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Disable pl optimizer temporarily to fix AMP issues #5163

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merged 7 commits into from
Dec 17, 2020
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@SeanNaren SeanNaren commented Dec 16, 2020

What does this PR do?

Temporary hotfix to address issues of #5159.

It seems in this part of the code:

https://github.com/PyTorchLightning/pytorch-lightning/blob/master/pytorch_lightning/plugins/native_amp.py#L54-L55

PL lightning optimizer results in different outputs. Not entirely sure yet but need to debug and track in the associated issue.

Fixes # (issue)

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@SeanNaren SeanNaren added bug Something isn't working priority: 0 High priority task labels Dec 16, 2020
@SeanNaren SeanNaren added this to the 1.1.x milestone Dec 16, 2020
@Borda
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Borda commented Dec 16, 2020

btw, there are quite many failing tests...

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I've added a todo and a fix (hopefully it builds fine now), seems like there is an underlying internal issue. We wrap the model in the lightning optimizer internally and never unwrap it. If a user specifies that they'd not like to wrap their model in the pl optimizer, not sure why we never unwrap cc @tchaton

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codecov bot commented Dec 16, 2020

Codecov Report

Merging #5163 (e0c9019) into master (81fd33b) will not change coverage.
The diff coverage is n/a.

@@          Coverage Diff           @@
##           master   #5163   +/-   ##
======================================
  Coverage      93%     93%           
======================================
  Files         134     134           
  Lines        9928    9928           
======================================
  Hits         9242    9242           
  Misses        686     686           

@SeanNaren SeanNaren merged commit 3910b28 into master Dec 17, 2020
@SeanNaren SeanNaren deleted the bug/amp_hotfix branch December 17, 2020 01:08
awaelchli pushed a commit that referenced this pull request Dec 18, 2020
* Disable pl optimizer temporarily to fix AMP issues

* Add todo and enable pl optimizer in the test
Borda pushed a commit that referenced this pull request Dec 23, 2020
* Disable pl optimizer temporarily to fix AMP issues

* Add todo and enable pl optimizer in the test
Borda pushed a commit that referenced this pull request Dec 29, 2020
* Disable pl optimizer temporarily to fix AMP issues

* Add todo and enable pl optimizer in the test
Borda pushed a commit that referenced this pull request Jan 4, 2021
* Disable pl optimizer temporarily to fix AMP issues

* Add todo and enable pl optimizer in the test
Borda pushed a commit that referenced this pull request Jan 4, 2021
* Disable pl optimizer temporarily to fix AMP issues

* Add todo and enable pl optimizer in the test
Borda pushed a commit that referenced this pull request Jan 5, 2021
* Disable pl optimizer temporarily to fix AMP issues

* Add todo and enable pl optimizer in the test
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4 participants