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91 Commits
Author SHA1 Message Date
david-alexander-whiteandJirka Borovec d8cbf8d60c updated early stopping docs (#1410) 
* remove incorrect comment in training_step

* added comment for on_batch_start in hooks.py

* update early stopping docs

* typo fix

* whitespace fix

* Apply suggestions from code review

* Update docs/source/early_stopping.rst

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
 2020-04-08 08:38:53 -04:00
Adrian Wälchli 26cb5f6817 Improved docs for LightningModule (#1389) 
* improve docs for LightingModule

* fix typos

* revert a doctest

* more fixes
 2020-04-06 08:12:44 -04:00
William FalconandJirka Borovec e68ba1c836 added warnings to unimplemented methods (#1317) 
* added warnings and removed default optimizer

* opt

* Apply suggestions from code review

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
 2020-04-03 15:06:51 -04:00
Jean-Baptiste SCHIRATTI e570d2e1ca Doc fixes (#1362) 
* Doc fixes from #1357 (awaelchli's comments) + changelog.

* Fix indentation.

* Add blank line to fix doc build?
 2020-04-03 15:02:20 -04:00
Tullie Murrell b31edf37bf Change min max gpu memory to be on their own plots (#1358) 2020-04-03 14:59:27 -04:00
Jean-Baptiste SCHIRATTIandJean-Baptiste SCHIRATTI 868b172f05 Make training_epoch_end behave like validation_epoch_end (#1357) 
* Make training_epoch_end behave like validation_epoch_end + minor fixes in docstrings.

* Minor fixes (Borda's comments).

* Detach tensors in batch_output (to avoid possible memory leak) + doc fix.

Co-authored-by: Jean-Baptiste SCHIRATTI <jean-baptisteschiratti@MacBook-Pro-de-Jean-Baptiste.local>
 2020-04-03 14:43:26 +02:00
Ethan HarrisandJirka Borovec 28242f02d1 Remove default optimizer, add None optimizer option (#1279) 
* Add warning when using default optimizer

* Refactor optimizer tests to test_optimizers

* Remove default optimizer, add option to use no optimizer

* Update CHANGELOG.md

* Update pytorch_lightning/trainer/optimizers.py

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

* Fix style

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
 2020-04-02 11:48:53 -04:00
Asaf ManorandJirka Borovec aca8c7e6f3 Optimizer Frequencies logic, and new configure_optimizers (#1269) 
* init_optimizers accepts Dict, Sequence[Dict]
and returns optimizer_frequencies.
optimizer_frequencies was added as a member of Trainer.

* Optimizer frequencies logic implemented in training_loop.
Description added to configure_optimizers in LightningModule

* optimizer frequencies tests added to test_gpu

* Fixed formatting for merging PR #1269

* Apply suggestions from code review

* Apply suggestions from code review

Co-Authored-By: Asaf Manor <32155911+asafmanor@users.noreply.github.com>

* Update trainer.py

* Moving get_optimizers_iterable() outside.

* Update note

* Apply suggestions from code review

* formatting

* formatting

* Update CHANGELOG.md

* formatting

* Update CHANGELOG.md

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
 2020-03-31 16:41:24 +00:00
Jirka Borovec 6ddb03922a Profiler summary (#1259) 
* refactor and add types

* add Prorfiler summary

* fix imports

* Revert "refactor and add types"

This reverts commit b4c552fa

* changelog

* revert rename

* fix test

* mute verbose
 2020-03-31 08:57:48 -04:00
William Falcon 31a658e558 made load from checkpoint flexible (#1307) 
* made load from checkpoint flexible

* made load from checkpoint flexible

* made load from checkpoint flexible
 2020-03-30 18:28:51 -04:00
Jirka BorovecandWilliam Falcon 31017120fd fix incomplete RunningMean (#1309) 
* fix RunningMean

* changelog

* fix none

* Update supporters.py

just needed to multiply by zero for init

* Revert "Update supporters.py"

This reverts commit 7e0da6c6

* fix NaN

* formatting

Co-authored-by: William Falcon <waf2107@columbia.edu>
 2020-03-30 18:28:31 -04:00
William Falcon 31b71483c4 remove .item which causes sync issues (#1254) 
* remove .item which causes sync issues

* fixed gradient acc sched

* fixed gradient acc sched
 2020-03-29 20:20:34 -04:00
Adrian Wälchli 0b0180406b Fix outdated docs follow up (#1266) 
* save_top_k

* num_gpus

* print_nan_grads fix leftovers

* undo doctest removal
 2020-03-28 11:30:57 -04:00
Shunta Komatsu ac6692d3e4 Fix typo (#1224) 2020-03-27 08:43:12 -04:00
Jirka Borovec bec43c9f8a update docs for progress bat values (#1253) 2020-03-27 08:41:07 -04:00
Tyler YepandJirka Borovec 6772e0c197 Remove unnecessary parameters to super() in documentation and source code (#1240) 
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
 2020-03-27 12:36:50 +00:00
Jeremy JordanandJirka Borovec d394b80ac8 calling self.forward() -> self() (#1211) 
* self.forward() -> self()

* update changelog

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
 2020-03-27 08:17:56 +01:00
Jirka Borovec 45d671a4a8 CI: split tests-examples (#990) 
* CI: split tests-examples

* tests without template

* comment depends

* CircleCI typo

* add doctest

* update test req.

* CI tests

* setup macOS

* longer train

* lover pred acc

* fix model

* rename default model

* lower tests acc

* typo

* imports

* fix test optimizer

* update calls

* fix Win

* lower Drone image

* fix call

* pytorch image

* fix test

* add dev image

* add dev image

* update image

* drone volume

* lint

* update test notes

* rename tests/models >> tests/base

* group models

* conftest

* optim imports

* typos

* fix import

* fix tests

* install AMP

* tests

* fix import
 2020-03-25 07:46:27 -04:00
Adrian WälchliJirka BorovecJ. Borovec
 		792962ecc9 CI: Force docs warnings to be raised as errors (+ fix all) (#1191) 
* add argument to force warn

* fix automodule error

* fix permalink error

* fix indentation warning

* fix warning

* fix import warnings

* fix duplicate label warning

* fix bullet point indentation warning

* fix duplicate label warning

* fix "import not top level" warning

* line too long

* fix indentation

* fix bullet points indentation warning

* fix hooks warnings

* fix reference problem with excluded test_tube

* fix indentation in print

* change imports for trains logger

* remove pandas type annotation

* Update pytorch_lightning/core/lightning.py

* include bullet points inside note

* remove old quick start guide (unused)

* fix unused warning

* fix formatting

* fix duplicate label issue

* fix duplicate label warning (replaced by class ref)

* fix tick

* fix indentation warnings

* docstring ticks

* remove obsolete docstring typing

* Revert "remove old quick start guide (unused)"

This reverts commit d51bb40695442c8fa11bc9df74f6db56264f7509.

* added old quick start guide to navigation

* remove unused  tutorials file

* ignore some modules that got deprecated and are not used anymore

* fix duplicate label warning

* move examples doc and exclude pl_examples from autodoc

* fix formatting for configure_optimizer

* fix no blank line warnings

* fix "see also" labels and add paramref extension

* fix more reference problems

* fix multi-gpu reference

* fix weird warning

* fix indentation and unrecognized characters in code block

* fix warning "... not included in toctree"

* fix PIL import error

* fix duplicate target "here" warning

* fix broken link

* revert accidentally moved pl_examples

* changelog

* stdout

* note some things to know

Co-Authored-By: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: J. Borovec <jirka.borovec@seznam.cz>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
 2020-03-20 20:49:01 +01:00
authmanandJirka Borovec 711892a0a2 Fix Configuring Learning Rate Schedulers (#1177) 
* Update docs so users know the desired manner of configuring learning rate schedulers.

* update list

* as note

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
 2020-03-19 09:22:29 -04:00
Jirka BorovecbmartinnMartin.B
 		22a7264e9a improve partial Codecov (#1172) 
* ignore in setup

* show report

* abs imports

* abstract pass

* cover loggers

* doctest trains

* locals

* pass

* revert tensorboard

* use tensorboardX

* revert tensorboardX

* fix trains

* Add TrainsLogger.set_credentials (#1179)

* Add TrainsLogger.set_credentials to control trains server configuration and authentication from code. Sync trains package version.
Fix CI Trains tests

* Add global TrainsLogger set_bypass_mode (#1187)

* Add global TrainsLogger set_bypass_mode skips all external communication

Co-authored-by: bmartinn <>

* rm some no-cov

Co-authored-by: Martin.B <51887611+bmartinn@users.noreply.github.com>
 2020-03-19 09:14:29 -04:00
Abhinav Moudgil 73a911890b Backward compatibility for checkpoint loading (#1132) 
* check if hparams_type exists in checkpoint dictionary for backward compatibility

* concisely maintain backward compatibility for hparams type

* Bug fix in checkpoint loading (#1132)
 2020-03-17 18:45:36 -04:00
Jacob Zhong 1a73fa0b03 change default logger to dedicated one (#1064) 
Fix test


Fix format

Update pytorch_lightning/__init__.py
Separate imports
 2020-03-17 18:44:00 -04:00
Jirka Borovec e461ec0037 fixing Win failed import (#1163) 
* version

* try fix distrib

* update try import
 2020-03-16 20:50:36 -04:00
William Falcon 49d000c0c9 Docs (#1164) 
* fixed docs

* fixed docs

* fixed docs
 2020-03-16 20:50:14 -04:00
Jirka Borovec 774d9be357 Fix docs - missing Trainer (#1159) 
* drop pandas

* formatting
 2020-03-15 19:46:39 -04:00
Ibraheem Moosa 2232eb35d1 Fix examples that uses type_as (#1129) 2020-03-14 13:02:31 -04:00
Adrian WälchliJirka BorovecWilliam Falcon
 		3c2fd560aa Type Hints for Lightning Core (#946) 
* first pass for LightningModule typehints

* fix return types

* add missing types

* add type annotations to grads.py

* add type annotations to hooks.py

* add type annotation to memory.py

* proper docstring quotation marks

* add type annotations to saving.py

* fix cyclic import problem

* fix cyclic import problem

* add missing whitespace

* finish type hints for load_from_ methods

* docs: prepare_data does not return anything

* fix auto types in docs

* revert typehint for trainer in hook

* remove unnecessary return docs

* some fixes for memory docs

* revert typing for args kwargs

* added all missing None return types

* remove unused import

* add more details to dict/list return types

* fix line too long

* optimize imports

* linted

* Revert "linted"

This reverts commit 85559611e84e312bce64f4e73b638d4999a8439e.

* remove whitespace

* update

* update

* update

* update

* update

* changelog

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: William Falcon <waf2107@columbia.edu>
 2020-03-12 12:47:23 -04:00
Jirka Borovec 514d182b7f cleaning imports (#1032) 2020-03-12 12:41:37 -04:00
Jirka Borovec bc01b9ac1c update chnagelog (#1091) 
* update chnagelog

* update chnagelog
 2020-03-10 11:15:03 -04:00
William Falcon 21057d0064 Fixes print issues and data_loader (#1080) 
* print issue

* print issue

* print issue

* print issue

* print issue
 2020-03-06 18:14:03 -05:00
Jirka BorovecandWilliam Falcon 4896815067 remove deprecated data_loader (#1077) 
* change version in CHangelog

* warning

* remove der data_loader

Co-authored-by: William Falcon <waf2107@columbia.edu>
 2020-03-06 16:11:05 -05:00
William Falcon 3d18099262 removed decorators (#1079) 2020-03-06 16:09:47 -05:00
Jirka BorovecandWilliam Falcon ff1f8ef400 Test deprecated API for 0.8.0 and 0.9.0 (#1071) 
* till 0.8

* refactor

* fix tests

* fix tests

* deprx till 0.9

* Update trainer.py

* Apply suggestions from code review

Co-authored-by: William Falcon <waf2107@columbia.edu>
 2020-03-06 21:36:44 +01:00
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
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
Jeremy Jordan 3c85332661 remove extra whitespace (#1060) 2020-03-05 22:20:59 -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 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 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
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
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
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