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Summary:
In S163230, we've found CuDNN 7 upgrade causes accuracy drop in training convolution network such as ResNeXt-101 (~0% accuracy), and video R(2+1)D (65 --> 63%).

We've fixed this in Caffe2 D9601217, and we should do the same to ATen as well.

Differential Revision: D13025486

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ezyang commented Nov 13, 2018

CC @csarofeen

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approved with comments

…13844)

Summary:
Pull Request resolved: pytorch#13844

In S163230, we've found CuDNN 7 upgrade causes accuracy drop in training convolution network such as ResNeXt-101 (~0% accuracy), and video R(2+1)D (65 --> 63%).

We've fixed this in Caffe2 D9601217, and we should do the same to ATen as well.

Reviewed By: ezyang

Differential Revision: D13025486

fbshipit-source-id: fe54180f0a97e4b759ad81b9b2bbffde4aa33047
zdevito pushed a commit to zdevito/ATen that referenced this pull request Nov 13, 2018
Summary:
Pull Request resolved: pytorch/pytorch#13844

In S163230, we've found CuDNN 7 upgrade causes accuracy drop in training convolution network such as ResNeXt-101 (~0% accuracy), and video R(2+1)D (65 --> 63%).

We've fixed this in Caffe2 D9601217, and we should do the same to ATen as well.

Reviewed By: ezyang

Differential Revision: D13025486

fbshipit-source-id: 04f4f0d9af6287b0400ca1842fb2cdac1f8cdb70
@ezyang ezyang added module: cudnn Related to torch.backends.cudnn, and CuDNN support triaged This issue has been looked at a team member, and triaged and prioritized into an appropriate module and removed triaged This issue has been looked at a team member, and triaged and prioritized into an appropriate module labels Apr 11, 2019
@ezyang ezyang added the merged label Jun 25, 2019
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module: cudnn Related to torch.backends.cudnn, and CuDNN support

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3 participants