Bugfix/5487 auto lr ordering #5638

noamzilo · 2021-01-24T14:47:00Z

What does this PR do?

before: auto learning rate finder fails AFTER optimization due to misconfiguration
after: auto learning rate finder fails BEFORE optimization due to misconfiguration, and user can fail faster.

Fixes #5487

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…slowly

pep8speaks · 2021-01-24T14:47:04Z

Hello @noamzilo! Thanks for updating this PR.

There are currently no PEP 8 issues detected in this Pull Request. Cheers! 🍻

Comment last updated at 2021-02-01 13:09:50 UTC

…mzilo/pytorch-lightning into bugfix/5487_auto_lr_ordering

noamzilo · 2021-01-24T15:16:27Z

To the maintainers:

I have added a test that requires pip install pytest-timeout

Currently, I am getting the error

_______________ ERROR collecting tests/trainer/test_lr_finder.py _______________
'timeout' not found in markers configuration option
_______________ ERROR collecting tests/trainer/test_lr_finder.py _______________
'timeout' not found in markers configuration option

Will it be possible to install this library so the test will pass?

If not, please recommend what I should use instead so I will be able to change the code.

carmocca · 2021-01-24T23:31:11Z

test that requires pip install pytest-timeout

why is it required?

If you are just changing the order of the check, we probably don't need a test for it. Usually you want to test your changes but there's no need to test the call order. And if there was, you could do it by mocking the called functions and checking the order.

pytorch_lightning/tuner/lr_finder.py

noamzilo · 2021-01-25T01:05:11Z

test that requires pip install pytest-timeout

why is it required?

If you are just changing the order of the check, we probably don't need a test for it. Usually you want to test your changes but there's no need to test the call order. And if there was, you could do it by mocking the called functions and checking the order.

actually the call order that wasn't tested is what is PR is about. I could just delete the test... should I do that? I think this tests that the user experience is such that no waiting for errors can occur, not just that the calls happen in order.

About the code comment - will commit the str return soon.

tchaton

LGTM !

tests/trainer/test_lr_finder.py

pytorch_lightning/tuner/lr_finder.py

tests/trainer/test_lr_finder.py

tests/trainer/flags/test_fast_dev_run.py

pytorch_lightning/tuner/lr_finder.py

.

codecov · 2021-01-30T10:31:53Z

Codecov Report

Merging #5638 (042bfda) into master (d71659b) will decrease coverage by 0%.
The diff coverage is 92%.

@@           Coverage Diff           @@
##           master   #5638    +/-   ##
=======================================
- Coverage      93%     93%    -0%     
=======================================
  Files         134     134            
  Lines       10056    9919   -137     
=======================================
- Hits         9399    9241   -158     
- Misses        657     678    +21

Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>

pytorch_lightning/tuner/lr_finder.py

tests/trainer/test_lr_finder.py

@carmocca

* started to write failing test. just getting into the framework... * started to write failing test. just getting into the framework... * added failing test for misconfiguration of lr finder * made test startup quickly. making sure without the fix it also fails slowly * improved test * fixed for linter * fixed for linter * yet another fix for the linter * yet another fix for the linter * fixed comment by @carmocca * fixed comment by @carmocca * Fix test * chlog * Apply suggestions from code review * Fix test * Update pytorch_lightning/tuner/lr_finder.py Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com> * Update pytorch_lightning/tuner/lr_finder.py Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com> * Update tests/trainer/test_lr_finder.py * Update pytorch_lightning/tuner/lr_finder.py Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com> * Update pytorch_lightning/tuner/lr_finder.py Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com> * Update pytorch_lightning/tuner/lr_finder.py * Update tests/trainer/test_lr_finder.py Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com> Co-authored-by: Jirka Borovec <jirka.borovec@seznam.cz> Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com> Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com> Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>

@carmocca

* started to write failing test. just getting into the framework... * started to write failing test. just getting into the framework... * added failing test for misconfiguration of lr finder * made test startup quickly. making sure without the fix it also fails slowly * improved test * fixed for linter * fixed for linter * yet another fix for the linter * yet another fix for the linter * fixed comment by @carmocca * fixed comment by @carmocca * Fix test * chlog * Apply suggestions from code review * Fix test * Update pytorch_lightning/tuner/lr_finder.py Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com> * Update pytorch_lightning/tuner/lr_finder.py Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com> * Update tests/trainer/test_lr_finder.py * Update pytorch_lightning/tuner/lr_finder.py Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com> * Update pytorch_lightning/tuner/lr_finder.py Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com> * Update pytorch_lightning/tuner/lr_finder.py * Update tests/trainer/test_lr_finder.py Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com> Co-authored-by: Jirka Borovec <jirka.borovec@seznam.cz> Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com> Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com> Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>

@carmocca

* started to write failing test. just getting into the framework... * started to write failing test. just getting into the framework... * added failing test for misconfiguration of lr finder * made test startup quickly. making sure without the fix it also fails slowly * improved test * fixed for linter * fixed for linter * yet another fix for the linter * yet another fix for the linter * fixed comment by @carmocca * fixed comment by @carmocca * Fix test * chlog * Apply suggestions from code review * Fix test * Update pytorch_lightning/tuner/lr_finder.py Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com> * Update pytorch_lightning/tuner/lr_finder.py Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com> * Update tests/trainer/test_lr_finder.py * Update pytorch_lightning/tuner/lr_finder.py Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com> * Update pytorch_lightning/tuner/lr_finder.py Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com> * Update pytorch_lightning/tuner/lr_finder.py * Update tests/trainer/test_lr_finder.py Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com> Co-authored-by: Jirka Borovec <jirka.borovec@seznam.cz> Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com> Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com> Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>

noamzilo added 5 commits January 15, 2021 18:32

started to write failing test. just getting into the framework...

7952b79

started to write failing test. just getting into the framework...

7e2fa62

added failing test for misconfiguration of lr finder

edc9ed9

made test startup quickly. making sure without the fix it also fails …

d24b797

…slowly

improved test

b51a754

noamzilo requested review from awaelchli, Borda, justusschock, SeanNaren, tchaton and williamFalcon as code owners January 24, 2021 14:47

noamzilo added 6 commits January 24, 2021 16:48

Merge branch 'master' into bugfix/5487_auto_lr_ordering

0ca79c8

fixed for linter

c34042c

Merge branch 'bugfix/5487_auto_lr_ordering' of https://github.com/noa…

0ccefb2

…mzilo/pytorch-lightning into bugfix/5487_auto_lr_ordering

fixed for linter

e7a6c36

yet another fix for the linter

874178c

yet another fix for the linter

404bc9c

noamzilo mentioned this pull request Jan 24, 2021

auto learning rate finder fails AFTER optimization due to misconfiguration #5487

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carmocca reviewed Jan 24, 2021

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noamzilo added 2 commits January 25, 2021 02:58

Merge branch 'master' into bugfix/5487_auto_lr_ordering

7f1bae7

fixed comment by @carmocca

c6dedc8

fixed comment by @carmocca

03756f2

Borda added the bug Something isn't working label Jan 25, 2021

Borda added this to the 1.1.x milestone Jan 25, 2021

Borda assigned carmocca Jan 26, 2021

Borda requested a review from carmocca January 26, 2021 23:40

mergify bot and others added 2 commits January 29, 2021 13:08

Merge branch 'master' into bugfix/5487_auto_lr_ordering

3bc6ae1

Fix test

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tchaton approved these changes Jan 29, 2021

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Merge branch 'master' into bugfix/5487_auto_lr_ordering

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rohitgr7 disabled auto-merge January 29, 2021 18:27

Merge branch 'master' into bugfix/5487_auto_lr_ordering

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mergify bot and others added 7 commits January 31, 2021 13:18

Merge branch 'master' into bugfix/5487_auto_lr_ordering

8d01dd3

Merge branch 'master' into bugfix/5487_auto_lr_ordering

7ee4056

Update pytorch_lightning/tuner/lr_finder.py

15ec3cd

Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>

Update pytorch_lightning/tuner/lr_finder.py

1008706

Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>

Update tests/trainer/test_lr_finder.py

030d6e8

Update pytorch_lightning/tuner/lr_finder.py

70359a3

Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>

Update pytorch_lightning/tuner/lr_finder.py

99f09f7

Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>

carmocca requested a review from rohitgr7 February 1, 2021 00:58

Merge branch 'master' into bugfix/5487_auto_lr_ordering

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rohitgr7 merged commit 9174fab into Lightning-AI:master Feb 1, 2021

rohitgr7 mentioned this pull request Feb 15, 2021

update lr_finder to check for attribute if not running fast_dev_run #5990

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Bugfix/5487 auto lr ordering #5638

Bugfix/5487 auto lr ordering #5638

noamzilo commented Jan 24, 2021 •

edited by carmocca

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Bugfix/5487 auto lr ordering #5638

Bugfix/5487 auto lr ordering #5638

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noamzilo commented Jan 24, 2021 • edited by carmocca Loading

What does this PR do?

Before submitting

PR review

Did you have fun?

pep8speaks commented Jan 24, 2021 • edited Loading

Comment last updated at 2021-02-01 13:09:50 UTC

noamzilo commented Jan 24, 2021

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