model_manifest.json

{
  "model_version": "forge-tiny-drift-v0.1",
  "input": {
    "name": "telemetry",
    "shape": [
      "batch",
      50,
      2
    ],
    "dtype": "float32"
  },
  "channels": [
    "peak_force_kn",
    "part_deviation_mm"
  ],
  "outputs": [
    "probability"
  ],
  "runtimes": [
    "numpy",
    "pytorch",
    "onnxruntime",
    "tensorflow",
    "litert"
  ],
  "framework_versions": {
    "python": "3.12.13",
    "numpy": "2.5.1",
    "pytorch": "2.13.0+cu130",
    "pytorch_cuda_build": "13.0",
    "onnx": "1.22.0",
    "onnxruntime": "1.28.0",
    "tensorflow": "2.21.0",
    "litert": "2.1.6"
  },
  "metrics": {
    "synthetic_examples": 2048,
    "accuracy": 0.987305,
    "false_positive_rate": 0.014886,
    "false_negative_rate": 0.009934,
    "training_seed": 17
  },
  "data": "deterministic synthetic telemetry; no plant data",
  "safety": "L0 decision support only; output cannot actuate equipment",
  "cuda_validation": "not executed; no GPU or nvcc in the build workspace"
}