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@Benjamin-eecs Benjamin-eecs changed the title Add adamw optimizer Add AdamW optimizer Jul 27, 2022
@Benjamin-eecs Benjamin-eecs linked an issue Jul 27, 2022 that may be closed by this pull request
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@Benjamin-eecs Benjamin-eecs added the enhancement New feature or request label Jul 27, 2022
@Benjamin-eecs Benjamin-eecs added this to the 0.5.0 milestone Jul 27, 2022
@Benjamin-eecs Benjamin-eecs self-assigned this Jul 27, 2022
@XuehaiPan XuehaiPan added the feature New feature label Jul 27, 2022
@Benjamin-eecs Benjamin-eecs marked this pull request as ready for review August 4, 2022 19:32
@Benjamin-eecs Benjamin-eecs changed the title Add AdamW optimizer feat: AdamW optimizer Sep 3, 2022
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codecov-commenter commented Sep 4, 2022

Codecov Report

Merging #44 (0f5c90a) into main (218d4e0) will increase coverage by 0.20%.
The diff coverage is 66.66%.

@@            Coverage Diff             @@
##             main      #44      +/-   ##
==========================================
+ Coverage   62.20%   62.41%   +0.20%     
==========================================
  Files          26       28       +2     
  Lines         987     1075      +88     
==========================================
+ Hits          614      671      +57     
- Misses        373      404      +31     
Flag Coverage Δ
unittests 62.41% <66.66%> (+0.20%) ⬆️

Flags with carried forward coverage won't be shown. Click here to find out more.

Impacted Files Coverage Δ
torchopt/_src/base.py 80.00% <ø> (ø)
torchopt/_src/hook.py 35.71% <0.00%> (ø)
torchopt/_src/optimizer/adam.py 100.00% <ø> (ø)
torchopt/_src/optimizer/meta/adam.py 87.50% <ø> (ø)
torchopt/_src/optimizer/meta/base.py 33.33% <ø> (ø)
torchopt/_src/optimizer/meta/rmsprop.py 87.50% <ø> (ø)
torchopt/_src/optimizer/meta/sgd.py 85.71% <ø> (ø)
torchopt/_src/optimizer/rmsprop.py 100.00% <ø> (ø)
torchopt/_src/optimizer/sgd.py 100.00% <ø> (ø)
torchopt/_src/transform.py 75.87% <55.55%> (-4.36%) ⬇️
... and 7 more

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XuehaiPan
XuehaiPan previously approved these changes Sep 5, 2022
@XuehaiPan XuehaiPan changed the title feat: AdamW optimizer feat: add AdamW optimizer Sep 5, 2022
@XuehaiPan XuehaiPan merged commit 7e7efda into metaopt:main Sep 5, 2022
@Benjamin-eecs Benjamin-eecs deleted the feature/adamw branch September 5, 2022 09:04
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[Feature Request] AdamW support

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