nan detection and intervention #1097
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awaelchli
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March 9, 2020 00:49
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hey there, we have added GPU CI test, so could we kindly ask to rebase/merge master which will trigger these tests so we do not need to test it manually... Thx for your understanding 🤖 |
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Hello @awaelchli! Thanks for updating this PR. There are currently no PEP 8 issues detected in this Pull Request. Cheers! 🍻 Comment last updated at 2020-03-18 12:37:26 UTC |
Codecov Report
@@ Coverage Diff @@
## master #1097 +/- ##
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Coverage 89% 89%
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Files 62 62
Lines 3164 3173 +9
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+ Hits 2810 2820 +10
+ Misses 354 353 -1 |
added 2 commits
March 18, 2020 12:03
awaelchli
changed the title
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I think this is close to finished, just need review and core developers to comment/decide about the open question in the description above. Thanks. |
Borda
requested changes
Mar 18, 2020
Co-Authored-By: Jirka Borovec <[email protected]>
Co-Authored-By: Jirka Borovec <[email protected]>
Co-Authored-By: Jirka Borovec <[email protected]>
Co-Authored-By: Jirka Borovec <[email protected]>
Co-Authored-By: Jirka Borovec <[email protected]>
Borda
added
bug
tullie
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to tullie/pytorch-lightning
that referenced
this pull request
Apr 3, 2020
* check for nan values * test nan detection on loss * sys.exit * whitespace * detect nan and inf values in loss and params * update * added documentation * moved detect nan to training loop, remove flag for print * blank line * test * rename * deprecate print_nan_grads * deprecated print_nan_grads * remove unused imports * update changelog * fix line too long * correct deprecated version Co-Authored-By: Jirka Borovec <[email protected]> * raise exception instead of sysexit Co-Authored-By: Jirka Borovec <[email protected]> * raise exception instead of sysexit Co-Authored-By: Jirka Borovec <[email protected]> * Update pytorch_lightning/trainer/training_tricks.py Co-Authored-By: Jirka Borovec <[email protected]> * Update pytorch_lightning/trainer/training_tricks.py Co-Authored-By: Jirka Borovec <[email protected]> * fix test Co-authored-by: Jirka Borovec <[email protected]>
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Before submitting
What does this PR do?
Fixes #1008.
Open question: what happens to the
print_nan_gradsTrainer argument? is it still useful?print_nan_gradsargument and print them whenever nan is detected. Since training stops anyway, it wouldn't make sense to have this arg.PR review
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