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Fix VAIL #5546

Merged
merged 2 commits into from
Sep 23, 2021
Merged

Fix VAIL #5546

merged 2 commits into from
Sep 23, 2021

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andrewcoh
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Proposed change(s)

Fixes the implementation of the variational bottleneck in VAIL which was using torch.normal. torch.normal is not reparameterized and gradients are broken.

Useful links (Github issues, JIRA tickets, ML-Agents forum threads etc.)

Types of change(s)

  • Bug fix
  • New feature
  • Code refactor
  • Breaking change
  • Documentation update
  • Other (please describe)

Checklist

  • Added tests that prove my fix is effective or that my feature works
  • Updated the changelog (if applicable)
  • Updated the documentation (if applicable)
  • Updated the migration guide (if applicable)

Other comments

@andrewcoh andrewcoh changed the title fix vail, reduce test iterations Fix VAIL Sep 23, 2021
@andrewcoh andrewcoh merged commit 4f43c40 into main Sep 23, 2021
@delete-merged-branch delete-merged-branch bot deleted the fix-vail-noise branch September 23, 2021 19:31
maryamhonari pushed a commit that referenced this pull request Sep 24, 2021
@github-actions github-actions bot locked as resolved and limited conversation to collaborators Sep 23, 2022
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2 participants