{
  "format": "flybrain-cuda-validation",
  "schema_version": 1,
  "status": "passed",
  "started_at": "2026-09-12T15:00:22.452207+00:00",
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    "device": "NVIDIA A16-2Q",
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    "cuda_driver": 12040,
    "cuda_runtime": 12090
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  "conformance": {
    "tests": 12,
    "failures": 0,
    "errors": 0,
    "skipped": 0
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  "benchmarks": [
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      "model": "toy-v1",
      "fingerprint": "ba1701cf092e8b6acb8d36aa70f86f46b4521e4bb5f6f463efb3d8824b4bac6c",
      "neurons": 12,
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      "simulated_ms_per_repeat": 1000,
      "warmup_ms": 100,
      "timings": {
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      "neurons": 313,
      "edges": 20607,
      "config": {
        "dt_ms": 1.0,
        "tau_ms": 10.0,
        "rest": 0.0,
        "reset": 0.0,
        "threshold": 1.0,
        "refractory_ms": 2.0,
        "input_gain": 2.0,
        "rate_tau_ms": 50.0,
        "action_rate_hz": 100.0
      },
      "simulated_ms_per_repeat": 1000,
      "warmup_ms": 100,
      "timings": {
        "cpu_load_seconds": 0.1308009670000274,
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  "limitations": [
    "Correctness-first CUDA: host current upload and scalar synchronization each tick.",
    "These timings cover only toy and 313-cell circuit, not whole-brain scaling.",
    "Loading/compilation reported separately; execution includes inputs and action readout.",
    "Conformance applies to tested cases and reported device/software, not all CUDA hardware."
  ],
  "finished_at": "2026-09-12T15:01:02.554374+00:00"
}