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"uniform seek()+next()", "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4" }, { - "decoder": "TorchVision[video_reader]", + "decoder": "torchcodec", "description": "random 10 seek()+next()", - "fps_median": 3.5804448256145283, - "fps_p25": 3.610017214846564, - "fps_p75": 3.573725565752598, + "fps_median": 32.0340867355421, + "fps_p25": 32.33995696335928, + "fps_p75": 31.48660833047371, "frame_count": 10, - "iqr": 0.028130420949310064, - "median": 2.7929490571841598, - "type": "random:seek()+next()", + "iqr": 0.008380331099033356, + "median": 0.3121674759313464, + "type": "random seek()+next()", "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4" }, { - "decoder": "TorchVision[video_reader]", + "decoder": "torchcodec", "description": "100 next()", - "fps_median": 220.60506211225706, - "fps_p25": 221.92824221952606, - "fps_p75": 219.83775682122163, + "fps_median": 373.9297931168172, + "fps_p25": 377.8974427908539, + "fps_p75": 366.9518403987283, "frame_count": 100, - "iqr": 0.004284817026928067, - "median": 0.45329875499010086, - "type": "next()", + "iqr": 0.007893264293670654, + "median": 0.267429880797863, + "type": "100 next()", "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4" }, { - "decoder": "TorchAudio", + "decoder": "torchvision[video_reader]", "description": "uniform 10 seek()+next()", - "fps_median": 10.562701139154996, - "fps_p25": 10.594120999307123, - "fps_p75": 10.475383401305544, + "fps_median": 5.826583628637648, + "fps_p25": 5.869409916500439, + "fps_p75": 5.80448564059718, "frame_count": 10, - "iqr": 0.010699251666665077, - "median": 0.9467275338247418, - "type": "uniform:seek()+next()", + "iqr": 0.01905675418674946, + "median": 1.7162715988233685, + "type": "uniform seek()+next()", "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4" }, { - "decoder": "TorchAudio", + "decoder": "torchvision[video_reader]", "description": "random 10 seek()+next()", - "fps_median": 7.143372898069971, - "fps_p25": 7.190431420792876, - "fps_p75": 6.984323268168379, + "fps_median": 3.5913843964539565, + "fps_p25": 3.641605801630432, + "fps_p75": 3.557561124756978, "frame_count": 10, - "iqr": 0.041040806798264384, - "median": 1.3998989192768931, - "type": "random:seek()+next()", + "iqr": 0.06487313844263554, + "median": 2.7844415679574013, + "type": "random seek()+next()", "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4" }, { - "decoder": "TorchAudio", + "decoder": "torchvision[video_reader]", "description": "100 next()", - "fps_median": 234.31507730203276, - "fps_p25": 235.5241203289182, - "fps_p75": 233.2609776710573, + "fps_median": 220.82061460318502, + "fps_p25": 222.48418761498934, + "fps_p75": 218.84938919419412, "frame_count": 100, - "iqr": 0.004119404591619968, - "median": 0.42677578050643206, - "type": "next()", + "iqr": 0.007465103641152382, + "median": 0.452856270596385, + "type": "100 next()", "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4" }, { - "decoder": "Decord", + "decoder": "torchaudio", "description": "uniform 10 seek()+next()", - "fps_median": 28.951774908715404, - "fps_p25": 29.60339324217526, - "fps_p75": 28.130013392739134, + "fps_median": 10.54381002725746, + "fps_p25": 10.612585301638902, + "fps_p75": 10.516430888261935, "frame_count": 10, - "iqr": 0.017693073954433203, - "median": 0.3454019669443369, - "type": "uniform:seek()+next()", + "iqr": 0.008615483529865742, + "median": 0.9484237646684051, + "type": "uniform seek()+next()", "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4" }, { - "decoder": "Decord", + "decoder": "torchaudio", "description": "random 10 seek()+next()", - "fps_median": 23.55224702573544, - "fps_p25": 23.829998507803513, - "fps_p75": 23.327513783118945, + "fps_median": 7.206591092692971, + "fps_p25": 7.231744857114745, + "fps_p75": 7.073061841995869, "frame_count": 10, - "iqr": 0.00903920829296112, - "median": 0.424587938003242, - "type": "random:seek()+next()", + "iqr": 0.0310227214358747, + "median": 1.3876186218112707, + "type": "random seek()+next()", "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4" }, { - "decoder": "Decord", + "decoder": "torchaudio", "description": "100 next()", - "fps_median": 526.5873947695661, - "fps_p25": 534.5632246100912, - "fps_p75": 514.0865116923063, + "fps_median": 204.94896843488522, + "fps_p25": 206.320878222405, + "fps_p75": 203.29397516227598, "frame_count": 100, - "iqr": 0.007451178273186088, - "median": 0.18990200106054544, - "type": "next()", + "iqr": 0.007216569967567921, + "median": 0.4879263397306204, + "type": "100 next()", "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4" }, { diff --git a/benchmarks/decoders/generate_readme_data.py b/benchmarks/decoders/generate_readme_data.py index 277cd3752..977c23bd2 100644 --- a/benchmarks/decoders/generate_readme_data.py +++ b/benchmarks/decoders/generate_readme_data.py @@ -56,10 +56,9 @@ def main() -> None: retrieve_videos(urls_and_dest_paths) decoder_dict = {} - decoder_dict["TorchCodec"] = TorchCodecPublic() - decoder_dict["TorchVision[video_reader]"] = TorchVision("video_reader") - decoder_dict["TorchAudio"] = TorchAudioDecoder() - decoder_dict["Decord"] = DecordAccurateBatch() + decoder_dict["torchcodec"] = TorchCodecPublic() + decoder_dict["torchvision[video_reader]"] = TorchVision("video_reader") + decoder_dict["torchaudio"] = TorchAudioDecoder() # These are the number of uniform seeks we do in the seek+decode benchmark. num_samples = 10 From 2a7d35977cfb47d50e355127025a34884b4db829 Mon Sep 17 00:00:00 2001 From: Scott Schneider Date: Thu, 14 Nov 2024 12:27:01 -0800 Subject: [PATCH 2/2] Apply lints --- benchmarks/decoders/generate_readme_data.py | 1 - 1 file changed, 1 deletion(-) diff --git a/benchmarks/decoders/generate_readme_data.py b/benchmarks/decoders/generate_readme_data.py index 977c23bd2..91be59dc1 100644 --- a/benchmarks/decoders/generate_readme_data.py +++ b/benchmarks/decoders/generate_readme_data.py @@ -11,7 +11,6 @@ from pathlib import Path from benchmark_decoders_library import ( - DecordAccurateBatch, generate_videos, retrieve_videos, run_benchmarks,