MXNet RecI/O.
mxnet: 1.0.1 network: BN-Inception machine: GTX 1080ti data classes: 101 number of frames: 3f/video frame resolution: 256x320
| | gpu | 4gpu | | --------------- | :----------------------------: | -------------------------------------- | | cv2.imread | 23.44samples/sec : 9491MB | 26.81samples/sec : 12274MB | | cv2.imread10 | 23.44samples/sec : 9481MB | 26.81samples/sec : 12274MB | | | 120.50 samples/sec : 9497MB | 464.67 samples/sec : 12298MB |
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3:video2rec.pytxtrec
4:dataloader.pyrec VideoDataIter