bench.json

{
  "video": "adl-01.mp4 (URFD, reconstructed 640x480 @30fps)",
  "n_frames_requested": 300,
  "n_frames_used": 150,
  "note": "adl-01 only has 150 frames (5s); load_frames() honestly reports actual usage rather than padding to the requested count.",
  "python": "3.12.13",
  "torch": "2.11.0+cu128",
  "ultralytics": "8.4.90",
  "gpu": "Tesla T4",
  "cpu": "x86_64",
  "cpu_count": 2,
  "git_commit": "38667a0",
  "results": [
    {
      "model_name": "yolo26n-pose.pt",
      "device": "cuda:0",
      "quantize": null,
      "n_frames": 150,
      "n_runs": 3,
      "pure_inference_fps": 60.65,
      "end_to_end_fps": 59.65,
      "p50_latency_ms": 13.84,
      "p95_latency_ms": 23.52
    },
    {
      "model_name": "yolo26n-pose.pt",
      "device": "cuda:0",
      "quantize": "16",
      "n_frames": 150,
      "n_runs": 3,
      "pure_inference_fps": 65.7,
      "end_to_end_fps": 64.64,
      "p50_latency_ms": 15.63,
      "p95_latency_ms": 24.25
    },
    {
      "model_name": "yolo26n-pose.pt",
      "device": "cpu",
      "quantize": null,
      "n_frames": 150,
      "n_runs": 3,
      "pure_inference_fps": 8.24,
      "end_to_end_fps": 8.23,
      "p50_latency_ms": 116.96,
      "p95_latency_ms": 178.96
    },
    {
      "model_name": "yolo26s-pose.pt",
      "device": "cuda:0",
      "quantize": null,
      "n_frames": 150,
      "n_runs": 3,
      "pure_inference_fps": 73.53,
      "end_to_end_fps": 72.25,
      "p50_latency_ms": 13.88,
      "p95_latency_ms": 20.4
    },
    {
      "model_name": "yolo26s-pose.pt",
      "device": "cuda:0",
      "quantize": "16",
      "n_frames": 150,
      "n_runs": 3,
      "pure_inference_fps": 67.23,
      "end_to_end_fps": 66.18,
      "p50_latency_ms": 14.69,
      "p95_latency_ms": 24.09
    },
    {
      "model_name": "yolo26s-pose.pt",
      "device": "cpu",
      "quantize": null,
      "n_frames": 150,
      "n_runs": 3,
      "pure_inference_fps": 3.36,
      "end_to_end_fps": 3.36,
      "p50_latency_ms": 271.15,
      "p95_latency_ms": 408.98
    }
  ]
}