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What does this PR do?

Adds the ability to optionally log momentum values in the LearningRateMonitor.

I followed the style of the existing code, except instead of saving all momentum values I decided to only save the last value. It seemed like this attribute was only being used for testing so I decided to keep the memory footprint lower.

Fixes #4354

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codecov bot commented Oct 27, 2020

Codecov Report

Merging #4384 into master will increase coverage by 1%.
The diff coverage is 100%.

@@          Coverage Diff           @@
##           master   #4384   +/-   ##
======================================
+ Coverage      92%     93%   +1%     
======================================
  Files         111     111           
  Lines        8139    8060   -79     
======================================
- Hits         7477    7470    -7     
+ Misses        662     590   -72     

@ydcjeff ydcjeff added the feature Is an improvement or enhancement label Oct 27, 2020
@ydcjeff ydcjeff added this to the 1.1 milestone Oct 27, 2020
@mergify mergify bot requested a review from a team October 27, 2020 14:48
@ydcjeff ydcjeff modified the milestones: 1.1, 1.0.x Oct 28, 2020
@rohitgr7 rohitgr7 merged commit 1e1a422 into Lightning-AI:master Oct 28, 2020
@edenlightning edenlightning modified the milestones: 1.0.x, 1.1 Nov 4, 2020
SeanNaren pushed a commit that referenced this pull request Nov 10, 2020
* add option to log momentum

* add docstring

* refactor for cleanliness

Co-authored-by: Nicki Skafte <[email protected]>
(cherry picked from commit 1e1a422)
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Add momentum to the LearningRateMonitor

7 participants