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Fixes #2459

Description:
Based on PR #2470 . Tests are added.

Check list:

  • New tests are added (if a new feature is added)
  • New doc strings: description and/or example code are in RST format
  • Documentation is updated (if required)

sadra-barikbin and others added 30 commits January 22, 2022 23:03
…#2459)

I  have not changed the behavior of AMP, APEX, TPU as I don't have the means to test it.
@github-actions github-actions bot added the module: engine Engine module label Apr 19, 2022
@sadra-barikbin sadra-barikbin changed the title Fix 2459 Fix zero_grad place resulting in zero logs Apr 19, 2022
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Thanks for the PR @sadra-barikbin
Few comments to make it better

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Thanks @sadra-barikbin , lgtm

@vfdev-5 vfdev-5 merged commit f14b184 into pytorch:master May 1, 2022
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vfdev-5 commented May 1, 2022

vfdev-5 added a commit that referenced this pull request May 1, 2022
vfdev-5 added a commit that referenced this pull request May 1, 2022
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GradsScalarHandler logs 0 gradients if default update function is used
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