 11.002582810217794,
        "zero_downtime": 7.333545725664005,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 31318592,
        "heap_mib": 29.86773681640625,
        "mobile_score": 274.1432438172924,
        "mobile_throughput": 3738.2086929371467,
        "mobile_availability": 730.8945239556863,
        "mobile_accuracy": 622.9097072658493,
        "soft_acc_blocks": [
          25.000126
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.9977439837754245,
        "mobile_acc_per_sec": 174.35762749575372
      },
      "started": "2026-08-18T09:06:52.971254823+10:00",
      "ended": "2026-08-18T09:06:56.547882743+10:00"
    },
    {
      "cell": {
        "id": "int8|none|TweenSplitHeadProxyAsync|tricameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1832,
        "total_correct": 342,
        "total_train": 103,
        "infer_ms": 538.693943,
        "train_ms": 1867.384977,
        "blocked_train": 1867384977,
        "duration": 3648372308,
        "avg_accuracy": 26.5625,
        "soft_acc": 24.998788125,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 502.14173481770655,
        "availability": 22.388872556183653,
        "score": 28.10460582812486,
        "zero_downtime": 5.596946813896623,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 27756864,
        "heap_mib": 26.47100830078125,
        "mobile_score": 1400.523484499185,
        "mobile_throughput": 25022.990767427596,
        "mobile_availability": 1115.6940609007142,
        "mobile_accuracy": 1245.7527448417452,
        "soft_acc_blocks": [
          24.998788125
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071453397,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.852038666718221,
        "mobile_acc_per_sec": 341.45439107464716
      },
      "started": "2026-08-18T09:07:01.605874735+10:00",
      "ended": "2026-08-18T09:07:05.273837279+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|TweenSplitHeadProxyAsync|tricameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 520,
        "total_correct": 196,
        "total_train": 47,
        "infer_ms": 783.837475,
        "train_ms": 1944.912015,
        "blocked_train": 1944912015,
        "duration": 3597446595,
        "avg_accuracy": 25,
        "soft_acc": 25.0005205,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 144.54696859787575,
        "availability": 28.725153330216468,
        "score": 10.380550709546098,
        "zero_downtime": 7.181437846977201,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 34427056,
        "heap_mib": 32.83219909667969,
        "mobile_score": 64.65191459261706,
        "mobile_throughput": 900.2642085084709,
        "mobile_availability": 178.9053598145941,
        "mobile_accuracy": 155.7076846270373,
        "soft_acc_blocks": [
          25.0005205
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.074164227,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.949518176238555,
        "mobile_acc_per_sec": 43.28283423121596
      },
      "started": "2026-08-18T09:07:10.194433358+10:00",
      "ended": "2026-08-18T09:07:13.796742083+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|TweenSplitHeadProxyAsync|tricameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 480,
        "total_correct": 57,
        "total_train": 40,
        "infer_ms": 706.896847,
        "train_ms": 1871.229043,
        "blocked_train": 1871229043,
        "duration": 3545201197,
        "avg_accuracy": 6.25,
        "soft_acc": 24.996627,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 135.39429028913307,
        "availability": 27.419019751591723,
        "score": 9.279694613884054,
        "zero_downtime": 6.853830094361709,
        "weight_bytes": 84192,
        "weight_mib": 0.080291748046875,
        "heap_bytes": 32351360,
        "heap_mib": 30.8526611328125,
        "mobile_score": 115.57469901472926,
        "mobile_throughput": 1686.279020978454,
        "mobile_availability": 341.4923752262096,
        "mobile_accuracy": 311.3224908916762,
        "soft_acc_blocks": [
          24.996627
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.050834525598295,
        "mobile_acc_per_sec": 87.81518271942414
      },
      "started": "2026-08-18T09:07:19.225534383+10:00",
      "ended": "2026-08-18T09:07:22.808761103+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|TweenSplitHeadProxyAsync|tricameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 496,
        "total_correct": 86,
        "total_train": 37,
        "infer_ms": 736.703013,
        "train_ms": 1920.741426,
        "blocked_train": 1920741426,
        "duration": 3792597285,
        "avg_accuracy": 6.25,
        "soft_acc": 24.995272,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 130.78108819033233,
        "availability": 27.722235776158783,
        "score": 9.062146247407785,
        "zero_downtime": 6.929248236732199,
        "weight_bytes": 42108,
        "weight_mib": 0.040157318115234375,
        "heap_bytes": 24623608,
        "heap_mib": 23.48290252685547,
        "mobile_score": 225.66612196071688,
        "mobile_throughput": 3256.7186836293795,
        "mobile_availability": 690.3408165009374,
        "mobile_accuracy": 622.4337972041417,
        "soft_acc_blocks": [
          24.995272
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.590542080188194,
        "mobile_acc_per_sec": 164.11808331612556
      },
      "started": "2026-08-18T09:07:27.917201217+10:00",
      "ended": "2026-08-18T09:07:31.714702714+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|TweenSplitHeadProxyAsync|tricameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1216,
        "total_correct": 171,
        "total_train": 71,
        "infer_ms": 761.46157,
        "train_ms": 1869.505657,
        "blocked_train": 1869505657,
        "duration": 3628568020,
        "avg_accuracy": 12.5,
        "soft_acc": 24.99732275,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 335.1184250364418,
        "availability": 28.942267398300817,
        "score": 24.24512098067017,
        "zero_downtime": 7.234791992721283,
        "weight_bytes": 21066,
        "weight_mib": 0.020090103149414062,
        "heap_bytes": 28826440,
        "heap_mib": 27.49103546142578,
        "mobile_score": 1206.8191387746701,
        "mobile_throughput": 16680.77174836286,
        "mobile_availability": 1440.6231358321788,
        "mobile_accuracy": 1244.2605477975885,
        "soft_acc_blocks": [
          24.99732275
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.8890324260753415,
        "mobile_acc_per_sec": 342.90677229679943
      },
      "started": "2026-08-18T09:07:36.646332799+10:00",
      "ended": "2026-08-18T09:07:40.279255553+10:00"
    },
    {
      "cell": {
        "id": "int4|none|TweenSplitHeadProxyAsync|tricameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1504,
        "total_correct": 290,
        "total_train": 71,
        "infer_ms": 843.67948,
        "train_ms": 1872.992998,
        "blocked_train": 1872992998,
        "duration": 3639981549,
        "avg_accuracy": 19.642857142857142,
        "soft_acc": 24.999025857142858,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 413.1889076232238,
        "availability": 31.05561994801495,
        "score": 32.078344200403556,
        "zero_downtime": 7.763602460900273,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 28357184,
        "heap_mib": 27.04351806640625,
        "mobile_score": 3197.0898059388232,
        "mobile_throughput": 41180.49348920536,
        "mobile_availability": 3095.1599413182894,
        "mobile_accuracy": 2491.529183269597,
        "soft_acc_blocks": [
          24.999025857142858
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.867899059546265,
        "mobile_acc_per_sec": 684.4895090070131
      },
      "started": "2026-08-18T09:07:45.113045038+10:00",
      "ended": "2026-08-18T09:07:48.757408508+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|TweenSplitHeadProxyAsync|tricameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 504,
        "total_correct": 89,
        "total_train": 33,
        "infer_ms": 922.819279,
        "train_ms": 1927.284601,
        "blocked_train": 1927284601,
        "duration": 3679359417,
        "avg_accuracy": 12.5,
        "soft_acc": 25.0008725,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 136.98036611246343,
        "availability": 32.37844365869219,
        "score": 11.088414638464117,
        "zero_downtime": 8.09489341659397,
        "weight_bytes": 10545,
        "weight_mib": 0.010056495666503906,
        "heap_bytes": 24569944,
        "heap_mib": 23.431724548339844,
        "mobile_score": 1102.612182829981,
        "mobile_throughput": 13621.083392768369,
        "mobile_availability": 3219.654711982629,
        "mobile_accuracy": 2486.0421889577997,
        "soft_acc_blocks": [
          25.0008725
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.794898151152815,
        "mobile_acc_per_sec": 675.672557965217
      },
      "started": "2026-08-18T09:07:53.733720155+10:00",
      "ended": "2026-08-18T09:07:57.418601909+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|TweenSplitHeadProxyAsync|tricameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 736,
        "total_correct": 168,
        "total_train": 49,
        "infer_ms": 683.30907,
        "train_ms": 1938.607029,
        "blocked_train": 1938607029,
        "duration": 3541105848,
        "avg_accuracy": 37.5,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 207.844676661018,
        "availability": 26.061439199393696,
        "score": 13.541828509296908,
        "zero_downtime": 6.515359799848423,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 27923096,
        "heap_mib": 26.629539489746094,
        "mobile_score": 1349.6470269902588,
        "mobile_throughput": 20714.85026846342,
        "mobile_availability": 2597.414663049467,
        "mobile_accuracy": 2491.62627126699,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.075699174,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.059941462670449,
        "mobile_acc_per_sec": 703.6294248798715
      },
      "started": "2026-08-18T09:08:02.490460779+10:00",
      "ended": "2026-08-18T09:08:06.04346682+10:00"
    },
    {
      "cell": {
        "id": "int2|none|TweenSplitHeadProxyAsync|tricameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1472,
        "total_correct": 283,
        "total_train": 90,
        "infer_ms": 459.912738,
        "train_ms": 1873.943055,
        "blocked_train": 1873943055,
        "duration": 3734313986,
        "avg_accuracy": 12.5,
        "soft_acc": 24.999279166666668,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 394.18217255392835,
        "availability": 19.706133488599825,
        "score": 19.418956348548992,
        "zero_downtime": 4.9263913237710595,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 31915728,
        "heap_mib": 30.437210083007812,
        "mobile_score": 3870.4146687200355,
        "mobile_throughput": 78564.90510699639,
        "mobile_availability": 3927.652276932532,
        "mobile_accuracy": 4982.635269239055,
        "soft_acc_blocks": [
          24.999279166666668
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.6944770205155075,
        "mobile_acc_per_sec": 1334.2839643155423
      },
      "started": "2026-08-18T09:08:10.976713424+10:00",
      "ended": "2026-08-18T09:08:14.715616935+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|TweenSplitHeadProxyAsync|tricameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 480,
        "total_correct": 136,
        "total_train": 34,
        "infer_ms": 859.062694,
        "train_ms": 1960.076744,
        "blocked_train": 1960076744,
        "duration": 3645892644,
        "avg_accuracy": 31.25,
        "soft_acc": 25.000174,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 131.65500108455745,
        "availability": 30.47251520873512,
        "score": 10.029717363485037,
        "zero_downtime": 7.618181824360244,
        "weight_bytes": 5285,
        "weight_mib": 0.005040168762207031,
        "heap_bytes": 31264000,
        "heap_mib": 29.815673828125,
        "mobile_score": 1989.9566535730721,
        "mobile_throughput": 26121.149369392795,
        "mobile_availability": 6045.931524600688,
        "mobile_accuracy": 4960.185894460549,
        "soft_acc_blocks": [
          25.000174
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073756989,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.85707903142526,
        "mobile_acc_per_sec": 1360.485998572521
      },
      "started": "2026-08-18T09:08:19.98456389+10:00",
      "ended": "2026-08-18T09:08:23.634916528+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|TweenSplitHeadProxyAsync|tricameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1480,
        "total_correct": 460,
        "total_train": 94,
        "infer_ms": 457.333262,
        "train_ms": 1892.777146,
        "blocked_train": 1892777146,
        "duration": 3585811837,
        "avg_accuracy": 50,
        "soft_acc": 25.00449075,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 412.73777523089814,
        "availability": 19.46007559658448,
        "score": 20.083377698121645,
        "zero_downtime": 4.865892802490974,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 25001136,
        "heap_mib": 23.842941284179688,
        "mobile_score": 4002.841257020643,
        "mobile_throughput": 82263.24375603769,
        "mobile_availability": 3878.610193644586,
        "mobile_accuracy": 4983.673995946017,
        "soft_acc_blocks": [
          25.00449075
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.083478017,
        "time_to_acc50_sec": 0.083478017,
        "acc_per_sec": 6.973174245227413,
        "mobile_acc_per_sec": 1389.8314307857022
      },
      "started": "2026-08-18T09:08:28.473444249+10:00",
      "ended": "2026-08-18T09:08:32.065179308+10:00"
    },
    {
      "cell": {
        "id": "binary|none|TweenSplitHeadProxyAsync|tricameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1584,
        "total_correct": 294,
        "total_train": 89,
        "infer_ms": 522.746513,
        "train_ms": 1844.643352,
        "blocked_train": 1844643352,
        "duration": 3480971245,
        "avg_accuracy": 25,
        "soft_acc": 24.99832566666667,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 455.0454136256446,
        "availability": 22.081133349787322,
        "score": 25.118113789711906,
        "zero_downtime": 5.519913625670778,
        "weight_bytes": 2631,
        "weight_mib": 0.0025091171264648438,
        "heap_bytes": 34308392,
        "heap_mib": 32.719032287597656,
        "mobile_score": 10010.737850688312,
        "mobile_throughput": 181356.78435496916,
        "mobile_availability": 8800.359742830327,
        "mobile_accuracy": 9962.996706290638,
        "soft_acc_blocks": [
          24.99832566666667
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072440219,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.181422628116731,
        "mobile_acc_per_sec": 2862.1312860889884
      },
      "started": "2026-08-18T09:08:36.995928579+10:00",
      "ended": "2026-08-18T09:08:40.481201798+10:00"
    },
    {
      "cell": {
        "id": "int|none|TweenSplitHeadProxyAsync|tricameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 392,
        "total_correct": 112,
        "total_train": 35,
        "infer_ms": 832.452676,
        "train_ms": 1947.150199,
        "blocked_train": 1947150199,
        "duration": 3695496595,
        "avg_accuracy": 43.75,
        "soft_acc": 25.0010925,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 106.07505376418835,
        "availability": 29.948619045085714,
        "score": 7.9423505039769156,
        "zero_downtime": 7.487481949934496,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 25244704,
        "heap_mib": 24.075225830078125,
        "mobile_score": 49.473422928298746,
        "mobile_throughput": 660.7484767122753,
        "mobile_availability": 186.55191500225618,
        "mobile_accuracy": 155.73344720844025,
        "soft_acc_blocks": [
          25.0010925
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.106240071,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.765286303828945,
        "mobile_acc_per_sec": 42.141412718157376
      },
      "started": "2026-08-18T09:08:45.610832899+10:00",
      "ended": "2026-08-18T09:08:49.315170317+10:00"
    },
    {
      "cell": {
        "id": "uint|none|TweenSplitHeadProxyAsync|tricameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 472,
        "total_correct": 143,
        "total_train": 37,
        "infer_ms": 891.503277,
        "train_ms": 1928.454649,
        "blocked_train": 1928454649,
        "duration": 3648763637,
        "avg_accuracy": 18.75,
        "soft_acc": 24.9990015,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 129.35888617550373,
        "availability": 31.61406306031532,
        "score": 10.223491619846817,
        "zero_downtime": 7.903200098659172,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 34262760,
        "heap_mib": 32.675514221191406,
        "mobile_score": 63.67372267030468,
        "mobile_throughput": 805.6701320406569,
        "mobile_availability": 196.89800301457115,
        "mobile_accuracy": 155.69822402508908,
        "soft_acc_blocks": [
          24.9990015
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.851362265974039,
        "mobile_acc_per_sec": 42.67150177836775
      },
      "started": "2026-08-18T09:08:54.286185844+10:00",
      "ended": "2026-08-18T09:08:57.939137235+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|TweenSplitHeadProxyAsync|tricameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 496,
        "total_correct": 91,
        "total_train": 35,
        "infer_ms": 944.259883,
        "train_ms": 1960.565496,
        "blocked_train": 1960565496,
        "duration": 3468926422,
        "avg_accuracy": 12.5,
        "soft_acc": 24.9988095,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 142.9837187823755,
        "availability": 32.50659712030835,
        "score": 11.619232018876852,
        "zero_downtime": 8.12626228903837,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 28552208,
        "heap_mib": 27.229507446289062,
        "mobile_score": 72.36664191866129,
        "mobile_throughput": 890.5280108454987,
        "mobile_availability": 202.45686375638184,
        "mobile_accuracy": 155.69702821496793,
        "soft_acc_blocks": [
          24.9988095
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.206497474681808,
        "mobile_acc_per_sec": 44.883346970847896
      },
      "started": "2026-08-18T09:09:02.829668233+10:00",
      "ended": "2026-08-18T09:09:06.303465846+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|TweenSplitHeadProxyAsync|tricameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 496,
        "total_correct": 72,
        "total_train": 36,
        "infer_ms": 925.369754,
        "train_ms": 1964.139659,
        "blocked_train": 1964139659,
        "duration": 3613165821,
        "avg_accuracy": 12.5,
        "soft_acc": 24.9987485,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 137.2757367284971,
        "availability": 32.02515104594332,
        "score": 10.990140315216282,
        "zero_downtime": 8.005886966720489,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 31307248,
        "heap_mib": 29.856918334960938,
        "mobile_score": 68.45830583575841,
        "mobile_throughput": 855.0995801006354,
        "mobile_availability": 199.4867692184147,
        "mobile_accuracy": 155.71884627849064,
        "soft_acc_blocks": [
          24.9987485
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.918793583927241,
        "mobile_acc_per_sec": 43.09761964796651
      },
      "started": "2026-08-18T09:09:11.582045149+10:00",
      "ended": "2026-08-18T09:09:15.198536852+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|TweenSplitHeadProxyAsync|tricameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 416,
        "total_correct": 96,
        "total_train": 33,
        "infer_ms": 812.493855,
        "train_ms": 1979.950214,
        "blocked_train": 1979950214,
        "duration": 3493709935,
        "avg_accuracy": 31.25,
        "soft_acc": 25.000189,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 119.07113290445504,
        "availability": 29.09615501416154,
        "score": 8.661345831029095,
        "zero_downtime": 7.274093745273361,
        "weight_bytes": 336672,
        "weight_mib": 0.321075439453125,
        "heap_bytes": 28717176,
        "heap_mib": 27.38683319091797,
        "mobile_score": 26.97604602140114,
        "mobile_throughput": 370.85095361782936,
        "mobile_availability": 90.62093028267705,
        "mobile_accuracy": 77.86390962380001,
        "soft_acc_blocks": [
          25.000189
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.07231522,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.155771218883401,
        "mobile_acc_per_sec": 22.286884450182615
      },
      "started": "2026-08-18T09:09:20.076569485+10:00",
      "ended": "2026-08-18T09:09:23.574705821+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|TweenSplitHeadProxyAsync|tricameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 432,
        "total_correct": 78,
        "total_train": 28,
        "infer_ms": 892.300936,
        "train_ms": 1928.329035,
        "blocked_train": 1928329035,
        "duration": 3783387064,
        "avg_accuracy": 18.75,
        "soft_acc": 24.996075,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 114.18340040082137,
        "availability": 31.63481013724221,
        "score": 9.029007704461169,
        "zero_downtime": 7.907460868012666,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 34052512,
        "heap_mib": 32.475006103515625,
        "mobile_score": 899.8765119963002,
        "mobile_throughput": 11380.09440725137,
        "mobile_availability": 3152.884960979839,
        "mobile_accuracy": 2491.235085942401,
        "soft_acc_blocks": [
          24.996075
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.606798241143428,
        "mobile_acc_per_sec": 658.4668826637403
      },
      "started": "2026-08-18T09:09:28.597291291+10:00",
      "ended": "2026-08-18T09:09:32.397436355+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|TweenSplitHeadProxyAsync|tricameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 248,
        "total_correct": 62,
        "total_train": 17,
        "infer_ms": 1100.400305,
        "train_ms": 1968.549135,
        "blocked_train": 1968549135,
        "duration": 3513766891,
        "avg_accuracy": 50,
        "soft_acc": 25.001994,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 70.57952553290195,
        "availability": 35.855928111999134,
        "score": 6.32724060467895,
        "zero_downtime": 8.964696995206337,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 31109104,
        "heap_mib": 29.667953491210938,
        "mobile_score": 420.3898520017637,
        "mobile_throughput": 4689.392761702458,
        "mobile_availability": 2382.3131210218985,
        "mobile_accuracy": 1661.1640388128246,
        "soft_acc_blocks": [
          25.001994
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072755323,
        "time_to_acc50_sec": 0.072755323,
        "acc_per_sec": 7.115439007647022,
        "mobile_acc_per_sec": 472.75874875696894
      },
      "started": "2026-08-18T09:09:37.583910471+10:00",
      "ended": "2026-08-18T09:09:41.126559982+10:00"
    },
    {
      "cell": {
        "id": "int6|none|TweenSplitHeadProxyAsync|tricameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 224,
        "total_correct": 71,
        "total_train": 16,
        "infer_ms": 1035.631224,
        "train_ms": 1986.806925,
        "blocked_train": 1986806925,
        "duration": 3625543885,
        "avg_accuracy": 50,
        "soft_acc": 25.001276,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 61.78383357232483,
        "availability": 34.26476152514974,
        "score": 5.292790938925201,
        "zero_downtime": 8.566627599644494,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 48637560,
        "heap_mib": 46.38439178466797,
        "mobile_score": 351.65971052936453,
        "mobile_throughput": 4104.9958859418375,
        "mobile_availability": 2276.594004625232,
        "mobile_accuracy": 1661.116333986567,
        "soft_acc_blocks": [
          25.001276
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.145466115,
        "time_to_acc50_sec": 0.145466115,
        "acc_per_sec": 6.89586908696321,
        "mobile_acc_per_sec": 458.1702460861447
      },
      "started": "2026-08-18T09:09:46.053938652+10:00",
      "ended": "2026-08-18T09:09:49.686769195+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|TweenSplitHeadProxyAsync|tricameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 232,
        "total_correct": 67,
        "total_train": 18,
        "infer_ms": 1034.72659,
        "train_ms": 1970.119604,
        "blocked_train": 1970119604,
        "duration": 3493445775,
        "avg_accuracy": 12.5,
        "soft_acc": 25.000153,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 66.41007616613142,
        "availability": 34.43525968371079,
        "score": 5.717155534767112,
        "zero_downtime": 8.608867606875014,
        "weight_bytes": 15806,
        "weight_mib": 0.015073776245117188,
        "heap_bytes": 29202032,
        "heap_mib": 27.849227905273438,
        "mobile_score": 379.27825395571045,
        "mobile_throughput": 4405.669494241264,
        "mobile_availability": 2284.4481119895436,
        "mobile_accuracy": 1658.5195768776414,
        "soft_acc_blocks": [
          25.000153
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.156302003857495,
        "mobile_acc_per_sec": 474.7517733770009
      },
      "started": "2026-08-18T09:09:54.873228941+10:00",
      "ended": "2026-08-18T09:09:58.41701361+10:00"
    },
    {
      "cell": {
        "id": "int5|none|TweenSplitHeadProxyAsync|tricameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 256,
        "total_correct": 93,
        "total_train": 18,
        "infer_ms": 989.014354,
        "train_ms": 1971.594919,
        "blocked_train": 1971594919,
        "duration": 3550118048,
        "avg_accuracy": 25,
        "soft_acc": 24.998415,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 72.11027817630475,
        "availability": 33.405771001920385,
        "score": 6.021866788544852,
        "zero_downtime": 8.350913269009716,
        "weight_bytes": 13152,
        "weight_mib": 0.012542724609375,
        "heap_bytes": 30243072,
        "heap_mib": 28.842041015625,
        "mobile_score": 480.10834775434967,
        "mobile_throughput": 5749.17176467434,
        "mobile_availability": 2663.358404357487,
        "mobile_accuracy": 1993.0609798540147,
        "soft_acc_blocks": [
          24.998415
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.074757404,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.041572889127771,
        "mobile_acc_per_sec": 561.4069596859824
      },
      "started": "2026-08-18T09:10:03.411208657+10:00",
      "ended": "2026-08-18T09:10:06.969182059+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|TweenSplitHeadProxyAsync|tricameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 264,
        "total_correct": 51,
        "total_train": 19,
        "infer_ms": 1021.72421,
        "train_ms": 2019.364701,
        "blocked_train": 2019364701,
        "duration": 3690040526,
        "avg_accuracy": 25,
        "soft_acc": 25.00137,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 71.54392970479805,
        "availability": 33.59731464293252,
        "score": 6.009539097406506,
        "zero_downtime": 8.399788943943738,
        "weight_bytes": 13176,
        "weight_mib": 0.01256561279296875,
        "heap_bytes": 31307544,
        "heap_mib": 29.857200622558594,
        "mobile_score": 478.25276780526144,
        "mobile_throughput": 5693.6283875332665,
        "mobile_availability": 2673.750591911628,
        "mobile_accuracy": 1989.6657975956284,
        "soft_acc_blocks": [
          25.00137
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072443292,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.775364612892602,
        "mobile_acc_per_sec": 539.1989013606917
      },
      "started": "2026-08-18T09:10:12.184361877+10:00",
      "ended": "2026-08-18T09:10:15.880892291+10:00"
    },
    {
      "cell": {
        "id": "int3|none|TweenSplitHeadProxyAsync|tricameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 110,
        "total_train": 21,
        "infer_ms": 1028.042168,
        "train_ms": 2036.336244,
        "blocked_train": 2036336244,
        "duration": 3613778074,
        "avg_accuracy": 18.75,
        "soft_acc": 25.000531,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 90.76373625703724,
        "availability": 33.54814679460677,
        "score": 7.612549556063481,
        "zero_downtime": 8.387214839311172,
        "weight_bytes": 7891,
        "weight_mib": 0.007525444030761719,
        "heap_bytes": 32136232,
        "heap_mib": 30.647499084472656,
        "mobile_score": 1011.5748020908403,
        "mobile_throughput": 12060.914397346227,
        "mobile_availability": 4457.962434837358,
        "mobile_accuracy": 3322.1336704924597,
        "soft_acc_blocks": [
          25.000531
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.918114640152083,
        "mobile_acc_per_sec": 919.2965374365874
      },
      "started": "2026-08-18T09:10:20.848273054+10:00",
      "ended": "2026-08-18T09:10:24.467784818+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|TweenSplitHeadProxyAsync|tricameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 336,
        "total_correct": 17,
        "total_train": 23,
        "infer_ms": 1056.458237,
        "train_ms": 2005.760086,
        "blocked_train": 2005760086,
        "duration": 3565876990,
        "avg_accuracy": 0,
        "soft_acc": 24.9967265,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 94.22646965732825,
        "availability": 34.499768650231545,
        "score": 8.125914363198648,
        "zero_downtime": 8.62381281263112,
        "weight_bytes": 7915,
        "weight_mib": 0.007548332214355469,
        "heap_bytes": 28138712,
        "heap_mib": 26.835166931152344,
        "mobile_score": 1076.5178495647992,
        "mobile_throughput": 12483.08460485188,
        "mobile_availability": 4570.515402676588,
        "mobile_accuracy": 3311.5562206524323,
        "soft_acc_blocks": [
          24.9967265
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 7.009980032990426,
        "mobile_acc_per_sec": 928.6793206661995
      },
      "started": "2026-08-18T09:10:29.705264872+10:00",
      "ended": "2026-08-18T09:10:33.329159861+10:00"
    },
    {
      "cell": {
        "id": "float64|none|TweenSplitSparse|cnn|simd",
        "dtype": 0,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5400,
        "total_correct": 4490,
        "total_train": 231,
        "infer_ms": 1030.798786,
        "train_ms": 1705.876873,
        "blocked_train": 1705876873,
        "duration": 3934031989,
        "avg_accuracy": 29.166666666666668,
        "soft_acc": 25.431160833333333,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1372.6375421193861,
        "availability": 37.666092531281585,
        "score": 131.4839147964458,
        "zero_downtime": 9.578924571262375,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 27726784,
        "heap_mib": 26.44232177734375,
        "mobile_score": 56319.802876469745,
        "mobile_throughput": 587955.3853616738,
        "mobile_availability": 16133.889151176927,
        "mobile_accuracy": 10893.18010701525,
        "soft_acc_blocks": [
          25.431160833333333
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.074304384,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.46440112953879,
        "mobile_acc_per_sec": 2768.96073480689
      },
      "started": "2026-08-18T09:10:38.374887142+10:00",
      "ended": "2026-08-18T09:10:42.30928111+10:00"
    },
    {
      "cell": {
        "id": "float32|none|TweenSplitSparse|cnn|simd",
        "dtype": 1,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 9848,
        "total_correct": 8857,
        "total_train": 311,
        "infer_ms": 810.281085,
        "train_ms": 1533.441946,
        "blocked_train": 1533441946,
        "duration": 3796627479,
        "avg_accuracy": 41.56976744186046,
        "soft_acc": 25.372021674418605,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2593.881031118144,
        "availability": 34.57239077666426,
        "score": 227.52783803220768,
        "zero_downtime": 8.771714481219954,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 32366264,
        "heap_mib": 30.86687469482422,
        "mobile_score": 194918.48880102957,
        "mobile_throughput": 2222125.32359946,
        "mobile_availability": 29617.4666920192,
        "mobile_accuracy": 21735.69689483265,
        "soft_acc_blocks": [
          25.372021674418605
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072795792,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.6827788121844875,
        "mobile_acc_per_sec": 5725.001205690492
      },
      "started": "2026-08-18T09:10:47.418934093+10:00",
      "ended": "2026-08-18T09:10:51.21581152+10:00"
    },
    {
      "cell": {
        "id": "float16|none|TweenSplitSparse|cnn|simd",
        "dtype": 2,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6000,
        "total_correct": 5138,
        "total_train": 229,
        "infer_ms": 865.20003,
        "train_ms": 1665.988316,
        "blocked_train": 1665988316,
        "duration": 3726467779,
        "avg_accuracy": 54.60526315789474,
        "soft_acc": 25.63005757894737,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1610.1038183698192,
        "availability": 34.18157449117775,
        "score": 141.05728657335547,
        "zero_downtime": 8.760757223479644,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 30901992,
        "heap_mib": 29.470436096191406,
        "mobile_score": 241681.83876788037,
        "mobile_throughput": 2758686.636357764,
        "mobile_availability": 58565.32459748562,
        "mobile_accuracy": 43913.502052127966,
        "soft_acc_blocks": [
          25.63005757894737
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.092750142,
        "time_to_acc50_sec": 0.092750142,
        "acc_per_sec": 6.8778422621502475,
        "mobile_acc_per_sec": 11784.216222020355
      },
      "started": "2026-08-18T09:10:56.473036503+10:00",
      "ended": "2026-08-18T09:11:00.199824959+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|TweenSplitSparse|cnn|simd",
        "dtype": 3,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7464,
        "total_correct": 6349,
        "total_train": 289,
        "infer_ms": 844.263581,
        "train_ms": 1642.365719,
        "blocked_train": 1642365719,
        "duration": 3733692146,
        "avg_accuracy": 23.571428571428573,
        "soft_acc": 24.981998314285715,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1999.0935803307657,
        "availability": 33.9521287310497,
        "score": 169.56152275183044,
        "zero_downtime": 8.481920227254951,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 26699496,
        "heap_mib": 25.462623596191406,
        "mobile_score": 290519.84196245647,
        "mobile_throughput": 3425165.9315178315,
        "mobile_availability": 58172.20152988426,
        "mobile_accuracy": 42803.14356928179,
        "soft_acc_blocks": [
          24.981998314285715
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.690963619228642,
        "mobile_acc_per_sec": 11464.025928098517
      },
      "started": "2026-08-18T09:11:05.223825347+10:00",
      "ended": "2026-08-18T09:11:08.957878326+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|TweenSplitSparse|cnn|simd",
        "dtype": 4,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5992,
        "total_correct": 2910,
        "total_train": 249,
        "infer_ms": 847.048445,
        "train_ms": 1649.688098,
        "blocked_train": 1649688098,
        "duration": 3680522423,
        "avg_accuracy": 39,
        "soft_acc": 25.31838132,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1628.0297499494407,
        "availability": 33.92622450994422,
        "score": 139.84076946440223,
        "zero_downtime": 8.58957088890698,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 46398160,
        "heap_mib": 44.24873352050781,
        "mobile_score": 479195.0153003432,
        "mobile_throughput": 5578800.402231976,
        "mobile_availability": 116255.63657431134,
        "mobile_accuracy": 86758.97716013176,
        "soft_acc_blocks": [
          25.31838132
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.143702264,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.879018359399899,
        "mobile_acc_per_sec": 23572.46259877813
      },
      "started": "2026-08-18T09:11:14.042889003+10:00",
      "ended": "2026-08-18T09:11:17.72376226+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|TweenSplitSparse|cnn|simd",
        "dtype": 5,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6480,
        "total_correct": 2921,
        "total_train": 257,
        "infer_ms": 847.882013,
        "train_ms": 1679.858629,
        "blocked_train": 1679858629,
        "duration": 3885526226,
        "avg_accuracy": 37.5,
        "soft_acc": 24.96700432142857,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1667.7277730463065,
        "availability": 33.543077913608194,
        "score": 139.6672263646561,
        "zero_downtime": 8.37470171223071,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 37425728,
        "heap_mib": 35.69195556640625,
        "mobile_score": 478600.33187106415,
        "mobile_throughput": 5714834.370424196,
        "mobile_availability": 114942.70087039094,
        "mobile_accuracy": 85554.90693904014,
        "soft_acc_blocks": [
          24.96700432142857
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072877042,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.4256429809588855,
        "mobile_acc_per_sec": 22018.872596084784
      },
      "started": "2026-08-18T09:11:22.803443362+10:00",
      "ended": "2026-08-18T09:11:26.689226254+10:00"
    },
    {
      "cell": {
        "id": "int64|none|TweenSplitSparse|cnn|simd",
        "dtype": 6,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4576,
        "total_correct": 4020,
        "total_train": 263,
        "infer_ms": 785.762123,
        "train_ms": 1735.884873,
        "blocked_train": 1735884873,
        "duration": 3700229381,
        "avg_accuracy": 56.666666666666664,
        "soft_acc": 25.579581066666666,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1236.6800889417618,
        "availability": 31.160670952216027,
        "score": 98.57291423617737,
        "zero_downtime": 7.970769087139351,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 31110528,
        "heap_mib": 29.6693115234375,
        "mobile_score": 42222.70919857595,
        "mobile_throughput": 529719.3876397863,
        "mobile_availability": 13347.357722381892,
        "mobile_accuracy": 10956.754410359912,
        "soft_acc_blocks": [
          25.579581066666666
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.092259986,
        "time_to_acc50_sec": 0.092259986,
        "acc_per_sec": 6.912971719540721,
        "mobile_acc_per_sec": 2961.1014026916387
      },
      "started": "2026-08-18T09:11:31.980858494+10:00",
      "ended": "2026-08-18T09:11:35.681405582+10:00"
    },
    {
      "cell": {
        "id": "int32|none|TweenSplitSparse|cnn|simd",
        "dtype": 7,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4600,
        "total_correct": 3657,
        "total_train": 231,
        "infer_ms": 792.139657,
        "train_ms": 1683.131662,
        "blocked_train": 1683131662,
        "duration": 3638309201,
        "avg_accuracy": 14.705882352941176,
        "soft_acc": 24.675228470588234,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1264.3235486240906,
        "availability": 32.00213451024922,
        "score": 99.83857088620546,
        "zero_downtime": 7.896599805868958,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 52675432,
        "heap_mib": 50.235206604003906,
        "mobile_score": 85529.68080520733,
        "mobile_throughput": 1083120.3670931817,
        "mobile_availability": 27415.58022566919,
        "mobile_accuracy": 21138.768275143404,
        "soft_acc_blocks": [
          24.675228470588234
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.782059222400936,
        "mobile_acc_per_sec": 5810.0527215590555
      },
      "started": "2026-08-18T09:11:40.832325608+10:00",
      "ended": "2026-08-18T09:11:44.471425485+10:00"
    },
    {
      "cell": {
        "id": "int16|none|TweenSplitSparse|cnn|simd",
        "dtype": 8,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5136,
        "total_correct": 3927,
        "total_train": 254,
        "infer_ms": 902.358697,
        "train_ms": 1671.452074,
        "blocked_train": 1671452074,
        "duration": 3725196435,
        "avg_accuracy": 38.75,
        "soft_acc": 25.265407,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1378.7192406136833,
        "availability": 35.05924783465754,
        "score": 122.12504296600241,
        "zero_downtime": 8.857861656564914,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 31318744,
        "heap_mib": 29.867881774902344,
        "mobile_score": 209244.09975999827,
        "mobile_throughput": 2362241.677198911,
        "mobile_availability": 60069.09453835599,
        "mobile_accuracy": 43288.72452684967,
        "soft_acc_blocks": [
          25.265407
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073943708,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.782301937857406,
        "mobile_acc_per_sec": 11620.521301945699
      },
      "started": "2026-08-18T09:11:49.720630439+10:00",
      "ended": "2026-08-18T09:11:53.446147342+10:00"
    },
    {
      "cell": {
        "id": "int8|none|TweenSplitSparse|cnn|simd",
        "dtype": 9,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8016,
        "total_correct": 7032,
        "total_train": 297,
        "infer_ms": 796.32452,
        "train_ms": 1604.095973,
        "blocked_train": 1604095973,
        "duration": 3664145681,
        "avg_accuracy": 49.63235294117647,
        "soft_acc": 25.417040294117644,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2187.685943156145,
        "availability": 33.17437600296308,
        "score": 184.4644649111529,
        "zero_downtime": 8.43194451599522,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 27826440,
        "heap_mib": 26.53736114501953,
        "mobile_score": 632107.8782963302,
        "mobile_throughput": 7496584.887355876,
        "mobile_availability": 113679.26304471573,
        "mobile_accuracy": 87097.05373674739,
        "soft_acc_blocks": [
          25.417040294117644
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072035481,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.936689342324663,
        "mobile_acc_per_sec": 23770.084849076557
      },
      "started": "2026-08-18T09:11:59.031698014+10:00",
      "ended": "2026-08-18T09:12:02.711898153+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|TweenSplitSparse|cnn|simd",
        "dtype": 10,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5992,
        "total_correct": 5029,
        "total_train": 274,
        "infer_ms": 866.923067,
        "train_ms": 1669.504888,
        "blocked_train": 1669504888,
        "duration": 3660859541,
        "avg_accuracy": 29.62962962962963,
        "soft_acc": 25.325164925925925,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1636.7740780251913,
        "availability": 34.17889576918813,
        "score": 141.67690091843383,
        "zero_downtime": 8.655861723407213,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 27761872,
        "heap_mib": 26.475784301757812,
        "mobile_score": 60488.19139146892,
        "mobile_throughput": 698811.895618625,
        "mobile_availability": 14592.4958510066,
        "mobile_accuracy": 10812.443052674145,
        "soft_acc_blocks": [
          25.325164925925925
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071949179,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.91781933786187,
        "mobile_acc_per_sec": 2953.525785837886
      },
      "started": "2026-08-18T09:12:07.802222221+10:00",
      "ended": "2026-08-18T09:12:11.463461084+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|TweenSplitSparse|cnn|simd",
        "dtype": 11,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5504,
        "total_correct": 4634,
        "total_train": 246,
        "infer_ms": 751.601022,
        "train_ms": 1715.368995,
        "blocked_train": 1715368995,
        "duration": 3780060535,
        "avg_accuracy": 36.05769230769231,
        "soft_acc": 24.89541246153846,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1456.0613379171716,
        "availability": 30.466564928664877,
        "score": 110.4390054912226,
        "zero_downtime": 7.584777001853541,
        "weight_bytes": 1232,
        "weight_mib": 0.0011749267578125,
        "heap_bytes": 26721848,
        "heap_mib": 25.48394012451172,
        "mobile_score": 93996.50212821772,
        "mobile_throughput": 1239278.3875550618,
        "mobile_availability": 25930.607781363393,
        "mobile_accuracy": 21188.905858173825,
        "soft_acc_blocks": [
          24.89541246153846
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072779334,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.585982481240465,
        "mobile_acc_per_sec": 5605.44088169578
      },
      "started": "2026-08-18T09:12:16.485599406+10:00",
      "ended": "2026-08-18T09:12:20.266066243+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|TweenSplitSparse|cnn|simd",
        "dtype": 12,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5672,
        "total_correct": 4615,
        "total_train": 234,
        "infer_ms": 815.227051,
        "train_ms": 1693.053108,
        "blocked_train": 1693053108,
        "duration": 3732550337,
        "avg_accuracy": 34.05172413793103,
        "soft_acc": 25.309526655172412,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1519.6044226851104,
        "availability": 32.50143521946186,
        "score": 125.00204300542737,
        "zero_downtime": 8.225959410183295,
        "weight_bytes": 620,
        "weight_mib": 0.000591278076171875,
        "heap_bytes": 35755440,
        "heap_mib": 34.09904479980469,
        "mobile_score": 211409.90684912744,
        "mobile_throughput": 2570033.4308410683,
        "mobile_availability": 54968.10473658458,
        "mobile_accuracy": 42804.77777737753,
        "soft_acc_blocks": [
          25.309526655172412
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071627773,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.780759633509642,
        "mobile_acc_per_sec": 11467.970666882267
      },
      "started": "2026-08-18T09:12:25.498744351+10:00",
      "ended": "2026-08-18T09:12:29.231565625+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|TweenSplitSparse|cnn|simd",
        "dtype": 13,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8120,
        "total_correct": 6532,
        "total_train": 294,
        "infer_ms": 854.737921,
        "train_ms": 1600.683064,
        "blocked_train": 1600683064,
        "duration": 3884883685,
        "avg_accuracy": 28.214285714285715,
        "soft_acc": 24.976143914285714,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2090.152668238766,
        "availability": 34.810239312180514,
        "score": 181.72321263781114,
        "zero_downtime": 8.694255467517467,
        "weight_bytes": 314,
        "weight_mib": 0.0002994537353515625,
        "heap_bytes": 28210112,
        "heap_mib": 26.90325927734375,
        "mobile_score": 606849.0427226288,
        "mobile_throughput": 6979885.10908004,
        "mobile_availability": 116245.80094588852,
        "mobile_accuracy": 83405.68497154795,
        "soft_acc_blocks": [
          24.976143914285714
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072261366,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.4290583552659735,
        "mobile_acc_per_sec": 21469.287560291
      },
      "started": "2026-08-18T09:12:34.48585178+10:00",
      "ended": "2026-08-18T09:12:38.371159631+10:00"
    },
    {
      "cell": {
        "id": "int4|none|TweenSplitSparse|cnn|simd",
        "dtype": 14,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8744,
        "total_correct": 1690,
        "total_train": 275,
        "infer_ms": 904.489498,
        "train_ms": 1551.633751,
        "blocked_train": 1551633751,
        "duration": 3985444443,
        "avg_accuracy": 18.40277777777778,
        "soft_acc": 25.071167972222224,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2193.9836635680335,
        "availability": 36.82590026246683,
        "score": 202.56356357614072,
        "zero_downtime": 9.232683312086085,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 28199504,
        "heap_mib": 26.893142700195312,
        "mobile_score": 1388256.8054929108,
        "mobile_throughput": 15036330.8105197,
        "mobile_availability": 252384.02087330993,
        "mobile_accuracy": 171823.69299111693,
        "soft_acc_blocks": [
          25.071167972222224
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.290683092134682,
        "mobile_acc_per_sec": 43112.805973975264
      },
      "started": "2026-08-18T09:12:43.34430672+10:00",
      "ended": "2026-08-18T09:12:47.37338142+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|TweenSplitSparse|cnn|simd",
        "dtype": 15,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5128,
        "total_correct": 1932,
        "total_train": 256,
        "infer_ms": 849.379706,
        "train_ms": 1720.424364,
        "blocked_train": 1720424364,
        "duration": 3864100017,
        "avg_accuracy": 45.3125,
        "soft_acc": 25.269977458333333,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1327.0878024480492,
        "availability": 33.05231382873481,
        "score": 110.8425171449274,
        "zero_downtime": 8.352312253978878,
        "weight_bytes": 161,
        "weight_mib": 0.00015354156494140625,
        "heap_bytes": 28198920,
        "heap_mib": 26.89258575439453,
        "mobile_score": 721905.6102966422,
        "mobile_throughput": 8643182.730060656,
        "mobile_availability": 215266.2299706797,
        "mobile_accuracy": 164580.6949276356,
        "soft_acc_blocks": [
          25.269977458333333
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071379909,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.53967996355135,
        "mobile_acc_per_sec": 42592.2450773964
      },
      "started": "2026-08-18T09:12:52.592352363+10:00",
      "ended": "2026-08-18T09:12:56.456880244+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|TweenSplitSparse|cnn|simd",
        "dtype": 16,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7328,
        "total_correct": 1812,
        "total_train": 265,
        "infer_ms": 859.37071,
        "train_ms": 1680.234628,
        "blocked_train": 1680234628,
        "duration": 3730690917,
        "avg_accuracy": 25.735294117647058,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1964.2474177123047,
        "availability": 33.838750342081696,
        "score": 166.16919494511333,
        "zero_downtime": 8.459687585520424,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 28191344,
        "heap_mib": 26.885360717773438,
        "mobile_score": 1138830.2598612232,
        "mobile_throughput": 13461847.714216324,
        "mobile_availability": 231911.77437057946,
        "mobile_accuracy": 171335.9477124183,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072723084,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.701171594269598,
        "mobile_acc_per_sec": 45926.063435508746
      },
      "started": "2026-08-18T09:13:01.803890296+10:00",
      "ended": "2026-08-18T09:13:05.534992411+10:00"
    },
    {
      "cell": {
        "id": "int2|none|TweenSplitSparse|cnn|simd",
        "dtype": 17,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6728,
        "total_correct": 1996,
        "total_train": 257,
        "infer_ms": 849.407662,
        "train_ms": 1565.784984,
        "blocked_train": 1565784984,
        "duration": 3672109639,
        "avg_accuracy": 27.651515151515152,
        "soft_acc": 25.017368363636365,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1832.1893029948283,
        "availability": 35.169354436664676,
        "score": 161.20420385734562,
        "zero_downtime": 8.798446950533291,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 26734232,
        "heap_mib": 25.495750427246094,
        "mobile_score": 2195257.912518442,
        "mobile_throughput": 24950515.981520846,
        "mobile_availability": 478931.70126987144,
        "mobile_accuracy": 340683.27336712164,
        "soft_acc_blocks": [
          25.017368363636365
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.074481728,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.812805396096281,
        "mobile_acc_per_sec": 92775.89910411759
      },
      "started": "2026-08-18T09:13:10.51884397+10:00",
      "ended": "2026-08-18T09:13:14.191347046+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|TweenSplitSparse|cnn|simd",
        "dtype": 18,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5176,
        "total_correct": 1999,
        "total_train": 262,
        "infer_ms": 828.612914,
        "train_ms": 1682.865674,
        "blocked_train": 1682865674,
        "duration": 3727527539,
        "avg_accuracy": 45.3125,
        "soft_acc": 25.315858875,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1388.5879972300856,
        "availability": 32.99303119521559,
        "score": 115.98138500523483,
        "zero_downtime": 8.352469215965506,
        "weight_bytes": 85,
        "weight_mib": 0.00008106231689453125,
        "heap_bytes": 46402792,
        "heap_mib": 44.253150939941406,
        "mobile_score": 1430768.1972146954,
        "mobile_throughput": 17129882.915100403,
        "mobile_availability": 407008.24327711045,
        "mobile_accuracy": 312301.20042014116,
        "soft_acc_blocks": [
          25.315858875
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.120820263,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.791595396714787,
        "mobile_acc_per_sec": 83782.39923183064
      },
      "started": "2026-08-18T09:13:19.353404264+10:00",
      "ended": "2026-08-18T09:13:23.096471678+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|TweenSplitSparse|cnn|simd",
        "dtype": 19,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7952,
        "total_correct": 2199,
        "total_train": 286,
        "infer_ms": 801.96407,
        "train_ms": 1578.038395,
        "blocked_train": 1578038395,
        "duration": 3757687032,
        "avg_accuracy": 34.294871794871796,
        "soft_acc": 25.024259692307695,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2116.1953968709336,
        "availability": 33.695934428370435,
        "score": 178.4409423542967,
        "zero_downtime": 8.432158137105134,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 31163040,
        "heap_mib": 29.719390869140625,
        "mobile_score": 2429985.578832455,
        "mobile_throughput": 28818074.08401735,
        "mobile_availability": 458866.8589501683,
        "mobile_accuracy": 340777.11858599004,
        "soft_acc_blocks": [
          25.024259692307695
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073240011,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.6594848052017594,
        "mobile_acc_per_sec": 90687.99920908104
      },
      "started": "2026-08-18T09:13:28.155466946+10:00",
      "ended": "2026-08-18T09:13:31.913687624+10:00"
    },
    {
      "cell": {
        "id": "binary|none|TweenSplitSparse|cnn|simd",
        "dtype": 20,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7888,
        "total_correct": 1791,
        "total_train": 249,
        "infer_ms": 804.493139,
        "train_ms": 1540.853715,
        "blocked_train": 1540853715,
        "duration": 3689755297,
        "avg_accuracy": 21.323529411764707,
        "soft_acc": 24.914655500000002,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2137.811146016494,
        "availability": 34.30167003349348,
        "score": 182.7003958895294,
        "zero_downtime": 8.546142919591636,
        "weight_bytes": 39,
        "weight_mib": 0.00003719329833984375,
        "heap_bytes": 28272224,
        "heap_mib": 26.962493896484375,
        "mobile_score": 4912185.905647672,
        "mobile_throughput": 57478396.4165485,
        "mobile_availability": 922254.0501805246,
        "mobile_accuracy": 669869.4821940514,
        "soft_acc_blocks": [
          24.914655500000002
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.7523869456213435,
        "mobile_acc_per_sec": 181548.48445876528
      },
      "started": "2026-08-18T09:13:37.083836658+10:00",
      "ended": "2026-08-18T09:13:40.774290235+10:00"
    },
    {
      "cell": {
        "id": "int|none|TweenSplitSparse|cnn|simd",
        "dtype": 21,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4328,
        "total_correct": 3673,
        "total_train": 248,
        "infer_ms": 851.999485,
        "train_ms": 1723.53254,
        "blocked_train": 1723532540,
        "duration": 3651312170,
        "avg_accuracy": 29.41176470588235,
        "soft_acc": 25.217270588235294,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1185.327301116519,
        "availability": 33.0805238191515,
        "score": 98.88006513742167,
        "zero_downtime": 8.342005203481062,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 28471592,
        "heap_mib": 27.152626037597656,
        "mobile_score": 42354.27417546449,
        "mobile_throughput": 507722.94121550454,
        "mobile_availability": 14169.707248443874,
        "mobile_accuracy": 10801.562387389466,
        "soft_acc_blocks": [
          25.217270588235294
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073474541,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.90635843065571,
        "mobile_acc_per_sec": 2958.2686673951152
      },
      "started": "2026-08-18T09:13:45.924997004+10:00",
      "ended": "2026-08-18T09:13:49.576639799+10:00"
    },
    {
      "cell": {
        "id": "uint|none|TweenSplitSparse|cnn|simd",
        "dtype": 22,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4848,
        "total_correct": 4005,
        "total_train": 250,
        "infer_ms": 828.518803,
        "train_ms": 1671.73521,
        "blocked_train": 1671735210,
        "duration": 3645802542,
        "avg_accuracy": 77.63157894736842,
        "soft_acc": 25.787968736842107,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1329.7483734103996,
        "availability": 33.13738518935036,
        "score": 113.6330958408551,
        "zero_downtime": 8.545458532836617,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 47060200,
        "heap_mib": 44.880104064941406,
        "mobile_score": 48515.03953763049,
        "mobile_throughput": 567728.9211714915,
        "mobile_availability": 14147.828506640164,
        "mobile_accuracy": 11010.034652362765,
        "soft_acc_blocks": [
          25.787968736842107
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.130652958,
        "time_to_acc50_sec": 0.130652958,
        "acc_per_sec": 7.073331163649758,
        "mobile_acc_per_sec": 3019.9207240452806
      },
      "started": "2026-08-18T09:13:54.716946634+10:00",
      "ended": "2026-08-18T09:13:58.363297041+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|TweenSplitSparse|cnn|simd",
        "dtype": 23,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5288,
        "total_correct": 4254,
        "total_train": 262,
        "infer_ms": 838.147375,
        "train_ms": 1695.946863,
        "blocked_train": 1695946863,
        "duration": 3803372811,
        "avg_accuracy": 47.72727272727273,
        "soft_acc": 25.289406454545453,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1390.3449024787174,
        "availability": 33.074830542272835,
        "score": 116.29440290746714,
        "zero_downtime": 8.364428329987518,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 31176608,
        "heap_mib": 29.732330322265625,
        "mobile_score": 49651.27028627861,
        "mobile_throughput": 593600.2835755389,
        "mobile_availability": 14121.121136276173,
        "mobile_accuracy": 10797.176165505478,
        "soft_acc_blocks": [
          25.289406454545453
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.074049958,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.6492052478800385,
        "mobile_acc_per_sec": 2838.842443811506
      },
      "started": "2026-08-18T09:14:03.522793697+10:00",
      "ended": "2026-08-18T09:14:07.326456873+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|TweenSplitSparse|cnn|simd",
        "dtype": 24,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4368,
        "total_correct": 3695,
        "total_train": 257,
        "infer_ms": 803.853819,
        "train_ms": 1748.128084,
        "blocked_train": 1748128084,
        "duration": 3937467486,
        "avg_accuracy": 42.26190476190476,
        "soft_acc": 25.539214904761906,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1109.3424937553884,
        "availability": 31.499197469034723,
        "score": 89.2426957960884,
        "zero_downtime": 8.0446477348921,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 32395568,
        "heap_mib": 30.894821166992188,
        "mobile_score": 38226.20465158464,
        "mobile_throughput": 475175.6187630924,
        "mobile_availability": 13492.36212634418,
        "mobile_accuracy": 10939.46397384625,
        "soft_acc_blocks": [
          25.539214904761906
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.08075021,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.486203377061208,
        "mobile_acc_per_sec": 2778.2995066606754
      },
      "started": "2026-08-18T09:14:12.434878231+10:00",
      "ended": "2026-08-18T09:14:16.372612852+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|TweenSplitSparse|cnn|simd",
        "dtype": 25,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4184,
        "total_correct": 3523,
        "total_train": 252,
        "infer_ms": 776.267714,
        "train_ms": 1730.904249,
        "blocked_train": 1730904249,
        "duration": 3699100655,
        "avg_accuracy": 23.026315789473685,
        "soft_acc": 24.85287063157895,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1131.0857395417372,
        "availability": 30.961885560938686,
        "score": 87.03611296872117,
        "zero_downtime": 7.6949173635576145,
        "weight_bytes": 4896,
        "weight_mib": 0.004669189453125,
        "heap_bytes": 28430368,
        "heap_mib": 27.113311767578125,
        "mobile_score": 18640.51862587618,
        "mobile_throughput": 242244.55891048134,
        "mobile_availability": 6631.105006933587,
        "mobile_accuracy": 5322.737678794634,
        "soft_acc_blocks": [
          24.85287063157895
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.71862513337825,
        "mobile_acc_per_sec": 1438.927505689794
      },
      "started": "2026-08-18T09:14:21.410770291+10:00",
      "ended": "2026-08-18T09:14:25.12840686+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|TweenSplitSparse|cnn|simd",
        "dtype": 26,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3184,
        "total_correct": 529,
        "total_train": 212,
        "infer_ms": 646.810579,
        "train_ms": 1838.230628,
        "blocked_train": 1838230628,
        "duration": 3838056572,
        "avg_accuracy": 0,
        "soft_acc": 24.46204075,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 829.5865212692336,
        "availability": 26.028163121723235,
        "score": 52.819938642349726,
        "zero_downtime": 6.36701986931241,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 28235224,
        "heap_mib": 26.927207946777344,
        "mobile_score": 361998.169815951,
        "mobile_throughput": 5685519.713244496,
        "mobile_availability": 178382.39982695467,
        "mobile_accuracy": 167649.07739524182,
        "soft_acc_blocks": [
          24.46204075
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.373548771651612,
        "mobile_acc_per_sec": 43680.720763289944
      },
      "started": "2026-08-18T09:14:30.405048111+10:00",
      "ended": "2026-08-18T09:14:34.24350161+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|TweenSplitSparse|cnn|simd",
        "dtype": 27,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2648,
        "total_correct": 2005,
        "total_train": 174,
        "infer_ms": 818.185467,
        "train_ms": 1845.395931,
        "blocked_train": 1845395931,
        "duration": 3802670837,
        "avg_accuracy": 3.409090909090909,
        "soft_acc": 24.20047763636364,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 696.3526725045332,
        "availability": 30.717494408631545,
        "score": 51.76532823848649,
        "zero_downtime": 7.4337803648121294,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 27830512,
        "heap_mib": 26.541244506835938,
        "mobile_score": 235999.481839127,
        "mobile_throughput": 3174689.999670058,
        "mobile_availability": 140041.8583348923,
        "mobile_accuracy": 110330.60886098974,
        "soft_acc_blocks": [
          24.20047763636364
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.364073745456197,
        "mobile_acc_per_sec": 29013.9782248499
      },
      "started": "2026-08-18T09:14:39.582272315+10:00",
      "ended": "2026-08-18T09:14:43.385415548+10:00"
    },
    {
      "cell": {
        "id": "int6|none|TweenSplitSparse|cnn|simd",
        "dtype": 28,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2384,
        "total_correct": 1764,
        "total_train": 151,
        "infer_ms": 717.364095,
        "train_ms": 1849.972187,
        "blocked_train": 1849972187,
        "duration": 3758865582,
        "avg_accuracy": 43.75,
        "soft_acc": 25.362691833333333,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 634.2339059465735,
        "availability": 27.941960701819742,
        "score": 44.94710018557097,
        "zero_downtime": 7.0868333849936445,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 27821256,
        "heap_mib": 26.53241729736328,
        "mobile_score": 204915.00227906636,
        "mobile_throughput": 2891488.9224427575,
        "mobile_availability": 127388.12776031016,
        "mobile_accuracy": 115629.17370360579,
        "soft_acc_blocks": [
          25.362691833333333
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.070662358,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.747432511230814,
        "mobile_acc_per_sec": 30761.720838679834
      },
      "started": "2026-08-18T09:14:48.609096036+10:00",
      "ended": "2026-08-18T09:14:52.368364013+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|TweenSplitSparse|cnn|simd",
        "dtype": 29,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2824,
        "total_correct": 2170,
        "total_train": 183,
        "infer_ms": 770.63537,
        "train_ms": 1798.063332,
        "blocked_train": 1798063332,
        "duration": 3656892744,
        "avg_accuracy": 35.416666666666664,
        "soft_acc": 25.157636166666666,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 772.2403137563829,
        "availability": 30.001002819053088,
        "score": 58.28517079101473,
        "zero_downtime": 7.5475431355687865,
        "weight_bytes": 238,
        "weight_mib": 0.0002269744873046875,
        "heap_bytes": 34305976,
        "heap_mib": 32.71672821044922,
        "mobile_score": 256791.7279300801,
        "mobile_throughput": 3402322.097636189,
        "mobile_availability": 132177.86357979584,
        "mobile_accuracy": 110839.04832394398,
        "soft_acc_blocks": [
          25.157636166666666
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.085968589,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.879511631273227,
        "mobile_acc_per_sec": 30309.62516081494
      },
      "started": "2026-08-18T09:14:57.55994746+10:00",
      "ended": "2026-08-18T09:15:01.217209734+10:00"
    },
    {
      "cell": {
        "id": "int5|none|TweenSplitSparse|cnn|simd",
        "dtype": 30,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2920,
        "total_correct": 1209,
        "total_train": 184,
        "infer_ms": 805.871316,
        "train_ms": 1753.347561,
        "blocked_train": 1753347561,
        "duration": 3753161841,
        "avg_accuracy": 3.8461538461538463,
        "soft_acc": 24.62516907692308,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 778.0106810480598,
        "availability": 31.488956385968383,
        "score": 60.32857231045684,
        "zero_downtime": 7.754208750603282,
        "weight_bytes": 192,
        "weight_mib": 0.00018310546875,
        "heap_bytes": 50008944,
        "heap_mib": 47.69224548339844,
        "mobile_score": 329474.4429115083,
        "mobile_throughput": 4248975.666097137,
        "mobile_availability": 171971.68714256867,
        "mobile_accuracy": 134486.25671876923,
        "soft_acc_blocks": [
          24.62516907692308
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.561179645363201,
        "mobile_acc_per_sec": 35832.78910321023
      },
      "started": "2026-08-18T09:15:06.758884508+10:00",
      "ended": "2026-08-18T09:15:10.52509102+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|TweenSplitSparse|cnn|simd",
        "dtype": 31,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3160,
        "total_correct": 1793,
        "total_train": 187,
        "infer_ms": 864.54359,
        "train_ms": 1775.688367,
        "blocked_train": 1775688367,
        "duration": 3673533610,
        "avg_accuracy": 31.73076923076923,
        "soft_acc": 25.103428384615384,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 860.2071834589804,
        "availability": 32.74498620122565,
        "score": 70.7100124978111,
        "zero_downtime": 8.22011416057687,
        "weight_bytes": 200,
        "weight_mib": 0.00019073486328125,
        "heap_bytes": 28413520,
        "heap_mib": 27.097244262695312,
        "mobile_score": 370724.1103245239,
        "mobile_throughput": 4509963.038013419,
        "mobile_availability": 171678.03325468194,
        "mobile_accuracy": 131614.2626091323,
        "soft_acc_blocks": [
          25.103428384615384
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.088657075,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.833591590472854,
        "mobile_acc_per_sec": 35827.700677858316
      },
      "started": "2026-08-18T09:15:15.76433394+10:00",
      "ended": "2026-08-18T09:15:19.438176091+10:00"
    },
    {
      "cell": {
        "id": "int3|none|TweenSplitSparse|cnn|simd",
        "dtype": 32,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3056,
        "total_correct": 1299,
        "total_train": 195,
        "infer_ms": 736.781889,
        "train_ms": 1814.648892,
        "blocked_train": 1814648892,
        "duration": 3923933240,
        "avg_accuracy": 52.34375,
        "soft_acc": 25.6869051875,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 778.8103958669795,
        "availability": 28.877204684001967,
        "score": 57.76950867407354,
        "zero_downtime": 7.4176601879798945,
        "weight_bytes": 115,
        "weight_mib": 0.00010967254638671875,
        "heap_bytes": 27821008,
        "heap_mib": 26.532180786132812,
        "mobile_score": 526745.3941515246,
        "mobile_throughput": 7101233.823100991,
        "mobile_availability": 263303.85894549603,
        "mobile_accuracy": 234214.5416859826,
        "soft_acc_blocks": [
          25.6869051875
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073005532,
        "time_to_acc50_sec": 0.073005532,
        "acc_per_sec": 6.546213611804466,
        "mobile_acc_per_sec": 59688.71725401287
      },
      "started": "2026-08-18T09:15:25.072813875+10:00",
      "ended": "2026-08-18T09:15:29.016088236+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|TweenSplitSparse|cnn|simd",
        "dtype": 33,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3200,
        "total_correct": 626,
        "total_train": 178,
        "infer_ms": 707.864517,
        "train_ms": 1792.480951,
        "blocked_train": 1792480951,
        "duration": 4139604530,
        "avg_accuracy": 2.5,
        "soft_acc": 24.399009333333332,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 773.0207020524253,
        "availability": 28.310668507988755,
        "score": 53.39658009577634,
        "zero_downtime": 6.907522651593236,
        "weight_bytes": 123,
        "weight_mib": 0.00011730194091796875,
        "heap_bytes": 28425896,
        "heap_mib": 27.109046936035156,
        "mobile_score": 455206.2794350307,
        "mobile_throughput": 6590007.769718081,
        "mobile_availability": 241348.67919864078,
        "mobile_accuracy": 208001.7529325962,
        "soft_acc_blocks": [
          24.399009333333332
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.894043538824066,
        "mobile_acc_per_sec": 50246.76908752832
      },
      "started": "2026-08-18T09:15:34.164281692+10:00",
      "ended": "2026-08-18T09:15:38.304219658+10:00"
    },
    {
      "cell": {
        "id": "float64|none|TweenSplitSparse|bicameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1656,
        "total_correct": 604,
        "total_train": 120,
        "infer_ms": 895.39272,
        "train_ms": 1887.145833,
        "blocked_train": 1887145833,
        "duration": 3796707622,
        "avg_accuracy": 54.6875,
        "soft_acc": 25.00339025,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 436.16737575585694,
        "availability": 32.178987027318286,
        "score": 35.093319175200136,
        "zero_downtime": 8.045837704937265,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 28634632,
        "heap_mib": 27.30811309814453,
        "mobile_score": 290.0587420186551,
        "mobile_throughput": 3605.0782113174223,
        "mobile_availability": 265.9707521531506,
        "mobile_accuracy": 206.66189726623784,
        "soft_acc_blocks": [
          25.00339025
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071468867,
        "time_to_acc50_sec": 0.071468867,
        "acc_per_sec": 6.5855453564867625,
        "mobile_acc_per_sec": 54.43187041023035
      },
      "started": "2026-08-18T09:15:43.501855813+10:00",
      "ended": "2026-08-18T09:15:47.301748067+10:00"
    },
    {
      "cell": {
        "id": "float32|none|TweenSplitSparse|bicameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3840,
        "total_correct": 1100,
        "total_train": 241,
        "infer_ms": 891.56814,
        "train_ms": 1752.576259,
        "blocked_train": 1752576259,
        "duration": 3755080697,
        "avg_accuracy": 16.91176470588235,
        "soft_acc": 24.99931705882353,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1022.6145081430191,
        "availability": 33.71858739398597,
        "score": 86.20043680050792,
        "zero_downtime": 8.429416570379054,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 31472296,
        "heap_mib": 30.014320373535156,
        "mobile_score": 1424.9544270798553,
        "mobile_throughput": 16904.543928783176,
        "mobile_availability": 557.3921915631895,
        "mobile_accuracy": 413.2564617901523,
        "soft_acc_blocks": [
          24.99931705882353
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.657464666151096,
        "mobile_acc_per_sec": 110.05261807564086
      },
      "started": "2026-08-18T09:15:52.288769021+10:00",
      "ended": "2026-08-18T09:15:56.046369246+10:00"
    },
    {
      "cell": {
        "id": "float16|none|TweenSplitSparse|bicameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 968,
        "total_correct": 208,
        "total_train": 78,
        "infer_ms": 1016.830162,
        "train_ms": 1918.355166,
        "blocked_train": 1918355166,
        "duration": 3679140587,
        "avg_accuracy": 34.375,
        "soft_acc": 25.00000325,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 263.1049227692913,
        "availability": 34.642792477191065,
        "score": 22.786726060333855,
        "zero_downtime": 8.660699245188521,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 35637088,
        "heap_mib": 33.986175537109375,
        "mobile_score": 753.3615230621967,
        "mobile_throughput": 8698.622382952844,
        "mobile_availability": 1145.3399156439368,
        "mobile_accuracy": 826.5356100350612,
        "soft_acc_blocks": [
          25.00000325
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073434386,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.795066037524051,
        "mobile_acc_per_sec": 224.65453289704942
      },
      "started": "2026-08-18T09:16:01.307238395+10:00",
      "ended": "2026-08-18T09:16:05.019099878+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|TweenSplitSparse|bicameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1352,
        "total_correct": 444,
        "total_train": 103,
        "infer_ms": 995.894823,
        "train_ms": 1828.924656,
        "blocked_train": 1828924656,
        "duration": 3724948602,
        "avg_accuracy": 33.333333333333336,
        "soft_acc": 25.001763999999998,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 362.9580282729496,
        "availability": 35.25516693734184,
        "score": 31.99262193516107,
        "zero_downtime": 8.814413635480234,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 24732768,
        "heap_mib": 23.587005615234375,
        "mobile_score": 1057.7215140081805,
        "mobile_throughput": 11999.907852640194,
        "mobile_availability": 1165.5858849315853,
        "mobile_accuracy": 826.5938229305082,
        "soft_acc_blocks": [
          25.001763999999998
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.096946075,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.711975565669832,
        "mobile_acc_per_sec": 221.90744390048584
      },
      "started": "2026-08-18T09:16:10.357440648+10:00",
      "ended": "2026-08-18T09:16:14.086744557+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|TweenSplitSparse|bicameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1048,
        "total_correct": 266,
        "total_train": 87,
        "infer_ms": 983.654737,
        "train_ms": 1923.514951,
        "blocked_train": 1923514951,
        "duration": 3789535135,
        "avg_accuracy": 28.125,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 276.55107095345613,
        "availability": 33.83547720176973,
        "score": 23.393093640926665,
        "zero_downtime": 8.458869300442432,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 28090696,
        "heap_mib": 26.78937530517578,
        "mobile_score": 1546.8177927625375,
        "mobile_throughput": 18286.34227368465,
        "mobile_availability": 2237.297852334651,
        "mobile_accuracy": 1653.0710051708916,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073162303,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.597115242210309,
        "mobile_acc_per_sec": 436.2199969867523
      },
      "started": "2026-08-18T09:16:19.687713485+10:00",
      "ended": "2026-08-18T09:16:23.492332091+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|TweenSplitSparse|bicameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 984,
        "total_correct": 184,
        "total_train": 80,
        "infer_ms": 964.25461,
        "train_ms": 1828.317987,
        "blocked_train": 1828317987,
        "duration": 3779458587,
        "avg_accuracy": 12.5,
        "soft_acc": 24.9994345,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 260.35475117642824,
        "availability": 34.52925847069751,
        "score": 22.474132867227638,
        "zero_downtime": 8.632119354717727,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 47995184,
        "heap_mib": 45.77177429199219,
        "mobile_score": 1486.0534963668865,
        "mobile_throughput": 17215.395609129424,
        "mobile_availability": 2283.1726403184584,
        "mobile_accuracy": 1653.0336127047547,
        "soft_acc_blocks": [
          24.9994345
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.614554419511093,
        "mobile_acc_per_sec": 437.3731249207506
      },
      "started": "2026-08-18T09:16:28.447244653+10:00",
      "ended": "2026-08-18T09:16:32.231957191+10:00"
    },
    {
      "cell": {
        "id": "int64|none|TweenSplitSparse|bicameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 800,
        "total_correct": 146,
        "total_train": 69,
        "infer_ms": 1058.648552,
        "train_ms": 1888.7175,
        "blocked_train": 1888717500,
        "duration": 3773049637,
        "avg_accuracy": 3.125,
        "soft_acc": 24.99941875,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 212.03007565945788,
        "availability": 35.91846188503226,
        "score": 19.039042809599504,
        "zero_downtime": 8.979406695198357,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 28424736,
        "heap_mib": 27.107940673828125,
        "mobile_score": 157.36444817378145,
        "mobile_throughput": 1752.5038514842013,
        "mobile_availability": 296.87883946241317,
        "mobile_accuracy": 206.62907140875268,
        "soft_acc_blocks": [
          24.99941875
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.625785811256212,
        "mobile_acc_per_sec": 54.76447205530169
      },
      "started": "2026-08-18T09:16:37.796341636+10:00",
      "ended": "2026-08-18T09:16:41.589919945+10:00"
    },
    {
      "cell": {
        "id": "int32|none|TweenSplitSparse|bicameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 928,
        "total_correct": 345,
        "total_train": 66,
        "infer_ms": 1090.431062,
        "train_ms": 2157.264239,
        "blocked_train": 2157264239,
        "duration": 3620639456,
        "avg_accuracy": 31.25,
        "soft_acc": 25.001056,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 256.30831549994576,
        "availability": 33.57553467729084,
        "score": 21.515130598596507,
        "zero_downtime": 8.394238226968902,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 38788752,
        "heap_mib": 36.99183654785156,
        "mobile_score": 355.66038565004936,
        "mobile_throughput": 4236.958447371534,
        "mobile_availability": 555.027428581393,
        "mobile_accuracy": 413.2852077225375,
        "soft_acc_blocks": [
          25.001056
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.092904622,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.905149298577383,
        "mobile_acc_per_sec": 114.14702091854392
      },
      "started": "2026-08-18T09:16:46.731092221+10:00",
      "ended": "2026-08-18T09:16:50.367862333+10:00"
    },
    {
      "cell": {
        "id": "int16|none|TweenSplitSparse|bicameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 752,
        "total_correct": 95,
        "total_train": 53,
        "infer_ms": 905.326679,
        "train_ms": 1833.890127,
        "blocked_train": 1833890127,
        "duration": 3744227736,
        "avg_accuracy": 12.5,
        "soft_acc": 25.0005654,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 200.84248422436235,
        "availability": 33.050566753860664,
        "score": 16.59527013981271,
        "zero_downtime": 8.262828556369591,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 46813848,
        "heap_mib": 44.645164489746094,
        "mobile_score": 548.6631978220536,
        "mobile_throughput": 6640.137745555712,
        "mobile_availability": 1092.698672105442,
        "mobile_accuracy": 826.5541955123723,
        "soft_acc_blocks": [
          25.0005654
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.677095295145797,
        "mobile_acc_per_sec": 220.7542526233699
      },
      "started": "2026-08-18T09:16:55.635253335+10:00",
      "ended": "2026-08-18T09:16:59.383195084+10:00"
    },
    {
      "cell": {
        "id": "int8|none|TweenSplitSparse|bicameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3784,
        "total_correct": 549,
        "total_train": 207,
        "infer_ms": 910.661495,
        "train_ms": 1772.212438,
        "blocked_train": 1772212438,
        "duration": 3897397552,
        "avg_accuracy": 50,
        "soft_acc": 25.002033866666668,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 970.9042892117052,
        "availability": 33.943506767077004,
        "score": 82.39644356750172,
        "zero_downtime": 8.486567057438885,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 27925152,
        "heap_mib": 26.631500244140625,
        "mobile_score": 5448.286871625469,
        "mobile_throughput": 64198.94917167694,
        "mobile_availability": 2244.441074019078,
        "mobile_accuracy": 1653.2054902114937,
        "soft_acc_blocks": [
          25.002033866666668
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.075313788,
        "time_to_acc50_sec": 0.075313788,
        "acc_per_sec": 6.415058646977532,
        "mobile_acc_per_sec": 424.18189783157476
      },
      "started": "2026-08-18T09:17:04.711773782+10:00",
      "ended": "2026-08-18T09:17:08.612171699+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|TweenSplitSparse|bicameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 824,
        "total_correct": 264,
        "total_train": 64,
        "infer_ms": 972.841759,
        "train_ms": 1920.956738,
        "blocked_train": 1920956738,
        "duration": 3877701498,
        "avg_accuracy": 46.875,
        "soft_acc": 25.00013275,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 212.49701670564227,
        "availability": 33.618158279111164,
        "score": 17.85949068701501,
        "zero_downtime": 8.404584197882906,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 29087256,
        "heap_mib": 27.739768981933594,
        "mobile_score": 147.59176339512825,
        "mobile_throughput": 1756.0864394969858,
        "mobile_availability": 277.82221506003333,
        "mobile_accuracy": 206.60240218202452,
        "soft_acc_blocks": [
          25.00013275
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.0887615,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.4471524594903205,
        "mobile_acc_per_sec": 53.27960449987802
      },
      "started": "2026-08-18T09:17:13.783071996+10:00",
      "ended": "2026-08-18T09:17:17.664530944+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|TweenSplitSparse|bicameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 864,
        "total_correct": 166,
        "total_train": 62,
        "infer_ms": 1004.553197,
        "train_ms": 1904.85032,
        "blocked_train": 1904850320,
        "duration": 3881687069,
        "avg_accuracy": 15.625,
        "soft_acc": 24.9942545,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 222.58363042711315,
        "availability": 34.527805824467904,
        "score": 19.208895324613813,
        "zero_downtime": 8.629967661033332,
        "weight_bytes": 63452,
        "weight_mib": 0.060512542724609375,
        "heap_bytes": 27500864,
        "heap_mib": 26.22686767578125,
        "mobile_score": 317.43659181589635,
        "mobile_throughput": 3678.305693417711,
        "mobile_availability": 570.5892410041804,
        "mobile_accuracy": 413.04254249814034,
        "soft_acc_blocks": [
          24.9942545
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.439018410218993,
        "mobile_acc_per_sec": 106.40799609963108
      },
      "started": "2026-08-18T09:17:23.232110862+10:00",
      "ended": "2026-08-18T09:17:27.189045516+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|TweenSplitSparse|bicameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 808,
        "total_correct": 92,
        "total_train": 69,
        "infer_ms": 928.845849,
        "train_ms": 1946.180649,
        "blocked_train": 1946180649,
        "duration": 3743977167,
        "avg_accuracy": 9.375,
        "soft_acc": 24.9994915,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 215.81328196171663,
        "availability": 32.307383937022756,
        "score": 17.430551852979193,
        "zero_downtime": 8.07668170120837,
        "weight_bytes": 31736,
        "weight_mib": 0.03026580810546875,
        "heap_bytes": 26874000,
        "heap_mib": 25.629043579101562,
        "mobile_score": 575.9156270415147,
        "mobile_throughput": 7130.597048975579,
        "mobile_availability": 1067.454859438731,
        "mobile_accuracy": 825.9978194827326,
        "soft_acc_blocks": [
          24.9994915
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.677255331669602,
        "mobile_acc_per_sec": 220.6204211829085
      },
      "started": "2026-08-18T09:17:32.692082647+10:00",
      "ended": "2026-08-18T09:17:36.439228096+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|TweenSplitSparse|bicameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1800,
        "total_correct": 491,
        "total_train": 136,
        "infer_ms": 980.874195,
        "train_ms": 1768.636046,
        "blocked_train": 1768636046,
        "duration": 3843724818,
        "avg_accuracy": 26.5625,
        "soft_acc": 24.9985915,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 468.29575092646496,
        "availability": 35.67450596740658,
        "score": 41.76319583131814,
        "zero_downtime": 8.918124016435094,
        "weight_bytes": 15878,
        "weight_mib": 0.015142440795898438,
        "heap_bytes": 28508296,
        "heap_mib": 27.18762969970703,
        "mobile_score": 2758.0227252815375,
        "mobile_throughput": 30926.04139837945,
        "mobile_availability": 2355.928376954234,
        "mobile_accuracy": 1650.895772811689,
        "soft_acc_blocks": [
          24.9985915
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072284977,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.503741210331358,
        "mobile_acc_per_sec": 429.50415312787595
      },
      "started": "2026-08-18T09:17:41.620258654+10:00",
      "ended": "2026-08-18T09:17:45.54618668+10:00"
    },
    {
      "cell": {
        "id": "int4|none|TweenSplitSparse|bicameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2896,
        "total_correct": 694,
        "total_train": 199,
        "infer_ms": 757.644859,
        "train_ms": 1789.285082,
        "blocked_train": 1789285082,
        "duration": 3825480912,
        "avg_accuracy": 25,
        "soft_acc": 24.998897,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 757.0290027890748,
        "availability": 29.74737729544795,
        "score": 56.29658450900945,
        "zero_downtime": 7.436516210290418,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 27231264,
        "heap_mib": 25.969757080078125,
        "mobile_score": 7444.980123359704,
        "mobile_throughput": 100113.81556672428,
        "mobile_availability": 3933.9621509587123,
        "mobile_accuracy": 3305.996143356287,
        "soft_acc_blocks": [
          24.998897
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.076052163,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.534837730226792,
        "mobile_acc_per_sec": 864.2040620267737
      },
      "started": "2026-08-18T09:17:50.683826932+10:00",
      "ended": "2026-08-18T09:17:54.519401025+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|TweenSplitSparse|bicameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 752,
        "total_correct": 244,
        "total_train": 68,
        "infer_ms": 955.861474,
        "train_ms": 1908.541378,
        "blocked_train": 1908541378,
        "duration": 3751283345,
        "avg_accuracy": 33.333333333333336,
        "soft_acc": 25.001666999999998,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 200.46472922455288,
        "availability": 33.37035757147752,
        "score": 16.725064389666976,
        "zero_downtime": 8.343145676730096,
        "weight_bytes": 7949,
        "weight_mib": 0.007580757141113281,
        "heap_bytes": 31643168,
        "heap_mib": 30.177276611328125,
        "mobile_score": 2206.252499365887,
        "mobile_throughput": 26443.892805556014,
        "mobile_availability": 4401.982143775269,
        "mobile_accuracy": 3298.0435244926402,
        "soft_acc_blocks": [
          25.001666999999998
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.093067376,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.664830326219999,
        "mobile_acc_per_sec": 879.1773964204883
      },
      "started": "2026-08-18T09:17:59.706836947+10:00",
      "ended": "2026-08-18T09:18:03.462721804+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|TweenSplitSparse|bicameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1208,
        "total_correct": 309,
        "total_train": 88,
        "infer_ms": 855.7298,
        "train_ms": 1879.927416,
        "blocked_train": 1879927416,
        "duration": 3776183052,
        "avg_accuracy": 16.666666666666668,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 319.8997462160105,
        "availability": 31.28059301417974,
        "score": 25.016634416806024,
        "zero_downtime": 7.820148253544935,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 27265592,
        "heap_mib": 26.00249481201172,
        "mobile_score": 3308.3418401105805,
        "mobile_throughput": 42305.35960249709,
        "mobile_availability": 4136.723306903334,
        "mobile_accuracy": 3306.142010341783,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.620441767715449,
        "mobile_acc_per_sec": 875.5248262106186
      },
      "started": "2026-08-18T09:18:08.758363884+10:00",
      "ended": "2026-08-18T09:18:12.545939023+10:00"
    },
    {
      "cell": {
        "id": "int2|none|TweenSplitSparse|bicameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3440,
        "total_correct": 527,
        "total_train": 207,
        "infer_ms": 909.156934,
        "train_ms": 1716.373666,
        "blocked_train": 1716373666,
        "duration": 3967135719,
        "avg_accuracy": 5,
        "soft_acc": 24.99286953333333,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 867.1243546129863,
        "availability": 34.62755048446208,
        "score": 75.04457069518108,
        "zero_downtime": 8.65441851517074,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 27261072,
        "heap_mib": 25.998184204101562,
        "mobile_score": 19846.13764470875,
        "mobile_throughput": 229317.97913308113,
        "mobile_availability": 9157.533008018992,
        "mobile_accuracy": 6609.564480147423,
        "soft_acc_blocks": [
          24.99286953333333
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.299978448842509,
        "mobile_acc_per_sec": 1666.0797482909163
      },
      "started": "2026-08-18T09:18:18.253555783+10:00",
      "ended": "2026-08-18T09:18:22.22408468+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|TweenSplitSparse|bicameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 816,
        "total_correct": 207,
        "total_train": 59,
        "infer_ms": 1141.713836,
        "train_ms": 1925.297021,
        "blocked_train": 1925297021,
        "duration": 3810016677,
        "avg_accuracy": 8.333333333333334,
        "soft_acc": 24.998249666666666,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 214.1722908789252,
        "availability": 37.22562094601675,
        "score": 19.930345805850177,
        "zero_downtime": 9.305753664052228,
        "weight_bytes": 3985,
        "weight_mib": 0.0038003921508789062,
        "heap_bytes": 27909456,
        "heap_mib": 26.616531372070312,
        "mobile_score": 5244.286645850729,
        "mobile_throughput": 56355.31344558591,
        "mobile_availability": 9795.205196760466,
        "mobile_accuracy": 6577.807940395149,
        "soft_acc_blocks": [
          24.998249666666666
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.561191665531039,
        "mobile_acc_per_sec": 1726.4512200441343
      },
      "started": "2026-08-18T09:18:27.464592055+10:00",
      "ended": "2026-08-18T09:18:31.277955816+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|TweenSplitSparse|bicameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3144,
        "total_correct": 954,
        "total_train": 202,
        "infer_ms": 846.904792,
        "train_ms": 1805.738195,
        "blocked_train": 1805738195,
        "duration": 3892287179,
        "avg_accuracy": 30,
        "soft_acc": 25.000964066666665,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 807.7512925980326,
        "availability": 31.92682905880994,
        "score": 64.47482982752094,
        "zero_downtime": 7.9820150606191635,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 27434696,
        "heap_mib": 26.16376495361328,
        "mobile_score": 17050.885034356266,
        "mobile_throughput": 213616.29744950178,
        "mobile_availability": 8443.30560079967,
        "mobile_accuracy": 6611.705144304934,
        "soft_acc_blocks": [
          25.000964066666665
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072126528,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.423206437992037,
        "mobile_acc_per_sec": 1698.6683767777902
      },
      "started": "2026-08-18T09:18:36.740594217+10:00",
      "ended": "2026-08-18T09:18:40.636573637+10:00"
    },
    {
      "cell": {
        "id": "binary|none|TweenSplitSparse|bicameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2864,
        "total_correct": 703,
        "total_train": 193,
        "infer_ms": 782.371044,
        "train_ms": 1838.820824,
        "blocked_train": 1838820824,
        "duration": 3816298479,
        "avg_accuracy": 43.26923076923077,
        "soft_acc": 25.040306538461536,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 750.4654092859281,
        "availability": 29.847912072036078,
        "score": 56.089849816681514,
        "zero_downtime": 7.4740086781683,
        "weight_bytes": 1983,
        "weight_mib": 0.0018911361694335938,
        "heap_bytes": 27878968,
        "heap_mib": 26.58745574951172,
        "mobile_score": 29659.339567007886,
        "mobile_throughput": 396833.08976671775,
        "mobile_availability": 15783.058118430308,
        "mobile_accuracy": 13240.879711988828,
        "soft_acc_blocks": [
          25.040306538461536
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.070288922,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.561411974522221,
        "mobile_acc_per_sec": 3469.5608283391894
      },
      "started": "2026-08-18T09:18:45.989368133+10:00",
      "ended": "2026-08-18T09:18:49.808495363+10:00"
    },
    {
      "cell": {
        "id": "int|none|TweenSplitSparse|bicameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 728,
        "total_correct": 152,
        "total_train": 52,
        "infer_ms": 1095.229327,
        "train_ms": 1898.344326,
        "blocked_train": 1898344326,
        "duration": 3952338159,
        "avg_accuracy": 8.333333333333334,
        "soft_acc": 24.997440666666666,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 184.19476540544667,
        "availability": 36.58601571076829,
        "score": 16.845656729815154,
        "zero_downtime": 9.145567569596647,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 28017152,
        "heap_mib": 26.71923828125,
        "mobile_score": 139.23533351559666,
        "mobile_throughput": 1522.4351299799916,
        "mobile_availability": 302.39640883098883,
        "mobile_accuracy": 206.61272184773196,
        "soft_acc_blocks": [
          24.997440666666666
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.324722141941263,
        "mobile_acc_per_sec": 52.27607394302719
      },
      "started": "2026-08-18T09:18:55.047393673+10:00",
      "ended": "2026-08-18T09:18:59.002756833+10:00"
    },
    {
      "cell": {
        "id": "uint|none|TweenSplitSparse|bicameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 736,
        "total_correct": 266,
        "total_train": 53,
        "infer_ms": 1149.186861,
        "train_ms": 1828.711252,
        "blocked_train": 1828711252,
        "duration": 3855191853,
        "avg_accuracy": 33.333333333333336,
        "soft_acc": 25.003376,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 190.91138082460563,
        "availability": 38.59053659301606,
        "score": 18.420918794337044,
        "zero_downtime": 9.648936964769396,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 28436848,
        "heap_mib": 27.119491577148438,
        "mobile_score": 152.23143458348383,
        "mobile_throughput": 1577.7016176944428,
        "mobile_availability": 318.9142090299676,
        "mobile_accuracy": 206.62920456933892,
        "soft_acc_blocks": [
          25.003376
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073034908,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.485637279126093,
        "mobile_acc_per_sec": 53.59764505845435
      },
      "started": "2026-08-18T09:19:04.56527102+10:00",
      "ended": "2026-08-18T09:19:08.493086427+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|TweenSplitSparse|bicameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 664,
        "total_correct": 131,
        "total_train": 49,
        "infer_ms": 971.61483,
        "train_ms": 1928.90706,
        "blocked_train": 1928907060,
        "duration": 3785614885,
        "avg_accuracy": 4.166666666666667,
        "soft_acc": 24.998928000000003,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 175.400831878333,
        "availability": 33.49793129814993,
        "score": 14.68828267917716,
        "zero_downtime": 8.374123726713968,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 29737432,
        "heap_mib": 28.359825134277344,
        "mobile_score": 121.38473486492283,
        "mobile_throughput": 1449.521631471698,
        "mobile_availability": 276.8286530129004,
        "mobile_accuracy": 206.5924460651304,
        "soft_acc_blocks": [
          24.998928000000003
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.603663806124326,
        "mobile_acc_per_sec": 54.57302243916192
      },
      "started": "2026-08-18T09:19:13.785043363+10:00",
      "ended": "2026-08-18T09:19:17.589683666+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|TweenSplitSparse|bicameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 768,
        "total_correct": 81,
        "total_train": 60,
        "infer_ms": 1092.605665,
        "train_ms": 1899.15946,
        "blocked_train": 1899159460,
        "duration": 3970711703,
        "avg_accuracy": 4.166666666666667,
        "soft_acc": 24.99817366666667,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 193.41620783492073,
        "availability": 36.52043590821656,
        "score": 17.657820497724078,
        "zero_downtime": 9.129441992159672,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 28429912,
        "heap_mib": 27.112876892089844,
        "mobile_score": 145.94815539649957,
        "mobile_throughput": 1598.6536255100725,
        "mobile_availability": 301.8543684803734,
        "mobile_accuracy": 206.61878035296593,
        "soft_acc_blocks": [
          24.99817366666667
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.295640564330004,
        "mobile_acc_per_sec": 52.035704379358194
      },
      "started": "2026-08-18T09:19:22.786670528+10:00",
      "ended": "2026-08-18T09:19:26.880196256+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|TweenSplitSparse|bicameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 704,
        "total_correct": 105,
        "total_train": 56,
        "infer_ms": 993.411771,
        "train_ms": 1930.33078,
        "blocked_train": 1930330780,
        "duration": 3896391193,
        "avg_accuracy": 0,
        "soft_acc": 24.999889333333332,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 180.68001007310562,
        "availability": 33.9774023762874,
        "score": 15.347525570333325,
        "zero_downtime": 8.49431299241322,
        "weight_bytes": 253728,
        "weight_mib": 0.241973876953125,
        "heap_bytes": 27707392,
        "heap_mib": 26.423828125,
        "mobile_score": 63.42637380359218,
        "mobile_throughput": 746.6922146645888,
        "mobile_availability": 140.41764674816315,
        "mobile_accuracy": 103.31648047353596,
        "soft_acc_blocks": [
          24.999889333333332
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.416165137177829,
        "mobile_acc_per_sec": 26.515941381642467
      },
      "started": "2026-08-18T09:19:32.147883534+10:00",
      "ended": "2026-08-18T09:19:36.047238478+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|TweenSplitSparse|bicameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 632,
        "total_correct": 192,
        "total_train": 44,
        "infer_ms": 1019.828003,
        "train_ms": 1903.243134,
        "blocked_train": 1903243134,
        "duration": 3926039863,
        "avg_accuracy": 45.833333333333336,
        "soft_acc": 25.000307333333335,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 160.97646026371996,
        "availability": 34.888921794994964,
        "score": 14.04091043991052,
        "zero_downtime": 8.722337674035058,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 28504376,
        "heap_mib": 27.18389129638672,
        "mobile_score": 1856.8497547533882,
        "mobile_throughput": 21288.441518159972,
        "mobile_availability": 4613.909201678476,
        "mobile_accuracy": 3306.182653847564,
        "soft_acc_blocks": [
          25.000307333333335
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.084605476,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.367818006368862,
        "mobile_acc_per_sec": 842.1164250026782
      },
      "started": "2026-08-18T09:19:41.529198894+10:00",
      "ended": "2026-08-18T09:19:45.464704852+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|TweenSplitSparse|bicameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 344,
        "total_correct": 88,
        "total_train": 26,
        "infer_ms": 1169.939188,
        "train_ms": 2031.872059,
        "blocked_train": 2031872059,
        "duration": 3852835661,
        "avg_accuracy": 25,
        "soft_acc": 25.002577,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 89.28488787676844,
        "availability": 36.53991749501778,
        "score": 8.156996827992485,
        "zero_downtime": 9.135921007428292,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 34604464,
        "heap_mib": 33.00138854980469,
        "mobile_score": 719.121498731213,
        "mobile_throughput": 7871.362921663893,
        "mobile_availability": 3221.362075605832,
        "mobile_accuracy": 2204.2292063521104,
        "soft_acc_blocks": [
          25.002577
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.07303787,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.4893961746374105,
        "mobile_acc_per_sec": 572.1056905344373
      },
      "started": "2026-08-18T09:19:51.140772563+10:00",
      "ended": "2026-08-18T09:19:55.129006773+10:00"
    },
    {
      "cell": {
        "id": "int6|none|TweenSplitSparse|bicameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 344,
        "total_correct": 76,
        "total_train": 25,
        "infer_ms": 1164.85349,
        "train_ms": 1991.153891,
        "blocked_train": 1991153891,
        "duration": 3833717718,
        "avg_accuracy": 0,
        "soft_acc": 24.992944,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 89.73013281203716,
        "availability": 36.90908636693078,
        "score": 8.277306207733508,
        "zero_downtime": 9.224667286598644,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 28145096,
        "heap_mib": 26.84125518798828,
        "mobile_score": 729.7279833597083,
        "mobile_throughput": 7910.615751094221,
        "mobile_availability": 3253.908033150396,
        "mobile_accuracy": 2203.3799602946024,
        "soft_acc_blocks": [
          24.992944
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.519244722336649,
        "mobile_acc_per_sec": 574.737140908767
      },
      "started": "2026-08-18T09:20:00.356452624+10:00",
      "ended": "2026-08-18T09:20:04.195017477+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|TweenSplitSparse|bicameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 344,
        "total_correct": 56,
        "total_train": 27,
        "infer_ms": 1149.404145,
        "train_ms": 2018.114479,
        "blocked_train": 2018114479,
        "duration": 3867035820,
        "avg_accuracy": 12.5,
        "soft_acc": 24.999054,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 88.95702445290512,
        "availability": 36.28721031949329,
        "score": 8.069700270283798,
        "zero_downtime": 9.0714593028637,
        "weight_bytes": 11914,
        "weight_mib": 0.011362075805664062,
        "heap_bytes": 31271016,
        "heap_mib": 29.822364807128906,
        "mobile_score": 710.2311591919678,
        "mobile_throughput": 7829.293341676132,
        "mobile_availability": 3193.713097865788,
        "mobile_accuracy": 2200.2189060856135,
        "soft_acc_blocks": [
          24.999054
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.464655401097371,
        "mobile_acc_per_sec": 568.9678111348898
      },
      "started": "2026-08-18T09:20:09.58130297+10:00",
      "ended": "2026-08-18T09:20:13.453615197+10:00"
    },
    {
      "cell": {
        "id": "int5|none|TweenSplitSparse|bicameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 392,
        "total_correct": 158,
        "total_train": 29,
        "infer_ms": 1166.445476,
        "train_ms": 1989.457095,
        "blocked_train": 1989457095,
        "duration": 3837636474,
        "avg_accuracy": 31.25,
        "soft_acc": 25.0015345,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 102.14620448179532,
        "availability": 36.96075685981626,
        "score": 9.439081905299524,
        "zero_downtime": 9.24075637776808,
        "weight_bytes": 9912,
        "weight_mib": 0.00945281982421875,
        "heap_bytes": 27917568,
        "heap_mib": 26.624267578125,
        "mobile_score": 998.54668562665,
        "mobile_throughput": 10805.89775128158,
        "mobile_availability": 3910.0244738739602,
        "mobile_accuracy": 2644.875811125101,
        "soft_acc_blocks": [
          25.0015345
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.070296354,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.514826161723624,
        "mobile_acc_per_sec": 689.1939424289257
      },
      "started": "2026-08-18T09:20:18.816882667+10:00",
      "ended": "2026-08-18T09:20:22.659001382+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|TweenSplitSparse|bicameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 392,
        "total_correct": 177,
        "total_train": 28,
        "infer_ms": 1200.914,
        "train_ms": 1932.900652,
        "blocked_train": 1932900652,
        "duration": 3906544057,
        "avg_accuracy": 68.75,
        "soft_acc": 25.004328,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 100.34444621137419,
        "availability": 38.32115595073808,
        "score": 9.614952182547764,
        "zero_downtime": 9.58194752731407,
        "weight_bytes": 9932,
        "weight_mib": 0.009471893310546875,
        "heap_bytes": 28090344,
        "heap_mib": 26.789039611816406,
        "mobile_score": 1015.1035138710436,
        "mobile_throughput": 10593.916434810502,
        "mobile_availability": 4045.7757170963687,
        "mobile_accuracy": 2639.8447681159887,
        "soft_acc_blocks": [
          25.004328
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.131904113,
        "time_to_acc50_sec": 0.131904113,
        "acc_per_sec": 6.400626137876422,
        "mobile_acc_per_sec": 675.7493911749806
      },
      "started": "2026-08-18T09:20:28.03338875+10:00",
      "ended": "2026-08-18T09:20:31.944604473+10:00"
    },
    {
      "cell": {
        "id": "int3|none|TweenSplitSparse|bicameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 456,
        "total_correct": 154,
        "total_train": 34,
        "infer_ms": 1069.094757,
        "train_ms": 1947.49551,
        "blocked_train": 1947495510,
        "duration": 3849915858,
        "avg_accuracy": 56.25,
        "soft_acc": 25.0016075,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 118.4441470460833,
        "availability": 35.44050276550203,
        "score": 10.494975085870053,
        "zero_downtime": 8.860695397457462,
        "weight_bytes": 5947,
        "weight_mib": 0.005671501159667969,
        "heap_bytes": 27498232,
        "heap_mib": 26.22435760498047,
        "mobile_score": 1850.475701301711,
        "mobile_throughput": 20884.091127121883,
        "mobile_availability": 6248.875168629403,
        "mobile_accuracy": 4408.287470307718,
        "soft_acc_blocks": [
          25.0016075
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.076401925,
        "time_to_acc50_sec": 0.076401925,
        "acc_per_sec": 6.494065954207147,
        "mobile_acc_per_sec": 1145.034757356434
      },
      "started": "2026-08-18T09:20:37.630639386+10:00",
      "ended": "2026-08-18T09:20:41.485035817+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|TweenSplitSparse|bicameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 440,
        "total_correct": 134,
        "total_train": 41,
        "infer_ms": 1075.146195,
        "train_ms": 1984.048648,
        "blocked_train": 1984048648,
        "duration": 3861998965,
        "avg_accuracy": 25,
        "soft_acc": 25.002988,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 113.93063643661542,
        "availability": 35.144743966214904,
        "score": 10.011354032720494,
        "zero_downtime": 8.787236116503436,
        "weight_bytes": 5967,
        "weight_mib": 0.005690574645996094,
        "heap_bytes": 27965112,
        "heap_mib": 26.66960906982422,
        "mobile_score": 1759.2870062366221,
        "mobile_throughput": 20020.936992150233,
        "mobile_availability": 6175.956938012026,
        "mobile_accuracy": 4393.754507304843,
        "soft_acc_blocks": [
          25.002988
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072601299,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.474105308311495,
        "mobile_acc_per_sec": 1137.6891985533828
      },
      "started": "2026-08-18T09:20:46.883257563+10:00",
      "ended": "2026-08-18T09:20:50.74935835+10:00"
    },
    {
      "cell": {
        "id": "float64|none|TweenSplitSparse|tricameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1424,
        "total_correct": 282,
        "total_train": 112,
        "infer_ms": 974.565353,
        "train_ms": 1889.95034,
        "blocked_train": 1889950340,
        "duration": 4118370905,
        "avg_accuracy": 31.25,
        "soft_acc": 25.000049666666666,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 345.76778848917206,
        "availability": 34.02199385332534,
        "score": 29.409332363065488,
        "zero_downtime": 8.505515360921615,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 29799832,
        "heap_mib": 28.419334411621094,
        "mobile_score": 183.19266284059117,
        "mobile_throughput": 2153.8102638937726,
        "mobile_availability": 211.92523421457366,
        "mobile_accuracy": 155.72695133111554,
        "soft_acc_blocks": [
          25.000049666666666
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073439266,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.070373515001963,
        "mobile_acc_per_sec": 37.81275531595558
      },
      "started": "2026-08-18T09:20:56.286325926+10:00",
      "ended": "2026-08-18T09:21:00.407971623+10:00"
    },
    {
      "cell": {
        "id": "float32|none|TweenSplitSparse|tricameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3168,
        "total_correct": 798,
        "total_train": 201,
        "infer_ms": 920.838052,
        "train_ms": 1800.937866,
        "blocked_train": 1800937866,
        "duration": 4061976617,
        "avg_accuracy": 50.892857142857146,
        "soft_acc": 25.0031495,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 779.9158633118246,
        "availability": 33.83225069742865,
        "score": 65.97408289419072,
        "zero_downtime": 8.459128221092877,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 28649656,
        "heap_mib": 27.32244110107422,
        "mobile_score": 821.9137908095586,
        "mobile_throughput": 9716.294272028084,
        "mobile_availability": 421.4866232690208,
        "mobile_accuracy": 311.4925207930805,
        "soft_acc_blocks": [
          25.0031495
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.078595254,
        "time_to_acc50_sec": 0.078595254,
        "acc_per_sec": 6.15541443428255,
        "mobile_acc_per_sec": 76.68496157497219
      },
      "started": "2026-08-18T09:21:05.846276395+10:00",
      "ended": "2026-08-18T09:21:09.911497543+10:00"
    },
    {
      "cell": {
        "id": "float16|none|TweenSplitSparse|tricameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 768,
        "total_correct": 116,
        "total_train": 56,
        "infer_ms": 1055.959108,
        "train_ms": 1903.381105,
        "blocked_train": 1903381105,
        "duration": 3892317450,
        "avg_accuracy": 8.333333333333334,
        "soft_acc": 24.99773233333333,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 197.3117583202264,
        "availability": 35.68224779838789,
        "score": 17.59972107794326,
        "zero_downtime": 8.91975279515773,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 28613880,
        "heap_mib": 27.28832244873047,
        "mobile_score": 438.5192740477481,
        "mobile_throughput": 4916.271606605592,
        "mobile_availability": 889.0682603232198,
        "mobile_accuracy": 622.850066038336,
        "soft_acc_blocks": [
          24.99773233333333
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.422326198839031,
        "mobile_acc_per_sec": 160.02036679673597
      },
      "started": "2026-08-18T09:21:15.240966604+10:00",
      "ended": "2026-08-18T09:21:19.137047907+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|TweenSplitSparse|tricameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 992,
        "total_correct": 285,
        "total_train": 79,
        "infer_ms": 1174.455115,
        "train_ms": 1908.224453,
        "blocked_train": 1908224453,
        "duration": 3869193897,
        "avg_accuracy": 3.125,
        "soft_acc": 24.9959835,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 256.3841529805866,
        "availability": 38.09851426633908,
        "score": 24.415715015900087,
        "zero_downtime": 9.523098339759263,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 31158808,
        "heap_mib": 29.715354919433594,
        "mobile_score": 608.3483696538459,
        "mobile_throughput": 6388.134911029644,
        "mobile_availability": 949.2725904225066,
        "mobile_accuracy": 622.8064916475621,
        "soft_acc_blocks": [
          24.9959835
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.460256106415542,
        "mobile_acc_per_sec": 160.9654383385796
      },
      "started": "2026-08-18T09:21:24.422476882+10:00",
      "ended": "2026-08-18T09:21:28.295194998+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|TweenSplitSparse|tricameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 856,
        "total_correct": 208,
        "total_train": 58,
        "infer_ms": 1029.311837,
        "train_ms": 1913.005516,
        "blocked_train": 1913005516,
        "duration": 3840039199,
        "avg_accuracy": 20.833333333333332,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 222.91439114030774,
        "availability": 34.98303253897847,
        "score": 19.4955534966699,
        "zero_downtime": 8.745758134744618,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 25387016,
        "heap_mib": 24.21094512939453,
        "mobile_score": 971.5126653038749,
        "mobile_throughput": 11108.387064173527,
        "mobile_availability": 1743.2928584541341,
        "mobile_accuracy": 1245.813135633495,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.510350208537025,
        "mobile_acc_per_sec": 324.4271922947875
      },
      "started": "2026-08-18T09:21:33.953503364+10:00",
      "ended": "2026-08-18T09:21:37.799000896+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|TweenSplitSparse|tricameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 792,
        "total_correct": 197,
        "total_train": 68,
        "infer_ms": 1020.726401,
        "train_ms": 1940.286309,
        "blocked_train": 1940286309,
        "duration": 3924543339,
        "avg_accuracy": 25,
        "soft_acc": 25.001069333333334,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 201.8069190699285,
        "availability": 34.47220599738662,
        "score": 17.392568120985672,
        "zero_downtime": 8.61842012213612,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 31521488,
        "heap_mib": 30.061233520507812,
        "mobile_score": 866.7155931009729,
        "mobile_throughput": 10056.548425561703,
        "mobile_availability": 1717.8370818323197,
        "mobile_accuracy": 1245.8664232140163,
        "soft_acc_blocks": [
          25.001069333333334
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.070677697,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.370440373249585,
        "mobile_acc_per_sec": 317.4551318705711
      },
      "started": "2026-08-18T09:21:43.476292809+10:00",
      "ended": "2026-08-18T09:21:47.405271721+10:00"
    },
    {
      "cell": {
        "id": "int64|none|TweenSplitSparse|tricameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 704,
        "total_correct": 154,
        "total_train": 57,
        "infer_ms": 1076.462832,
        "train_ms": 1927.797479,
        "blocked_train": 1927797479,
        "duration": 3867717557,
        "avg_accuracy": 12.5,
        "soft_acc": 24.996675,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 182.01949589774557,
        "availability": 35.83121036677703,
        "score": 16.302778562949992,
        "zero_downtime": 8.956611203949562,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 28513824,
        "heap_mib": 27.192901611328125,
        "mobile_score": 101.55107840523625,
        "mobile_throughput": 1133.8113946539925,
        "mobile_availability": 223.1949627028894,
        "mobile_accuracy": 155.70593031080696,
        "soft_acc_blocks": [
          24.996675
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.462900827584914,
        "mobile_acc_per_sec": 40.257833726509354
      },
      "started": "2026-08-18T09:21:52.764910675+10:00",
      "ended": "2026-08-18T09:21:56.636662763+10:00"
    },
    {
      "cell": {
        "id": "int32|none|TweenSplitSparse|tricameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 760,
        "total_correct": 220,
        "total_train": 50,
        "infer_ms": 1148.213482,
        "train_ms": 1829.801583,
        "blocked_train": 1829801583,
        "duration": 3862959683,
        "avg_accuracy": 25,
        "soft_acc": 24.998846999999998,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 196.7403396273033,
        "availability": 38.55633557716741,
        "score": 18.96309177246055,
        "zero_downtime": 9.638639339742646,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 45362432,
        "heap_mib": 43.260986328125,
        "mobile_score": 236.24468822354808,
        "mobile_throughput": 2451.0169941668946,
        "mobile_availability": 480.33989323928205,
        "mobile_accuracy": 311.43891968291985,
        "soft_acc_blocks": [
          24.998846999999998
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.163519032,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.471423222461832,
        "mobile_acc_per_sec": 80.6218405678659
      },
      "started": "2026-08-18T09:22:02.136301346+10:00",
      "ended": "2026-08-18T09:22:06.004620038+10:00"
    },
    {
      "cell": {
        "id": "int16|none|TweenSplitSparse|tricameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 664,
        "total_correct": 186,
        "total_train": 53,
        "infer_ms": 1009.253743,
        "train_ms": 1882.039199,
        "blocked_train": 1882039199,
        "duration": 3940254762,
        "avg_accuracy": 29.166666666666668,
        "soft_acc": 25.001445,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 168.51702240262404,
        "availability": 34.90665813689106,
        "score": 14.70676523003821,
        "zero_downtime": 8.727168935432843,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 27516280,
        "heap_mib": 26.24156951904297,
        "mobile_score": 366.4376261251912,
        "mobile_throughput": 4198.814401740659,
        "mobile_availability": 869.743464560134,
        "mobile_accuracy": 622.9425718163673,
        "soft_acc_blocks": [
          25.001445
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.078896911,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.345134137293633,
        "mobile_acc_per_sec": 158.09702911193824
      },
      "started": "2026-08-18T09:22:11.475914685+10:00",
      "ended": "2026-08-18T09:22:15.420702415+10:00"
    },
    {
      "cell": {
        "id": "int8|none|TweenSplitSparse|tricameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3120,
        "total_correct": 582,
        "total_train": 196,
        "infer_ms": 880.705966,
        "train_ms": 1791.954448,
        "blocked_train": 1791954448,
        "duration": 3929082411,
        "avg_accuracy": 23.214285714285715,
        "soft_acc": 25.000813142857144,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 794.0785337729583,
        "availability": 32.952408071996835,
        "score": 65.41912744989078,
        "zero_downtime": 8.238369968151703,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 29638720,
        "heap_mib": 28.26568603515625,
        "mobile_score": 3260.000331950227,
        "mobile_throughput": 39570.93872395749,
        "mobile_availability": 1642.1017130739547,
        "mobile_accuracy": 1245.853656595598,
        "soft_acc_blocks": [
          25.000813142857144
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.363015719106317,
        "mobile_acc_per_sec": 317.0851426042023
      },
      "started": "2026-08-18T09:22:21.027489083+10:00",
      "ended": "2026-08-18T09:22:24.961054097+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|TweenSplitSparse|tricameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 688,
        "total_correct": 163,
        "total_train": 55,
        "infer_ms": 1083.324855,
        "train_ms": 1905.682572,
        "blocked_train": 1905682572,
        "duration": 3825275918,
        "avg_accuracy": 12.5,
        "soft_acc": 24.998216,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 179.85630703463414,
        "availability": 36.24363209051337,
        "score": 16.295451626889704,
        "zero_downtime": 9.060261436231848,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 47459544,
        "heap_mib": 45.260948181152344,
        "mobile_score": 101.49096866902767,
        "mobile_throughput": 1120.1770432712551,
        "mobile_availability": 225.7317816758265,
        "mobile_accuracy": 155.69333179149442,
        "soft_acc_blocks": [
          24.998216
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.535009901473988,
        "mobile_acc_per_sec": 40.70120303188399
      },
      "started": "2026-08-18T09:22:30.465255388+10:00",
      "ended": "2026-08-18T09:22:34.294977555+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|TweenSplitSparse|tricameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 680,
        "total_correct": 108,
        "total_train": 50,
        "infer_ms": 1108.451752,
        "train_ms": 1922.986916,
        "blocked_train": 1922986916,
        "duration": 3887537303,
        "avg_accuracy": 0,
        "soft_acc": 24.993488666666668,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 174.91793570064166,
        "availability": 36.56520462382649,
        "score": 15.985610687907764,
        "zero_downtime": 9.13892027359955,
        "weight_bytes": 84192,
        "weight_mib": 0.080291748046875,
        "heap_bytes": 28416384,
        "heap_mib": 27.0999755859375,
        "mobile_score": 199.09406728291967,
        "mobile_throughput": 2178.5294249481667,
        "mobile_availability": 455.4042664817736,
        "mobile_accuracy": 311.28340426808563,
        "soft_acc_blocks": [
          24.993488666666668
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.429131534603995,
        "mobile_acc_per_sec": 80.07213307712037
      },
      "started": "2026-08-18T09:22:39.864248487+10:00",
      "ended": "2026-08-18T09:22:43.7612911+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|TweenSplitSparse|tricameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 744,
        "total_correct": 197,
        "total_train": 56,
        "infer_ms": 1103.13814,
        "train_ms": 1917.792463,
        "blocked_train": 1917792463,
        "duration": 3819485494,
        "avg_accuracy": 45.833333333333336,
        "soft_acc": 25.003117666666668,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 194.79063375649514,
        "availability": 36.51650054140618,
        "score": 17.78489832641021,
        "zero_downtime": 9.130263598116759,
        "weight_bytes": 42108,
        "weight_mib": 0.040157318115234375,
        "heap_bytes": 31517160,
        "heap_mib": 30.057106018066406,
        "mobile_score": 442.88062951253715,
        "mobile_throughput": 4850.688315328456,
        "mobile_availability": 909.3361373540782,
        "mobile_accuracy": 622.6291704769324,
        "soft_acc_blocks": [
          25.003117666666668
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.076409146,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.546200451852447,
        "mobile_acc_per_sec": 163.01388536623995
      },
      "started": "2026-08-18T09:22:49.186979591+10:00",
      "ended": "2026-08-18T09:22:53.011990292+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|TweenSplitSparse|tricameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1560,
        "total_correct": 152,
        "total_train": 128,
        "infer_ms": 951.737644,
        "train_ms": 1883.024215,
        "blocked_train": 1883024215,
        "duration": 3970046230,
        "avg_accuracy": 12.5,
        "soft_acc": 25.000079666666664,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 392.94252752316186,
        "availability": 33.57381294581613,
        "score": 32.981552394675816,
        "zero_downtime": 8.393479983591678,
        "weight_bytes": 21066,
        "weight_mib": 0.020090103149414062,
        "heap_bytes": 31474488,
        "heap_mib": 30.01641082763672,
        "mobile_score": 1641.6815856735777,
        "mobile_throughput": 19559.00995633376,
        "mobile_availability": 1671.1618002217836,
        "mobile_accuracy": 1244.3977753989682,
        "soft_acc_blocks": [
          25.000079666666664
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.297175956731029,
        "mobile_acc_per_sec": 313.4466712240195
      },
      "started": "2026-08-18T09:22:58.474824164+10:00",
      "ended": "2026-08-18T09:23:02.448837841+10:00"
    },
    {
      "cell": {
        "id": "int4|none|TweenSplitSparse|tricameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2832,
        "total_correct": 690,
        "total_train": 178,
        "infer_ms": 995.497048,
        "train_ms": 1809.21348,
        "blocked_train": 1809213480,
        "duration": 3905956350,
        "avg_accuracy": 9.375,
        "soft_acc": 25.00103175,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 725.0465049359807,
        "availability": 35.49375374256092,
        "score": 64.33921041489042,
        "zero_downtime": 8.873804642444469,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 31501144,
        "heap_mib": 30.041831970214844,
        "mobile_score": 6412.370677692627,
        "mobile_throughput": 72261.79678355202,
        "mobile_availability": 3537.486771633833,
        "mobile_accuracy": 2491.729100683205,
        "soft_acc_blocks": [
          25.00103175
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.400745300187494,
        "mobile_acc_per_sec": 637.930605825435
      },
      "started": "2026-08-18T09:23:07.878312894+10:00",
      "ended": "2026-08-18T09:23:11.788454763+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|TweenSplitSparse|tricameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 656,
        "total_correct": 189,
        "total_train": 44,
        "infer_ms": 1171.368234,
        "train_ms": 1776.915554,
        "blocked_train": 1776915554,
        "duration": 3938655765,
        "avg_accuracy": 31.25,
        "soft_acc": 24.9999975,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 166.55428632006888,
        "availability": 39.73051165453141,
        "score": 16.543215880057392,
        "zero_downtime": 9.932626920370062,
        "weight_bytes": 10545,
        "weight_mib": 0.010056495666503906,
        "heap_bytes": 58303904,
        "heap_mib": 55.602935791015625,
        "mobile_score": 1645.0278932808972,
        "mobile_throughput": 16561.86129277881,
        "mobile_availability": 3950.731245961302,
        "mobile_accuracy": 2485.9551805177807,
        "soft_acc_blocks": [
          24.9999975
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.176762446,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.3473425939268395,
        "mobile_acc_per_sec": 631.168431272587
      },
      "started": "2026-08-18T09:23:17.216128023+10:00",
      "ended": "2026-08-18T09:23:21.188636954+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|TweenSplitSparse|tricameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 968,
        "total_correct": 231,
        "total_train": 72,
        "infer_ms": 915.600286,
        "train_ms": 1840.812641,
        "blocked_train": 1840812641,
        "duration": 3945765708,
        "avg_accuracy": 31.25,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 245.32627419752515,
        "availability": 33.21709447199963,
        "score": 20.372565066207198,
        "zero_downtime": 8.304273617999907,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 31498504,
        "heap_mib": 30.03931427001953,
        "mobile_score": 2030.432733282319,
        "mobile_throughput": 24450.45559290411,
        "mobile_availability": 3310.5834096636713,
        "mobile_accuracy": 2491.62627126699,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.082119089,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.335905841878232,
        "mobile_acc_per_sec": 631.4683779159119
      },
      "started": "2026-08-18T09:23:26.731577758+10:00",
      "ended": "2026-08-18T09:23:30.689110285+10:00"
    },
    {
      "cell": {
        "id": "int2|none|TweenSplitSparse|tricameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2840,
        "total_correct": 506,
        "total_train": 186,
        "infer_ms": 897.401584,
        "train_ms": 1804.557371,
        "blocked_train": 1804557371,
        "duration": 4052800724,
        "avg_accuracy": 21.875,
        "soft_acc": 24.999985166666665,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 700.7499735138717,
        "availability": 33.21299838176113,
        "score": 58.18498481772697,
        "zero_downtime": 8.303244668845522,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 34485736,
        "heap_mib": 32.888160705566406,
        "mobile_score": 11596.916677482013,
        "mobile_throughput": 139667.288391424,
        "mobile_availability": 6619.721153992314,
        "mobile_accuracy": 4982.775982916302,
        "soft_acc_blocks": [
          24.999985166666665
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.168570050489032,
        "mobile_acc_per_sec": 1229.4648373430123
      },
      "started": "2026-08-18T09:23:36.055701853+10:00",
      "ended": "2026-08-18T09:23:40.112572159+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|TweenSplitSparse|tricameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 624,
        "total_correct": 298,
        "total_train": 43,
        "infer_ms": 1094.371345,
        "train_ms": 1788.062606,
        "blocked_train": 1788062606,
        "duration": 4271406635,
        "avg_accuracy": 43.75,
        "soft_acc": 25.0011765,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 146.08770677250212,
        "availability": 37.96691836148859,
        "score": 13.86690263735099,
        "zero_downtime": 9.49217627116667,
        "weight_bytes": 5285,
        "weight_mib": 0.005040168762207031,
        "heap_bytes": 60559848,
        "heap_mib": 57.754371643066406,
        "mobile_score": 2751.2774455748254,
        "mobile_throughput": 28984.68556607061,
        "mobile_availability": 7532.866487760882,
        "mobile_accuracy": 4960.384796530559,
        "soft_acc_blocks": [
          25.0011765
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.264543085,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.853148303685209,
        "mobile_acc_per_sec": 1161.3000635165604
      },
      "started": "2026-08-18T09:23:45.326107302+10:00",
      "ended": "2026-08-18T09:23:49.643176891+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|TweenSplitSparse|tricameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3032,
        "total_correct": 573,
        "total_train": 191,
        "infer_ms": 916.271333,
        "train_ms": 1786.050663,
        "blocked_train": 1786050663,
        "duration": 3983276164,
        "avg_accuracy": 10.416666666666666,
        "soft_acc": 24.997553083333333,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 761.1824727099188,
        "availability": 33.90681548521133,
        "score": 64.51686881769477,
        "zero_downtime": 8.47587419978359,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 31542848,
        "heap_mib": 30.08160400390625,
        "mobile_score": 12858.931807143721,
        "mobile_throughput": 151712.15976131454,
        "mobile_availability": 6758.0066440260325,
        "mobile_accuracy": 4982.291241571817,
        "soft_acc_blocks": [
          24.997553083333333
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.275626407542586,
        "mobile_acc_per_sec": 1250.8023637930764
      },
      "started": "2026-08-18T09:23:54.975749944+10:00",
      "ended": "2026-08-18T09:23:58.96304147+10:00"
    },
    {
      "cell": {
        "id": "binary|none|TweenSplitSparse|tricameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2792,
        "total_correct": 495,
        "total_train": 175,
        "infer_ms": 933.547944,
        "train_ms": 1738.709347,
        "blocked_train": 1738709347,
        "duration": 3964689922,
        "avg_accuracy": 5.208333333333333,
        "soft_acc": 24.98718091666667,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 704.2164847513642,
        "availability": 34.93480763039295,
        "score": 61.47263147986523,
        "zero_downtime": 8.72922358549576,
        "weight_bytes": 2631,
        "weight_mib": 0.0025091171264648438,
        "heap_bytes": 50386312,
        "heap_mib": 48.05213165283203,
        "mobile_score": 24499.70582540143,
        "mobile_throughput": 280663.05766425177,
        "mobile_availability": 13923.147413852877,
        "mobile_accuracy": 9958.555004513368,
        "soft_acc_blocks": [
          24.98718091666667
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.30243005336009,
        "mobile_acc_per_sec": 2511.8118189403685
      },
      "started": "2026-08-18T09:24:04.463089706+10:00",
      "ended": "2026-08-18T09:24:08.43665728+10:00"
    },
    {
      "cell": {
        "id": "int|none|TweenSplitSparse|tricameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 600,
        "total_correct": 139,
        "total_train": 47,
        "infer_ms": 1137.603624,
        "train_ms": 1962.46518,
        "blocked_train": 1962465180,
        "duration": 3930778060,
        "avg_accuracy": 43.75,
        "soft_acc": 24.9999725,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 152.64153580830765,
        "availability": 36.69607663327204,
        "score": 14.003348334904876,
        "zero_downtime": 9.174009066896936,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 31721368,
        "heap_mib": 30.251853942871094,
        "mobile_score": 87.22777649237962,
        "mobile_throughput": 950.8141517663007,
        "mobile_availability": 228.58227147971834,
        "mobile_accuracy": 155.7264706548807,
        "soft_acc_blocks": [
          24.9999725
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.070967316,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.3600569959424265,
        "mobile_acc_per_sec": 39.6172127446139
      },
      "started": "2026-08-18T09:24:14.265714695+10:00",
      "ended": "2026-08-18T09:24:18.201008066+10:00"
    },
    {
      "cell": {
        "id": "uint|none|TweenSplitSparse|tricameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 512,
        "total_correct": 76,
        "total_train": 40,
        "infer_ms": 1082.995923,
        "train_ms": 1994.526027,
        "blocked_train": 1994526027,
        "duration": 4281940267,
        "avg_accuracy": 6.25,
        "soft_acc": 24.9999135,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 119.57196225876262,
        "availability": 35.19051823497148,
        "score": 10.519461898181667,
        "zero_downtime": 8.797599118944596,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 27114552,
        "heap_mib": 25.85845184326172,
        "mobile_score": 65.51707816196092,
        "mobile_throughput": 744.7154306096714,
        "mobile_availability": 219.172801429992,
        "mobile_accuracy": 155.70390412316465,
        "soft_acc_blocks": [
          24.9999135
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.838454518543614,
        "mobile_acc_per_sec": 36.36293231905672
      },
      "started": "2026-08-18T09:24:23.827447518+10:00",
      "ended": "2026-08-18T09:24:28.11376799+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|TweenSplitSparse|tricameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 544,
        "total_correct": 100,
        "total_train": 41,
        "infer_ms": 1177.520765,
        "train_ms": 1922.540146,
        "blocked_train": 1922540146,
        "duration": 4017115321,
        "avg_accuracy": 25,
        "soft_acc": 24.999143,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 135.42055841816844,
        "availability": 37.98379447390155,
        "score": 12.859025823725085,
        "zero_downtime": 9.495623097356745,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 27115544,
        "heap_mib": 25.859397888183594,
        "mobile_score": 80.08829806449486,
        "mobile_throughput": 843.4233040145485,
        "mobile_availability": 236.5698222515193,
        "mobile_accuracy": 155.69910531223567,
        "soft_acc_blocks": [
          24.999143
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.069820127,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.223157913668468,
        "mobile_acc_per_sec": 38.75893343123561
      },
      "started": "2026-08-18T09:24:33.905959646+10:00",
      "ended": "2026-08-18T09:24:37.927287257+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|TweenSplitSparse|tricameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 664,
        "total_correct": 84,
        "total_train": 48,
        "infer_ms": 1184.678302,
        "train_ms": 1928.103767,
        "blocked_train": 1928103767,
        "duration": 3985346902,
        "avg_accuracy": 0,
        "soft_acc": 24.9979335,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 166.6103394077889,
        "availability": 38.05850444199536,
        "score": 15.851040500762457,
        "zero_downtime": 9.513839631504545,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 31318440,
        "heap_mib": 29.867591857910156,
        "mobile_score": 98.737172346542,
        "mobile_throughput": 1037.8267468328918,
        "mobile_availability": 237.06892378201766,
        "mobile_accuracy": 155.7137695899629,
        "soft_acc_blocks": [
          24.9979335
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.272461121880024,
        "mobile_acc_per_sec": 39.07157229194271
      },
      "started": "2026-08-18T09:24:43.503026329+10:00",
      "ended": "2026-08-18T09:24:47.491690468+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|TweenSplitSparse|tricameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 584,
        "total_correct": 36,
        "total_train": 43,
        "infer_ms": 1242.786743,
        "train_ms": 1932.726555,
        "blocked_train": 1932726555,
        "duration": 3927033651,
        "avg_accuracy": 0,
        "soft_acc": 24.9953635,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 148.71275672702404,
        "availability": 39.1365623876534,
        "score": 14.547566711533067,
        "zero_downtime": 9.782326030198247,
        "weight_bytes": 336672,
        "weight_mib": 0.321075439453125,
        "heap_bytes": 28536120,
        "heap_mib": 27.21416473388672,
        "mobile_score": 45.30887425183115,
        "mobile_throughput": 463.17076441698737,
        "mobile_availability": 121.89210876519594,
        "mobile_accuracy": 77.84888044558502,
        "soft_acc_blocks": [
          24.9953635
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.36494762239561,
        "mobile_acc_per_sec": 19.823838388999082
      },
      "started": "2026-08-18T09:24:53.040567714+10:00",
      "ended": "2026-08-18T09:24:56.971585843+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|TweenSplitSparse|tricameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 512,
        "total_correct": 179,
        "total_train": 41,
        "infer_ms": 1036.441102,
        "train_ms": 1939.68132,
        "blocked_train": 1939681320,
        "duration": 3983446291,
        "avg_accuracy": 50,
        "soft_acc": 25.004747,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 128.53192000022375,
        "availability": 34.82521734786352,
        "score": 11.1925049547432,
        "zero_downtime": 8.707957490033383,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 28585512,
        "heap_mib": 27.261268615722656,
        "mobile_score": 1115.5015754609642,
        "mobile_throughput": 12810.14034275778,
        "mobile_availability": 3470.857057860787,
        "mobile_accuracy": 2492.099381263378,
        "soft_acc_blocks": [
          25.004747
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.08121236,
        "time_to_acc50_sec": 0.08121236,
        "acc_per_sec": 6.2771643379488955,
        "mobile_acc_per_sec": 625.6139029397492
      },
      "started": "2026-08-18T09:25:02.321292437+10:00",
      "ended": "2026-08-18T09:25:06.316994294+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|TweenSplitSparse|tricameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 264,
        "total_correct": 71,
        "total_train": 20,
        "infer_ms": 1167.834779,
        "train_ms": 1992.807472,
        "blocked_train": 1992807472,
        "duration": 4210474421,
        "avg_accuracy": 12.5,
        "soft_acc": 24.998869,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 62.700772787808376,
        "availability": 36.949287083361206,
        "score": 5.7916101109179365,
        "zero_downtime": 9.236903874403389,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 31332992,
        "heap_mib": 29.8814697265625,
        "mobile_score": 384.8018859248439,
        "mobile_throughput": 4165.918484776895,
        "mobile_availability": 2454.9572711140895,
        "mobile_accuracy": 1660.9564098684577,
        "soft_acc_blocks": [
          24.998869
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.937304564852978,
        "mobile_acc_per_sec": 394.4820093394548
      },
      "started": "2026-08-18T09:25:11.88471599+10:00",
      "ended": "2026-08-18T09:25:16.1014002+10:00"
    },
    {
      "cell": {
        "id": "int6|none|TweenSplitSparse|tricameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 280,
        "total_correct": 62,
        "total_train": 18,
        "infer_ms": 1384.026278,
        "train_ms": 2004.503486,
        "blocked_train": 2004503486,
        "duration": 4018200142,
        "avg_accuracy": 25,
        "soft_acc": 24.996333,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 69.68294014857958,
        "availability": 40.844448017072224,
        "score": 7.114359379116748,
        "zero_downtime": 10.20961423835927,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 33196184,
        "heap_mib": 31.658348083496094,
        "mobile_score": 472.68701687471315,
        "mobile_throughput": 4629.822497100303,
        "mobile_availability": 2713.756680012009,
        "mobile_accuracy": 1660.7879148275251,
        "soft_acc_blocks": [
          24.996333
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073844809,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.220778487046302,
        "mobile_acc_per_sec": 413.3163745300382
      },
      "started": "2026-08-18T09:25:21.498516964+10:00",
      "ended": "2026-08-18T09:25:25.523390957+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|TweenSplitSparse|tricameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 256,
        "total_correct": 37,
        "total_train": 21,
        "infer_ms": 1113.011132,
        "train_ms": 2054.167659,
        "blocked_train": 2054167659,
        "duration": 4181238822,
        "avg_accuracy": 0,
        "soft_acc": 24.998243,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 61.22587369394706,
        "availability": 35.14203666565283,
        "score": 5.37862670914477,
        "zero_downtime": 8.784891720828993,
        "weight_bytes": 15806,
        "weight_mib": 0.015073776245117188,
        "heap_bytes": 27962224,
        "heap_mib": 26.666854858398438,
        "mobile_score": 356.82012401418365,
        "mobile_throughput": 4061.7475474189696,
        "mobile_availability": 2331.3359634773874,
        "mobile_accuracy": 1658.3928667574337,
        "soft_acc_blocks": [
          24.998243
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.978669017533579,
        "mobile_acc_per_sec": 396.6271570118493
      },
      "started": "2026-08-18T09:25:31.078312379+10:00",
      "ended": "2026-08-18T09:25:35.26602901+10:00"
    },
    {
      "cell": {
        "id": "int5|none|TweenSplitSparse|tricameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 296,
        "total_correct": 46,
        "total_train": 23,
        "infer_ms": 1141.346991,
        "train_ms": 2014.812922,
        "blocked_train": 2014812922,
        "duration": 4008792299,
        "avg_accuracy": 25,
        "soft_acc": 25.000943,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 73.83769921775138,
        "availability": 36.16252098947433,
        "score": 6.675645165278961,
        "zero_downtime": 9.040971259941513,
        "weight_bytes": 13152,
        "weight_mib": 0.012542724609375,
        "heap_bytes": 34329416,
        "heap_mib": 32.73908233642578,
        "mobile_score": 532.2324593086641,
        "mobile_throughput": 5886.89471524885,
        "mobile_availability": 2883.147172221642,
        "mobile_accuracy": 1993.2625309586374,
        "soft_acc_blocks": [
          25.000943
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073347672,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.236527396601847,
        "mobile_acc_per_sec": 497.2227000774923
      },
      "started": "2026-08-18T09:25:40.897036115+10:00",
      "ended": "2026-08-18T09:25:44.911952473+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|TweenSplitSparse|tricameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 312,
        "total_correct": 63,
        "total_train": 21,
        "infer_ms": 1243.894378,
        "train_ms": 1935.262464,
        "blocked_train": 1935262464,
        "duration": 4139802815,
        "avg_accuracy": 37.5,
        "soft_acc": 25.002937,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 75.36590846054584,
        "availability": 39.1265495796511,
        "score": 7.372885949888571,
        "zero_downtime": 9.782786541673929,
        "weight_bytes": 13176,
        "weight_mib": 0.01256561279296875,
        "heap_bytes": 28300144,
        "heap_mib": 26.989120483398438,
        "mobile_score": 586.7510062075256,
        "mobile_throughput": 5997.790135847398,
        "mobile_availability": 3113.779663936872,
        "mobile_accuracy": 1989.7905030139648,
        "soft_acc_blocks": [
          25.002937
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.081497772,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.039644426880751,
        "mobile_acc_per_sec": 480.6486182878651
      },
      "started": "2026-08-18T09:25:50.674595754+10:00",
      "ended": "2026-08-18T09:25:54.82046367+10:00"
    },
    {
      "cell": {
        "id": "int3|none|TweenSplitSparse|tricameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 392,
        "total_correct": 78,
        "total_train": 27,
        "infer_ms": 1257.659927,
        "train_ms": 1967.200088,
        "blocked_train": 1967200088,
        "duration": 4155566723,
        "avg_accuracy": 12.5,
        "soft_acc": 24.999973,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 94.3312973006498,
        "availability": 38.99889983286607,
        "score": 9.19703210352548,
        "zero_downtime": 9.749714428513563,
        "weight_bytes": 7891,
        "weight_mib": 0.007525444030761719,
        "heap_bytes": 28025160,
        "heap_mib": 26.72687530517578,
        "mobile_score": 1222.1248428572214,
        "mobile_throughput": 12534.980914754296,
        "mobile_availability": 5182.272258414317,
        "mobile_accuracy": 3322.0595220438477,
        "soft_acc_blocks": [
          24.999973
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.016020116253107,
        "mobile_acc_per_sec": 799.4239398580937
      },
      "started": "2026-08-18T09:26:00.297132816+10:00",
      "ended": "2026-08-18T09:26:04.457810681+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|TweenSplitSparse|tricameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "TweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 392,
        "total_correct": 125,
        "total_train": 30,
        "infer_ms": 1193.812816,
        "train_ms": 1933.809668,
        "blocked_train": 1933809668,
        "duration": 3949561736,
        "avg_accuracy": 43.75,
        "soft_acc": 25.0021225,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 99.25151857405983,
        "availability": 38.169978061840794,
        "score": 9.471874810344445,
        "zero_downtime": 9.543304673244561,
        "weight_bytes": 7915,
        "weight_mib": 0.007548332214355469,
        "heap_bytes": 28005976,
        "heap_mib": 26.708580017089844,
        "mobile_score": 1254.8301454367324,
        "mobile_throughput": 13148.801053735106,
        "mobile_availability": 5056.743261676914,
        "mobile_accuracy": 3312.2710805508527,
        "soft_acc_blocks": [
          25.0021225
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.070294182,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.330353636988952,
        "mobile_acc_per_sec": 838.6426904939137
      },
      "started": "2026-08-18T09:26:09.985137297+10:00",
      "ended": "2026-08-18T09:26:13.940155801+10:00"
    },
    {
      "cell": {
        "id": "float64|none|MeshTweenSplit|cnn|simd",
        "dtype": 0,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6384,
        "total_correct": 5305,
        "total_train": 269,
        "infer_ms": 898.767948,
        "train_ms": 1621.597056,
        "blocked_train": 1621597056,
        "duration": 4339713571,
        "avg_accuracy": 7.327586206896552,
        "soft_acc": 24.978947896551723,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1471.0648284856586,
        "availability": 35.66022963235844,
        "score": 131.03583777265277,
        "zero_downtime": 8.907550179657513,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 27352264,
        "heap_mib": 26.08515167236328,
        "mobile_score": 56127.873622670406,
        "mobile_throughput": 630115.716337491,
        "mobile_availability": 15274.698099256488,
        "mobile_accuracy": 10699.479276787019,
        "soft_acc_blocks": [
          24.978947896551723
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.755897823181871,
        "mobile_acc_per_sec": 2465.4805211767784
      },
      "started": "2026-08-18T09:26:19.571722306+10:00",
      "ended": "2026-08-18T09:26:23.911807335+10:00"
    },
    {
      "cell": {
        "id": "float32|none|MeshTweenSplit|cnn|simd",
        "dtype": 1,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 9392,
        "total_correct": 8074,
        "total_train": 325,
        "infer_ms": 918.596829,
        "train_ms": 1506.158039,
        "blocked_train": 1506158039,
        "duration": 4173804765,
        "avg_accuracy": 43.292682926829265,
        "soft_acc": 26.33444095121951,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2250.2250413718143,
        "availability": 37.884111137291264,
        "score": 224.49525114770927,
        "zero_downtime": 9.976568877344342,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 31545264,
        "heap_mib": 30.083908081054688,
        "mobile_score": 192320.53306165064,
        "mobile_throughput": 1927722.2001482775,
        "mobile_availability": 32454.5504247519,
        "mobile_accuracy": 22560.181989269564,
        "soft_acc_blocks": [
          26.33444095121951
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.088909431,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.309456822717368,
        "mobile_acc_per_sec": 5405.18382135432
      },
      "started": "2026-08-18T09:26:29.384594234+10:00",
      "ended": "2026-08-18T09:26:33.558755456+10:00"
    },
    {
      "cell": {
        "id": "float16|none|MeshTweenSplit|cnn|simd",
        "dtype": 2,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6344,
        "total_correct": 5222,
        "total_train": 259,
        "infer_ms": 887.054258,
        "train_ms": 1581.60559,
        "blocked_train": 1581605590,
        "duration": 4129226728,
        "avg_accuracy": 37.05357142857143,
        "soft_acc": 25.402559285714286,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1536.3651399865685,
        "availability": 35.932623877633546,
        "score": 140.23643071137016,
        "zero_downtime": 9.12780608342859,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 25526464,
        "heap_mib": 24.34393310546875,
        "mobile_score": 240275.4175973949,
        "mobile_throughput": 2632345.772919209,
        "mobile_availability": 61565.501658682144,
        "mobile_accuracy": 43523.71569538749,
        "soft_acc_blocks": [
          25.402559285714286
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.153450123,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.151892584018527,
        "mobile_acc_per_sec": 10540.403461078122
      },
      "started": "2026-08-18T09:26:39.129318133+10:00",
      "ended": "2026-08-18T09:26:43.270871833+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|MeshTweenSplit|cnn|simd",
        "dtype": 3,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7200,
        "total_correct": 5884,
        "total_train": 248,
        "infer_ms": 837.561998,
        "train_ms": 1589.406708,
        "blocked_train": 1589406708,
        "duration": 4510100483,
        "avg_accuracy": 1.1111111111111112,
        "soft_acc": 24.43959877777778,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1596.4167599234395,
        "availability": 34.51062207474545,
        "score": 134.6459014350913,
        "zero_downtime": 8.434257570782997,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 47918664,
        "heap_mib": 45.69879913330078,
        "mobile_score": 230696.83127974233,
        "mobile_throughput": 2735235.7850547065,
        "mobile_availability": 59129.10139321615,
        "mobile_accuracy": 41873.81818301816,
        "soft_acc_blocks": [
          24.43959877777778
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.418859040923452,
        "mobile_acc_per_sec": 9284.453492966257
      },
      "started": "2026-08-18T09:26:48.948041636+10:00",
      "ended": "2026-08-18T09:26:53.461146077+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|MeshTweenSplit|cnn|simd",
        "dtype": 4,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6352,
        "total_correct": 4577,
        "total_train": 258,
        "infer_ms": 878.331213,
        "train_ms": 1639.884216,
        "blocked_train": 1639884216,
        "duration": 4064184236,
        "avg_accuracy": 36.160714285714285,
        "soft_acc": 25.600986464285715,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1562.921273040438,
        "availability": 34.87911331513012,
        "score": 139.5594464967745,
        "zero_downtime": 8.92939707866934,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 31103120,
        "heap_mib": 29.662246704101562,
        "mobile_score": 478231.00055490795,
        "mobile_throughput": 5355691.950325655,
        "mobile_availability": 119520.91870433294,
        "mobile_accuracy": 87727.38556462372,
        "soft_acc_blocks": [
          25.600986464285715
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.07559829,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.299169766349567,
        "mobile_acc_per_sec": 21585.48443437831
      },
      "started": "2026-08-18T09:26:59.51855769+10:00",
      "ended": "2026-08-18T09:27:03.58306927+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|MeshTweenSplit|cnn|simd",
        "dtype": 5,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6128,
        "total_correct": 3667,
        "total_train": 243,
        "infer_ms": 867.043595,
        "train_ms": 1671.099389,
        "blocked_train": 1671099389,
        "duration": 4283380893,
        "avg_accuracy": 19.196428571428573,
        "soft_acc": 24.880259607142857,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1430.6455935344247,
        "availability": 34.160549680049066,
        "score": 121.5939087453997,
        "zero_downtime": 8.499233443623217,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 28381008,
        "heap_mib": 27.066238403320312,
        "mobile_score": 416668.1518190073,
        "mobile_throughput": 4902420.372176317,
        "mobile_availability": 117058.60307616708,
        "mobile_accuracy": 85257.65718241643,
        "soft_acc_blocks": [
          24.880259607142857
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.808556425089992,
        "mobile_acc_per_sec": 19904.290398677003
      },
      "started": "2026-08-18T09:27:09.376193531+10:00",
      "ended": "2026-08-18T09:27:13.659887601+10:00"
    },
    {
      "cell": {
        "id": "int64|none|MeshTweenSplit|cnn|simd",
        "dtype": 6,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4600,
        "total_correct": 3721,
        "total_train": 250,
        "infer_ms": 873.064491,
        "train_ms": 1702.80828,
        "blocked_train": 1702808280,
        "duration": 3992437432,
        "avg_accuracy": 25.595238095238095,
        "soft_acc": 25.443304523809523,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1152.1783567928435,
        "availability": 33.893929111299265,
        "score": 99.36081511724288,
        "zero_downtime": 8.623735598871999,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 32371600,
        "heap_mib": 30.871963500976562,
        "mobile_score": 42560.19855897797,
        "mobile_throughput": 493523.9267370967,
        "mobile_availability": 14518.121164954959,
        "mobile_accuracy": 10898.381733806411,
        "soft_acc_blocks": [
          25.443304523809523
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.076315789,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.372874956004952,
        "mobile_acc_per_sec": 2729.7564255996112
      },
      "started": "2026-08-18T09:27:19.486359705+10:00",
      "ended": "2026-08-18T09:27:23.518234822+10:00"
    },
    {
      "cell": {
        "id": "int32|none|MeshTweenSplit|cnn|simd",
        "dtype": 7,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4344,
        "total_correct": 2933,
        "total_train": 232,
        "infer_ms": 869.130004,
        "train_ms": 1744.411465,
        "blocked_train": 1744411465,
        "duration": 4311428299,
        "avg_accuracy": 20.833333333333332,
        "soft_acc": 24.849137958333333,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1007.5547356330974,
        "availability": 33.25487712014567,
        "score": 83.25979231317113,
        "zero_downtime": 8.263550293459225,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 28414712,
        "heap_mib": 27.09838104248047,
        "mobile_score": 71326.97711158148,
        "mobile_throughput": 863151.7275091591,
        "mobile_availability": 28488.779437200872,
        "mobile_accuracy": 21287.753009638345,
        "soft_acc_blocks": [
          24.849137958333333
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.763551249152603,
        "mobile_acc_per_sec": 4937.517577313268
      },
      "started": "2026-08-18T09:27:29.013981654+10:00",
      "ended": "2026-08-18T09:27:33.325891568+10:00"
    },
    {
      "cell": {
        "id": "int16|none|MeshTweenSplit|cnn|simd",
        "dtype": 8,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5024,
        "total_correct": 3724,
        "total_train": 269,
        "infer_ms": 893.903456,
        "train_ms": 1648.57212,
        "blocked_train": 1648572120,
        "duration": 4091449749,
        "avg_accuracy": 26.136363636363637,
        "soft_acc": 25.290446,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1227.9266050445633,
        "availability": 35.158782425998815,
        "score": 109.18493606979047,
        "zero_downtime": 8.89181288370472,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 28401200,
        "heap_mib": 27.085494995117188,
        "mobile_score": 187073.04497437354,
        "mobile_throughput": 2103879.685966026,
        "mobile_availability": 60239.63307373224,
        "mobile_accuracy": 43331.62533479738,
        "soft_acc_blocks": [
          25.290446
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072512612,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.181292097301523,
        "mobile_acc_per_sec": 10590.775395784383
      },
      "started": "2026-08-18T09:27:39.138773629+10:00",
      "ended": "2026-08-18T09:27:43.230493951+10:00"
    },
    {
      "cell": {
        "id": "int8|none|MeshTweenSplit|cnn|simd",
        "dtype": 9,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8832,
        "total_correct": 6440,
        "total_train": 287,
        "infer_ms": 993.494535,
        "train_ms": 1558.948005,
        "blocked_train": 1558948005,
        "duration": 4106154133,
        "avg_accuracy": 24.65277777777778,
        "soft_acc": 24.676206611111112,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2150.9177965385447,
        "availability": 38.92328698611958,
        "score": 206.59115284213848,
        "zero_downtime": 9.60479071653059,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 28402032,
        "heap_mib": 27.086288452148438,
        "mobile_score": 707929.8192241772,
        "mobile_throughput": 7370590.782428762,
        "mobile_availability": 133379.1652769847,
        "mobile_accuracy": 84558.42491324329,
        "soft_acc_blocks": [
          24.676206611111112
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.009566570527738,
        "mobile_acc_per_sec": 20593.09567404475
      },
      "started": "2026-08-18T09:27:48.761012176+10:00",
      "ended": "2026-08-18T09:27:52.867432976+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|MeshTweenSplit|cnn|simd",
        "dtype": 10,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6032,
        "total_correct": 4113,
        "total_train": 276,
        "infer_ms": 904.520639,
        "train_ms": 1694.588627,
        "blocked_train": 1694588627,
        "duration": 4107829150,
        "avg_accuracy": 8.333333333333334,
        "soft_acc": 25.019369148148147,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1468.415501165622,
        "availability": 34.80117788168433,
        "score": 127.8554540125449,
        "zero_downtime": 8.707035162122287,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 31360048,
        "heap_mib": 29.907272338867188,
        "mobile_score": 54587.198919649134,
        "mobile_throughput": 626932.1060872326,
        "mobile_availability": 14858.175854423873,
        "mobile_accuracy": 10681.88518887972,
        "soft_acc_blocks": [
          25.019369148148147
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.09065475572375,
        "mobile_acc_per_sec": 2600.372313166851
      },
      "started": "2026-08-18T09:27:58.580346198+10:00",
      "ended": "2026-08-18T09:28:02.688525556+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|MeshTweenSplit|cnn|simd",
        "dtype": 11,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5392,
        "total_correct": 3708,
        "total_train": 213,
        "infer_ms": 801.43278,
        "train_ms": 1692.757579,
        "blocked_train": 1692757579,
        "duration": 4084416059,
        "avg_accuracy": 19.642857142857142,
        "soft_acc": 25.044227107142856,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1320.1397512182293,
        "availability": 32.131981310412876,
        "score": 106.23437019787964,
        "zero_downtime": 8.047206373404498,
        "weight_bytes": 1232,
        "weight_mib": 0.0011749267578125,
        "heap_bytes": 27989088,
        "heap_mib": 26.692474365234375,
        "mobile_score": 90417.86604270442,
        "mobile_throughput": 1123593.230335557,
        "mobile_availability": 27348.07178128855,
        "mobile_accuracy": 21315.56451550278,
        "soft_acc_blocks": [
          25.044227107142856
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.131654254947405,
        "mobile_acc_per_sec": 5218.754457821209
      },
      "started": "2026-08-18T09:28:08.280711775+10:00",
      "ended": "2026-08-18T09:28:12.365496532+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|MeshTweenSplit|cnn|simd",
        "dtype": 12,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6448,
        "total_correct": 4668,
        "total_train": 260,
        "infer_ms": 893.058178,
        "train_ms": 1647.679003,
        "blocked_train": 1647679003,
        "duration": 4251432638,
        "avg_accuracy": 24.51923076923077,
        "soft_acc": 25.199721153846156,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1516.6652159478483,
        "availability": 35.149569372165615,
        "score": 134.3400391077703,
        "zero_downtime": 8.857593468563447,
        "weight_bytes": 620,
        "weight_mib": 0.000591278076171875,
        "heap_bytes": 26939280,
        "heap_mib": 25.691299438476562,
        "mobile_score": 227202.80781849896,
        "mobile_throughput": 2565062.4927060176,
        "mobile_availability": 59446.76589352892,
        "mobile_accuracy": 42619.06904615385,
        "soft_acc_blocks": [
          25.199721153846156
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.927348096405652,
        "mobile_acc_per_sec": 10024.637028284924
      },
      "started": "2026-08-18T09:28:17.855859282+10:00",
      "ended": "2026-08-18T09:28:22.10774968+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|MeshTweenSplit|cnn|simd",
        "dtype": 13,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7120,
        "total_correct": 5031,
        "total_train": 265,
        "infer_ms": 894.861673,
        "train_ms": 1634.763465,
        "blocked_train": 1634763465,
        "duration": 4454159711,
        "avg_accuracy": 48.57142857142857,
        "soft_acc": 25.701989457142854,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1598.5057703288987,
        "availability": 35.375268040999366,
        "score": 145.338505029228,
        "zero_downtime": 9.092147662333682,
        "weight_bytes": 314,
        "weight_mib": 0.0002994537353515625,
        "heap_bytes": 34795864,
        "heap_mib": 33.183921813964844,
        "mobile_score": 485345.44028512033,
        "mobile_throughput": 5338072.5688802395,
        "mobile_availability": 118132.66580050622,
        "mobile_accuracy": 85829.58374844912,
        "soft_acc_blocks": [
          25.701989457142854
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.077496669,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.77033405283362,
        "mobile_acc_per_sec": 19269.53439421677
      },
      "started": "2026-08-18T09:28:27.868190441+10:00",
      "ended": "2026-08-18T09:28:32.322665777+10:00"
    },
    {
      "cell": {
        "id": "int4|none|MeshTweenSplit|cnn|simd",
        "dtype": 14,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7712,
        "total_correct": 1196,
        "total_train": 287,
        "infer_ms": 763.059292,
        "train_ms": 1600.337234,
        "blocked_train": 1600337234,
        "duration": 4182865062,
        "avg_accuracy": 9.558823529411764,
        "soft_acc": 24.81927774509804,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1843.7123564087851,
        "availability": 32.28655384762971,
        "score": 147.74200818258876,
        "zero_downtime": 8.013289473763855,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 44358136,
        "heap_mib": 42.30321502685547,
        "mobile_score": 1012540.6795559882,
        "mobile_throughput": 12635768.155775806,
        "mobile_availability": 221273.89207406648,
        "mobile_accuracy": 170097.3789597642,
        "soft_acc_blocks": [
          24.81927774509804
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.933559265531487,
        "mobile_acc_per_sec": 40665.28000270552
      },
      "started": "2026-08-18T09:28:38.425912933+10:00",
      "ended": "2026-08-18T09:28:42.609090494+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|MeshTweenSplit|cnn|simd",
        "dtype": 15,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5616,
        "total_correct": 1775,
        "total_train": 266,
        "infer_ms": 832.535387,
        "train_ms": 1690.711543,
        "blocked_train": 1690711543,
        "duration": 4099122585,
        "avg_accuracy": 24.5,
        "soft_acc": 24.70238256,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1370.0492931220792,
        "availability": 32.99460616008756,
        "score": 111.66523519143341,
        "zero_downtime": 8.150453837830154,
        "weight_bytes": 161,
        "weight_mib": 0.00015354156494140625,
        "heap_bytes": 28006080,
        "heap_mib": 26.70867919921875,
        "mobile_score": 727263.8860626862,
        "mobile_throughput": 8922986.382514145,
        "mobile_availability": 214890.38601813646,
        "mobile_accuracy": 160884.00928717118,
        "soft_acc_blocks": [
          24.70238256
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.026260997998429,
        "mobile_acc_per_sec": 39248.40156669069
      },
      "started": "2026-08-18T09:28:48.10517816+10:00",
      "ended": "2026-08-18T09:28:52.204672933+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|MeshTweenSplit|cnn|simd",
        "dtype": 16,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7752,
        "total_correct": 1916,
        "total_train": 272,
        "infer_ms": 854.822591,
        "train_ms": 1650.114196,
        "blocked_train": 1650114196,
        "duration": 4115959261,
        "avg_accuracy": 17.916666666666668,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1883.4005655625947,
        "availability": 34.12551547952495,
        "score": 160.68003788563092,
        "zero_downtime": 8.531378869881237,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 28682512,
        "heap_mib": 27.353775024414062,
        "mobile_score": 1101210.662784074,
        "mobile_throughput": 12907768.832910871,
        "mobile_availability": 233877.10143436832,
        "mobile_accuracy": 171335.9477124183,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.073918232593507,
        "mobile_acc_per_sec": 41627.22146836581
      },
      "started": "2026-08-18T09:28:58.25327649+10:00",
      "ended": "2026-08-18T09:29:02.369713095+10:00"
    },
    {
      "cell": {
        "id": "int2|none|MeshTweenSplit|cnn|simd",
        "dtype": 17,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7464,
        "total_correct": 1706,
        "total_train": 304,
        "infer_ms": 802.372434,
        "train_ms": 1639.583888,
        "blocked_train": 1639583888,
        "duration": 4286082344,
        "avg_accuracy": 46.34146341463415,
        "soft_acc": 25.430322414634148,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1741.450443771502,
        "availability": 32.857771728809816,
        "score": 145.51276554838842,
        "zero_downtime": 8.355837288900844,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 31576296,
        "heap_mib": 30.113502502441406,
        "mobile_score": 1981573.9434761938,
        "mobile_throughput": 23714845.98088502,
        "mobile_availability": 447452.8681598504,
        "mobile_accuracy": 346306.8280032132,
        "soft_acc_blocks": [
          25.430322414634148
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073196981,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.933232349171625,
        "mobile_acc_per_sec": 80797.98758136346
      },
      "started": "2026-08-18T09:29:08.279019252+10:00",
      "ended": "2026-08-18T09:29:12.565389877+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|MeshTweenSplit|cnn|simd",
        "dtype": 18,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5608,
        "total_correct": 901,
        "total_train": 270,
        "infer_ms": 852.374396,
        "train_ms": 1667.854212,
        "blocked_train": 1667854212,
        "duration": 4067417671,
        "avg_accuracy": 22.916666666666668,
        "soft_acc": 24.917364208333336,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1378.7617730984675,
        "availability": 33.82131261006621,
        "score": 116.1934889927955,
        "zero_downtime": 8.427379643089166,
        "weight_bytes": 85,
        "weight_mib": 0.00008106231689453125,
        "heap_bytes": 28439600,
        "heap_mib": 27.122116088867188,
        "mobile_score": 1433384.7519307004,
        "mobile_throughput": 17008664.76457057,
        "mobile_availability": 417226.0787225033,
        "mobile_accuracy": 307385.29520138045,
        "soft_acc_blocks": [
          24.917364208333336
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.126089382457554,
        "mobile_acc_per_sec": 75572.59176823308
      },
      "started": "2026-08-18T09:29:18.515162369+10:00",
      "ended": "2026-08-18T09:29:22.582944102+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|MeshTweenSplit|cnn|simd",
        "dtype": 19,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7944,
        "total_correct": 1403,
        "total_train": 280,
        "infer_ms": 842.807714,
        "train_ms": 1539.625747,
        "blocked_train": 1539625747,
        "duration": 4116867400,
        "avg_accuracy": 25.694444444444443,
        "soft_acc": 24.950399416666666,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1929.622508609337,
        "availability": 35.37591826997933,
        "score": 170.3168360551751,
        "zero_downtime": 8.8264329056734,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 28649456,
        "heap_mib": 27.322250366210938,
        "mobile_score": 2319352.5543297566,
        "mobile_throughput": 26277348.721916158,
        "mobile_availability": 481744.6607254785,
        "mobile_accuracy": 339771.2989445541,
        "soft_acc_blocks": [
          24.950399416666666
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.074789271,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.060530250905498,
        "mobile_acc_per_sec": 82531.5138749803
      },
      "started": "2026-08-18T09:29:28.396710134+10:00",
      "ended": "2026-08-18T09:29:32.513982273+10:00"
    },
    {
      "cell": {
        "id": "binary|none|MeshTweenSplit|cnn|simd",
        "dtype": 20,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7464,
        "total_correct": 991,
        "total_train": 276,
        "infer_ms": 869.63426,
        "train_ms": 1632.319848,
        "blocked_train": 1632319848,
        "duration": 4105690765,
        "avg_accuracy": 8.088235294117647,
        "soft_acc": 24.86067238235294,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1817.9644856911184,
        "availability": 34.75820188785014,
        "score": 157.09254180254905,
        "zero_downtime": 8.64112269733524,
        "weight_bytes": 39,
        "weight_mib": 0.00003719329833984375,
        "heap_bytes": 30540040,
        "heap_mib": 29.12525177001953,
        "mobile_score": 4223678.695208966,
        "mobile_throughput": 48878818.680719234,
        "mobile_availability": 934528.6231475475,
        "mobile_accuracy": 668418.0616409774,
        "soft_acc_blocks": [
          24.86067238235294
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.055174099882055,
        "mobile_acc_per_sec": 162802.82658866476
      },
      "started": "2026-08-18T09:29:38.114480289+10:00",
      "ended": "2026-08-18T09:29:42.220573762+10:00"
    },
    {
      "cell": {
        "id": "int|none|MeshTweenSplit|cnn|simd",
        "dtype": 21,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4184,
        "total_correct": 3315,
        "total_train": 227,
        "infer_ms": 842.475133,
        "train_ms": 1711.565823,
        "blocked_train": 1711565823,
        "duration": 4213497170,
        "avg_accuracy": 10,
        "soft_acc": 25.034004999999997,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 992.9993616205514,
        "availability": 32.98596802141493,
        "score": 81.99899650041313,
        "zero_downtime": 8.257708883779411,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 50140176,
        "heap_mib": 47.81739807128906,
        "mobile_score": 35123.439442163886,
        "mobile_throughput": 425341.2167527089,
        "mobile_availability": 14129.205230401625,
        "mobile_accuracy": 10723.062429281044,
        "soft_acc_blocks": [
          25.034004999999997
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.94138407834744,
        "mobile_acc_per_sec": 2544.931679467829
      },
      "started": "2026-08-18T09:29:48.146214999+10:00",
      "ended": "2026-08-18T09:29:52.409056249+10:00"
    },
    {
      "cell": {
        "id": "uint|none|MeshTweenSplit|cnn|simd",
        "dtype": 22,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5016,
        "total_correct": 3390,
        "total_train": 245,
        "infer_ms": 864.546307,
        "train_ms": 1554.900549,
        "blocked_train": 1554900549,
        "duration": 4176534616,
        "avg_accuracy": 28.365384615384617,
        "soft_acc": 25.244807576923076,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1200.9956725329343,
        "availability": 35.733221618652486,
        "score": 108.33921392294315,
        "zero_downtime": 9.020783038664298,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 39238032,
        "heap_mib": 37.42030334472656,
        "mobile_score": 46254.8451052378,
        "mobile_throughput": 512758.6475252012,
        "mobile_availability": 15256.106918566837,
        "mobile_accuracy": 10778.134914405411,
        "soft_acc_blocks": [
          25.244807576923076
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.132102771,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.044438726836373,
        "mobile_acc_per_sec": 2580.6406280257233
      },
      "started": "2026-08-18T09:29:58.393220008+10:00",
      "ended": "2026-08-18T09:30:02.570087852+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|MeshTweenSplit|cnn|simd",
        "dtype": 23,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4344,
        "total_correct": 3179,
        "total_train": 234,
        "infer_ms": 943.089475,
        "train_ms": 1721.973233,
        "blocked_train": 1721973233,
        "duration": 4337334889,
        "avg_accuracy": 42.5,
        "soft_acc": 25.52677225,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1001.5366835097062,
        "availability": 35.38714012878679,
        "score": 90.47075827747682,
        "zero_downtime": 9.03319466646376,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 27579120,
        "heap_mib": 26.301498413085938,
        "mobile_score": 38626.004003079615,
        "mobile_throughput": 427600.704172587,
        "mobile_availability": 15108.349286515773,
        "mobile_accuracy": 10898.518216130293,
        "soft_acc_blocks": [
          25.52677225
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073116146,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.88535884437675,
        "mobile_acc_per_sec": 2512.722327199184
      },
      "started": "2026-08-18T09:30:08.044647615+10:00",
      "ended": "2026-08-18T09:30:12.39386536+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|MeshTweenSplit|cnn|simd",
        "dtype": 24,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4400,
        "total_correct": 3611,
        "total_train": 262,
        "infer_ms": 805.442795,
        "train_ms": 1728.268288,
        "blocked_train": 1728268288,
        "duration": 4215828283,
        "avg_accuracy": 25.625,
        "soft_acc": 25.34741645,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1043.6857729103099,
        "availability": 31.789054419193224,
        "score": 84.09711036672257,
        "zero_downtime": 8.057704009150035,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 28036376,
        "heap_mib": 26.737571716308594,
        "mobile_score": 36022.14526139563,
        "mobile_throughput": 447052.22753888933,
        "mobile_availability": 13616.519414485276,
        "mobile_accuracy": 10857.30904880523,
        "soft_acc_blocks": [
          25.34741645
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073235728,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.012440438385853,
        "mobile_acc_per_sec": 2575.3679514382698
      },
      "started": "2026-08-18T09:30:18.121030425+10:00",
      "ended": "2026-08-18T09:30:22.337157301+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|MeshTweenSplit|cnn|simd",
        "dtype": 25,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4232,
        "total_correct": 3536,
        "total_train": 225,
        "infer_ms": 777.801463,
        "train_ms": 1752.407936,
        "blocked_train": 1752407936,
        "duration": 4202633839,
        "avg_accuracy": 32.5,
        "soft_acc": 24.896517449999997,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1006.9875611640218,
        "availability": 30.740596541432733,
        "score": 77.06816149431253,
        "zero_downtime": 7.653337982171896,
        "weight_bytes": 4896,
        "weight_mib": 0.004669189453125,
        "heap_bytes": 31404192,
        "heap_mib": 29.949371337890625,
        "mobile_score": 16505.683110102178,
        "mobile_throughput": 215666.46015831808,
        "mobile_availability": 6583.711552089332,
        "mobile_accuracy": 5332.085515043137,
        "soft_acc_blocks": [
          24.896517449999997
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073576717,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.924027265702507,
        "mobile_acc_per_sec": 1268.7485323041813
      },
      "started": "2026-08-18T09:30:27.887226105+10:00",
      "ended": "2026-08-18T09:30:32.090226193+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|MeshTweenSplit|cnn|simd",
        "dtype": 26,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3944,
        "total_correct": 1089,
        "total_train": 232,
        "infer_ms": 828.852047,
        "train_ms": 1812.041062,
        "blocked_train": 1812041062,
        "duration": 4170208890,
        "avg_accuracy": 8.552631578947368,
        "soft_acc": 24.585537789473687,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 945.7559810630974,
        "availability": 31.385293262166638,
        "score": 72.97683096553773,
        "zero_downtime": 7.716243135307118,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 27407176,
        "heap_mib": 26.13751983642578,
        "mobile_score": 500142.17978117446,
        "mobile_throughput": 6481679.892805349,
        "mobile_availability": 215097.1586122199,
        "mobile_accuracy": 168495.45668715792,
        "soft_acc_blocks": [
          24.585537789473687
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.895517092304143,
        "mobile_acc_per_sec": 40404.56033058764
      },
      "started": "2026-08-18T09:30:37.579849904+10:00",
      "ended": "2026-08-18T09:30:41.753412905+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|MeshTweenSplit|cnn|simd",
        "dtype": 27,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2672,
        "total_correct": 1513,
        "total_train": 182,
        "infer_ms": 826.613492,
        "train_ms": 1835.634575,
        "blocked_train": 1835634575,
        "duration": 4235397513,
        "avg_accuracy": 29.464285714285715,
        "soft_acc": 25.283196,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 630.8734875058705,
        "availability": 31.0494541153516,
        "score": 49.52542568800273,
        "zero_downtime": 7.850294340914411,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 49076776,
        "heap_mib": 46.803260803222656,
        "mobile_score": 225787.70767923107,
        "mobile_throughput": 2876168.6871085027,
        "mobile_availability": 141555.27129764747,
        "mobile_accuracy": 115266.75012563479,
        "soft_acc_blocks": [
          25.283196
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.113933613,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.969497767894638,
        "mobile_acc_per_sec": 27215.09604986038
      },
      "started": "2026-08-18T09:30:47.556072547+10:00",
      "ended": "2026-08-18T09:30:51.798920576+10:00"
    },
    {
      "cell": {
        "id": "int6|none|MeshTweenSplit|cnn|simd",
        "dtype": 28,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2640,
        "total_correct": 1393,
        "total_train": 182,
        "infer_ms": 837.961761,
        "train_ms": 1842.053875,
        "blocked_train": 1842053875,
        "duration": 4139909798,
        "avg_accuracy": 14.772727272727273,
        "soft_acc": 25.00657909090909,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 637.6950534708245,
        "availability": 31.26704746583799,
        "score": 49.86022170909464,
        "zero_downtime": 7.818818953936862,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 28628056,
        "heap_mib": 27.301841735839844,
        "mobile_score": 227314.05147319834,
        "mobile_throughput": 2907268.384296623,
        "mobile_availability": 142547.2850588632,
        "mobile_accuracy": 114005.64642099604,
        "soft_acc_blocks": [
          25.00657909090909
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.040368102461997,
        "mobile_acc_per_sec": 27538.19575394431
      },
      "started": "2026-08-18T09:30:57.845458957+10:00",
      "ended": "2026-08-18T09:31:01.985794589+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|MeshTweenSplit|cnn|simd",
        "dtype": 29,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2968,
        "total_correct": 1690,
        "total_train": 180,
        "infer_ms": 809.890122,
        "train_ms": 1800.651498,
        "blocked_train": 1800651498,
        "duration": 4140374775,
        "avg_accuracy": 26.923076923076923,
        "soft_acc": 25.052323230769233,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 716.8433200591123,
        "availability": 31.02383489292923,
        "score": 55.7144348441254,
        "zero_downtime": 7.772191395956801,
        "weight_bytes": 238,
        "weight_mib": 0.0002269744873046875,
        "heap_bytes": 31639104,
        "heap_mib": 30.17340087890625,
        "mobile_score": 245465.62702148585,
        "mobile_throughput": 3158255.046950856,
        "mobile_availability": 136684.23822137882,
        "mobile_accuracy": 110375.0625379289,
        "soft_acc_blocks": [
          25.052323230769233
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071757029,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.050738059278519,
        "mobile_acc_per_sec": 26658.229879185008
      },
      "started": "2026-08-18T09:31:07.642360625+10:00",
      "ended": "2026-08-18T09:31:11.783139567+10:00"
    },
    {
      "cell": {
        "id": "int5|none|MeshTweenSplit|cnn|simd",
        "dtype": 30,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3160,
        "total_correct": 1415,
        "total_train": 193,
        "infer_ms": 885.274685,
        "train_ms": 1792.443582,
        "blocked_train": 1792443582,
        "duration": 4174407381,
        "avg_accuracy": 45.19230769230769,
        "soft_acc": 25.050980923076924,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 756.9936787633329,
        "availability": 33.06078521814857,
        "score": 62.69460252695052,
        "zero_downtime": 8.282050998017832,
        "weight_bytes": 192,
        "weight_mib": 0.00018310546875,
        "heap_bytes": 27617656,
        "heap_mib": 26.33824920654297,
        "mobile_score": 342396.1226005191,
        "mobile_throughput": 4134194.8109528157,
        "mobile_availability": 180555.9683380487,
        "mobile_accuracy": 136811.75714789744,
        "soft_acc_blocks": [
          25.050980923076924
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.081777698,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.0010867739209095,
        "mobile_acc_per_sec": 32773.93523464006
      },
      "started": "2026-08-18T09:31:17.36084188+10:00",
      "ended": "2026-08-18T09:31:21.535669158+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|MeshTweenSplit|cnn|simd",
        "dtype": 31,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2992,
        "total_correct": 1473,
        "total_train": 208,
        "infer_ms": 752.072901,
        "train_ms": 1830.270421,
        "blocked_train": 1830270421,
        "duration": 4053874326,
        "avg_accuracy": 33.92857142857143,
        "soft_acc": 25.21474464285714,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 738.0593869944256,
        "availability": 29.123660459583153,
        "score": 54.19907088083137,
        "zero_downtime": 7.343456615536646,
        "weight_bytes": 200,
        "weight_mib": 0.00019073486328125,
        "heap_bytes": 28869272,
        "heap_mib": 27.531883239746094,
        "mobile_score": 284159.22473969316,
        "mobile_throughput": 3869556.7988853343,
        "mobile_availability": 152691.8569503393,
        "mobile_accuracy": 132197.88039314284,
        "soft_acc_blocks": [
          25.21474464285714
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.074421714,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.219912758799505,
        "mobile_acc_per_sec": 32610.256204854748
      },
      "started": "2026-08-18T09:31:27.199835853+10:00",
      "ended": "2026-08-18T09:31:31.254120231+10:00"
    },
    {
      "cell": {
        "id": "int3|none|MeshTweenSplit|cnn|simd",
        "dtype": 32,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3464,
        "total_correct": 782,
        "total_train": 196,
        "infer_ms": 891.917436,
        "train_ms": 1851.591486,
        "blocked_train": 1851591486,
        "duration": 4345712619,
        "avg_accuracy": 40.17857142857143,
        "soft_acc": 25.063043642857142,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 797.1074720530202,
        "availability": 32.510097884055654,
        "score": 64.94847641189814,
        "zero_downtime": 8.148020021016444,
        "weight_bytes": 115,
        "weight_mib": 0.00010967254638671875,
        "heap_bytes": 34625856,
        "heap_mib": 33.02178955078125,
        "mobile_score": 592203.5965398479,
        "mobile_throughput": 7268067.518395371,
        "mobile_availability": 296428.7686858395,
        "mobile_accuracy": 228526.13957263104,
        "soft_acc_blocks": [
          25.063043642857142
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.079515928,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.767303510425051,
        "mobile_acc_per_sec": 52586.57431084746
      },
      "started": "2026-08-18T09:31:36.95400317+10:00",
      "ended": "2026-08-18T09:31:41.300070945+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|MeshTweenSplit|cnn|simd",
        "dtype": 33,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4176,
        "total_correct": 966,
        "total_train": 227,
        "infer_ms": 896.29257,
        "train_ms": 1760.152001,
        "blocked_train": 1760152001,
        "duration": 4082487227,
        "avg_accuracy": 14.84375,
        "soft_acc": 24.7058593125,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1022.9058335765371,
        "availability": 33.74030761961643,
        "score": 85.26772133971816,
        "zero_downtime": 8.335832932107152,
        "weight_bytes": 123,
        "weight_mib": 0.00011730194091796875,
        "heap_bytes": 28088824,
        "heap_mib": 26.78759002685547,
        "mobile_score": 726908.0176546042,
        "mobile_throughput": 8720280.54754757,
        "mobile_availability": 287636.39676867414,
        "mobile_accuracy": 210617.6514997073,
        "soft_acc_blocks": [
          24.7058593125
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.0516684900089714,
        "mobile_acc_per_sec": 51590.523077883314
      },
      "started": "2026-08-18T09:31:47.190947193+10:00",
      "ended": "2026-08-18T09:31:51.273834421+10:00"
    },
    {
      "cell": {
        "id": "float64|none|MeshTweenSplit|bicameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1296,
        "total_correct": 309,
        "total_train": 77,
        "infer_ms": 972.004029,
        "train_ms": 1821.196119,
        "blocked_train": 1821196119,
        "duration": 4224685949,
        "avg_accuracy": 9.375,
        "soft_acc": 24.99628925,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 306.7683647128299,
        "availability": 34.798939477931036,
        "score": 26.68407308851909,
        "zero_downtime": 8.698443567836081,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 31782152,
        "heap_mib": 30.30982208251953,
        "mobile_score": 220.55333761245896,
        "mobile_throughput": 2535.549445052342,
        "mobile_availability": 287.6255893083224,
        "mobile_accuracy": 206.60320498019928,
        "soft_acc_blocks": [
          24.99628925
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.916721278635332,
        "mobile_acc_per_sec": 48.903801956948556
      },
      "started": "2026-08-18T09:31:57.032798345+10:00",
      "ended": "2026-08-18T09:32:01.260484083+10:00"
    },
    {
      "cell": {
        "id": "float32|none|MeshTweenSplit|bicameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2784,
        "total_correct": 882,
        "total_train": 127,
        "infer_ms": 737.709688,
        "train_ms": 1716.681923,
        "blocked_train": 1716681923,
        "duration": 4334248548,
        "avg_accuracy": 25,
        "soft_acc": 25.000584636363637,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 642.325877062277,
        "availability": 30.056723005968585,
        "score": 48.26665612736423,
        "zero_downtime": 7.514356474024558,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 28571568,
        "heap_mib": 27.247970581054688,
        "mobile_score": 797.8820976069976,
        "mobile_throughput": 10618.102832426128,
        "mobile_availability": 496.85897311619556,
        "mobile_accuracy": 413.2774157469359,
        "soft_acc_blocks": [
          25.000584636363637
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.096742788,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.768147433053865,
        "mobile_acc_per_sec": 95.35157275132251
      },
      "started": "2026-08-18T09:32:07.336618351+10:00",
      "ended": "2026-08-18T09:32:11.673100959+10:00"
    },
    {
      "cell": {
        "id": "float16|none|MeshTweenSplit|bicameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 872,
        "total_correct": 213,
        "total_train": 53,
        "infer_ms": 1039.322142,
        "train_ms": 1724.664617,
        "blocked_train": 1724664617,
        "duration": 4236587093,
        "avg_accuracy": 22.5,
        "soft_acc": 25.003066,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 205.82605310788546,
        "availability": 37.60228368011513,
        "score": 19.351197034089804,
        "zero_downtime": 9.401723806046414,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 36961144,
        "heap_mib": 35.24889373779297,
        "mobile_score": 639.7780546480562,
        "mobile_throughput": 6804.901610028191,
        "mobile_availability": 1243.1848975961786,
        "mobile_accuracy": 826.6368688994829,
        "soft_acc_blocks": [
          25.003066
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.901699988963263,
        "mobile_acc_per_sec": 195.11858265945082
      },
      "started": "2026-08-18T09:32:17.512761788+10:00",
      "ended": "2026-08-18T09:32:21.795979312+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|MeshTweenSplit|bicameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1080,
        "total_correct": 308,
        "total_train": 71,
        "infer_ms": 804.753989,
        "train_ms": 1919.894241,
        "blocked_train": 1919894241,
        "duration": 4216313129,
        "avg_accuracy": 9.375,
        "soft_acc": 24.999828,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 256.1479584074791,
        "availability": 29.536069285538563,
        "score": 18.913879488795217,
        "zero_downtime": 7.38396651934547,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 31623856,
        "heap_mib": 30.158859252929688,
        "mobile_score": 625.3197155644764,
        "mobile_throughput": 8468.615261542465,
        "mobile_availability": 976.5043948528466,
        "mobile_accuracy": 826.529816021188,
        "soft_acc_blocks": [
          24.999828
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.9293100951279,
        "mobile_acc_per_sec": 196.03141197845986
      },
      "started": "2026-08-18T09:32:27.404490401+10:00",
      "ended": "2026-08-18T09:32:31.62361233+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|MeshTweenSplit|bicameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1048,
        "total_correct": 254,
        "total_train": 68,
        "infer_ms": 977.928371,
        "train_ms": 1884.340147,
        "blocked_train": 1884340147,
        "duration": 4095181226,
        "avg_accuracy": 18.75,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 255.91053049040323,
        "availability": 34.166199462072974,
        "score": 21.85872557295006,
        "zero_downtime": 8.541549865518244,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 32655184,
        "heap_mib": 31.142410278320312,
        "mobile_score": 1445.3610181852493,
        "mobile_throughput": 16921.53111486348,
        "mobile_availability": 2259.166147505526,
        "mobile_accuracy": 1653.0710051708916,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.1047359372710694,
        "mobile_acc_per_sec": 403.6624788851021
      },
      "started": "2026-08-18T09:32:37.679025895+10:00",
      "ended": "2026-08-18T09:32:41.77727639+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|MeshTweenSplit|bicameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 768,
        "total_correct": 197,
        "total_train": 55,
        "infer_ms": 786.158171,
        "train_ms": 1942.300719,
        "blocked_train": 1942300719,
        "duration": 4317173370,
        "avg_accuracy": 31.25,
        "soft_acc": 25.00070025,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 177.89417616091708,
        "availability": 28.813267954350597,
        "score": 12.814640341129762,
        "zero_downtime": 7.2035187534965,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 26999560,
        "heap_mib": 25.74878692626953,
        "mobile_score": 847.3404155845933,
        "mobile_throughput": 11762.868184014995,
        "mobile_availability": 1905.2151127822633,
        "mobile_accuracy": 1653.1173076897467,
        "soft_acc_blocks": [
          25.00070025
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072618587,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.790988247942427,
        "mobile_acc_per_sec": 382.9165905583603
      },
      "started": "2026-08-18T09:32:47.805036302+10:00",
      "ended": "2026-08-18T09:32:52.125363367+10:00"
    },
    {
      "cell": {
        "id": "int64|none|MeshTweenSplit|bicameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 720,
        "total_correct": 167,
        "total_train": 58,
        "infer_ms": 840.964832,
        "train_ms": 1931.475294,
        "blocked_train": 1931475294,
        "duration": 4525526512,
        "avg_accuracy": 29.166666666666668,
        "soft_acc": 25.000971333333336,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 159.09751011088542,
        "availability": 30.333020508302948,
        "score": 12.065238849067555,
        "zero_downtime": 7.5835497618149414,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 28210616,
        "heap_mib": 26.90373992919922,
        "mobile_score": 99.72348255927497,
        "mobile_throughput": 1314.9974047959374,
        "mobile_availability": 250.71318350764813,
        "mobile_accuracy": 206.6419040612099,
        "soft_acc_blocks": [
          25.000971333333336
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072408118,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.524433735398551,
        "mobile_acc_per_sec": 45.661406139876334
      },
      "started": "2026-08-18T09:32:57.937432175+10:00",
      "ended": "2026-08-18T09:33:02.479892266+10:00"
    },
    {
      "cell": {
        "id": "int32|none|MeshTweenSplit|bicameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 728,
        "total_correct": 176,
        "total_train": 53,
        "infer_ms": 861.57746,
        "train_ms": 1926.027327,
        "blocked_train": 1926027327,
        "duration": 4126126245,
        "avg_accuracy": 12.5,
        "soft_acc": 24.999489333333333,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 176.43667613955907,
        "availability": 30.90744656552349,
        "score": 13.632739372843705,
        "zero_downtime": 7.726703807353744,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 28707152,
        "heap_mib": 27.377273559570312,
        "mobile_score": 225.35886178299535,
        "mobile_throughput": 2916.6235357503197,
        "mobile_availability": 510.92203761335537,
        "mobile_accuracy": 413.2593096101232,
        "soft_acc_blocks": [
          24.999489333333333
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.058828026318262,
        "mobile_acc_per_sec": 100.15672935623499
      },
      "started": "2026-08-18T09:33:08.431836348+10:00",
      "ended": "2026-08-18T09:33:12.561167695+10:00"
    },
    {
      "cell": {
        "id": "int16|none|MeshTweenSplit|bicameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 776,
        "total_correct": 197,
        "total_train": 53,
        "infer_ms": 930.655115,
        "train_ms": 1918.61706,
        "blocked_train": 1918617060,
        "duration": 4310361230,
        "avg_accuracy": 68.75,
        "soft_acc": 25.00644825,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 180.03131491603548,
        "availability": 32.66290680004974,
        "score": 14.704656944630443,
        "zero_downtime": 8.167832885900168,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 29695256,
        "heap_mib": 28.319602966308594,
        "mobile_score": 486.1568407230676,
        "mobile_throughput": 5952.090934209762,
        "mobile_availability": 1079.8820835152276,
        "mobile_accuracy": 826.7486908876276,
        "soft_acc_blocks": [
          25.00644825
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.104644184,
        "time_to_acc50_sec": 0.104644184,
        "acc_per_sec": 5.8014739173032135,
        "mobile_acc_per_sec": 191.80496639898266
      },
      "started": "2026-08-18T09:33:18.239073225+10:00",
      "ended": "2026-08-18T09:33:22.552616484+10:00"
    },
    {
      "cell": {
        "id": "int8|none|MeshTweenSplit|bicameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2184,
        "total_correct": 556,
        "total_train": 126,
        "infer_ms": 531.664663,
        "train_ms": 1815.437916,
        "blocked_train": 1815437916,
        "duration": 4220685921,
        "avg_accuracy": 41.25,
        "soft_acc": 25.0010719,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 517.4514381971707,
        "availability": 22.65195683209208,
        "score": 29.304475506687893,
        "zero_downtime": 5.663232014348303,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 24890296,
        "heap_mib": 23.73723602294922,
        "mobile_score": 1937.6951512738533,
        "mobile_throughput": 34215.35876270882,
        "mobile_availability": 1497.811721980564,
        "mobile_accuracy": 1653.1418822433093,
        "soft_acc_blocks": [
          25.0010719
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.090037582,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.923461818281076,
        "mobile_acc_per_sec": 391.6761192814919
      },
      "started": "2026-08-18T09:33:28.251927909+10:00",
      "ended": "2026-08-18T09:33:32.478176169+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|MeshTweenSplit|bicameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 720,
        "total_correct": 212,
        "total_train": 54,
        "infer_ms": 857.664443,
        "train_ms": 1940.729008,
        "blocked_train": 1940729008,
        "duration": 4401961273,
        "avg_accuracy": 16.666666666666668,
        "soft_acc": 24.999131000000002,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 163.5634562294342,
        "availability": 30.648458053441896,
        "score": 12.53198369141398,
        "zero_downtime": 7.661848178259991,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 31550160,
        "heap_mib": 30.088577270507812,
        "mobile_score": 103.56496746010613,
        "mobile_throughput": 1351.6969411370637,
        "mobile_availability": 253.28045736141587,
        "mobile_accuracy": 206.594123667728,
        "soft_acc_blocks": [
          24.999131000000002
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.679089262628322,
        "mobile_acc_per_sec": 46.93229014414548
      },
      "started": "2026-08-18T09:33:38.153828421+10:00",
      "ended": "2026-08-18T09:33:42.55963969+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|MeshTweenSplit|bicameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 744,
        "total_correct": 187,
        "total_train": 55,
        "infer_ms": 865.760832,
        "train_ms": 1959.988042,
        "blocked_train": 1959988042,
        "duration": 4210724955,
        "avg_accuracy": 20.833333333333332,
        "soft_acc": 25.000329333333337,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 176.69166425048536,
        "availability": 30.638279288225245,
        "score": 13.533999678559724,
        "zero_downtime": 7.659670724122768,
        "weight_bytes": 63452,
        "weight_mib": 0.060512542724609375,
        "heap_bytes": 33589976,
        "heap_mib": 32.033897399902344,
        "mobile_score": 223.65610614236653,
        "mobile_throughput": 2919.9180251704743,
        "mobile_availability": 506.3128718232692,
        "mobile_accuracy": 413.14293215390114,
        "soft_acc_blocks": [
          25.000329333333337
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.9372981138667935,
        "mobile_acc_per_sec": 98.11681754784698
      },
      "started": "2026-08-18T09:33:48.349683592+10:00",
      "ended": "2026-08-18T09:33:52.563674743+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|MeshTweenSplit|bicameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 752,
        "total_correct": 174,
        "total_train": 49,
        "infer_ms": 994.73822,
        "train_ms": 1930.118582,
        "blocked_train": 1930118582,
        "duration": 4335485457,
        "avg_accuracy": 20.833333333333332,
        "soft_acc": 24.999375333333333,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 173.45231749903203,
        "availability": 34.009809277493645,
        "score": 14.747332096324584,
        "zero_downtime": 8.502239871431458,
        "weight_bytes": 31736,
        "weight_mib": 0.03026580810546875,
        "heap_bytes": 28068896,
        "heap_mib": 26.768585205078125,
        "mobile_score": 487.26047706817644,
        "mobile_throughput": 5730.966009385714,
        "mobile_availability": 1123.7039883084565,
        "mobile_accuracy": 825.9939812681287,
        "soft_acc_blocks": [
          24.999375333333333
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.766222855844153,
        "mobile_acc_per_sec": 190.519375387246
      },
      "started": "2026-08-18T09:33:58.37581355+10:00",
      "ended": "2026-08-18T09:34:02.714514056+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|MeshTweenSplit|bicameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1240,
        "total_correct": 294,
        "total_train": 84,
        "infer_ms": 612.209902,
        "train_ms": 1910.483744,
        "blocked_train": 1910483744,
        "duration": 4209939608,
        "avg_accuracy": 14.285714285714286,
        "soft_acc": 24.996091142857143,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 294.541042261906,
        "availability": 24.26810338111107,
        "score": 17.86708712647594,
        "zero_downtime": 6.066077239785319,
        "weight_bytes": 15878,
        "weight_mib": 0.015142440795898438,
        "heap_bytes": 27627000,
        "heap_mib": 26.34716033935547,
        "mobile_score": 1179.9344218876204,
        "mobile_throughput": 19451.3583531188,
        "mobile_availability": 1602.6546650051596,
        "mobile_accuracy": 1650.730650347183,
        "soft_acc_blocks": [
          24.996091142857143
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.937398982008661,
        "mobile_acc_per_sec": 392.10316632817194
      },
      "started": "2026-08-18T09:34:08.509238009+10:00",
      "ended": "2026-08-18T09:34:12.722724437+10:00"
    },
    {
      "cell": {
        "id": "int4|none|MeshTweenSplit|bicameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2072,
        "total_correct": 619,
        "total_train": 113,
        "infer_ms": 619.112596,
        "train_ms": 1822.733088,
        "blocked_train": 1822733088,
        "duration": 4336288233,
        "avg_accuracy": 36.53846153846154,
        "soft_acc": 25.00210969230769,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 477.82801526699154,
        "availability": 25.35428835887076,
        "score": 30.29002910253575,
        "zero_downtime": 6.339106987188867,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 28284488,
        "heap_mib": 26.97418975830078,
        "mobile_score": 4005.725508414747,
        "mobile_throughput": 63190.69099969743,
        "mobile_availability": 3352.99511542329,
        "mobile_accuracy": 3306.4210080364774,
        "soft_acc_blocks": [
          25.00210969230769
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.092169453,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.765785932318049,
        "mobile_acc_per_sec": 762.5002837389746
      },
      "started": "2026-08-18T09:34:18.939571549+10:00",
      "ended": "2026-08-18T09:34:23.279387226+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|MeshTweenSplit|bicameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 664,
        "total_correct": 162,
        "total_train": 54,
        "infer_ms": 854.464317,
        "train_ms": 1955.70932,
        "blocked_train": 1955709320,
        "duration": 4121561315,
        "avg_accuracy": 33.333333333333336,
        "soft_acc": 25.001024,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 161.10399658096557,
        "availability": 30.406103941398552,
        "score": 12.24686377453311,
        "zero_downtime": 7.601837343853998,
        "weight_bytes": 7949,
        "weight_mib": 0.007580757141113281,
        "heap_bytes": 28867544,
        "heap_mib": 27.530235290527344,
        "mobile_score": 1615.5198678129111,
        "mobile_throughput": 21251.702644217203,
        "mobile_availability": 4010.958717631894,
        "mobile_accuracy": 3297.95870446899,
        "soft_acc_blocks": [
          25.001024
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072801812,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 6.0659109714106005,
        "mobile_acc_per_sec": 800.1721804953884
      },
      "started": "2026-08-18T09:34:29.202509615+10:00",
      "ended": "2026-08-18T09:34:33.327510928+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|MeshTweenSplit|bicameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 856,
        "total_correct": 211,
        "total_train": 64,
        "infer_ms": 603.295157,
        "train_ms": 1868.509537,
        "blocked_train": 1868509537,
        "duration": 4374770144,
        "avg_accuracy": 28.125,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 195.66742293283787,
        "availability": 24.407072228013174,
        "score": 11.939172310477439,
        "zero_downtime": 6.101768057003294,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 45351696,
        "heap_mib": 43.25074768066406,
        "mobile_score": 1578.9039657751532,
        "mobile_throughput": 25876.17148054274,
        "mobile_availability": 3227.7298736992234,
        "mobile_accuracy": 3306.142010341783,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.144289199,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.714585950141292,
        "mobile_acc_per_sec": 755.7293072588417
      },
      "started": "2026-08-18T09:34:39.394944211+10:00",
      "ended": "2026-08-18T09:34:43.778730753+10:00"
    },
    {
      "cell": {
        "id": "int2|none|MeshTweenSplit|bicameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2016,
        "total_correct": 345,
        "total_train": 110,
        "infer_ms": 555.506232,
        "train_ms": 1862.161523,
        "blocked_train": 1862161523,
        "duration": 4396845889,
        "avg_accuracy": 1.5625,
        "soft_acc": 24.995484375,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 458.51049841060285,
        "availability": 22.9769467227725,
        "score": 26.33317094624336,
        "zero_downtime": 5.743199127942675,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 29720376,
        "heap_mib": 28.34355926513672,
        "mobile_score": 6964.017921343778,
        "mobile_throughput": 121256.7728578553,
        "mobile_availability": 6076.437550259243,
        "mobile_accuracy": 6610.2559959646915,
        "soft_acc_blocks": [
          24.995484375
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.684867062894686,
        "mobile_acc_per_sec": 1503.4086167318683
      },
      "started": "2026-08-18T09:34:49.524956789+10:00",
      "ended": "2026-08-18T09:34:53.94017412+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|MeshTweenSplit|bicameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 720,
        "total_correct": 78,
        "total_train": 48,
        "infer_ms": 971.146187,
        "train_ms": 1926.189947,
        "blocked_train": 1926189947,
        "duration": 4324499789,
        "avg_accuracy": 33.333333333333336,
        "soft_acc": 24.99821,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 166.4932443357786,
        "availability": 33.51858887216018,
        "score": 13.950547586477056,
        "zero_downtime": 8.379047235299232,
        "weight_bytes": 3985,
        "weight_mib": 0.0038003921508789062,
        "heap_bytes": 34369200,
        "heap_mib": 32.77702331542969,
        "mobile_score": 3670.817913685763,
        "mobile_throughput": 43809.49063303222,
        "mobile_availability": 8819.771102939581,
        "mobile_accuracy": 6577.797502875785,
        "soft_acc_blocks": [
          24.99821
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.088634142,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.780601507620978,
        "mobile_acc_per_sec": 1521.0539539410727
      },
      "started": "2026-08-18T09:34:59.640403403+10:00",
      "ended": "2026-08-18T09:35:03.975862193+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|MeshTweenSplit|bicameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2040,
        "total_correct": 361,
        "total_train": 108,
        "infer_ms": 529.109279,
        "train_ms": 1773.60507,
        "blocked_train": 1773605070,
        "duration": 4381489463,
        "avg_accuracy": 7.638888888888889,
        "soft_acc": 24.99750872222222,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 465.5950943684832,
        "availability": 22.97763416594752,
        "score": 26.74301913248219,
        "zero_downtime": 5.743836104793044,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 49287640,
        "heap_mib": 47.004356384277344,
        "mobile_score": 7072.405556081121,
        "mobile_throughput": 123130.35098928794,
        "mobile_availability": 6076.619350111623,
        "mobile_accuracy": 6610.791350797702,
        "soft_acc_blocks": [
          24.99750872222222
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.705253643382371,
        "mobile_acc_per_sec": 1508.8000111887297
      },
      "started": "2026-08-18T09:35:09.874809302+10:00",
      "ended": "2026-08-18T09:35:14.259341054+10:00"
    },
    {
      "cell": {
        "id": "binary|none|MeshTweenSplit|bicameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1968,
        "total_correct": 303,
        "total_train": 112,
        "infer_ms": 543.778699,
        "train_ms": 1878.282947,
        "blocked_train": 1878282947,
        "duration": 4419547955,
        "avg_accuracy": 14.0625,
        "soft_acc": 24.97201325,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 445.29441020625836,
        "availability": 22.451067663700577,
        "score": 24.965358043174994,
        "zero_downtime": 5.606483591745773,
        "weight_bytes": 1983,
        "weight_mib": 0.0018911361694335938,
        "heap_bytes": 31652616,
        "heap_mib": 30.18628692626953,
        "mobile_score": 13201.24824784683,
        "mobile_throughput": 235463.9593930598,
        "mobile_availability": 11871.735111715832,
        "mobile_accuracy": 13204.767405765002,
        "soft_acc_blocks": [
          24.97201325
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.65035462999066,
        "mobile_acc_per_sec": 2987.8095090756865
      },
      "started": "2026-08-18T09:35:20.181503434+10:00",
      "ended": "2026-08-18T09:35:24.639701459+10:00"
    },
    {
      "cell": {
        "id": "int|none|MeshTweenSplit|bicameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 568,
        "total_correct": 145,
        "total_train": 47,
        "infer_ms": 856.267212,
        "train_ms": 1915.516181,
        "blocked_train": 1915516181,
        "duration": 4387198228,
        "avg_accuracy": 18.75,
        "soft_acc": 24.99722,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 129.4675942324437,
        "availability": 30.892284518424493,
        "score": 9.997762517529031,
        "zero_downtime": 7.72221232409651,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 28166984,
        "heap_mib": 26.86212921142578,
        "mobile_score": 82.6350566715579,
        "mobile_throughput": 1070.0956306744142,
        "mobile_availability": 255.33569910448577,
        "mobile_accuracy": 206.61089795938958,
        "soft_acc_blocks": [
          24.99722
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.697763971653391,
        "mobile_acc_per_sec": 47.094042079237816
      },
      "started": "2026-08-18T09:35:30.38546845+10:00",
      "ended": "2026-08-18T09:35:34.775857196+10:00"
    },
    {
      "cell": {
        "id": "uint|none|MeshTweenSplit|bicameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 552,
        "total_correct": 124,
        "total_train": 43,
        "infer_ms": 818.639746,
        "train_ms": 1854.972009,
        "blocked_train": 1854972009,
        "duration": 4360704798,
        "avg_accuracy": 29.166666666666668,
        "soft_acc": 24.999622666666667,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 126.58504199898375,
        "availability": 30.619245463333925,
        "score": 9.689699930304915,
        "zero_downtime": 7.654695829213933,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 49636480,
        "heap_mib": 47.3370361328125,
        "mobile_score": 80.07618607641157,
        "mobile_throughput": 1046.1053954724503,
        "mobile_availability": 253.03904299171555,
        "mobile_accuracy": 206.5981868267289,
        "soft_acc_blocks": [
          24.999622666666667
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.150749295,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.732931676120917,
        "mobile_acc_per_sec": 47.377246660100305
      },
      "started": "2026-08-18T09:35:40.839642637+10:00",
      "ended": "2026-08-18T09:35:45.203701963+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|MeshTweenSplit|bicameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 600,
        "total_correct": 166,
        "total_train": 39,
        "infer_ms": 1042.779226,
        "train_ms": 1872.062717,
        "blocked_train": 1872062717,
        "duration": 4215036005,
        "avg_accuracy": 37.5,
        "soft_acc": 25.0017145,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 142.34753849985202,
        "availability": 35.77481202726058,
        "score": 12.732014182593943,
        "zero_downtime": 8.944316365967351,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 53464048,
        "heap_mib": 50.98728942871094,
        "mobile_score": 105.21802988184189,
        "mobile_throughput": 1176.367489439337,
        "mobile_availability": 295.6449142232022,
        "mobile_accuracy": 206.61547384660003,
        "soft_acc_blocks": [
          25.0017145
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.135550557,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.931554195585098,
        "mobile_acc_per_sec": 49.01867353007345
      },
      "started": "2026-08-18T09:35:51.25774135+10:00",
      "ended": "2026-08-18T09:35:55.476381102+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|MeshTweenSplit|bicameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 664,
        "total_correct": 152,
        "total_train": 46,
        "infer_ms": 927.950216,
        "train_ms": 1914.79913,
        "blocked_train": 1914799130,
        "duration": 4300819039,
        "avg_accuracy": 29.166666666666668,
        "soft_acc": 25.001248,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 154.38919749443565,
        "availability": 32.64270264649636,
        "score": 12.599830616252232,
        "zero_downtime": 8.161083042553118,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 31981776,
        "heap_mib": 30.500198364257812,
        "mobile_score": 104.14207330895526,
        "mobile_throughput": 1276.0815294482702,
        "mobile_availability": 269.8035263766913,
        "mobile_accuracy": 206.64419080943372,
        "soft_acc_blocks": [
          25.001248
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.07314181,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.813136468493019,
        "mobile_acc_per_sec": 48.04763672583661
      },
      "started": "2026-08-18T09:36:01.623539968+10:00",
      "ended": "2026-08-18T09:36:05.927137911+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|MeshTweenSplit|bicameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 552,
        "total_correct": 128,
        "total_train": 40,
        "infer_ms": 807.0335,
        "train_ms": 1969.394962,
        "blocked_train": 1969394962,
        "duration": 4355351372,
        "avg_accuracy": 12.5,
        "soft_acc": 25.000841,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 126.74063533627567,
        "availability": 29.067325560358707,
        "score": 9.21033809796666,
        "zero_downtime": 7.26707584629764,
        "weight_bytes": 253728,
        "weight_mib": 0.241973876953125,
        "heap_bytes": 28340416,
        "heap_mib": 27.02752685546875,
        "mobile_score": 38.06335714392377,
        "mobile_throughput": 523.7781736283366,
        "mobile_availability": 120.1258827042293,
        "mobile_accuracy": 103.3204134049691,
        "soft_acc_blocks": [
          25.000841
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.740258101958713,
        "mobile_acc_per_sec": 23.722635576363114
      },
      "started": "2026-08-18T09:36:12.059836144+10:00",
      "ended": "2026-08-18T09:36:16.418170118+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|MeshTweenSplit|bicameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 496,
        "total_correct": 85,
        "total_train": 34,
        "infer_ms": 809.341926,
        "train_ms": 1931.190665,
        "blocked_train": 1931190665,
        "duration": 4288821574,
        "avg_accuracy": 31.25,
        "soft_acc": 25.0008975,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 115.64948353339915,
        "availability": 29.532286120511962,
        "score": 8.538790625073407,
        "zero_downtime": 7.383336582395922,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 31443752,
        "heap_mib": 29.987098693847656,
        "mobile_score": 1129.2181761227107,
        "mobile_throughput": 15294.144639364049,
        "mobile_availability": 3905.5172721783265,
        "mobile_accuracy": 3306.2607008399546,
        "soft_acc_blocks": [
          25.0008975
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.07455035,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.829316297875907,
        "mobile_acc_per_sec": 770.901900159103
      },
      "started": "2026-08-18T09:36:22.315350572+10:00",
      "ended": "2026-08-18T09:36:26.613402606+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|MeshTweenSplit|bicameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 296,
        "total_correct": 70,
        "total_train": 21,
        "infer_ms": 1010.433053,
        "train_ms": 2013.850219,
        "blocked_train": 2013850219,
        "duration": 4616604547,
        "avg_accuracy": 50,
        "soft_acc": 25.003465,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 64.11638618524283,
        "availability": 33.4106617047082,
        "score": 5.356169483621823,
        "zero_downtime": 8.353823105605116,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 34600648,
        "heap_mib": 32.99774932861328,
        "mobile_score": 472.2003339884174,
        "mobile_throughput": 5652.505781114612,
        "mobile_availability": 2945.486632560627,
        "mobile_accuracy": 2204.307492503783,
        "soft_acc_blocks": [
          25.003465
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.084478987,
        "time_to_acc50_sec": 0.084478987,
        "acc_per_sec": 5.415985871314873,
        "mobile_acc_per_sec": 477.47375155539464
      },
      "started": "2026-08-18T09:36:32.417649167+10:00",
      "ended": "2026-08-18T09:36:37.04893719+10:00"
    },
    {
      "cell": {
        "id": "int6|none|MeshTweenSplit|bicameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 280,
        "total_correct": 53,
        "total_train": 21,
        "infer_ms": 969.61298,
        "train_ms": 1970.933484,
        "blocked_train": 1970933484,
        "duration": 4334279162,
        "avg_accuracy": 37.5,
        "soft_acc": 25.00216,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 64.6012842123435,
        "availability": 32.97390440418492,
        "score": 5.32585153883261,
        "zero_downtime": 8.244188337381361,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 28547016,
        "heap_mib": 27.22455596923828,
        "mobile_score": 469.52750152874916,
        "mobile_throughput": 5695.2544303213635,
        "mobile_availability": 2906.982073694519,
        "mobile_accuracy": 2204.192443598453,
        "soft_acc_blocks": [
          25.00216
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.088852785,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.76847015743745,
        "mobile_acc_per_sec": 508.5487946700128
      },
      "started": "2026-08-18T09:36:42.937196781+10:00",
      "ended": "2026-08-18T09:36:47.276285573+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|MeshTweenSplit|bicameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 296,
        "total_correct": 84,
        "total_train": 23,
        "infer_ms": 998.037376,
        "train_ms": 2020.712492,
        "blocked_train": 2020712492,
        "duration": 4321418534,
        "avg_accuracy": 0,
        "soft_acc": 24.999006,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 68.49602686505254,
        "availability": 33.061280981892864,
        "score": 5.6611908779227615,
        "zero_downtime": 8.264991616340257,
        "weight_bytes": 11914,
        "weight_mib": 0.011362075805664062,
        "heap_bytes": 27513640,
        "heap_mib": 26.239051818847656,
        "mobile_score": 498.2532219245205,
        "mobile_throughput": 6028.478249626434,
        "mobile_availability": 2909.7923255723763,
        "mobile_accuracy": 2200.2146815054557,
        "soft_acc_blocks": [
          24.999006
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.784907387079763,
        "mobile_acc_per_sec": 509.14177004486737
      },
      "started": "2026-08-18T09:36:53.257938343+10:00",
      "ended": "2026-08-18T09:36:57.584777758+10:00"
    },
    {
      "cell": {
        "id": "int5|none|MeshTweenSplit|bicameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 132,
        "total_train": 21,
        "infer_ms": 1003.061218,
        "train_ms": 1996.186574,
        "blocked_train": 1996186574,
        "duration": 4545453318,
        "avg_accuracy": 56.25,
        "soft_acc": 25.0045525,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 72.16001948609167,
        "availability": 33.44375948781227,
        "score": 6.034354496710354,
        "zero_downtime": 8.36246239910375,
        "weight_bytes": 9912,
        "weight_mib": 0.00945281982421875,
        "heap_bytes": 31514776,
        "heap_mib": 30.054832458496094,
        "mobile_score": 638.36554688686,
        "mobile_throughput": 7633.7030460702235,
        "mobile_availability": 3537.9664597147134,
        "mobile_accuracy": 2645.195080936239,
        "soft_acc_blocks": [
          25.0045525
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.075300192,
        "time_to_acc50_sec": 0.075300192,
        "acc_per_sec": 5.50100303549086,
        "mobile_acc_per_sec": 581.9430749538806
      },
      "started": "2026-08-18T09:37:03.569959048+10:00",
      "ended": "2026-08-18T09:37:08.119945747+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|MeshTweenSplit|bicameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 91,
        "total_train": 22,
        "infer_ms": 971.933645,
        "train_ms": 1946.73208,
        "blocked_train": 1946732080,
        "duration": 4454081408,
        "avg_accuracy": 18.75,
        "soft_acc": 25.0004775,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 73.64032444734337,
        "availability": 33.3006153008495,
        "score": 6.130787383429304,
        "zero_downtime": 8.325312835650436,
        "weight_bytes": 9932,
        "weight_mib": 0.009471893310546875,
        "heap_bytes": 49120480,
        "heap_mib": 46.844940185546875,
        "mobile_score": 647.2610261142535,
        "mobile_throughput": 7774.615067226896,
        "mobile_availability": 3515.7295599782083,
        "mobile_accuracy": 2639.4382496012886,
        "soft_acc_blocks": [
          25.0004775
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.612936812312523,
        "mobile_acc_per_sec": 592.5886861566066
      },
      "started": "2026-08-18T09:37:14.275267697+10:00",
      "ended": "2026-08-18T09:37:18.736356547+10:00"
    },
    {
      "cell": {
        "id": "int3|none|MeshTweenSplit|bicameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 376,
        "total_correct": 113,
        "total_train": 28,
        "infer_ms": 940.75888,
        "train_ms": 1995.801768,
        "blocked_train": 1995801768,
        "duration": 4255510848,
        "avg_accuracy": 0,
        "soft_acc": 24.998917,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 88.35601962493223,
        "availability": 32.03607869092441,
        "score": 7.076144441945925,
        "zero_downtime": 8.008672721998881,
        "weight_bytes": 5947,
        "weight_mib": 0.005671501159667969,
        "heap_bytes": 31691504,
        "heap_mib": 30.223373413085938,
        "mobile_score": 1247.666930277096,
        "mobile_throughput": 15578.947643220605,
        "mobile_availability": 5648.606566237558,
        "mobile_accuracy": 4407.813080913402,
        "soft_acc_blocks": [
          24.998917
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.874480853867159,
        "mobile_acc_per_sec": 1035.789412447387
      },
      "started": "2026-08-18T09:37:24.451655651+10:00",
      "ended": "2026-08-18T09:37:28.711162537+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|MeshTweenSplit|bicameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 384,
        "total_correct": 102,
        "total_train": 28,
        "infer_ms": 954.061419,
        "train_ms": 1943.042383,
        "blocked_train": 1943042383,
        "duration": 4564308469,
        "avg_accuracy": 18.75,
        "soft_acc": 25.0027975,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 84.13103597358989,
        "availability": 32.931558004285826,
        "score": 6.9271902936763246,
        "zero_downtime": 8.233810761406625,
        "weight_bytes": 5967,
        "weight_mib": 0.005690574645996094,
        "heap_bytes": 28132632,
        "heap_mib": 26.829368591308594,
        "mobile_score": 1217.3094502064598,
        "mobile_throughput": 14784.277723653928,
        "mobile_availability": 5787.035590062345,
        "mobile_accuracy": 4393.721030896598,
        "soft_acc_blocks": [
          25.0027975
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.477893895606467,
        "mobile_acc_per_sec": 962.6257867403128
      },
      "started": "2026-08-18T09:37:34.865096692+10:00",
      "ended": "2026-08-18T09:37:39.433547865+10:00"
    },
    {
      "cell": {
        "id": "float64|none|MeshTweenSplit|tricameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1072,
        "total_correct": 279,
        "total_train": 79,
        "infer_ms": 755.278783,
        "train_ms": 1913.712038,
        "blocked_train": 1913712038,
        "duration": 4695528439,
        "avg_accuracy": 31.25,
        "soft_acc": 25.00274675,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 228.30231227995762,
        "availability": 28.298290764335302,
        "score": 16.153187593421247,
        "zero_downtime": 7.075349974385395,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 31697128,
        "heap_mib": 30.228736877441406,
        "mobile_score": 100.61926643118096,
        "mobile_throughput": 1422.1100976693567,
        "mobile_availability": 176.27191175092466,
        "mobile_accuracy": 155.74375164033836,
        "soft_acc_blocks": [
          25.00274675
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.078489147,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.324799343633578,
        "mobile_acc_per_sec": 33.16852483455662
      },
      "started": "2026-08-18T09:37:45.501216352+10:00",
      "ended": "2026-08-18T09:37:50.269359568+10:00"
    },
    {
      "cell": {
        "id": "float32|none|MeshTweenSplit|tricameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2064,
        "total_correct": 569,
        "total_train": 114,
        "infer_ms": 586.732641,
        "train_ms": 1822.097008,
        "blocked_train": 1822097008,
        "duration": 4376860699,
        "avg_accuracy": 23.4375,
        "soft_acc": 25.002277,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 471.57086824160774,
        "availability": 24.35758133596437,
        "score": 28.71842988354559,
        "zero_downtime": 6.089949956118112,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 28668272,
        "heap_mib": 27.340194702148438,
        "mobile_score": 357.7779718369059,
        "mobile_throughput": 5874.89182037487,
        "mobile_availability": 303.4499478060566,
        "mobile_accuracy": 311.4816510734721,
        "soft_acc_blocks": [
          25.002277
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.712376682610067,
        "mobile_acc_per_sec": 71.16553906882109
      },
      "started": "2026-08-18T09:37:56.361412182+10:00",
      "ended": "2026-08-18T09:38:00.741257305+10:00"
    },
    {
      "cell": {
        "id": "float16|none|MeshTweenSplit|tricameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 568,
        "total_correct": 163,
        "total_train": 42,
        "infer_ms": 930.10091,
        "train_ms": 1944.40341,
        "blocked_train": 1944403410,
        "duration": 4287404416,
        "avg_accuracy": 25,
        "soft_acc": 24.998396,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 132.4810875970325,
        "availability": 32.35691466972643,
        "score": 10.71601053347316,
        "zero_downtime": 8.088709662520305,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 28189976,
        "heap_mib": 26.884056091308594,
        "mobile_score": 267.00293368375515,
        "mobile_throughput": 3300.9335830278956,
        "mobile_availability": 806.2133864823462,
        "mobile_accuracy": 622.8666021313563,
        "soft_acc_blocks": [
          24.998396
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072543996,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.8306596659530046,
        "mobile_acc_per_sec": 145.27824802505316
      },
      "started": "2026-08-18T09:38:06.533003565+10:00",
      "ended": "2026-08-18T09:38:10.823784645+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|MeshTweenSplit|tricameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 872,
        "total_correct": 219,
        "total_train": 57,
        "infer_ms": 856.110503,
        "train_ms": 1942.314136,
        "blocked_train": 1942314136,
        "duration": 4288917268,
        "avg_accuracy": 40.625,
        "soft_acc": 25.0022615,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 203.31471686480666,
        "availability": 30.59258738180371,
        "score": 15.551214739874306,
        "zero_downtime": 7.6488386968145665,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 31756664,
        "heap_mib": 30.28551483154297,
        "mobile_score": 387.47815195985265,
        "mobile_throughput": 5065.84289875562,
        "mobile_availability": 762.2529442653314,
        "mobile_accuracy": 622.9629159448722,
        "soft_acc_blocks": [
          25.0022615
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.08294534,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.829504263592152,
        "mobile_acc_per_sec": 145.2494597162913
      },
      "started": "2026-08-18T09:38:16.734073176+10:00",
      "ended": "2026-08-18T09:38:21.026747732+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|MeshTweenSplit|tricameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 776,
        "total_correct": 202,
        "total_train": 51,
        "infer_ms": 918.864674,
        "train_ms": 1901.852033,
        "blocked_train": 1901852033,
        "duration": 4789947155,
        "avg_accuracy": 21.875,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 162.005962673298,
        "availability": 32.57557455946249,
        "score": 13.19359329035379,
        "zero_downtime": 8.143893639865622,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 45146304,
        "heap_mib": 43.05487060546875,
        "mobile_score": 657.4700730931478,
        "mobile_throughput": 8073.166253973773,
        "mobile_availability": 1623.3231474794668,
        "mobile_accuracy": 1245.813135633495,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.2192642613820235,
        "mobile_acc_per_sec": 260.089119006887
      },
      "started": "2026-08-18T09:38:27.089261106+10:00",
      "ended": "2026-08-18T09:38:31.883480809+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|MeshTweenSplit|tricameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 696,
        "total_correct": 183,
        "total_train": 46,
        "infer_ms": 919.223566,
        "train_ms": 1899.913853,
        "blocked_train": 1899913853,
        "duration": 4508032978,
        "avg_accuracy": 54.166666666666664,
        "soft_acc": 25.002916,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 154.39106222084075,
        "availability": 32.606554040422246,
        "score": 12.586869245360877,
        "zero_downtime": 8.152589317221379,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 28558408,
        "heap_mib": 27.23542022705078,
        "mobile_score": 627.2354816948734,
        "mobile_throughput": 7693.696533565265,
        "mobile_availability": 1624.8669332520576,
        "mobile_accuracy": 1245.958447277635,
        "soft_acc_blocks": [
          25.002916
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.075047326,
        "time_to_acc50_sec": 0.075047326,
        "acc_per_sec": 5.546302815888584,
        "mobile_acc_per_sec": 276.3862760894016
      },
      "started": "2026-08-18T09:38:37.955071919+10:00",
      "ended": "2026-08-18T09:38:42.467094685+10:00"
    },
    {
      "cell": {
        "id": "int64|none|MeshTweenSplit|tricameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 576,
        "total_correct": 121,
        "total_train": 43,
        "infer_ms": 887.720523,
        "train_ms": 1937.247611,
        "blocked_train": 1937247611,
        "duration": 4334616984,
        "avg_accuracy": 6.25,
        "soft_acc": 25.001412,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 132.88371316915413,
        "availability": 31.424089791166473,
        "score": 10.439963951890276,
        "zero_downtime": 7.856466155939469,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 28944088,
        "heap_mib": 27.603233337402344,
        "mobile_score": 65.03122113402539,
        "mobile_throughput": 827.7413768894293,
        "mobile_availability": 195.742719185808,
        "mobile_accuracy": 155.73543739492442,
        "soft_acc_blocks": [
          25.001412
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.767848022624736,
        "mobile_acc_per_sec": 35.92830415461788
      },
      "started": "2026-08-18T09:38:48.472927195+10:00",
      "ended": "2026-08-18T09:38:52.811578706+10:00"
    },
    {
      "cell": {
        "id": "int32|none|MeshTweenSplit|tricameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 536,
        "total_correct": 148,
        "total_train": 40,
        "infer_ms": 814.879444,
        "train_ms": 1930.082614,
        "blocked_train": 1930082614,
        "duration": 4431706570,
        "avg_accuracy": 31.25,
        "soft_acc": 24.9976185,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 120.94663568847248,
        "availability": 29.68636457560828,
        "score": 8.975309733644032,
        "zero_downtime": 7.420884163129703,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 28631432,
        "heap_mib": 27.30506134033203,
        "mobile_score": 111.81558762552899,
        "mobile_throughput": 1506.7690745137786,
        "mobile_availability": 369.83662937497655,
        "mobile_accuracy": 311.4236148685486,
        "soft_acc_blocks": [
          24.9976185
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.08981502,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.640630331714403,
        "mobile_acc_per_sec": 70.27171360502521
      },
      "started": "2026-08-18T09:38:58.71419708+10:00",
      "ended": "2026-08-18T09:39:03.150518489+10:00"
    },
    {
      "cell": {
        "id": "int16|none|MeshTweenSplit|tricameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 576,
        "total_correct": 144,
        "total_train": 41,
        "infer_ms": 903.509613,
        "train_ms": 1914.136587,
        "blocked_train": 1914136587,
        "duration": 4254267351,
        "avg_accuracy": 37.5,
        "soft_acc": 25.0026925,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 135.39346554339292,
        "availability": 32.066112949170126,
        "score": 10.855024356961255,
        "zero_downtime": 8.017391617383687,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 29628816,
        "heap_mib": 28.256240844726562,
        "mobile_score": 270.4666386304773,
        "mobile_throughput": 3373.4991570579978,
        "mobile_availability": 798.967694415669,
        "mobile_accuracy": 622.9736548541013,
        "soft_acc_blocks": [
          25.0026925
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072681181,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.87708539147708,
        "mobile_acc_per_sec": 146.43500359883734
      },
      "started": "2026-08-18T09:39:09.125563082+10:00",
      "ended": "2026-08-18T09:39:13.384571522+10:00"
    },
    {
      "cell": {
        "id": "int8|none|MeshTweenSplit|tricameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1592,
        "total_correct": 390,
        "total_train": 110,
        "infer_ms": 432.571212,
        "train_ms": 1891.842803,
        "blocked_train": 1891842803,
        "duration": 4529582186,
        "avg_accuracy": 19.642857142857142,
        "soft_acc": 24.998162714285716,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 351.4672953546449,
        "availability": 18.609903795473375,
        "score": 16.350729657715572,
        "zero_downtime": 4.652134031764468,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 31510112,
        "heap_mib": 30.050384521484375,
        "mobile_score": 814.7981513909688,
        "mobile_throughput": 17514.502931935753,
        "mobile_availability": 927.3785040510545,
        "mobile_accuracy": 1245.7215790464243,
        "soft_acc_blocks": [
          24.998162714285716
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.518867234940533,
        "mobile_acc_per_sec": 275.01909180424883
      },
      "started": "2026-08-18T09:39:19.442842377+10:00",
      "ended": "2026-08-18T09:39:23.991668555+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|MeshTweenSplit|tricameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 544,
        "total_correct": 142,
        "total_train": 37,
        "infer_ms": 903.263261,
        "train_ms": 1941.782691,
        "blocked_train": 1941782691,
        "duration": 4401603806,
        "avg_accuracy": 68.75,
        "soft_acc": 25.003336,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 123.59131443371894,
        "availability": 31.748635215013916,
        "score": 9.810947892464617,
        "zero_downtime": 7.938217938224252,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 33635952,
        "heap_mib": 32.07774353027344,
        "mobile_score": 61.10432702119849,
        "mobile_throughput": 769.7486702521458,
        "mobile_availability": 197.73614230944662,
        "mobile_accuracy": 155.72522006139226,
        "soft_acc_blocks": [
          25.003336
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.130745241,
        "time_to_acc50_sec": 0.130745241,
        "acc_per_sec": 5.68050581152192,
        "mobile_acc_per_sec": 35.37919970196251
      },
      "started": "2026-08-18T09:39:30.100274764+10:00",
      "ended": "2026-08-18T09:39:34.506768774+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|MeshTweenSplit|tricameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 576,
        "total_correct": 127,
        "total_train": 41,
        "infer_ms": 897.556754,
        "train_ms": 1944.044879,
        "blocked_train": 1944044879,
        "duration": 4320320644,
        "avg_accuracy": 12.5,
        "soft_acc": 25.000074,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 133.32343764806916,
        "availability": 31.586297796866443,
        "score": 10.528015674968826,
        "zero_downtime": 7.896597823076981,
        "weight_bytes": 84192,
        "weight_mib": 0.080291748046875,
        "heap_bytes": 28452248,
        "heap_mib": 27.134178161621094,
        "mobile_score": 131.12201354518376,
        "mobile_throughput": 1660.4874210763703,
        "mobile_availability": 393.39407305500555,
        "mobile_accuracy": 311.3654218289624,
        "soft_acc_blocks": [
          25.000074
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.786624665166867,
        "mobile_acc_per_sec": 72.06997986628198
      },
      "started": "2026-08-18T09:39:40.522690006+10:00",
      "ended": "2026-08-18T09:39:44.847591114+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|MeshTweenSplit|tricameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 584,
        "total_correct": 104,
        "total_train": 41,
        "infer_ms": 870.182036,
        "train_ms": 1958.715953,
        "blocked_train": 1958715953,
        "duration": 4480997097,
        "avg_accuracy": 0,
        "soft_acc": 24.9983455,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 130.3281362067796,
        "availability": 30.76046005842737,
        "score": 10.021720289350105,
        "zero_downtime": 7.689606082795176,
        "weight_bytes": 42108,
        "weight_mib": 0.040157318115234375,
        "heap_bytes": 28067448,
        "heap_mib": 26.76720428466797,
        "mobile_score": 249.56149363839592,
        "mobile_throughput": 3245.4392455390926,
        "mobile_availability": 765.9988640216951,
        "mobile_accuracy": 622.5103336897502,
        "soft_acc_blocks": [
          24.9983455
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.578746193952287,
        "mobile_acc_per_sec": 138.9222800672013
      },
      "started": "2026-08-18T09:39:50.865910247+10:00",
      "ended": "2026-08-18T09:39:55.351986505+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|MeshTweenSplit|tricameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1016,
        "total_correct": 259,
        "total_train": 75,
        "infer_ms": 611.104786,
        "train_ms": 1915.578701,
        "blocked_train": 1915578701,
        "duration": 4305932826,
        "avg_accuracy": 31.25,
        "soft_acc": 25.00127225,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 235.95351833294018,
        "availability": 24.186044241163795,
        "score": 14.267681628516485,
        "zero_downtime": 6.046818767238807,
        "weight_bytes": 21066,
        "weight_mib": 0.020090103149414062,
        "heap_bytes": 28621216,
        "heap_mib": 27.295318603515625,
        "mobile_score": 710.1845880235119,
        "mobile_throughput": 11744.763905795171,
        "mobile_availability": 1203.8785496165654,
        "mobile_accuracy": 1244.4571371316813,
        "soft_acc_blocks": [
          25.00127225
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.070774724,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.806238336798429,
        "mobile_acc_per_sec": 289.00988181177013
      },
      "started": "2026-08-18T09:40:01.309696672+10:00",
      "ended": "2026-08-18T09:40:05.619959963+10:00"
    },
    {
      "cell": {
        "id": "int4|none|MeshTweenSplit|tricameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1336,
        "total_correct": 334,
        "total_train": 89,
        "infer_ms": 595.953599,
        "train_ms": 1906.321721,
        "blocked_train": 1906321721,
        "duration": 4433526602,
        "avg_accuracy": 41.666666666666664,
        "soft_acc": 25.001573166666663,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 301.3402467005204,
        "availability": 23.816467925679735,
        "score": 17.94327984039112,
        "zero_downtime": 5.954491654154517,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 31497536,
        "heap_mib": 30.03839111328125,
        "mobile_score": 1788.317897720555,
        "mobile_throughput": 30033.091010763703,
        "mobile_availability": 2373.6694868964505,
        "mobile_accuracy": 2491.7830610028195,
        "soft_acc_blocks": [
          25.001573166666663
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.074484356,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.63920675594644,
        "mobile_acc_per_sec": 562.0318280888979
      },
      "started": "2026-08-18T09:40:11.487647442+10:00",
      "ended": "2026-08-18T09:40:15.925190916+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|MeshTweenSplit|tricameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 512,
        "total_correct": 238,
        "total_train": 39,
        "infer_ms": 932.86531,
        "train_ms": 1933.334396,
        "blocked_train": 1933334396,
        "duration": 4340130797,
        "avg_accuracy": 25,
        "soft_acc": 25.002165,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 117.96879493906184,
        "availability": 32.547114845039346,
        "score": 9.599691053789389,
        "zero_downtime": 8.137483356296231,
        "weight_bytes": 10545,
        "weight_mib": 0.010056495666503906,
        "heap_bytes": 28597376,
        "heap_mib": 27.2725830078125,
        "mobile_score": 954.5761637191334,
        "mobile_throughput": 11730.606649788688,
        "mobile_availability": 3236.4270740400166,
        "mobile_accuracy": 2486.1707128534854,
        "soft_acc_blocks": [
          25.002165
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.0957222,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.760693898276542,
        "mobile_acc_per_sec": 572.8331308752227
      },
      "started": "2026-08-18T09:40:22.261054967+10:00",
      "ended": "2026-08-18T09:40:26.643777129+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|MeshTweenSplit|tricameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 624,
        "total_correct": 164,
        "total_train": 47,
        "infer_ms": 595.430162,
        "train_ms": 1884.69116,
        "blocked_train": 1884691160,
        "duration": 4429252005,
        "avg_accuracy": 29.166666666666668,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 140.88157533046032,
        "availability": 24.008106245376652,
        "score": 8.455749571374314,
        "zero_downtime": 6.002026561344163,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 36061552,
        "heap_mib": 34.39097595214844,
        "mobile_score": 842.7427110116332,
        "mobile_throughput": 14040.969369234175,
        "mobile_availability": 2392.7691297739825,
        "mobile_accuracy": 2491.62627126699,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.125044203,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.644293883431904,
        "mobile_acc_per_sec": 562.5388369084205
      },
      "started": "2026-08-18T09:40:32.565663854+10:00",
      "ended": "2026-08-18T09:40:37.012915008+10:00"
    },
    {
      "cell": {
        "id": "int2|none|MeshTweenSplit|tricameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1424,
        "total_correct": 331,
        "total_train": 96,
        "infer_ms": 436.925143,
        "train_ms": 1901.249575,
        "blocked_train": 1901249575,
        "duration": 4410801284,
        "avg_accuracy": 23.214285714285715,
        "soft_acc": 24.998666571428572,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 322.84383455802043,
        "availability": 18.686590853814884,
        "score": 15.081322177614213,
        "zero_downtime": 4.671398541112251,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 28769112,
        "heap_mib": 27.436363220214844,
        "mobile_score": 3005.8757809758604,
        "mobile_throughput": 64346.378381583505,
        "mobile_availability": 3724.446054196882,
        "mobile_accuracy": 4982.513172173025,
        "soft_acc_blocks": [
          24.998666571428572
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.66760208901503,
        "mobile_acc_per_sec": 1129.6163330338384
      },
      "started": "2026-08-18T09:40:42.940647185+10:00",
      "ended": "2026-08-18T09:40:47.355981799+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|MeshTweenSplit|tricameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 472,
        "total_correct": 159,
        "total_train": 36,
        "infer_ms": 815.976718,
        "train_ms": 1938.803705,
        "blocked_train": 1938803705,
        "duration": 4435382762,
        "avg_accuracy": 62.5,
        "soft_acc": 25.006725,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 106.41697128009896,
        "availability": 29.620390474221107,
        "score": 7.882400401484275,
        "zero_downtime": 7.407089589814668,
        "weight_bytes": 5285,
        "weight_mib": 0.005040168762207031,
        "heap_bytes": 30653160,
        "heap_mib": 29.233131408691406,
        "mobile_score": 1563.9159665821712,
        "mobile_throughput": 21113.771443141162,
        "mobile_availability": 5876.864817766674,
        "mobile_accuracy": 4961.485652526017,
        "soft_acc_blocks": [
          25.006725
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.083738305,
        "time_to_acc50_sec": 0.083738305,
        "acc_per_sec": 5.638008339267654,
        "mobile_acc_per_sec": 1118.6149919311106
      },
      "started": "2026-08-18T09:40:53.591068824+10:00",
      "ended": "2026-08-18T09:40:58.030439708+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|MeshTweenSplit|tricameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1320,
        "total_correct": 260,
        "total_train": 82,
        "infer_ms": 414.666433,
        "train_ms": 1793.911503,
        "blocked_train": 1793911503,
        "duration": 4490973637,
        "avg_accuracy": 31.25,
        "soft_acc": 25.003716333333333,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 293.9229010664531,
        "availability": 18.775268295535483,
        "score": 13.798254165921993,
        "zero_downtime": 4.6945148254379605,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 40632768,
        "heap_mib": 38.75042724609375,
        "mobile_score": 2750.1460103185364,
        "mobile_throughput": 58582.113649241044,
        "mobile_availability": 3742.1204577569692,
        "mobile_accuracy": 4983.51964606374,
        "soft_acc_blocks": [
          25.003716333333333
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.177473839,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.567549122830296,
        "mobile_acc_per_sec": 1109.6746605247863
      },
      "started": "2026-08-18T09:41:03.954591552+10:00",
      "ended": "2026-08-18T09:41:08.452079559+10:00"
    },
    {
      "cell": {
        "id": "binary|none|MeshTweenSplit|tricameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1520,
        "total_correct": 478,
        "total_train": 96,
        "infer_ms": 519.533141,
        "train_ms": 1876.726885,
        "blocked_train": 1876726885,
        "duration": 4460341002,
        "avg_accuracy": 26.5625,
        "soft_acc": 24.993345375,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 340.78111949701554,
        "availability": 21.681000198765577,
        "score": 18.466272045485447,
        "zero_downtime": 5.418807260431918,
        "weight_bytes": 2631,
        "weight_mib": 0.0025091171264648438,
        "heap_bytes": 35723712,
        "heap_mib": 34.06878662109375,
        "mobile_score": 7359.669204244374,
        "mobile_throughput": 135817.14297138067,
        "mobile_availability": 8640.888051851316,
        "mobile_accuracy": 9961.01182817788,
        "soft_acc_blocks": [
          24.993345375
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.087730957,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.603460668992142,
        "mobile_acc_per_sec": 2233.2399750851782
      },
      "started": "2026-08-18T09:41:14.769200283+10:00",
      "ended": "2026-08-18T09:41:19.262888024+10:00"
    },
    {
      "cell": {
        "id": "int|none|MeshTweenSplit|tricameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 504,
        "total_correct": 123,
        "total_train": 33,
        "infer_ms": 969.957962,
        "train_ms": 1930.203237,
        "blocked_train": 1930203237,
        "duration": 4424040717,
        "avg_accuracy": 37.5,
        "soft_acc": 25.000984,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 113.92300212412353,
        "availability": 33.44496720852791,
        "score": 9.525752594711241,
        "zero_downtime": 8.36157090060931,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 27899144,
        "heap_mib": 26.60669708251953,
        "mobile_score": 59.33653854643055,
        "mobile_throughput": 709.6338624851782,
        "mobile_availability": 208.33089734607788,
        "mobile_accuracy": 155.73277135481416,
        "soft_acc_blocks": [
          25.000984
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071866337,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.651164986780115,
        "mobile_acc_per_sec": 35.20147786081377
      },
      "started": "2026-08-18T09:41:25.387242882+10:00",
      "ended": "2026-08-18T09:41:29.815971667+10:00"
    },
    {
      "cell": {
        "id": "uint|none|MeshTweenSplit|tricameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 472,
        "total_correct": 115,
        "total_train": 37,
        "infer_ms": 910.546456,
        "train_ms": 1949.04176,
        "blocked_train": 1949041760,
        "duration": 4324525597,
        "avg_accuracy": 25,
        "soft_acc": 24.9985,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 109.14491992542136,
        "availability": 31.84187327760341,
        "score": 8.687925466092222,
        "zero_downtime": 7.959990691301687,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 28784696,
        "heap_mib": 27.45122528076172,
        "mobile_score": 54.10994377247041,
        "mobile_throughput": 679.7739579218261,
        "mobile_availability": 198.31684553300232,
        "mobile_accuracy": 155.69510059396532,
        "soft_acc_blocks": [
          24.9985
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072871387,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.780634069397554,
        "mobile_acc_per_sec": 36.00281628624739
      },
      "started": "2026-08-18T09:41:35.670313024+10:00",
      "ended": "2026-08-18T09:41:40.005191007+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|MeshTweenSplit|tricameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 472,
        "total_correct": 129,
        "total_train": 36,
        "infer_ms": 912.988956,
        "train_ms": 1995.408218,
        "blocked_train": 1995408218,
        "duration": 4294220827,
        "avg_accuracy": 6.25,
        "soft_acc": 25.0007285,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 109.91516715495636,
        "availability": 31.391481334179016,
        "score": 8.62625115685398,
        "zero_downtime": 7.8480990204862735,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 28788880,
        "heap_mib": 27.455215454101562,
        "mobile_score": 53.725825214120455,
        "mobile_throughput": 684.5711945514108,
        "mobile_availability": 195.51172446821155,
        "mobile_accuracy": 155.7089800880019,
        "soft_acc_blocks": [
          25.0007285
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.821947567951656,
        "mobile_acc_per_sec": 36.26012409724683
      },
      "started": "2026-08-18T09:41:45.960456163+10:00",
      "ended": "2026-08-18T09:41:50.259053548+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|MeshTweenSplit|tricameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 504,
        "total_correct": 77,
        "total_train": 38,
        "infer_ms": 915.249627,
        "train_ms": 1941.237124,
        "blocked_train": 1941237124,
        "duration": 4397387855,
        "avg_accuracy": 0,
        "soft_acc": 24.9962705,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 114.61349706210984,
        "availability": 32.04109477068602,
        "score": 9.17948520349744,
        "zero_downtime": 8.009078720042034,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 29147168,
        "heap_mib": 27.796905517578125,
        "mobile_score": 57.17961622435208,
        "mobile_throughput": 713.935000804337,
        "mobile_availability": 199.58608372699166,
        "mobile_accuracy": 155.70341065374015,
        "soft_acc_blocks": [
          24.9962705
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.684345189514788,
        "mobile_acc_per_sec": 35.40815952286296
      },
      "started": "2026-08-18T09:41:56.227952691+10:00",
      "ended": "2026-08-18T09:42:00.629587573+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|MeshTweenSplit|tricameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 376,
        "total_correct": 90,
        "total_train": 32,
        "infer_ms": 686.064176,
        "train_ms": 1966.006787,
        "blocked_train": 1966006787,
        "duration": 4609037797,
        "avg_accuracy": 18.75,
        "soft_acc": 25.0013475,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 81.57884933049074,
        "availability": 25.868997684131728,
        "score": 5.276192032434419,
        "zero_downtime": 6.4675980057767255,
        "weight_bytes": 336672,
        "weight_mib": 0.321075439453125,
        "heap_bytes": 28913016,
        "heap_mib": 27.57360076904297,
        "mobile_score": 16.432873350328965,
        "mobile_throughput": 254.08000521447778,
        "mobile_availability": 80.56984280140941,
        "mobile_accuracy": 77.8675178100941,
        "soft_acc_blocks": [
          25.0013475
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.424417980749313,
        "mobile_acc_per_sec": 16.89452793396003
      },
      "started": "2026-08-18T09:42:07.071022183+10:00",
      "ended": "2026-08-18T09:42:11.68365081+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|MeshTweenSplit|tricameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 392,
        "total_correct": 81,
        "total_train": 29,
        "infer_ms": 794.471361,
        "train_ms": 1985.341964,
        "blocked_train": 1985341964,
        "duration": 4419147245,
        "avg_accuracy": 25,
        "soft_acc": 25.0004865,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 88.7048967294594,
        "availability": 28.580025638951852,
        "score": 6.338093893978356,
        "zero_downtime": 7.145145451562697,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 32785472,
        "heap_mib": 31.26666259765625,
        "mobile_score": 631.6864502397347,
        "mobile_throughput": 8840.778043245853,
        "mobile_availability": 2848.429708619863,
        "mobile_accuracy": 2491.6747583142287,
        "soft_acc_blocks": [
          25.0004865
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.081546431,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.657310135634551,
        "mobile_acc_per_sec": 563.8361023460826
      },
      "started": "2026-08-18T09:42:17.678188656+10:00",
      "ended": "2026-08-18T09:42:22.109593442+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|MeshTweenSplit|tricameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 216,
        "total_correct": 55,
        "total_train": 16,
        "infer_ms": 1012.739997,
        "train_ms": 1934.220711,
        "blocked_train": 1934220711,
        "duration": 4603410339,
        "avg_accuracy": 0,
        "soft_acc": 25.003033,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 46.9217349950432,
        "availability": 34.36557515852702,
        "score": 4.031720095299729,
        "zero_downtime": 8.592436097526313,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 25535400,
        "heap_mib": 24.352455139160156,
        "mobile_score": 267.8725719584976,
        "mobile_throughput": 3117.5392975644672,
        "mobile_availability": 2283.292189673529,
        "mobile_accuracy": 1661.2330712842477,
        "soft_acc_blocks": [
          25.003033
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.4314152245292595,
        "mobile_acc_per_sec": 360.8700830361166
      },
      "started": "2026-08-18T09:42:28.488083352+10:00",
      "ended": "2026-08-18T09:42:33.099544776+10:00"
    },
    {
      "cell": {
        "id": "int6|none|MeshTweenSplit|tricameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 216,
        "total_correct": 63,
        "total_train": 16,
        "infer_ms": 949.41433,
        "train_ms": 1943.142053,
        "blocked_train": 1943142053,
        "duration": 4488713205,
        "avg_accuracy": 50,
        "soft_acc": 25.001579,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 48.120695204896705,
        "availability": 32.822673244326516,
        "score": 3.948874032632491,
        "zero_downtime": 8.206186581092156,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 35852184,
        "heap_mib": 34.191307067871094,
        "mobile_score": 262.36817498679807,
        "mobile_throughput": 3197.1997272316416,
        "mobile_availability": 2180.7798390472008,
        "mobile_accuracy": 1661.1364656890128,
        "soft_acc_blocks": [
          25.001579
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.123019151,
        "time_to_acc50_sec": 0.123019151,
        "acc_per_sec": 5.569876679167343,
        "mobile_acc_per_sec": 370.0696368479645
      },
      "started": "2026-08-18T09:42:39.262467751+10:00",
      "ended": "2026-08-18T09:42:43.827422964+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|MeshTweenSplit|tricameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 232,
        "total_correct": 64,
        "total_train": 17,
        "infer_ms": 1030.215758,
        "train_ms": 1995.178041,
        "blocked_train": 1995178041,
        "duration": 4445203344,
        "avg_accuracy": 0,
        "soft_acc": 24.998205,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 52.191088246423305,
        "availability": 34.05228629544104,
        "score": 4.442745685549299,
        "zero_downtime": 8.512460335321258,
        "weight_bytes": 15806,
        "weight_mib": 0.015073776245117188,
        "heap_bytes": 28630272,
        "heap_mib": 27.303955078125,
        "mobile_score": 294.7334240143326,
        "mobile_throughput": 3462.376474065644,
        "mobile_availability": 2259.041513003188,
        "mobile_accuracy": 1658.390345823105,
        "soft_acc_blocks": [
          24.998205
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.623635875677501,
        "mobile_acc_per_sec": 373.07412450806095
      },
      "started": "2026-08-18T09:42:49.755604857+10:00",
      "ended": "2026-08-18T09:42:54.207832881+10:00"
    },
    {
      "cell": {
        "id": "int5|none|MeshTweenSplit|tricameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 248,
        "total_correct": 39,
        "total_train": 19,
        "infer_ms": 981.764139,
        "train_ms": 1970.201865,
        "blocked_train": 1970201865,
        "duration": 4433316578,
        "avg_accuracy": 0,
        "soft_acc": 24.995436,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 55.94006104384273,
        "availability": 33.25797579205455,
        "score": 4.650283879166783,
        "zero_downtime": 8.312976053998488,
        "weight_bytes": 13152,
        "weight_mib": 0.012542724609375,
        "heap_bytes": 47467792,
        "heap_mib": 45.26881408691406,
        "mobile_score": 370.7554796898714,
        "mobile_throughput": 4459.9608766049605,
        "mobile_availability": 2651.5750626619065,
        "mobile_accuracy": 1992.8234716496352,
        "soft_acc_blocks": [
          24.995436
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.638089579263969,
        "mobile_acc_per_sec": 449.5107526358193
      },
      "started": "2026-08-18T09:43:00.656432639+10:00",
      "ended": "2026-08-18T09:43:05.096516398+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|MeshTweenSplit|tricameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 264,
        "total_correct": 81,
        "total_train": 20,
        "infer_ms": 1045.81621,
        "train_ms": 2036.48164,
        "blocked_train": 2036481640,
        "duration": 4643448760,
        "avg_accuracy": 25,
        "soft_acc": 24.998572,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 56.854293790032045,
        "availability": 33.92975828082286,
        "score": 4.822355645117468,
        "zero_downtime": 8.481955053257465,
        "weight_bytes": 13176,
        "weight_mib": 0.01256561279296875,
        "heap_bytes": 28191888,
        "heap_mib": 26.885879516601562,
        "mobile_score": 383.7740128213945,
        "mobile_throughput": 4524.5938042787375,
        "mobile_availability": 2700.20721152642,
        "mobile_accuracy": 1989.443126401943,
        "soft_acc_blocks": [
          24.998572
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071832793,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.383621806133594,
        "mobile_acc_per_sec": 428.44084843566634
      },
      "started": "2026-08-18T09:43:11.180819212+10:00",
      "ended": "2026-08-18T09:43:15.844845869+10:00"
    },
    {
      "cell": {
        "id": "int3|none|MeshTweenSplit|tricameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 280,
        "total_correct": 26,
        "total_train": 23,
        "infer_ms": 847.876348,
        "train_ms": 2032.080444,
        "blocked_train": 2032080444,
        "duration": 4389455671,
        "avg_accuracy": 25,
        "soft_acc": 24.9987215,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 63.78923059865661,
        "availability": 29.44059266289159,
        "score": 4.694741784462132,
        "zero_downtime": 7.359771767745701,
        "weight_bytes": 7891,
        "weight_mib": 0.007525444030761719,
        "heap_bytes": 28798208,
        "heap_mib": 27.464111328125,
        "mobile_score": 623.8491397014529,
        "mobile_throughput": 8476.473991156628,
        "mobile_availability": 3912.140272726424,
        "mobile_accuracy": 3321.893219564567,
        "soft_acc_blocks": [
          24.9987215
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072013679,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.69517575155391,
        "mobile_acc_per_sec": 756.7893307389928
      },
      "started": "2026-08-18T09:43:22.084152688+10:00",
      "ended": "2026-08-18T09:43:26.479197831+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|MeshTweenSplit|tricameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "MeshTweenSplit",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 57,
        "total_train": 24,
        "infer_ms": 991.824906,
        "train_ms": 1976.236226,
        "blocked_train": 1976236226,
        "duration": 4703539520,
        "avg_accuracy": 25,
        "soft_acc": 24.998472,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 69.73471756861098,
        "availability": 33.41659291672568,
        "score": 5.825385603551732,
        "zero_downtime": 8.353637623641653,
        "weight_bytes": 7915,
        "weight_mib": 0.007548332214355469,
        "heap_bytes": 28598512,
        "heap_mib": 27.273666381835938,
        "mobile_score": 771.7447295805257,
        "mobile_throughput": 9238.42719004723,
        "mobile_availability": 4427.016719424959,
        "mobile_accuracy": 3311.787463786734,
        "soft_acc_blocks": [
          24.998472
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.075008051,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.3148212944110655,
        "mobile_acc_per_sec": 704.105376324495
      },
      "started": "2026-08-18T09:43:32.543494918+10:00",
      "ended": "2026-08-18T09:43:37.25257136+10:00"
    },
    {
      "cell": {
        "id": "float64|none|MeshTweenAlt|cnn|simd",
        "dtype": 0,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3176,
        "total_correct": 2611,
        "total_train": 130,
        "infer_ms": 453.363305,
        "train_ms": 1821.864611,
        "blocked_train": 1821864611,
        "duration": 4639236921,
        "avg_accuracy": 30,
        "soft_acc": 25.045830799999997,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 684.5953448989634,
        "availability": 19.926061112903472,
        "score": 34.16574081748877,
        "zero_downtime": 4.9906475514424,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 27737480,
        "heap_mib": 26.45252227783203,
        "mobile_score": 14634.548955653228,
        "mobile_throughput": 293239.4805444344,
        "mobile_availability": 8535.126412387202,
        "mobile_accuracy": 10728.127890907188,
        "soft_acc_blocks": [
          25.045830799999997
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073852427,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.398696213730188,
        "mobile_acc_per_sec": 2312.4768304772656
      },
      "started": "2026-08-18T09:43:43.254211469+10:00",
      "ended": "2026-08-18T09:43:47.893807712+10:00"
    },
    {
      "cell": {
        "id": "float32|none|MeshTweenAlt|cnn|simd",
        "dtype": 1,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6088,
        "total_correct": 5306,
        "total_train": 188,
        "infer_ms": 516.864227,
        "train_ms": 1731.478179,
        "blocked_train": 1731478179,
        "duration": 4748174358,
        "avg_accuracy": 55.5,
        "soft_acc": 25.67119534,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1282.1770097263982,
        "availability": 22.98867937644548,
        "score": 75.66727604634707,
        "zero_downtime": 5.901468788813613,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 48892664,
        "heap_mib": 46.62767791748047,
        "mobile_score": 64822.62226109022,
        "mobile_throughput": 1098415.065482735,
        "mobile_availability": 19693.935838101057,
        "mobile_accuracy": 21991.992912447582,
        "soft_acc_blocks": [
          25.67119534
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.136071584,
        "time_to_acc50_sec": 0.136071584,
        "acc_per_sec": 5.406540157218043,
        "mobile_acc_per_sec": 4631.673408411002
      },
      "started": "2026-08-18T09:43:54.009396918+10:00",
      "ended": "2026-08-18T09:43:58.757820391+10:00"
    },
    {
      "cell": {
        "id": "float16|none|MeshTweenAlt|cnn|simd",
        "dtype": 2,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3120,
        "total_correct": 2465,
        "total_train": 129,
        "infer_ms": 424.912229,
        "train_ms": 1848.801913,
        "blocked_train": 1848801913,
        "duration": 4558095061,
        "avg_accuracy": 33.088235294117645,
        "soft_acc": 25.024607529411764,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 684.4964745679314,
        "availability": 18.688023316169357,
        "score": 32.01119286268916,
        "zero_downtime": 4.676604489876343,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 28589512,
        "heap_mib": 27.26508331298828,
        "mobile_score": 54846.68066533847,
        "mobile_throughput": 1172788.5217590577,
        "mobile_availability": 32019.30185747647,
        "mobile_accuracy": 42876.148471830835,
        "soft_acc_blocks": [
          25.024607529411764
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072106491,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.4901460356822005,
        "mobile_acc_per_sec": 9406.593741031862
      },
      "started": "2026-08-18T09:44:04.94865467+10:00",
      "ended": "2026-08-18T09:44:09.528786115+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|MeshTweenAlt|cnn|simd",
        "dtype": 3,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4248,
        "total_correct": 3424,
        "total_train": 151,
        "infer_ms": 516.801365,
        "train_ms": 1765.957511,
        "blocked_train": 1765957511,
        "duration": 4517114263,
        "avg_accuracy": 27.604166666666668,
        "soft_acc": 24.867303333333336,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 940.4234103165523,
        "availability": 22.639332188495235,
        "score": 52.94387635239003,
        "zero_downtime": 5.629791407954083,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 53116584,
        "heap_mib": 50.655921936035156,
        "mobile_score": 90711.89230405838,
        "mobile_throughput": 1611283.3625753091,
        "mobile_availability": 38789.31436092088,
        "mobile_accuracy": 42606.62983668846,
        "soft_acc_blocks": [
          24.867303333333336
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.128017008,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.505130462831805,
        "mobile_acc_per_sec": 9432.267451297914
      },
      "started": "2026-08-18T09:44:15.394407063+10:00",
      "ended": "2026-08-18T09:44:19.912006064+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|MeshTweenAlt|cnn|simd",
        "dtype": 4,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2928,
        "total_correct": 2176,
        "total_train": 148,
        "infer_ms": 381.62114,
        "train_ms": 1892.87129,
        "blocked_train": 1892871290,
        "duration": 4861688445,
        "avg_accuracy": 39.166666666666664,
        "soft_acc": 26.793535066666667,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 602.2599006753095,
        "availability": 16.778298971960087,
        "score": 27.074590333574225,
        "zero_downtime": 4.495499418642299,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 28148368,
        "heap_mib": 26.844375610351562,
        "mobile_score": 92777.01187456839,
        "mobile_throughput": 2063775.4170278213,
        "mobile_availability": 57494.515107261504,
        "mobile_accuracy": 91813.91446426492,
        "soft_acc_blocks": [
          26.793535066666667
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073067688,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.5111583907073385,
        "mobile_acc_per_sec": 18885.19091730176
      },
      "started": "2026-08-18T09:44:26.149711426+10:00",
      "ended": "2026-08-18T09:44:31.028826781+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|MeshTweenAlt|cnn|simd",
        "dtype": 5,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2808,
        "total_correct": 1829,
        "total_train": 148,
        "infer_ms": 367.651404,
        "train_ms": 1880.428913,
        "blocked_train": 1880428913,
        "duration": 4724033523,
        "avg_accuracy": 22.65625,
        "soft_acc": 25.2664711875,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 594.4072975622701,
        "availability": 16.35401552248011,
        "score": 24.561400634503276,
        "zero_downtime": 4.132082619986715,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 28186416,
        "heap_mib": 26.880661010742188,
        "mobile_score": 84165.01709714021,
        "mobile_throughput": 2036866.7531001794,
        "mobile_availability": 56040.61496895459,
        "mobile_accuracy": 86581.09572517646,
        "soft_acc_blocks": [
          25.2664711875
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.34849531962138,
        "mobile_acc_per_sec": 18327.790288455253
      },
      "started": "2026-08-18T09:44:37.892473489+10:00",
      "ended": "2026-08-18T09:44:42.616802273+10:00"
    },
    {
      "cell": {
        "id": "int64|none|MeshTweenAlt|cnn|simd",
        "dtype": 6,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2456,
        "total_correct": 1845,
        "total_train": 115,
        "infer_ms": 671.291053,
        "train_ms": 1816.465692,
        "blocked_train": 1816465692,
        "duration": 4537996203,
        "avg_accuracy": 47.72727272727273,
        "soft_acc": 25.843622818181817,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 541.2080332672768,
        "availability": 26.983789888187,
        "score": 37.74162322967279,
        "zero_downtime": 6.973588880753733,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 28170424,
        "heap_mib": 26.86540985107422,
        "mobile_score": 16166.241960652522,
        "mobile_throughput": 231820.97822355723,
        "mobile_availability": 11558.233033413224,
        "mobile_accuracy": 11069.854019688652,
        "soft_acc_blocks": [
          25.843622818181817
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.074764405,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.694941481241654,
        "mobile_acc_per_sec": 2439.370489638255
      },
      "started": "2026-08-18T09:44:48.710338542+10:00",
      "ended": "2026-08-18T09:44:53.248610994+10:00"
    },
    {
      "cell": {
        "id": "int32|none|MeshTweenAlt|cnn|simd",
        "dtype": 7,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2752,
        "total_correct": 1826,
        "total_train": 135,
        "infer_ms": 521.704789,
        "train_ms": 1811.690536,
        "blocked_train": 1811690536,
        "duration": 4514421533,
        "avg_accuracy": 23.863636363636363,
        "soft_acc": 25.328149999999997,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 609.6019124229177,
        "availability": 22.358182662425623,
        "score": 34.52123229897814,
        "zero_downtime": 5.6629140420131545,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 27567464,
        "heap_mib": 26.290382385253906,
        "mobile_score": 29573.640260729822,
        "mobile_throughput": 522233.60696141614,
        "mobile_availability": 19153.80207797027,
        "mobile_accuracy": 21698.112920261436,
        "soft_acc_blocks": [
          25.328149999999997
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.6104973394384166,
        "mobile_acc_per_sec": 4806.399393953413
      },
      "started": "2026-08-18T09:44:59.356725992+10:00",
      "ended": "2026-08-18T09:45:03.871541952+10:00"
    },
    {
      "cell": {
        "id": "int16|none|MeshTweenAlt|cnn|simd",
        "dtype": 8,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2656,
        "total_correct": 1645,
        "total_train": 111,
        "infer_ms": 485.464579,
        "train_ms": 1768.854741,
        "blocked_train": 1768854741,
        "duration": 4559355753,
        "avg_accuracy": 11.25,
        "soft_acc": 24.4820733,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 582.5384426851062,
        "availability": 21.534863082307258,
        "score": 30.712480888265773,
        "zero_downtime": 5.272180964865103,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 47559248,
        "heap_mib": 45.35603332519531,
        "mobile_score": 52621.52019590551,
        "mobile_throughput": 998097.7615636894,
        "mobile_availability": 36896.96175064283,
        "mobile_accuracy": 41946.59230820392,
        "soft_acc_blocks": [
          24.4820733
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.369634357637281,
        "mobile_acc_per_sec": 9200.11391534946
      },
      "started": "2026-08-18T09:45:10.102066923+10:00",
      "ended": "2026-08-18T09:45:14.661936687+10:00"
    },
    {
      "cell": {
        "id": "int8|none|MeshTweenAlt|cnn|simd",
        "dtype": 9,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5080,
        "total_correct": 3494,
        "total_train": 161,
        "infer_ms": 614.353302,
        "train_ms": 1805.987524,
        "blocked_train": 1805987524,
        "duration": 4575318700,
        "avg_accuracy": 36.875,
        "soft_acc": 25.3066307,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1110.3051684683735,
        "availability": 25.382925222780177,
        "score": 71.32115362081672,
        "zero_downtime": 6.423563146986131,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 31675320,
        "heap_mib": 30.20793914794922,
        "mobile_score": 244397.5489513121,
        "mobile_throughput": 3804703.7657905007,
        "mobile_availability": 86980.15097516976,
        "mobile_accuracy": 86718.71108785359,
        "soft_acc_blocks": [
          25.3066307
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072637114,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.531118673765829,
        "mobile_acc_per_sec": 18953.589197590452
      },
      "started": "2026-08-18T09:45:20.79261649+10:00",
      "ended": "2026-08-18T09:45:25.368255816+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|MeshTweenAlt|cnn|simd",
        "dtype": 10,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3328,
        "total_correct": 2405,
        "total_train": 145,
        "infer_ms": 486.8441,
        "train_ms": 1846.222887,
        "blocked_train": 1846222887,
        "duration": 4495438359,
        "avg_accuracy": 47.65625,
        "soft_acc": 25.468041125,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 740.3060022694442,
        "availability": 20.86712909285189,
        "score": 39.34318507501678,
        "zero_downtime": 5.314449018974359,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 28834984,
        "heap_mib": 27.499183654785156,
        "mobile_score": 16797.361414177845,
        "mobile_throughput": 316069.66882560455,
        "mobile_availability": 8909.108613870629,
        "mobile_accuracy": 10873.443277967426,
        "soft_acc_blocks": [
          25.468041125
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.078170182,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.6653076054334575,
        "mobile_acc_per_sec": 2418.7726334181566
      },
      "started": "2026-08-18T09:45:31.401197325+10:00",
      "ended": "2026-08-18T09:45:35.897058548+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|MeshTweenAlt|cnn|simd",
        "dtype": 11,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2656,
        "total_correct": 1935,
        "total_train": 117,
        "infer_ms": 593.023873,
        "train_ms": 1746.404602,
        "blocked_train": 1746404602,
        "duration": 4641144093,
        "avg_accuracy": 28.125,
        "soft_acc": 25.32268275,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 572.2726868157162,
        "availability": 25.349091854582127,
        "score": 36.734584989038275,
        "zero_downtime": 6.419070110341924,
        "weight_bytes": 1232,
        "weight_mib": 0.0011749267578125,
        "heap_bytes": 28642832,
        "heap_mib": 27.315933227539062,
        "mobile_score": 31265.425478462497,
        "mobile_throughput": 487070.9454955165,
        "mobile_availability": 21575.04004911551,
        "mobile_accuracy": 21552.56281433766,
        "soft_acc_blocks": [
          25.32268275
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071847271,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.456129403134219,
        "mobile_acc_per_sec": 4643.803851477976
      },
      "started": "2026-08-18T09:45:41.998942533+10:00",
      "ended": "2026-08-18T09:45:46.653327029+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|MeshTweenAlt|cnn|simd",
        "dtype": 12,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3128,
        "total_correct": 2115,
        "total_train": 137,
        "infer_ms": 434.714872,
        "train_ms": 1826.964475,
        "blocked_train": 1826964475,
        "duration": 4543560123,
        "avg_accuracy": 38.333333333333336,
        "soft_acc": 25.317607,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 688.4469260494036,
        "availability": 19.22088878676045,
        "score": 33.501679928555525,
        "zero_downtime": 4.866269084939079,
        "weight_bytes": 620,
        "weight_mib": 0.000591278076171875,
        "heap_bytes": 31577040,
        "heap_mib": 30.114212036132812,
        "mobile_score": 56659.770214137156,
        "mobile_throughput": 1164336.9740793216,
        "mobile_availability": 32507.35916204214,
        "mobile_accuracy": 42818.4436736,
        "soft_acc_blocks": [
          25.317607
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072580187,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.572195880459355,
        "mobile_acc_per_sec": 9423.985270239595
      },
      "started": "2026-08-18T09:45:52.914115119+10:00",
      "ended": "2026-08-18T09:45:57.458095033+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|MeshTweenAlt|cnn|simd",
        "dtype": 13,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4864,
        "total_correct": 3454,
        "total_train": 175,
        "infer_ms": 508.470643,
        "train_ms": 1832.693469,
        "blocked_train": 1832693469,
        "duration": 4611917289,
        "avg_accuracy": 39.0625,
        "soft_acc": 25.64731834375,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1054.6589834993895,
        "availability": 21.71870995261523,
        "score": 58.74731796345344,
        "zero_downtime": 5.570266681702943,
        "weight_bytes": 314,
        "weight_mib": 0.0002994537353515625,
        "heap_bytes": 28175368,
        "heap_mib": 26.87012481689453,
        "mobile_score": 196181.61681798138,
        "mobile_throughput": 3521942.9881587764,
        "mobile_availability": 72527.7643543741,
        "mobile_accuracy": 85647.014266293,
        "soft_acc_blocks": [
          25.64731834375
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.084632259,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.561096770950786,
        "mobile_acc_per_sec": 18570.804483109845
      },
      "started": "2026-08-18T09:46:03.622940868+10:00",
      "ended": "2026-08-18T09:46:08.235122428+10:00"
    },
    {
      "cell": {
        "id": "int4|none|MeshTweenAlt|cnn|simd",
        "dtype": 14,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5216,
        "total_correct": 2183,
        "total_train": 162,
        "infer_ms": 574.256773,
        "train_ms": 1797.540489,
        "blocked_train": 1797540489,
        "duration": 4663689419,
        "avg_accuracy": 53.125,
        "soft_acc": 25.75990115,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1118.4278221336676,
        "availability": 24.211882786126598,
        "score": 69.75586315069015,
        "zero_downtime": 6.236957072260078,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 27366584,
        "heap_mib": 26.09880828857422,
        "mobile_score": 478067.47685685015,
        "mobile_throughput": 7665075.634128318,
        "mobile_availability": 165934.6353225195,
        "mobile_accuracy": 176543.88306053856,
        "soft_acc_blocks": [
          25.75990115
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073875446,
        "time_to_acc50_sec": 0.073875446,
        "acc_per_sec": 5.5235027111911545,
        "mobile_acc_per_sec": 37854.982868561936
      },
      "started": "2026-08-18T09:46:14.164604222+10:00",
      "ended": "2026-08-18T09:46:18.8285926+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|MeshTweenAlt|cnn|simd",
        "dtype": 15,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3040,
        "total_correct": 614,
        "total_train": 141,
        "infer_ms": 487.167149,
        "train_ms": 1815.861246,
        "blocked_train": 1815861246,
        "duration": 4516087324,
        "avg_accuracy": 24.166666666666668,
        "soft_acc": 25.4409552,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 673.1490739438146,
        "availability": 21.15332794235913,
        "score": 36.2262490271966,
        "zero_downtime": 5.381608685124669,
        "weight_bytes": 161,
        "weight_mib": 0.00015354156494140625,
        "heap_bytes": 31351136,
        "heap_mib": 29.898773193359375,
        "mobile_score": 235937.7347822466,
        "mobile_throughput": 4384148.840743536,
        "mobile_availability": 137769.3913073737,
        "mobile_accuracy": 165694.25490556026,
        "soft_acc_blocks": [
          25.4409552
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.633406392475683,
        "mobile_acc_per_sec": 36689.78100246324
      },
      "started": "2026-08-18T09:46:25.075195527+10:00",
      "ended": "2026-08-18T09:46:29.591654361+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|MeshTweenAlt|cnn|simd",
        "dtype": 16,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3488,
        "total_correct": 886,
        "total_train": 121,
        "infer_ms": 477.413619,
        "train_ms": 1789.705801,
        "blocked_train": 1789705801,
        "duration": 4853748020,
        "avg_accuracy": 21.666666666666668,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 718.6199171501285,
        "availability": 21.058159300668862,
        "score": 37.83203172995216,
        "zero_downtime": 5.2645398251672155,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 28930488,
        "heap_mib": 27.59026336669922,
        "mobile_score": 259279.48041350537,
        "mobile_throughput": 4925016.981997471,
        "mobile_availability": 144320.78723436702,
        "mobile_accuracy": 171335.9477124183,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.150658809848971,
        "mobile_acc_per_sec": 35299.7203411516
      },
      "started": "2026-08-18T09:46:35.588663835+10:00",
      "ended": "2026-08-18T09:46:40.442895344+10:00"
    },
    {
      "cell": {
        "id": "int2|none|MeshTweenAlt|cnn|simd",
        "dtype": 17,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5000,
        "total_correct": 1206,
        "total_train": 144,
        "infer_ms": 560.718502,
        "train_ms": 1776.180285,
        "blocked_train": 1776180285,
        "duration": 4525997513,
        "avg_accuracy": 27.717391304347824,
        "soft_acc": 25.02950265217391,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1104.7288438932026,
        "availability": 23.994128676827454,
        "score": 66.34571778135827,
        "zero_downtime": 6.005611073532549,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 28634088,
        "heap_mib": 27.307594299316406,
        "mobile_score": 903487.3684195523,
        "mobile_throughput": 15044053.924859205,
        "mobile_availability": 326748.9282004289,
        "mobile_accuracy": 340848.5165325443,
        "soft_acc_blocks": [
          25.02950265217391
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072358625,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.530162705631586,
        "mobile_acc_per_sec": 75309.03752234216
      },
      "started": "2026-08-18T09:46:46.588541329+10:00",
      "ended": "2026-08-18T09:46:51.114899519+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|MeshTweenAlt|cnn|simd",
        "dtype": 18,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3368,
        "total_correct": 1076,
        "total_train": 139,
        "infer_ms": 514.129162,
        "train_ms": 1790.131584,
        "blocked_train": 1790131584,
        "duration": 4508899089,
        "avg_accuracy": 20.833333333333332,
        "soft_acc": 24.878067238095234,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 746.9672604154393,
        "availability": 22.312108683554335,
        "score": 41.462818546104316,
        "zero_downtime": 5.550821400531532,
        "weight_bytes": 85,
        "weight_mib": 0.00008106231689453125,
        "heap_bytes": 27151144,
        "heap_mib": 25.893348693847656,
        "mobile_score": 511493.1343505868,
        "mobile_throughput": 9214728.73008682,
        "mobile_availability": 275246.3726466667,
        "mobile_accuracy": 306900.52037944645,
        "soft_acc_blocks": [
          24.878067238095234
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.517548019379778,
        "mobile_acc_per_sec": 68065.51096434318
      },
      "started": "2026-08-18T09:46:57.266887626+10:00",
      "ended": "2026-08-18T09:47:01.776148589+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|MeshTweenAlt|cnn|simd",
        "dtype": 19,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3928,
        "total_correct": 795,
        "total_train": 146,
        "infer_ms": 598.686939,
        "train_ms": 1636.225797,
        "blocked_train": 1636225797,
        "duration": 4625879695,
        "avg_accuracy": 11.805555555555555,
        "soft_acc": 24.902764944444446,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 849.1357879984814,
        "availability": 26.78793356699543,
        "score": 56.64530607148766,
        "zero_downtime": 6.670936129662805,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 31569840,
        "heap_mib": 30.107345581054688,
        "mobile_score": 771388.4215482629,
        "mobile_throughput": 11563420.883588254,
        "mobile_availability": 364794.6003629325,
        "mobile_accuracy": 339122.618888127,
        "soft_acc_blocks": [
          24.902764944444446
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.383357671701067,
        "mobile_acc_per_sec": 73309.86563586518
      },
      "started": "2026-08-18T09:47:07.768866175+10:00",
      "ended": "2026-08-18T09:47:12.489736971+10:00"
    },
    {
      "cell": {
        "id": "binary|none|MeshTweenAlt|cnn|simd",
        "dtype": 20,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4640,
        "total_correct": 886,
        "total_train": 166,
        "infer_ms": 467.828281,
        "train_ms": 1817.005928,
        "blocked_train": 1817005928,
        "duration": 4548953205,
        "avg_accuracy": 17.36111111111111,
        "soft_acc": 24.408882833333333,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1020.0148893376008,
        "availability": 20.47537099878917,
        "score": 50.97839917190639,
        "zero_downtime": 4.997809316784762,
        "weight_bytes": 39,
        "weight_mib": 0.00003719329833984375,
        "heap_bytes": 28616240,
        "heap_mib": 27.290573120117188,
        "mobile_score": 1370633.997181562,
        "mobile_throughput": 27424695.707745235,
        "mobile_availability": 550512.374882727,
        "mobile_accuracy": 656270.9929703932,
        "soft_acc_blocks": [
          24.408882833333333
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.365824121141587,
        "mobile_acc_per_sec": 144268.57419615798
      },
      "started": "2026-08-18T09:47:19.825850014+10:00",
      "ended": "2026-08-18T09:47:24.375298271+10:00"
    },
    {
      "cell": {
        "id": "int|none|MeshTweenAlt|cnn|simd",
        "dtype": 21,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2464,
        "total_correct": 1940,
        "total_train": 119,
        "infer_ms": 485.162263,
        "train_ms": 1715.500452,
        "blocked_train": 1715500452,
        "duration": 4705248407,
        "avg_accuracy": 55.68181818181818,
        "soft_acc": 25.338765045454544,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 523.6705454985769,
        "availability": 22.04618907264033,
        "score": 29.25345185215674,
        "zero_downtime": 5.586232050593008,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 45520432,
        "heap_mib": 43.41166687011719,
        "mobile_score": 12530.419742372183,
        "mobile_throughput": 224308.97300519433,
        "mobile_availability": 9443.261745519978,
        "mobile_accuracy": 10853.603307313131,
        "soft_acc_blocks": [
          25.338765045454544
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.209106246,
        "time_to_acc50_sec": 0.209106246,
        "acc_per_sec": 5.385213033122343,
        "mobile_acc_per_sec": 2306.7014466582086
      },
      "started": "2026-08-18T09:47:30.50328628+10:00",
      "ended": "2026-08-18T09:47:35.209215364+10:00"
    },
    {
      "cell": {
        "id": "uint|none|MeshTweenAlt|cnn|simd",
        "dtype": 22,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2528,
        "total_correct": 1722,
        "total_train": 124,
        "infer_ms": 479.914409,
        "train_ms": 1855.992336,
        "blocked_train": 1855992336,
        "duration": 4705018143,
        "avg_accuracy": 50,
        "soft_acc": 25.63612709090909,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 537.2986720064174,
        "availability": 20.54510138417362,
        "score": 28.299350740585783,
        "zero_downtime": 5.266968301802872,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 29700936,
        "heap_mib": 28.32501983642578,
        "mobile_score": 12082.255701205406,
        "mobile_throughput": 229396.7802515477,
        "mobile_availability": 8771.620614418256,
        "mobile_accuracy": 10945.206677718685,
        "soft_acc_blocks": [
          25.63612709090909
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073092061,
        "time_to_acc50_sec": 0.073092061,
        "acc_per_sec": 5.448677627109649,
        "mobile_acc_per_sec": 2326.283628470736
      },
      "started": "2026-08-18T09:47:41.460528764+10:00",
      "ended": "2026-08-18T09:47:46.186164802+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|MeshTweenAlt|cnn|simd",
        "dtype": 23,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3360,
        "total_correct": 2202,
        "total_train": 133,
        "infer_ms": 562.453548,
        "train_ms": 1761.399094,
        "blocked_train": 1761399094,
        "duration": 4519825254,
        "avg_accuracy": 40.625,
        "soft_acc": 25.569657250000002,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 743.3915718370824,
        "availability": 24.203494569084643,
        "score": 46.0066503909431,
        "zero_downtime": 6.188750603837308,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 28861256,
        "heap_mib": 27.52423858642578,
        "mobile_score": 19642.292117399655,
        "mobile_throughput": 317387.03616882756,
        "mobile_availability": 10333.551922342223,
        "mobile_accuracy": 10916.82773639088,
        "soft_acc_blocks": [
          25.569657250000002
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071785605,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.657222528099092,
        "mobile_acc_per_sec": 2415.3207531042485
      },
      "started": "2026-08-18T09:47:52.156200513+10:00",
      "ended": "2026-08-18T09:47:56.676407433+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|MeshTweenAlt|cnn|simd",
        "dtype": 24,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2344,
        "total_correct": 1860,
        "total_train": 121,
        "infer_ms": 492.195072,
        "train_ms": 1789.605052,
        "blocked_train": 1789605052,
        "duration": 4894359192,
        "avg_accuracy": 22.395833333333332,
        "soft_acc": 25.26375954166667,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 478.91867107574564,
        "availability": 21.570472664239368,
        "score": 26.098732107066027,
        "zero_downtime": 5.449512345894374,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 49779728,
        "heap_mib": 47.47364807128906,
        "mobile_score": 11179.127499141694,
        "mobile_throughput": 205139.96096483702,
        "mobile_availability": 9239.493441330662,
        "mobile_accuracy": 10821.475459625273,
        "soft_acc_blocks": [
          25.26375954166667
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.161811495764586,
        "mobile_acc_per_sec": 2211.009661349202
      },
      "started": "2026-08-18T09:48:02.95386892+10:00",
      "ended": "2026-08-18T09:48:07.938409478+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|MeshTweenAlt|cnn|simd",
        "dtype": 25,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2112,
        "total_correct": 1633,
        "total_train": 115,
        "infer_ms": 513.618365,
        "train_ms": 1751.098794,
        "blocked_train": 1751098794,
        "duration": 4873459417,
        "avg_accuracy": 27.678571428571427,
        "soft_acc": 25.25646807142857,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 433.3677208089081,
        "availability": 22.679139554309355,
        "score": 24.82308480572197,
        "zero_downtime": 5.727949640408871,
        "weight_bytes": 4896,
        "weight_mib": 0.004669189453125,
        "heap_bytes": 47920432,
        "heap_mib": 45.70048522949219,
        "mobile_score": 5316.358450417631,
        "mobile_throughput": 92814.3364409562,
        "mobile_availability": 4857.189836049732,
        "mobile_accuracy": 5409.1761161083095,
        "soft_acc_blocks": [
          25.25646807142857
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.155614321,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.18245170634373,
        "mobile_acc_per_sec": 1109.9253432253029
      },
      "started": "2026-08-18T09:48:14.484989852+10:00",
      "ended": "2026-08-18T09:48:19.40259287+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|MeshTweenAlt|cnn|simd",
        "dtype": 26,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2392,
        "total_correct": 580,
        "total_train": 116,
        "infer_ms": 539.545439,
        "train_ms": 1810.260194,
        "blocked_train": 1810260194,
        "duration": 4656363853,
        "avg_accuracy": 48.958333333333336,
        "soft_acc": 25.236455666666668,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 513.7055598562993,
        "availability": 22.96127949574968,
        "score": 29.767249771884924,
        "zero_downtime": 5.794613120444292,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 28261216,
        "heap_mib": 26.951995849609375,
        "mobile_score": 204007.99801832682,
        "mobile_throughput": 3520649.1577246985,
        "mobile_availability": 157363.70332375958,
        "mobile_accuracy": 172956.4819420305,
        "soft_acc_blocks": [
          25.236455666666668
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073391801,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.419777419328461,
        "mobile_acc_per_sec": 37144.10802124026
      },
      "started": "2026-08-18T09:48:25.650945313+10:00",
      "ended": "2026-08-18T09:48:30.307818019+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|MeshTweenAlt|cnn|simd",
        "dtype": 27,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1608,
        "total_correct": 927,
        "total_train": 83,
        "infer_ms": 512.772398,
        "train_ms": 1808.191543,
        "blocked_train": 1808191543,
        "duration": 4802838752,
        "avg_accuracy": 7.142857142857143,
        "soft_acc": 24.591725857142855,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 334.80199586763064,
        "availability": 22.09307904107589,
        "score": 18.190024892475705,
        "zero_downtime": 5.4330694311832675,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 45459168,
        "heap_mib": 43.353240966796875,
        "mobile_score": 82928.79800718524,
        "mobile_throughput": 1526371.0331256376,
        "mobile_availability": 100722.92368945736,
        "mobile_accuracy": 112114.3197059975,
        "soft_acc_blocks": [
          24.591725857142855
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.120248071393686,
        "mobile_acc_per_sec": 23343.34452917263
      },
      "started": "2026-08-18T09:48:36.483562666+10:00",
      "ended": "2026-08-18T09:48:41.286711157+10:00"
    },
    {
      "cell": {
        "id": "int6|none|MeshTweenAlt|cnn|simd",
        "dtype": 28,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1616,
        "total_correct": 970,
        "total_train": 85,
        "infer_ms": 497.033504,
        "train_ms": 1837.926044,
        "blocked_train": 1837926044,
        "duration": 4695240211,
        "avg_accuracy": 35,
        "soft_acc": 25.1597902,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 344.1783438926167,
        "availability": 21.286600207945014,
        "score": 18.433035497998453,
        "zero_downtime": 5.35566395303173,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 27185328,
        "heap_mib": 25.925949096679688,
        "mobile_score": 84036.68969717054,
        "mobile_throughput": 1569118.0483719322,
        "mobile_availability": 97046.16565063543,
        "mobile_accuracy": 114704.13986415304,
        "soft_acc_blocks": [
          25.1597902
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073371487,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.358573591411935,
        "mobile_acc_per_sec": 24429.876792123312
      },
      "started": "2026-08-18T09:48:47.53843994+10:00",
      "ended": "2026-08-18T09:48:52.234130203+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|MeshTweenAlt|cnn|simd",
        "dtype": 29,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1680,
        "total_correct": 767,
        "total_train": 89,
        "infer_ms": 464.194617,
        "train_ms": 1873.798975,
        "blocked_train": 1873798975,
        "duration": 4699204214,
        "avg_accuracy": 4.166666666666667,
        "soft_acc": 24.652759166666666,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 357.5073402843182,
        "availability": 19.8544007386655,
        "score": 17.49876019494904,
        "zero_downtime": 4.894657598088093,
        "weight_bytes": 238,
        "weight_mib": 0.0002269744873046875,
        "heap_bytes": 28448008,
        "heap_mib": 27.13013458251953,
        "mobile_score": 77095.71416041547,
        "mobile_throughput": 1575099.230445249,
        "mobile_availability": 87474.15171826436,
        "mobile_accuracy": 108614.67057120448,
        "soft_acc_blocks": [
          24.652759166666666
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.246156166871931,
        "mobile_acc_per_sec": 23113.41785224329
      },
      "started": "2026-08-18T09:48:58.641873041+10:00",
      "ended": "2026-08-18T09:49:03.341507932+10:00"
    },
    {
      "cell": {
        "id": "int5|none|MeshTweenAlt|cnn|simd",
        "dtype": 30,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1120,
        "total_correct": 344,
        "total_train": 83,
        "infer_ms": 314.461608,
        "train_ms": 1920.339338,
        "blocked_train": 1920339338,
        "duration": 4829086943,
        "avg_accuracy": 4.166666666666667,
        "soft_acc": 24.55799983333333,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 231.9279013237679,
        "availability": 14.071123809162735,
        "score": 8.014469390750392,
        "zero_downtime": 3.455586561602311,
        "weight_bytes": 192,
        "weight_mib": 0.00018310546875,
        "heap_bytes": 31567672,
        "heap_mib": 30.10527801513672,
        "mobile_score": 43769.688832684806,
        "mobile_throughput": 1266635.5784295378,
        "mobile_availability": 76847.09749644075,
        "mobile_accuracy": 134119.42308977776,
        "soft_acc_blocks": [
          24.55799983333333
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.08543335897718,
        "mobile_acc_per_sec": 27773.24671782737
      },
      "started": "2026-08-18T09:49:09.631442551+10:00",
      "ended": "2026-08-18T09:49:14.460928191+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|MeshTweenAlt|cnn|simd",
        "dtype": 31,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1304,
        "total_correct": 380,
        "total_train": 79,
        "infer_ms": 323.6342,
        "train_ms": 1930.589118,
        "blocked_train": 1930589118,
        "duration": 4617387624,
        "avg_accuracy": 27.083333333333332,
        "soft_acc": 25.037815499999997,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 282.41077123829535,
        "availability": 14.356794085828898,
        "score": 10.15161557045373,
        "zero_downtime": 3.5946276149247507,
        "weight_bytes": 200,
        "weight_mib": 0.00019073486328125,
        "heap_bytes": 29116688,
        "heap_mib": 27.767837524414062,
        "mobile_score": 53223.70224202045,
        "mobile_throughput": 1480645.784309834,
        "mobile_availability": 75270.94857671061,
        "mobile_accuracy": 131270.26212864,
        "soft_acc_blocks": [
          25.037815499999997
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073609248,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.4225067373290985,
        "mobile_acc_per_sec": 28429.552123007983
      },
      "started": "2026-08-18T09:49:20.699886243+10:00",
      "ended": "2026-08-18T09:49:25.317632825+10:00"
    },
    {
      "cell": {
        "id": "int3|none|MeshTweenAlt|cnn|simd",
        "dtype": 32,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2056,
        "total_correct": 571,
        "total_train": 104,
        "infer_ms": 502.884846,
        "train_ms": 1855.64487,
        "blocked_train": 1855644870,
        "duration": 4797273530,
        "avg_accuracy": 37.5,
        "soft_acc": 25.114604285714286,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 428.57677118944684,
        "availability": 21.32196353467526,
        "score": 22.94997224047374,
        "zero_downtime": 5.35492676767799,
        "weight_bytes": 115,
        "weight_mib": 0.00010967254638671875,
        "heap_bytes": 31654096,
        "heap_mib": 30.187698364257812,
        "mobile_score": 209259.0442784956,
        "mobile_throughput": 3907785.360232569,
        "mobile_availability": 194414.7759594404,
        "mobile_accuracy": 228996.27220432297,
        "soft_acc_blocks": [
          25.114604285714286
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.074819715,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.235182886416378,
        "mobile_acc_per_sec": 47734.67069832121
      },
      "started": "2026-08-18T09:49:31.686155375+10:00",
      "ended": "2026-08-18T09:49:36.483832968+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|MeshTweenAlt|cnn|simd",
        "dtype": 33,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2024,
        "total_correct": 539,
        "total_train": 96,
        "infer_ms": 661.26865,
        "train_ms": 1658.887986,
        "blocked_train": 1658887986,
        "duration": 4740014211,
        "avg_accuracy": 15.625,
        "soft_acc": 25.17845625,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 427.0029392112301,
        "availability": 28.5010347896184,
        "score": 30.642245777878596,
        "zero_downtime": 7.176120575301349,
        "weight_bytes": 123,
        "weight_mib": 0.00011730194091796875,
        "heap_bytes": 28458320,
        "heap_mib": 27.139968872070312,
        "mobile_score": 261225.39438036445,
        "mobile_throughput": 3640203.528344348,
        "mobile_availability": 242971.55329722687,
        "mobile_accuracy": 214646.54423414633,
        "soft_acc_blocks": [
          25.17845625
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.311894675667672,
        "mobile_acc_per_sec": 45283.94529620247
      },
      "started": "2026-08-18T09:49:42.700564731+10:00",
      "ended": "2026-08-18T09:49:47.440965243+10:00"
    },
    {
      "cell": {
        "id": "float64|none|MeshTweenAlt|bicameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 616,
        "total_correct": 183,
        "total_train": 41,
        "infer_ms": 348.349335,
        "train_ms": 1962.017365,
        "blocked_train": 1962017365,
        "duration": 4767205013,
        "avg_accuracy": 29.166666666666668,
        "soft_acc": 24.999587000000002,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 129.21617558300719,
        "availability": 15.077664294590118,
        "score": 4.870614828292261,
        "zero_downtime": 3.769353802893993,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 28387176,
        "heap_mib": 27.072120666503906,
        "mobile_score": 40.25736075002669,
        "mobile_throughput": 1068.0175662767006,
        "mobile_availability": 124.62224835543675,
        "mobile_accuracy": 206.6304620547358,
        "soft_acc_blocks": [
          24.999587000000002
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.074505705,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.2440763365173115,
        "mobile_acc_per_sec": 43.3441527039978
      },
      "started": "2026-08-18T09:49:53.771457979+10:00",
      "ended": "2026-08-18T09:49:58.541282312+10:00"
    },
    {
      "cell": {
        "id": "float32|none|MeshTweenAlt|bicameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1424,
        "total_correct": 447,
        "total_train": 56,
        "infer_ms": 367.707858,
        "train_ms": 1783.965356,
        "blocked_train": 1783965356,
        "duration": 4820334277,
        "avg_accuracy": 22.794117647058822,
        "soft_acc": 24.99984288235294,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 295.415196990497,
        "availability": 17.089391437672095,
        "score": 12.621085524710091,
        "zero_downtime": 4.2723210089683,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 49592800,
        "heap_mib": 47.295379638671875,
        "mobile_score": 208.635505346803,
        "mobile_throughput": 4883.422966318379,
        "mobile_availability": 282.4997748163144,
        "mobile_accuracy": 413.2651540264554,
        "soft_acc_blocks": [
          24.99984288235294
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.18632971195349,
        "mobile_acc_per_sec": 85.73371270086616
      },
      "started": "2026-08-18T09:50:04.627408887+10:00",
      "ended": "2026-08-18T09:50:09.4500791+10:00"
    },
    {
      "cell": {
        "id": "float16|none|MeshTweenAlt|bicameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 320,
        "total_correct": 97,
        "total_train": 20,
        "infer_ms": 340.251315,
        "train_ms": 1868.77631,
        "blocked_train": 1868776310,
        "duration": 4885685666,
        "avg_accuracy": 25,
        "soft_acc": 25.00028275,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 65.497459696786,
        "availability": 15.40276414605725,
        "score": 2.52213333469411,
        "zero_downtime": 3.8507345878299355,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 48084592,
        "heap_mib": 45.85704040527344,
        "mobile_score": 83.3853097351561,
        "mobile_throughput": 2165.43903074212,
        "mobile_availability": 509.23725618666055,
        "mobile_accuracy": 826.5448507019801,
        "soft_acc_blocks": [
          25.00028275
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.151113908,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.117046911957434,
        "mobile_acc_per_sec": 169.17683764512165
      },
      "started": "2026-08-18T09:50:15.788194111+10:00",
      "ended": "2026-08-18T09:50:20.676510815+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|MeshTweenAlt|bicameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 408,
        "total_correct": 102,
        "total_train": 25,
        "infer_ms": 289.333714,
        "train_ms": 1920.415892,
        "blocked_train": 1920415892,
        "duration": 4814234225,
        "avg_accuracy": 50,
        "soft_acc": 25.0025255,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 84.74868087665594,
        "availability": 13.093506758158917,
        "score": 2.774423808491756,
        "zero_downtime": 3.273707366052906,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 27643392,
        "heap_mib": 26.36279296875,
        "mobile_score": 91.72639107747041,
        "mobile_throughput": 2801.9117416736153,
        "mobile_availability": 432.8899275584325,
        "mobile_accuracy": 826.6189992019171,
        "soft_acc_blocks": [
          25.0025255
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.118240869,
        "time_to_acc50_sec": 0.118240869,
        "acc_per_sec": 5.193458467426354,
        "mobile_acc_per_sec": 171.70311218123524
      },
      "started": "2026-08-18T09:50:26.965568581+10:00",
      "ended": "2026-08-18T09:50:31.810707565+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|MeshTweenAlt|bicameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 85,
        "total_train": 22,
        "infer_ms": 329.563042,
        "train_ms": 1889.420451,
        "blocked_train": 1889420451,
        "duration": 4611267815,
        "avg_accuracy": 31.25,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 71.13011283644127,
        "availability": 14.851982587506344,
        "score": 2.641057993235468,
        "zero_downtime": 3.712995646876586,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 42679824,
        "heap_mib": 40.70265197753906,
        "mobile_score": 174.63425566369492,
        "mobile_throughput": 4703.325084978196,
        "mobile_availability": 982.0552713883877,
        "mobile_accuracy": 1653.0710051708916,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.133033405,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.421502502777536,
        "mobile_acc_per_sec": 358.4851436721187
      },
      "started": "2026-08-18T09:50:38.325650095+10:00",
      "ended": "2026-08-18T09:50:42.943331966+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|MeshTweenAlt|bicameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 280,
        "total_correct": 71,
        "total_train": 22,
        "infer_ms": 278.833671,
        "train_ms": 1983.133689,
        "blocked_train": 1983133689,
        "duration": 4703101989,
        "avg_accuracy": 6.25,
        "soft_acc": 24.998763,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 59.535175008938126,
        "availability": 12.327042199229611,
        "score": 1.834640754167816,
        "zero_downtime": 3.0816080642953985,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 27215408,
        "heap_mib": 25.954635620117188,
        "mobile_score": 121.31165742478697,
        "mobile_throughput": 3936.6348638020118,
        "mobile_availability": 815.0990415625797,
        "mobile_accuracy": 1652.9892112175557,
        "soft_acc_blocks": [
          24.998763
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.315377607899882,
        "mobile_acc_per_sec": 351.4678642061563
      },
      "started": "2026-08-18T09:50:49.091641534+10:00",
      "ended": "2026-08-18T09:50:53.813277254+10:00"
    },
    {
      "cell": {
        "id": "int64|none|MeshTweenAlt|bicameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 312,
        "total_correct": 75,
        "total_train": 19,
        "infer_ms": 550.518389,
        "train_ms": 1977.906911,
        "blocked_train": 1977906911,
        "duration": 4635599131,
        "avg_accuracy": 25,
        "soft_acc": 25.0012385,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 67.30521582712757,
        "availability": 21.77317198178645,
        "score": 3.6638015944279485,
        "zero_downtime": 5.443562656181607,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 33029312,
        "heap_mib": 31.49920654296875,
        "mobile_score": 30.28262092223862,
        "mobile_throughput": 556.3015039029679,
        "mobile_availability": 179.9629964684521,
        "mobile_accuracy": 206.64411228856096,
        "soft_acc_blocks": [
          25.0012385
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.088436368,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.393313311499971,
        "mobile_acc_per_sec": 44.57764928521404
      },
      "started": "2026-08-18T09:51:00.577896755+10:00",
      "ended": "2026-08-18T09:51:05.216625318+10:00"
    },
    {
      "cell": {
        "id": "int32|none|MeshTweenAlt|bicameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 280,
        "total_correct": 59,
        "total_train": 21,
        "infer_ms": 320.141457,
        "train_ms": 2035.169029,
        "blocked_train": 2035169029,
        "duration": 4617420302,
        "avg_accuracy": 31.25,
        "soft_acc": 24.9982665,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 60.63992049385674,
        "availability": 13.592325041769463,
        "score": 2.0604508930765615,
        "zero_downtime": 3.397845637487767,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 32957664,
        "heap_mib": 31.430877685546875,
        "mobile_score": 34.060716289233326,
        "mobile_throughput": 1002.4209432426272,
        "mobile_availability": 224.69078419407327,
        "mobile_accuracy": 413.2390953068483,
        "soft_acc_blocks": [
          24.9982665
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073844158,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.413903189443723,
        "mobile_acc_per_sec": 89.49566387271632
      },
      "started": "2026-08-18T09:51:11.744556554+10:00",
      "ended": "2026-08-18T09:51:16.365130142+10:00"
    },
    {
      "cell": {
        "id": "int16|none|MeshTweenAlt|bicameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 296,
        "total_correct": 74,
        "total_train": 20,
        "infer_ms": 374.45198,
        "train_ms": 1956.06504,
        "blocked_train": 1956065040,
        "duration": 4659075413,
        "avg_accuracy": 6.25,
        "soft_acc": 24.9973835,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 63.531918623614686,
        "availability": 16.06733513578888,
        "score": 2.551704481518604,
        "zero_downtime": 4.0164133821233925,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 28941208,
        "heap_mib": 27.600486755371094,
        "mobile_score": 84.36297384326056,
        "mobile_throughput": 2100.4554515914806,
        "mobile_availability": 531.2089168667222,
        "mobile_accuracy": 826.4489973797453,
        "soft_acc_blocks": [
          24.9973835
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.36530991326111,
        "mobile_acc_per_sec": 177.38476502735787
      },
      "started": "2026-08-18T09:51:22.611854274+10:00",
      "ended": "2026-08-18T09:51:27.27435792+10:00"
    },
    {
      "cell": {
        "id": "int8|none|MeshTweenAlt|bicameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 952,
        "total_correct": 256,
        "total_train": 47,
        "infer_ms": 239.018926,
        "train_ms": 1845.225291,
        "blocked_train": 1845225291,
        "duration": 4726577637,
        "avg_accuracy": 47.11538461538461,
        "soft_acc": 25.00232653846154,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 201.41423099615955,
        "availability": 11.467894407500712,
        "score": 5.775030216266668,
        "zero_downtime": 2.867240406849297,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 70575272,
        "heap_mib": 67.30582427978516,
        "mobile_score": 381.8614001798485,
        "mobile_throughput": 13318.081011541744,
        "mobile_availability": 758.2897494160339,
        "mobile_accuracy": 1653.224842501819,
        "soft_acc_blocks": [
          25.00232653846154
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.20090394,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.289731484095696,
        "mobile_acc_per_sec": 349.77206965992735
      },
      "started": "2026-08-18T09:51:33.512334895+10:00",
      "ended": "2026-08-18T09:51:38.242732068+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|MeshTweenAlt|bicameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 264,
        "total_correct": 70,
        "total_train": 20,
        "infer_ms": 306.072123,
        "train_ms": 1962.124153,
        "blocked_train": 1962124153,
        "duration": 4649390733,
        "avg_accuracy": 12.5,
        "soft_acc": 24.997764,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 56.78163337105787,
        "availability": 13.49407572169032,
        "score": 1.9153678249541373,
        "zero_downtime": 3.3732172028894434,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 32863768,
        "heap_mib": 31.341331481933594,
        "mobile_score": 15.828699697511976,
        "mobile_throughput": 469.2463824728916,
        "mobile_availability": 111.5157462244818,
        "mobile_accuracy": 206.58282670836354,
        "soft_acc_blocks": [
          24.997764
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.3765676914554135,
        "mobile_acc_per_sec": 44.4322360867844
      },
      "started": "2026-08-18T09:51:44.571100967+10:00",
      "ended": "2026-08-18T09:51:49.223772173+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|MeshTweenAlt|bicameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 67,
        "total_train": 22,
        "infer_ms": 381.139696,
        "train_ms": 2035.63977,
        "blocked_train": 2035639770,
        "duration": 4727922656,
        "avg_accuracy": 6.25,
        "soft_acc": 24.997368,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 69.37507735744144,
        "availability": 15.770561665306703,
        "score": 2.7349218758605587,
        "zero_downtime": 3.942225335143645,
        "weight_bytes": 63452,
        "weight_mib": 0.060512542724609375,
        "heap_bytes": 31928344,
        "heap_mib": 30.449241638183594,
        "mobile_score": 45.19595033887602,
        "mobile_throughput": 1146.457812443367,
        "mobile_availability": 260.6164103379033,
        "mobile_accuracy": 413.0939946411146,
        "soft_acc_blocks": [
          24.997368
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.287177861989121,
        "mobile_acc_per_sec": 87.37325559183483
      },
      "started": "2026-08-18T09:51:55.721305007+10:00",
      "ended": "2026-08-18T09:52:00.452433083+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|MeshTweenAlt|bicameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 312,
        "total_correct": 57,
        "total_train": 20,
        "infer_ms": 361.012577,
        "train_ms": 1940.4899,
        "blocked_train": 1940489900,
        "duration": 4961499897,
        "avg_accuracy": 12.5,
        "soft_acc": 24.999681,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 62.88420971018313,
        "availability": 15.685952138125812,
        "score": 2.465965293275848,
        "zero_downtime": 3.921437996344132,
        "weight_bytes": 31736,
        "weight_mib": 0.03026580810546875,
        "heap_bytes": 27297832,
        "heap_mib": 26.033241271972656,
        "mobile_score": 81.4769354475049,
        "mobile_throughput": 2077.7310650701093,
        "mobile_availability": 518.2730321775715,
        "mobile_accuracy": 826.0040806735568,
        "soft_acc_blocks": [
          24.999681
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.038734559909233,
        "mobile_acc_per_sec": 166.48273663635567
      },
      "started": "2026-08-18T09:52:06.931804794+10:00",
      "ended": "2026-08-18T09:52:11.920222636+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|MeshTweenAlt|bicameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 528,
        "total_correct": 146,
        "total_train": 39,
        "infer_ms": 253.734894,
        "train_ms": 1931.673819,
        "blocked_train": 1931673819,
        "duration": 4617568146,
        "avg_accuracy": 25,
        "soft_acc": 25.000121333333336,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 114.34590314760891,
        "availability": 11.610409187565088,
        "score": 3.3190229194099556,
        "zero_downtime": 2.9026163841877533,
        "weight_bytes": 15878,
        "weight_mib": 0.015142440795898438,
        "heap_bytes": 28724000,
        "heap_mib": 27.393341064453125,
        "mobile_score": 219.1867852842432,
        "mobile_throughput": 7551.352168970095,
        "mobile_availability": 766.7462164164409,
        "mobile_accuracy": 1650.996802319016,
        "soft_acc_blocks": [
          25.000121333333336
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.11954752,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.414131539128418,
        "mobile_acc_per_sec": 357.54681904352685
      },
      "started": "2026-08-18T09:52:18.197198709+10:00",
      "ended": "2026-08-18T09:52:22.818811755+10:00"
    },
    {
      "cell": {
        "id": "int4|none|MeshTweenAlt|bicameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 776,
        "total_correct": 162,
        "total_train": 35,
        "infer_ms": 224.770275,
        "train_ms": 1912.743057,
        "blocked_train": 1912743057,
        "duration": 5045662504,
        "avg_accuracy": 15.625,
        "soft_acc": 24.99776075,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 153.7954628128255,
        "availability": 10.51550283383215,
        "score": 4.042729422885722,
        "zero_downtime": 2.6286402400608306,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 28274176,
        "heap_mib": 26.96435546875,
        "mobile_score": 534.6335032578911,
        "mobile_throughput": 20338.785624217595,
        "mobile_availability": 1390.6298271520218,
        "mobile_accuracy": 3305.8458792019173,
        "soft_acc_blocks": [
          24.99776075
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.954306937925946,
        "mobile_acc_per_sec": 655.1856919841892
      },
      "started": "2026-08-18T09:52:29.078549494+10:00",
      "ended": "2026-08-18T09:52:34.130004818+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|MeshTweenAlt|bicameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 216,
        "total_correct": 32,
        "total_train": 15,
        "infer_ms": 299.942053,
        "train_ms": 1961.261983,
        "blocked_train": 1961261983,
        "duration": 4604986732,
        "avg_accuracy": 6.25,
        "soft_acc": 24.997275,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 46.90567260466104,
        "availability": 13.264705361599663,
        "score": 1.5553052704661372,
        "zero_downtime": 3.315814877178812,
        "weight_bytes": 7949,
        "weight_mib": 0.007580757141113281,
        "heap_bytes": 33109424,
        "heap_mib": 31.575607299804688,
        "mobile_score": 205.16489863936349,
        "mobile_throughput": 6187.46541163732,
        "mobile_availability": 1749.786349131303,
        "mobile_accuracy": 3297.4641628380928,
        "soft_acc_blocks": [
          24.997275
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.428305542401288,
        "mobile_acc_per_sec": 716.0637705911402
      },
      "started": "2026-08-18T09:52:40.622417221+10:00",
      "ended": "2026-08-18T09:52:45.230822654+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|MeshTweenAlt|bicameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 336,
        "total_correct": 88,
        "total_train": 21,
        "infer_ms": 238.842148,
        "train_ms": 1940.391525,
        "blocked_train": 1940391525,
        "duration": 4812766388,
        "avg_accuracy": 25,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 69.81431736179255,
        "availability": 10.95991453138674,
        "score": 1.9128973783808896,
        "zero_downtime": 2.7399786328466846,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 49735680,
        "heap_mib": 47.431640625,
        "mobile_score": 252.97241536550885,
        "mobile_throughput": 9232.641902126243,
        "mobile_availability": 1449.4013544789232,
        "mobile_accuracy": 3306.142010341783,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.128913557,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.1945176608476595,
        "mobile_acc_per_sec": 686.9525224796312
      },
      "started": "2026-08-18T09:52:51.465622439+10:00",
      "ended": "2026-08-18T09:52:56.287730033+10:00"
    },
    {
      "cell": {
        "id": "int2|none|MeshTweenAlt|bicameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 760,
        "total_correct": 291,
        "total_train": 38,
        "infer_ms": 208.544555,
        "train_ms": 1929.310399,
        "blocked_train": 1929310399,
        "duration": 4686486728,
        "avg_accuracy": 40.625,
        "soft_acc": 25.00432775,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 162.16838841328305,
        "availability": 9.754850515457374,
        "score": 3.955505587318331,
        "zero_downtime": 2.4391347944075266,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 28680520,
        "heap_mib": 27.35187530517578,
        "mobile_score": 1046.0651265391946,
        "mobile_throughput": 42886.72888999917,
        "mobile_availability": 2579.748331424018,
        "mobile_accuracy": 6612.5946972973525,
        "soft_acc_blocks": [
          25.00432775
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.070402042,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.335409913914516,
        "mobile_acc_per_sec": 1410.9918753828065
      },
      "started": "2026-08-18T09:53:02.47438715+10:00",
      "ended": "2026-08-18T09:53:07.16410888+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|MeshTweenAlt|bicameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 272,
        "total_correct": 30,
        "total_train": 20,
        "infer_ms": 362.614578,
        "train_ms": 2002.105398,
        "blocked_train": 2002105398,
        "duration": 4827119228,
        "avg_accuracy": 0,
        "soft_acc": 24.9958905,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 56.34830779033743,
        "availability": 15.334355935596832,
        "score": 2.159807432548947,
        "zero_downtime": 3.832958818542035,
        "weight_bytes": 3985,
        "weight_mib": 0.0038003921508789062,
        "heap_bytes": 28270608,
        "heap_mib": 26.960952758789062,
        "mobile_score": 568.3117285802873,
        "mobile_throughput": 14826.971942173364,
        "mobile_availability": 4034.940428989808,
        "mobile_accuracy": 6577.1871711237145,
        "soft_acc_blocks": [
          24.9958905
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.178221071277836,
        "mobile_acc_per_sec": 1362.5491437983005
      },
      "started": "2026-08-18T09:53:13.641732067+10:00",
      "ended": "2026-08-18T09:53:18.472070204+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|MeshTweenAlt|bicameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 768,
        "total_correct": 196,
        "total_train": 34,
        "infer_ms": 215.671155,
        "train_ms": 1934.017142,
        "blocked_train": 1934017142,
        "duration": 5005095453,
        "avg_accuracy": 34.375,
        "soft_acc": 25.0008045,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 153.44362704205153,
        "availability": 10.032671029608347,
        "score": 3.8487474279638265,
        "zero_downtime": 2.50824847024052,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 31837792,
        "heap_mib": 30.362884521484375,
        "mobile_score": 1017.832076424867,
        "mobile_throughput": 40579.39588127269,
        "mobile_availability": 2653.2201910574026,
        "mobile_accuracy": 6611.6629456221945,
        "soft_acc_blocks": [
          25.0008045
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.075023499,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.995070470637036,
        "mobile_acc_per_sec": 1320.9863843174528
      },
      "started": "2026-08-18T09:53:24.642698895+10:00",
      "ended": "2026-08-18T09:53:29.650945132+10:00"
    },
    {
      "cell": {
        "id": "binary|none|MeshTweenAlt|bicameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 648,
        "total_correct": 164,
        "total_train": 38,
        "infer_ms": 172.362222,
        "train_ms": 1924.577538,
        "blocked_train": 1924577538,
        "duration": 4865989180,
        "avg_accuracy": 25,
        "soft_acc": 24.993801666666666,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 133.16922336436434,
        "availability": 8.219703078165677,
        "score": 2.7358502113331142,
        "zero_downtime": 2.0544162849456242,
        "weight_bytes": 1983,
        "weight_mib": 0.0018911361694335938,
        "heap_bytes": 32119992,
        "heap_mib": 30.63201141357422,
        "mobile_score": 1446.6701317190275,
        "mobile_throughput": 70417.57516818543,
        "mobile_availability": 4346.436396818282,
        "mobile_accuracy": 13216.288742524794,
        "soft_acc_blocks": [
          24.993801666666666
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.104188102,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.136427711223695,
        "mobile_acc_per_sec": 2716.053869754966
      },
      "started": "2026-08-18T09:53:36.104724038+10:00",
      "ended": "2026-08-18T09:53:40.974731762+10:00"
    },
    {
      "cell": {
        "id": "int|none|MeshTweenAlt|bicameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 248,
        "total_correct": 59,
        "total_train": 17,
        "infer_ms": 373.790904,
        "train_ms": 1886.632909,
        "blocked_train": 1886632909,
        "duration": 4786148118,
        "avg_accuracy": 43.75,
        "soft_acc": 24.99986,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 51.81619830512734,
        "availability": 16.536319510097112,
        "score": 2.1421110315413916,
        "zero_downtime": 4.134056726676964,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 53833128,
        "heap_mib": 51.339271545410156,
        "mobile_score": 17.70530818048892,
        "mobile_throughput": 428.2792750819555,
        "mobile_availability": 136.6785515719163,
        "mobile_accuracy": 206.63271849665784,
        "soft_acc_blocks": [
          24.99986
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.12864744,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.223377836130729,
        "mobile_acc_per_sec": 43.17307224979991
      },
      "started": "2026-08-18T09:53:47.678776672+10:00",
      "ended": "2026-08-18T09:53:52.46896448+10:00"
    },
    {
      "cell": {
        "id": "uint|none|MeshTweenAlt|bicameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 224,
        "total_correct": 60,
        "total_train": 15,
        "infer_ms": 326.677162,
        "train_ms": 1985.658806,
        "blocked_train": 1985658806,
        "duration": 4846172639,
        "avg_accuracy": 43.75,
        "soft_acc": 24.9995265,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 46.22204297827534,
        "availability": 14.127582086722098,
        "score": 1.6324833461587565,
        "zero_downtime": 3.531828627579344,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 27368896,
        "heap_mib": 26.10101318359375,
        "mobile_score": 13.490927596716404,
        "mobile_throughput": 381.98137620179097,
        "mobile_availability": 116.75107589740796,
        "mobile_accuracy": 206.59739210037517,
        "soft_acc_blocks": [
          24.9995265
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072653906,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.1586124478550595,
        "mobile_acc_per_sec": 42.63104257528189
      },
      "started": "2026-08-18T09:53:58.743801407+10:00",
      "ended": "2026-08-18T09:54:03.600631032+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|MeshTweenAlt|bicameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 264,
        "total_correct": 81,
        "total_train": 18,
        "infer_ms": 382.234268,
        "train_ms": 2023.146215,
        "blocked_train": 2023146215,
        "duration": 4898922045,
        "avg_accuracy": 43.75,
        "soft_acc": 25.000814,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 53.88940619486832,
        "availability": 15.890802752472489,
        "score": 2.1409345172845407,
        "zero_downtime": 3.972830039252527,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 32012552,
        "heap_mib": 30.52954864501953,
        "mobile_score": 17.692794618676544,
        "mobile_throughput": 445.3448660996678,
        "mobile_availability": 131.3224235283928,
        "mobile_accuracy": 206.60803206758928,
        "soft_acc_blocks": [
          25.000814
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.074122915,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.10332962442557,
        "mobile_acc_per_sec": 42.17418243641174
      },
      "started": "2026-08-18T09:54:10.1453945+10:00",
      "ended": "2026-08-18T09:54:15.047641235+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|MeshTweenAlt|bicameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 288,
        "total_correct": 61,
        "total_train": 18,
        "infer_ms": 412.443184,
        "train_ms": 1959.805693,
        "blocked_train": 1959805693,
        "duration": 4763475450,
        "avg_accuracy": 18.75,
        "soft_acc": 24.9968225,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 60.46005758253672,
        "availability": 17.38616837376629,
        "score": 2.6275878436765137,
        "zero_downtime": 4.345989647941496,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 31997680,
        "heap_mib": 30.515365600585938,
        "mobile_score": 21.71794638960575,
        "mobile_throughput": 499.7238408032698,
        "mobile_availability": 143.70285414846103,
        "mobile_accuracy": 206.60761248076682,
        "soft_acc_blocks": [
          24.9968225
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.247601832397394,
        "mobile_acc_per_sec": 43.373292179088864
      },
      "started": "2026-08-18T09:54:21.402050043+10:00",
      "ended": "2026-08-18T09:54:26.168134869+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|MeshTweenAlt|bicameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 264,
        "total_correct": 63,
        "total_train": 18,
        "infer_ms": 375.515804,
        "train_ms": 2012.971912,
        "blocked_train": 2012971912,
        "duration": 4882482510,
        "avg_accuracy": 37.5,
        "soft_acc": 24.999834,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 54.07085421387408,
        "availability": 15.721906438308011,
        "score": 2.1252281658660794,
        "zero_downtime": 3.930450511212315,
        "weight_bytes": 253728,
        "weight_mib": 0.241973876953125,
        "heap_bytes": 28117112,
        "heap_mib": 26.81456756591797,
        "mobile_score": 8.782882650914326,
        "mobile_throughput": 223.45740331444392,
        "mobile_availability": 64.97356919794134,
        "mobile_accuracy": 103.31625179871358,
        "soft_acc_blocks": [
          24.999834
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.08768844,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.120312043882775,
        "mobile_acc_per_sec": 21.160598442924805
      },
      "started": "2026-08-18T09:54:32.506889667+10:00",
      "ended": "2026-08-18T09:54:37.392707075+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|MeshTweenAlt|bicameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 208,
        "total_correct": 60,
        "total_train": 16,
        "infer_ms": 337.253008,
        "train_ms": 2075.694699,
        "blocked_train": 2075694699,
        "duration": 4665217288,
        "avg_accuracy": 6.25,
        "soft_acc": 24.9931765,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 44.585275917377594,
        "availability": 13.976805507289844,
        "score": 1.5574741119233453,
        "zero_downtime": 3.4932476694986714,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 31856656,
        "heap_mib": 30.380874633789062,
        "mobile_score": 205.9692236579813,
        "mobile_throughput": 5896.210150124874,
        "mobile_availability": 1848.3721543210943,
        "mobile_accuracy": 3305.2396319414806,
        "soft_acc_blocks": [
          24.9931765
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.3573445687702765,
        "mobile_acc_per_sec": 708.4856777075119
      },
      "started": "2026-08-18T09:54:43.862304932+10:00",
      "ended": "2026-08-18T09:54:48.545351709+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|MeshTweenAlt|bicameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 120,
        "total_correct": 19,
        "total_train": 8,
        "infer_ms": 412.005071,
        "train_ms": 1991.378083,
        "blocked_train": 1991378083,
        "duration": 4700311127,
        "avg_accuracy": 0,
        "soft_acc": 24.997512,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 25.530224863346582,
        "availability": 17.142712776125247,
        "score": 1.0940343907163934,
        "zero_downtime": 4.285251683337442,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 28715280,
        "heap_mib": 27.385025024414062,
        "mobile_score": 96.4501601883162,
        "mobile_throughput": 2250.746684572768,
        "mobile_availability": 1511.30294198237,
        "mobile_accuracy": 2203.7826755432993,
        "soft_acc_blocks": [
          24.997512
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.318267519868372,
        "mobile_acc_per_sec": 468.8588938047333
      },
      "started": "2026-08-18T09:54:55.001724522+10:00",
      "ended": "2026-08-18T09:54:59.707410391+10:00"
    },
    {
      "cell": {
        "id": "int6|none|MeshTweenAlt|bicameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 104,
        "total_correct": 4,
        "total_train": 8,
        "infer_ms": 358.058885,
        "train_ms": 2160.605664,
        "blocked_train": 2160605664,
        "duration": 4734087102,
        "avg_accuracy": 12.5,
        "soft_acc": 24.999667,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 21.968332597020307,
        "availability": 14.216219668560555,
        "score": 0.7807562050669231,
        "zero_downtime": 3.554007577128642,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 28734688,
        "heap_mib": 27.403533935546875,
        "mobile_score": 68.83153005584782,
        "mobile_throughput": 1936.7299748825596,
        "mobile_availability": 1253.3030734135323,
        "mobile_accuracy": 2203.9726605172355,
        "soft_acc_blocks": [
          24.999667
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.280778841064931,
        "mobile_acc_per_sec": 465.55388885559955
      },
      "started": "2026-08-18T09:55:06.157275252+10:00",
      "ended": "2026-08-18T09:55:10.902715068+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|MeshTweenAlt|bicameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 136,
        "total_correct": 28,
        "total_train": 9,
        "infer_ms": 475.028623,
        "train_ms": 2185.478739,
        "blocked_train": 2185478739,
        "duration": 4666109221,
        "avg_accuracy": 12.5,
        "soft_acc": 24.998804,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 29.146338750050447,
        "availability": 17.85481332563965,
        "score": 1.300943853638494,
        "zero_downtime": 4.463489787842538,
        "weight_bytes": 11914,
        "weight_mib": 0.011362075805664062,
        "heap_bytes": 29986408,
        "heap_mib": 28.597267150878906,
        "mobile_score": 114.49878313520544,
        "mobile_throughput": 2565.2300907481026,
        "mobile_availability": 1571.4393770140946,
        "mobile_accuracy": 2200.1969030639584,
        "soft_acc_blocks": [
          24.998804
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.357526542133206,
        "mobile_acc_per_sec": 471.52709009936785
      },
      "started": "2026-08-18T09:55:17.81267591+10:00",
      "ended": "2026-08-18T09:55:22.484197738+10:00"
    },
    {
      "cell": {
        "id": "int5|none|MeshTweenAlt|bicameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 120,
        "total_correct": 26,
        "total_train": 10,
        "infer_ms": 359.82772,
        "train_ms": 2024.123655,
        "blocked_train": 2024123655,
        "duration": 4785024876,
        "avg_accuracy": 18.75,
        "soft_acc": 24.9998845,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 25.078239530556626,
        "availability": 15.093752488974317,
        "score": 0.9463074788728322,
        "zero_downtime": 3.773420688959455,
        "weight_bytes": 9912,
        "weight_mib": 0.00945281982421875,
        "heap_bytes": 31469576,
        "heap_mib": 30.01172637939453,
        "mobile_score": 100.1084857714446,
        "mobile_throughput": 2652.9903242527184,
        "mobile_availability": 1596.7460260168214,
        "mobile_accuracy": 2644.7012600355124,
        "soft_acc_blocks": [
          24.9998845
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.224609097727082,
        "mobile_acc_per_sec": 552.7037640494625
      },
      "started": "2026-08-18T09:55:28.90709487+10:00",
      "ended": "2026-08-18T09:55:33.761943059+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|MeshTweenAlt|bicameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 128,
        "total_correct": 27,
        "total_train": 9,
        "infer_ms": 377.683501,
        "train_ms": 1994.561661,
        "blocked_train": 1994561661,
        "duration": 4662361776,
        "avg_accuracy": 0,
        "soft_acc": 24.997419,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 27.45389700535328,
        "availability": 15.920930393281163,
        "score": 1.0926161447787135,
        "zero_downtime": 3.9798216791068404,
        "weight_bytes": 9932,
        "weight_mib": 0.009471893310546875,
        "heap_bytes": 28310048,
        "heap_mib": 26.998565673828125,
        "mobile_score": 115.35351053438222,
        "mobile_throughput": 2898.4592736896216,
        "mobile_availability": 1680.8604015369701,
        "mobile_accuracy": 2639.1153468932744,
        "soft_acc_blocks": [
          24.997419
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.361535676762978,
        "mobile_acc_per_sec": 566.0468821785558
      },
      "started": "2026-08-18T09:55:40.196373039+10:00",
      "ended": "2026-08-18T09:55:44.863468724+10:00"
    },
    {
      "cell": {
        "id": "int3|none|MeshTweenAlt|bicameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 144,
        "total_correct": 30,
        "total_train": 12,
        "infer_ms": 328.988315,
        "train_ms": 1981.507434,
        "blocked_train": 1981507434,
        "duration": 4975303812,
        "avg_accuracy": 6.25,
        "soft_acc": 24.9993915,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 28.94295613720805,
        "availability": 14.238862596582946,
        "score": 1.0302618617574875,
        "zero_downtime": 3.5596290056668365,
        "weight_bytes": 5947,
        "weight_mib": 0.005671501159667969,
        "heap_bytes": 28306512,
        "heap_mib": 26.995193481445312,
        "mobile_score": 181.65593777605838,
        "mobile_throughput": 5103.226698256107,
        "mobile_availability": 2510.598551551128,
        "mobile_accuracy": 4407.896744829998,
        "soft_acc_blocks": [
          24.9993915
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.024696469731888,
        "mobile_acc_per_sec": 885.9552926594222
      },
      "started": "2026-08-18T09:55:51.232229182+10:00",
      "ended": "2026-08-18T09:55:56.211525704+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|MeshTweenAlt|bicameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 136,
        "total_correct": 31,
        "total_train": 11,
        "infer_ms": 313.152464,
        "train_ms": 1872.443225,
        "blocked_train": 1872443225,
        "duration": 4907121208,
        "avg_accuracy": 12.5,
        "soft_acc": 24.9996645,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 27.714823872351353,
        "availability": 14.328014352154957,
        "score": 0.9927326628751169,
        "zero_downtime": 3.5819555175505884,
        "weight_bytes": 5967,
        "weight_mib": 0.005690574645996094,
        "heap_bytes": 51458480,
        "heap_mib": 49.07463073730469,
        "mobile_score": 174.45209396798032,
        "mobile_throughput": 4870.303193694434,
        "mobile_availability": 2517.850172167796,
        "mobile_accuracy": 4393.170471384616,
        "soft_acc_blocks": [
          24.9996645
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.09456837121599,
        "mobile_acc_per_sec": 895.2643077620543
      },
      "started": "2026-08-18T09:56:02.483368298+10:00",
      "ended": "2026-08-18T09:56:07.398971228+10:00"
    },
    {
      "cell": {
        "id": "float64|none|MeshTweenAlt|tricameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 384,
        "total_correct": 102,
        "total_train": 30,
        "infer_ms": 269.051765,
        "train_ms": 1969.51295,
        "blocked_train": 1969512950,
        "duration": 4980313081,
        "avg_accuracy": 37.5,
        "soft_acc": 25.002977,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 77.10358641206075,
        "availability": 12.018940671992143,
        "score": 2.3170344563222587,
        "zero_downtime": 3.0050929718618407,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 32051904,
        "heap_mib": 30.56707763671875,
        "mobile_score": 14.432959807008416,
        "mobile_throughput": 480.2833037829877,
        "mobile_availability": 74.86677082783739,
        "mobile_accuracy": 155.74518588271079,
        "soft_acc_blocks": [
          25.002977
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072079349,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.020362493953821,
        "mobile_acc_per_sec": 31.272167703047014
      },
      "started": "2026-08-18T09:56:14.288648261+10:00",
      "ended": "2026-08-18T09:56:19.272491605+10:00"
    },
    {
      "cell": {
        "id": "float32|none|MeshTweenAlt|tricameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1152,
        "total_correct": 451,
        "total_train": 45,
        "infer_ms": 367.950856,
        "train_ms": 1876.687242,
        "blocked_train": 1876687242,
        "duration": 5079864028,
        "avg_accuracy": 32.5,
        "soft_acc": 25.0000912,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 226.77772350799623,
        "availability": 16.392435659354117,
        "score": 9.293632006994947,
        "zero_downtime": 4.098123864739851,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 27743416,
        "heap_mib": 26.45818328857422,
        "mobile_score": 115.78128832058187,
        "mobile_throughput": 2825.226668153225,
        "mobile_availability": 204.2191166945027,
        "mobile_accuracy": 311.45442008995343,
        "soft_acc_blocks": [
          25.0000912
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.074129713,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.92140952242039,
        "mobile_acc_per_sec": 61.31156628863087
      },
      "started": "2026-08-18T09:56:25.830089749+10:00",
      "ended": "2026-08-18T09:56:30.912905913+10:00"
    },
    {
      "cell": {
        "id": "float16|none|MeshTweenAlt|tricameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 280,
        "total_correct": 77,
        "total_train": 17,
        "infer_ms": 393.029024,
        "train_ms": 1984.237021,
        "blocked_train": 1984237021,
        "duration": 4797784859,
        "avg_accuracy": 37.5,
        "soft_acc": 25.001232,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 58.360265878691415,
        "availability": 16.532816124078362,
        "score": 2.412267732507735,
        "zero_downtime": 4.13340771531424,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 27336624,
        "heap_mib": 26.070236206054688,
        "mobile_score": 60.10469655645924,
        "mobile_throughput": 1454.1197166147404,
        "mobile_availability": 411.93598992780136,
        "mobile_accuracy": 622.9372646524095,
        "soft_acc_blocks": [
          25.001232
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071976689,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.210994810053029,
        "mobile_acc_per_sec": 129.83851568164064
      },
      "started": "2026-08-18T09:56:37.277334246+10:00",
      "ended": "2026-08-18T09:56:42.134181935+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|MeshTweenAlt|tricameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 280,
        "total_correct": 69,
        "total_train": 23,
        "infer_ms": 254.483302,
        "train_ms": 2029.085114,
        "blocked_train": 2029085114,
        "duration": 4755005203,
        "avg_accuracy": 6.25,
        "soft_acc": 24.996726,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 58.885319373224675,
        "availability": 11.144106750511302,
        "score": 1.6403458650019649,
        "zero_downtime": 2.7856618295728133,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 31956368,
        "heap_mib": 30.475967407226562,
        "mobile_score": 40.87128851203071,
        "mobile_throughput": 1467.2020874227364,
        "mobile_availability": 277.6694914937776,
        "mobile_accuracy": 622.8249919726261,
        "soft_acc_blocks": [
          24.996726
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.256929263553531,
        "mobile_acc_per_sec": 130.98303059262207
      },
      "started": "2026-08-18T09:56:48.395135241+10:00",
      "ended": "2026-08-18T09:56:53.153324611+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|MeshTweenAlt|tricameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 264,
        "total_correct": 61,
        "total_train": 19,
        "infer_ms": 320.349822,
        "train_ms": 2010.507455,
        "blocked_train": 2010507455,
        "duration": 4905617004,
        "avg_accuracy": 37.5,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 53.815860427900624,
        "availability": 13.743862619178293,
        "score": 1.8490944811348493,
        "zero_downtime": 3.435965654794573,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 34824336,
        "heap_mib": 33.21107482910156,
        "mobile_score": 92.14504774500787,
        "mobile_throughput": 2681.7802330598956,
        "mobile_availability": 684.8913834125794,
        "mobile_accuracy": 1245.813135633495,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.089020909,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.096198904157256,
        "mobile_acc_per_sec": 253.95646146400526
      },
      "started": "2026-08-18T09:56:59.743458121+10:00",
      "ended": "2026-08-18T09:57:04.652896896+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|MeshTweenAlt|tricameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 248,
        "total_correct": 50,
        "total_train": 17,
        "infer_ms": 312.828253,
        "train_ms": 2070.833361,
        "blocked_train": 2070833361,
        "duration": 4798780771,
        "avg_accuracy": 25,
        "soft_acc": 24.999832,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 51.67979364648497,
        "availability": 13.12385328364817,
        "score": 1.6955836794653079,
        "zero_downtime": 3.2809412728385263,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 27668256,
        "heap_mib": 26.386505126953125,
        "mobile_score": 84.49521681774615,
        "mobile_throughput": 2575.334630864776,
        "mobile_availability": 653.9947524358266,
        "mobile_accuracy": 1245.8047637692234,
        "soft_acc_blocks": [
          24.999832
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.07322434,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.20962160869674,
        "mobile_acc_per_sec": 259.60860127177995
      },
      "started": "2026-08-18T09:57:11.14416684+10:00",
      "ended": "2026-08-18T09:57:15.946906884+10:00"
    },
    {
      "cell": {
        "id": "int64|none|MeshTweenAlt|tricameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 232,
        "total_correct": 69,
        "total_train": 14,
        "infer_ms": 389.364143,
        "train_ms": 1967.206887,
        "blocked_train": 1967206887,
        "duration": 4928738085,
        "avg_accuracy": 12.5,
        "soft_acc": 24.999736,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 47.07087209727437,
        "availability": 16.52248703914518,
        "score": 1.944299153355313,
        "zero_downtime": 4.1305781404205115,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 27938288,
        "heap_mib": 26.644027709960938,
        "mobile_score": 12.111167124255658,
        "mobile_throughput": 293.2075538225428,
        "mobile_availability": 102.91965693350618,
        "mobile_accuracy": 155.72499748084783,
        "soft_acc_blocks": [
          24.999736
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.072238688455282,
        "mobile_acc_per_sec": 31.59530792573
      },
      "started": "2026-08-18T09:57:22.56809598+10:00",
      "ended": "2026-08-18T09:57:27.500830994+10:00"
    },
    {
      "cell": {
        "id": "int32|none|MeshTweenAlt|tricameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 176,
        "total_correct": 34,
        "total_train": 15,
        "infer_ms": 261.684632,
        "train_ms": 1995.077525,
        "blocked_train": 1995077525,
        "duration": 4739303776,
        "avg_accuracy": 0,
        "soft_acc": 24.9996065,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 37.13625636138163,
        "availability": 11.59557870058701,
        "score": 1.0765240134542569,
        "zero_downtime": 2.8988490465445658,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 28910240,
        "heap_mib": 27.570953369140625,
        "mobile_score": 13.411477567862024,
        "mobile_throughput": 462.64835983262174,
        "mobile_availability": 144.4592426046327,
        "mobile_accuracy": 311.448381633685,
        "soft_acc_blocks": [
          24.9996065
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.27495338589581,
        "mobile_acc_per_sec": 65.7160621800338
      },
      "started": "2026-08-18T09:57:33.756856431+10:00",
      "ended": "2026-08-18T09:57:38.531885578+10:00"
    },
    {
      "cell": {
        "id": "int16|none|MeshTweenAlt|tricameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 256,
        "total_correct": 77,
        "total_train": 15,
        "infer_ms": 412.395222,
        "train_ms": 1954.693932,
        "blocked_train": 1954693932,
        "duration": 4871967812,
        "avg_accuracy": 12.5,
        "soft_acc": 24.999117,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 52.54550314750725,
        "availability": 17.422040116364794,
        "score": 2.2885438252031385,
        "zero_downtime": 4.355356192476971,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 31757536,
        "heap_mib": 30.286346435546875,
        "mobile_score": 57.021959178219895,
        "mobile_throughput": 1309.2375607927136,
        "mobile_availability": 434.09212853001924,
        "mobile_accuracy": 622.8845667567721,
        "soft_acc_blocks": [
          24.999117
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.131215550814069,
        "mobile_acc_per_sec": 127.85071469942052
      },
      "started": "2026-08-18T09:57:45.012320245+10:00",
      "ended": "2026-08-18T09:57:49.888831339+10:00"
    },
    {
      "cell": {
        "id": "int8|none|MeshTweenAlt|tricameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 744,
        "total_correct": 169,
        "total_train": 34,
        "infer_ms": 230.579362,
        "train_ms": 1923.496125,
        "blocked_train": 1923496125,
        "duration": 4795215043,
        "avg_accuracy": 28.125,
        "soft_acc": 25.00224025,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 155.1546684201541,
        "availability": 10.704330623117109,
        "score": 4.152439237962805,
        "zero_downtime": 2.6763224595460615,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 28391048,
        "heap_mib": 27.07581329345703,
        "mobile_score": 206.9265339029601,
        "mobile_throughput": 7731.748958907495,
        "mobile_availability": 533.4238279377267,
        "mobile_accuracy": 1245.924772948579,
        "soft_acc_blocks": [
          25.00224025
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.076745637,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.213997709341103,
        "mobile_acc_per_sec": 259.82667341840397
      },
      "started": "2026-08-18T09:57:56.253102672+10:00",
      "ended": "2026-08-18T09:58:01.052231674+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|MeshTweenAlt|tricameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 216,
        "total_correct": 37,
        "total_train": 15,
        "infer_ms": 323.495723,
        "train_ms": 1949.63312,
        "blocked_train": 1949633120,
        "duration": 4708758055,
        "avg_accuracy": 6.25,
        "soft_acc": 24.9970145,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 45.87196825087247,
        "availability": 14.231297270992394,
        "score": 1.6318491427597965,
        "zero_downtime": 3.5573994423680726,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 33170800,
        "heap_mib": 31.634140014648438,
        "mobile_score": 10.163446464234358,
        "mobile_throughput": 285.6987703767335,
        "mobile_availability": 88.63504851050203,
        "mobile_accuracy": 155.68584863597053,
        "soft_acc_blocks": [
          24.9970145
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.308621553289809,
        "mobile_acc_per_sec": 33.06303845249712
      },
      "started": "2026-08-18T09:58:07.946976489+10:00",
      "ended": "2026-08-18T09:58:12.66009793+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|MeshTweenAlt|tricameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 216,
        "total_correct": 61,
        "total_train": 17,
        "infer_ms": 329.875819,
        "train_ms": 1996.603502,
        "blocked_train": 1996603502,
        "duration": 4966971479,
        "avg_accuracy": 6.25,
        "soft_acc": 24.9999825,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 43.48726400246761,
        "availability": 14.179185519612018,
        "score": 1.5415338810038623,
        "zero_downtime": 3.5447938985455387,
        "weight_bytes": 84192,
        "weight_mib": 0.080291748046875,
        "heap_bytes": 27809840,
        "heap_mib": 26.521530151367188,
        "mobile_score": 19.199157055391318,
        "mobile_throughput": 541.615608830429,
        "mobile_availability": 176.59580049663498,
        "mobile_accuracy": 311.3642822348917,
        "soft_acc_blocks": [
          24.9999825
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.033244625160048,
        "mobile_acc_per_sec": 62.68694788188691
      },
      "started": "2026-08-18T09:58:19.042997856+10:00",
      "ended": "2026-08-18T09:58:24.02698892+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|MeshTweenAlt|tricameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 232,
        "total_correct": 38,
        "total_train": 16,
        "infer_ms": 440.611032,
        "train_ms": 2053.76852,
        "blocked_train": 2053768520,
        "duration": 4788324178,
        "avg_accuracy": 6.25,
        "soft_acc": 24.997127,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 48.45118905397553,
        "availability": 17.664153462399774,
        "score": 2.1393772117265883,
        "zero_downtime": 4.415530874470969,
        "weight_bytes": 42108,
        "weight_mib": 0.040157318115234375,
        "heap_bytes": 28615416,
        "heap_mib": 27.28978729248047,
        "mobile_score": 53.27490261146146,
        "mobile_throughput": 1206.5344830783092,
        "mobile_availability": 439.87383349931855,
        "mobile_accuracy": 622.4799905279757,
        "soft_acc_blocks": [
          24.997127
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.220433302082915,
        "mobile_acc_per_sec": 129.99955044563728
      },
      "started": "2026-08-18T09:58:30.416569605+10:00",
      "ended": "2026-08-18T09:58:35.226890868+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|MeshTweenAlt|tricameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 376,
        "total_correct": 93,
        "total_train": 24,
        "infer_ms": 232.355331,
        "train_ms": 1931.570242,
        "blocked_train": 1931570242,
        "duration": 4936629200,
        "avg_accuracy": 25,
        "soft_acc": 25.001211,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 76.16533159914056,
        "availability": 10.737676651136837,
        "score": 2.044695797112367,
        "zero_downtime": 2.684549196048455,
        "weight_bytes": 21066,
        "weight_mib": 0.020090103149414062,
        "heap_bytes": 48547184,
        "heap_mib": 46.29820251464844,
        "mobile_score": 101.77627172471743,
        "mobile_throughput": 3791.1866869315677,
        "mobile_availability": 534.475934308481,
        "mobile_accuracy": 1244.4540883668471,
        "soft_acc_blocks": [
          25.001211
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.133582666,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.064429590944363,
        "mobile_acc_per_sec": 252.0857933520401
      },
      "started": "2026-08-18T09:58:41.671634975+10:00",
      "ended": "2026-08-18T09:58:46.612811155+10:00"
    },
    {
      "cell": {
        "id": "int4|none|MeshTweenAlt|tricameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 664,
        "total_correct": 158,
        "total_train": 28,
        "infer_ms": 222.193184,
        "train_ms": 1948.1337,
        "blocked_train": 1948133700,
        "duration": 4895054312,
        "avg_accuracy": 31.25,
        "soft_acc": 25.000721,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 135.6471159823977,
        "availability": 10.237775039236901,
        "score": 3.471911772420513,
        "zero_downtime": 2.559517574167258,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 29721872,
        "heap_mib": 28.344985961914062,
        "mobile_score": 346.0282633473635,
        "mobile_throughput": 13519.2767121337,
        "mobile_availability": 1020.348369883364,
        "mobile_accuracy": 2491.698129768653,
        "soft_acc_blocks": [
          25.000721
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.163277144,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.107342923389406,
        "mobile_acc_per_sec": 509.0235921714637
      },
      "started": "2026-08-18T09:58:53.16810551+10:00",
      "ended": "2026-08-18T09:58:58.072963208+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|MeshTweenAlt|tricameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 240,
        "total_correct": 74,
        "total_train": 15,
        "infer_ms": 436.529805,
        "train_ms": 1997.305432,
        "blocked_train": 1997305432,
        "duration": 4819945520,
        "avg_accuracy": 31.25,
        "soft_acc": 25.001612,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 49.79309392692057,
        "availability": 17.935881540530097,
        "score": 2.2328515505094546,
        "zero_downtime": 4.484259511542958,
        "weight_bytes": 10545,
        "weight_mib": 0.010056495666503906,
        "heap_bytes": 27341736,
        "heap_mib": 26.075111389160156,
        "mobile_score": 222.03077737572326,
        "mobile_throughput": 4951.336487199114,
        "mobile_availability": 1783.5120836645697,
        "mobile_accuracy": 2486.115723519393,
        "soft_acc_blocks": [
          25.001612
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.079678076,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.1871150610017684,
        "mobile_acc_per_sec": 515.7974738933135
      },
      "started": "2026-08-18T09:59:04.757836662+10:00",
      "ended": "2026-08-18T09:59:09.58180588+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|MeshTweenAlt|tricameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 184,
        "total_correct": 53,
        "total_train": 17,
        "infer_ms": 162.89698,
        "train_ms": 2058.276645,
        "blocked_train": 2058276645,
        "duration": 4724783245,
        "avg_accuracy": 25,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 38.94358544272225,
        "availability": 7.333824702695181,
        "score": 0.7140135723283922,
        "zero_downtime": 1.8334561756737953,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 28595672,
        "heap_mib": 27.270957946777344,
        "mobile_score": 71.1621989941846,
        "mobile_throughput": 3881.314423456699,
        "mobile_availability": 730.9260119240854,
        "mobile_accuracy": 2491.62627126699,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.07172849,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.291248022109001,
        "mobile_acc_per_sec": 527.3525031870514
      },
      "started": "2026-08-18T09:59:15.902795975+10:00",
      "ended": "2026-08-18T09:59:20.63935594+10:00"
    },
    {
      "cell": {
        "id": "int2|none|MeshTweenAlt|tricameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 688,
        "total_correct": 180,
        "total_train": 29,
        "infer_ms": 253.146246,
        "train_ms": 1916.739371,
        "blocked_train": 1916739371,
        "duration": 5011383993,
        "avg_accuracy": 31.25,
        "soft_acc": 24.9998925,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 137.2874241848184,
        "availability": 11.666340567296364,
        "score": 4.004087397717581,
        "zero_downtime": 2.9165726005079815,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 31924376,
        "heap_mib": 30.445457458496094,
        "mobile_score": 798.0592942689811,
        "mobile_throughput": 27362.91543471206,
        "mobile_availability": 2325.2318431274193,
        "mobile_accuracy": 4982.7575134157005,
        "soft_acc_blocks": [
          24.9998925
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.074430886,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.988620416020873,
        "mobile_acc_per_sec": 994.2877098174307
      },
      "started": "2026-08-18T09:59:27.386850613+10:00",
      "ended": "2026-08-18T09:59:32.402599397+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|MeshTweenAlt|tricameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 168,
        "total_correct": 38,
        "total_train": 14,
        "infer_ms": 296.181871,
        "train_ms": 1994.999751,
        "blocked_train": 1994999751,
        "duration": 4966713437,
        "avg_accuracy": 18.75,
        "soft_acc": 25.0003095,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 33.8251848291605,
        "availability": 12.927035908286452,
        "score": 1.0931619804052366,
        "zero_downtime": 3.231798986247749,
        "weight_bytes": 5285,
        "weight_mib": 0.005040168762207031,
        "heap_bytes": 27319112,
        "heap_mib": 26.05353546142578,
        "mobile_score": 216.8899558685717,
        "mobile_throughput": 6711.121477279432,
        "mobile_availability": 2564.8021957554165,
        "mobile_accuracy": 4960.212778480984,
        "soft_acc_blocks": [
          25.0003095
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.033571962045935,
        "mobile_acc_per_sec": 998.691154905256
      },
      "started": "2026-08-18T09:59:38.900529109+10:00",
      "ended": "2026-08-18T09:59:43.871454577+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|MeshTweenAlt|tricameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 456,
        "total_correct": 109,
        "total_train": 29,
        "infer_ms": 137.039686,
        "train_ms": 1998.316382,
        "blocked_train": 1998316382,
        "duration": 5257087923,
        "avg_accuracy": 12.5,
        "soft_acc": 25.0008345,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 86.74003681866897,
        "availability": 6.417650341956927,
        "score": 1.3917145212568074,
        "zero_downtime": 1.6044661407813354,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 32857168,
        "heap_mib": 31.335037231445312,
        "mobile_score": 277.38423224508233,
        "mobile_throughput": 17288.25714639282,
        "mobile_availability": 1279.1093185644984,
        "mobile_accuracy": 4982.945264526135,
        "soft_acc_blocks": [
          25.0008345
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.7556432127794945,
        "mobile_acc_per_sec": 947.8527537508974
      },
      "started": "2026-08-18T09:59:50.382015895+10:00",
      "ended": "2026-08-18T09:59:55.643094964+10:00"
    },
    {
      "cell": {
        "id": "binary|none|MeshTweenAlt|tricameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 624,
        "total_correct": 79,
        "total_train": 30,
        "infer_ms": 221.390044,
        "train_ms": 1936.627397,
        "blocked_train": 1936627397,
        "duration": 4819595463,
        "avg_accuracy": 25,
        "soft_acc": 24.997053,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 129.4714473010118,
        "availability": 10.258955270417575,
        "score": 3.3202130337887383,
        "zero_downtime": 2.564436486192575,
        "weight_bytes": 2631,
        "weight_mib": 0.0025091171264648438,
        "heap_bytes": 28946016,
        "heap_mib": 27.605072021484375,
        "mobile_score": 1323.259483891319,
        "mobile_throughput": 51600.39997153392,
        "mobile_availability": 4088.6713347143213,
        "mobile_accuracy": 9962.489489368301,
        "soft_acc_blocks": [
          24.997053
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.077874683,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.186545881682851,
        "mobile_acc_per_sec": 2067.080020688513
      },
      "started": "2026-08-18T10:00:02.198869553+10:00",
      "ended": "2026-08-18T10:00:07.065699128+10:00"
    },
    {
      "cell": {
        "id": "int|none|MeshTweenAlt|tricameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 184,
        "total_correct": 43,
        "total_train": 14,
        "infer_ms": 352.360759,
        "train_ms": 2028.656315,
        "blocked_train": 2028656315,
        "duration": 4879142099,
        "avg_accuracy": 43.75,
        "soft_acc": 25.0052995,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 37.71154769968916,
        "availability": 14.798749779985828,
        "score": 1.3955051520469208,
        "zero_downtime": 3.7004717047410476,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 29167352,
        "heap_mib": 27.81615447998047,
        "mobile_score": 8.692693246321358,
        "mobile_throughput": 234.90770744670934,
        "mobile_availability": 92.18238433429819,
        "mobile_accuracy": 155.7596528877483,
        "soft_acc_blocks": [
          25.0052995
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073983797,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.12493774369165,
        "mobile_acc_per_sec": 31.92357380197471
      },
      "started": "2026-08-18T10:00:13.611932567+10:00",
      "ended": "2026-08-18T10:00:18.495905864+10:00"
    },
    {
      "cell": {
        "id": "uint|none|MeshTweenAlt|tricameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 168,
        "total_correct": 45,
        "total_train": 14,
        "infer_ms": 321.705441,
        "train_ms": 1972.586084,
        "blocked_train": 1972586084,
        "duration": 5153044027,
        "avg_accuracy": 37.5,
        "soft_acc": 25.0053095,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 32.6020890021012,
        "availability": 14.021994916273771,
        "score": 1.1431085374603411,
        "zero_downtime": 3.506243226888522,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 36553144,
        "heap_mib": 34.85979461669922,
        "mobile_score": 7.119483118175426,
        "mobile_throughput": 203.05160416647226,
        "mobile_availability": 87.33147624926755,
        "mobile_accuracy": 155.73751137011166,
        "soft_acc_blocks": [
          25.0053095
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.154564257,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.8525317014528975,
        "mobile_acc_per_sec": 30.22242980151267
      },
      "started": "2026-08-18T10:00:25.212060174+10:00",
      "ended": "2026-08-18T10:00:30.370744878+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|MeshTweenAlt|tricameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 176,
        "total_correct": 57,
        "total_train": 13,
        "infer_ms": 336.199968,
        "train_ms": 2055.739371,
        "blocked_train": 2055739371,
        "duration": 5038133800,
        "avg_accuracy": 6.25,
        "soft_acc": 24.999506,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 34.93357004532115,
        "availability": 14.055539056460997,
        "score": 1.2275011394822555,
        "zero_downtime": 3.5138153297523105,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 31927648,
        "heap_mib": 30.448577880859375,
        "mobile_score": 7.6450952413503535,
        "mobile_throughput": 217.57248244145086,
        "mobile_availability": 87.54039511563107,
        "mobile_accuracy": 155.70136614074602,
        "soft_acc_blocks": [
          24.999506
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.9620567838035585,
        "mobile_acc_per_sec": 30.904571478579236
      },
      "started": "2026-08-18T10:00:37.100683868+10:00",
      "ended": "2026-08-18T10:00:42.14307647+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|MeshTweenAlt|tricameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 200,
        "total_correct": 60,
        "total_train": 14,
        "infer_ms": 353.370012,
        "train_ms": 1985.588726,
        "blocked_train": 1985588726,
        "duration": 5072883822,
        "avg_accuracy": 6.25,
        "soft_acc": 24.9952145,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 39.42530659437602,
        "availability": 15.1080053811535,
        "score": 1.4888093180111706,
        "zero_downtime": 3.77627835169086,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 29184128,
        "heap_mib": 27.8321533203125,
        "mobile_score": 9.273891024159308,
        "mobile_throughput": 245.58282415825747,
        "mobile_availability": 94.10875778531279,
        "mobile_accuracy": 155.69683276038398,
        "soft_acc_blocks": [
          24.9952145
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.927219975273465,
        "mobile_acc_per_sec": 30.69197683675713
      },
      "started": "2026-08-18T10:00:48.776094168+10:00",
      "ended": "2026-08-18T10:00:53.895019807+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|MeshTweenAlt|tricameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 152,
        "total_correct": 32,
        "total_train": 13,
        "infer_ms": 277.330326,
        "train_ms": 1990.858175,
        "blocked_train": 1990858175,
        "duration": 4751284204,
        "avg_accuracy": 25,
        "soft_acc": 24.9997265,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 31.991350858791943,
        "availability": 12.226952295972335,
        "score": 0.977881103949092,
        "zero_downtime": 3.0567046332785544,
        "weight_bytes": 336672,
        "weight_mib": 0.321075439453125,
        "heap_bytes": 29157608,
        "heap_mib": 27.806861877441406,
        "mobile_score": 3.045642810968905,
        "mobile_throughput": 99.63811281635722,
        "mobile_availability": 38.08124444771614,
        "mobile_accuracy": 77.86246915236195,
        "soft_acc_blocks": [
          24.9997265
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073328323,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.261677775232492,
        "mobile_acc_per_sec": 16.387668219638655
      },
      "started": "2026-08-18T10:01:00.772904557+10:00",
      "ended": "2026-08-18T10:01:05.527948605+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|MeshTweenAlt|tricameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 152,
        "total_correct": 26,
        "total_train": 11,
        "infer_ms": 314.322399,
        "train_ms": 2031.997565,
        "blocked_train": 2031997565,
        "duration": 5018566075,
        "avg_accuracy": 12.5,
        "soft_acc": 25.000525,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 30.28753586750375,
        "availability": 13.396399631026625,
        "score": 1.014381137356884,
        "zero_downtime": 3.349170238854719,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 28808664,
        "heap_mib": 27.474082946777344,
        "mobile_score": 101.09834763664405,
        "mobile_throughput": 3018.6088023765433,
        "mobile_availability": 1335.152850442294,
        "mobile_accuracy": 2491.678595418686,
        "soft_acc_blocks": [
          25.000525
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.981607221341606,
        "mobile_acc_per_sec": 496.4921370331238
      },
      "started": "2026-08-18T10:01:12.031475599+10:00",
      "ended": "2026-08-18T10:01:17.070800004+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|MeshTweenAlt|tricameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 96,
        "total_correct": 33,
        "total_train": 7,
        "infer_ms": 422.812851,
        "train_ms": 2195.068758,
        "blocked_train": 2195068758,
        "duration": 4940341433,
        "avg_accuracy": 75,
        "soft_acc": 25.00351,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 19.43185532861125,
        "availability": 16.150953868441345,
        "score": 0.7847176563692118,
        "zero_downtime": 4.038305365591118,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 29668632,
        "heap_mib": 28.294212341308594,
        "mobile_score": 52.137631557787515,
        "mobile_throughput": 1291.076994870984,
        "mobile_availability": 1073.0897607118711,
        "mobile_accuracy": 1661.264763766316,
        "soft_acc_blocks": [
          25.00351
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.074959728,
        "time_to_acc50_sec": 0.074959728,
        "acc_per_sec": 5.061089469036299,
        "mobile_acc_per_sec": 336.2651724169437
      },
      "started": "2026-08-18T10:01:23.590764558+10:00",
      "ended": "2026-08-18T10:01:28.537389583+10:00"
    },
    {
      "cell": {
        "id": "int6|none|MeshTweenAlt|tricameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 104,
        "total_correct": 21,
        "total_train": 6,
        "infer_ms": 465.197626,
        "train_ms": 2026.351884,
        "blocked_train": 2026351884,
        "duration": 4966941045,
        "avg_accuracy": 12.5,
        "soft_acc": 25.000932,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 20.938440593067273,
        "availability": 18.671016736087257,
        "score": 0.9773913726438653,
        "zero_downtime": 4.667928197897795,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 32811760,
        "heap_mib": 31.291732788085938,
        "mobile_score": 64.93911645934696,
        "mobile_throughput": 1391.1764214495063,
        "mobile_availability": 1240.525918455166,
        "mobile_accuracy": 1661.0934781923709,
        "soft_acc_blocks": [
          25.000932
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.033466629358794,
        "mobile_acc_per_sec": 334.4298760832928
      },
      "started": "2026-08-18T10:01:35.236844952+10:00",
      "ended": "2026-08-18T10:01:40.241951303+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|MeshTweenAlt|tricameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 104,
        "total_correct": 31,
        "total_train": 6,
        "infer_ms": 456.410905,
        "train_ms": 1985.317019,
        "blocked_train": 1985317019,
        "duration": 4962929988,
        "avg_accuracy": 12.5,
        "soft_acc": 24.998428,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 20.955363112408268,
        "availability": 18.6921278375813,
        "score": 0.9791892401589017,
        "zero_downtime": 4.672738119145718,
        "weight_bytes": 15806,
        "weight_mib": 0.015073776245117188,
        "heap_bytes": 31979080,
        "heap_mib": 30.49762725830078,
        "mobile_score": 64.95978341698472,
        "mobile_throughput": 1390.1866905578015,
        "mobile_availability": 1240.0428090231335,
        "mobile_accuracy": 1658.4051397271921,
        "soft_acc_blocks": [
          24.998428
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.037030153648019,
        "mobile_acc_per_sec": 334.1584797160335
      },
      "started": "2026-08-18T10:01:46.996359172+10:00",
      "ended": "2026-08-18T10:01:51.965856866+10:00"
    },
    {
      "cell": {
        "id": "int5|none|MeshTweenAlt|tricameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 104,
        "total_correct": 21,
        "total_train": 7,
        "infer_ms": 402.890284,
        "train_ms": 1981.068345,
        "blocked_train": 1981068345,
        "duration": 4991603612,
        "avg_accuracy": 12.5,
        "soft_acc": 24.999296,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 20.83498772818822,
        "availability": 16.90005351179272,
        "score": 0.8802562300963244,
        "zero_downtime": 4.224894401571458,
        "weight_bytes": 13152,
        "weight_mib": 0.012542724609375,
        "heap_bytes": 28399760,
        "heap_mib": 27.084121704101562,
        "mobile_score": 70.18062323064807,
        "mobile_throughput": 1661.1213573656244,
        "mobile_availability": 1347.398913563075,
        "mobile_accuracy": 1993.1312197761558,
        "soft_acc_blocks": [
          24.999296
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.008269474743701,
        "mobile_acc_per_sec": 399.29677408370213
      },
      "started": "2026-08-18T10:01:58.853947948+10:00",
      "ended": "2026-08-18T10:02:03.851889631+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|MeshTweenAlt|tricameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 88,
        "total_correct": 25,
        "total_train": 7,
        "infer_ms": 334.635501,
        "train_ms": 1981.228944,
        "blocked_train": 1981228944,
        "duration": 4927770329,
        "avg_accuracy": 37.5,
        "soft_acc": 24.999902,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 17.857975133727056,
        "availability": 14.449701567053506,
        "score": 0.6451034993699153,
        "zero_downtime": 3.6124112310558405,
        "weight_bytes": 13176,
        "weight_mib": 0.01256561279296875,
        "heap_bytes": 28390736,
        "heap_mib": 27.075515747070312,
        "mobile_score": 51.33880137790743,
        "mobile_throughput": 1421.178212949528,
        "mobile_availability": 1149.940063021759,
        "mobile_accuracy": 1989.5489708221007,
        "soft_acc_blocks": [
          24.999902
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.078163056,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.073268502972878,
        "mobile_acc_per_sec": 403.7422278212878
      },
      "started": "2026-08-18T10:02:10.803814877+10:00",
      "ended": "2026-08-18T10:02:15.762831188+10:00"
    },
    {
      "cell": {
        "id": "int3|none|MeshTweenAlt|tricameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 112,
        "total_correct": 30,
        "total_train": 8,
        "infer_ms": 340.933877,
        "train_ms": 1947.722,
        "blocked_train": 1947722000,
        "duration": 4942456668,
        "avg_accuracy": 37.5,
        "soft_acc": 25.003906,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 22.660795536184555,
        "availability": 14.896685885643086,
        "score": 0.844058737689441,
        "zero_downtime": 3.7247533359614646,
        "weight_bytes": 7891,
        "weight_mib": 0.007525444030761719,
        "heap_bytes": 50646976,
        "heap_mib": 48.30072021484375,
        "mobile_score": 112.16065580172896,
        "mobile_throughput": 3011.2237156444376,
        "mobile_availability": 1979.5092256018356,
        "mobile_accuracy": 3322.5821490122926,
        "soft_acc_blocks": [
          25.003906
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.138706218,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.059003584571235,
        "mobile_acc_per_sec": 672.2531672405737
      },
      "started": "2026-08-18T10:02:22.552106014+10:00",
      "ended": "2026-08-18T10:02:27.499949816+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|MeshTweenAlt|tricameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "MeshTweenAlt",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 88,
        "total_correct": 16,
        "total_train": 9,
        "infer_ms": 283.025817,
        "train_ms": 2030.527947,
        "blocked_train": 2030527947,
        "duration": 4983033108,
        "avg_accuracy": 18.75,
        "soft_acc": 24.9960205,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 17.659926814196876,
        "availability": 12.233379721016934,
        "score": 0.5400155030555834,
        "zero_downtime": 3.0578581029082357,
        "weight_bytes": 7915,
        "weight_mib": 0.007548332214355469,
        "heap_bytes": 28394736,
        "heap_mib": 27.079330444335938,
        "mobile_score": 71.54103551888963,
        "mobile_throughput": 2339.5799645133675,
        "mobile_availability": 1620.6731995382252,
        "mobile_accuracy": 3311.4626900578646,
        "soft_acc_blocks": [
          24.9960205
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.0162260531382366,
        "mobile_acc_per_sec": 664.5475994814251
      },
      "started": "2026-08-18T10:02:33.995937386+10:00",
      "ended": "2026-08-18T10:02:39.000315331+10:00"
    },
    {
      "cell": {
        "id": "float64|none|MeshTweenSplitFastProxy|cnn|simd",
        "dtype": 0,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6240,
        "total_correct": 5353,
        "total_train": 280,
        "infer_ms": 844.457032,
        "train_ms": 1687.241647,
        "blocked_train": 1687241647,
        "duration": 4955491230,
        "avg_accuracy": 30,
        "soft_acc": 25.046730733333334,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1259.2091702682724,
        "availability": 33.35535302856632,
        "score": 105.19969149310508,
        "zero_downtime": 8.354425458217753,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 29803648,
        "heap_mib": 28.4229736328125,
        "mobile_score": 45061.22210256297,
        "mobile_throughput": 539369.4913902059,
        "mobile_availability": 14287.42755607923,
        "mobile_accuracy": 10728.51336823355,
        "soft_acc_blocks": [
          25.046730733333334
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073098315,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.054338625745753,
        "mobile_acc_per_sec": 2164.9747462540763
      },
      "started": "2026-08-18T10:02:45.648894709+10:00",
      "ended": "2026-08-18T10:02:50.624869476+10:00"
    },
    {
      "cell": {
        "id": "float32|none|MeshTweenSplitFastProxy|cnn|simd",
        "dtype": 1,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 9168,
        "total_correct": 8176,
        "total_train": 296,
        "infer_ms": 796.642352,
        "train_ms": 1572.083075,
        "blocked_train": 1572083075,
        "duration": 5018898342,
        "avg_accuracy": 54.651162790697676,
        "soft_acc": 25.64977239534884,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1826.6956960014074,
        "availability": 33.63168828769448,
        "score": 157.57901824087315,
        "zero_downtime": 8.626451498506828,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 28434408,
        "heap_mib": 27.117164611816406,
        "mobile_score": 134994.75214946226,
        "mobile_throughput": 1564893.1912829834,
        "mobile_availability": 28811.585929703862,
        "mobile_accuracy": 21973.640309824597,
        "soft_acc_blocks": [
          25.64977239534884
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.07335196,
        "time_to_acc50_sec": 0.07335196,
        "acc_per_sec": 5.110637962259974,
        "mobile_acc_per_sec": 4378.179993394374
      },
      "started": "2026-08-18T10:02:57.197071502+10:00",
      "ended": "2026-08-18T10:03:02.234466401+10:00"
    },
    {
      "cell": {
        "id": "float16|none|MeshTweenSplitFastProxy|cnn|simd",
        "dtype": 2,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5648,
        "total_correct": 5009,
        "total_train": 261,
        "infer_ms": 869.220706,
        "train_ms": 1738.925718,
        "blocked_train": 1738925718,
        "duration": 5043750255,
        "avg_accuracy": 47.59615384615385,
        "soft_acc": 25.733591653846155,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1119.8016782058135,
        "availability": 33.32714367573406,
        "score": 96.03722729547775,
        "zero_downtime": 8.576271063404016,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 28993992,
        "heap_mib": 27.65082550048828,
        "mobile_score": 164546.29354343607,
        "mobile_throughput": 1918622.8178534952,
        "mobile_availability": 57101.377462298224,
        "mobile_accuracy": 44090.893140561086,
        "soft_acc_blocks": [
          25.733591653846155
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072258574,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.102074915056664,
        "mobile_acc_per_sec": 8741.688408709897
      },
      "started": "2026-08-18T10:03:08.704844159+10:00",
      "ended": "2026-08-18T10:03:13.748961445+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|MeshTweenSplitFastProxy|cnn|simd",
        "dtype": 3,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7088,
        "total_correct": 6410,
        "total_train": 306,
        "infer_ms": 782.687204,
        "train_ms": 1691.256581,
        "blocked_train": 1691256581,
        "duration": 5140545845,
        "avg_accuracy": 72.65625,
        "soft_acc": 26.08504390625,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1378.8419000083832,
        "availability": 31.63722671248975,
        "score": 113.79009262552901,
        "zero_downtime": 8.252584478672805,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 29107056,
        "heap_mib": 27.758651733398438,
        "mobile_score": 194963.33360278874,
        "mobile_throughput": 2362451.836835278,
        "mobile_availability": 54205.94221777067,
        "mobile_accuracy": 44693.057187973856,
        "soft_acc_blocks": [
          26.08504390625
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.082222632,
        "time_to_acc50_sec": 0.082222632,
        "acc_per_sec": 5.074372390165893,
        "mobile_acc_per_sec": 8694.224025148025
      },
      "started": "2026-08-18T10:03:20.373675022+10:00",
      "ended": "2026-08-18T10:03:25.514562586+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|MeshTweenSplitFastProxy|cnn|simd",
        "dtype": 4,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5808,
        "total_correct": 2254,
        "total_train": 256,
        "infer_ms": 838.048867,
        "train_ms": 1646.770552,
        "blocked_train": 1646770552,
        "duration": 5102425016,
        "avg_accuracy": 22.596153846153847,
        "soft_acc": 25.030907538461538,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1138.2822837743786,
        "availability": 33.726751352308234,
        "score": 96.09506466594935,
        "zero_downtime": 8.4421119467231,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 73259120,
        "heap_mib": 69.86534118652344,
        "mobile_score": 329290.7795005311,
        "mobile_throughput": 3900573.47709478,
        "mobile_availability": 115572.09812417634,
        "mobile_accuracy": 85773.88530408446,
        "soft_acc_blocks": [
          25.030907538461538
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.905688463812897,
        "mobile_acc_per_sec": 16810.415642585205
      },
      "started": "2026-08-18T10:03:32.375732787+10:00",
      "ended": "2026-08-18T10:03:37.478500408+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|MeshTweenSplitFastProxy|cnn|simd",
        "dtype": 5,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5952,
        "total_correct": 2699,
        "total_train": 269,
        "infer_ms": 768.742256,
        "train_ms": 1643.248918,
        "blocked_train": 1643248918,
        "duration": 5160643743,
        "avg_accuracy": 22.916666666666668,
        "soft_acc": 24.90308597222222,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1153.3444849924801,
        "availability": 31.871686110904488,
        "score": 91.54133691012343,
        "zero_downtime": 7.937033392995354,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 49443424,
        "heap_mib": 47.152923583984375,
        "mobile_score": 313686.4342871555,
        "mobile_throughput": 3952187.407501552,
        "mobile_availability": 109215.3109000908,
        "mobile_accuracy": 85335.87672029049,
        "soft_acc_blocks": [
          24.90308597222222
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.825577430335366,
        "mobile_acc_per_sec": 16535.897645723322
      },
      "started": "2026-08-18T10:03:44.235992385+10:00",
      "ended": "2026-08-18T10:03:49.403694512+10:00"
    },
    {
      "cell": {
        "id": "int64|none|MeshTweenSplitFastProxy|cnn|simd",
        "dtype": 6,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4584,
        "total_correct": 3755,
        "total_train": 229,
        "infer_ms": 963.375843,
        "train_ms": 1669.279716,
        "blocked_train": 1669279716,
        "duration": 4916185954,
        "avg_accuracy": 25.43103448275862,
        "soft_acc": 25.03749827586207,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 932.4301486745592,
        "availability": 36.5933112558763,
        "score": 85.429713404103,
        "zero_downtime": 9.16204967477087,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 29467920,
        "heap_mib": 28.102798461914062,
        "mobile_score": 36592.95227223068,
        "mobile_throughput": 399397.0079969667,
        "mobile_availability": 15674.374159902674,
        "mobile_accuracy": 10724.558738607167,
        "soft_acc_blocks": [
          25.03749827586207
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.102453873,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.092870471160796,
        "mobile_acc_per_sec": 2181.479471882313
      },
      "started": "2026-08-18T10:03:56.26814565+10:00",
      "ended": "2026-08-18T10:04:01.184714833+10:00"
    },
    {
      "cell": {
        "id": "int32|none|MeshTweenSplitFastProxy|cnn|simd",
        "dtype": 7,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4856,
        "total_correct": 3999,
        "total_train": 245,
        "infer_ms": 929.110101,
        "train_ms": 1702.561367,
        "blocked_train": 1702561367,
        "duration": 5065813510,
        "avg_accuracy": 38.1578947368421,
        "soft_acc": 25.235605684210526,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 958.5824646750567,
        "availability": 35.304942592477126,
        "score": 85.40410043641536,
        "zero_downtime": 8.909416099674422,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 25891112,
        "heap_mib": 24.691688537597656,
        "mobile_score": 73163.96243399892,
        "mobile_throughput": 821198.1752280329,
        "mobile_availability": 30245.02899007295,
        "mobile_accuracy": 21618.832080005504,
        "soft_acc_blocks": [
          25.235605684210526
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.111573817,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.981550472474958,
        "mobile_acc_per_sec": 4267.593356393711
      },
      "started": "2026-08-18T10:04:07.591059436+10:00",
      "ended": "2026-08-18T10:04:12.657340706+10:00"
    },
    {
      "cell": {
        "id": "int16|none|MeshTweenSplitFastProxy|cnn|simd",
        "dtype": 8,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4552,
        "total_correct": 3733,
        "total_train": 259,
        "infer_ms": 780.514934,
        "train_ms": 1718.81098,
        "blocked_train": 1718810980,
        "duration": 5108966932,
        "avg_accuracy": 22.023809523809526,
        "soft_acc": 25.23143161904762,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 890.9824746542321,
        "availability": 31.22901777747102,
        "score": 70.20521593390791,
        "zero_downtime": 7.879528265822826,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 28456160,
        "heap_mib": 27.137908935546875,
        "mobile_score": 120286.77206391082,
        "mobile_throughput": 1526573.2669003857,
        "mobile_availability": 53506.53357030956,
        "mobile_accuracy": 43230.51248590601,
        "soft_acc_blocks": [
          25.23143161904762
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.938656279219702,
        "mobile_acc_per_sec": 8461.693540259932
      },
      "started": "2026-08-18T10:04:19.260105333+10:00",
      "ended": "2026-08-18T10:04:24.369445025+10:00"
    },
    {
      "cell": {
        "id": "int8|none|MeshTweenSplitFastProxy|cnn|simd",
        "dtype": 9,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8080,
        "total_correct": 6614,
        "total_train": 261,
        "infer_ms": 808.122801,
        "train_ms": 1602.464231,
        "blocked_train": 1602464231,
        "duration": 5029248731,
        "avg_accuracy": 41.666666666666664,
        "soft_acc": 25.341560303030302,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1606.6017872998295,
        "availability": 33.52390062139852,
        "score": 136.48852535655035,
        "zero_downtime": 8.495479491899657,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 30958024,
        "heap_mib": 29.52387237548828,
        "mobile_score": 467707.8168766998,
        "mobile_throughput": 5505372.796469628,
        "mobile_availability": 114876.98567968488,
        "mobile_accuracy": 86838.4050206219,
        "soft_acc_blocks": [
          25.341560303030302
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.091890748,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.038836147996893,
        "mobile_acc_per_sec": 17266.675335692777
      },
      "started": "2026-08-18T10:04:31.047478048+10:00",
      "ended": "2026-08-18T10:04:36.077144592+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|MeshTweenSplitFastProxy|cnn|simd",
        "dtype": 10,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5960,
        "total_correct": 4718,
        "total_train": 251,
        "infer_ms": 835.16974,
        "train_ms": 1676.302294,
        "blocked_train": 1676302294,
        "duration": 5111426202,
        "avg_accuracy": 39.351851851851855,
        "soft_acc": 25.741601370370372,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1166.0150737709898,
        "availability": 33.25419231007053,
        "score": 99.81277486794183,
        "zero_downtime": 8.560161623394714,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 29064128,
        "heap_mib": 27.71771240234375,
        "mobile_score": 42614.52777684323,
        "mobile_throughput": 497823.8688902644,
        "mobile_availability": 14197.698679040926,
        "mobile_accuracy": 10990.238354453373,
        "soft_acc_blocks": [
          25.741601370370372
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072779036,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.036089802157017,
        "mobile_acc_per_sec": 2150.131474098777
      },
      "started": "2026-08-18T10:04:43.234506124+10:00",
      "ended": "2026-08-18T10:04:48.346270243+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|MeshTweenSplitFastProxy|cnn|simd",
        "dtype": 11,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5712,
        "total_correct": 4750,
        "total_train": 285,
        "infer_ms": 792.412857,
        "train_ms": 1695.440446,
        "blocked_train": 1695440446,
        "duration": 5110053548,
        "avg_accuracy": 44.907407407407405,
        "soft_acc": 25.33201474074074,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1117.7965057206873,
        "availability": 31.851269367227644,
        "score": 90.19017397381637,
        "zero_downtime": 8.068568251219146,
        "weight_bytes": 1232,
        "weight_mib": 0.0011749267578125,
        "heap_bytes": 29046664,
        "heap_mib": 27.70105743408203,
        "mobile_score": 76762.37976036403,
        "mobile_throughput": 951375.4779079346,
        "mobile_availability": 27109.15310715105,
        "mobile_accuracy": 21560.505429210196,
        "soft_acc_blocks": [
          25.33201474074074
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.070936224,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.957289488806887,
        "mobile_acc_per_sec": 4219.232778421404
      },
      "started": "2026-08-18T10:04:55.363540816+10:00",
      "ended": "2026-08-18T10:05:00.473862072+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|MeshTweenSplitFastProxy|cnn|simd",
        "dtype": 12,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5576,
        "total_correct": 4519,
        "total_train": 232,
        "infer_ms": 797.352237,
        "train_ms": 1694.249868,
        "blocked_train": 1694249868,
        "duration": 4906829150,
        "avg_accuracy": 45.3125,
        "soft_acc": 25.639176875,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1136.3754126226302,
        "availability": 32.00158786990589,
        "score": 93.23896301694188,
        "zero_downtime": 8.204943716773716,
        "weight_bytes": 620,
        "weight_mib": 0.000591278076171875,
        "heap_bytes": 29055136,
        "heap_mib": 27.709136962890625,
        "mobile_score": 157690.54658782718,
        "mobile_throughput": 1921896.749461592,
        "mobile_availability": 54122.737100442646,
        "mobile_accuracy": 43362.29924335484,
        "soft_acc_blocks": [
          25.639176875
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.074891742,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.225202690213903,
        "mobile_acc_per_sec": 8837.132477570538
      },
      "started": "2026-08-18T10:05:07.258235896+10:00",
      "ended": "2026-08-18T10:05:12.19079436+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|MeshTweenSplitFastProxy|cnn|simd",
        "dtype": 13,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8144,
        "total_correct": 6678,
        "total_train": 275,
        "infer_ms": 877.747079,
        "train_ms": 1575.459021,
        "blocked_train": 1575459021,
        "duration": 4975792983,
        "avg_accuracy": 51.041666666666664,
        "soft_acc": 25.53052277777778,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1636.7240413385985,
        "availability": 35.77958977845359,
        "score": 149.5100980877901,
        "zero_downtime": 9.134716318183544,
        "weight_bytes": 314,
        "weight_mib": 0.0002994537353515625,
        "heap_bytes": 25781120,
        "heap_mib": 24.5867919921875,
        "mobile_score": 499276.1166003268,
        "mobile_throughput": 5465699.198632682,
        "mobile_availability": 119482.86347621577,
        "mobile_accuracy": 85256.9855166596,
        "soft_acc_blocks": [
          25.53052277777778
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.076704657,
        "time_to_acc50_sec": 0.076704657,
        "acc_per_sec": 5.130945532702798,
        "mobile_acc_per_sec": 17134.351410507545
      },
      "started": "2026-08-18T10:05:19.431927993+10:00",
      "ended": "2026-08-18T10:05:24.408079673+10:00"
    },
    {
      "cell": {
        "id": "int4|none|MeshTweenSplitFastProxy|cnn|simd",
        "dtype": 14,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8112,
        "total_correct": 2587,
        "total_train": 255,
        "infer_ms": 819.436633,
        "train_ms": 1506.587207,
        "blocked_train": 1506587207,
        "duration": 5091435183,
        "avg_accuracy": 15.972222222222221,
        "soft_acc": 24.795680527777776,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1593.263924302815,
        "availability": 35.22907284561624,
        "score": 139.17619805514667,
        "zero_downtime": 8.735288355697113,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 33191368,
        "heap_mib": 31.65375518798828,
        "mobile_score": 953835.4317115913,
        "mobile_throughput": 10919335.37705718,
        "mobile_availability": 241440.26332133915,
        "mobile_accuracy": 169935.65689604648,
        "soft_acc_blocks": [
          24.795680527777776
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.87007683227886,
        "mobile_acc_per_sec": 33376.76917963162
      },
      "started": "2026-08-18T10:05:31.0852456+10:00",
      "ended": "2026-08-18T10:05:36.177082398+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|MeshTweenSplitFastProxy|cnn|simd",
        "dtype": 15,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5576,
        "total_correct": 540,
        "total_train": 268,
        "infer_ms": 833.292259,
        "train_ms": 1652.205824,
        "blocked_train": 1652205824,
        "duration": 5065906294,
        "avg_accuracy": 6.944444444444445,
        "soft_acc": 24.818572777777778,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1100.691500473301,
        "availability": 33.5261678413453,
        "score": 91.58541781139444,
        "zero_downtime": 8.320716365304213,
        "weight_bytes": 161,
        "weight_mib": 0.00015354156494140625,
        "heap_bytes": 27790656,
        "heap_mib": 26.50323486328125,
        "mobile_score": 596486.1556956567,
        "mobile_throughput": 7168687.520498708,
        "mobile_availability": 218352.39112053718,
        "mobile_accuracy": 161640.74390702555,
        "soft_acc_blocks": [
          24.818572777777778
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.899137752937239,
        "mobile_acc_per_sec": 31907.566884620614
      },
      "started": "2026-08-18T10:05:43.133073724+10:00",
      "ended": "2026-08-18T10:05:48.199410018+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|MeshTweenSplitFastProxy|cnn|simd",
        "dtype": 16,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7568,
        "total_correct": 1815,
        "total_train": 268,
        "infer_ms": 802.969222,
        "train_ms": 1639.792127,
        "blocked_train": 1639792127,
        "duration": 5016817313,
        "avg_accuracy": 21.09375,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1508.52612878471,
        "availability": 32.87137412456251,
        "score": 123.96831688990041,
        "zero_downtime": 8.217843531140627,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 27788920,
        "heap_mib": 26.50157928466797,
        "mobile_score": 849609.1624257792,
        "mobile_throughput": 10338590.156970954,
        "mobile_availability": 225281.92152965526,
        "mobile_accuracy": 171335.9477124183,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.983239061788814,
        "mobile_acc_per_sec": 34152.319493165145
      },
      "started": "2026-08-18T10:05:54.820612933+10:00",
      "ended": "2026-08-18T10:05:59.837905611+10:00"
    },
    {
      "cell": {
        "id": "int2|none|MeshTweenSplitFastProxy|cnn|simd",
        "dtype": 17,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7304,
        "total_correct": 2135,
        "total_train": 283,
        "infer_ms": 826.553025,
        "train_ms": 1531.856795,
        "blocked_train": 1531856795,
        "duration": 5031457943,
        "avg_accuracy": 13.541666666666666,
        "soft_acc": 24.603140277777776,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1451.6667102746364,
        "availability": 35.04704814195525,
        "score": 125.17249405545697,
        "zero_downtime": 8.622674417585559,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 28842384,
        "heap_mib": 27.506240844726562,
        "mobile_score": 1704582.7678791538,
        "mobile_throughput": 19768608.732375808,
        "mobile_availability": 477266.15003245283,
        "mobile_accuracy": 335042.36908975465,
        "soft_acc_blocks": [
          24.603140277777776
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.889863048941274,
        "mobile_acc_per_sec": 66589.51995333306
      },
      "started": "2026-08-18T10:06:06.360259242+10:00",
      "ended": "2026-08-18T10:06:11.39213057+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|MeshTweenSplitFastProxy|cnn|simd",
        "dtype": 18,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4976,
        "total_correct": 2265,
        "total_train": 272,
        "infer_ms": 740.357196,
        "train_ms": 1735.757635,
        "blocked_train": 1735757635,
        "duration": 5090404594,
        "avg_accuracy": 36.979166666666664,
        "soft_acc": 25.060631166666667,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 977.5254418607811,
        "availability": 29.89995402196273,
        "score": 73.24712698371468,
        "zero_downtime": 7.493117196446995,
        "weight_bytes": 85,
        "weight_mib": 0.00008106231689453125,
        "heap_bytes": 27752184,
        "heap_mib": 26.46654510498047,
        "mobile_score": 903590.3461655953,
        "mobile_throughput": 12058937.855583653,
        "mobile_availability": 368851.4610415717,
        "mobile_accuracy": 309152.6633672784,
        "soft_acc_blocks": [
          25.060631166666667
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072214396,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.923111847770477,
        "mobile_acc_per_sec": 60732.434457503245
      },
      "started": "2026-08-18T10:06:18.203536678+10:00",
      "ended": "2026-08-18T10:06:23.309885797+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|MeshTweenSplitFastProxy|cnn|simd",
        "dtype": 19,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8048,
        "total_correct": 2430,
        "total_train": 285,
        "infer_ms": 807.957344,
        "train_ms": 1561.063945,
        "blocked_train": 1561063945,
        "duration": 5036780775,
        "avg_accuracy": 44.60227272727273,
        "soft_acc": 25.55815318181818,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1597.8459971786244,
        "availability": 34.105111159260666,
        "score": 139.2784282493325,
        "zero_downtime": 8.716636552913208,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 49653688,
        "heap_mib": 47.35344696044922,
        "mobile_score": 1896675.5477918452,
        "mobile_throughput": 21759259.27711134,
        "mobile_availability": 464438.97453159624,
        "mobile_accuracy": 348047.610789327,
        "soft_acc_blocks": [
          25.55815318181818
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.145732852,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 5.074303274956051,
        "mobile_acc_per_sec": 69101.20299792619
      },
      "started": "2026-08-18T10:06:30.106779147+10:00",
      "ended": "2026-08-18T10:06:35.143839817+10:00"
    },
    {
      "cell": {
        "id": "binary|none|MeshTweenSplitFastProxy|cnn|simd",
        "dtype": 20,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8296,
        "total_correct": 4122,
        "total_train": 285,
        "infer_ms": 875.388999,
        "train_ms": 1612.099575,
        "blocked_train": 1612099575,
        "duration": 5166646041,
        "avg_accuracy": 74.28571428571429,
        "soft_acc": 27.52340062857143,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1605.683829348278,
        "availability": 35.191679196030755,
        "score": 155.52568233861473,
        "zero_downtime": 9.68594685304517,
        "weight_bytes": 39,
        "weight_mib": 0.00003719329833984375,
        "heap_bytes": 28023456,
        "heap_mib": 26.725250244140625,
        "mobile_score": 4181551.2277921867,
        "mobile_throughput": 43171321.20622308,
        "mobile_availability": 946183.3385809524,
        "mobile_accuracy": 740009.6753206389,
        "soft_acc_blocks": [
          27.52340062857143
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073782571,
        "time_to_acc50_sec": 0.073782571,
        "acc_per_sec": 5.32713106532924,
        "mobile_acc_per_sec": 143228.2508707352
      },
      "started": "2026-08-18T10:06:41.704938429+10:00",
      "ended": "2026-08-18T10:06:46.871941657+10:00"
    },
    {
      "cell": {
        "id": "int|none|MeshTweenSplitFastProxy|cnn|simd",
        "dtype": 21,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3872,
        "total_correct": 3332,
        "total_train": 231,
        "infer_ms": 716.216232,
        "train_ms": 1710.259833,
        "blocked_train": 1710259833,
        "duration": 5124468937,
        "avg_accuracy": 42.5,
        "soft_acc": 25.581720100000002,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 755.5904909566633,
        "availability": 29.516723545344348,
        "score": 57.05377357707531,
        "zero_downtime": 7.550885600060789,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 57828200,
        "heap_mib": 55.149269104003906,
        "mobile_score": 24438.405915994823,
        "mobile_throughput": 323649.5321263783,
        "mobile_availability": 12643.189505017563,
        "mobile_accuracy": 10957.670643618301,
        "soft_acc_blocks": [
          25.581720100000002
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.149837952,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.992072430236297,
        "mobile_acc_per_sec": 2138.303652208928
      },
      "started": "2026-08-18T10:06:53.563503231+10:00",
      "ended": "2026-08-18T10:06:58.689495553+10:00"
    },
    {
      "cell": {
        "id": "uint|none|MeshTweenSplitFastProxy|cnn|simd",
        "dtype": 22,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5080,
        "total_correct": 4014,
        "total_train": 246,
        "infer_ms": 836.533614,
        "train_ms": 1660.441835,
        "blocked_train": 1660441835,
        "duration": 5153368676,
        "avg_accuracy": 41.145833333333336,
        "soft_acc": 25.198742499999998,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 985.762967757054,
        "availability": 33.501875812796584,
        "score": 83.21861660491234,
        "zero_downtime": 8.442051418736392,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 28893808,
        "heap_mib": 27.555282592773438,
        "mobile_score": 35529.74109328687,
        "mobile_throughput": 420866.2010092918,
        "mobile_availability": 14303.445819331837,
        "mobile_accuracy": 10758.467677394136,
        "soft_acc_blocks": [
          25.198742499999998
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.111780104,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.8897612579814576,
        "mobile_acc_per_sec": 2087.6572886193667
      },
      "started": "2026-08-18T10:07:05.633735708+10:00",
      "ended": "2026-08-18T10:07:10.83079978+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|MeshTweenSplitFastProxy|cnn|simd",
        "dtype": 23,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5056,
        "total_correct": 4139,
        "total_train": 241,
        "infer_ms": 814.513785,
        "train_ms": 1658.003434,
        "blocked_train": 1658003434,
        "duration": 5153868898,
        "avg_accuracy": 32.89473684210526,
        "soft_acc": 25.20583494736842,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 981.0105961294478,
        "availability": 32.94269413943361,
        "score": 81.45802955634736,
        "zero_downtime": 8.303481112002046,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 54051704,
        "heap_mib": 51.54772186279297,
        "mobile_score": 34778.06791534059,
        "mobile_throughput": 418837.2014849478,
        "mobile_availability": 14064.706209263331,
        "mobile_accuracy": 10761.495759679066,
        "soft_acc_blocks": [
          25.20583494736842
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.132745979,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.890662810059012,
        "mobile_acc_per_sec": 2088.042201433403
      },
      "started": "2026-08-18T10:07:17.661997175+10:00",
      "ended": "2026-08-18T10:07:22.878453752+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|MeshTweenSplitFastProxy|cnn|simd",
        "dtype": 24,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4472,
        "total_correct": 3799,
        "total_train": 246,
        "infer_ms": 861.516813,
        "train_ms": 1744.864167,
        "blocked_train": 1744864167,
        "duration": 5332853357,
        "avg_accuracy": 26.973684210526315,
        "soft_acc": 25.237103105263156,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 838.5754680709477,
        "availability": 33.0541398057624,
        "score": 69.95318855044214,
        "zero_downtime": 8.341907343338086,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 27404640,
        "heap_mib": 26.135101318359375,
        "mobile_score": 29963.73963948873,
        "mobile_throughput": 359195.3063758015,
        "mobile_availability": 14158.405923597677,
        "mobile_accuracy": 10810.057445140694,
        "soft_acc_blocks": [
          25.237103105263156
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072276111,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.732382725682204,
        "mobile_acc_per_sec": 2027.0681981065945
      },
      "started": "2026-08-18T10:07:29.717767499+10:00",
      "ended": "2026-08-18T10:07:35.117364938+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|MeshTweenSplitFastProxy|cnn|simd",
        "dtype": 25,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4072,
        "total_correct": 3205,
        "total_train": 204,
        "infer_ms": 799.952687,
        "train_ms": 1676.004649,
        "blocked_train": 1676004649,
        "duration": 5262802363,
        "avg_accuracy": 23.14814814814815,
        "soft_acc": 24.970912592592594,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 773.7322664115404,
        "availability": 32.308823555592966,
        "score": 62.4232343826498,
        "zero_downtime": 8.067808089762087,
        "weight_bytes": 4896,
        "weight_mib": 0.004669189453125,
        "heap_bytes": 27398232,
        "heap_mib": 26.128990173339844,
        "mobile_score": 13369.18002778215,
        "mobile_throughput": 165710.18892662323,
        "mobile_availability": 6919.578629213532,
        "mobile_accuracy": 5348.018717869765,
        "soft_acc_blocks": [
          24.970912592592594
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.744793908308237,
        "mobile_acc_per_sec": 1016.1922012251263
      },
      "started": "2026-08-18T10:07:41.901650432+10:00",
      "ended": "2026-08-18T10:07:47.205049234+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|MeshTweenSplitFastProxy|cnn|simd",
        "dtype": 26,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3616,
        "total_correct": 1067,
        "total_train": 221,
        "infer_ms": 697.7545,
        "train_ms": 1775.29885,
        "blocked_train": 1775298850,
        "duration": 5121768908,
        "avg_accuracy": 28.94736842105263,
        "soft_acc": 25.193854736842106,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 706.0060820690194,
        "availability": 28.21429226344834,
        "score": 50.18480305339582,
        "zero_downtime": 7.108267807881255,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 28871504,
        "heap_mib": 27.534011840820312,
        "mobile_score": 343938.43167658546,
        "mobile_throughput": 4838568.846481073,
        "mobile_availability": 193364.90015972292,
        "mobile_accuracy": 172664.51911463364,
        "soft_acc_blocks": [
          25.193854736842106
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.075285796,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.918975297282605,
        "mobile_acc_per_sec": 33711.891773355586
      },
      "started": "2026-08-18T10:07:53.792688112+10:00",
      "ended": "2026-08-18T10:07:58.942155704+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|MeshTweenSplitFastProxy|cnn|simd",
        "dtype": 27,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2544,
        "total_correct": 1872,
        "total_train": 144,
        "infer_ms": 800.772614,
        "train_ms": 1823.748194,
        "blocked_train": 1823748194,
        "duration": 5175883428,
        "avg_accuracy": 19.318181818181817,
        "soft_acc": 24.935448090909087,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 491.5102968196138,
        "availability": 30.511193188451944,
        "score": 37.39460835688124,
        "zero_downtime": 7.608102739423424,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 28715880,
        "heap_mib": 27.385597229003906,
        "mobile_score": 170482.99501054393,
        "mobile_throughput": 2240808.2652083626,
        "mobile_availability": 139101.32569032256,
        "mobile_accuracy": 113681.35833640472,
        "soft_acc_blocks": [
          24.935448090909087
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.817621655854087,
        "mobile_acc_per_sec": 21963.66280612546
      },
      "started": "2026-08-18T10:08:06.012381794+10:00",
      "ended": "2026-08-18T10:08:11.188685066+10:00"
    },
    {
      "cell": {
        "id": "int6|none|MeshTweenSplitFastProxy|cnn|simd",
        "dtype": 28,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2224,
        "total_correct": 1514,
        "total_train": 157,
        "infer_ms": 831.3629,
        "train_ms": 1757.105719,
        "blocked_train": 1757105719,
        "duration": 5513500357,
        "avg_accuracy": 28.125,
        "soft_acc": 24.957801333333332,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 403.37351156174054,
        "availability": 32.11794394174187,
        "score": 32.33414897976186,
        "zero_downtime": 8.015932641331304,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 26115656,
        "heap_mib": 24.90583038330078,
        "mobile_score": 147412.22869827293,
        "mobile_throughput": 1838990.3619972332,
        "mobile_availability": 146426.54428980837,
        "mobile_accuracy": 113783.26735174493,
        "soft_acc_blocks": [
          24.957801333333332
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.167190748,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.526670847431185,
        "mobile_acc_per_sec": 20637.210480504356
      },
      "started": "2026-08-18T10:08:17.93327565+10:00",
      "ended": "2026-08-18T10:08:23.447445485+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|MeshTweenSplitFastProxy|cnn|simd",
        "dtype": 29,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2864,
        "total_correct": 1829,
        "total_train": 185,
        "infer_ms": 828.165263,
        "train_ms": 1841.802956,
        "blocked_train": 1841802956,
        "duration": 5082972939,
        "avg_accuracy": 10.416666666666666,
        "soft_acc": 24.579666333333336,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 563.4497831033997,
        "availability": 31.017794785219504,
        "score": 42.95780848271917,
        "zero_downtime": 7.6240704621650215,
        "weight_bytes": 238,
        "weight_mib": 0.0002269744873046875,
        "heap_bytes": 34965040,
        "heap_mib": 33.34526062011719,
        "mobile_score": 189262.7184351922,
        "mobile_throughput": 2482436.637678279,
        "mobile_availability": 136657.62682649717,
        "mobile_accuracy": 108292.63951740057,
        "soft_acc_blocks": [
          24.579666333333336
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.835687033614037,
        "mobile_acc_per_sec": 21304.98053344064
      },
      "started": "2026-08-18T10:08:30.437381886+10:00",
      "ended": "2026-08-18T10:08:35.520687638+10:00"
    },
    {
      "cell": {
        "id": "int5|none|MeshTweenSplitFastProxy|cnn|simd",
        "dtype": 30,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2904,
        "total_correct": 1826,
        "total_train": 195,
        "infer_ms": 816.888989,
        "train_ms": 1794.77266,
        "blocked_train": 1794772660,
        "duration": 5374636554,
        "avg_accuracy": 6.25,
        "soft_acc": 24.698992666666665,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 540.3156047526111,
        "availability": 31.278515320420052,
        "score": 41.74196428463454,
        "zero_downtime": 7.725478205232759,
        "weight_bytes": 192,
        "weight_mib": 0.00018310546875,
        "heap_bytes": 28431856,
        "heap_mib": 27.114730834960938,
        "mobile_score": 227966.7809464841,
        "mobile_throughput": 2950843.622755593,
        "mobile_availability": 170822.3983365874,
        "mobile_accuracy": 134889.4319502222,
        "soft_acc_blocks": [
          24.698992666666665
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.595472162352034,
        "mobile_acc_per_sec": 25097.405302658575
      },
      "started": "2026-08-18T10:08:42.979259739+10:00",
      "ended": "2026-08-18T10:08:48.354313949+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|MeshTweenSplitFastProxy|cnn|simd",
        "dtype": 31,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3160,
        "total_correct": 1710,
        "total_train": 184,
        "infer_ms": 797.532447,
        "train_ms": 1774.531146,
        "blocked_train": 1774531146,
        "duration": 5008298434,
        "avg_accuracy": 24.03846153846154,
        "soft_acc": 24.892026,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 630.9528159399616,
        "availability": 31.007493328334675,
        "score": 48.69941987947831,
        "zero_downtime": 7.718393301237334,
        "weight_bytes": 200,
        "weight_mib": 0.00019073486328125,
        "heap_bytes": 27983720,
        "heap_mib": 26.687355041503906,
        "mobile_score": 255325.21449771925,
        "mobile_throughput": 3308009.899635306,
        "mobile_availability": 162568.5666212593,
        "mobile_accuracy": 130505.90527488,
        "soft_acc_blocks": [
          24.892026
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.970156297199601,
        "mobile_acc_per_sec": 26057.933047461844
      },
      "started": "2026-08-18T10:08:55.445312549+10:00",
      "ended": "2026-08-18T10:09:00.454081712+10:00"
    },
    {
      "cell": {
        "id": "int3|none|MeshTweenSplitFastProxy|cnn|simd",
        "dtype": 32,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2888,
        "total_correct": 1189,
        "total_train": 206,
        "infer_ms": 671.614744,
        "train_ms": 1828.964288,
        "blocked_train": 1828964288,
        "duration": 5410686625,
        "avg_accuracy": 48.4375,
        "soft_acc": 25.3239946875,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 533.7585042637726,
        "availability": 26.85836901794832,
        "score": 36.304182174140685,
        "zero_downtime": 6.801611943254379,
        "weight_bytes": 115,
        "weight_mib": 0.00010967254638671875,
        "heap_bytes": 32034592,
        "heap_mib": 30.550567626953125,
        "mobile_score": 331023.4271950586,
        "mobile_throughput": 4866837.890146866,
        "mobile_availability": 244896.0100118624,
        "mobile_accuracy": 230905.50481252174,
        "soft_acc_blocks": [
          25.3239946875
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073953866,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.680366179495749,
        "mobile_acc_per_sec": 42675.8230176603
      },
      "started": "2026-08-18T10:09:07.187146554+10:00",
      "ended": "2026-08-18T10:09:12.598269846+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|MeshTweenSplitFastProxy|cnn|simd",
        "dtype": 33,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3736,
        "total_correct": 1019,
        "total_train": 210,
        "infer_ms": 778.376084,
        "train_ms": 1806.278923,
        "blocked_train": 1806278923,
        "duration": 5188268850,
        "avg_accuracy": 40.625,
        "soft_acc": 25.197946,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 720.0860456566355,
        "availability": 30.115279675311804,
        "score": 54.64323927047071,
        "zero_downtime": 7.5884319103340445,
        "weight_bytes": 123,
        "weight_mib": 0.00011730194091796875,
        "heap_bytes": 27863768,
        "heap_mib": 26.572959899902344,
        "mobile_score": 465834.0590347406,
        "mobile_throughput": 6138739.393580913,
        "mobile_availability": 256733.00407170528,
        "mobile_accuracy": 214812.6945113496,
        "soft_acc_blocks": [
          25.197946
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.126573317,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.856715549734861,
        "mobile_acc_per_sec": 41403.53954698196
      },
      "started": "2026-08-18T10:09:19.242900164+10:00",
      "ended": "2026-08-18T10:09:24.431783284+10:00"
    },
    {
      "cell": {
        "id": "float64|none|MeshTweenSplitFastProxy|bicameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1144,
        "total_correct": 205,
        "total_train": 88,
        "infer_ms": 643.726522,
        "train_ms": 1864.729032,
        "blocked_train": 1864729032,
        "duration": 5416066871,
        "avg_accuracy": 10.416666666666666,
        "soft_acc": 24.999526333333336,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 211.22338908433318,
        "availability": 25.662265411619888,
        "score": 13.550919929932544,
        "zero_downtime": 6.4154447993078065,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 26099728,
        "heap_mib": 24.890640258789062,
        "mobile_score": 112.00316414781929,
        "mobile_throughput": 1745.836300546205,
        "mobile_availability": 212.10773439474346,
        "mobile_accuracy": 206.62996062319758,
        "soft_acc_blocks": [
          24.999526333333336
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.615808284641346,
        "mobile_acc_per_sec": 38.151294203841
      },
      "started": "2026-08-18T10:09:31.394341359+10:00",
      "ended": "2026-08-18T10:09:36.814265364+10:00"
    },
    {
      "cell": {
        "id": "float32|none|MeshTweenSplitFastProxy|bicameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2600,
        "total_correct": 954,
        "total_train": 133,
        "infer_ms": 592.157016,
        "train_ms": 1835.853671,
        "blocked_train": 1835853671,
        "duration": 5119688516,
        "avg_accuracy": 57.95454545454545,
        "soft_acc": 25.00392409090909,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 507.84339552582264,
        "availability": 24.388567116714672,
        "score": 30.968792052742444,
        "zero_downtime": 6.098098808723753,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 25963152,
        "heap_mib": 24.760391235351562,
        "mobile_score": 511.9361220755527,
        "mobile_throughput": 8395.011923112703,
        "mobile_availability": 403.16033158305277,
        "mobile_accuracy": 413.33261930175763,
        "soft_acc_blocks": [
          25.00392409090909
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.075805219,
        "time_to_acc50_sec": 0.075805219,
        "acc_per_sec": 4.88387604299892,
        "mobile_acc_per_sec": 80.73393879530262
      },
      "started": "2026-08-18T10:09:43.529921659+10:00",
      "ended": "2026-08-18T10:09:48.697553899+10:00"
    },
    {
      "cell": {
        "id": "float16|none|MeshTweenSplitFastProxy|bicameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 720,
        "total_correct": 335,
        "total_train": 48,
        "infer_ms": 824.89355,
        "train_ms": 1890.455973,
        "blocked_train": 1890455973,
        "duration": 5274605275,
        "avg_accuracy": 43.75,
        "soft_acc": 25.00070475,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 136.5031054385392,
        "availability": 30.378908608738985,
        "score": 10.367330659128953,
        "zero_downtime": 7.594941247543167,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 29967520,
        "heap_mib": 28.579254150390625,
        "mobile_score": 342.758674272506,
        "mobile_throughput": 4512.986514324684,
        "mobile_availability": 1004.3698597968562,
        "mobile_accuracy": 826.5588026212637,
        "soft_acc_blocks": [
          25.00070475
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.082857089,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.739824772954219,
        "mobile_acc_per_sec": 156.7053380352265
      },
      "started": "2026-08-18T10:09:55.924986799+10:00",
      "ended": "2026-08-18T10:10:01.202803062+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|MeshTweenSplitFastProxy|bicameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 976,
        "total_correct": 535,
        "total_train": 68,
        "infer_ms": 703.835331,
        "train_ms": 1909.815011,
        "blocked_train": 1909815011,
        "duration": 5147398132,
        "avg_accuracy": 34.375,
        "soft_acc": 25.0021565,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 189.61035749934877,
        "availability": 26.929207770822774,
        "score": 12.76624290262994,
        "zero_downtime": 6.732882671071272,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 29137568,
        "heap_mib": 27.787750244140625,
        "mobile_score": 422.07011974612476,
        "mobile_throughput": 6268.787685245212,
        "mobile_availability": 890.3178511633959,
        "mobile_accuracy": 826.606799537899,
        "soft_acc_blocks": [
          25.0021565
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.082218183,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.8572416313726094,
        "mobile_acc_per_sec": 160.58730611862043
      },
      "started": "2026-08-18T10:10:08.175093409+10:00",
      "ended": "2026-08-18T10:10:13.325535757+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|MeshTweenSplitFastProxy|bicameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 872,
        "total_correct": 217,
        "total_train": 61,
        "infer_ms": 798.953969,
        "train_ms": 1928.188957,
        "blocked_train": 1928188957,
        "duration": 5058145551,
        "avg_accuracy": 25,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 172.3951972531919,
        "availability": 29.296373189059622,
        "score": 12.626385086827641,
        "zero_downtime": 7.3240932972649055,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 28485248,
        "heap_mib": 27.1656494140625,
        "mobile_score": 834.892443486277,
        "mobile_throughput": 11399.260080398722,
        "mobile_availability": 1937.159403020014,
        "mobile_accuracy": 1653.0710051708916,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.075577769,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.9425228570295845,
        "mobile_acc_per_sec": 326.8136490940001
      },
      "started": "2026-08-18T10:10:20.123249291+10:00",
      "ended": "2026-08-18T10:10:25.184599945+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|MeshTweenSplitFastProxy|bicameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 752,
        "total_correct": 203,
        "total_train": 54,
        "infer_ms": 751.850759,
        "train_ms": 1854.007996,
        "blocked_train": 1854007996,
        "duration": 5125828299,
        "avg_accuracy": 15.625,
        "soft_acc": 25.0001015,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 146.70799647087438,
        "availability": 28.852322005457278,
        "score": 10.582208850976397,
        "zero_downtime": 7.213109786471154,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 54267968,
        "heap_mib": 51.75396728515625,
        "mobile_score": 699.7257048884743,
        "mobile_throughput": 9700.749407708638,
        "mobile_availability": 1907.79747756302,
        "mobile_accuracy": 1653.0777166391726,
        "soft_acc_blocks": [
          25.0001015
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.8772803226509325,
        "mobile_acc_per_sec": 322.4996274185915
      },
      "started": "2026-08-18T10:10:31.938834616+10:00",
      "ended": "2026-08-18T10:10:37.068591611+10:00"
    },
    {
      "cell": {
        "id": "int64|none|MeshTweenSplitFastProxy|bicameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 752,
        "total_correct": 171,
        "total_train": 53,
        "infer_ms": 910.064268,
        "train_ms": 1912.956701,
        "blocked_train": 1912956701,
        "duration": 5046571184,
        "avg_accuracy": 4.166666666666667,
        "soft_acc": 24.998225,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 149.01206632816218,
        "availability": 32.23724789838782,
        "score": 12.008494641521265,
        "zero_downtime": 8.05873976344676,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 33236152,
        "heap_mib": 31.69646453857422,
        "mobile_score": 99.25447153824412,
        "mobile_throughput": 1231.637631338433,
        "mobile_availability": 266.45229893665584,
        "mobile_accuracy": 206.61920464119058,
        "soft_acc_blocks": [
          24.998225
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.953506864077556,
        "mobile_acc_per_sec": 40.942492854607984
      },
      "started": "2026-08-18T10:10:44.055132936+10:00",
      "ended": "2026-08-18T10:10:49.106499794+10:00"
    },
    {
      "cell": {
        "id": "int32|none|MeshTweenSplitFastProxy|bicameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 736,
        "total_correct": 267,
        "total_train": 56,
        "infer_ms": 869.10413,
        "train_ms": 1937.093454,
        "blocked_train": 1937093454,
        "duration": 5371062428,
        "avg_accuracy": 20.833333333333332,
        "soft_acc": 24.999876666666665,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 137.0306172877721,
        "availability": 30.970881557141272,
        "score": 10.60984520214264,
        "zero_downtime": 7.742682191864731,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 29162176,
        "heap_mib": 27.81121826171875,
        "mobile_score": 175.38827473013498,
        "mobile_throughput": 2265.2134025908517,
        "mobile_availability": 511.97066306692153,
        "mobile_accuracy": 413.26571250514985,
        "soft_acc_blocks": [
          24.999876666666665
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.654549635531934,
        "mobile_acc_per_sec": 76.94301044626582
      },
      "started": "2026-08-18T10:10:55.789690637+10:00",
      "ended": "2026-08-18T10:11:01.164101814+10:00"
    },
    {
      "cell": {
        "id": "int16|none|MeshTweenSplitFastProxy|bicameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 752,
        "total_correct": 207,
        "total_train": 53,
        "infer_ms": 894.815253,
        "train_ms": 1922.09871,
        "blocked_train": 1922098710,
        "duration": 5094370898,
        "avg_accuracy": 25,
        "soft_acc": 24.999566,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 147.61390857804008,
        "availability": 31.765799905618202,
        "score": 11.72248120213407,
        "zero_downtime": 7.94131211283296,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 29122768,
        "heap_mib": 27.773635864257812,
        "mobile_score": 387.56187567817295,
        "mobile_throughput": 4880.325444606096,
        "mobile_availability": 1050.2224556007538,
        "mobile_accuracy": 826.5211539291209,
        "soft_acc_blocks": [
          24.999566
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073315165,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.907292087785478,
        "mobile_acc_per_sec": 162.2420452844541
      },
      "started": "2026-08-18T10:11:08.530330659+10:00",
      "ended": "2026-08-18T10:11:13.627943847+10:00"
    },
    {
      "cell": {
        "id": "int8|none|MeshTweenSplitFastProxy|bicameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2312,
        "total_correct": 951,
        "total_train": 125,
        "infer_ms": 560.872012,
        "train_ms": 1807.926896,
        "blocked_train": 1807926896,
        "duration": 5144337303,
        "avg_accuracy": 70.83333333333333,
        "soft_acc": 25.003732222222222,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 449.4262066858876,
        "availability": 23.677485248148386,
        "score": 26.60717751039774,
        "zero_downtime": 5.920255008403192,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 33399416,
        "heap_mib": 31.85216522216797,
        "mobile_score": 1759.3421468749414,
        "mobile_throughput": 29717.337249455246,
        "mobile_availability": 1565.6225735630244,
        "mobile_accuracy": 1653.317790304508,
        "soft_acc_blocks": [
          25.003732222222222
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.074435789,
        "time_to_acc50_sec": 0.074435789,
        "acc_per_sec": 4.860437943608578,
        "mobile_acc_per_sec": 321.38596148047094
      },
      "started": "2026-08-18T10:11:20.531767724+10:00",
      "ended": "2026-08-18T10:11:25.679353931+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|MeshTweenSplitFastProxy|bicameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 752,
        "total_correct": 140,
        "total_train": 53,
        "infer_ms": 898.36888,
        "train_ms": 1899.320737,
        "blocked_train": 1899320737,
        "duration": 5160447479,
        "avg_accuracy": 20.833333333333332,
        "soft_acc": 24.999784333333334,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 145.72379683354976,
        "availability": 32.111098906079974,
        "score": 11.698277214720358,
        "zero_downtime": 8.027705473583353,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 54054304,
        "heap_mib": 51.550201416015625,
        "mobile_score": 96.67517361292688,
        "mobile_throughput": 1204.2690645671344,
        "mobile_availability": 265.36779772502217,
        "mobile_accuracy": 206.59952284850206,
        "soft_acc_blocks": [
          24.999784333333334
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.8444993258952485,
        "mobile_acc_per_sec": 40.03519533707903
      },
      "started": "2026-08-18T10:11:32.59701782+10:00",
      "ended": "2026-08-18T10:11:37.761692431+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|MeshTweenSplitFastProxy|bicameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 696,
        "total_correct": 241,
        "total_train": 54,
        "infer_ms": 807.357171,
        "train_ms": 1927.255765,
        "blocked_train": 1927255765,
        "duration": 5107809884,
        "avg_accuracy": 8.333333333333334,
        "soft_acc": 24.996859999999998,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 136.26192356536032,
        "availability": 29.52363606459587,
        "score": 10.056105396517282,
        "zero_downtime": 7.379981973976538,
        "weight_bytes": 63452,
        "weight_mib": 0.060512542724609375,
        "heap_bytes": 29178416,
        "heap_mib": 27.826705932617188,
        "mobile_score": 166.1821656095711,
        "mobile_throughput": 2251.7963620448727,
        "mobile_availability": 487.8928356879165,
        "mobile_accuracy": 413.08559968732266,
        "soft_acc_blocks": [
          24.996859999999998
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.893850900422432,
        "mobile_acc_per_sec": 80.87333104963362
      },
      "started": "2026-08-18T10:11:44.430230449+10:00",
      "ended": "2026-08-18T10:11:49.541304758+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|MeshTweenSplitFastProxy|bicameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 800,
        "total_correct": 287,
        "total_train": 53,
        "infer_ms": 949.325786,
        "train_ms": 1896.161816,
        "blocked_train": 1896161816,
        "duration": 5076681391,
        "avg_accuracy": 62.5,
        "soft_acc": 25.00402533333333,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 157.58325929577722,
        "availability": 33.362499465214675,
        "score": 13.145544777191198,
        "zero_downtime": 8.341967818115474,
        "weight_bytes": 31736,
        "weight_mib": 0.03026580810546875,
        "heap_bytes": 33139720,
        "heap_mib": 31.60449981689453,
        "mobile_score": 434.33648727905336,
        "mobile_throughput": 5206.643045731312,
        "mobile_availability": 1102.316493547925,
        "mobile_accuracy": 826.147619987564,
        "soft_acc_blocks": [
          25.00402533333333
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072785841,
        "time_to_acc50_sec": 0.072785841,
        "acc_per_sec": 4.925269759426061,
        "mobile_acc_per_sec": 162.7337932713619
      },
      "started": "2026-08-18T10:11:56.546338689+10:00",
      "ended": "2026-08-18T10:12:01.626219713+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|MeshTweenSplitFastProxy|bicameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1424,
        "total_correct": 375,
        "total_train": 96,
        "infer_ms": 683.448119,
        "train_ms": 1857.918862,
        "blocked_train": 1857918862,
        "duration": 5027614577,
        "avg_accuracy": 12.5,
        "soft_acc": 24.998241857142858,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 283.2357131181896,
        "availability": 26.892932980937317,
        "score": 19.041258442458698,
        "zero_downtime": 6.722760429054049,
        "weight_bytes": 15878,
        "weight_mib": 0.015142440795898438,
        "heap_bytes": 28062584,
        "heap_mib": 26.76256561279297,
        "mobile_score": 1257.4761690741636,
        "mobile_throughput": 18704.759485994382,
        "mobile_availability": 1775.997234753705,
        "mobile_accuracy": 1650.87268255419,
        "soft_acc_blocks": [
          24.998241857142858
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.972187401059574,
        "mobile_acc_per_sec": 328.36102634169566
      },
      "started": "2026-08-18T10:12:08.388443502+10:00",
      "ended": "2026-08-18T10:12:13.419284952+10:00"
    },
    {
      "cell": {
        "id": "int4|none|MeshTweenSplitFastProxy|bicameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2000,
        "total_correct": 564,
        "total_train": 115,
        "infer_ms": 573.385113,
        "train_ms": 1817.941746,
        "blocked_train": 1817941746,
        "duration": 5138544800,
        "avg_accuracy": 35,
        "soft_acc": 25.0020224,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 389.21525020079616,
        "availability": 23.97769718689887,
        "score": 23.33310092644371,
        "zero_downtime": 5.994909221672625,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 33233592,
        "heap_mib": 31.69402313232422,
        "mobile_score": 3085.701808178413,
        "mobile_throughput": 51472.035590181615,
        "mobile_availability": 3170.946879234414,
        "mobile_accuracy": 3306.409464005852,
        "soft_acc_blocks": [
          25.0020224
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072061414,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.865584201970955,
        "mobile_acc_per_sec": 643.4524933996589
      },
      "started": "2026-08-18T10:12:20.465066976+10:00",
      "ended": "2026-08-18T10:12:25.607042086+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|MeshTweenSplitFastProxy|bicameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 688,
        "total_correct": 140,
        "total_train": 48,
        "infer_ms": 887.159453,
        "train_ms": 1841.923028,
        "blocked_train": 1841923028,
        "duration": 5182325065,
        "avg_accuracy": 29.166666666666668,
        "soft_acc": 25.000159666666665,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 132.75894340294533,
        "availability": 32.50760866248805,
        "score": 10.789258353427464,
        "zero_downtime": 8.126954069437177,
        "weight_bytes": 7949,
        "weight_mib": 0.007580757141113281,
        "heap_bytes": 33566568,
        "heap_mib": 32.011573791503906,
        "mobile_score": 1423.242844031143,
        "mobile_throughput": 17512.6232026276,
        "mobile_availability": 4288.1743943737665,
        "mobile_accuracy": 3297.8446877135066,
        "soft_acc_blocks": [
          25.000159666666665
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.161879639,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.824120323040112,
        "mobile_acc_per_sec": 636.3639189649149
      },
      "started": "2026-08-18T10:12:32.306339139+10:00",
      "ended": "2026-08-18T10:12:37.494822377+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|MeshTweenSplitFastProxy|bicameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 944,
        "total_correct": 242,
        "total_train": 66,
        "infer_ms": 679.74181,
        "train_ms": 1895.224028,
        "blocked_train": 1895224028,
        "duration": 5101362334,
        "avg_accuracy": 37.5,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 185.04860823320612,
        "availability": 26.39809041225812,
        "score": 12.212324727006768,
        "zero_downtime": 6.59952260306453,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 28932072,
        "heap_mib": 27.591773986816406,
        "mobile_score": 1615.0271929557132,
        "mobile_throughput": 24471.879105403248,
        "mobile_availability": 3491.033428190689,
        "mobile_accuracy": 3306.142010341783,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073609485,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.900651701091264,
        "mobile_acc_per_sec": 648.09001868123
      },
      "started": "2026-08-18T10:12:44.277958258+10:00",
      "ended": "2026-08-18T10:12:49.388393869+10:00"
    },
    {
      "cell": {
        "id": "int2|none|MeshTweenSplitFastProxy|bicameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2000,
        "total_correct": 487,
        "total_train": 112,
        "infer_ms": 586.780829,
        "train_ms": 1798.097511,
        "blocked_train": 1798097511,
        "duration": 5124660165,
        "avg_accuracy": 25,
        "soft_acc": 25.000155200000002,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 390.26978094263546,
        "availability": 24.604224842764935,
        "score": 24.00586262659308,
        "zero_downtime": 6.15109439644819,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 29113080,
        "heap_mib": 27.76439666748047,
        "mobile_score": 6348.542600136813,
        "mobile_throughput": 103209.96868138837,
        "mobile_availability": 6506.78427962852,
        "mobile_accuracy": 6611.491233037882,
        "soft_acc_blocks": [
          25.000155200000002
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073170787,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.878402546717945,
        "mobile_acc_per_sec": 1290.1326176109246
      },
      "started": "2026-08-18T10:12:56.262874406+10:00",
      "ended": "2026-08-18T10:13:01.391265923+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|MeshTweenSplitFastProxy|bicameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 664,
        "total_correct": 32,
        "total_train": 50,
        "infer_ms": 890.084604,
        "train_ms": 1920.831808,
        "blocked_train": 1920831808,
        "duration": 5375432539,
        "avg_accuracy": 4.166666666666667,
        "soft_acc": 24.997145,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 123.52494337572412,
        "availability": 31.665281834784064,
        "score": 9.777513644457544,
        "zero_downtime": 7.915416414899632,
        "weight_bytes": 3985,
        "weight_mib": 0.0038003921508789062,
        "heap_bytes": 28470832,
        "heap_mib": 27.151901245117188,
        "mobile_score": 2572.7644033251477,
        "mobile_throughput": 32503.20979300961,
        "mobile_availability": 8332.109050236018,
        "mobile_accuracy": 6577.51726863739,
        "soft_acc_blocks": [
          24.997145
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.650257410662298,
        "mobile_acc_per_sec": 1223.6256749416887
      },
      "started": "2026-08-18T10:13:08.508908832+10:00",
      "ended": "2026-08-18T10:13:13.887558505+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|MeshTweenSplitFastProxy|bicameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1768,
        "total_correct": 597,
        "total_train": 102,
        "infer_ms": 677.163168,
        "train_ms": 1589.728365,
        "blocked_train": 1589728365,
        "duration": 5293407519,
        "avg_accuracy": 44.44444444444444,
        "soft_acc": 25.003047111111112,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 334.0003567936142,
        "availability": 29.871882185022038,
        "score": 24.946088439316526,
        "zero_downtime": 7.468880775696667,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 48500064,
        "heap_mib": 46.253265380859375,
        "mobile_score": 6597.192845231971,
        "mobile_throughput": 88329.06888404055,
        "mobile_availability": 7899.8584449033215,
        "mobile_accuracy": 6612.256022088384,
        "soft_acc_blocks": [
          25.003047111111112
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.134945227,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.723431366537701,
        "mobile_acc_per_sec": 1249.149248070274
      },
      "started": "2026-08-18T10:13:21.025745176+10:00",
      "ended": "2026-08-18T10:13:26.326502377+10:00"
    },
    {
      "cell": {
        "id": "binary|none|MeshTweenSplitFastProxy|bicameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1584,
        "total_correct": 370,
        "total_train": 103,
        "infer_ms": 430.906485,
        "train_ms": 1898.700505,
        "blocked_train": 1898700505,
        "duration": 5232150612,
        "avg_accuracy": 10.9375,
        "soft_acc": 24.98026725,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 302.7435785902411,
        "availability": 18.496960510922914,
        "score": 13.98854002887929,
        "zero_downtime": 4.62059016875551,
        "weight_bytes": 1983,
        "weight_mib": 0.0018911361694335938,
        "heap_bytes": 28540032,
        "heap_mib": 27.2178955078125,
        "mobile_score": 7396.897301725734,
        "mobile_throughput": 160085.55252841182,
        "mobile_availability": 9780.871843016392,
        "mobile_accuracy": 13209.131977779123,
        "soft_acc_blocks": [
          24.98026725
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.774378473109596,
        "mobile_acc_per_sec": 2524.6085132725
      },
      "started": "2026-08-18T10:13:33.135661419+10:00",
      "ended": "2026-08-18T10:13:38.370574789+10:00"
    },
    {
      "cell": {
        "id": "int|none|MeshTweenSplitFastProxy|bicameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 640,
        "total_correct": 203,
        "total_train": 45,
        "infer_ms": 981.372284,
        "train_ms": 1955.314885,
        "blocked_train": 1955314885,
        "duration": 5406817460,
        "avg_accuracy": 62.5,
        "soft_acc": 25.005689,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 118.36907843380382,
        "availability": 33.41766512822599,
        "score": 9.89129591280193,
        "zero_downtime": 8.356317413025643,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 28668960,
        "heap_mib": 27.340850830078125,
        "mobile_score": 81.7550723850911,
        "mobile_throughput": 978.362457338601,
        "mobile_availability": 276.208866419904,
        "mobile_accuracy": 206.68089725110354,
        "soft_acc_blocks": [
          25.005689
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072318235,
        "time_to_acc50_sec": 0.072318235,
        "acc_per_sec": 4.624844316456728,
        "mobile_acc_per_sec": 38.22598021482004
      },
      "started": "2026-08-18T10:13:45.045007019+10:00",
      "ended": "2026-08-18T10:13:50.476612536+10:00"
    },
    {
      "cell": {
        "id": "uint|none|MeshTweenSplitFastProxy|bicameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 600,
        "total_correct": 191,
        "total_train": 43,
        "infer_ms": 878.628491,
        "train_ms": 1909.871263,
        "blocked_train": 1909871263,
        "duration": 5114972890,
        "avg_accuracy": 37.5,
        "soft_acc": 25.000211,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 117.30267450156515,
        "availability": 31.509003712108633,
        "score": 9.240304003282791,
        "zero_downtime": 7.877317412024991,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 49985616,
        "heap_mib": 47.66999816894531,
        "mobile_score": 76.36235467471278,
        "mobile_throughput": 969.3954258862676,
        "mobile_availability": 260.3920516095648,
        "mobile_accuracy": 206.6030488441096,
        "soft_acc_blocks": [
          25.000211
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.107237379,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.887652689005748,
        "mobile_acc_per_sec": 40.391816982652585
      },
      "started": "2026-08-18T10:13:57.469876567+10:00",
      "ended": "2026-08-18T10:14:02.619592352+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|MeshTweenSplitFastProxy|bicameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 608,
        "total_correct": 80,
        "total_train": 47,
        "infer_ms": 895.077489,
        "train_ms": 1944.055459,
        "blocked_train": 1944055459,
        "duration": 5187184129,
        "avg_accuracy": 12.5,
        "soft_acc": 24.999374,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 117.2119564063387,
        "availability": 31.52643801448357,
        "score": 9.237957371257034,
        "zero_downtime": 7.881412148118922,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 32040128,
        "heap_mib": 30.55584716796875,
        "mobile_score": 76.3429619851456,
        "mobile_throughput": 968.6457268113633,
        "mobile_availability": 260.53612959455194,
        "mobile_accuracy": 206.59613183241385,
        "soft_acc_blocks": [
          24.999374
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.819449893871311,
        "mobile_acc_per_sec": 39.82818552312351
      },
      "started": "2026-08-18T10:14:09.472593013+10:00",
      "ended": "2026-08-18T10:14:14.6630049+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|MeshTweenSplitFastProxy|bicameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 688,
        "total_correct": 180,
        "total_train": 48,
        "infer_ms": 944.43907,
        "train_ms": 1894.080951,
        "blocked_train": 1894080951,
        "duration": 5394598194,
        "avg_accuracy": 8.333333333333334,
        "soft_acc": 24.997302,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 127.53498504582045,
        "availability": 33.27223563733321,
        "score": 10.607290323795477,
        "zero_downtime": 8.317161224415807,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 33092008,
        "heap_mib": 31.558998107910156,
        "mobile_score": 87.67302038848031,
        "mobile_throughput": 1054.1219296207453,
        "mobile_availability": 275.00684004644586,
        "mobile_accuracy": 206.6115757185017,
        "soft_acc_blocks": [
          24.997302
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.633765315052119,
        "mobile_acc_per_sec": 38.2997154353961
      },
      "started": "2026-08-18T10:14:21.762937044+10:00",
      "ended": "2026-08-18T10:14:27.237465499+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|MeshTweenSplitFastProxy|bicameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 632,
        "total_correct": 147,
        "total_train": 45,
        "infer_ms": 931.979804,
        "train_ms": 1931.455763,
        "blocked_train": 1931455763,
        "duration": 5108062219,
        "avg_accuracy": 12.5,
        "soft_acc": 24.9975365,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 123.72597922734896,
        "availability": 32.547608709646234,
        "score": 10.066469850078523,
        "zero_downtime": 8.136100367070995,
        "weight_bytes": 253728,
        "weight_mib": 0.241973876953125,
        "heap_bytes": 32354440,
        "heap_mib": 30.85559844970703,
        "mobile_score": 41.60147358397945,
        "mobile_throughput": 511.3195721177665,
        "mobile_availability": 134.5087706139094,
        "mobile_accuracy": 103.30675697212763,
        "soft_acc_blocks": [
          24.9975365
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.893741585021989,
        "mobile_acc_per_sec": 20.224255802497233
      },
      "started": "2026-08-18T10:14:34.01097549+10:00",
      "ended": "2026-08-18T10:14:39.140770507+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|MeshTweenSplitFastProxy|bicameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 536,
        "total_correct": 80,
        "total_train": 36,
        "infer_ms": 887.257643,
        "train_ms": 1941.498097,
        "blocked_train": 1941498097,
        "duration": 5218685932,
        "avg_accuracy": 6.25,
        "soft_acc": 24.997115,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 102.70784771954735,
        "availability": 31.36565064468946,
        "score": 8.052816772789612,
        "zero_downtime": 7.840507762151265,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 32927832,
        "heap_mib": 31.402427673339844,
        "mobile_score": 1064.9502333641872,
        "mobile_throughput": 13582.66920549528,
        "mobile_availability": 4147.9718111244665,
        "mobile_accuracy": 3305.76048155379,
        "soft_acc_blocks": [
          24.997115
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.789925150835845,
        "mobile_acc_per_sec": 633.4469107028436
      },
      "started": "2026-08-18T10:14:46.276648051+10:00",
      "ended": "2026-08-18T10:14:51.504784549+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|MeshTweenSplitFastProxy|bicameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 280,
        "total_correct": 44,
        "total_train": 20,
        "infer_ms": 964.783946,
        "train_ms": 1946.998555,
        "blocked_train": 1946998555,
        "duration": 5216828053,
        "avg_accuracy": 0,
        "soft_acc": 24.993465,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 53.67246095814536,
        "availability": 33.13379160938917,
        "score": 4.444768175184426,
        "zero_downtime": 8.281282609065618,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 25978768,
        "heap_mib": 24.775283813476562,
        "mobile_score": 391.851121074675,
        "mobile_throughput": 4731.7684901335315,
        "mobile_availability": 2921.077742610296,
        "mobile_accuracy": 2203.4258916966537,
        "soft_acc_blocks": [
          24.993465
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.79093133721883,
        "mobile_acc_per_sec": 422.3688933794831
      },
      "started": "2026-08-18T10:14:58.461025835+10:00",
      "ended": "2026-08-18T10:15:03.684140602+10:00"
    },
    {
      "cell": {
        "id": "int6|none|MeshTweenSplitFastProxy|bicameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 296,
        "total_correct": 103,
        "total_train": 22,
        "infer_ms": 1038.610817,
        "train_ms": 1934.492256,
        "blocked_train": 1934492256,
        "duration": 5350286750,
        "avg_accuracy": 62.5,
        "soft_acc": 25.002095,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 55.324137533376124,
        "availability": 34.93356239250706,
        "score": 4.832077920034156,
        "zero_downtime": 8.73412245625889,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 28954344,
        "heap_mib": 27.613014221191406,
        "mobile_score": 425.99637944154495,
        "mobile_throughput": 4877.380430317589,
        "mobile_availability": 3079.7456801148046,
        "mobile_accuracy": 2204.1867131932067,
        "soft_acc_blocks": [
          25.002095
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.084637183,
        "time_to_acc50_sec": 0.084637183,
        "acc_per_sec": 4.673038318927485,
        "mobile_acc_per_sec": 411.97543537142315
      },
      "started": "2026-08-18T10:15:10.690334125+10:00",
      "ended": "2026-08-18T10:15:16.045705091+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|MeshTweenSplitFastProxy|bicameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 312,
        "total_correct": 44,
        "total_train": 23,
        "infer_ms": 1224.092463,
        "train_ms": 2027.438332,
        "blocked_train": 2027438332,
        "duration": 5376719633,
        "avg_accuracy": 25,
        "soft_acc": 25.000638,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 58.027946647074124,
        "availability": 37.646651382860426,
        "score": 5.46153406950667,
        "zero_downtime": 9.41190303135093,
        "weight_bytes": 11914,
        "weight_mib": 0.011362075805664062,
        "heap_bytes": 29097632,
        "heap_mib": 27.749664306640625,
        "mobile_score": 480.68100960777457,
        "mobile_throughput": 5107.16066672842,
        "mobile_availability": 3313.3603424907046,
        "mobile_accuracy": 2200.358317230821,
        "soft_acc_blocks": [
          25.000638
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073372451,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.649793871816711,
        "mobile_acc_per_sec": 409.23806101511497
      },
      "started": "2026-08-18T10:15:23.238413781+10:00",
      "ended": "2026-08-18T10:15:28.620072629+10:00"
    },
    {
      "cell": {
        "id": "int5|none|MeshTweenSplitFastProxy|bicameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 344,
        "total_correct": 82,
        "total_train": 24,
        "infer_ms": 1034.449099,
        "train_ms": 2002.169177,
        "blocked_train": 2002169177,
        "duration": 5222819461,
        "avg_accuracy": 0,
        "soft_acc": 24.996824,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 65.86480780519554,
        "availability": 34.065826026794284,
        "score": 5.608635098417012,
        "zero_downtime": 8.515374576063959,
        "weight_bytes": 9912,
        "weight_mib": 0.00945281982421875,
        "heap_bytes": 29235640,
        "heap_mib": 27.88127899169922,
        "mobile_score": 593.329313655944,
        "mobile_throughput": 6967.74179874301,
        "mobile_availability": 3603.773970124278,
        "mobile_accuracy": 2644.377494211461,
        "soft_acc_blocks": [
          24.996824
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.786078513082265,
        "mobile_acc_per_sec": 506.31225412971645
      },
      "started": "2026-08-18T10:15:35.366099097+10:00",
      "ended": "2026-08-18T10:15:40.593695274+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|MeshTweenSplitFastProxy|bicameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 135,
        "total_train": 26,
        "infer_ms": 979.296525,
        "train_ms": 1978.237416,
        "blocked_train": 1978237416,
        "duration": 5146051738,
        "avg_accuracy": 43.75,
        "soft_acc": 25.0013975,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 63.73818544768001,
        "availability": 33.111928536951325,
        "score": 5.276530545616595,
        "zero_downtime": 8.278444873439135,
        "weight_bytes": 9932,
        "weight_mib": 0.009471893310546875,
        "heap_bytes": 31659408,
        "heap_mib": 30.192764282226562,
        "mobile_score": 557.0724218083434,
        "mobile_throughput": 6729.191657670813,
        "mobile_availability": 3495.808857990563,
        "mobile_accuracy": 2639.5353790737013,
        "soft_acc_blocks": [
          25.0013975
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.076929636,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.85836497044562,
        "mobile_acc_per_sec": 512.9243764850972
      },
      "started": "2026-08-18T10:15:47.429249423+10:00",
      "ended": "2026-08-18T10:15:52.579852773+10:00"
    },
    {
      "cell": {
        "id": "int3|none|MeshTweenSplitFastProxy|bicameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 400,
        "total_correct": 36,
        "total_train": 30,
        "infer_ms": 959.141545,
        "train_ms": 1988.689017,
        "blocked_train": 1988689017,
        "duration": 5581630543,
        "avg_accuracy": 12.5,
        "soft_acc": 24.997861,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 71.66364683553725,
        "availability": 32.537200657464375,
        "score": 5.8288373843335055,
        "zero_downtime": 8.13360419364403,
        "weight_bytes": 5947,
        "weight_mib": 0.005671501159667969,
        "heap_bytes": 32062104,
        "heap_mib": 30.576805114746094,
        "mobile_score": 1027.7415485311737,
        "mobile_throughput": 12635.745778412696,
        "mobile_availability": 5736.964472271963,
        "mobile_accuracy": 4407.626886822936,
        "soft_acc_blocks": [
          24.997861
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.478594705869625,
        "mobile_acc_per_sec": 789.6665415002435
      },
      "started": "2026-08-18T10:15:59.582221947+10:00",
      "ended": "2026-08-18T10:16:05.167755612+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|MeshTweenSplitFastProxy|bicameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 344,
        "total_correct": 100,
        "total_train": 33,
        "infer_ms": 798.773467,
        "train_ms": 1982.510213,
        "blocked_train": 1982510213,
        "duration": 5153993632,
        "avg_accuracy": 37.5,
        "soft_acc": 25.0020655,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 66.7443587559326,
        "availability": 28.719597096258802,
        "score": 4.79257365952038,
        "zero_downtime": 7.180492477342724,
        "weight_bytes": 5967,
        "weight_mib": 0.005690574645996094,
        "heap_bytes": 29091360,
        "heap_mib": 27.743682861328125,
        "mobile_score": 842.1950255748687,
        "mobile_throughput": 11728.931242979852,
        "mobile_availability": 5046.871165544942,
        "mobile_accuracy": 4393.592397138931,
        "soft_acc_blocks": [
          25.0020655
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.07290292,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.851008224916643,
        "mobile_acc_per_sec": 852.4636836685426
      },
      "started": "2026-08-18T10:16:12.113540379+10:00",
      "ended": "2026-08-18T10:16:17.303729246+10:00"
    },
    {
      "cell": {
        "id": "float64|none|MeshTweenSplitFastProxy|tricameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1088,
        "total_correct": 244,
        "total_train": 75,
        "infer_ms": 818.84861,
        "train_ms": 1896.185478,
        "blocked_train": 1896185478,
        "duration": 5245035274,
        "avg_accuracy": 9.375,
        "soft_acc": 24.997378,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 207.4342579530953,
        "availability": 30.159791128191536,
        "score": 15.638794362947232,
        "zero_downtime": 7.539156992324503,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 29088096,
        "heap_mib": 27.740570068359375,
        "mobile_score": 97.41507721415358,
        "mobile_throughput": 1292.1216166917645,
        "mobile_availability": 187.8673197773178,
        "mobile_accuracy": 155.7103093439787,
        "soft_acc_blocks": [
          24.997378
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.765912275921902,
        "mobile_acc_per_sec": 29.68718058310216
      },
      "started": "2026-08-18T10:16:24.269039397+10:00",
      "ended": "2026-08-18T10:16:29.517586024+10:00"
    },
    {
      "cell": {
        "id": "float32|none|MeshTweenSplitFastProxy|tricameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1984,
        "total_correct": 475,
        "total_train": 109,
        "infer_ms": 550.116085,
        "train_ms": 1849.2041,
        "blocked_train": 1849204100,
        "duration": 5533130898,
        "avg_accuracy": 29.6875,
        "soft_acc": 25.00062525,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 358.5673349454167,
        "availability": 22.9279980404116,
        "score": 20.553591914938153,
        "zero_downtime": 5.732142867410648,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 29196744,
        "heap_mib": 27.84418487548828,
        "mobile_score": 256.0593479208035,
        "mobile_throughput": 4467.078958840952,
        "mobile_availability": 285.64001132523805,
        "mobile_accuracy": 311.46107335500426,
        "soft_acc_blocks": [
          25.00062525
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.07969354,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.5183505886399145,
        "mobile_acc_per_sec": 56.290205147249395
      },
      "started": "2026-08-18T10:16:36.448491753+10:00",
      "ended": "2026-08-18T10:16:41.984866763+10:00"
    },
    {
      "cell": {
        "id": "float16|none|MeshTweenSplitFastProxy|tricameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 648,
        "total_correct": 175,
        "total_train": 45,
        "infer_ms": 900.367876,
        "train_ms": 1957.86506,
        "blocked_train": 1957865060,
        "duration": 5321415404,
        "avg_accuracy": 37.5,
        "soft_acc": 25.0012225,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 121.77211339541573,
        "availability": 31.500857213549367,
        "score": 9.590283833601035,
        "zero_downtime": 7.875599401366777,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 33179704,
        "heap_mib": 31.64263153076172,
        "mobile_score": 238.9540314870744,
        "mobile_throughput": 3034.1059684372076,
        "mobile_availability": 784.8836340070986,
        "mobile_accuracy": 622.9370279479137,
        "soft_acc_blocks": [
          25.0012225
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.07445224,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.6982279340957085,
        "mobile_acc_per_sec": 117.06228148993303
      },
      "started": "2026-08-18T10:16:49.183109844+10:00",
      "ended": "2026-08-18T10:16:54.523289297+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|MeshTweenSplitFastProxy|tricameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 848,
        "total_correct": 388,
        "total_train": 59,
        "infer_ms": 796.63846,
        "train_ms": 1880.956931,
        "blocked_train": 1880956931,
        "duration": 5322141328,
        "avg_accuracy": 18.75,
        "soft_acc": 25.001906,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 159.334363320763,
        "availability": 29.75201042986857,
        "score": 11.852197641051584,
        "zero_downtime": 7.438569680785935,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 36979640,
        "heap_mib": 35.26653289794922,
        "mobile_score": 295.3124701469277,
        "mobile_throughput": 3970.0168556561257,
        "mobile_availability": 741.3089081007001,
        "mobile_accuracy": 622.9540582134779,
        "soft_acc_blocks": [
          25.001906
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.697715535749486,
        "mobile_acc_per_sec": 117.04951443812502
      },
      "started": "2026-08-18T10:17:01.337601791+10:00",
      "ended": "2026-08-18T10:17:06.675147118+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|MeshTweenSplitFastProxy|tricameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 616,
        "total_correct": 143,
        "total_train": 42,
        "infer_ms": 1070.77285,
        "train_ms": 1891.038641,
        "blocked_train": 1891038641,
        "duration": 5181695996,
        "avg_accuracy": 45.833333333333336,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 118.87999613939527,
        "availability": 36.152633388510274,
        "score": 10.744562294137687,
        "zero_downtime": 9.038158347127569,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 35266296,
        "heap_mib": 33.63256072998047,
        "mobile_score": 535.4286737067636,
        "mobile_throughput": 5924.090430180712,
        "mobile_availability": 1801.5770225259266,
        "mobile_accuracy": 1245.813135633495,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.09752462,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.824675167994938,
        "mobile_acc_per_sec": 240.4257479781133
      },
      "started": "2026-08-18T10:17:13.597500511+10:00",
      "ended": "2026-08-18T10:17:18.783748222+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|MeshTweenSplitFastProxy|tricameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 752,
        "total_correct": 253,
        "total_train": 46,
        "infer_ms": 988.992491,
        "train_ms": 1870.598189,
        "blocked_train": 1870598189,
        "duration": 5251631769,
        "avg_accuracy": 45.833333333333336,
        "soft_acc": 25.002914333333333,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 143.1935887887268,
        "availability": 34.58510680976202,
        "score": 12.382357191231975,
        "zero_downtime": 8.64728462773663,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 28965296,
        "heap_mib": 27.623458862304688,
        "mobile_score": 617.0441295577065,
        "mobile_throughput": 7135.69815405988,
        "mobile_availability": 1723.4632144355583,
        "mobile_accuracy": 1245.958364223426,
        "soft_acc_blocks": [
          25.002914333333333
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.074010886,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.760980097828586,
        "mobile_acc_per_sec": 237.25166177457976
      },
      "started": "2026-08-18T10:17:25.982881406+10:00",
      "ended": "2026-08-18T10:17:31.23873739+10:00"
    },
    {
      "cell": {
        "id": "int64|none|MeshTweenSplitFastProxy|tricameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 600,
        "total_correct": 151,
        "total_train": 43,
        "infer_ms": 973.837077,
        "train_ms": 1935.524903,
        "blocked_train": 1935524903,
        "duration": 5256079774,
        "avg_accuracy": 18.75,
        "soft_acc": 24.996,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 114.15351855350283,
        "availability": 33.47253053055983,
        "score": 9.550989434528397,
        "zero_downtime": 8.366793731418735,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 28748384,
        "heap_mib": 27.416595458984375,
        "mobile_score": 59.49374047916101,
        "mobile_throughput": 711.0697644636786,
        "mobile_availability": 208.50259108932318,
        "mobile_accuracy": 155.7017256914742,
        "soft_acc_blocks": [
          24.996
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.755635582938928,
        "mobile_acc_per_sec": 29.623166387556847
      },
      "started": "2026-08-18T10:17:38.506103688+10:00",
      "ended": "2026-08-18T10:17:43.801397132+10:00"
    },
    {
      "cell": {
        "id": "int32|none|MeshTweenSplitFastProxy|tricameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 560,
        "total_correct": 152,
        "total_train": 43,
        "infer_ms": 896.894681,
        "train_ms": 1956.203581,
        "blocked_train": 1956203581,
        "duration": 5205555631,
        "avg_accuracy": 50,
        "soft_acc": 25.002029,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 107.5773730406609,
        "availability": 31.43581463511473,
        "score": 8.455142058237419,
        "zero_downtime": 7.859591491457629,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 34116728,
        "heap_mib": 32.53624725341797,
        "mobile_score": 105.33527039799401,
        "mobile_throughput": 1340.2130443099995,
        "mobile_availability": 391.6315080176559,
        "mobile_accuracy": 311.47856145689576,
        "soft_acc_blocks": [
          25.002029
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.108555705,
        "time_to_acc50_sec": 0.108555705,
        "acc_per_sec": 4.802951072332897,
        "mobile_acc_per_sec": 59.83579535717303
      },
      "started": "2026-08-18T10:17:50.856044342+10:00",
      "ended": "2026-08-18T10:17:56.087911934+10:00"
    },
    {
      "cell": {
        "id": "int16|none|MeshTweenSplitFastProxy|tricameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 576,
        "total_correct": 131,
        "total_train": 38,
        "infer_ms": 921.614556,
        "train_ms": 1972.665858,
        "blocked_train": 1972665858,
        "duration": 5521860085,
        "avg_accuracy": 18.75,
        "soft_acc": 24.997802,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 104.31267564433408,
        "availability": 31.842614542185824,
        "score": 8.303240720903199,
        "zero_downtime": 7.95995373487882,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 25918048,
        "heap_mib": 24.717376708984375,
        "mobile_score": 206.8857271685627,
        "mobile_throughput": 2599.0820306157507,
        "mobile_availability": 793.3989493913849,
        "mobile_accuracy": 622.851801871305,
        "soft_acc_blocks": [
          24.997802
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.527061826123759,
        "mobile_acc_per_sec": 112.79746177619873
      },
      "started": "2026-08-18T10:18:03.083135942+10:00",
      "ended": "2026-08-18T10:18:08.609413732+10:00"
    },
    {
      "cell": {
        "id": "int8|none|MeshTweenSplitFastProxy|tricameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1720,
        "total_correct": 709,
        "total_train": 106,
        "infer_ms": 477.38832,
        "train_ms": 1883.696126,
        "blocked_train": 1883696126,
        "duration": 5317376311,
        "avg_accuracy": 46.42857142857143,
        "soft_acc": 25.00143357142857,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 323.4677967857671,
        "availability": 20.21902777805178,
        "score": 16.35144850630356,
        "zero_downtime": 5.0550467987183065,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 29157248,
        "heap_mib": 27.8065185546875,
        "mobile_score": 814.8339734315065,
        "mobile_throughput": 16119.217207605387,
        "mobile_availability": 1007.565215825417,
        "mobile_accuracy": 1245.8845741181583,
        "soft_acc_blocks": [
          25.00143357142857
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.074139323,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.701836415020763,
        "mobile_acc_per_sec": 234.30438269731067
      },
      "started": "2026-08-18T10:18:15.53262215+10:00",
      "ended": "2026-08-18T10:18:20.854435906+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|MeshTweenSplitFastProxy|tricameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 600,
        "total_correct": 127,
        "total_train": 42,
        "infer_ms": 934.053297,
        "train_ms": 1961.220644,
        "blocked_train": 1961220644,
        "duration": 5263248058,
        "avg_accuracy": 6.25,
        "soft_acc": 24.996463,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 113.99804709717522,
        "availability": 32.26130984612071,
        "score": 9.193014986337456,
        "zero_downtime": 8.06418637900092,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 29319952,
        "heap_mib": 27.961685180664062,
        "mobile_score": 57.25573106624961,
        "mobile_throughput": 710.0000964181967,
        "mobile_availability": 200.9291710216552,
        "mobile_accuracy": 155.68241379596103,
        "soft_acc_blocks": [
          24.996463
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.749246610561329,
        "mobile_acc_per_sec": 29.579151900189807
      },
      "started": "2026-08-18T10:18:27.897829902+10:00",
      "ended": "2026-08-18T10:18:33.165317383+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|MeshTweenSplitFastProxy|tricameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 512,
        "total_correct": 95,
        "total_train": 40,
        "infer_ms": 823.774729,
        "train_ms": 1953.158355,
        "blocked_train": 1953158355,
        "duration": 5453974110,
        "avg_accuracy": 4.166666666666667,
        "soft_acc": 24.995174000000002,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 93.8764999014636,
        "availability": 29.664911039678472,
        "score": 6.960751082905629,
        "zero_downtime": 7.414796131312844,
        "weight_bytes": 84192,
        "weight_mib": 0.080291748046875,
        "heap_bytes": 27973512,
        "heap_mib": 26.67761993408203,
        "mobile_score": 86.69323127504813,
        "mobile_throughput": 1169.192378856389,
        "mobile_availability": 369.46400796206166,
        "mobile_accuracy": 311.30439438692514,
        "soft_acc_blocks": [
          24.995174000000002
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.5829286123985655,
        "mobile_acc_per_sec": 57.078451072244846
      },
      "started": "2026-08-18T10:18:40.331132945+10:00",
      "ended": "2026-08-18T10:18:45.877940582+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|MeshTweenSplitFastProxy|tricameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 552,
        "total_correct": 134,
        "total_train": 43,
        "infer_ms": 848.999503,
        "train_ms": 1929.045872,
        "blocked_train": 1929045872,
        "duration": 5286594998,
        "avg_accuracy": 18.75,
        "soft_acc": 24.998573,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 104.41503466954251,
        "availability": 30.56103801040327,
        "score": 7.9771242482396065,
        "zero_downtime": 7.639823396588409,
        "weight_bytes": 42108,
        "weight_mib": 0.040157318115234375,
        "heap_bytes": 28968936,
        "heap_mib": 27.626930236816406,
        "mobile_score": 198.6468375539587,
        "mobile_throughput": 2600.1496008751355,
        "mobile_availability": 761.0328439440633,
        "mobile_accuracy": 622.5159989087109,
        "soft_acc_blocks": [
          24.998573
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.728671859572626,
        "mobile_acc_per_sec": 117.75367682680786
      },
      "started": "2026-08-18T10:18:52.864419902+10:00",
      "ended": "2026-08-18T10:18:58.155175783+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|MeshTweenSplitFastProxy|tricameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1096,
        "total_correct": 117,
        "total_train": 75,
        "infer_ms": 761.843573,
        "train_ms": 1993.808737,
        "blocked_train": 1993808737,
        "duration": 5328843344,
        "avg_accuracy": 0,
        "soft_acc": 24.9956035,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 205.673150672376,
        "availability": 27.646578279681446,
        "score": 14.21289723048856,
        "zero_downtime": 6.910429088106295,
        "weight_bytes": 21066,
        "weight_mib": 0.020090103149414062,
        "heap_bytes": 28355944,
        "heap_mib": 27.042335510253906,
        "mobile_score": 707.4576533920427,
        "mobile_throughput": 10237.535822625907,
        "mobile_availability": 1376.1292350799986,
        "mobile_accuracy": 1244.1749708352797,
        "soft_acc_blocks": [
          24.9956035
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.690624566425611,
        "mobile_acc_per_sec": 233.47936700675504
      },
      "started": "2026-08-18T10:19:05.68547163+10:00",
      "ended": "2026-08-18T10:19:11.020355438+10:00"
    },
    {
      "cell": {
        "id": "int4|none|MeshTweenSplitFastProxy|tricameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1592,
        "total_correct": 433,
        "total_train": 89,
        "infer_ms": 528.147757,
        "train_ms": 1814.552198,
        "blocked_train": 1814552198,
        "duration": 5334269215,
        "avg_accuracy": 29.166666666666668,
        "soft_acc": 24.999231499999997,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 298.44762906290623,
        "availability": 22.54440462479114,
        "score": 16.820293200551564,
        "zero_downtime": 5.635927902448243,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 42005240,
        "heap_mib": 40.05931854248047,
        "mobile_score": 1676.395377156312,
        "mobile_throughput": 29744.79812681931,
        "mobile_availability": 2246.8892333281055,
        "mobile_accuracy": 2491.5496786754106,
        "soft_acc_blocks": [
          24.999231499999997
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.117886947,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.686533523599071,
        "mobile_acc_per_sec": 467.083601942916
      },
      "started": "2026-08-18T10:19:18.06244042+10:00",
      "ended": "2026-08-18T10:19:23.401745152+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|MeshTweenSplitFastProxy|tricameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 504,
        "total_correct": 144,
        "total_train": 39,
        "infer_ms": 948.207969,
        "train_ms": 1932.237997,
        "blocked_train": 1932237997,
        "duration": 5240223752,
        "avg_accuracy": 25,
        "soft_acc": 24.9990985,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 96.17909918591583,
        "availability": 32.91879036067292,
        "score": 7.914963584069599,
        "zero_downtime": 8.229400827273128,
        "weight_bytes": 10545,
        "weight_mib": 0.010056495666503906,
        "heap_bytes": 28945928,
        "heap_mib": 27.60498809814453,
        "mobile_score": 787.0498677220829,
        "mobile_throughput": 9563.878151538252,
        "mobile_availability": 3273.385824678328,
        "mobile_accuracy": 2485.8657855605497,
        "soft_acc_blocks": [
          24.9990985
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.076565779,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.7706166154563086,
        "mobile_acc_per_sec": 474.3816110164736
      },
      "started": "2026-08-18T10:19:30.550860253+10:00",
      "ended": "2026-08-18T10:19:35.795468793+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|MeshTweenSplitFastProxy|tricameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 744,
        "total_correct": 180,
        "total_train": 48,
        "infer_ms": 730.2788,
        "train_ms": 1848.363673,
        "blocked_train": 1848363673,
        "duration": 5264245131,
        "avg_accuracy": 15,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 141.33080460458518,
        "availability": 28.320281219536092,
        "score": 10.006320328462897,
        "zero_downtime": 7.080070304884023,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 39103000,
        "heap_mib": 37.291526794433594,
        "mobile_score": 997.2804243644435,
        "mobile_throughput": 14085.741827683443,
        "mobile_availability": 2822.542267850611,
        "mobile_accuracy": 2491.62627126699,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.749018971928266,
        "mobile_acc_per_sec": 473.31121732807276
      },
      "started": "2026-08-18T10:19:42.925128582+10:00",
      "ended": "2026-08-18T10:19:48.211781457+10:00"
    },
    {
      "cell": {
        "id": "int2|none|MeshTweenSplitFastProxy|tricameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1792,
        "total_correct": 342,
        "total_train": 90,
        "infer_ms": 598.609418,
        "train_ms": 1830.049511,
        "blocked_train": 1830049511,
        "duration": 5332879708,
        "avg_accuracy": 22.916666666666668,
        "soft_acc": 24.99508,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 336.02858082693507,
        "availability": 24.647735046372993,
        "score": 20.701783657610882,
        "zero_downtime": 6.160721093028967,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 32136744,
        "heap_mib": 30.647987365722656,
        "mobile_score": 4126.096464657478,
        "mobile_throughput": 66974.24542276835,
        "mobile_availability": 4912.5686036847765,
        "mobile_accuracy": 4981.798328469873,
        "soft_acc_blocks": [
          24.99508
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.686976149584659,
        "mobile_acc_per_sec": 934.1666418982861
      },
      "started": "2026-08-18T10:19:55.17835406+10:00",
      "ended": "2026-08-18T10:20:00.522536624+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|MeshTweenSplitFastProxy|tricameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 528,
        "total_correct": 104,
        "total_train": 36,
        "infer_ms": 919.784025,
        "train_ms": 1939.292457,
        "blocked_train": 1939292457,
        "duration": 5329769753,
        "avg_accuracy": 37.5,
        "soft_acc": 25.002312,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 99.06619318832702,
        "availability": 32.17066877331616,
        "score": 7.9683010595765404,
        "zero_downtime": 8.043410979191078,
        "weight_bytes": 5285,
        "weight_mib": 0.005040168762207031,
        "heap_bytes": 29161608,
        "heap_mib": 27.81067657470703,
        "mobile_score": 1580.9591772651902,
        "mobile_throughput": 19655.332561711104,
        "mobile_availability": 6382.855473916512,
        "mobile_accuracy": 4960.610086605866,
        "soft_acc_blocks": [
          25.002312
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073131041,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.691067937020506,
        "mobile_acc_per_sec": 930.736282522084
      },
      "started": "2026-08-18T10:20:07.629802603+10:00",
      "ended": "2026-08-18T10:20:12.964107717+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|MeshTweenSplitFastProxy|tricameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1328,
        "total_correct": 356,
        "total_train": 83,
        "infer_ms": 407.84574,
        "train_ms": 1878.039215,
        "blocked_train": 1878039215,
        "duration": 5518880545,
        "avg_accuracy": 8.333333333333334,
        "soft_acc": 24.995068500000002,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 240.6285095630748,
        "availability": 17.841918907944343,
        "score": 10.731068658161774,
        "zero_downtime": 4.459599852755141,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 32122192,
        "heap_mib": 30.634109497070312,
        "mobile_score": 2138.821716270793,
        "mobile_throughput": 47959.94678646849,
        "mobile_availability": 3556.09351089463,
        "mobile_accuracy": 4981.796036391561,
        "soft_acc_blocks": [
          24.995068500000002
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.52901060209485,
        "mobile_acc_per_sec": 902.682345771186
      },
      "started": "2026-08-18T10:20:20.114634642+10:00",
      "ended": "2026-08-18T10:20:25.637443309+10:00"
    },
    {
      "cell": {
        "id": "binary|none|MeshTweenSplitFastProxy|tricameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1464,
        "total_correct": 513,
        "total_train": 93,
        "infer_ms": 516.263532,
        "train_ms": 1868.491299,
        "blocked_train": 1868491299,
        "duration": 5487512226,
        "avg_accuracy": 29.6875,
        "soft_acc": 25.01109725,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 266.7875605021021,
        "availability": 21.648495069135265,
        "score": 14.445282241413652,
        "zero_downtime": 5.414526154902876,
        "weight_bytes": 2631,
        "weight_mib": 0.0025091171264648438,
        "heap_bytes": 28962552,
        "heap_mib": 27.62084197998047,
        "mobile_score": 5757.117549058366,
        "mobile_throughput": 106327.26455380168,
        "mobile_availability": 8627.933244246895,
        "mobile_accuracy": 9968.086776896997,
        "soft_acc_blocks": [
          25.01109725
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.167546233,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.557820779240665,
        "mobile_acc_per_sec": 1816.5037937715924
      },
      "started": "2026-08-18T10:20:32.405401541+10:00",
      "ended": "2026-08-18T10:20:37.896472982+10:00"
    },
    {
      "cell": {
        "id": "int|none|MeshTweenSplitFastProxy|tricameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 456,
        "total_correct": 111,
        "total_train": 34,
        "infer_ms": 869.565773,
        "train_ms": 1938.573076,
        "blocked_train": 1938573076,
        "duration": 5451394587,
        "avg_accuracy": 25,
        "soft_acc": 25.0008205,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 83.64832020918612,
        "availability": 30.965910866895317,
        "score": 6.475828599127337,
        "zero_downtime": 7.741731792022493,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 28954152,
        "heap_mib": 27.612831115722656,
        "mobile_score": 40.338361664519454,
        "mobile_throughput": 521.050880451404,
        "mobile_availability": 192.88869257417085,
        "mobile_accuracy": 155.7317529025758,
        "soft_acc_blocks": [
          25.0008205
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.081129889,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.586132979553476,
        "mobile_acc_per_sec": 28.56732353844849
      },
      "started": "2026-08-18T10:20:45.153288661+10:00",
      "ended": "2026-08-18T10:20:50.608719078+10:00"
    },
    {
      "cell": {
        "id": "uint|none|MeshTweenSplitFastProxy|tricameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 480,
        "total_correct": 97,
        "total_train": 33,
        "infer_ms": 977.752626,
        "train_ms": 1925.500419,
        "blocked_train": 1925500419,
        "duration": 5479130860,
        "avg_accuracy": 6.25,
        "soft_acc": 24.992524,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 87.60513524219789,
        "availability": 33.6778300356523,
        "score": 7.373671455043534,
        "zero_downtime": 8.416939754339609,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 33198512,
        "heap_mib": 31.660568237304688,
        "mobile_score": 45.92453622976793,
        "mobile_throughput": 545.6203509843365,
        "mobile_availability": 209.75151049812393,
        "mobile_accuracy": 155.6578810039439,
        "soft_acc_blocks": [
          24.992524
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.561403010549743,
        "mobile_acc_per_sec": 28.409228576800945
      },
      "started": "2026-08-18T10:20:58.032559467+10:00",
      "ended": "2026-08-18T10:21:03.522808861+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|MeshTweenSplitFastProxy|tricameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 456,
        "total_correct": 196,
        "total_train": 38,
        "infer_ms": 861.785049,
        "train_ms": 1962.632271,
        "blocked_train": 1962632271,
        "duration": 5348714384,
        "avg_accuracy": 50,
        "soft_acc": 25.0036825,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 85.25413160292614,
        "availability": 30.511958799346267,
        "score": 6.504134295236702,
        "zero_downtime": 7.629113302719353,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 36145400,
        "heap_mib": 34.47093963623047,
        "mobile_score": 40.50890426919767,
        "mobile_throughput": 530.9778825117004,
        "mobile_availability": 190.03390181743472,
        "mobile_accuracy": 155.7273781249703,
        "soft_acc_blocks": [
          25.0036825
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071567292,
        "time_to_acc50_sec": 0.071567292,
        "acc_per_sec": 4.67470885616838,
        "mobile_acc_per_sec": 29.11491751939662
      },
      "started": "2026-08-18T10:21:10.872849708+10:00",
      "ended": "2026-08-18T10:21:16.231920126+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|MeshTweenSplitFastProxy|tricameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 496,
        "total_correct": 51,
        "total_train": 37,
        "infer_ms": 940.542855,
        "train_ms": 1881.369458,
        "blocked_train": 1881369458,
        "duration": 5505120043,
        "avg_accuracy": 6.25,
        "soft_acc": 24.9995755,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 90.09794448182572,
        "availability": 33.329981610948806,
        "score": 7.507279606136594,
        "zero_downtime": 8.332353916965262,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 48840816,
        "heap_mib": 46.57823181152344,
        "mobile_score": 46.76333773099209,
        "mobile_throughput": 561.2260136451793,
        "mobile_availability": 207.61464450671428,
        "mobile_accuracy": 155.72399771580646,
        "soft_acc_blocks": [
          24.9995755
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.541149930379456,
        "mobile_acc_per_sec": 28.287121170739287
      },
      "started": "2026-08-18T10:21:23.490825509+10:00",
      "ended": "2026-08-18T10:21:29.002529765+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|MeshTweenSplitFastProxy|tricameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 440,
        "total_correct": 119,
        "total_train": 32,
        "infer_ms": 1068.531305,
        "train_ms": 1963.236114,
        "blocked_train": 1963236114,
        "duration": 5371915393,
        "avg_accuracy": 12.5,
        "soft_acc": 24.9981845,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 81.90747020575795,
        "availability": 35.24450122075806,
        "score": 7.216445737790746,
        "zero_downtime": 8.810485441269853,
        "weight_bytes": 336672,
        "weight_mib": 0.321075439453125,
        "heap_bytes": 29012760,
        "heap_mib": 27.668724060058594,
        "mobile_score": 22.475857231815148,
        "mobile_throughput": 255.10350572210592,
        "mobile_availability": 109.77015644917785,
        "mobile_accuracy": 77.85766654272408,
        "soft_acc_blocks": [
          24.9981845
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.653495573026796,
        "mobile_acc_per_sec": 14.49346477872275
      },
      "started": "2026-08-18T10:21:35.923057311+10:00",
      "ended": "2026-08-18T10:21:41.358438491+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|MeshTweenSplitFastProxy|tricameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 384,
        "total_correct": 85,
        "total_train": 31,
        "infer_ms": 780.839894,
        "train_ms": 1999.857546,
        "blocked_train": 1999857546,
        "duration": 5388174540,
        "avg_accuracy": 25,
        "soft_acc": 25.000173,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 71.26717910663675,
        "availability": 28.08072114454854,
        "score": 5.003119079474606,
        "zero_downtime": 7.020228865784715,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 37988224,
        "heap_mib": 36.2283935546875,
        "mobile_score": 498.6361174678419,
        "mobile_throughput": 7102.847029647442,
        "mobile_availability": 2798.6665007951838,
        "mobile_accuracy": 2491.643513320787,
        "soft_acc_blocks": [
          25.000173
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.109516118,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.639822413770583,
        "mobile_acc_per_sec": 462.4281368065681
      },
      "started": "2026-08-18T10:21:48.313670533+10:00",
      "ended": "2026-08-18T10:21:53.714105324+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|MeshTweenSplitFastProxy|tricameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 232,
        "total_correct": 34,
        "total_train": 18,
        "infer_ms": 1022.847894,
        "train_ms": 2016.837112,
        "blocked_train": 2016837112,
        "duration": 5391598541,
        "avg_accuracy": 12.5,
        "soft_acc": 24.999831,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 43.02991000456983,
        "availability": 33.64979897525606,
        "score": 3.6198450836246514,
        "zero_downtime": 8.412392875653747,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 28595544,
        "heap_mib": 27.270835876464844,
        "mobile_score": 240.50707631522002,
        "mobile_throughput": 2858.9615329458757,
        "mobile_availability": 2235.73511660614,
        "mobile_accuracy": 1661.0203263626918,
        "soft_acc_blocks": [
          24.999831
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.636812405428685,
        "mobile_acc_per_sec": 308.0756687894303
      },
      "started": "2026-08-18T10:22:00.71766779+10:00",
      "ended": "2026-08-18T10:22:06.115549763+10:00"
    },
    {
      "cell": {
        "id": "int6|none|MeshTweenSplitFastProxy|tricameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 240,
        "total_correct": 68,
        "total_train": 18,
        "infer_ms": 1078.330616,
        "train_ms": 2066.522749,
        "blocked_train": 2066522749,
        "duration": 5351004865,
        "avg_accuracy": 37.5,
        "soft_acc": 25.003484,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 44.851388861519936,
        "availability": 34.28874070890107,
        "score": 3.845279911305735,
        "zero_downtime": 8.573379796951565,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 31968376,
        "heap_mib": 30.48741912841797,
        "mobile_score": 255.48525080961363,
        "mobile_throughput": 2979.9828872675917,
        "mobile_availability": 2278.1872118601345,
        "mobile_accuracy": 1661.263036293499,
        "soft_acc_blocks": [
          25.003484
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.092898265,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.672670765736633,
        "mobile_acc_per_sec": 310.45814350862094
      },
      "started": "2026-08-18T10:22:12.974092587+10:00",
      "ended": "2026-08-18T10:22:18.331369739+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|MeshTweenSplitFastProxy|tricameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 240,
        "total_correct": 86,
        "total_train": 17,
        "infer_ms": 1054.878599,
        "train_ms": 1959.901003,
        "blocked_train": 1959901003,
        "duration": 5219340424,
        "avg_accuracy": 50,
        "soft_acc": 25.00678,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 45.98282167923216,
        "availability": 34.99023936277781,
        "score": 4.02346571088803,
        "zero_downtime": 8.749932178923247,
        "weight_bytes": 15806,
        "weight_mib": 0.015073776245117188,
        "heap_bytes": 29203624,
        "heap_mib": 27.850746154785156,
        "mobile_score": 266.9182323965663,
        "mobile_throughput": 3050.5177290347046,
        "mobile_availability": 2321.265673166146,
        "mobile_accuracy": 1658.9592145564975,
        "soft_acc_blocks": [
          25.00678
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072267186,
        "time_to_acc50_sec": 0.072267186,
        "acc_per_sec": 4.791176272965789,
        "mobile_acc_per_sec": 317.84844056696033
      },
      "started": "2026-08-18T10:22:25.579378777+10:00",
      "ended": "2026-08-18T10:22:30.80525529+10:00"
    },
    {
      "cell": {
        "id": "int5|none|MeshTweenSplitFastProxy|tricameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 256,
        "total_correct": 50,
        "total_train": 19,
        "infer_ms": 1052.240215,
        "train_ms": 1983.536398,
        "blocked_train": 1983536398,
        "duration": 5436238851,
        "avg_accuracy": 12.5,
        "soft_acc": 25.000657,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 47.091381930893014,
        "availability": 34.66131896839934,
        "score": 4.080730763209722,
        "zero_downtime": 8.665557466965458,
        "weight_bytes": 13152,
        "weight_mib": 0.012542724609375,
        "heap_bytes": 32362512,
        "heap_mib": 30.863296508789062,
        "mobile_score": 325.34643710183985,
        "mobile_throughput": 3754.4778664513437,
        "mobile_availability": 2763.460097217785,
        "mobile_accuracy": 1993.239728895377,
        "soft_acc_blocks": [
          25.000657
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.5988886223056795,
        "mobile_acc_per_sec": 366.657864661101
      },
      "started": "2026-08-18T10:22:38.193495777+10:00",
      "ended": "2026-08-18T10:22:43.638164309+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|MeshTweenSplitFastProxy|tricameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 264,
        "total_correct": 38,
        "total_train": 19,
        "infer_ms": 1029.183825,
        "train_ms": 1969.082918,
        "blocked_train": 1969082918,
        "duration": 5649131135,
        "avg_accuracy": 25,
        "soft_acc": 25.002576,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 46.73285036071304,
        "availability": 34.325959403139066,
        "score": 4.010788039707514,
        "zero_downtime": 8.582374087498991,
        "weight_bytes": 13176,
        "weight_mib": 0.01256561279296875,
        "heap_bytes": 28583576,
        "heap_mib": 27.259422302246094,
        "mobile_score": 319.18761987889695,
        "mobile_throughput": 3719.106352446496,
        "mobile_availability": 2731.7377965320243,
        "mobile_accuracy": 1989.7617738142078,
        "soft_acc_blocks": [
          25.002576
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073361508,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.425915313789224,
        "mobile_acc_per_sec": 352.2243910194178
      },
      "started": "2026-08-18T10:22:50.628684717+10:00",
      "ended": "2026-08-18T10:22:56.284126732+10:00"
    },
    {
      "cell": {
        "id": "int3|none|MeshTweenSplitFastProxy|tricameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 129,
        "total_train": 24,
        "infer_ms": 997.232077,
        "train_ms": 1946.713869,
        "blocked_train": 1946713869,
        "duration": 5392797151,
        "avg_accuracy": 37.5,
        "soft_acc": 25.0012265,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 60.821868654781156,
        "availability": 33.873994132091994,
        "score": 5.150951748082945,
        "zero_downtime": 8.46891399756103,
        "weight_bytes": 7891,
        "weight_mib": 0.007525444030761719,
        "heap_bytes": 54662528,
        "heap_mib": 52.1302490234375,
        "mobile_score": 684.471471321483,
        "mobile_throughput": 8082.163445261159,
        "mobile_availability": 4501.261851609745,
        "mobile_accuracy": 3322.2260902881767,
        "soft_acc_blocks": [
          25.0012265
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.129865373,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.636040592656811,
        "mobile_acc_per_sec": 616.0487771493738
      },
      "started": "2026-08-18T10:23:03.534348813+10:00",
      "ended": "2026-08-18T10:23:08.933683303+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|MeshTweenSplitFastProxy|tricameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 344,
        "total_correct": 63,
        "total_train": 23,
        "infer_ms": 1055.600521,
        "train_ms": 1940.360278,
        "blocked_train": 1940360278,
        "duration": 5272077338,
        "avg_accuracy": 37.5,
        "soft_acc": 25.0015235,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 65.24942218137089,
        "availability": 35.23412326864694,
        "score": 5.747865714458205,
        "zero_downtime": 8.809067609029734,
        "weight_bytes": 7915,
        "weight_mib": 0.007548332214355469,
        "heap_bytes": 38496056,
        "heap_mib": 36.71269989013672,
        "mobile_score": 761.4749260143684,
        "mobile_throughput": 8644.217070531038,
        "mobile_availability": 4667.802405627888,
        "mobile_accuracy": 3312.191725273026,
        "soft_acc_blocks": [
          25.0015235
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.093785295,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.742252796595831,
        "mobile_acc_per_sec": 628.2517332208806
      },
      "started": "2026-08-18T10:23:16.27768067+10:00",
      "ended": "2026-08-18T10:23:21.556303003+10:00"
    },
    {
      "cell": {
        "id": "float64|none|MeshTweenSplitSparse|cnn|simd",
        "dtype": 0,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6456,
        "total_correct": 5564,
        "total_train": 248,
        "infer_ms": 967.20012,
        "train_ms": 1609.339534,
        "blocked_train": 1609339534,
        "duration": 5491367534,
        "avg_accuracy": 17.578125,
        "soft_acc": 24.92018040625,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1175.663431745816,
        "availability": 37.53872440885787,
        "score": 109.97999684540005,
        "zero_downtime": 9.354717844892384,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 28595856,
        "heap_mib": 27.271133422851562,
        "mobile_score": 47108.81747228848,
        "mobile_throughput": 503583.5206725085,
        "mobile_availability": 16079.33230626738,
        "mobile_accuracy": 10674.306817673203,
        "soft_acc_blocks": [
          24.92018040625
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.538064562598625,
        "mobile_acc_per_sec": 1943.8339815324412
      },
      "started": "2026-08-18T10:23:28.657022782+10:00",
      "ended": "2026-08-18T10:23:34.148759378+10:00"
    },
    {
      "cell": {
        "id": "float32|none|MeshTweenSplitSparse|cnn|simd",
        "dtype": 1,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 9880,
        "total_correct": 8322,
        "total_train": 317,
        "infer_ms": 799.87423,
        "train_ms": 1504.298939,
        "blocked_train": 1504298939,
        "duration": 5531881716,
        "avg_accuracy": 14.655172413793103,
        "soft_acc": 24.932190879310344,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1786.0107115855042,
        "availability": 34.71415433359731,
        "score": 154.57921316739473,
        "zero_downtime": 8.654999220590865,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 56432952,
        "heap_mib": 53.81865692138672,
        "mobile_score": 132424.87992337754,
        "mobile_throughput": 1530039.1894701647,
        "mobile_availability": 29738.912658910238,
        "mobile_accuracy": 21358.902764267747,
        "soft_acc_blocks": [
          24.932190879310344
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.506999997342377,
        "mobile_acc_per_sec": 3861.0555794226148
      },
      "started": "2026-08-18T10:23:41.38686014+10:00",
      "ended": "2026-08-18T10:23:46.919144616+10:00"
    },
    {
      "cell": {
        "id": "float16|none|MeshTweenSplitSparse|cnn|simd",
        "dtype": 2,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6808,
        "total_correct": 5981,
        "total_train": 251,
        "infer_ms": 925.853798,
        "train_ms": 1636.743353,
        "blocked_train": 1636743353,
        "duration": 5426347101,
        "avg_accuracy": 37.96296296296296,
        "soft_acc": 25.31218437037037,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1254.6193365966915,
        "availability": 36.1295101588131,
        "score": 114.73704889645842,
        "zero_downtime": 9.145168223510465,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 28584392,
        "heap_mib": 27.26020050048828,
        "mobile_score": 196585.8101040078,
        "mobile_throughput": 2149613.930541197,
        "mobile_availability": 61902.838634456864,
        "mobile_accuracy": 43368.8709776887,
        "soft_acc_blocks": [
          25.31218437037037
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.076496714,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.664682133162047,
        "mobile_acc_per_sec": 7992.277340625043
      },
      "started": "2026-08-18T10:23:53.865894754+10:00",
      "ended": "2026-08-18T10:23:59.292605344+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|MeshTweenSplitSparse|cnn|simd",
        "dtype": 3,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7248,
        "total_correct": 5957,
        "total_train": 259,
        "infer_ms": 843.155612,
        "train_ms": 1632.593314,
        "blocked_train": 1632593314,
        "duration": 5622776948,
        "avg_accuracy": 30.078125,
        "soft_acc": 24.92068478125,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1289.0427749544797,
        "availability": 34.05658801445038,
        "score": 109.40279982630553,
        "zero_downtime": 8.487134946330146,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 28146184,
        "heap_mib": 26.84229278564453,
        "mobile_score": 187446.3239063205,
        "mobile_throughput": 2208593.6548867133,
        "mobile_availability": 58351.17783307241,
        "mobile_accuracy": 42698.09144637908,
        "soft_acc_blocks": [
          24.92068478125
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.074265934,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.432095566251155,
        "mobile_acc_per_sec": 7593.7729419564885
      },
      "started": "2026-08-18T10:24:06.366753712+10:00",
      "ended": "2026-08-18T10:24:11.9898829+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|MeshTweenSplitSparse|cnn|simd",
        "dtype": 4,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6008,
        "total_correct": 3297,
        "total_train": 266,
        "infer_ms": 787.534099,
        "train_ms": 1713.023306,
        "blocked_train": 1713023306,
        "duration": 5431430627,
        "avg_accuracy": 15.384615384615385,
        "soft_acc": 24.850644346153846,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1106.1542368108019,
        "availability": 31.49434191853716,
        "score": 86.57368012300415,
        "zero_downtime": 7.826546899337315,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 29411944,
        "heap_mib": 28.049415588378906,
        "mobile_score": 296663.6706165333,
        "mobile_throughput": 3790479.6896017105,
        "mobile_availability": 107922.25840383013,
        "mobile_accuracy": 85156.17400625038,
        "soft_acc_blocks": [
          24.850644346153846
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.575340467872249,
        "mobile_acc_per_sec": 15678.405903397423
      },
      "started": "2026-08-18T10:24:19.075360471+10:00",
      "ended": "2026-08-18T10:24:24.507161618+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|MeshTweenSplitSparse|cnn|simd",
        "dtype": 5,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6232,
        "total_correct": 3833,
        "total_train": 271,
        "infer_ms": 792.639442,
        "train_ms": 1698.926633,
        "blocked_train": 1698926633,
        "duration": 5433384057,
        "avg_accuracy": 32.870370370370374,
        "soft_acc": 24.93778140740741,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1146.9831572040482,
        "availability": 31.812900727507294,
        "score": 90.99512473099783,
        "zero_downtime": 7.93343164278129,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 29183312,
        "heap_mib": 27.831375122070312,
        "mobile_score": 311814.7186599045,
        "mobile_throughput": 3930388.9249947453,
        "mobile_availability": 109013.86991257088,
        "mobile_accuracy": 85454.76822566547,
        "soft_acc_blocks": [
          24.93778140740741
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073867289,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.589732871041811,
        "mobile_acc_per_sec": 15727.724624135744
      },
      "started": "2026-08-18T10:24:32.010044286+10:00",
      "ended": "2026-08-18T10:24:37.443727979+10:00"
    },
    {
      "cell": {
        "id": "int64|none|MeshTweenSplitSparse|cnn|simd",
        "dtype": 6,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4632,
        "total_correct": 4011,
        "total_train": 255,
        "infer_ms": 848.654307,
        "train_ms": 1713.710489,
        "blocked_train": 1713710489,
        "duration": 5454124453,
        "avg_accuracy": 53.84615384615385,
        "soft_acc": 25.615498230769234,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 849.265549386612,
        "availability": 33.11996435186741,
        "score": 72.05036335852945,
        "zero_downtime": 8.483843882583997,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 34887488,
        "heap_mib": 33.27130126953125,
        "mobile_score": 30862.043222644355,
        "mobile_throughput": 363774.2944091569,
        "mobile_availability": 14186.60120107178,
        "mobile_accuracy": 10972.139163736552,
        "soft_acc_blocks": [
          25.615498230769234
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.094237221,
        "time_to_acc50_sec": 0.094237221,
        "acc_per_sec": 4.696537171365721,
        "mobile_acc_per_sec": 2011.7141180563654
      },
      "started": "2026-08-18T10:24:44.558601659+10:00",
      "ended": "2026-08-18T10:24:50.021598241+10:00"
    },
    {
      "cell": {
        "id": "int32|none|MeshTweenSplitSparse|cnn|simd",
        "dtype": 7,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4808,
        "total_correct": 3813,
        "total_train": 269,
        "infer_ms": 837.013503,
        "train_ms": 1735.254795,
        "blocked_train": 1735254795,
        "duration": 5479532970,
        "avg_accuracy": 44.642857142857146,
        "soft_acc": 25.418785999999997,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 877.4470427175839,
        "availability": 32.53989887644295,
        "score": 72.57581447889973,
        "zero_downtime": 8.271247260019436,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 33217328,
        "heap_mib": 31.678512573242188,
        "mobile_score": 62174.22977371467,
        "mobile_throughput": 751691.1031573801,
        "mobile_availability": 27876.27206230804,
        "mobile_accuracy": 21775.75894504575,
        "soft_acc_blocks": [
          25.418785999999997
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071007863,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.638859942839252,
        "mobile_acc_per_sec": 3974.0173230576893
      },
      "started": "2026-08-18T10:24:57.479642125+10:00",
      "ended": "2026-08-18T10:25:02.95960098+10:00"
    },
    {
      "cell": {
        "id": "int16|none|MeshTweenSplitSparse|cnn|simd",
        "dtype": 8,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4904,
        "total_correct": 4215,
        "total_train": 241,
        "infer_ms": 846.733207,
        "train_ms": 1664.37768,
        "blocked_train": 1664377680,
        "duration": 5442799123,
        "avg_accuracy": 61.93181818181818,
        "soft_acc": 25.629820227272727,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 901.0069798969503,
        "availability": 33.71946700496305,
        "score": 77.86717458180952,
        "zero_downtime": 8.642238774966573,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 31936000,
        "heap_mib": 30.45654296875,
        "mobile_score": 133414.46152662663,
        "mobile_throughput": 1543748.847961478,
        "mobile_availability": 57773.568356529635,
        "mobile_accuracy": 43913.09538338681,
        "soft_acc_blocks": [
          25.629820227272727
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.123440227,
        "time_to_acc50_sec": 0.123440227,
        "acc_per_sec": 4.708941051850891,
        "mobile_acc_per_sec": 8068.108778407843
      },
      "started": "2026-08-18T10:25:10.141645331+10:00",
      "ended": "2026-08-18T10:25:15.58525315+10:00"
    },
    {
      "cell": {
        "id": "int8|none|MeshTweenSplitSparse|cnn|simd",
        "dtype": 9,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8744,
        "total_correct": 7212,
        "total_train": 291,
        "infer_ms": 878.419656,
        "train_ms": 1576.914188,
        "blocked_train": 1576914188,
        "duration": 5464297268,
        "avg_accuracy": 37.171052631578945,
        "soft_acc": 24.73545905263158,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1600.2057668433567,
        "availability": 35.77597637675865,
        "score": 141.60784082987843,
        "zero_downtime": 8.849351987352282,
        "weight_bytes": 306,
        "weight_mib": 0.0002918243408203125,
        "heap_bytes": 47196632,
        "heap_mib": 45.010215759277344,
        "mobile_score": 485250.27224193007,
        "mobile_throughput": 5483455.431939672,
        "mobile_availability": 122594.21635698064,
        "mobile_accuracy": 84761.46637768697,
        "soft_acc_blocks": [
          24.73545905263158
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.12421299,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.526741104933528,
        "mobile_acc_per_sec": 15511.869545250913
      },
      "started": "2026-08-18T10:25:22.739833117+10:00",
      "ended": "2026-08-18T10:25:28.20447903+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|MeshTweenSplitSparse|cnn|simd",
        "dtype": 10,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6128,
        "total_correct": 4897,
        "total_train": 257,
        "infer_ms": 892.460129,
        "train_ms": 1669.034058,
        "blocked_train": 1669034058,
        "duration": 5567270142,
        "avg_accuracy": 22.685185185185187,
        "soft_acc": 24.863450296296296,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1100.7189957910973,
        "availability": 34.841388027713684,
        "score": 95.35276810319661,
        "zero_downtime": 8.66277119481032,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 29135920,
        "heap_mib": 27.786178588867188,
        "mobile_score": 40710.35185935566,
        "mobile_throughput": 469946.0593365821,
        "mobile_availability": 14875.343360157942,
        "mobile_accuracy": 10615.316473081915,
        "soft_acc_blocks": [
          24.863450296296296
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.466003923309582,
        "mobile_acc_per_sec": 1906.736372104344
      },
      "started": "2026-08-18T10:25:35.56115365+10:00",
      "ended": "2026-08-18T10:25:41.143247813+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|MeshTweenSplitSparse|cnn|simd",
        "dtype": 11,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 6064,
        "total_correct": 4991,
        "total_train": 240,
        "infer_ms": 861.118929,
        "train_ms": 1653.68559,
        "blocked_train": 1653685590,
        "duration": 5617907952,
        "avg_accuracy": 40.104166666666664,
        "soft_acc": 25.52425475,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1079.405367943273,
        "availability": 34.241982726451425,
        "score": 94.34014684095695,
        "zero_downtime": 8.740010902550459,
        "weight_bytes": 1232,
        "weight_mib": 0.0011749267578125,
        "heap_bytes": 33037968,
        "heap_mib": 31.507461547851562,
        "mobile_score": 80294.49173206434,
        "mobile_throughput": 918700.1323835108,
        "mobile_availability": 29143.929609879488,
        "mobile_accuracy": 21724.1241467013,
        "soft_acc_blocks": [
          25.52425475
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.074944019,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.54337361311042,
        "mobile_acc_per_sec": 3866.9419884260324
      },
      "started": "2026-08-18T10:25:48.535881663+10:00",
      "ended": "2026-08-18T10:25:54.154212529+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|MeshTweenSplitSparse|cnn|simd",
        "dtype": 12,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5736,
        "total_correct": 4885,
        "total_train": 238,
        "infer_ms": 915.700111,
        "train_ms": 1665.962237,
        "blocked_train": 1665962237,
        "duration": 5493835284,
        "avg_accuracy": 67.85714285714286,
        "soft_acc": 25.832300142857143,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1044.0793550373214,
        "availability": 35.4693986883834,
        "score": 95.66441330696045,
        "zero_downtime": 9.162561528049835,
        "weight_bytes": 620,
        "weight_mib": 0.000591278076171875,
        "heap_bytes": 32131160,
        "heap_mib": 30.642662048339844,
        "mobile_score": 161792.5933028377,
        "mobile_throughput": 1765800.8932058297,
        "mobile_availability": 59987.67774043599,
        "mobile_accuracy": 43688.91928160737,
        "soft_acc_blocks": [
          25.832300142857143
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.075865581,
        "time_to_acc50_sec": 0.075865581,
        "acc_per_sec": 4.702052174387168,
        "mobile_acc_per_sec": 7952.353323887418
      },
      "started": "2026-08-18T10:26:01.834563952+10:00",
      "ended": "2026-08-18T10:26:07.328719027+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|MeshTweenSplitSparse|cnn|simd",
        "dtype": 13,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7208,
        "total_correct": 5993,
        "total_train": 284,
        "infer_ms": 834.088008,
        "train_ms": 1644.951107,
        "blocked_train": 1644951107,
        "duration": 5793178324,
        "avg_accuracy": 60.714285714285715,
        "soft_acc": 25.433919799999998,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1244.2220136981925,
        "availability": 33.64561708418223,
        "score": 106.47304546022893,
        "zero_downtime": 8.557399265406005,
        "weight_bytes": 314,
        "weight_mib": 0.0002994537353515625,
        "heap_bytes": 27521400,
        "heap_mib": 26.24645233154297,
        "mobile_score": 355557.5799888695,
        "mobile_throughput": 4154972.427501898,
        "mobile_availability": 112356.6451581639,
        "mobile_accuracy": 84934.38817899617,
        "soft_acc_blocks": [
          25.433919799999998
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.094018351,
        "time_to_acc50_sec": 0.094018351,
        "acc_per_sec": 4.390322268284452,
        "mobile_acc_per_sec": 14661.103703148527
      },
      "started": "2026-08-18T10:26:14.517654488+10:00",
      "ended": "2026-08-18T10:26:20.311235779+10:00"
    },
    {
      "cell": {
        "id": "int4|none|MeshTweenSplitSparse|cnn|simd",
        "dtype": 14,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8448,
        "total_correct": 2807,
        "total_train": 277,
        "infer_ms": 858.691692,
        "train_ms": 1622.898686,
        "blocked_train": 1622898686,
        "duration": 5582900550,
        "avg_accuracy": 52.41935483870968,
        "soft_acc": 25.57112435483871,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1513.1919195658968,
        "availability": 34.602475074554796,
        "score": 133.89088192605254,
        "zero_downtime": 8.848241931166475,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 30080240,
        "heap_mib": 28.686752319335938,
        "mobile_score": 917612.8457940684,
        "mobile_throughput": 10370566.864383854,
        "mobile_availability": 237145.91440376712,
        "mobile_accuracy": 175250.11301633564,
        "soft_acc_blocks": [
          25.57112435483871
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.086799831,
        "time_to_acc50_sec": 0.086799831,
        "acc_per_sec": 4.580257901036534,
        "mobile_acc_per_sec": 31390.513129655454
      },
      "started": "2026-08-18T10:26:27.942761335+10:00",
      "ended": "2026-08-18T10:26:33.525975322+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|MeshTweenSplitSparse|cnn|simd",
        "dtype": 15,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5848,
        "total_correct": 1266,
        "total_train": 249,
        "infer_ms": 898.75603,
        "train_ms": 1585.298619,
        "blocked_train": 1585298619,
        "duration": 5498585816,
        "avg_accuracy": 3.977272727272727,
        "soft_acc": 24.88374368181818,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1063.5461909102628,
        "availability": 36.18100875364438,
        "score": 95.75307877234724,
        "zero_downtime": 9.003189479753066,
        "weight_bytes": 161,
        "weight_mib": 0.00015354156494140625,
        "heap_bytes": 31942384,
        "heap_mib": 30.462631225585938,
        "mobile_score": 623629.6914707626,
        "mobile_throughput": 6926764.041490184,
        "mobile_availability": 235643.08965752425,
        "mobile_accuracy": 162065.19512364088,
        "soft_acc_blocks": [
          24.88374368181818
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.525480644388688,
        "mobile_acc_per_sec": 29473.9775911212
      },
      "started": "2026-08-18T10:26:40.837628752+10:00",
      "ended": "2026-08-18T10:26:46.336538839+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|MeshTweenSplitSparse|cnn|simd",
        "dtype": 16,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7920,
        "total_correct": 1967,
        "total_train": 282,
        "infer_ms": 833.541464,
        "train_ms": 1607.084315,
        "blocked_train": 1607084315,
        "duration": 5611467614,
        "avg_accuracy": 25.714285714285715,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1411.3954752657687,
        "availability": 34.15277635646083,
        "score": 120.50768504318137,
        "zero_downtime": 8.538194089115208,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 29461952,
        "heap_mib": 28.09710693359375,
        "mobile_score": 825891.9369401238,
        "mobile_throughput": 9672911.25406718,
        "mobile_availability": 234063.93216177958,
        "mobile_accuracy": 171335.9477124183,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072331071,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.455162485056088,
        "mobile_acc_per_sec": 30533.1794635959
      },
      "started": "2026-08-18T10:26:53.557164122+10:00",
      "ended": "2026-08-18T10:26:59.292846222+10:00"
    },
    {
      "cell": {
        "id": "int2|none|MeshTweenSplitSparse|cnn|simd",
        "dtype": 17,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8032,
        "total_correct": 2436,
        "total_train": 287,
        "infer_ms": 824.91707,
        "train_ms": 1639.040212,
        "blocked_train": 1639040212,
        "duration": 5438587505,
        "avg_accuracy": 23.61111111111111,
        "soft_acc": 24.882344888888888,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1476.854053118706,
        "availability": 33.4793576181813,
        "score": 123.02857708355549,
        "zero_downtime": 8.330449229140367,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 27978088,
        "heap_mib": 26.681983947753906,
        "mobile_score": 1675387.184986575,
        "mobile_throughput": 20111606.69614286,
        "mobile_availability": 455917.54407587106,
        "mobile_accuracy": 338844.5412235267,
        "soft_acc_blocks": [
          24.882344888888888
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.575148393955811,
        "mobile_acc_per_sec": 62303.77665377413
      },
      "started": "2026-08-18T10:27:06.334169552+10:00",
      "ended": "2026-08-18T10:27:11.773136014+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|MeshTweenSplitSparse|cnn|simd",
        "dtype": 18,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4904,
        "total_correct": 1123,
        "total_train": 242,
        "infer_ms": 731.902578,
        "train_ms": 1632.403955,
        "blocked_train": 1632403955,
        "duration": 5464722740,
        "avg_accuracy": 20.3125,
        "soft_acc": 24.933141250000002,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 897.3922801433838,
        "availability": 30.956331921618894,
        "score": 69.26419979113548,
        "zero_downtime": 7.718385963836079,
        "weight_bytes": 85,
        "weight_mib": 0.00008106231689453125,
        "heap_bytes": 29328640,
        "heap_mib": 27.969970703125,
        "mobile_score": 854456.2065904668,
        "mobile_throughput": 11070400.088748574,
        "mobile_availability": 381883.13765933475,
        "mobile_accuracy": 307579.9237571765,
        "soft_acc_blocks": [
          24.933141250000002
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.562562903237064,
        "mobile_acc_per_sec": 56284.63480970244
      },
      "started": "2026-08-18T10:27:19.335590939+10:00",
      "ended": "2026-08-18T10:27:24.800772897+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|MeshTweenSplitSparse|cnn|simd",
        "dtype": 19,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8400,
        "total_correct": 1686,
        "total_train": 284,
        "infer_ms": 837.287038,
        "train_ms": 1600.471986,
        "blocked_train": 1600471986,
        "duration": 5471290262,
        "avg_accuracy": 7.8125,
        "soft_acc": 24.29994990625,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1535.2868515020855,
        "availability": 34.346587573128396,
        "score": 128.13816608314045,
        "zero_downtime": 8.346203574776489,
        "weight_bytes": 77,
        "weight_mib": 0.00007343292236328125,
        "heap_bytes": 28616896,
        "heap_mib": 27.29119873046875,
        "mobile_score": 1744968.904399936,
        "mobile_throughput": 20907336.95585261,
        "mobile_availability": 467727.3689750738,
        "mobile_accuracy": 330913.5619856623,
        "soft_acc_blocks": [
          24.29994990625
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.441356378955352,
        "mobile_acc_per_sec": 60481.814369084255
      },
      "started": "2026-08-18T10:27:32.606968552+10:00",
      "ended": "2026-08-18T10:27:38.078667875+10:00"
    },
    {
      "cell": {
        "id": "binary|none|MeshTweenSplitSparse|cnn|simd",
        "dtype": 20,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7624,
        "total_correct": 2547,
        "total_train": 273,
        "infer_ms": 768.884104,
        "train_ms": 1685.516283,
        "blocked_train": 1685516283,
        "duration": 5388503346,
        "avg_accuracy": 36.328125,
        "soft_acc": 26.1258556875,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1414.8641116942902,
        "availability": 31.32675940211217,
        "score": 115.79791131378472,
        "zero_downtime": 8.184383952966163,
        "weight_bytes": 39,
        "weight_mib": 0.00003719329833984375,
        "heap_bytes": 29264928,
        "heap_mib": 27.909210205078125,
        "mobile_score": 3113407.9654811057,
        "mobile_throughput": 38040834.63548595,
        "mobile_availability": 842268.9247904916,
        "mobile_accuracy": 702434.4936763077,
        "soft_acc_blocks": [
          26.1258556875
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073144517,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.848443808964835,
        "mobile_acc_per_sec": 130357.9952674131
      },
      "started": "2026-08-18T10:27:45.583872057+10:00",
      "ended": "2026-08-18T10:27:50.972745715+10:00"
    },
    {
      "cell": {
        "id": "int|none|MeshTweenSplitSparse|cnn|simd",
        "dtype": 21,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3504,
        "total_correct": 2905,
        "total_train": 224,
        "infer_ms": 689.136545,
        "train_ms": 1786.552348,
        "blocked_train": 1786552348,
        "duration": 5508163781,
        "avg_accuracy": 59.55882352941177,
        "soft_acc": 25.77017111764706,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 636.1466614494627,
        "availability": 27.836152876418787,
        "score": 45.633498743264106,
        "zero_downtime": 7.173424228822955,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 29255264,
        "heap_mib": 27.899993896484375,
        "mobile_score": 19546.646886526512,
        "mobile_throughput": 272486.97780883656,
        "mobile_availability": 11923.334084372429,
        "mobile_accuracy": 11038.391727883121,
        "soft_acc_blocks": [
          25.77017111764706
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.090768802,
        "time_to_acc50_sec": 0.090768802,
        "acc_per_sec": 4.67854118763486,
        "mobile_acc_per_sec": 2004.0057207375044
      },
      "started": "2026-08-18T10:27:59.277391587+10:00",
      "ended": "2026-08-18T10:28:04.805530427+10:00"
    },
    {
      "cell": {
        "id": "uint|none|MeshTweenSplitSparse|cnn|simd",
        "dtype": 22,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4800,
        "total_correct": 4017,
        "total_train": 258,
        "infer_ms": 850.247718,
        "train_ms": 1737.914442,
        "blocked_train": 1737914442,
        "duration": 5658813147,
        "avg_accuracy": 34.09090909090909,
        "soft_acc": 25.168298636363637,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 848.234404513728,
        "availability": 32.85140827497455,
        "score": 70.13321268143301,
        "zero_downtime": 8.268140540896672,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 28610208,
        "heap_mib": 27.284820556640625,
        "mobile_score": 29942.998216875527,
        "mobile_throughput": 362149.1200925842,
        "mobile_availability": 14025.732200056887,
        "mobile_accuracy": 10745.469833437963,
        "soft_acc_blocks": [
          25.168298636363637
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.074719726,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.44762850134158,
        "mobile_acc_per_sec": 1898.8910844555164
      },
      "started": "2026-08-18T10:28:12.156849996+10:00",
      "ended": "2026-08-18T10:28:17.818850897+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|MeshTweenSplitSparse|cnn|simd",
        "dtype": 23,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 5176,
        "total_correct": 4216,
        "total_train": 248,
        "infer_ms": 881.93302,
        "train_ms": 1687.507691,
        "blocked_train": 1687507691,
        "duration": 5559000266,
        "avg_accuracy": 39.20454545454545,
        "soft_acc": 25.359512818181816,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 931.1026717623115,
        "availability": 34.32392957052357,
        "score": 81.04672702289787,
        "zero_downtime": 8.704381319140623,
        "weight_bytes": 2456,
        "weight_mib": 0.00234222412109375,
        "heap_bytes": 28619944,
        "heap_mib": 27.294105529785156,
        "mobile_score": 34602.46450926798,
        "mobile_throughput": 397529.28141117166,
        "mobile_availability": 14654.417252989137,
        "mobile_accuracy": 10827.107700666864,
        "soft_acc_blocks": [
          25.359512818181816
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.07286614,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.56188372094275,
        "mobile_acc_per_sec": 1947.6717363889516
      },
      "started": "2026-08-18T10:28:25.229152703+10:00",
      "ended": "2026-08-18T10:28:30.788546614+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|MeshTweenSplitSparse|cnn|simd",
        "dtype": 24,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3608,
        "total_correct": 3028,
        "total_train": 214,
        "infer_ms": 696.528982,
        "train_ms": 1536.774371,
        "blocked_train": 1536774371,
        "duration": 5665138743,
        "avg_accuracy": 40,
        "soft_acc": 25.27660685,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 636.8776059470994,
        "availability": 31.188283538120853,
        "score": 50.20722587094498,
        "zero_downtime": 7.883339813194079,
        "weight_bytes": 2448,
        "weight_mib": 0.0023345947265625,
        "heap_bytes": 28619640,
        "heap_mib": 27.29381561279297,
        "mobile_score": 21505.756566524513,
        "mobile_throughput": 272800.0704794059,
        "mobile_availability": 13359.185293818877,
        "mobile_accuracy": 10826.978473997386,
        "soft_acc_blocks": [
          25.27660685
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071656873,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.461780725358662,
        "mobile_acc_per_sec": 1911.158572660819
      },
      "started": "2026-08-18T10:28:38.125650528+10:00",
      "ended": "2026-08-18T10:28:43.791147863+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|MeshTweenSplitSparse|cnn|simd",
        "dtype": 25,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4624,
        "total_correct": 3855,
        "total_train": 252,
        "infer_ms": 871.390453,
        "train_ms": 1721.310061,
        "blocked_train": 1721310061,
        "duration": 5500689791,
        "avg_accuracy": 28.94736842105263,
        "soft_acc": 25.099205736842105,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 840.6218448394593,
        "availability": 33.609375563999286,
        "score": 70.91222196533127,
        "zero_downtime": 8.435686319676117,
        "weight_bytes": 4896,
        "weight_mib": 0.004669189453125,
        "heap_bytes": 28887216,
        "heap_mib": 27.548995971679688,
        "mobile_score": 15187.265943529248,
        "mobile_throughput": 180035.92556666277,
        "mobile_availability": 7198.117767850514,
        "mobile_accuracy": 5375.495252188511,
        "soft_acc_blocks": [
          25.099205736842105
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073362341,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.562919686528839,
        "mobile_acc_per_sec": 977.2402110338365
      },
      "started": "2026-08-18T10:28:51.427308067+10:00",
      "ended": "2026-08-18T10:28:56.928384523+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|MeshTweenSplitSparse|cnn|simd",
        "dtype": 26,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3456,
        "total_correct": 856,
        "total_train": 202,
        "infer_ms": 853.670461,
        "train_ms": 1769.254965,
        "blocked_train": 1769254965,
        "duration": 5587484979,
        "avg_accuracy": 13.194444444444445,
        "soft_acc": 24.749727222222223,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 618.5251527277528,
        "availability": 32.54650141928968,
        "score": 49.82325453447173,
        "zero_downtime": 8.05517032165088,
        "weight_bytes": 153,
        "weight_mib": 0.00014591217041015625,
        "heap_bytes": 32207616,
        "heap_mib": 30.715576171875,
        "mobile_score": 341460.58135123027,
        "mobile_throughput": 4239023.729063112,
        "mobile_availability": 223055.4266159026,
        "mobile_accuracy": 169620.7187697313,
        "soft_acc_blocks": [
          24.749727222222223
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.429493289958108,
        "mobile_acc_per_sec": 30357.257228830804
      },
      "started": "2026-08-18T10:29:04.859366664+10:00",
      "ended": "2026-08-18T10:29:10.447354298+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|MeshTweenSplitSparse|cnn|simd",
        "dtype": 27,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2016,
        "total_correct": 1524,
        "total_train": 143,
        "infer_ms": 881.725687,
        "train_ms": 1845.985789,
        "blocked_train": 1845985789,
        "duration": 5518268559,
        "avg_accuracy": 51.25,
        "soft_acc": 25.9300181,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 365.33198383612773,
        "availability": 32.32474162894199,
        "score": 30.621437705218426,
        "zero_downtime": 8.381811355162894,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 29060448,
        "heap_mib": 27.714202880859375,
        "mobile_score": 139603.93331820486,
        "mobile_throughput": 1665558.0447084848,
        "mobile_availability": 147369.340340476,
        "mobile_accuracy": 118215.6289531548,
        "soft_acc_blocks": [
          25.9300181
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.08145165,
        "time_to_acc50_sec": 0.08145165,
        "acc_per_sec": 4.698940949097074,
        "mobile_acc_per_sec": 21422.5943680018
      },
      "started": "2026-08-18T10:29:17.557959765+10:00",
      "ended": "2026-08-18T10:29:23.076636865+10:00"
    },
    {
      "cell": {
        "id": "int6|none|MeshTweenSplitSparse|cnn|simd",
        "dtype": 28,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2288,
        "total_correct": 1675,
        "total_train": 153,
        "infer_ms": 699.000775,
        "train_ms": 1726.540772,
        "blocked_train": 1726540772,
        "duration": 5583956177,
        "avg_accuracy": 41.666666666666664,
        "soft_acc": 25.6890025,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 409.74533600821275,
        "availability": 28.818338562971647,
        "score": 30.334036085691466,
        "zero_downtime": 7.40314371390025,
        "weight_bytes": 230,
        "weight_mib": 0.0002193450927734375,
        "heap_bytes": 48701456,
        "heap_mib": 46.44532775878906,
        "mobile_score": 138293.6618373479,
        "mobile_throughput": 1868039.6758702074,
        "mobile_availability": 131383.55729133287,
        "mobile_accuracy": 117116.83254539131,
        "soft_acc_blocks": [
          25.6890025
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.162457421,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.600502168303461,
        "mobile_acc_per_sec": 20973.80939839552
      },
      "started": "2026-08-18T10:29:30.353780561+10:00",
      "ended": "2026-08-18T10:29:35.97153198+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|MeshTweenSplitSparse|cnn|simd",
        "dtype": 29,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3040,
        "total_correct": 2252,
        "total_train": 189,
        "infer_ms": 810.81702,
        "train_ms": 1838.919859,
        "blocked_train": 1838919859,
        "duration": 5523281449,
        "avg_accuracy": 27.272727272727273,
        "soft_acc": 25.00888881818182,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 550.397445444392,
        "availability": 30.599906972876454,
        "score": 42.120247217685765,
        "zero_downtime": 7.6526967133137385,
        "weight_bytes": 238,
        "weight_mib": 0.0002269744873046875,
        "heap_bytes": 32263136,
        "heap_mib": 30.768524169921875,
        "mobile_score": 185572.6064980339,
        "mobile_throughput": 2424930.8897239445,
        "mobile_availability": 134816.5044285332,
        "mobile_accuracy": 110183.70000594042,
        "soft_acc_blocks": [
          25.00888881818182
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.076117916,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.52790411806911,
        "mobile_acc_per_sec": 19948.956254237124
      },
      "started": "2026-08-18T10:29:43.180465753+10:00",
      "ended": "2026-08-18T10:29:48.704167253+10:00"
    },
    {
      "cell": {
        "id": "int5|none|MeshTweenSplitSparse|cnn|simd",
        "dtype": 30,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2976,
        "total_correct": 1657,
        "total_train": 190,
        "infer_ms": 840.249601,
        "train_ms": 1822.449365,
        "blocked_train": 1822449365,
        "duration": 5519761336,
        "avg_accuracy": 25,
        "soft_acc": 25.037562416666663,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 539.1537457589815,
        "availability": 31.556312287988472,
        "score": 42.598167514788386,
        "zero_downtime": 7.900931385503366,
        "weight_bytes": 192,
        "weight_mib": 0.00018310546875,
        "heap_bytes": 29071992,
        "heap_mib": 27.72521209716797,
        "mobile_score": 232642.79218743098,
        "mobile_throughput": 2944498.323505051,
        "mobile_availability": 172339.5401754677,
        "mobile_accuracy": 136738.47421155553,
        "soft_acc_blocks": [
          25.037562416666663
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.077301978,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.53598641183472,
        "mobile_acc_per_sec": 24772.53379050002
      },
      "started": "2026-08-18T10:29:55.791660991+10:00",
      "ended": "2026-08-18T10:30:01.311807014+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|MeshTweenSplitSparse|cnn|simd",
        "dtype": 31,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2752,
        "total_correct": 1605,
        "total_train": 179,
        "infer_ms": 696.072298,
        "train_ms": 1816.720824,
        "blocked_train": 1816720824,
        "duration": 5463994663,
        "avg_accuracy": 29.464285714285715,
        "soft_acc": 25.247497785714284,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 503.6608140625484,
        "availability": 27.701138303259015,
        "score": 35.22525303357006,
        "zero_downtime": 6.993844279732971,
        "weight_bytes": 200,
        "weight_mib": 0.00019073486328125,
        "heap_bytes": 32019968,
        "heap_mib": 30.53662109375,
        "mobile_score": 184681.77462464382,
        "mobile_throughput": 2640633.2088322537,
        "mobile_availability": 145233.74398739063,
        "mobile_accuracy": 132369.6011907657,
        "soft_acc_blocks": [
          25.247497785714284
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.075932243,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.62070322957676,
        "mobile_acc_per_sec": 24225.792548283403
      },
      "started": "2026-08-18T10:30:08.925431173+10:00",
      "ended": "2026-08-18T10:30:14.389740366+10:00"
    },
    {
      "cell": {
        "id": "int3|none|MeshTweenSplitSparse|cnn|simd",
        "dtype": 32,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3472,
        "total_correct": 609,
        "total_train": 206,
        "infer_ms": 859.295845,
        "train_ms": 1806.285219,
        "blocked_train": 1806285219,
        "duration": 5452646019,
        "avg_accuracy": 7.142857142857143,
        "soft_acc": 25.03254014285714,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 636.7550704560049,
        "availability": 32.23671778754803,
        "score": 51.384028569911344,
        "zero_downtime": 8.06966932090753,
        "weight_bytes": 115,
        "weight_mib": 0.00010967254638671875,
        "heap_bytes": 33050720,
        "heap_mib": 31.519622802734375,
        "mobile_score": 468522.2534062901,
        "mobile_throughput": 5805965.954421529,
        "mobile_availability": 293936.0747025736,
        "mobile_accuracy": 228248.00706814407,
        "soft_acc_blocks": [
          25.03254014285714
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.590897713812722,
        "mobile_acc_per_sec": 41860.04487964251
      },
      "started": "2026-08-18T10:30:21.885798077+10:00",
      "ended": "2026-08-18T10:30:27.338818261+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|MeshTweenSplitSparse|cnn|simd",
        "dtype": 33,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 4008,
        "total_correct": 1066,
        "total_train": 213,
        "infer_ms": 860.632842,
        "train_ms": 1734.656341,
        "blocked_train": 1734656341,
        "duration": 5644638171,
        "avg_accuracy": 23.214285714285715,
        "soft_acc": 24.902169500000003,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 710.054369931376,
        "availability": 33.161346629016485,
        "score": 58.635542508592096,
        "zero_downtime": 8.257894746040222,
        "weight_bytes": 123,
        "weight_mib": 0.00011730194091796875,
        "heap_bytes": 49213272,
        "heap_mib": 46.933433532714844,
        "mobile_score": 499868.47659747535,
        "mobile_throughput": 6053219.276464735,
        "mobile_availability": 282700.74961680965,
        "mobile_accuracy": 212291.19744416262,
        "soft_acc_blocks": [
          24.902169500000003
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.411650268025657,
        "mobile_acc_per_sec": 37609.354401994075
      },
      "started": "2026-08-18T10:30:34.724061477+10:00",
      "ended": "2026-08-18T10:30:40.36921824+10:00"
    },
    {
      "cell": {
        "id": "float64|none|MeshTweenSplitSparse|bicameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1616,
        "total_correct": 283,
        "total_train": 131,
        "infer_ms": 897.163475,
        "train_ms": 1853.233377,
        "blocked_train": 1853233377,
        "duration": 5717670087,
        "avg_accuracy": 23.214285714285715,
        "soft_acc": 24.99793442857143,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 282.6326065356978,
        "availability": 32.61941906120244,
        "score": 23.04637426774098,
        "zero_downtime": 8.154180987900316,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 29217960,
        "heap_mib": 27.864418029785156,
        "mobile_score": 190.48646538159576,
        "mobile_throughput": 2336.0588349001755,
        "mobile_availability": 269.61107927796235,
        "mobile_accuracy": 206.61680296517306,
        "soft_acc_blocks": [
          24.99793442857143
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.372049112348764,
        "mobile_acc_per_sec": 36.13653810403438
      },
      "started": "2026-08-18T10:30:47.405404081+10:00",
      "ended": "2026-08-18T10:30:53.125808537+10:00"
    },
    {
      "cell": {
        "id": "float32|none|MeshTweenSplitSparse|bicameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3928,
        "total_correct": 1406,
        "total_train": 231,
        "infer_ms": 937.042269,
        "train_ms": 1728.170394,
        "blocked_train": 1728170394,
        "duration": 5615050570,
        "avg_accuracy": 36.80555555555556,
        "soft_acc": 25.0036265,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 699.5484637282616,
        "availability": 35.15825517447649,
        "score": 61.49617782839415,
        "zero_downtime": 8.790838807743024,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 28718424,
        "heap_mib": 27.388023376464844,
        "mobile_score": 1016.5754849695143,
        "mobile_throughput": 11564.032821010305,
        "mobile_availability": 581.1909222132655,
        "mobile_accuracy": 413.32769991272545,
        "soft_acc_blocks": [
          25.0036265
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.074110743,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.452965505527049,
        "mobile_acc_per_sec": 73.61068164212907
      },
      "started": "2026-08-18T10:31:00.356722395+10:00",
      "ended": "2026-08-18T10:31:06.014422883+10:00"
    },
    {
      "cell": {
        "id": "float16|none|MeshTweenSplitSparse|bicameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 936,
        "total_correct": 278,
        "total_train": 78,
        "infer_ms": 995.424369,
        "train_ms": 1905.266916,
        "blocked_train": 1905266916,
        "duration": 5470109562,
        "avg_accuracy": 18.75,
        "soft_acc": 24.9998185,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 171.1117463720007,
        "availability": 34.3167980042385,
        "score": 14.679911514069754,
        "zero_downtime": 8.579137216071247,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 29292376,
        "heap_mib": 27.935386657714844,
        "mobile_score": 485.3387216476607,
        "mobile_throughput": 5657.197331434198,
        "mobile_availability": 1134.5620754222598,
        "mobile_accuracy": 826.5295019376971,
        "soft_acc_blocks": [
          24.9998185
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.570259190724414,
        "mobile_acc_per_sec": 151.09925908604626
      },
      "started": "2026-08-18T10:31:13.235210361+10:00",
      "ended": "2026-08-18T10:31:18.707814398+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|MeshTweenSplitSparse|bicameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1280,
        "total_correct": 427,
        "total_train": 100,
        "infer_ms": 1060.312704,
        "train_ms": 1879.356641,
        "blocked_train": 1879356641,
        "duration": 5498589318,
        "avg_accuracy": 14.583333333333334,
        "soft_acc": 24.997883666666667,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 232.78697970947465,
        "availability": 36.06911456907409,
        "score": 20.989273640920675,
        "zero_downtime": 9.016515299573859,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 29088032,
        "heap_mib": 27.740509033203125,
        "mobile_score": 693.9351935080729,
        "mobile_throughput": 7696.268130780744,
        "mobile_availability": 1192.4961495264672,
        "mobile_accuracy": 826.4655336000336,
        "soft_acc_blocks": [
          24.997883666666667
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.5462358108532355,
        "mobile_acc_per_sec": 150.30501203182124
      },
      "started": "2026-08-18T10:31:26.44895611+10:00",
      "ended": "2026-08-18T10:31:31.950303184+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|MeshTweenSplitSparse|bicameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1080,
        "total_correct": 271,
        "total_train": 88,
        "infer_ms": 996.397792,
        "train_ms": 1904.186844,
        "blocked_train": 1904186844,
        "duration": 5469993551,
        "avg_accuracy": 43.75,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 197.44081778717256,
        "availability": 34.351619312652254,
        "score": 16.95602952350923,
        "zero_downtime": 8.587904828163063,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 28677896,
        "heap_mib": 27.34937286376953,
        "mobile_score": 1121.1808307253887,
        "mobile_throughput": 13055.347644848169,
        "mobile_availability": 2271.426634656555,
        "mobile_accuracy": 1653.0710051708916,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.076386682,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.570389300628994,
        "mobile_acc_per_sec": 302.2071214085224
      },
      "started": "2026-08-18T10:31:39.521558871+10:00",
      "ended": "2026-08-18T10:31:44.99457924+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|MeshTweenSplitSparse|bicameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 920,
        "total_correct": 375,
        "total_train": 81,
        "infer_ms": 914.798844,
        "train_ms": 1934.878334,
        "blocked_train": 1934878334,
        "duration": 5503639958,
        "avg_accuracy": 50,
        "soft_acc": 25.003403,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 167.162097633713,
        "availability": 32.1018412563502,
        "score": 13.41735392743484,
        "zero_downtime": 8.026552739745503,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 32483960,
        "heap_mib": 30.97911834716797,
        "mobile_score": 887.193549742333,
        "mobile_throughput": 11053.232670473466,
        "mobile_availability": 2122.6649197388488,
        "mobile_accuracy": 1653.2960211961154,
        "soft_acc_blocks": [
          25.003403
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.077584337,
        "time_to_acc50_sec": 0.077584337,
        "acc_per_sec": 4.543066623327252,
        "mobile_acc_per_sec": 300.40046838327635
      },
      "started": "2026-08-18T10:31:52.455500289+10:00",
      "ended": "2026-08-18T10:31:57.96221472+10:00"
    },
    {
      "cell": {
        "id": "int64|none|MeshTweenSplitSparse|bicameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 920,
        "total_correct": 293,
        "total_train": 70,
        "infer_ms": 1100.166448,
        "train_ms": 1875.992596,
        "blocked_train": 1875992596,
        "duration": 5747007181,
        "avg_accuracy": 18.75,
        "soft_acc": 24.99877125,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 160.0833218099297,
        "availability": 36.965983058531734,
        "score": 14.793366275257512,
        "zero_downtime": 9.241041545116103,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 32016296,
        "heap_mib": 30.533119201660156,
        "mobile_score": 122.27242429250552,
        "mobile_throughput": 1323.1454884771792,
        "mobile_availability": 305.536973858486,
        "mobile_accuracy": 206.62371959137346,
        "soft_acc_blocks": [
          24.99877125
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.349876459637575,
        "mobile_acc_per_sec": 35.95327325751143
      },
      "started": "2026-08-18T10:32:05.161134001+10:00",
      "ended": "2026-08-18T10:32:10.911187739+10:00"
    },
    {
      "cell": {
        "id": "int32|none|MeshTweenSplitSparse|bicameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 952,
        "total_correct": 247,
        "total_train": 70,
        "infer_ms": 1114.78061,
        "train_ms": 1931.138219,
        "blocked_train": 1931138219,
        "duration": 5580203634,
        "avg_accuracy": 15.625,
        "soft_acc": 24.9973735,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 170.6030930841833,
        "availability": 36.59915685822762,
        "score": 15.608183442669551,
        "zero_downtime": 9.148827937702023,
        "weight_bytes": 63432,
        "weight_mib": 0.06049346923828125,
        "heap_bytes": 32300680,
        "heap_mib": 30.80432891845703,
        "mobile_score": 258.01435492465424,
        "mobile_throughput": 2820.190265699341,
        "mobile_availability": 605.0100501603747,
        "mobile_accuracy": 413.2243333827721,
        "soft_acc_blocks": [
          24.9973735
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.47965256100903,
        "mobile_acc_per_sec": 74.05183761843557
      },
      "started": "2026-08-18T10:32:18.145244496+10:00",
      "ended": "2026-08-18T10:32:23.75763177+10:00"
    },
    {
      "cell": {
        "id": "int16|none|MeshTweenSplitSparse|bicameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 800,
        "total_correct": 206,
        "total_train": 59,
        "infer_ms": 968.507343,
        "train_ms": 1896.84154,
        "blocked_train": 1896841540,
        "duration": 5732362744,
        "avg_accuracy": 15.625,
        "soft_acc": 25.00041925,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 139.5585094187124,
        "availability": 33.80067777247355,
        "score": 11.793128285616321,
        "zero_downtime": 8.450311152459948,
        "weight_bytes": 31716,
        "weight_mib": 0.030246734619140625,
        "heap_bytes": 28704480,
        "heap_mib": 27.374725341796875,
        "mobile_score": 389.8975685842609,
        "mobile_throughput": 4614.002508898845,
        "mobile_availability": 1117.4984076160054,
        "mobile_accuracy": 826.5493635858242,
        "soft_acc_blocks": [
          25.00041925
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.3612765567161045,
        "mobile_acc_per_sec": 144.18999642877873
      },
      "started": "2026-08-18T10:32:31.12729124+10:00",
      "ended": "2026-08-18T10:32:36.89911907+10:00"
    },
    {
      "cell": {
        "id": "int8|none|MeshTweenSplitSparse|bicameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3744,
        "total_correct": 846,
        "total_train": 236,
        "infer_ms": 875.429561,
        "train_ms": 1755.050935,
        "blocked_train": 1755050935,
        "duration": 5755024999,
        "avg_accuracy": 3.125,
        "soft_acc": 24.997847625,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 650.5619003654306,
        "availability": 33.280214863071926,
        "score": 54.12243949208778,
        "zero_downtime": 8.319337400743322,
        "weight_bytes": 15858,
        "weight_mib": 0.015123367309570312,
        "heap_bytes": 32241552,
        "heap_mib": 30.747940063476562,
        "mobile_score": 3578.7294181394523,
        "mobile_throughput": 43017.00058251871,
        "mobile_availability": 2200.5823294400625,
        "mobile_accuracy": 1652.9286840227014,
        "soft_acc_blocks": [
          24.997847625
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.34365578417881,
        "mobile_acc_per_sec": 287.2148573307529
      },
      "started": "2026-08-18T10:32:44.039021063+10:00",
      "ended": "2026-08-18T10:32:49.886781891+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|MeshTweenSplitSparse|bicameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 880,
        "total_correct": 315,
        "total_train": 65,
        "infer_ms": 1034.661231,
        "train_ms": 1900.813324,
        "blocked_train": 1900813324,
        "duration": 5679629872,
        "avg_accuracy": 56.25,
        "soft_acc": 25.0024575,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 154.93967385767706,
        "availability": 35.24681313410329,
        "score": 13.654166401432649,
        "zero_downtime": 8.812569473958593,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 28832064,
        "heap_mib": 27.49639892578125,
        "mobile_score": 112.83874395943256,
        "mobile_throughput": 1280.4295534108917,
        "mobile_availability": 291.2815038058817,
        "mobile_accuracy": 206.62161403738847,
        "soft_acc_blocks": [
          25.0024575
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.069685973,
        "time_to_acc50_sec": 0.069685973,
        "acc_per_sec": 4.402127966693672,
        "mobile_acc_per_sec": 36.37941533056795
      },
      "started": "2026-08-18T10:32:57.243005517+10:00",
      "ended": "2026-08-18T10:33:02.925916685+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|MeshTweenSplitSparse|bicameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 888,
        "total_correct": 201,
        "total_train": 70,
        "infer_ms": 1016.589504,
        "train_ms": 1898.713258,
        "blocked_train": 1898713258,
        "duration": 5804072994,
        "avg_accuracy": 28.125,
        "soft_acc": 24.9996005,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 152.99600830623186,
        "availability": 34.87080372066001,
        "score": 13.337521302231357,
        "zero_downtime": 8.717561621304137,
        "weight_bytes": 63452,
        "weight_mib": 0.060512542724609375,
        "heap_bytes": 38188032,
        "heap_mib": 36.4189453125,
        "mobile_score": 220.4092028148608,
        "mobile_throughput": 2528.335472573211,
        "mobile_availability": 576.2574525971567,
        "mobile_accuracy": 413.13088781894976,
        "soft_acc_blocks": [
          24.9996005
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.089736461,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.3072512226919795,
        "mobile_acc_per_sec": 71.17947831566326
      },
      "started": "2026-08-18T10:33:10.721325682+10:00",
      "ended": "2026-08-18T10:33:16.528631014+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|MeshTweenSplitSparse|bicameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 944,
        "total_correct": 392,
        "total_train": 72,
        "infer_ms": 1105.767445,
        "train_ms": 1895.213348,
        "blocked_train": 1895213348,
        "duration": 5736747949,
        "avg_accuracy": 53.125,
        "soft_acc": 25.00349,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 164.5531594541387,
        "availability": 36.84686844978418,
        "score": 15.160287629255693,
        "zero_downtime": 9.213003068154944,
        "weight_bytes": 31736,
        "weight_mib": 0.03026580810546875,
        "heap_bytes": 28696384,
        "heap_mib": 27.36700439453125,
        "mobile_score": 500.9047693828591,
        "mobile_throughput": 5436.932623134073,
        "mobile_availability": 1217.442082543512,
        "mobile_accuracy": 826.1299322611545,
        "soft_acc_blocks": [
          25.00349
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.074052687,
        "time_to_acc50_sec": 0.074052687,
        "acc_per_sec": 4.358478047542333,
        "mobile_acc_per_sec": 144.00666363687134
      },
      "started": "2026-08-18T10:33:23.856523499+10:00",
      "ended": "2026-08-18T10:33:29.596487068+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|MeshTweenSplitSparse|bicameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1872,
        "total_correct": 698,
        "total_train": 132,
        "infer_ms": 903.845873,
        "train_ms": 1813.043727,
        "blocked_train": 1813043727,
        "duration": 5607887329,
        "avg_accuracy": 33.333333333333336,
        "soft_acc": 25.000676222222225,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 333.8155512360865,
        "availability": 33.267670243207526,
        "score": 27.763915164185367,
        "zero_downtime": 8.317142524180882,
        "weight_bytes": 15878,
        "weight_mib": 0.015142440795898438,
        "heap_bytes": 28670176,
        "heap_mib": 27.342010498046875,
        "mobile_score": 1833.5165075702755,
        "mobile_throughput": 22045.02931432993,
        "mobile_availability": 2196.9820249994696,
        "mobile_accuracy": 1651.0334469324155,
        "soft_acc_blocks": [
          25.000676222222225
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072230869,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.458127411536342,
        "mobile_acc_per_sec": 294.4127351479488
      },
      "started": "2026-08-18T10:33:37.427849617+10:00",
      "ended": "2026-08-18T10:33:43.038884701+10:00"
    },
    {
      "cell": {
        "id": "int4|none|MeshTweenSplitSparse|bicameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2992,
        "total_correct": 607,
        "total_train": 212,
        "infer_ms": 796.040437,
        "train_ms": 1798.706805,
        "blocked_train": 1798706805,
        "duration": 5935303391,
        "avg_accuracy": 23.333333333333332,
        "soft_acc": 24.997495800000003,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 504.10228473525393,
        "availability": 30.678920247600747,
        "score": 38.659411651186154,
        "zero_downtime": 7.668961800379347,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 28173640,
        "heap_mib": 26.86847686767578,
        "mobile_score": 5112.540198203326,
        "mobile_throughput": 66665.34964289994,
        "mobile_availability": 4057.154682500719,
        "mobile_accuracy": 3305.8108407088916,
        "soft_acc_blocks": [
          24.997495800000003
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.211662682299437,
        "mobile_acc_per_sec": 556.9741970935571
      },
      "started": "2026-08-18T10:33:50.381682832+10:00",
      "ended": "2026-08-18T10:33:56.320160279+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|MeshTweenSplitSparse|bicameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 760,
        "total_correct": 126,
        "total_train": 64,
        "infer_ms": 995.062641,
        "train_ms": 1890.780957,
        "blocked_train": 1890780957,
        "duration": 5621503063,
        "avg_accuracy": 0,
        "soft_acc": 25.00102575868368,
        "adapt_pct": 0,
        "stability": 74.99897424131632,
        "consistency": 0,
        "throughput": 135.1951589250606,
        "availability": 34.48082362085099,
        "score": 11.654579245034888,
        "zero_downtime": 8.620559595255244,
        "weight_bytes": 7949,
        "weight_mib": 0.007580757141113281,
        "heap_bytes": 50378320,
        "heap_mib": 48.04450988769531,
        "mobile_score": 1537.3898712343318,
        "mobile_throughput": 17833.991566864304,
        "mobile_availability": 4548.46699069788,
        "mobile_accuracy": 3297.958936462134,
        "soft_acc_blocks": [
          0
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.44739164570365,
        "mobile_acc_per_sec": 586.6685296622658
      },
      "started": "2026-08-18T10:34:03.440331139+10:00",
      "ended": "2026-08-18T10:34:09.076436521+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|MeshTweenSplitSparse|bicameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1384,
        "total_correct": 338,
        "total_train": 95,
        "infer_ms": 995.782443,
        "train_ms": 1847.107611,
        "blocked_train": 1847107611,
        "duration": 5756060954,
        "avg_accuracy": 20.833333333333332,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 240.442207103146,
        "availability": 35.02711761923101,
        "score": 21.054993672073486,
        "zero_downtime": 8.756779404807752,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 32285728,
        "heap_mib": 30.790069580078125,
        "mobile_score": 2784.4319642689024,
        "mobile_throughput": 31797.44327852042,
        "mobile_availability": 4632.1850024849,
        "mobile_accuracy": 3306.142010341783,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.343247960678215,
        "mobile_acc_per_sec": 574.3757817651809
      },
      "started": "2026-08-18T10:34:16.50217965+10:00",
      "ended": "2026-08-18T10:34:22.267437048+10:00"
    },
    {
      "cell": {
        "id": "int2|none|MeshTweenSplitSparse|bicameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3272,
        "total_correct": 1177,
        "total_train": 197,
        "infer_ms": 971.890725,
        "train_ms": 1778.003492,
        "blocked_train": 1778003492,
        "duration": 5546676746,
        "avg_accuracy": 28.846153846153847,
        "soft_acc": 25.003897538461537,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 589.9027741898987,
        "availability": 35.34284042606865,
        "score": 52.13022495314981,
        "zero_downtime": 8.837087607316167,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 29097096,
        "heap_mib": 27.74915313720703,
        "mobile_score": 13786.255425088026,
        "mobile_throughput": 156004.51232003712,
        "mobile_availability": 9346.697160808413,
        "mobile_accuracy": 6612.4809244110575,
        "soft_acc_blocks": [
          25.003897538461537
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071006708,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.50790602796407,
        "mobile_acc_per_sec": 1192.15184645106
      },
      "started": "2026-08-18T10:34:29.887402272+10:00",
      "ended": "2026-08-18T10:34:35.437151722+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|MeshTweenSplitSparse|bicameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 816,
        "total_correct": 195,
        "total_train": 56,
        "infer_ms": 1100.567724,
        "train_ms": 1946.377986,
        "blocked_train": 1946377986,
        "duration": 5601695908,
        "avg_accuracy": 12.5,
        "soft_acc": 25.000201,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 145.67017085569367,
        "availability": 36.120358836324655,
        "score": 13.154252866983688,
        "zero_downtime": 9.030162311002425,
        "weight_bytes": 3985,
        "weight_mib": 0.0038003921508789062,
        "heap_bytes": 33495544,
        "heap_mib": 31.94384002685547,
        "mobile_score": 3461.2882946675754,
        "mobile_throughput": 38330.2998933952,
        "mobile_availability": 9504.376759638133,
        "mobile_accuracy": 6578.321396179674,
        "soft_acc_blocks": [
          25.000201
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.462970038108681,
        "mobile_acc_per_sec": 1174.344609957302
      },
      "started": "2026-08-18T10:34:42.90578845+10:00",
      "ended": "2026-08-18T10:34:48.512932735+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|MeshTweenSplitSparse|bicameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3304,
        "total_correct": 816,
        "total_train": 210,
        "infer_ms": 841.100391,
        "train_ms": 1807.730315,
        "blocked_train": 1807730315,
        "duration": 5708339000,
        "avg_accuracy": 25.833333333333332,
        "soft_acc": 24.998422933333334,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 578.8023451305187,
        "availability": 31.753648471938245,
        "score": 45.94481700059862,
        "zero_downtime": 7.93791134177906,
        "weight_bytes": 3965,
        "weight_mib": 0.0037813186645507812,
        "heap_bytes": 29103104,
        "heap_mib": 27.7548828125,
        "mobile_score": 12150.47476197218,
        "mobile_throughput": 153068.9149678635,
        "mobile_availability": 8397.506607846435,
        "mobile_accuracy": 6611.033121246642,
        "soft_acc_blocks": [
          24.998422933333334
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.07174572,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.379281422027201,
        "mobile_acc_per_sec": 1158.1360394410076
      },
      "started": "2026-08-18T10:34:56.093437209+10:00",
      "ended": "2026-08-18T10:35:01.804914485+10:00"
    },
    {
      "cell": {
        "id": "binary|none|MeshTweenSplitSparse|bicameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3072,
        "total_correct": 1038,
        "total_train": 216,
        "infer_ms": 822.921874,
        "train_ms": 1854.557189,
        "blocked_train": 1854557189,
        "duration": 5791521608,
        "avg_accuracy": 34.61538461538461,
        "soft_acc": 24.989822230769228,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 530.4305514040655,
        "availability": 30.73495084880146,
        "score": 40.74029974548459,
        "zero_downtime": 7.680609579829783,
        "weight_bytes": 1983,
        "weight_mib": 0.0018911361694335938,
        "heap_bytes": 29096576,
        "heap_mib": 27.7486572265625,
        "mobile_score": 21542.76376496281,
        "mobile_throughput": 280482.47396322206,
        "mobile_availability": 16252.10883572004,
        "mobile_accuracy": 13214.184485855307,
        "soft_acc_blocks": [
          24.989822230769228
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073724884,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.314897521274901,
        "mobile_acc_per_sec": 2281.642956766692
      },
      "started": "2026-08-18T10:35:09.29598442+10:00",
      "ended": "2026-08-18T10:35:15.123646388+10:00"
    },
    {
      "cell": {
        "id": "int|none|MeshTweenSplitSparse|bicameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 696,
        "total_correct": 245,
        "total_train": 50,
        "infer_ms": 1034.039073,
        "train_ms": 1839.944118,
        "blocked_train": 1839944118,
        "duration": 5771508077,
        "avg_accuracy": 54.166666666666664,
        "soft_acc": 25.00237233333333,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 120.5923981590921,
        "availability": 35.97930134866958,
        "score": 10.848104899470915,
        "zero_downtime": 8.995678886126388,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 51546800,
        "heap_mib": 49.15885925292969,
        "mobile_score": 89.6634383518383,
        "mobile_throughput": 996.7389842040938,
        "mobile_availability": 297.3816992289582,
        "mobile_accuracy": 206.6534838236011,
        "soft_acc_blocks": [
          25.00237233333333
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.15224867,
        "time_to_acc50_sec": 0.15224867,
        "acc_per_sec": 4.332034539286209,
        "mobile_acc_per_sec": 35.80580345146437
      },
      "started": "2026-08-18T10:35:22.903132128+10:00",
      "ended": "2026-08-18T10:35:28.684179617+10:00"
    },
    {
      "cell": {
        "id": "uint|none|MeshTweenSplitSparse|bicameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 696,
        "total_correct": 26,
        "total_train": 61,
        "infer_ms": 1008.442827,
        "train_ms": 1953.011004,
        "blocked_train": 1953011004,
        "duration": 5749225013,
        "avg_accuracy": 0,
        "soft_acc": 24.997039333333333,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 121.05979474211266,
        "availability": 34.052289333157596,
        "score": 10.304687398608996,
        "zero_downtime": 8.512064158509876,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 35377912,
        "heap_mib": 33.73900604248047,
        "mobile_score": 85.158474619998,
        "mobile_throughput": 1000.4444636952297,
        "mobile_availability": 281.4098967545558,
        "mobile_accuracy": 206.57683802519887,
        "soft_acc_blocks": [
          24.997039333333333
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.347897199502658,
        "mobile_acc_per_sec": 35.93124943937533
      },
      "started": "2026-08-18T10:35:36.063272698+10:00",
      "ended": "2026-08-18T10:35:41.815728435+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|MeshTweenSplitSparse|bicameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 736,
        "total_correct": 218,
        "total_train": 55,
        "infer_ms": 1119.773395,
        "train_ms": 1907.514535,
        "blocked_train": 1907514535,
        "duration": 5538319107,
        "avg_accuracy": 16.666666666666668,
        "soft_acc": 24.998007,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 132.89230645264806,
        "availability": 36.989325789040485,
        "score": 12.28801236713914,
        "zero_downtime": 9.246594249997147,
        "weight_bytes": 126884,
        "weight_mib": 0.12100601196289062,
        "heap_bytes": 29489264,
        "heap_mib": 28.123153686523438,
        "mobile_score": 101.54877569973591,
        "mobile_throughput": 1098.2289581893058,
        "mobile_availability": 305.6817193544412,
        "mobile_accuracy": 206.5848348730494,
        "soft_acc_blocks": [
          24.998007
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.513645118137828,
        "mobile_acc_per_sec": 37.30099889187361
      },
      "started": "2026-08-18T10:35:49.099805407+10:00",
      "ended": "2026-08-18T10:35:54.641402947+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|MeshTweenSplitSparse|bicameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 760,
        "total_correct": 215,
        "total_train": 60,
        "infer_ms": 1059.993656,
        "train_ms": 1918.552253,
        "blocked_train": 1918552253,
        "duration": 5734990028,
        "avg_accuracy": 41.666666666666664,
        "soft_acc": 24.997992999999997,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 132.51984681567785,
        "availability": 35.587621892854294,
        "score": 11.78921898995159,
        "zero_downtime": 8.896191229642183,
        "weight_bytes": 126864,
        "weight_mib": 0.1209869384765625,
        "heap_bytes": 27837504,
        "heap_mib": 26.54791259765625,
        "mobile_score": 97.44208042949519,
        "mobile_throughput": 1095.323581903426,
        "mobile_availability": 294.1443294703114,
        "mobile_accuracy": 206.61728707882455,
        "soft_acc_blocks": [
          24.997992999999997
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.080618888,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.358855530341298,
        "mobile_acc_per_sec": 36.02748846467995
      },
      "started": "2026-08-18T10:36:02.243808279+10:00",
      "ended": "2026-08-18T10:36:07.981466167+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|MeshTweenSplitSparse|bicameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 752,
        "total_correct": 195,
        "total_train": 59,
        "infer_ms": 1083.844786,
        "train_ms": 1941.590637,
        "blocked_train": 1941590637,
        "duration": 5677080865,
        "avg_accuracy": 20.833333333333332,
        "soft_acc": 25.001149666666667,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 132.4624429143128,
        "availability": 35.82442308172843,
        "score": 11.864022055243119,
        "zero_downtime": 8.956517631882805,
        "weight_bytes": 253728,
        "weight_mib": 0.241973876953125,
        "heap_bytes": 33383680,
        "heap_mib": 31.837158203125,
        "mobile_score": 49.030177160575924,
        "mobile_throughput": 547.4245591393873,
        "mobile_availability": 148.0507876834503,
        "mobile_accuracy": 103.32168902476143,
        "soft_acc_blocks": [
          25.001149666666667
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.403874149618383,
        "mobile_acc_per_sec": 18.199791667889414
      },
      "started": "2026-08-18T10:36:15.591587212+10:00",
      "ended": "2026-08-18T10:36:21.305903177+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|MeshTweenSplitSparse|bicameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 696,
        "total_correct": 159,
        "total_train": 49,
        "infer_ms": 1112.564387,
        "train_ms": 1946.120957,
        "blocked_train": 1946120957,
        "duration": 5645137962,
        "avg_accuracy": 37.5,
        "soft_acc": 25.0004405,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 123.29193806866965,
        "availability": 36.37394049644355,
        "score": 11.2117315947324,
        "zero_downtime": 9.093645351318775,
        "weight_bytes": 7929,
        "weight_mib": 0.007561683654785156,
        "heap_bytes": 28716296,
        "heap_mib": 27.38599395751953,
        "mobile_score": 1482.7030733608426,
        "mobile_throughput": 16304.826239411444,
        "mobile_availability": 4810.296510278572,
        "mobile_accuracy": 3306.2002645640055,
        "soft_acc_blocks": [
          25.0004405
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073278953,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.42866776122911,
        "mobile_acc_per_sec": 585.6721814098341
      },
      "started": "2026-08-18T10:36:28.872391882+10:00",
      "ended": "2026-08-18T10:36:34.527010143+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|MeshTweenSplitSparse|bicameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 328,
        "total_correct": 65,
        "total_train": 27,
        "infer_ms": 1111.192107,
        "train_ms": 1984.556132,
        "blocked_train": 1984556132,
        "duration": 5595370759,
        "avg_accuracy": 25,
        "soft_acc": 24.999808,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 58.61988671124627,
        "availability": 35.89413677124279,
        "score": 5.260235178904141,
        "zero_downtime": 8.973465276068097,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 28701896,
        "heap_mib": 27.37226104736328,
        "mobile_score": 463.74275794136446,
        "mobile_throughput": 5167.9339438483075,
        "mobile_availability": 3164.429994874952,
        "mobile_accuracy": 2203.985091088616,
        "soft_acc_blocks": [
          24.999808
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073831661,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.467944855984476,
        "mobile_acc_per_sec": 393.89437912466605
      },
      "started": "2026-08-18T10:36:41.955106957+10:00",
      "ended": "2026-08-18T10:36:47.560671034+10:00"
    },
    {
      "cell": {
        "id": "int6|none|MeshTweenSplitSparse|bicameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 360,
        "total_correct": 103,
        "total_train": 25,
        "infer_ms": 1230.69169,
        "train_ms": 2004.378624,
        "blocked_train": 2004378624,
        "duration": 5509095636,
        "avg_accuracy": 0,
        "soft_acc": 24.996886,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 65.34647858489274,
        "availability": 38.0421929215601,
        "score": 6.214034246148058,
        "zero_downtime": 9.509363596502448,
        "weight_bytes": 11894,
        "weight_mib": 0.011343002319335938,
        "heap_bytes": 29127520,
        "heap_mib": 27.778167724609375,
        "mobile_score": 547.8297606935384,
        "mobile_throughput": 5760.950826352151,
        "mobile_availability": 3353.802798462906,
        "mobile_accuracy": 2203.727487332773,
        "soft_acc_blocks": [
          24.996886
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.5373846546889025,
        "mobile_acc_per_sec": 400.0161973831403
      },
      "started": "2026-08-18T10:36:54.805713516+10:00",
      "ended": "2026-08-18T10:37:00.320014197+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|MeshTweenSplitSparse|bicameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 344,
        "total_correct": 78,
        "total_train": 27,
        "infer_ms": 1150.772079,
        "train_ms": 1976.056974,
        "blocked_train": 1976056974,
        "duration": 5418034215,
        "avg_accuracy": 25,
        "soft_acc": 25.001251,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 63.49166253834741,
        "availability": 36.803165746969924,
        "score": 5.842027770315615,
        "zero_downtime": 9.201251844345975,
        "weight_bytes": 11914,
        "weight_mib": 0.011362075805664062,
        "heap_bytes": 28701760,
        "heap_mib": 27.37213134765625,
        "mobile_score": 514.1690541620334,
        "mobile_throughput": 5588.033703022509,
        "mobile_availability": 3239.123411641324,
        "mobile_accuracy": 2200.4122686399196,
        "soft_acc_blocks": [
          25.001251
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.07284104,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.614450556768956,
        "mobile_acc_per_sec": 406.1274221096663
      },
      "started": "2026-08-18T10:37:07.782359829+10:00",
      "ended": "2026-08-18T10:37:13.205320444+10:00"
    },
    {
      "cell": {
        "id": "int5|none|MeshTweenSplitSparse|bicameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 376,
        "total_correct": 180,
        "total_train": 30,
        "infer_ms": 1120.295255,
        "train_ms": 1975.419962,
        "blocked_train": 1975419962,
        "duration": 5746408852,
        "avg_accuracy": 56.25,
        "soft_acc": 25.0021505,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 65.43216984449961,
        "availability": 36.188576030764786,
        "score": 5.9202518494502785,
        "zero_downtime": 9.047922243018737,
        "weight_bytes": 9912,
        "weight_mib": 0.00945281982421875,
        "heap_bytes": 35216264,
        "heap_mib": 33.58484649658203,
        "mobile_score": 626.2947945206997,
        "mobile_throughput": 6921.973660902545,
        "mobile_availability": 3828.3365920132383,
        "mobile_accuracy": 2644.940976865214,
        "soft_acc_blocks": [
          25.0021505
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.074432028,
        "time_to_acc50_sec": 0.074432028,
        "acc_per_sec": 4.350917441472714,
        "mobile_acc_per_sec": 460.27720007159934
      },
      "started": "2026-08-18T10:37:20.31107235+10:00",
      "ended": "2026-08-18T10:37:26.062059946+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|MeshTweenSplitSparse|bicameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 376,
        "total_correct": 140,
        "total_train": 33,
        "infer_ms": 1105.529403,
        "train_ms": 2014.407691,
        "blocked_train": 2014407691,
        "duration": 5424088541,
        "avg_accuracy": 68.75,
        "soft_acc": 25.0040745,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 69.32040234186141,
        "availability": 35.43434914524594,
        "score": 6.141809177620772,
        "zero_downtime": 8.860031058867408,
        "weight_bytes": 9932,
        "weight_mib": 0.009471893310546875,
        "heap_bytes": 28742016,
        "heap_mib": 27.4105224609375,
        "mobile_score": 648.4246576956181,
        "mobile_throughput": 7318.537072696302,
        "mobile_availability": 3740.999606255075,
        "mobile_accuracy": 2639.8180047233186,
        "soft_acc_blocks": [
          25.0040745
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073506249,
        "time_to_acc50_sec": 0.073506249,
        "acc_per_sec": 4.6098204907603115,
        "mobile_acc_per_sec": 486.68416541678255
      },
      "started": "2026-08-18T10:37:33.227858665+10:00",
      "ended": "2026-08-18T10:37:38.656697095+10:00"
    },
    {
      "cell": {
        "id": "int3|none|MeshTweenSplitSparse|bicameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 504,
        "total_correct": 151,
        "total_train": 36,
        "infer_ms": 1164.260169,
        "train_ms": 1946.394889,
        "blocked_train": 1946394889,
        "duration": 5423234431,
        "avg_accuracy": 37.5,
        "soft_acc": 25.0004955,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 92.93347105171452,
        "availability": 37.42813482342728,
        "score": 8.695988561408907,
        "zero_downtime": 9.35721916226487,
        "weight_bytes": 5947,
        "weight_mib": 0.005671501159667969,
        "heap_bytes": 29139056,
        "heap_mib": 27.789169311523438,
        "mobile_score": 1533.278106905651,
        "mobile_throughput": 16386.044617710206,
        "mobile_availability": 6599.334773938134,
        "mobile_accuracy": 4408.0914022882125,
        "soft_acc_blocks": [
          25.0004955
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.07321776,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.609886557197955,
        "mobile_acc_per_sec": 812.8159419203637
      },
      "started": "2026-08-18T10:37:46.130709772+10:00",
      "ended": "2026-08-18T10:37:51.55827352+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|MeshTweenSplitSparse|bicameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 520,
        "total_correct": 112,
        "total_train": 38,
        "infer_ms": 1195.789351,
        "train_ms": 1980.330797,
        "blocked_train": 1980330797,
        "duration": 5484524555,
        "avg_accuracy": 25,
        "soft_acc": 25.0017285,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 94.81222935285044,
        "availability": 37.64937393042223,
        "score": 8.924669699209053,
        "zero_downtime": 9.412994252033945,
        "weight_bytes": 5967,
        "weight_mib": 0.005690574645996094,
        "heap_bytes": 28700488,
        "heap_mib": 27.37091827392578,
        "mobile_score": 1568.3248624967039,
        "mobile_throughput": 16661.27504707466,
        "mobile_availability": 6616.093500664726,
        "mobile_accuracy": 4393.533176406234,
        "soft_acc_blocks": [
          25.0017285
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071127191,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.558595416845572,
        "mobile_acc_per_sec": 801.0782215207411
      },
      "started": "2026-08-18T10:37:58.72204166+10:00",
      "ended": "2026-08-18T10:38:04.2105935+10:00"
    },
    {
      "cell": {
        "id": "float64|none|MeshTweenSplitSparse|tricameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1552,
        "total_correct": 419,
        "total_train": 117,
        "infer_ms": 1054.753891,
        "train_ms": 1867.873057,
        "blocked_train": 1867873057,
        "duration": 5589779772,
        "avg_accuracy": 41.666666666666664,
        "soft_acc": 25.001243666666667,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 277.6495789287063,
        "availability": 36.089241280752056,
        "score": 25.05165278787091,
        "zero_downtime": 9.022759150052076,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 28479464,
        "heap_mib": 27.160133361816406,
        "mobile_score": 156.04839056229522,
        "mobile_throughput": 1729.4974626624557,
        "mobile_availability": 224.80225421303743,
        "mobile_accuracy": 155.73438883553527,
        "soft_acc_blocks": [
          25.001243666666667
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.079698794,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.472670603572156,
        "mobile_acc_per_sec": 27.860558946459918
      },
      "started": "2026-08-18T10:38:11.235021072+10:00",
      "ended": "2026-08-18T10:38:16.828612662+10:00"
    },
    {
      "cell": {
        "id": "float32|none|MeshTweenSplitSparse|tricameral|simd",
        "dtype": 1,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3552,
        "total_correct": 868,
        "total_train": 219,
        "infer_ms": 974.443112,
        "train_ms": 1768.112123,
        "blocked_train": 1768112123,
        "duration": 5574929483,
        "avg_accuracy": 15,
        "soft_acc": 25.000301266666668,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 637.1381038686404,
        "availability": 35.5304826522482,
        "score": 56.59524286866576,
        "zero_downtime": 8.88272770456279,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 28804552,
        "heap_mib": 27.47016143798828,
        "mobile_score": 705.0709698015168,
        "mobile_throughput": 7937.550190121703,
        "mobile_availability": 442.6434200356883,
        "mobile_accuracy": 311.45703712808034,
        "soft_acc_blocks": [
          25.000301266666668
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.48441569402837,
        "mobile_acc_per_sec": 55.86743977261539
      },
      "started": "2026-08-18T10:38:24.37913837+10:00",
      "ended": "2026-08-18T10:38:29.957048578+10:00"
    },
    {
      "cell": {
        "id": "float16|none|MeshTweenSplitSparse|tricameral|simd",
        "dtype": 2,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 824,
        "total_correct": 90,
        "total_train": 57,
        "infer_ms": 1139.936546,
        "train_ms": 1899.859557,
        "blocked_train": 1899859557,
        "duration": 5472993269,
        "avg_accuracy": 0,
        "soft_acc": 25.001051276922226,
        "adapt_pct": 0,
        "stability": 74.99894872307777,
        "consistency": 0,
        "throughput": 150.5574663625628,
        "availability": 37.50042790287767,
        "score": 14.115517079157744,
        "zero_downtime": 9.375501209063696,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 48644760,
        "heap_mib": 46.391258239746094,
        "mobile_score": 351.7059318694732,
        "mobile_throughput": 3751.329385243576,
        "mobile_availability": 934.3705134656367,
        "mobile_accuracy": 622.9327617087254,
        "soft_acc_blocks": [
          0
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.568076379434375,
        "mobile_acc_per_sec": 113.81939116152883
      },
      "started": "2026-08-18T10:38:37.133814147+10:00",
      "ended": "2026-08-18T10:38:42.629579208+10:00"
    },
    {
      "cell": {
        "id": "bfloat16|none|MeshTweenSplitSparse|tricameral|simd",
        "dtype": 3,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1232,
        "total_correct": 495,
        "total_train": 85,
        "infer_ms": 1121.988766,
        "train_ms": 1866.745928,
        "blocked_train": 1866745928,
        "duration": 5615668853,
        "avg_accuracy": 25,
        "soft_acc": 25.0003675,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 219.38615546068775,
        "availability": 37.5405942940481,
        "score": 20.590019308536213,
        "zero_downtime": 9.385286535196055,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 33208488,
        "heap_mib": 31.670082092285156,
        "mobile_score": 513.0263303504341,
        "mobile_throughput": 5466.283084981135,
        "mobile_availability": 935.371309820259,
        "mobile_accuracy": 622.9157245432943,
        "soft_acc_blocks": [
          25.0003675
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.078033903,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.451894895234842,
        "mobile_acc_per_sec": 110.92458277886536
      },
      "started": "2026-08-18T10:38:50.089961587+10:00",
      "ended": "2026-08-18T10:38:55.708784394+10:00"
    },
    {
      "cell": {
        "id": "fp8e4m3|none|MeshTweenSplitSparse|tricameral|simd",
        "dtype": 4,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 992,
        "total_correct": 245,
        "total_train": 66,
        "infer_ms": 1180.445888,
        "train_ms": 1872.587711,
        "blocked_train": 1872587711,
        "duration": 5701197953,
        "avg_accuracy": 16.666666666666668,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 173.99851893898972,
        "availability": 38.664687096357106,
        "score": 16.81899572501401,
        "zero_downtime": 9.666171774089277,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 29206936,
        "heap_mib": 27.853904724121094,
        "mobile_score": 838.133032095442,
        "mobile_throughput": 8670.785618998674,
        "mobile_availability": 1926.759002792023,
        "mobile_accuracy": 1245.813135633495,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.385043320035023,
        "mobile_acc_per_sec": 218.5177827368617
      },
      "started": "2026-08-18T10:39:03.009033623+10:00",
      "ended": "2026-08-18T10:39:08.714070009+10:00"
    },
    {
      "cell": {
        "id": "fp8e5m2|none|MeshTweenSplitSparse|tricameral|simd",
        "dtype": 5,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 888,
        "total_correct": 268,
        "total_train": 63,
        "infer_ms": 1133.797825,
        "train_ms": 1889.519889,
        "blocked_train": 1889519889,
        "duration": 5512465237,
        "avg_accuracy": 58.333333333333336,
        "soft_acc": 25.003985,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 161.08945123856572,
        "availability": 37.50177560729895,
        "score": 15.105258527099586,
        "zero_downtime": 9.376938347582689,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 32298736,
        "heap_mib": 30.802474975585938,
        "mobile_score": 752.7331796080209,
        "mobile_throughput": 8027.494174599861,
        "mobile_availability": 1868.8081864461128,
        "mobile_accuracy": 1246.011718247315,
        "soft_acc_blocks": [
          25.003985
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.083278064,
        "time_to_acc50_sec": 0.083278064,
        "acc_per_sec": 4.535898899129874,
        "mobile_acc_per_sec": 226.03529721766026
      },
      "started": "2026-08-18T10:39:15.90255185+10:00",
      "ended": "2026-08-18T10:39:21.419201248+10:00"
    },
    {
      "cell": {
        "id": "int64|none|MeshTweenSplitSparse|tricameral|simd",
        "dtype": 6,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 712,
        "total_correct": 298,
        "total_train": 55,
        "infer_ms": 1054.532385,
        "train_ms": 2215.326545,
        "blocked_train": 2215326545,
        "duration": 5657935296,
        "avg_accuracy": 54.166666666666664,
        "soft_acc": 25.003519999999998,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 125.84095836220747,
        "availability": 32.25008807948788,
        "score": 10.147383528431792,
        "zero_downtime": 8.063657222972367,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 25969408,
        "heap_mib": 24.766357421875,
        "mobile_score": 63.20871846015644,
        "mobile_throughput": 783.8715946417288,
        "mobile_availability": 200.88791677381596,
        "mobile_accuracy": 155.748568265374,
        "soft_acc_blocks": [
          25.003519999999998
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.100978614,
        "time_to_acc50_sec": 0.100978614,
        "acc_per_sec": 4.419195111276154,
        "mobile_acc_per_sec": 27.527456592775785
      },
      "started": "2026-08-18T10:39:28.599836338+10:00",
      "ended": "2026-08-18T10:39:34.264540531+10:00"
    },
    {
      "cell": {
        "id": "int32|none|MeshTweenSplitSparse|tricameral|simd",
        "dtype": 7,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 744,
        "total_correct": 322,
        "total_train": 55,
        "infer_ms": 1138.641863,
        "train_ms": 1961.044201,
        "blocked_train": 1961044201,
        "duration": 5689572957,
        "avg_accuracy": 87.5,
        "soft_acc": 25.0068815,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 130.76552592310838,
        "availability": 36.734102728152926,
        "score": 12.012191222266798,
        "zero_downtime": 9.186053539317468,
        "weight_bytes": 84168,
        "weight_mib": 0.08026885986328125,
        "heap_bytes": 27995720,
        "heap_mib": 26.69879913330078,
        "mobile_score": 149.64945612441343,
        "mobile_throughput": 1629.0940988303073,
        "mobile_availability": 457.63827704443116,
        "mobile_accuracy": 311.53901453930234,
        "soft_acc_blocks": [
          25.0068815
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.07141079,
        "time_to_acc50_sec": 0.07141079,
        "acc_per_sec": 4.395212380435954,
        "mobile_acc_per_sec": 54.75613317446073
      },
      "started": "2026-08-18T10:39:41.575396652+10:00",
      "ended": "2026-08-18T10:39:47.268968354+10:00"
    },
    {
      "cell": {
        "id": "int16|none|MeshTweenSplitSparse|tricameral|simd",
        "dtype": 8,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 776,
        "total_correct": 206,
        "total_train": 48,
        "infer_ms": 1194.609665,
        "train_ms": 1869.847094,
        "blocked_train": 1869847094,
        "duration": 5909104223,
        "avg_accuracy": 25,
        "soft_acc": 24.9975605,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 131.32278103668844,
        "availability": 38.98275482241843,
        "score": 12.797060580343318,
        "zero_downtime": 9.744737721300714,
        "weight_bytes": 42084,
        "weight_mib": 0.040134429931640625,
        "heap_bytes": 55950888,
        "heap_mib": 53.358924865722656,
        "mobile_score": 318.85492336978604,
        "mobile_throughput": 3272.0729124685536,
        "mobile_availability": 971.304560418977,
        "mobile_accuracy": 622.8457845938599,
        "soft_acc_blocks": [
          24.9975605
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.133795239,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.2303468608155566,
        "mobile_acc_per_sec": 105.40443374979881
      },
      "started": "2026-08-18T10:39:54.772793705+10:00",
      "ended": "2026-08-18T10:40:00.686587296+10:00"
    },
    {
      "cell": {
        "id": "int8|none|MeshTweenSplitSparse|tricameral|simd",
        "dtype": 9,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 3368,
        "total_correct": 771,
        "total_train": 206,
        "infer_ms": 901.916201,
        "train_ms": 1774.806178,
        "blocked_train": 1774806178,
        "duration": 5641789988,
        "avg_accuracy": 31.666666666666668,
        "soft_acc": 25.00023613333333,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 596.9736567939756,
        "availability": 33.694798088733734,
        "score": 50.287742054915036,
        "zero_downtime": 8.423779086833319,
        "weight_bytes": 21042,
        "weight_mib": 0.020067214965820312,
        "heap_bytes": 30629808,
        "heap_mib": 29.210861206054688,
        "mobile_score": 2505.965184534483,
        "mobile_throughput": 29748.704930443862,
        "mobile_availability": 1679.0968824585145,
        "mobile_accuracy": 1245.824902753832,
        "soft_acc_blocks": [
          25.00023613333333
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071424333,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.43125961556677,
        "mobile_acc_per_sec": 220.8208574590125
      },
      "started": "2026-08-18T10:40:08.179184859+10:00",
      "ended": "2026-08-18T10:40:13.825414894+10:00"
    },
    {
      "cell": {
        "id": "uint64|none|MeshTweenSplitSparse|tricameral|simd",
        "dtype": 10,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 760,
        "total_correct": 125,
        "total_train": 56,
        "infer_ms": 1160.019307,
        "train_ms": 1952.755246,
        "blocked_train": 1952755246,
        "duration": 5578328865,
        "avg_accuracy": 50,
        "soft_acc": 24.999937333333335,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 136.24151934972016,
        "availability": 37.2664093479564,
        "score": 12.69304875836351,
        "zero_downtime": 9.316578983372574,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 28959336,
        "heap_mib": 27.617774963378906,
        "mobile_score": 79.05456340490483,
        "mobile_throughput": 848.5363945928497,
        "mobile_availability": 232.10182019745028,
        "mobile_accuracy": 155.70405256140018,
        "soft_acc_blocks": [
          24.999937333333335
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.076818961,
        "time_to_acc50_sec": 0.076818961,
        "acc_per_sec": 4.481617692027797,
        "mobile_acc_per_sec": 27.912311434044543
      },
      "started": "2026-08-18T10:40:21.247174432+10:00",
      "ended": "2026-08-18T10:40:26.83054928+10:00"
    },
    {
      "cell": {
        "id": "uint32|none|MeshTweenSplitSparse|tricameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 672,
        "total_correct": 236,
        "total_train": 59,
        "infer_ms": 1000.209578,
        "train_ms": 1871.424015,
        "blocked_train": 1871424015,
        "duration": 5560897992,
        "avg_accuracy": 33.333333333333336,
        "soft_acc": 25.002319333333332,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 120.84379194992434,
        "availability": 34.83068245329584,
        "score": 10.523655583689699,
        "zero_downtime": 8.708478452952328,
        "weight_bytes": 84192,
        "weight_mib": 0.080291748046875,
        "heap_bytes": 26516432,
        "heap_mib": 25.288040161132812,
        "mobile_score": 131.06771043950744,
        "mobile_throughput": 1505.0586752623035,
        "mobile_availability": 433.8015213339408,
        "mobile_accuracy": 311.39338651260607,
        "soft_acc_blocks": [
          25.002319333333332
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.131111235,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.496093862772178,
        "mobile_acc_per_sec": 55.996960735582945
      },
      "started": "2026-08-18T10:40:34.10994203+10:00",
      "ended": "2026-08-18T10:40:39.679290428+10:00"
    },
    {
      "cell": {
        "id": "uint16|none|MeshTweenSplitSparse|tricameral|simd",
        "dtype": 12,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 792,
        "total_correct": 117,
        "total_train": 55,
        "infer_ms": 1185.330807,
        "train_ms": 1927.742181,
        "blocked_train": 1927742181,
        "duration": 5531687706,
        "avg_accuracy": 4.166666666666667,
        "soft_acc": 24.998491,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 143.17511076067245,
        "availability": 38.07590800373487,
        "score": 13.627983229647812,
        "zero_downtime": 9.51840243548194,
        "weight_bytes": 42108,
        "weight_mib": 0.040157318115234375,
        "heap_bytes": 32399600,
        "heap_mib": 30.898666381835938,
        "mobile_score": 339.36487467966145,
        "mobile_throughput": 3565.3553942477174,
        "mobile_availability": 948.168597675603,
        "mobile_accuracy": 622.5139569396789,
        "soft_acc_blocks": [
          24.998491
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.51914358304883,
        "mobile_acc_per_sec": 112.53599082689774
      },
      "started": "2026-08-18T10:40:46.974257743+10:00",
      "ended": "2026-08-18T10:40:52.51011737+10:00"
    },
    {
      "cell": {
        "id": "uint8|none|MeshTweenSplitSparse|tricameral|simd",
        "dtype": 13,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1552,
        "total_correct": 395,
        "total_train": 111,
        "infer_ms": 935.974993,
        "train_ms": 1871.716746,
        "blocked_train": 1871716746,
        "duration": 5493564929,
        "avg_accuracy": 33.92857142857143,
        "soft_acc": 25.002413999999998,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 282.51236129150703,
        "availability": 33.33610239325494,
        "score": 23.54692598008099,
        "zero_downtime": 8.334830331825508,
        "weight_bytes": 21066,
        "weight_mib": 0.020090103149414062,
        "heap_bytes": 35331592,
        "heap_mib": 33.69483184814453,
        "mobile_score": 1172.0659573003609,
        "mobile_throughput": 14062.265344802207,
        "mobile_availability": 1659.3295786152896,
        "mobile_accuracy": 1244.513968596981,
        "soft_acc_blocks": [
          25.002413999999998
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.077116827,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.551218438871026,
        "mobile_acc_per_sec": 226.54032211894167
      },
      "started": "2026-08-18T10:40:59.64536411+10:00",
      "ended": "2026-08-18T10:41:05.143185596+10:00"
    },
    {
      "cell": {
        "id": "int4|none|MeshTweenSplitSparse|tricameral|simd",
        "dtype": 14,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2944,
        "total_correct": 1533,
        "total_train": 191,
        "infer_ms": 907.260235,
        "train_ms": 1803.778203,
        "blocked_train": 1803778203,
        "duration": 5862114859,
        "avg_accuracy": 80.20833333333333,
        "soft_acc": 25.00772591666667,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 502.20783297688706,
        "availability": 33.465413927118945,
        "score": 42.0294671537354,
        "zero_downtime": 8.3689389917719,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 28999408,
        "heap_mib": 27.655990600585938,
        "mobile_score": 4188.868981104007,
        "mobile_throughput": 50052.56921125105,
        "mobile_availability": 3335.332180785351,
        "mobile_accuracy": 2492.3962751444415,
        "soft_acc_blocks": [
          25.00772591666667
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071738398,
        "time_to_acc50_sec": 0.071738398,
        "acc_per_sec": 4.26599043488081,
        "mobile_acc_per_sec": 425.17015362090865
      },
      "started": "2026-08-18T10:41:12.779569135+10:00",
      "ended": "2026-08-18T10:41:18.645764926+10:00"
    },
    {
      "cell": {
        "id": "uint4|none|MeshTweenSplitSparse|tricameral|simd",
        "dtype": 15,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 688,
        "total_correct": 203,
        "total_train": 52,
        "infer_ms": 1139.518655,
        "train_ms": 1958.898281,
        "blocked_train": 1958898281,
        "duration": 5573464643,
        "avg_accuracy": 18.75,
        "soft_acc": 25.0004945,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 123.44206773861828,
        "availability": 36.77744727509455,
        "score": 11.349934841734823,
        "zero_downtime": 9.194543683250412,
        "weight_bytes": 10545,
        "weight_mib": 0.010056495666503906,
        "heap_bytes": 29423528,
        "heap_mib": 28.060462951660156,
        "mobile_score": 1128.6172855957263,
        "mobile_throughput": 12274.859139031712,
        "mobile_availability": 3657.0837888980127,
        "mobile_accuracy": 2486.0046013117117,
        "soft_acc_blocks": [
          25.0004945
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.485628976116212,
        "mobile_acc_per_sec": 446.0429482465655
      },
      "started": "2026-08-18T10:41:26.008276215+10:00",
      "ended": "2026-08-18T10:41:31.586060956+10:00"
    },
    {
      "cell": {
        "id": "fp4|none|MeshTweenSplitSparse|tricameral|simd",
        "dtype": 16,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 1112,
        "total_correct": 292,
        "total_train": 82,
        "infer_ms": 1010.70944,
        "train_ms": 1875.620373,
        "blocked_train": 1875620373,
        "duration": 5520804329,
        "avg_accuracy": 25,
        "soft_acc": 25,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 201.4199261072924,
        "availability": 35.017115350012155,
        "score": 17.632861965724956,
        "zero_downtime": 8.754278837503039,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 29028240,
        "heap_mib": 27.683486938476562,
        "mobile_score": 1757.3800844569919,
        "mobile_throughput": 20074.527177823424,
        "mobile_availability": 3489.982582003074,
        "mobile_accuracy": 2491.62627126699,
        "soft_acc_blocks": [
          25
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073916468,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.528325676872581,
        "mobile_acc_per_sec": 451.31580885394385
      },
      "started": "2026-08-18T10:41:38.753377595+10:00",
      "ended": "2026-08-18T10:41:44.285972795+10:00"
    },
    {
      "cell": {
        "id": "int2|none|MeshTweenSplitSparse|tricameral|simd",
        "dtype": 17,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2576,
        "total_correct": 1023,
        "total_train": 158,
        "infer_ms": 1059.36012,
        "train_ms": 1777.912849,
        "blocked_train": 1777912849,
        "duration": 5950543456,
        "avg_accuracy": 33.333333333333336,
        "soft_acc": 25.00292725,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 432.9016364719747,
        "availability": 37.337264745921594,
        "score": 40.41313894517914,
        "zero_downtime": 9.335409141562673,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 51602368,
        "heap_mib": 49.21185302734375,
        "mobile_score": 8054.789504387029,
        "mobile_throughput": 86282.12628117038,
        "mobile_availability": 7441.733457179145,
        "mobile_accuracy": 4983.36237295115,
        "soft_acc_blocks": [
          25.00292725
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.13076874,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.201788867668761,
        "mobile_acc_per_sec": 837.4634030991521
      },
      "started": "2026-08-18T10:41:51.58643207+10:00",
      "ended": "2026-08-18T10:41:57.541775885+10:00"
    },
    {
      "cell": {
        "id": "uint2|none|MeshTweenSplitSparse|tricameral|simd",
        "dtype": 18,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 624,
        "total_correct": 128,
        "total_train": 54,
        "infer_ms": 1056.306733,
        "train_ms": 1975.767198,
        "blocked_train": 1975767198,
        "duration": 5549161031,
        "avg_accuracy": 6.25,
        "soft_acc": 24.99869,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 112.4494309165057,
        "availability": 34.83776309674686,
        "score": 9.793203395833933,
        "zero_downtime": 8.708984399490149,
        "weight_bytes": 5285,
        "weight_mib": 0.005040168762207031,
        "heap_bytes": 28976024,
        "heap_mib": 27.633689880371094,
        "mobile_score": 1943.0308503292265,
        "mobile_throughput": 22310.647960776892,
        "mobile_availability": 6912.02313660065,
        "mobile_accuracy": 4959.891459875118,
        "soft_acc_blocks": [
          24.99869
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.504949461791894,
        "mobile_acc_per_sec": 893.809250113131
      },
      "started": "2026-08-18T10:42:04.894551445+10:00",
      "ended": "2026-08-18T10:42:10.44775294+10:00"
    },
    {
      "cell": {
        "id": "ternary|none|MeshTweenSplitSparse|tricameral|simd",
        "dtype": 19,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2808,
        "total_correct": 1036,
        "total_train": 194,
        "infer_ms": 929.734053,
        "train_ms": 1791.014565,
        "blocked_train": 1791014565,
        "duration": 5698718847,
        "avg_accuracy": 41.666666666666664,
        "soft_acc": 25.00423625,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 492.7423295287197,
        "availability": 34.17199394494005,
        "score": 42.102102745302254,
        "zero_downtime": 8.544446097328505,
        "weight_bytes": 5261,
        "weight_mib": 0.005017280578613281,
        "heap_bytes": 28545400,
        "heap_mib": 27.22301483154297,
        "mobile_score": 8391.418834491173,
        "mobile_throughput": 98209.04408437689,
        "mobile_availability": 6810.859669798414,
        "mobile_accuracy": 4983.623271256415,
        "soft_acc_blocks": [
          25.00423625
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.071718295,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.387694308373027,
        "mobile_acc_per_sec": 874.5164316853366
      },
      "started": "2026-08-18T10:42:17.96874276+10:00",
      "ended": "2026-08-18T10:42:23.671472175+10:00"
    },
    {
      "cell": {
        "id": "binary|none|MeshTweenSplitSparse|tricameral|simd",
        "dtype": 20,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 2944,
        "total_correct": 892,
        "total_train": 185,
        "infer_ms": 951.677356,
        "train_ms": 1757.30978,
        "blocked_train": 1757309780,
        "duration": 5632756724,
        "avg_accuracy": 44.23076923076923,
        "soft_acc": 25.01511930769231,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 522.6570477393833,
        "availability": 35.130375606183755,
        "score": 45.93060677086465,
        "zero_downtime": 8.787905371127302,
        "weight_bytes": 2631,
        "weight_mib": 0.0025091171264648438,
        "heap_bytes": 32554856,
        "heap_mib": 31.046730041503906,
        "mobile_score": 18305.485338413597,
        "mobile_throughput": 208303.16856342516,
        "mobile_availability": 14001.090357898038,
        "mobile_accuracy": 9969.689754155366,
        "soft_acc_blocks": [
          25.01511930769231
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.077242404,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.441008290151802,
        "mobile_acc_per_sec": 1769.9485780517734
      },
      "started": "2026-08-18T10:42:31.087908631+10:00",
      "ended": "2026-08-18T10:42:36.72452759+10:00"
    },
    {
      "cell": {
        "id": "int|none|MeshTweenSplitSparse|tricameral|simd",
        "dtype": 21,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 624,
        "total_correct": 151,
        "total_train": 40,
        "infer_ms": 1189.435293,
        "train_ms": 1894.344103,
        "blocked_train": 1894344103,
        "duration": 5625219787,
        "avg_accuracy": 18.75,
        "soft_acc": 24.99581,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 110.92899897744032,
        "availability": 38.57069978944759,
        "score": 10.694730056536738,
        "zero_downtime": 9.641058835040718,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 52449896,
        "heap_mib": 50.020118713378906,
        "mobile_score": 66.61817593243909,
        "mobile_throughput": 690.9840202438484,
        "mobile_availability": 240.2594222413494,
        "mobile_accuracy": 155.70054216899533,
        "soft_acc_blocks": [
          24.99581
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.443525932580597,
        "mobile_acc_per_sec": 27.679014876684917
      },
      "started": "2026-08-18T10:42:44.019912782+10:00",
      "ended": "2026-08-18T10:42:49.650190635+10:00"
    },
    {
      "cell": {
        "id": "uint|none|MeshTweenSplitSparse|tricameral|simd",
        "dtype": 22,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 616,
        "total_correct": 128,
        "total_train": 45,
        "infer_ms": 1166.929707,
        "train_ms": 1938.980573,
        "blocked_train": 1938980573,
        "duration": 5556250164,
        "avg_accuracy": 12.5,
        "soft_acc": 25.000596,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 110.8661384599241,
        "availability": 37.5712625865033,
        "score": 10.413700256769285,
        "zero_downtime": 9.393039571350842,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 32746104,
        "heap_mib": 31.22911834716797,
        "mobile_score": 64.85837586387568,
        "mobile_throughput": 690.4940128400652,
        "mobile_availability": 234.00050034393732,
        "mobile_accuracy": 155.70815485445476,
        "soft_acc_blocks": [
          25.000596
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.49954470408543,
        "mobile_acc_per_sec": 28.02396405102806
      },
      "started": "2026-08-18T10:42:56.835075433+10:00",
      "ended": "2026-08-18T10:43:02.395902466+10:00"
    },
    {
      "cell": {
        "id": "uintptr|none|MeshTweenSplitSparse|tricameral|simd",
        "dtype": 23,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 632,
        "total_correct": 213,
        "total_train": 43,
        "infer_ms": 1188.973532,
        "train_ms": 1932.885381,
        "blocked_train": 1932885381,
        "duration": 5735271849,
        "avg_accuracy": 25,
        "soft_acc": 25.003904,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 110.19529965440005,
        "availability": 38.08543451623946,
        "score": 10.493728117185844,
        "zero_downtime": 9.522845484423378,
        "weight_bytes": 168360,
        "weight_mib": 0.16056060791015625,
        "heap_bytes": 29596720,
        "heap_mib": 28.225631713867188,
        "mobile_score": 65.35680360065493,
        "mobile_throughput": 686.3159095415311,
        "mobile_availability": 237.20285449810115,
        "mobile_accuracy": 155.72875766633405,
        "soft_acc_blocks": [
          25.003904
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.081185369,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.359671983876348,
        "mobile_acc_per_sec": 27.152811892166344
      },
      "started": "2026-08-18T10:43:09.567486538+10:00",
      "ended": "2026-08-18T10:43:15.319423679+10:00"
    },
    {
      "cell": {
        "id": "complex64|none|MeshTweenSplitSparse|tricameral|simd",
        "dtype": 24,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 624,
        "total_correct": 86,
        "total_train": 47,
        "infer_ms": 1110.218214,
        "train_ms": 1930.489821,
        "blocked_train": 1930489821,
        "duration": 5645246522,
        "avg_accuracy": 18.75,
        "soft_acc": 24.9980515,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 110.53547397234462,
        "availability": 36.51183215293474,
        "score": 10.088845295665072,
        "zero_downtime": 9.127246605184185,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 29178992,
        "heap_mib": 27.827255249023438,
        "mobile_score": 62.84407996356869,
        "mobile_throughput": 688.5327271411061,
        "mobile_availability": 227.43460051085742,
        "mobile_accuracy": 155.71450461971295,
        "soft_acc_blocks": [
          24.9980515
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.428159408553815,
        "mobile_acc_per_sec": 27.583295789276953
      },
      "started": "2026-08-18T10:43:22.625003824+10:00",
      "ended": "2026-08-18T10:43:28.273786435+10:00"
    },
    {
      "cell": {
        "id": "complex128|none|MeshTweenSplitSparse|tricameral|simd",
        "dtype": 25,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 632,
        "total_correct": 153,
        "total_train": 46,
        "infer_ms": 1157.881551,
        "train_ms": 1963.072968,
        "blocked_train": 1963072968,
        "duration": 5584400271,
        "avg_accuracy": 37.5,
        "soft_acc": 25.001047,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 113.17240336119882,
        "availability": 37.10023789039394,
        "score": 10.49724732462748,
        "zero_downtime": 9.275447912089197,
        "weight_bytes": 336672,
        "weight_mib": 0.321075439453125,
        "heap_bytes": 29354984,
        "heap_mib": 27.995094299316406,
        "mobile_score": 32.69402151253619,
        "mobile_throughput": 352.47916674648445,
        "mobile_availability": 115.54990924745069,
        "mobile_accuracy": 77.86658189297596,
        "soft_acc_blocks": [
          25.001047
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073102723,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.4769439486333695,
        "mobile_acc_per_sec": 13.943588946755845
      },
      "started": "2026-08-18T10:43:35.665252139+10:00",
      "ended": "2026-08-18T10:43:41.253244697+10:00"
    },
    {
      "cell": {
        "id": "nf4|none|MeshTweenSplitSparse|tricameral|simd",
        "dtype": 26,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 520,
        "total_correct": 171,
        "total_train": 43,
        "infer_ms": 1046.025185,
        "train_ms": 1948.236066,
        "blocked_train": 1948236066,
        "duration": 5577821662,
        "avg_accuracy": 25,
        "soft_acc": 25.0023435,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 93.22635815745089,
        "availability": 34.934332622133645,
        "score": 8.142764743778166,
        "zero_downtime": 8.73440184161841,
        "weight_bytes": 10521,
        "weight_mib": 0.010033607482910156,
        "heap_bytes": 26453576,
        "heap_mib": 25.22809600830078,
        "mobile_score": 811.5490622537719,
        "mobile_throughput": 9291.409726386011,
        "mobile_availability": 3481.732037219505,
        "mobile_accuracy": 2491.8598363136584,
        "soft_acc_blocks": [
          25.0023435
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073922098,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.482456595974258,
        "mobile_acc_per_sec": 446.74426457373863
      },
      "started": "2026-08-18T10:43:48.554596538+10:00",
      "ended": "2026-08-18T10:43:54.15643588+10:00"
    },
    {
      "cell": {
        "id": "fp6|none|MeshTweenSplitSparse|tricameral|simd",
        "dtype": 27,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 280,
        "total_correct": 64,
        "total_train": 19,
        "infer_ms": 1283.957094,
        "train_ms": 2009.202624,
        "blocked_train": 2009202624,
        "duration": 5586760585,
        "avg_accuracy": 37.5,
        "soft_acc": 25.001964,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 50.11848919242706,
        "availability": 38.988606807682324,
        "score": 4.885508947730073,
        "zero_downtime": 9.747917438158284,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 28566088,
        "heap_mib": 27.24274444580078,
        "mobile_score": 324.59938096407353,
        "mobile_throughput": 3329.9356813736154,
        "mobile_availability": 2590.45224762212,
        "mobile_accuracy": 1661.162045574959,
        "soft_acc_blocks": [
          25.001964
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073720119,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.475216651869466,
        "mobile_acc_per_sec": 297.3390429572093
      },
      "started": "2026-08-18T10:44:01.70814334+10:00",
      "ended": "2026-08-18T10:44:07.301541105+10:00"
    },
    {
      "cell": {
        "id": "int6|none|MeshTweenSplitSparse|tricameral|simd",
        "dtype": 28,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 264,
        "total_correct": 60,
        "total_train": 19,
        "infer_ms": 1153.486945,
        "train_ms": 2023.510062,
        "blocked_train": 2023510062,
        "duration": 5628932333,
        "avg_accuracy": 25,
        "soft_acc": 24.996682,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 46.90054603290965,
        "availability": 36.30746086503947,
        "score": 4.25653434687151,
        "zero_downtime": 9.075660534708364,
        "weight_bytes": 15782,
        "weight_mib": 0.015050888061523438,
        "heap_bytes": 29612864,
        "heap_mib": 28.24102783203125,
        "mobile_score": 282.8095145928996,
        "mobile_throughput": 3116.1314761756603,
        "mobile_availability": 2412.3135270573835,
        "mobile_accuracy": 1660.8111028280318,
        "soft_acc_blocks": [
          24.996682
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.091026661,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.440750131859864,
        "mobile_acc_per_sec": 295.049043864218
      },
      "started": "2026-08-18T10:44:14.753099193+10:00",
      "ended": "2026-08-18T10:44:20.389488652+10:00"
    },
    {
      "cell": {
        "id": "uint6|none|MeshTweenSplitSparse|tricameral|simd",
        "dtype": 29,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 280,
        "total_correct": 104,
        "total_train": 20,
        "infer_ms": 1228.465712,
        "train_ms": 2001.573011,
        "blocked_train": 2001573011,
        "duration": 5613375713,
        "avg_accuracy": 62.5,
        "soft_acc": 25.006785,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 49.88085856279829,
        "availability": 38.03253822477471,
        "score": 4.74402632934081,
        "zero_downtime": 9.51071506391223,
        "weight_bytes": 15806,
        "weight_mib": 0.015073776245117188,
        "heap_bytes": 30506408,
        "heap_mib": 29.093177795410156,
        "mobile_score": 314.72049552795573,
        "mobile_throughput": 3309.1149657310375,
        "mobile_availability": 2523.092926836731,
        "mobile_accuracy": 1658.959546258383,
        "soft_acc_blocks": [
          25.006785
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.085515627,
        "time_to_acc50_sec": 0.085515627,
        "acc_per_sec": 4.454856806054663,
        "mobile_acc_per_sec": 295.53688031542293
      },
      "started": "2026-08-18T10:44:28.194395883+10:00",
      "ended": "2026-08-18T10:44:33.815007993+10:00"
    },
    {
      "cell": {
        "id": "int5|none|MeshTweenSplitSparse|tricameral|simd",
        "dtype": 30,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 312,
        "total_correct": 85,
        "total_train": 24,
        "infer_ms": 1207.55434,
        "train_ms": 2022.511644,
        "blocked_train": 2022511644,
        "duration": 5569785218,
        "avg_accuracy": 50,
        "soft_acc": 25.003309,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 56.01652268236531,
        "availability": 37.384819566583815,
        "score": 5.236111943125791,
        "zero_downtime": 9.347441955325412,
        "weight_bytes": 13152,
        "weight_mib": 0.012542724609375,
        "heap_bytes": 32390864,
        "heap_mib": 30.890335083007812,
        "mobile_score": 417.46208309573217,
        "mobile_throughput": 4466.056971425174,
        "mobile_availability": 2980.5979745932323,
        "mobile_accuracy": 1993.451166209246,
        "soft_acc_blocks": [
          25.003309
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.074109755,
        "time_to_acc50_sec": 0.074109755,
        "acc_per_sec": 4.4890975183740025,
        "mobile_acc_per_sec": 357.9044950902173
      },
      "started": "2026-08-18T10:44:41.279770252+10:00",
      "ended": "2026-08-18T10:44:46.856282337+10:00"
    },
    {
      "cell": {
        "id": "uint5|none|MeshTweenSplitSparse|tricameral|simd",
        "dtype": 31,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 312,
        "total_correct": 73,
        "total_train": 22,
        "infer_ms": 1234.757281,
        "train_ms": 1948.103306,
        "blocked_train": 1948103306,
        "duration": 5575406070,
        "avg_accuracy": 0,
        "soft_acc": 24.998919,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 55.9600495610179,
        "availability": 38.79394799895456,
        "score": 5.427043456216205,
        "zero_downtime": 9.69806763716077,
        "weight_bytes": 13176,
        "weight_mib": 0.01256561279296875,
        "heap_bytes": 29046032,
        "heap_mib": 27.700454711914062,
        "mobile_score": 431.89644195092313,
        "mobile_throughput": 4453.427817888122,
        "mobile_availability": 3087.310474874907,
        "mobile_accuracy": 1989.470741449909,
        "soft_acc_blocks": [
          24.998919
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.483784442986769,
        "mobile_acc_per_sec": 356.82974772991
      },
      "started": "2026-08-18T10:44:54.339998722+10:00",
      "ended": "2026-08-18T10:44:59.921466503+10:00"
    },
    {
      "cell": {
        "id": "int3|none|MeshTweenSplitSparse|tricameral|simd",
        "dtype": 32,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 376,
        "total_correct": 67,
        "total_train": 31,
        "infer_ms": 1124.70939,
        "train_ms": 1980.853064,
        "blocked_train": 1980853064,
        "duration": 5628682073,
        "avg_accuracy": 0,
        "soft_acc": 24.9938065,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 66.80071731242725,
        "availability": 36.21596431111413,
        "score": 6.04663262138891,
        "zero_downtime": 9.051748042028924,
        "weight_bytes": 7891,
        "weight_mib": 0.007525444030761719,
        "heap_bytes": 29079760,
        "heap_mib": 27.732620239257812,
        "mobile_score": 803.4918068185905,
        "mobile_throughput": 8876.647947864114,
        "mobile_availability": 4812.468761055736,
        "mobile_accuracy": 3321.2401019571666,
        "soft_acc_blocks": [
          24.9938065
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 4.440436708957465,
        "mobile_acc_per_sec": 590.0564393019621
      },
      "started": "2026-08-18T10:45:07.416475669+10:00",
      "ended": "2026-08-18T10:45:13.05047633+10:00"
    },
    {
      "cell": {
        "id": "uint3|none|MeshTweenSplitSparse|tricameral|simd",
        "dtype": 33,
        "format": 0,
        "mode": "MeshTweenSplitSparse",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 392,
        "total_correct": 157,
        "total_train": 27,
        "infer_ms": 1247.385296,
        "train_ms": 1962.239919,
        "blocked_train": 1962239919,
        "duration": 5729784061,
        "avg_accuracy": 50,
        "soft_acc": 25.001044,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 68.41444561029157,
        "availability": 38.863892586910644,
        "score": 6.6474067480924175,
        "zero_downtime": 9.716378885766268,
        "weight_bytes": 7915,
        "weight_mib": 0.007548332214355469,
        "heap_bytes": 28021576,
        "heap_mib": 26.72345733642578,
        "mobile_score": 880.64575846971,
        "mobile_throughput": 9063.518094789271,
        "mobile_availability": 5148.67277741155,
        "mobile_accuracy": 3312.128201306886,
        "soft_acc_blocks": [
          25.001044
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073670798,
        "time_to_acc50_sec": 0.073670798,
        "acc_per_sec": 4.363348379945169,
        "mobile_acc_per_sec": 578.054629292405
      },
      "started": "2026-08-18T10:45:20.519242122+10:00",
      "ended": "2026-08-18T10:45:26.254285083+10:00"
    }
  ],
  "best": {
    "score": {
      "cell": {
        "id": "float32|none|tween_chain|cnn|simd",
        "dtype": 1,
        "format": 0,
        "mode": "tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 11192,
        "total_correct": 9708,
        "total_train": 301,
        "infer_ms": 885.576772,
        "train_ms": 1550.041795,
        "blocked_train": 1550041795,
        "duration": 2057731321,
        "avg_accuracy": 86.65040579057988,
        "soft_acc": 36.453437141436495,
        "adapt_pct": 35.54834530619731,
        "stability": 94.67399082652784,
        "consistency": 100,
        "throughput": 5438.999681727642,
        "availability": 36.35941949197664,
        "score": 720.8990574788061,
        "zero_downtime": 13.254258129498913,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 23269888,
        "heap_mib": 22.19189453125,
        "mobile_score": 617579.6160906018,
        "mobile_throughput": 4659480.825381735,
        "mobile_availability": 31148.37798465596,
        "mobile_accuracy": 31228.921000015453,
        "soft_acc_blocks": [
          25.558805775,
          26.770675653846155,
          30.158836309859158,
          34.551958032786885,
          38.07102492307692,
          39.6216171884058,
          40.937558169491524,
          33.28179143902439,
          35.81383975,
          37.9264845625,
          40.078621000000005,
          40.49280383333333,
          41.499057,
          41.154710333333334,
          25.461624662162162,
          33.116536059701495,
          37.553154642857145,
          39.30289835211268,
          39.944667402777775,
          41.93822022535211,
          42.287294654545455
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071235597,
        "time_to_acc50_sec": 0.071235597,
        "acc_per_sec": 17.715353199620417,
        "mobile_acc_per_sec": 15176.38414758593
      },
      "started": "2026-08-18T06:58:46.740561924+10:00",
      "ended": "2026-08-18T06:58:48.798534755+10:00"
    },
    "throughput": {
      "cell": {
        "id": "float32|none|tween_chain|cnn|simd",
        "dtype": 1,
        "format": 0,
        "mode": "tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 11192,
        "total_correct": 9708,
        "total_train": 301,
        "infer_ms": 885.576772,
        "train_ms": 1550.041795,
        "blocked_train": 1550041795,
        "duration": 2057731321,
        "avg_accuracy": 86.65040579057988,
        "soft_acc": 36.453437141436495,
        "adapt_pct": 35.54834530619731,
        "stability": 94.67399082652784,
        "consistency": 100,
        "throughput": 5438.999681727642,
        "availability": 36.35941949197664,
        "score": 720.8990574788061,
        "zero_downtime": 13.254258129498913,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 23269888,
        "heap_mib": 22.19189453125,
        "mobile_score": 617579.6160906018,
        "mobile_throughput": 4659480.825381735,
        "mobile_availability": 31148.37798465596,
        "mobile_accuracy": 31228.921000015453,
        "soft_acc_blocks": [
          25.558805775,
          26.770675653846155,
          30.158836309859158,
          34.551958032786885,
          38.07102492307692,
          39.6216171884058,
          40.937558169491524,
          33.28179143902439,
          35.81383975,
          37.9264845625,
          40.078621000000005,
          40.49280383333333,
          41.499057,
          41.154710333333334,
          25.461624662162162,
          33.116536059701495,
          37.553154642857145,
          39.30289835211268,
          39.944667402777775,
          41.93822022535211,
          42.287294654545455
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071235597,
        "time_to_acc50_sec": 0.071235597,
        "acc_per_sec": 17.715353199620417,
        "mobile_acc_per_sec": 15176.38414758593
      },
      "started": "2026-08-18T06:58:46.740561924+10:00",
      "ended": "2026-08-18T06:58:48.798534755+10:00"
    },
    "availability": {
      "cell": {
        "id": "float32|none|TweenSplitHeadProxyAsync|cnn|simd",
        "dtype": 1,
        "format": 0,
        "mode": "TweenSplitHeadProxyAsync",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 9104,
        "total_correct": 7341,
        "total_train": 280,
        "infer_ms": 993.401677,
        "train_ms": 1305.452822,
        "blocked_train": 1305452822,
        "duration": 3277600880,
        "avg_accuracy": 55.9375,
        "soft_acc": 25.508775475,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2777.6414314362764,
        "availability": 43.21289918227225,
        "score": 306.1816767829719,
        "zero_downtime": 11.023081428643941,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 34791600,
        "heap_mib": 33.17985534667969,
        "mobile_score": 262299.63881893916,
        "mobile_throughput": 2379549.135302063,
        "mobile_availability": 37019.61517397901,
        "mobile_accuracy": 21852.85110496209,
        "soft_acc_blocks": [
          25.508775475
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.070955527,
        "time_to_acc50_sec": 0.070955527,
        "acc_per_sec": 7.782758306740508,
        "mobile_acc_per_sec": 6667.331351510405
      },
      "started": "2026-08-18T08:56:31.119452823+10:00",
      "ended": "2026-08-18T08:56:34.397426098+10:00"
    },
    "accuracy": {
      "cell": {
        "id": "float32|none|tween_chain|cnn|simd",
        "dtype": 1,
        "format": 0,
        "mode": "tween_chain",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 11192,
        "total_correct": 9708,
        "total_train": 301,
        "infer_ms": 885.576772,
        "train_ms": 1550.041795,
        "blocked_train": 1550041795,
        "duration": 2057731321,
        "avg_accuracy": 86.65040579057988,
        "soft_acc": 36.453437141436495,
        "adapt_pct": 35.54834530619731,
        "stability": 94.67399082652784,
        "consistency": 100,
        "throughput": 5438.999681727642,
        "availability": 36.35941949197664,
        "score": 720.8990574788061,
        "zero_downtime": 13.254258129498913,
        "weight_bytes": 1224,
        "weight_mib": 0.00116729736328125,
        "heap_bytes": 23269888,
        "heap_mib": 22.19189453125,
        "mobile_score": 617579.6160906018,
        "mobile_throughput": 4659480.825381735,
        "mobile_availability": 31148.37798465596,
        "mobile_accuracy": 31228.921000015453,
        "soft_acc_blocks": [
          25.558805775,
          26.770675653846155,
          30.158836309859158,
          34.551958032786885,
          38.07102492307692,
          39.6216171884058,
          40.937558169491524,
          33.28179143902439,
          35.81383975,
          37.9264845625,
          40.078621000000005,
          40.49280383333333,
          41.499057,
          41.154710333333334,
          25.461624662162162,
          33.116536059701495,
          37.553154642857145,
          39.30289835211268,
          39.944667402777775,
          41.93822022535211,
          42.287294654545455
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.071235597,
        "time_to_acc50_sec": 0.071235597,
        "acc_per_sec": 17.715353199620417,
        "mobile_acc_per_sec": 15176.38414758593
      },
      "started": "2026-08-18T06:58:46.740561924+10:00",
      "ended": "2026-08-18T06:58:48.798534755+10:00"
    }
  },
  "best_mobile": {
    "score": {
      "cell": {
        "id": "binary|none|sgd|cnn|simd",
        "dtype": 20,
        "format": 0,
        "mode": "sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8992,
        "total_correct": 2245,
        "total_train": 268,
        "infer_ms": 822.658097,
        "train_ms": 1640.44687,
        "blocked_train": 1640446870,
        "duration": 2001371110,
        "avg_accuracy": 24.692943651386585,
        "soft_acc": 25.067793068857586,
        "adapt_pct": 25.031719512870048,
        "stability": 99.67473535139277,
        "consistency": 100,
        "throughput": 4492.919856327895,
        "availability": 33.39923015956469,
        "score": 376.16746415259496,
        "zero_downtime": 8.37244990299115,
        "weight_bytes": 39,
        "weight_mib": 0.00003719329833984375,
        "heap_bytes": 18597536,
        "heap_mib": 17.735992431640625,
        "mobile_score": 10113850.638237728,
        "mobile_throughput": 120799177.72484306,
        "mobile_availability": 897990.5426614282,
        "mobile_accuracy": 673986.8252556516,
        "soft_acc_blocks": [
          25.183536756756755,
          25.18994138235294,
          25.150124424242424,
          25.178145785714285,
          25.153314407407407,
          25.1385384,
          25.305772193548385,
          25.25589481818182,
          25.256460999999998,
          25.2247232,
          25.29365476,
          25.143519066666666,
          25.182292424242426,
          25.583283821428573,
          25.438648357142856,
          25.365323615384618,
          25.41356725,
          25.368280296296298,
          25.250321866666663,
          25.22451304,
          25.418581827586205,
          25.31895273529412,
          25.378054964285717,
          25.426631029411766,
          25.4713244,
          25.3476064,
          24.709357333333333,
          24.6815436,
          24.587463071428573,
          24.705843880000003,
          24.678180212121212,
          24.653249655172417,
          24.632815837837835,
          24.607931612903226,
          24.612676384615384,
          24.610971642857145,
          24.716886428571428,
          24.698347363636366,
          24.67491458064516,
          24.480532928571428
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.074067981,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.525309745706075,
        "mobile_acc_per_sec": 336762.54338239727
      },
      "started": "2026-08-18T06:46:15.708211412+10:00",
      "ended": "2026-08-18T06:46:17.709848928+10:00"
    },
    "throughput": {
      "cell": {
        "id": "binary|none|sgd|cnn|simd",
        "dtype": 20,
        "format": 0,
        "mode": "sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8992,
        "total_correct": 2245,
        "total_train": 268,
        "infer_ms": 822.658097,
        "train_ms": 1640.44687,
        "blocked_train": 1640446870,
        "duration": 2001371110,
        "avg_accuracy": 24.692943651386585,
        "soft_acc": 25.067793068857586,
        "adapt_pct": 25.031719512870048,
        "stability": 99.67473535139277,
        "consistency": 100,
        "throughput": 4492.919856327895,
        "availability": 33.39923015956469,
        "score": 376.16746415259496,
        "zero_downtime": 8.37244990299115,
        "weight_bytes": 39,
        "weight_mib": 0.00003719329833984375,
        "heap_bytes": 18597536,
        "heap_mib": 17.735992431640625,
        "mobile_score": 10113850.638237728,
        "mobile_throughput": 120799177.72484306,
        "mobile_availability": 897990.5426614282,
        "mobile_accuracy": 673986.8252556516,
        "soft_acc_blocks": [
          25.183536756756755,
          25.18994138235294,
          25.150124424242424,
          25.178145785714285,
          25.153314407407407,
          25.1385384,
          25.305772193548385,
          25.25589481818182,
          25.256460999999998,
          25.2247232,
          25.29365476,
          25.143519066666666,
          25.182292424242426,
          25.583283821428573,
          25.438648357142856,
          25.365323615384618,
          25.41356725,
          25.368280296296298,
          25.250321866666663,
          25.22451304,
          25.418581827586205,
          25.31895273529412,
          25.378054964285717,
          25.426631029411766,
          25.4713244,
          25.3476064,
          24.709357333333333,
          24.6815436,
          24.587463071428573,
          24.705843880000003,
          24.678180212121212,
          24.653249655172417,
          24.632815837837835,
          24.607931612903226,
          24.612676384615384,
          24.610971642857145,
          24.716886428571428,
          24.698347363636366,
          24.67491458064516,
          24.480532928571428
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.074067981,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.525309745706075,
        "mobile_acc_per_sec": 336762.54338239727
      },
      "started": "2026-08-18T06:46:15.708211412+10:00",
      "ended": "2026-08-18T06:46:17.709848928+10:00"
    },
    "availability": {
      "cell": {
        "id": "binary|none|TweenSplitLinearCache|cnn|simd",
        "dtype": 20,
        "format": 0,
        "mode": "TweenSplitLinearCache",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8064,
        "total_correct": 1853,
        "total_train": 274,
        "infer_ms": 920.70011,
        "train_ms": 1656.218752,
        "blocked_train": 1656218752,
        "duration": 3000881164,
        "avg_accuracy": 27.34375,
        "soft_acc": 25.39389403125,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 2687.210708887638,
        "availability": 35.72871942446126,
        "score": 243.8082937579541,
        "zero_downtime": 9.072913149370327,
        "weight_bytes": 39,
        "weight_mib": 0.00003719329833984375,
        "heap_bytes": 27107040,
        "heap_mib": 25.851287841796875,
        "mobile_score": 6555167.318860012,
        "mobile_throughput": 72249862.9816042,
        "mobile_availability": 960622.5051083049,
        "mobile_accuracy": 682754.559684923,
        "soft_acc_blocks": [
          25.39389403125
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.072071389,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 8.46214583099366,
        "mobile_acc_per_sec": 227518.0263302566
      },
      "started": "2026-08-18T08:45:57.579543712+10:00",
      "ended": "2026-08-18T08:46:00.580696177+10:00"
    },
    "accuracy": {
      "cell": {
        "id": "binary|none|MeshTweenSplitFastProxy|cnn|simd",
        "dtype": 20,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8296,
        "total_correct": 4122,
        "total_train": 285,
        "infer_ms": 875.388999,
        "train_ms": 1612.099575,
        "blocked_train": 1612099575,
        "duration": 5166646041,
        "avg_accuracy": 74.28571428571429,
        "soft_acc": 27.52340062857143,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1605.683829348278,
        "availability": 35.191679196030755,
        "score": 155.52568233861473,
        "zero_downtime": 9.68594685304517,
        "weight_bytes": 39,
        "weight_mib": 0.00003719329833984375,
        "heap_bytes": 28023456,
        "heap_mib": 26.725250244140625,
        "mobile_score": 4181551.2277921867,
        "mobile_throughput": 43171321.20622308,
        "mobile_availability": 946183.3385809524,
        "mobile_accuracy": 740009.6753206389,
        "soft_acc_blocks": [
          27.52340062857143
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073782571,
        "time_to_acc50_sec": 0.073782571,
        "acc_per_sec": 5.32713106532924,
        "mobile_acc_per_sec": 143228.2508707352
      },
      "started": "2026-08-18T10:06:41.704938429+10:00",
      "ended": "2026-08-18T10:06:46.871941657+10:00"
    }
  },
  "best_learn": {
    "to25": {
      "cell": {
        "id": "float64|none|sgd|tricameral|simd",
        "dtype": 0,
        "format": 0,
        "mode": "sgd",
        "arch": "tricameral",
        "cams": 3,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 872,
        "total_correct": 309,
        "total_train": 54,
        "infer_ms": 581.646744,
        "train_ms": 1939.776318,
        "blocked_train": 1939776318,
        "duration": 2037155767,
        "avg_accuracy": 33.333333333333336,
        "soft_acc": 23.752051954166664,
        "adapt_pct": 21.877220072916668,
        "stability": 94.55090527003955,
        "consistency": 95,
        "throughput": 428.04777824336105,
        "availability": 23.068193226512182,
        "score": 23.45346219822223,
        "zero_downtime": 5.479169240048728,
        "weight_bytes": 168336,
        "weight_mib": 0.1605377197265625,
        "heap_bytes": 20111872,
        "heap_mib": 19.18017578125,
        "mobile_score": 146.09315641314438,
        "mobile_throughput": 2666.3377240715627,
        "mobile_availability": 143.69329068460246,
        "mobile_accuracy": 147.95309161375025,
        "soft_acc_blocks": [
          24.99904375,
          24.999569,
          24.999652,
          25.00108566666667,
          24.9983745,
          25.00033425,
          24.999746,
          24.99978366666667,
          25.000028999999998,
          25.0014705,
          24.99919775,
          25.000637,
          25.0000625,
          25.0017825,
          0,
          25.0029845,
          25.003129333333334,
          25.0044445,
          25.00347875,
          25.0035795,
          25.003699666666666,
          25.003951666666666,
          25.0038825,
          25.00483825,
          25.0055345,
          25.003265,
          25.003283,
          25.0022275,
          25.0017565,
          25.00259725,
          25.001631,
          25.00223825,
          25.0042935,
          25.0025665,
          25.003065666666668,
          0,
          25.003468,
          25.0031255,
          25.003749,
          25.00452025
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.065521801,
        "time_to_acc50_sec": 1.066340135,
        "acc_per_sec": 11.65941865562147,
        "mobile_acc_per_sec": 72.62728457511726
      },
      "started": "2026-08-18T06:48:01.490243887+10:00",
      "ended": "2026-08-18T06:48:03.530746731+10:00"
    },
    "to50": {
      "cell": {
        "id": "uint32|none|sgd|bicameral|simd",
        "dtype": 11,
        "format": 0,
        "mode": "sgd",
        "arch": "bicameral",
        "cams": 2,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 504,
        "total_correct": 231,
        "total_train": 35,
        "infer_ms": 567.042708,
        "train_ms": 1966.619846,
        "blocked_train": 1966619846,
        "duration": 2036331844,
        "avg_accuracy": 40.9375,
        "soft_acc": 21.876060287500003,
        "adapt_pct": 21.876005375,
        "stability": 91.73162621086946,
        "consistency": 87.5,
        "throughput": 247.50386410988128,
        "availability": 22.380356338486582,
        "score": 12.117641291293312,
        "zero_downtime": 4.895940245164653,
        "weight_bytes": 63452,
        "weight_mib": 0.060512542724609375,
        "heap_bytes": 19181176,
        "heap_mib": 18.29259490966797,
        "mobile_score": 200.2500761939604,
        "mobile_throughput": 4090.1250049310165,
        "mobile_availability": 369.8465695011175,
        "mobile_accuracy": 361.5128253171784,
        "soft_acc_blocks": [
          25.0008905,
          25.001239,
          25.0010475,
          0,
          24.999622,
          25.0005595,
          25.000494,
          25.001766,
          25.0012105,
          25.00182,
          25.001193,
          25.0015665,
          25.0017475,
          0,
          24.999303,
          24.9983935,
          24.998151,
          24.997895,
          0,
          24.9982975,
          24.9987205,
          24.999971,
          25.000799,
          24.999998,
          24.999406,
          25.0004505,
          24.999804,
          25.001283,
          25.0035735,
          25.004283,
          25.003056,
          25.003377,
          25.0036955,
          0,
          0,
          25.002569,
          25.0046965,
          25.0029,
          25.00488,
          25.003753
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.066092737,
        "time_to_acc50_sec": 0.066092737,
        "acc_per_sec": 10.742875898128911,
        "mobile_acc_per_sec": 177.53139125254398
      },
      "started": "2026-08-18T06:47:09.061942411+10:00",
      "ended": "2026-08-18T06:47:11.101394457+10:00"
    },
    "acc_per_sec": {
      "cell": {
        "id": "float16|none|sgd|cnn|simd",
        "dtype": 2,
        "format": 0,
        "mode": "sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 7136,
        "total_correct": 6230,
        "total_train": 236,
        "infer_ms": 892.105144,
        "train_ms": 1683.531921,
        "blocked_train": 1683531921,
        "duration": 2001780937,
        "avg_accuracy": 87.61346777090662,
        "soft_acc": 35.64418656631652,
        "adapt_pct": 31.428243918438547,
        "stability": 94.8671373809625,
        "consistency": 100,
        "throughput": 3564.825635063983,
        "availability": 34.636290808309205,
        "score": 440.1071029244668,
        "zero_downtime": 12.345824115365675,
        "weight_bytes": 612,
        "weight_mib": 0.000583648681640625,
        "heap_bytes": 18204416,
        "heap_mib": 17.361083984375,
        "mobile_score": 754061.6757453034,
        "mobile_throughput": 6107827.786132109,
        "mobile_availability": 59344.4171088458,
        "mobile_accuracy": 61071.3048577809,
        "soft_acc_blocks": [
          25.243999363636362,
          25.954002916666667,
          27.26259723809524,
          28.25599584,
          28.7045494375,
          29.9228834,
          31.73801872,
          33.29916596,
          34.80103704347826,
          36.785185000000006,
          37.57491923809524,
          38.794118956521736,
          39.99307638095238,
          30.94696215,
          31.84061023076923,
          32.857461125,
          34.431503739130434,
          35.787631375,
          37.50588919230769,
          37.526103863636365,
          39.35690673076923,
          39.23075013636364,
          39.91848252,
          41.02982875,
          41.387804,
          41.93182654545455,
          28.856455782608695,
          28.331577608695653,
          30.99936332,
          33.162017391304346,
          35.77957518181818,
          37.248284,
          38.43462928571429,
          39.978128,
          39.94446004545455,
          41.12866913636364,
          41.82753885,
          42.25084546153846,
          42.65356804347826,
          43.09104069230769
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.070832518,
        "time_to_acc50_sec": 0.120793149,
        "acc_per_sec": 17.80623738965925,
        "mobile_acc_per_sec": 30508.485583495647
      },
      "started": "2026-08-18T06:45:38.337705915+10:00",
      "ended": "2026-08-18T06:45:40.339723414+10:00"
    }
  },
  "best_learn_mobile": {
    "acc_per_sec": {
      "cell": {
        "id": "binary|none|sgd|cnn|simd",
        "dtype": 20,
        "format": 0,
        "mode": "sgd",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8992,
        "total_correct": 2245,
        "total_train": 268,
        "infer_ms": 822.658097,
        "train_ms": 1640.44687,
        "blocked_train": 1640446870,
        "duration": 2001371110,
        "avg_accuracy": 24.692943651386585,
        "soft_acc": 25.067793068857586,
        "adapt_pct": 25.031719512870048,
        "stability": 99.67473535139277,
        "consistency": 100,
        "throughput": 4492.919856327895,
        "availability": 33.39923015956469,
        "score": 376.16746415259496,
        "zero_downtime": 8.37244990299115,
        "weight_bytes": 39,
        "weight_mib": 0.00003719329833984375,
        "heap_bytes": 18597536,
        "heap_mib": 17.735992431640625,
        "mobile_score": 10113850.638237728,
        "mobile_throughput": 120799177.72484306,
        "mobile_availability": 897990.5426614282,
        "mobile_accuracy": 673986.8252556516,
        "soft_acc_blocks": [
          25.183536756756755,
          25.18994138235294,
          25.150124424242424,
          25.178145785714285,
          25.153314407407407,
          25.1385384,
          25.305772193548385,
          25.25589481818182,
          25.256460999999998,
          25.2247232,
          25.29365476,
          25.143519066666666,
          25.182292424242426,
          25.583283821428573,
          25.438648357142856,
          25.365323615384618,
          25.41356725,
          25.368280296296298,
          25.250321866666663,
          25.22451304,
          25.418581827586205,
          25.31895273529412,
          25.378054964285717,
          25.426631029411766,
          25.4713244,
          25.3476064,
          24.709357333333333,
          24.6815436,
          24.587463071428573,
          24.705843880000003,
          24.678180212121212,
          24.653249655172417,
          24.632815837837835,
          24.607931612903226,
          24.612676384615384,
          24.610971642857145,
          24.716886428571428,
          24.698347363636366,
          24.67491458064516,
          24.480532928571428
        ],
        "phase_blocks": [
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "A",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "B",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2",
          "A2"
        ],
        "switch_blocks": [
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false,
          false
        ],
        "time_to_acc25_sec": 0.074067981,
        "time_to_acc50_sec": 0,
        "acc_per_sec": 12.525309745706075,
        "mobile_acc_per_sec": 336762.54338239727
      },
      "started": "2026-08-18T06:46:15.708211412+10:00",
      "ended": "2026-08-18T06:46:17.709848928+10:00"
    },
    "to50": {
      "cell": {
        "id": "binary|none|MeshTweenSplitFastProxy|cnn|simd",
        "dtype": 20,
        "format": 0,
        "mode": "MeshTweenSplitFastProxy",
        "arch": "cnn",
        "cams": 1,
        "backend": 1,
        "use_simd": true
      },
      "epoch": 1,
      "status": "ok",
      "snapshot": {
        "total_outputs": 8296,
        "total_correct": 4122,
        "total_train": 285,
        "infer_ms": 875.388999,
        "train_ms": 1612.099575,
        "blocked_train": 1612099575,
        "duration": 5166646041,
        "avg_accuracy": 74.28571428571429,
        "soft_acc": 27.52340062857143,
        "adapt_pct": 0,
        "stability": 100,
        "consistency": 100,
        "throughput": 1605.683829348278,
        "availability": 35.191679196030755,
        "score": 155.52568233861473,
        "zero_downtime": 9.68594685304517,
        "weight_bytes": 39,
        "weight_mib": 0.00003719329833984375,
        "heap_bytes": 28023456,
        "heap_mib": 26.725250244140625,
        "mobile_score": 4181551.2277921867,
        "mobile_throughput": 43171321.20622308,
        "mobile_availability": 946183.3385809524,
        "mobile_accuracy": 740009.6753206389,
        "soft_acc_blocks": [
          27.52340062857143
        ],
        "phase_blocks": [
          "A"
        ],
        "switch_blocks": [
          false
        ],
        "time_to_acc25_sec": 0.073782571,
        "time_to_acc50_sec": 0.073782571,
        "acc_per_sec": 5.32713106532924,
        "mobile_acc_per_sec": 143228.2508707352
      },
      "started": "2026-08-18T10:06:41.704938429+10:00",
      "ended": "2026-08-18T10:06:46.871941657+10:00"
    }
  }
}