{
  "protocol": "Batch-size-1 per-image model inference latency measured inside each predictor with time.perf_counter and CUDA synchronization around the model-call section only. Each image uses unmeasured warmup iterations followed by measured repeats. Model loading, process startup, dataset export, image file I/O, metric computation, visualization writing, and result serialization are excluded.",
  "methods": {
    "ours": {
      "enabled": true,
      "available": true,
      "method": "ours",
      "protocol": "Batch-size-1 per-image model inference latency measured inside each predictor with time.perf_counter and CUDA synchronization around the model-call section only. Each image uses unmeasured warmup iterations followed by measured repeats. Model loading, process startup, dataset export, image file I/O, metric computation, visualization writing, and result serialization are excluded.",
      "timed_observations": 140,
      "images": 28,
      "mean_seconds": 1.828554026569639,
      "median_seconds": 1.8316096141934395,
      "std_seconds": 0.0386702388094181,
      "ci95_seconds": 0.006405734104784912,
      "min_seconds": 1.765766154974699,
      "max_seconds": 1.9089088086038828,
      "images_per_second": 0.5468802045056315,
      "per_image_file": "/root/vepfs/Infinity/outputs/normal_eval/2026-06-17/12-17-47/toy/ours/inference_times.json"
    }
  }
}