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Patch for Inefficient GPU usage of GradInversion #136

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merged 11 commits into from
Apr 9, 2023
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@Koukyosyumei Koukyosyumei commented Apr 9, 2023

Close #133

  • avoid using retain_graph=True.
  • save the intermediate result on CPU, not on GPU

Co-authored-by: lokeshn011101 lokesh19055@cse.ssn.edu.in
Co-authored-by: iamyifan jeffluoyifan@gmail.com

@Koukyosyumei Koukyosyumei changed the title Patch gradinv Patch for Inefficient GPU usage of GradInversion Apr 9, 2023
@Koukyosyumei Koukyosyumei merged commit 2c663f9 into main Apr 9, 2023
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Koukyosyumei added a commit that referenced this pull request Apr 9, 2023
Koukyosyumei added a commit that referenced this pull request Apr 9, 2023
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…" (#137)" (#138)

This reverts commit 8521f05.

Co-authored-by: <lokeshn011101 lokesh19055@cse.ssn.edu.in>
Co-authored-by: <iamyifan jeffluoyifan@gmail.com>
Koukyosyumei added a commit that referenced this pull request Apr 9, 2023
Koukyosyumei added a commit that referenced this pull request Apr 9, 2023
Koukyosyumei added a commit that referenced this pull request Apr 9, 2023
Koukyosyumei added a commit that referenced this pull request Apr 9, 2023
…adInversion (#136)" (#137)" (#138)" (#139)" (#140)

This reverts commit 1d25fad.

Co-authored-by: lokeshn011101 <lokesh19055@cse.ssn.edu.in>
Co-authored-by: iamyifan <jeffluoyifan@gmail.com>
@Koukyosyumei Koukyosyumei deleted the patch_gradinv branch April 15, 2023 10:45
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Running out of GPU resource
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