{
  "role": "validator",
  "version": 1,
  "onnx_path": "validator-v1.onnx",
  "size_bytes": 3147798,
  "imgsz": 448,
  "classes": [
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  "quantised": true,
  "map50_fp32": 0.7524389678079388,
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  "top1_fp32": null,
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  "median_latency_ms": null,
  "p95_latency_ms": null,
  "latency_hardware": null,
  "targets_measured": {
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    "min_precision_on_negatives": 0.9793
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  "input_name": "images",
  "layout": "NCHW",
  "dynamic_batch": false,
  "nms": {
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    "iou": 0.45,
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  "gates": {
    "role": "validator",
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  "gate_result": {
    "failures": [
      "int8 quantisation cost 0.727 map50 (max 0.02)"
    ],
    "unmeasured": [
      "median latency for the validator has not been measured on the service CPU \u2013 run ml/scripts/gate.py against the bench"
    ],
    "may_ship": false
  },
  "targets": {
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    "min_precision_on_negatives": 0.97
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  "target_result": {
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      "min_precision_on_negatives": 0.9793
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    "missed": {},
    "unmeasurable": [
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    ]
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}