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competitors/openface3_speed.json
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{
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"tool": "openface3",
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"fixture": "single_face.mp4 (40 frames)",
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"metric": "end-to-end fps (RetinaFace detect + STAR landmark + MTL AU/emotion/gaze)",
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"note": "Per-frame pipeline (no batching). Runs on Blackwell (modern torch), unlike LibreFace. The pip CLI hardcodes device='cpu' and never passes device_ids; constructed the FaceDetector/LandmarkDetector(device_ids=[0])/MultitaskPredictor objects directly for real GPU.",
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"fps": {"rtx3090": 17.5, "blackwell": 18.7}
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}
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