openeye bench

    Benchmark a model's inference speed. Reports mean, median, and P95 latency with FPS.

    openeye bench yolov8
openeye bench yolov8 --runs 50
openeye bench yolov8 --variant onnx --width 1280 --height 720

    Options

    FlagDescription
    --variant <name>Variant to benchmark
    --warmup <n>Number of warmup runs (default: 3)
    --runs <n>Number of timed runs (default: 10)
    --width <px>Test image width (default: 640)
    --height <px>Test image height (default: 480)

    Example Output

        Benchmark: YOLOv8
┏━━━━━━━━━━━━┳━━━━━━━━━━┓
┃ Metric     ┃    Value ┃
┡━━━━━━━━━━━━╇━━━━━━━━━━┩
│ Mean       │ 50.49 ms │
│ Median     │ 49.96 ms │
│ P95        │ 53.64 ms │
│ FPS        │     19.8 │
│ Runs       │        5 │
│ Image Size │  640x480 │
└────────────┴──────────┘
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