Unverified Commit eba853e1 authored by Prabhat Roy's avatar Prabhat Roy Committed by GitHub
Browse files

Updated gpu decoder test to use parametrize (#5328)

* Updated gpu decoder test to use parametrize

* Remove list comprehension
parent 5b825901
...@@ -12,30 +12,31 @@ except ImportError: ...@@ -12,30 +12,31 @@ except ImportError:
VIDEO_DIR = os.path.join(os.path.dirname(os.path.abspath(__file__)), "assets", "videos") VIDEO_DIR = os.path.join(os.path.dirname(os.path.abspath(__file__)), "assets", "videos")
test_videos = [
"RATRACE_wave_f_nm_np1_fr_goo_37.avi",
"TrumanShow_wave_f_nm_np1_fr_med_26.avi",
"v_SoccerJuggling_g23_c01.avi",
"v_SoccerJuggling_g24_c01.avi",
"R6llTwEh07w.mp4",
"SOX5yA1l24A.mp4",
"WUzgd7C1pWA.mp4",
]
@pytest.mark.skipif(_HAS_VIDEO_DECODER is False, reason="Didn't compile with support for gpu decoder") @pytest.mark.skipif(_HAS_VIDEO_DECODER is False, reason="Didn't compile with support for gpu decoder")
class TestVideoGPUDecoder: class TestVideoGPUDecoder:
@pytest.mark.skipif(av is None, reason="PyAV unavailable") @pytest.mark.skipif(av is None, reason="PyAV unavailable")
def test_frame_reading(self): @pytest.mark.parametrize(
for test_video in test_videos: "video_file",
full_path = os.path.join(VIDEO_DIR, test_video) [
decoder = VideoReader(full_path, device="cuda:0") "RATRACE_wave_f_nm_np1_fr_goo_37.avi",
with av.open(full_path) as container: "TrumanShow_wave_f_nm_np1_fr_med_26.avi",
for av_frame in container.decode(container.streams.video[0]): "v_SoccerJuggling_g23_c01.avi",
av_frames = torch.tensor(av_frame.to_rgb(src_colorspace="ITU709").to_ndarray()) "v_SoccerJuggling_g24_c01.avi",
vision_frames = next(decoder)["data"] "R6llTwEh07w.mp4",
mean_delta = torch.mean(torch.abs(av_frames.float() - vision_frames.cpu().float())) "SOX5yA1l24A.mp4",
assert mean_delta < 0.75 "WUzgd7C1pWA.mp4",
],
)
def test_frame_reading(self, video_file):
full_path = os.path.join(VIDEO_DIR, video_file)
decoder = VideoReader(full_path, device="cuda:0")
with av.open(full_path) as container:
for av_frame in container.decode(container.streams.video[0]):
av_frames = torch.tensor(av_frame.to_rgb(src_colorspace="ITU709").to_ndarray())
vision_frames = next(decoder)["data"]
mean_delta = torch.mean(torch.abs(av_frames.float() - vision_frames.cpu().float()))
assert mean_delta < 0.75
@pytest.mark.skipif(av is None, reason="PyAV unavailable") @pytest.mark.skipif(av is None, reason="PyAV unavailable")
@pytest.mark.parametrize("keyframes", [True, False]) @pytest.mark.parametrize("keyframes", [True, False])
...@@ -65,16 +66,27 @@ class TestVideoGPUDecoder: ...@@ -65,16 +66,27 @@ class TestVideoGPUDecoder:
assert mean_delta < 0.75 assert mean_delta < 0.75
@pytest.mark.skipif(av is None, reason="PyAV unavailable") @pytest.mark.skipif(av is None, reason="PyAV unavailable")
def test_metadata(self): @pytest.mark.parametrize(
for test_video in test_videos: "video_file",
full_path = os.path.join(VIDEO_DIR, test_video) [
decoder = VideoReader(full_path, device="cuda:0") "RATRACE_wave_f_nm_np1_fr_goo_37.avi",
video_metadata = decoder.get_metadata()["video"] "TrumanShow_wave_f_nm_np1_fr_med_26.avi",
with av.open(full_path) as container: "v_SoccerJuggling_g23_c01.avi",
video = container.streams.video[0] "v_SoccerJuggling_g24_c01.avi",
av_duration = float(video.duration * video.time_base) "R6llTwEh07w.mp4",
assert math.isclose(video_metadata["duration"], av_duration, rel_tol=1e-2) "SOX5yA1l24A.mp4",
assert math.isclose(video_metadata["fps"], video.base_rate, rel_tol=1e-2) "WUzgd7C1pWA.mp4",
],
)
def test_metadata(self, video_file):
full_path = os.path.join(VIDEO_DIR, video_file)
decoder = VideoReader(full_path, device="cuda:0")
video_metadata = decoder.get_metadata()["video"]
with av.open(full_path) as container:
video = container.streams.video[0]
av_duration = float(video.duration * video.time_base)
assert math.isclose(video_metadata["duration"], av_duration, rel_tol=1e-2)
assert math.isclose(video_metadata["fps"], video.base_rate, rel_tol=1e-2)
if __name__ == "__main__": if __name__ == "__main__":
......
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