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Clamp neg probability in freeanchor #4082

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merged 3 commits into from
Nov 18, 2020

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ZwwWayne
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This PR tries to resolve the training instability of FreeAnchor when the probabilities are very close to 1 or 0.

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codecov bot commented Nov 10, 2020

Codecov Report

Merging #4082 (1c2b9f5) into master (5853fa4) will increase coverage by 0.07%.
The diff coverage is 70.37%.

Impacted file tree graph

@@            Coverage Diff             @@
##           master    #4082      +/-   ##
==========================================
+ Coverage   61.88%   61.96%   +0.07%     
==========================================
  Files         224      225       +1     
  Lines       16619    16644      +25     
  Branches     2809     2814       +5     
==========================================
+ Hits        10285    10313      +28     
+ Misses       5835     5832       -3     
  Partials      499      499              
Flag Coverage Δ
unittests 61.91% <70.37%> (+0.06%) ⬆️

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

Impacted Files Coverage Δ
...mdet/models/dense_heads/free_anchor_retina_head.py 21.33% <0.00%> (-0.89%) ⬇️
mmdet/models/necks/channel_mapper.py 84.21% <84.21%> (ø)
mmdet/models/dense_heads/ssd_head.py 92.04% <100.00%> (+0.18%) ⬆️
mmdet/models/necks/__init__.py 100.00% <100.00%> (ø)
mmdet/models/dense_heads/corner_head.py 76.77% <0.00%> (+1.91%) ⬆️
mmdet/models/detectors/cornernet.py 100.00% <0.00%> (+5.12%) ⬆️

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@ZwwWayne ZwwWayne merged commit f382ec8 into open-mmlab:master Nov 18, 2020
@ZwwWayne ZwwWayne deleted the fix-freeanchor branch May 2, 2021 13:46
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2 participants