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09482fb64f4dadbd08cf443a7e7c97f96bc0e61e
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870 Commits
Author SHA1 Message Date
Adrian WälchliandWilliam Falcon 09482fb64f Fix Inconsistencies after introducing *_step_end and *_epoch_end (#1072) 
* fix copy-paste errors after renaming *_end methods

* line too long

* update

* Update lightning.py

* Update lightning.py

* Update lightning.py

Co-authored-by: William Falcon <waf2107@columbia.edu>
 2020-03-06 10:33:17 -05:00
William Falcon b183782e83 updated test 2020-03-06 07:05:33 -05:00
William Falcon f6f11d31d3 updated test 2020-03-06 06:57:14 -05:00
Jirka Borovec 6bc7132c99 fix deprecated warnings (#1048) 
* fix deprecated warnings

* deprecated
 2020-03-06 06:45:59 -05:00
William Falcon d80215ed9d Docs2 (#1069) 
* new image

* new image
 2020-03-06 06:33:28 -05:00
William Falcon f996c2892f Docs (#1068) 
* prepare_data assignment

* prepare_data assignment

* prepare_data assignment

* prepare_data assignment

* prepare_data assignment

* new image
 2020-03-06 06:25:24 -05:00
William Falcon 6f2b296b64 prepare_data before spawns (#1067) 
* prepare_data assignment

* prepare_data assignment

* prepare_data assignment

* prepare_data assignment

* prepare_data assignment

* prepare_data assignment
 2020-03-06 05:49:18 -05:00
Jeremy Jordan e171c4000e fix Trainer docs example indent and warnings (#1065) 
* fix example indent and warnings

* appease the linter
 2020-03-05 22:25:18 -05:00
Jeremy Jordan c5b81d04c7 add docs title (#1063) 2020-03-05 22:25:05 -05:00
Jeremy Jordan 3c85332661 remove extra whitespace (#1060) 2020-03-05 22:20:59 -05:00
William Falcon 15e268d6df Coverage (#1058) 
* docs

* docs

* docs

* docs
 2020-03-05 19:49:18 -05:00
William Falcon bb7356bcaa Docs12 (#1057) 
* docs

* docs
 2020-03-05 18:58:23 -05:00
William Falcon 8827bd3a3b Docs format - Trainer & LModule (#1055) 
* format Trainer

* format LModule

* format LModule

* linted

* Update lightning.py

Co-authored-by: William Falcon <waf2107@columbia.edu>
 2020-03-05 18:52:17 -05:00
William Falcon 8ff19dda22 Docs11 (#1054) 
* training_end to training_step_end

* training_end to training_step_end

* training_end to training_step_end

* training_end to training_step_end

* training_end to training_step_end
 2020-03-05 13:11:06 -05:00
William Falcon 29faea1862 Steps (#1051) 
* training_end renamed to training_step_end

* training_end renamed to training_step_end

* training_end renamed to training_step_end

* training_end renamed to training_step_end

* training_end to training_step_end

* training_end to training_step_end

* training_end to training_step_end

* training_end to training_step_end

* fix lost model reference

* training_end to training_step_end

* training_end to training_step_end

* training_end to training_step_end

* training_end to training_step_end

* training_end to training_step_end

* training_end to training_step_end

* training_end to training_step_end

* training_end to training_step_end

* training_end to training_step_end

* training_end to training_step_end

* training_end to training_step_end

* training_end to training_step_end

* training_end to training_step_end

* training_end to training_step_end

* training_end to training_step_end

* training_end to training_step_end

* training_end to training_step_end

* training_end to training_step_end

* training_end to training_step_end

* training_end to training_step_end

* training_end to training_step_end

* training_end to training_step_end

* training_end to training_step_end

* training_end to training_step_end

* training_end to training_step_end

* training_end to training_step_end

* training_end to training_step_end

* training_end to training_step_end
 2020-03-05 12:32:45 -05:00
William FalconandJirka Borovec 969e929a48 Learning rate stepping option (#941) 
* remove deprecated args to learning rate step function

* step based scheduler

* mixing models for testing

* fix styling

* tests

* update documentation

* smaller fix

* update to dict structure

* updated test

* update documentation

* update CHANGELOG.md

* fix styling

* fix problems with trainer io

* fix tests

* simplification of code

* fix styling

* change from batch to step

* update to tests

* fix styling

* fixed some logic

* Update pytorch_lightning/core/lightning.py

* duplicated test

* fix test on amp

* small update to tests

* added monitor key for ReduceLROnPlateau

* Update trainer.py

* Update training_loop.py

* fix test after introducing monitor keyword

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: William Falcon <waf2107@columbia.edu>
 2020-03-05 06:48:54 -05:00
William FalconandJirka Borovec bcb45d906d proper checkpoint implementation (#1043) 
* enabled early stopping/checkpooiunt even  without val step

* enabled early stopping/checkpooiunt even  without val step

* enabled early stopping/checkpooiunt even  without val step

* enabled early stopping/checkpooiunt even  without val step

* enabled early stopping/checkpooiunt even  without val step

* enabled early stopping/checkpooiunt even  without val step

* enabled early stopping/checkpooiunt even  without val step

* enabled early stopping/checkpooiunt even  without val step

* enabled early stopping/checkpooiunt even  without val step

* enabled early stopping/checkpooiunt even  without val step

* enabled early stopping/checkpooiunt even  without val step

* enabled early stopping/checkpooiunt even  without val step

* enabled early stopping/checkpooiunt even  without val step

* enabled early stopping/checkpooiunt even  without val step

* enabled early stopping/checkpooiunt even  without val step

* enabled early stopping/checkpooiunt even  without val step

* enabled early stopping/checkpooiunt even  without val step

* enabled early stopping/checkpooiunt even  without val step

* enabled early stopping/checkpooiunt even  without val step

* enabled early stopping/checkpooiunt even  without val step

* enabled early stopping/checkpooiunt even  without val step

* enabled early stopping/checkpooiunt even  without val step

* enabled early stopping/checkpooiunt even  without val step

* enabled early stopping/checkpooiunt even  without val step

* enabled early stopping/checkpooiunt even  without val step

* enabled early stopping/checkpooiunt even  without val step

* enabled early stopping/checkpooiunt even  without val step

* enabled early stopping/checkpooiunt even  without val step

* name formatting

* version

* testing

* add test

* fix test

* Update model_checkpoint.py

* doctests

* pylint

* tests

* debug

* debug

* enabled early stopping/checkpooiunt even  without val step

* fix MNIST download (#1044)

* fix MNIST download

* simple

* name formatting

* version

* testing

* add test

* fix test

* doctests

* tests

* debug

* debug

* rebased 1041

* rebased 1041

* tests

* rebased 1041

* rebased 1041

* rebased 1041

* rebased 1041

* rebased 1041

* rebased 1041

* rebased 1041

* rebased 1041

* rebased 1041

* rebased 1041

* rebased 1041

* rebased 1041

* rebased 1041

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
 2020-03-04 23:02:19 -05:00
Jirka BorovecandWilliam Falcon e586ed4767 hparams as dict [blocked by 1041] (#1029) 
* hparams as dict

* hparams as dict

* fixing

* fixing

* fixing

* fixing

* typing

* typing

* chnagelog

* update set hparams

* use setter

* simplify

* chnagelog

* imports

* pylint

* typing

* Update training_io.py

* Update training_io.py

* Update lightning.py

* Update test_trainer.py

* Update __init__.py

* Update base.py

* Update utils.py

* Update test_trainer.py

* Update training_io.py

* Update test_trainer.py

* Update test_trainer.py

* Update test_trainer.py

* Update test_trainer.py

* Update callback_config.py

* Update callback_config.py

* Update test_trainer.py

Co-authored-by: William Falcon <waf2107@columbia.edu>
 2020-03-04 09:33:39 -05:00
William Falcon 6a39573267 lint 2020-03-03 16:57:49 -05:00
William Falcon f6934e5f14 Docs5 (#1033) 
* changed path

* changed path

* changed path

* changed path

* changed path

* changed path

* changed path

* changed path

* changed path

* changed path

* changed path

* added cv

* added cv

* added cv

* added cv

* added cv

* added cv

* added cv

* added cv

* added cv

* added cv

* added cv

* added cv

* added cv

* added cv

* added cv

* added cv

* added cv
 2020-03-03 16:42:49 -05:00
Jirka BorovecandWilliam Falcon 64de57b09e update checkpoint docs (#1016) 
* update checkpoint docs

* fix tests

* fix tests

* formatting

* typing

* filename

* fix tests

* fixing tests

* fixing tests

* fixing tests

* unique name

* fixing

* fixing

* Update model_checkpoint.py

Co-authored-by: William Falcon <waf2107@columbia.edu>
 2020-03-03 15:16:57 -05:00
William Falcon 1d11f61c36 Docs2 (#1028) 
* added community examples

* added community examples
 2020-03-03 11:39:43 -05:00
Peter YuandpeterAsapp 2ac236ebfe [Docs] hparams is not a dictionary for now (#1026) 
Co-authored-by: peterAsapp <31011756+peterAsapp@users.noreply.github.com>
 2020-03-03 11:09:58 -05:00
William FalconJirka BorovecMudit Tanwani
 		4c5e82c065 Skepticleo trainer argparser (#1023) 
* Added default parser for trainer and class method to construct trainer from default args

* Removed print statement

* Added test for constructing Trainer from command line args

* Removed extra line

* Removed redundant imports, removed whitespace from empty lines

* Fixed typo

* Updated default parser creation to get class attributes automatically

* Updated default parser creation to get class attributes automatically

* Added method to get default args for trainer

* Trimmed trainer get default args method

* Updated from argparse method to not return trainer with static arguments

* Update trainer get default args to classmethod

* adjustment

* fix

* Fixed variable name

* Update trainer.py

* Update test_trainer.py

* Update trainer.py

* Update tests/trainer/test_trainer.py

Co-Authored-By: Jirka Borovec <Borda@users.noreply.github.com>

* Update trainer.py

* Update test_trainer.py

* Update trainer.py

* Update test_trainer.py

* Update tests/trainer/test_trainer.py

Co-Authored-By: Jirka Borovec <Borda@users.noreply.github.com>

* Update pytorch_lightning/trainer/trainer.py

Co-Authored-By: Jirka Borovec <Borda@users.noreply.github.com>

* Update trainer.py

* Update test_trainer.py

Co-authored-by: Mudit Tanwani <mudittanwani@gmail.com>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
 2020-03-03 09:32:15 -05:00
William Falcon 05676de2d9 disabled early stopping by default (#1022) 2020-03-03 07:35:43 -05:00
William Falcon 67dc9bc135 fix 16 bit for TPU (#1020) 
* tpu 16 bit

* tpu 16 bit

* tpu 16 bit
 2020-03-03 00:26:59 -05:00
Jeremy Jordan 705e576417 consolidate callbacks and hooks (#950) 
* consolidate callbacks and hooks

* ensure callbacks recieve proper arg types

* remove model from init callback events

* clean up early stopping event

* update changelog

* remove on_fit_start and on_fit_end

* fix args for on_init_start and on_init_end

* handle case where early stopping is not used

* show all callback methods

* wrap checkpoint callback logic into proper class

* fix check for main process in checkpoint callback

* move callbacks test to separate file

* refactor arg checks

* get model and call hook on same line

* define trainer_options dict in one call

* add more asserts to callback test
 2020-03-02 23:51:32 -05:00
William Falcon 17891653cd handle keyboard interrupt for ddp .test() (#1019) 
* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs
 2020-03-02 23:38:47 -05:00
Bilal Khan 29cbc9e723 Fix #997 (#1018) 2020-03-02 21:51:05 -05:00
William Falcon 6dae5698ef fixes test issues on ddp (#1017) 
* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs

* updated checkpoint docs
 2020-03-02 21:50:38 -05:00
Adrian WälchliJirka BorovecWilliam FalconSho Arora
 		5458d05cd8 Merge load functions (#995) 
* Update README.md

* Update README.md

* Use callable object for patching dataloaders (#971)

* Use callable object for patching dataloaders

* Add test for ddp with dataloaders passed to fit()

* Update pytorch_lightning/trainer/trainer.py

Co-Authored-By: Jirka Borovec <Borda@users.noreply.github.com>

* Update pytorch_lightning/trainer/trainer.py

Co-Authored-By: Jirka Borovec <Borda@users.noreply.github.com>

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>

* merge load functions

* update tests

* fix documentation warnings

* fix line too long

* fix line too long

* print deprecation warning

Co-Authored-By: Jirka Borovec <Borda@users.noreply.github.com>

* move tags_csv argument to end of signature

* fix typo, update version numbers

* fix line too long

* add typing as requested

* update changelog

Co-authored-by: William Falcon <waf2107@columbia.edu>
Co-authored-by: Sho Arora <sho854@gmail.com>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
 2020-03-02 21:05:38 -05:00
Ethan Harris f862d9f691 Logger tests and fixes (#1009) 
* Refactor logger tests

* Update and add tests for wandb logger

* Update and add tests for logger bases

* Update and add tests for mlflow logger

* Improve coverage

* Updates

* Update CHANGELOG

* Updates

* Fix style

* Fix style

* Updates
 2020-03-02 20:49:14 -05:00
Jirka Borovec 04c9eb49d0 drop logging level (#1015) 2020-03-02 20:30:16 -05:00
William Falcon 2a04be0386 No auto load weights (#985) 
* remove autoload

* remove autoload

* added weights loading docs

* checkpoint loading saving docs

* checkpoint loading saving docs

* checkpoint loading saving docs

* docs (#1010)

* remove autoload

* remove autoload

* added weights loading docs

* checkpoint loading saving docs

* checkpoint loading saving docs

* checkpoint loading saving docs

* docs

* docs

* docs

* docs

* docs

* docs

* docs

* docs

* docs

* docs

* docs

* docs

* docs

* docs

* docs

* docs

* docs

* docs

* docs

* docs

* docs

* docs

* docs

* docs

* docs

* docs

* docs

* docs
 2020-03-02 17:12:22 -05:00
William Falcon e15c0419c0 docs (#1010) 2020-03-02 13:59:35 -05:00
Sho AroraandJirka Borovec d69455a466 Use callable object for patching dataloaders (#971) 
* Use callable object for patching dataloaders

* Add test for ddp with dataloaders passed to fit()

* Update pytorch_lightning/trainer/trainer.py

Co-Authored-By: Jirka Borovec <Borda@users.noreply.github.com>

* Update pytorch_lightning/trainer/trainer.py

Co-Authored-By: Jirka Borovec <Borda@users.noreply.github.com>

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
 2020-03-02 17:11:54 +01:00
William Falcon 45e0f4b369 Tutorials (#998) 
* removed abstract requirement so LightningModule == nn.Module

* default adam

* default adam

* default adam

* default adam

* default adam

* default adam

* default adam

* default adam

* default adam

* default adam

* default adam

* default adam

* default adam

* docs

* docs

* docs
 2020-03-01 22:15:55 -05:00
Nic Eggert 94afe8236c Fix load_from_checkpoint docs (#978) 
We don't (yet) support storing hparams a a dict. It *must*
be an `argparse.Namespace` for checkpoint saving and
loading to work.
 2020-02-29 11:39:24 -05:00
Jirka Borovec 479a35d94e fix docs (#982) 2020-02-28 18:48:07 -05:00
William Falcon ad80a7d638 clean docs (#967) 
* clean docs

* clean docs

* clean docs
 2020-02-27 17:21:51 -05:00
Jirka Borovec 7beed7cae6 Trainer cleanup (#934) 
* Trainer cleanup

* update abstract

* remove ...

* remove __init__

* update mixin types

* update callbacks

* fix

* lower test acc
 2020-02-27 16:21:14 -05:00
Hanbyul KimWilliam FalconJirka BorovecJeremy Jordan
 		563e2ba2c6 resolving documentation warnings (#833) 
* add more underline

* fix LightningMudule import error

* remove unneeded blank line

* escape asterisk to fix inline emphasis warning

* add PULL_REQUEST_TEMPLATE.md

* add __init__.py and import imagenet_example

* fix duplicate label

* add noindex option to fix duplicate object warnings

* remove unexpected indent

* refer explicit LightningModule

* fix minor bug

* refer EarlyStopping explicitly

* restore exclude patterns

* change the way how to refer class

* remove unused import

* update badges & drop Travis/Appveyor (#826)

* drop Travis

* drop Appveyor

* update badges

* fix missing PyPI images & CI badges (#853)

* docs - anchor links (#848)

* docs - add links

* add desc.

* add Greeting action (#843)

* add Greeting action

* Update greetings.yml

Co-authored-by: William Falcon <waf2107@columbia.edu>

* add pep8speaks (#842)

* advanced profiler describe + cleaned up tests (#837)

* add py36 compatibility

* add test case to capture previous bug

* clean up tests

* clean up tests

* Update lightning_module_template.py

* Update lightning.py

* respond lint issues

* break long line

* break more lines

* checkout conflicting files from master

* shorten url

* checkout from upstream/master

* remove trailing whitespaces

* remove unused import LightningModule

* fix sphinx bot warnings

* Apply suggestions from code review

just to trigger CI

* Update .github/workflows/greetings.yml

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: William Falcon <waf2107@columbia.edu>
Co-authored-by: Jeremy Jordan <13970565+jeremyjordan@users.noreply.github.com>
 2020-02-27 16:07:51 -05:00
Ethan Harris f5e0df390c Fix loggers and update docs (#964) 
* Fix loggers and update docs

* Update trainer.py
 2020-02-27 15:54:06 -05:00
srushandJirka Borovec 27a3be0287 TPU gradient clipping. (#963) 
* clip

* Update pytorch_lightning/trainer/training_tricks.py

Co-Authored-By: Jirka Borovec <Borda@users.noreply.github.com>

* Update pytorch_lightning/trainer/training_tricks.py

Co-Authored-By: Jirka Borovec <Borda@users.noreply.github.com>

* pull out epsilon

* add fp16 case

* Update pytorch_lightning/trainer/training_tricks.py

Co-Authored-By: Jirka Borovec <Borda@users.noreply.github.com>

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
 2020-02-27 15:46:47 -05:00
William Falcon b9418450ac clean docs (#966) 2020-02-27 07:35:20 -05:00
William Falcon f86dd55145 fixes tpu data loader bug (#957) 
* fixes tpu data loader bug

* fixes tpu data loader bug
 2020-02-26 19:29:03 -05:00
Ethan Harris b2e9607362 Refactor dataloading (#955) 
* Refactor dataloading

* Refactor dataloading

* Refactor dataloading

* Add shuffle to test
 2020-02-26 16:55:18 -05:00
Hadrien Mary be244560b2 Callbacks [wip] (#889) 
* Add callback system + associated test

* Add trainer and pl_module args to callback methods

* typing

* typo in docstring

* Switch to on_.*_start()

* fix on_test_start

* fix the mess after rebasing
 2020-02-25 23:17:27 -05:00
William Falcon 96b058c5fa added docs (#944) 2020-02-25 15:05:56 -05:00
Ir1dXDandWilliam Falcon be83e7515b feat(trainer): add enable_benchmarking option (#803) 
* feat(trainer): add enable_benchmarking option

closes #370

* Update trainer.py

* Update trainer.py

* Update trainer.py

* Update trainer.py

* Update trainer.py

* Update trainer.py

* Update trainer.py

* Update trainer.py

* add test

* try to make the lint work

* fix typo

* add test, verify torch.backends.cudnn.benchmark

* make lint happy

* make lint happy

Co-authored-by: William Falcon <waf2107@columbia.edu>
 2020-02-25 15:05:41 -05:00