[test] specify chunks for pipe/transformer benchmark #52
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Set chunks to be equal to len(balance) for pipe/transformer benchmark. Will update words per second and memory usage checks in next commit (must test on CircleCI to find appropriate values)
facebook-github-bot
added
the
CLA Signed
Did six runs for words-per-second, with results: 9144.40, 9163.91, 9993.01, 9082.82, 9155.09, 9000.67 Peak allocated bytes per device (which does not change between runs) were 193206272, 645632, 562688, 92688384 for devices 0, 1, 2 and 3, respectively
Codecov Report
@@ Coverage Diff @@
## master #52 +/- ##
=======================================
Coverage 94.28% 94.28%
=======================================
Files 35 35
Lines 2100 2100
=======================================
Hits 1980 1980
Misses 120 120
Flags with carried forward coverage won't be shown. Click here to find out more. Continue to review full report at Codecov.
|
added 2 commits
August 27, 2020 10:20
batch size was small enough that the GPU's computing power was not the bottleneck, slowing training and specifically making more chunks slower. Increasing batch size has therefore increased training speed
ran six times, with wps 36917.44, 36797.65, 37006.03, 36872.84, 37129.31, 37003.31 and peak allocated bytes 4061909504, 4050944, 10427392, 2031824896 for devices 0,1,2 and 3 respectively.
msbaines
approved these changes
Aug 27, 2020
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Set chunks to be equal to len(balance) for pipe/transformer benchmark. Will update words per second and memory usage checks in next commit (must test on CircleCI to find appropriate values)
Before submitting
What does this PR do?
Fixes #51 .
PR review
Anyone in the community is free to review the PR once the tests have passed.
If we didn't discuss your PR in Github issues there's a high chance it will not be merged.
Did you have fun?
Make sure you had fun coding 🙃