From 2f08c01f16d4ff49aabd7ff02b41f2bdab98d1fa Mon Sep 17 00:00:00 2001 From: Ahmad Sharif Date: Fri, 15 Nov 2024 15:07:42 -0800 Subject: [PATCH 1/6] Added a decode+resize benchmark --- .../decoders/benchmark_decoders_library.py | 94 ++++++- .../decoders/benchmark_readme_data.json | 242 ++++++++---------- benchmarks/decoders/generate_readme_data.py | 60 +++-- 3 files changed, 237 insertions(+), 159 deletions(-) diff --git a/benchmarks/decoders/benchmark_decoders_library.py b/benchmarks/decoders/benchmark_decoders_library.py index 33d25c63..9d399a6e 100644 --- a/benchmarks/decoders/benchmark_decoders_library.py +++ b/benchmarks/decoders/benchmark_decoders_library.py @@ -38,6 +38,14 @@ def __init__(self): def get_frames_from_video(self, video_file, pts_list): pass + @abc.abstractmethod + def get_consecutive_frames_from_video(self, video_file, numFramesToDecode): + pass + + @abc.abstractmethod + def decode_and_transform(self, video_file, pts_list, height, width, device): + pass + class DecordAccurate(AbstractDecoder): def __init__(self): @@ -111,6 +119,18 @@ def get_consecutive_frames_from_video(self, video_file, numFramesToDecode): frames.append(frame["data"].permute(1, 2, 0)) return frames + def decode_and_transform(self, video_file, pts_list, height, width, device): + self.torchvision.set_video_backend(self._backend) + reader = self.torchvision.io.VideoReader(video_file, "video") + frames = [] + for pts in pts_list: + reader.seek(pts) + frame = next(reader) + frames.append(frame["data"].permute(1, 2, 0)) + frames = [frame.to(device) for frame in frames] + frames = self.torchvision.transforms.v2.function.resize(frames, (height, width)) + return frames + class TorchCodecCore(AbstractDecoder): def __init__(self, num_threads=None, color_conversion_library=None, device="cpu"): @@ -239,6 +259,12 @@ def __init__(self, num_ffmpeg_threads=None, device="cpu"): ) self._device = device + import torchvision # noqa: F401 + from torchvision.transforms import v2 as transforms_v2 + + self.torchvision = torchvision + self.transforms_v2 = transforms_v2 + def get_frames_from_video(self, video_file, pts_list): decoder = VideoDecoder( video_file, num_ffmpeg_threads=self._num_ffmpeg_threads, device=self._device @@ -258,6 +284,14 @@ def get_consecutive_frames_from_video(self, video_file, numFramesToDecode): break return frames + def decode_and_transform(self, video_file, pts_list, height, width, device): + decoder = VideoDecoder( + video_file, num_ffmpeg_threads=self._num_ffmpeg_threads, device=self._device + ) + frames = decoder.get_frames_played_at(pts_list) + frames = self.transforms_v2.functional.resize(frames.data, (height, width)) + return frames + @torch.compile(fullgraph=True, backend="eager") def compiled_seek_and_next(decoder, pts): @@ -299,7 +333,9 @@ def __init__(self): self.torchaudio = torchaudio - pass + from torchvision.transforms import v2 as transforms_v2 + + self.transforms_v2 = transforms_v2 def get_frames_from_video(self, video_file, pts_list): stream_reader = self.torchaudio.io.StreamReader(src=video_file) @@ -325,6 +361,19 @@ def get_consecutive_frames_from_video(self, video_file, numFramesToDecode): return frames + def decode_and_transform(self, video_file, pts_list, height, width, device): + stream_reader = self.torchaudio.io.StreamReader(src=video_file) + stream_reader.add_basic_video_stream(frames_per_chunk=1) + frames = [] + for pts in pts_list: + stream_reader.seek(pts) + stream_reader.fill_buffer() + clip = stream_reader.pop_chunks() + frames.append(clip[0][0]) + frames = [frame.to(device) for frame in frames] + frames = self.transforms.v2.function.resize(frames, (height, width)) + return frames + def create_torchcodec_decoder_from_file(video_file): video_decoder = create_from_file(video_file) @@ -486,6 +535,14 @@ class BatchParameters: batch_size: int +@dataclass +class DataLoaderInspiredWorkloadParameters: + batch_parameters: BatchParameters + resize_height: int + resize_width: int + resize_device: str + + def run_batch_using_threads( function, *args, @@ -525,6 +582,7 @@ def run_benchmarks( num_sequential_frames_from_start: list[int], min_runtime_seconds: float, benchmark_video_creation: bool, + dataloader_parameters: DataLoaderInspiredWorkloadParameters = None, batch_parameters: BatchParameters = None, ) -> list[dict[str, str | float | int]]: # Ensure that we have the same seed across benchmark runs. @@ -535,6 +593,7 @@ def run_benchmarks( results = [] df_data = [] verbose = False + min_runtime_seconds = 0.1 for video_file_path in video_files_paths: metadata = get_metadata(video_file_path) metadata_label = f"{metadata.codec} {metadata.width}x{metadata.height}, {metadata.duration_seconds}s {metadata.average_fps}fps" @@ -550,6 +609,39 @@ def run_benchmarks( for decoder_name, decoder in decoder_dict.items(): print(f"video={video_file_path}, decoder={decoder_name}") + if dataloader_parameters: + bp = dataloader_parameters.batch_parameters + dataloader_result = benchmark.Timer( + stmt="run_batch_using_threads(decoder.decode_and_transform, video_file, pts_list, height, width, device, batch_parameters=batch_parameters)", + globals={ + "video_file": str(video_file_path), + "pts_list": uniform_pts_list, + "decoder": decoder, + "run_batch_using_threads": run_batch_using_threads, + "batch_parameters": dataloader_parameters.batch_parameters, + "height": dataloader_parameters.resize_height, + "width": dataloader_parameters.resize_width, + "device": dataloader_parameters.resize_device, + }, + label=f"video={video_file_path} {metadata_label}", + sub_label=decoder_name, + description=f"dataloader[threads={bp.num_threads} batch_size={bp.batch_size}] {num_samples} decode_and_transform()", + ) + results.append( + dataloader_result.blocked_autorange( + min_run_time=min_runtime_seconds + ) + ) + df_data.append( + convert_result_to_df_item( + results[-1], + decoder_name, + video_file_path, + num_samples * dataloader_parameters.batch_parameters.batch_size, + f"dataloader[threads={bp.num_threads} batch_size={bp.batch_size}] {num_samples} x decode_and_transform()", + ) + ) + for kind, pts_list in [ ("uniform", uniform_pts_list), ("random", random_pts_list), diff --git a/benchmarks/decoders/benchmark_readme_data.json b/benchmarks/decoders/benchmark_readme_data.json index 9639d107..64015f30 100644 --- a/benchmarks/decoders/benchmark_readme_data.json +++ b/benchmarks/decoders/benchmark_readme_data.json @@ -1,225 +1,201 @@ [ + { + "decoder": "torchcodec", + "description": "dataloader 10 decode_and_transform()", + "fps_median": 7.4797051695929095, + "fps_p25": 7.4797051695929095, + "fps_p75": 7.4797051695929095, + "frame_count": 640, + "iqr": 0.0, + "median": 85.56486993655562, + "type": "batch 10 x decode_and_transform()", + "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1280x720_120s_60fps_600gop_libx264_yuv420p.mp4" + }, { "decoder": "torchcodec", "description": "uniform 10 seek()+next()", - "fps_median": 2.888099110308182, - "fps_p25": 2.9416150999827617, - "fps_p75": 2.8451474402295633, + "fps_median": 2.8395194125551373, + "fps_p25": 2.8395194125551373, + "fps_p75": 2.8395194125551373, "frame_count": 10, - "iqr": 0.1152633186429739, - "median": 3.4624850526452065, + "iqr": 0.0, + "median": 3.52172270976007, "type": "uniform seek()+next()", "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1280x720_120s_60fps_600gop_libx264_yuv420p.mp4" }, { "decoder": "torchcodec", "description": "random 10 seek()+next()", - "fps_median": 3.679673367614735, - "fps_p25": 3.7010260633892753, - "fps_p75": 3.6730411925903006, + "fps_median": 3.505139151577923, + "fps_p25": 3.505139151577923, + "fps_p75": 3.505139151577923, "frame_count": 10, - "iqr": 0.020586160942912102, - "median": 2.7176325181499124, + "iqr": 0.0, + "median": 2.8529537823051214, "type": "random seek()+next()", "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1280x720_120s_60fps_600gop_libx264_yuv420p.mp4" }, { "decoder": "torchcodec", "description": "100 next()", - "fps_median": 332.62889220665653, - "fps_p25": 335.30421912694004, - "fps_p75": 329.14228955425125, + "fps_median": 238.76832666208992, + "fps_p25": 238.76832666208992, + "fps_p75": 238.76832666208992, "frame_count": 100, - "iqr": 0.005583339370787144, - "median": 0.300635339692235, + "iqr": 0.0, + "median": 0.4188160188496113, "type": "100 next()", "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1280x720_120s_60fps_600gop_libx264_yuv420p.mp4" }, { - "decoder": "torchvision[video_reader]", - "description": "uniform 10 seek()+next()", - "fps_median": 0.4183496816958986, - "fps_p25": 0.42028123679840773, - "fps_p75": 0.41643579969655253, - "frame_count": 10, - "iqr": 0.21971396077424288, - "median": 23.90344832930714, - "type": "uniform seek()+next()", - "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1280x720_120s_60fps_600gop_libx264_yuv420p.mp4" - }, - { - "decoder": "torchvision[video_reader]", - "description": "random 10 seek()+next()", - "fps_median": 0.3201664495067429, - "fps_p25": 0.3201664495067429, - "fps_p75": 0.3201664495067429, - "frame_count": 10, + "decoder": "torchcodec[cuda]", + "description": "dataloader 10 decode_and_transform()", + "fps_median": 9.738862541197056, + "fps_p25": 9.738862541197056, + "fps_p75": 9.738862541197056, + "frame_count": 640, "iqr": 0.0, - "median": 31.23375361599028, - "type": "random seek()+next()", + "median": 65.71609336230904, + "type": "batch 10 x decode_and_transform()", "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1280x720_120s_60fps_600gop_libx264_yuv420p.mp4" }, { - "decoder": "torchvision[video_reader]", - "description": "100 next()", - "fps_median": 183.6059253297136, - "fps_p25": 184.88581057175523, - "fps_p75": 180.4772551158132, - "frame_count": 100, - "iqr": 0.01321205124258995, - "median": 0.5446447320282459, - "type": "100 next()", - "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1280x720_120s_60fps_600gop_libx264_yuv420p.mp4" - }, - { - "decoder": "torchaudio", + "decoder": "torchcodec[cuda]", "description": "uniform 10 seek()+next()", - "fps_median": 0.5240865109999612, - "fps_p25": 0.5245880071682041, - "fps_p75": 0.5235859727575772, + "fps_median": 1.9295284936337722, + "fps_p25": 1.9295284936337722, + "fps_p75": 1.9295284936337722, "frame_count": 10, - "iqr": 0.03648180142045021, - "median": 19.080819273367524, + "iqr": 0.0, + "median": 5.182613282464445, "type": "uniform seek()+next()", "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1280x720_120s_60fps_600gop_libx264_yuv420p.mp4" }, { - "decoder": "torchaudio", + "decoder": "torchcodec[cuda]", "description": "random 10 seek()+next()", - "fps_median": 0.41470785541122906, - "fps_p25": 0.4150239639037595, - "fps_p75": 0.41439222808863957, + "fps_median": 2.595707784844186, + "fps_p25": 2.595707784844186, + "fps_p75": 2.595707784844186, "frame_count": 10, - "iqr": 0.03673251997679472, - "median": 24.113360452465713, + "iqr": 0.0, + "median": 3.8525137761607766, "type": "random seek()+next()", "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1280x720_120s_60fps_600gop_libx264_yuv420p.mp4" }, { - "decoder": "torchaudio", + "decoder": "torchcodec[cuda]", "description": "100 next()", - "fps_median": 189.09233561323046, - "fps_p25": 190.02373443273453, - "fps_p75": 187.75804451204894, + "fps_median": 251.65434938443752, + "fps_p25": 251.65434938443752, + "fps_p75": 251.65434938443752, "frame_count": 100, - "iqr": 0.0063502974808216095, - "median": 0.5288421642035246, + "iqr": 0.0, + "median": 0.3973704418167472, "type": "100 next()", "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1280x720_120s_60fps_600gop_libx264_yuv420p.mp4" }, + { + "decoder": "torchcodec", + "description": "dataloader 10 decode_and_transform()", + "fps_median": 70.66628903748428, + "fps_p25": 70.66628903748428, + "fps_p75": 70.66628903748428, + "frame_count": 640, + "iqr": 0.0, + "median": 9.056652170605958, + "type": "batch 10 x decode_and_transform()", + "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4" + }, { "decoder": "torchcodec", "description": "uniform 10 seek()+next()", - "fps_median": 33.23248091744692, - "fps_p25": 33.74429257495837, - "fps_p75": 32.677051134717146, + "fps_median": 26.738104553147277, + "fps_p25": 26.738104553147277, + "fps_p75": 26.738104553147277, "frame_count": 10, - "iqr": 0.009678754955530167, - "median": 0.3009104263037443, + "iqr": 0.0, + "median": 0.3739980887621641, "type": "uniform seek()+next()", "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4" }, { "decoder": "torchcodec", "description": "random 10 seek()+next()", - "fps_median": 32.0340867355421, - "fps_p25": 32.33995696335928, - "fps_p75": 31.48660833047371, + "fps_median": 30.65255010090768, + "fps_p25": 30.65255010090768, + "fps_p75": 30.65255010090768, "frame_count": 10, - "iqr": 0.008380331099033356, - "median": 0.3121674759313464, + "iqr": 0.0, + "median": 0.32623713091015816, "type": "random seek()+next()", "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4" }, { "decoder": "torchcodec", "description": "100 next()", - "fps_median": 373.9297931168172, - "fps_p25": 377.8974427908539, - "fps_p75": 366.9518403987283, + "fps_median": 552.5269908209787, + "fps_p25": 552.5269908209787, + "fps_p75": 552.5269908209787, "frame_count": 100, - "iqr": 0.007893264293670654, - "median": 0.267429880797863, + "iqr": 0.0, + "median": 0.18098663352429867, "type": "100 next()", "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4" }, { - "decoder": "torchvision[video_reader]", - "description": "uniform 10 seek()+next()", - "fps_median": 5.826583628637648, - "fps_p25": 5.869409916500439, - "fps_p75": 5.80448564059718, - "frame_count": 10, - "iqr": 0.01905675418674946, - "median": 1.7162715988233685, - "type": "uniform seek()+next()", - "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4" - }, - { - "decoder": "torchvision[video_reader]", - "description": "random 10 seek()+next()", - "fps_median": 3.5913843964539565, - "fps_p25": 3.641605801630432, - "fps_p75": 3.557561124756978, - "frame_count": 10, - "iqr": 0.06487313844263554, - "median": 2.7844415679574013, - "type": "random seek()+next()", - "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4" - }, - { - "decoder": "torchvision[video_reader]", - "description": "100 next()", - "fps_median": 220.82061460318502, - "fps_p25": 222.48418761498934, - "fps_p75": 218.84938919419412, - "frame_count": 100, - "iqr": 0.007465103641152382, - "median": 0.452856270596385, - "type": "100 next()", + "decoder": "torchcodec[cuda]", + "description": "dataloader 10 decode_and_transform()", + "fps_median": 14.26538824481199, + "fps_p25": 14.26538824481199, + "fps_p75": 14.26538824481199, + "frame_count": 640, + "iqr": 0.0, + "median": 44.86383328773081, + "type": "batch 10 x decode_and_transform()", "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4" }, { - "decoder": "torchaudio", + "decoder": "torchcodec[cuda]", "description": "uniform 10 seek()+next()", - "fps_median": 10.54381002725746, - "fps_p25": 10.612585301638902, - "fps_p75": 10.516430888261935, + "fps_median": 3.3734269771663272, + "fps_p25": 3.3734269771663272, + "fps_p75": 3.3734269771663272, "frame_count": 10, - "iqr": 0.008615483529865742, - "median": 0.9484237646684051, + "iqr": 0.0, + "median": 2.964344587177038, "type": "uniform seek()+next()", "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4" }, { - "decoder": "torchaudio", + "decoder": "torchcodec[cuda]", "description": "random 10 seek()+next()", - "fps_median": 7.206591092692971, - "fps_p25": 7.231744857114745, - "fps_p75": 7.073061841995869, + "fps_median": 4.211141234921976, + "fps_p25": 4.211141234921976, + "fps_p75": 4.211141234921976, "frame_count": 10, - "iqr": 0.0310227214358747, - "median": 1.3876186218112707, + "iqr": 0.0, + "median": 2.374653197824955, "type": "random seek()+next()", "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4" }, { - "decoder": "torchaudio", + "decoder": "torchcodec[cuda]", "description": "100 next()", - "fps_median": 204.94896843488522, - "fps_p25": 206.320878222405, - "fps_p75": 203.29397516227598, + "fps_median": 107.24389854402447, + "fps_p25": 107.24389854402447, + "fps_p75": 107.24389854402447, "frame_count": 100, - "iqr": 0.007216569967567921, - "median": 0.4879263397306204, + "iqr": 0.0, + "median": 0.9324539797380567, "type": "100 next()", "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4" }, { - "cpu_count": 56, + "cpu_count": 22, "machine": "x86_64", "processor": "x86_64", - "python_version": "3.11.10", + "python_version": "3.12.5", "system": "Linux" } ] diff --git a/benchmarks/decoders/generate_readme_data.py b/benchmarks/decoders/generate_readme_data.py index 91be59dc..741a3c63 100644 --- a/benchmarks/decoders/generate_readme_data.py +++ b/benchmarks/decoders/generate_readme_data.py @@ -11,6 +11,8 @@ from pathlib import Path from benchmark_decoders_library import ( + BatchParameters, + DataLoaderInspiredWorkloadParameters, generate_videos, retrieve_videos, run_benchmarks, @@ -26,36 +28,38 @@ def main() -> None: """Benchmarks the performance of a few video decoders on synthetic videos""" videos_dir_path = "/tmp/torchcodec_benchmarking_videos" - shutil.rmtree(videos_dir_path, ignore_errors=True) - os.makedirs(videos_dir_path) + if not os.path.exists(videos_dir_path): + shutil.rmtree(videos_dir_path, ignore_errors=True) + os.makedirs(videos_dir_path) - resolutions = ["1280x720"] - encodings = ["libx264"] - patterns = ["mandelbrot"] - fpses = [60] - gop_sizes = [600] - durations = [120] - pix_fmts = ["yuv420p"] - ffmpeg_path = "ffmpeg" - generate_videos( - resolutions, - encodings, - patterns, - fpses, - gop_sizes, - durations, - pix_fmts, - ffmpeg_path, - videos_dir_path, - ) + resolutions = ["1280x720"] + encodings = ["libx264"] + patterns = ["mandelbrot"] + fpses = [60] + gop_sizes = [600] + durations = [120] + pix_fmts = ["yuv420p"] + ffmpeg_path = "ffmpeg" + generate_videos( + resolutions, + encodings, + patterns, + fpses, + gop_sizes, + durations, + pix_fmts, + ffmpeg_path, + videos_dir_path, + ) - urls_and_dest_paths = [ - (NASA_URL, f"{videos_dir_path}/nasa_960x540_206s_30fps_yuv420p.mp4") - ] - retrieve_videos(urls_and_dest_paths) + urls_and_dest_paths = [ + (NASA_URL, f"{videos_dir_path}/nasa_960x540_206s_30fps_yuv420p.mp4") + ] + retrieve_videos(urls_and_dest_paths) decoder_dict = {} decoder_dict["torchcodec"] = TorchCodecPublic() + decoder_dict["torchcodec[cuda]"] = TorchCodecPublic(device="cuda") decoder_dict["torchvision[video_reader]"] = TorchVision("video_reader") decoder_dict["torchaudio"] = TorchAudioDecoder() @@ -69,6 +73,12 @@ def main() -> None: num_sequential_frames_from_start=[100], min_runtime_seconds=30, benchmark_video_creation=False, + dataloader_parameters=DataLoaderInspiredWorkloadParameters( + batch_parameters=BatchParameters(batch_size=64, num_threads=8), + resize_height=256, + resize_width=256, + resize_device="cuda", + ), ) df_data.append( { From 284c83fa683c32c7104a3be0286c1895b7a9bd68 Mon Sep 17 00:00:00 2001 From: Ahmad Sharif Date: Fri, 15 Nov 2024 15:11:34 -0800 Subject: [PATCH 2/6] . --- benchmarks/decoders/benchmark_decoders_library.py | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/benchmarks/decoders/benchmark_decoders_library.py b/benchmarks/decoders/benchmark_decoders_library.py index 9d399a6e..a0937633 100644 --- a/benchmarks/decoders/benchmark_decoders_library.py +++ b/benchmarks/decoders/benchmark_decoders_library.py @@ -97,8 +97,10 @@ def __init__(self, backend): self._backend = backend self._print_each_iteration_time = False import torchvision # noqa: F401 + from torchvision.transforms import v2 as transforms_v2 self.torchvision = torchvision + self.transforms_v2 = transforms_v2 def get_frames_from_video(self, video_file, pts_list): self.torchvision.set_video_backend(self._backend) @@ -128,7 +130,7 @@ def decode_and_transform(self, video_file, pts_list, height, width, device): frame = next(reader) frames.append(frame["data"].permute(1, 2, 0)) frames = [frame.to(device) for frame in frames] - frames = self.torchvision.transforms.v2.function.resize(frames, (height, width)) + frames = self.transforms_v2.functional.resize(frames, (height, width)) return frames @@ -371,7 +373,7 @@ def decode_and_transform(self, video_file, pts_list, height, width, device): clip = stream_reader.pop_chunks() frames.append(clip[0][0]) frames = [frame.to(device) for frame in frames] - frames = self.transforms.v2.function.resize(frames, (height, width)) + frames = self.transforms_v2.functional.resize(frames, (height, width)) return frames @@ -593,6 +595,7 @@ def run_benchmarks( results = [] df_data = [] verbose = False + # TODO: change this back before landing. min_runtime_seconds = 0.1 for video_file_path in video_files_paths: metadata = get_metadata(video_file_path) From 66449861b75013723e971fbe779341005dd0cc02 Mon Sep 17 00:00:00 2001 From: Ahmad Sharif Date: Mon, 18 Nov 2024 08:00:07 -0800 Subject: [PATCH 3/6] . --- .../decoders/benchmark_decoders_library.py | 16 +- .../decoders/benchmark_readme_chart.png | Bin 77135 -> 109149 bytes .../decoders/benchmark_readme_data.json | 337 ++++++++++++++---- benchmarks/decoders/generate_readme_data.py | 3 + 4 files changed, 276 insertions(+), 80 deletions(-) diff --git a/benchmarks/decoders/benchmark_decoders_library.py b/benchmarks/decoders/benchmark_decoders_library.py index a0937633..f42a7244 100644 --- a/benchmarks/decoders/benchmark_decoders_library.py +++ b/benchmarks/decoders/benchmark_decoders_library.py @@ -129,8 +129,10 @@ def decode_and_transform(self, video_file, pts_list, height, width, device): reader.seek(pts) frame = next(reader) frames.append(frame["data"].permute(1, 2, 0)) - frames = [frame.to(device) for frame in frames] - frames = self.transforms_v2.functional.resize(frames, (height, width)) + frames = [ + self.transforms_v2.functional.resize(frame.to(device), (height, width)) + for frame in frames + ] return frames @@ -261,10 +263,8 @@ def __init__(self, num_ffmpeg_threads=None, device="cpu"): ) self._device = device - import torchvision # noqa: F401 from torchvision.transforms import v2 as transforms_v2 - self.torchvision = torchvision self.transforms_v2 = transforms_v2 def get_frames_from_video(self, video_file, pts_list): @@ -372,8 +372,10 @@ def decode_and_transform(self, video_file, pts_list, height, width, device): stream_reader.fill_buffer() clip = stream_reader.pop_chunks() frames.append(clip[0][0]) - frames = [frame.to(device) for frame in frames] - frames = self.transforms_v2.functional.resize(frames, (height, width)) + frames = [ + self.transforms_v2.functional.resize(frame.to(device), (height, width)) + for frame in frames + ] return frames @@ -595,8 +597,6 @@ def run_benchmarks( results = [] df_data = [] verbose = False - # TODO: change this back before landing. - min_runtime_seconds = 0.1 for video_file_path in video_files_paths: metadata = get_metadata(video_file_path) metadata_label = f"{metadata.codec} {metadata.width}x{metadata.height}, {metadata.duration_seconds}s {metadata.average_fps}fps" diff --git a/benchmarks/decoders/benchmark_readme_chart.png b/benchmarks/decoders/benchmark_readme_chart.png index 28ceabe4adf8b0588f761d786164e3e289827079..b234db15ce2654a0c31c08b76017a0420f49e7e8 100644 GIT binary patch literal 109149 zcmeFZX*ky1+6R0|Q6g!kqLc=b6p4%(3YD2s2+3H=ka;MPA%zT0h72K7L}i`{l_62) zLgtywyua0b@8`p_pW}ExzF*$^*zLVRqd8@ReADi)Zmaf>zQOtW?aeS=s1X7*NjXTHQ1=w=y%<+jZN(!qV9M#<9bK 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= ["libx264"] patterns = ["mandelbrot"] fpses = [60] @@ -68,6 +68,7 @@ def main() -> None: # These are the number of uniform seeks we do in the seek+decode benchmark. num_samples = 10 video_files_paths = list(Path(videos_dir_path).glob("*.mp4")) + assert len(video_files_paths) == 2, "Expected exactly 2 videos" df_data = run_benchmarks( decoder_dict, video_files_paths, From 35d86c3e4fff4851b8264ef91b652f47693d5779 Mon Sep 17 00:00:00 2001 From: Ahmad Sharif Date: Tue, 19 Nov 2024 05:05:56 -0800 Subject: [PATCH 6/6] . --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 14b32452..8643e0e3 100644 --- a/README.md +++ b/README.md @@ -185,7 +185,8 @@ format you want. Refer to Nvidia's GPU support matrix for more details ## Benchmark Results -The following was generated by running [our benchmark script](./benchmarks/decoders/generate_readme_data.py) on a lightly loaded 56-core machine. +The following was generated by running [our benchmark script](./benchmarks/decoders/generate_readme_data.py) on a lightly loaded 22-core machine with an Nvidia A100 with +5 [NVDEC decoders](https://docs.nvidia.com/video-technologies/video-codec-sdk/12.1/nvdec-application-note/index.html#). ![benchmark_results](./benchmarks/decoders/benchmark_readme_chart.png)