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Refactor GW initialization #133

Merged
merged 7 commits into from
Sep 5, 2022
Merged

Refactor GW initialization #133

merged 7 commits into from
Sep 5, 2022

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michalk8
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@michalk8 michalk8 commented Sep 1, 2022

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@michalk8 michalk8 self-assigned this Sep 1, 2022
@michalk8 michalk8 added the enhancement New feature or request label Sep 1, 2022
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Codecov Report

Merging #133 (336f897) into main (1419513) will increase coverage by 0.13%.
The diff coverage is 89.65%.

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@@            Coverage Diff             @@
##             main     #133      +/-   ##
==========================================
+ Coverage   83.17%   83.30%   +0.13%     
==========================================
  Files          48       48              
  Lines        4713     4715       +2     
  Branches      512      512              
==========================================
+ Hits         3920     3928       +8     
+ Misses        650      649       -1     
+ Partials      143      138       -5
Impacted Files Coverage Δ
ott/core/gw_barycenter.py 74.50% <0.00%> (+0.72%) ⬆️
ott/core/gromov_wasserstein.py 92.45% <93.75%> (-0.89%) ⬇️
ott/core/quad_problems.py 87.55% <100.00%> (+0.58%) ⬆️
ott/core/was_solver.py 95.12% <100.00%> (ø)
ott/core/sinkhorn.py 98.02% <0.00%> (+0.79%) ⬆️
ott/core/initializers_lr.py 81.89% <0.00%> (+2.58%) ⬆️

marcocuturi
marcocuturi approved these changes Sep 5, 2022
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Thanks for this Michal!

ott/core/gromov_wasserstein.py Show resolved Hide resolved
ott/core/quad_problems.py Show resolved Hide resolved
@michalk8 michalk8 marked this pull request as ready for review September 5, 2022 12:20
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michalk8 commented Sep 5, 2022

Looks like the broken tests (related to computing Hessians for Sinkhorn) are related to the new jax version (0.3.17), using 0.3.16 they pass.
Just tested this running pytest -k "test_hessian_sinkhorn[True-0.93-0.91-shape6-0]", it's due to jax-ml/jax#12041.

@michalk8 michalk8 merged commit 19c537e into ott-jax:main Sep 5, 2022
@michalk8 michalk8 deleted the feature/gwlr-initialization branch September 5, 2022 14:27
michalk8 added a commit that referenced this pull request Jun 27, 2024
@michalk8
Refactor GW initialization (#133)
eaa81be 
* Refactor GW initialization

* Fix rank being traced

* Fix not re-using init from previous iters in GW

* Fix tests

* Simplify LRGW iniitalization

* Regenerate GWLR notebook

* Fix old code in test scaling
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@LaetitiaPapaxanthos LaetitiaPapaxanthos LaetitiaPapaxanthos left review comments

@marcocuturi marcocuturi marcocuturi approved these changes

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