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184 Commits
Author SHA1 Message Date
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
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 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
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
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 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
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
Ethan Harris a5f159b2c7 Add support for multiple loggers (#903) 
* Add support for multiple loggers

* Fix PEP

* Cleanup

* Cleanup

* Add typing to loggers

* Update base.py

* Replace duck typing with isinstance check

* Update CHANGELOG.md

* Update comet experiment type, Switch to abstractmethod in logging.py

* Fix test

* Add passes to LightningLoggerBase

* Update experiment_logging.rst
 2020-02-25 14:52:39 -05:00
Jirka Borovec 5dd2afeab1 Fixing tests (#936) 
* abs import

* rename test model

* update trainer

* revert test_step check

* move tags

* fix test_step

* clean tests

* fix template

* update dataset path

* fix parent order
 2020-02-25 13:06:24 -05:00
William Falcon ceec51d96c fix tests (#938) 
* fix tests

* fix tests
 2020-02-25 08:53:33 -05:00
Matt PainterandWilliam Falcon 6b667b1237 Fix/test pass overrides (#918) 
* Fix test requiring both test_step and test_end

* Add test

Co-authored-by: William Falcon <waf2107@columbia.edu>
 2020-02-24 22:33:11 -05:00
William Falcon 1015a00506 Clean up dataloader logic (#926) 
* added get dataloaders directly using a getter

* deleted decorator

* added prepare_data hook

* refactored dataloader init

* refactored dataloader init

* added dataloader reset flag and main loop

* added dataloader reset flag and main loop

* added dataloader reset flag and main loop

* made changes

* made changes

* made changes

* made changes

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* made changes

* made changes

* made changes

* made changes

* fixed bad loaders

* fixed bad loaders

* fixed bad loaders

* fixed bad loaders

* fixed bad loaders

* fixed bad loaders

* fixed bad loaders

* fixed bad loaders

* fixed bad loaders

* fixed error in .fit with loaders

* fixed error in .fit with loaders

* fixed error in .fit with loaders

* fixed error in .fit with loaders

* fixed error in .fit with loaders

* fixed error in .fit with loaders

* fixed error in .fit with loaders

* fixed error in .fit with loaders

* fixed error in .fit with loaders

* fixed error in .fit with loaders

* fixed error in .fit with loaders

* fixed error in .fit with loaders

* fixed error in .fit with loaders

* fixes #909

* fixes #909

* bug fix

* Fixes #902
 2020-02-24 22:23:25 -05:00
srush 5778a4131c Add tags to the rendezvous calls for TPU. (#921) 
* Update data_loading.py

* Update training_io.py

* Update trainer.py
 2020-02-23 15:00:32 -05:00
Adrian WälchliandWilliam Falcon da2f11a9c4 Type Hints for Trainer (#912) 
* typehints for trainer 

fix type links in docs


fix types in docs


type hints for trainer methods


fix fit docs


switch to comments


readability


added sphinx typehints extension


wip


remove typehints from docstring


more type annotations


fix spaces

* Update trainer.py

Co-authored-by: William Falcon <waf2107@columbia.edu>
 2020-02-22 21:23:30 -05:00
Jeremy JordanandJirka Borovec e05586c4b2 extract training teardown into method, catch KeyboardInterrupt (#856) 
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
 2020-02-22 17:06:48 -05:00
William Falcon 446a1e23d7 Update training_loop.py (#913) 2020-02-22 05:15:36 -05:00
William Falcon c00a8a10dd finished dist (#911) 2020-02-21 20:39:12 -05:00
Matt Painter 6e7dc9c236 Fixes resuming checkpoints rerunning last epoch (#866) 
* Properly restore current epoch and global step on resume

* Add test

* Move increment to saving rather than loading

* Fix other tests that refer to current epoch

* Formatting

* Add warning for mid-epoch resuming

* Formatting

* Fix warning check for accumulated batches

* Add variable to init

* Formatting

* Add check for 0 training steps

* Make check more readable
 2020-02-21 20:27:19 -05:00
Nicki Skafte c58aab0b00 remove deprecated args to learning rate step function (#890) 2020-02-19 06:37:35 -05:00
Nicki SkafteandWilliam Falcon ffd6e693de new way of passing dataloaders (#759) 
* new way of passing dataloaders

* fixed docs

* fixed codestyle to follow flake8

* allow val/test be list of dataloaders and smarter checking

* added test

* fix flake error

* fix linking to new test model

* split into multiple test

* fix naming and typo

* minor documentation changes

* remove random file

* Update trainer.py

* Update trainer.py

* Update trainer.py

* Update trainer.py

* Update trainer.py

* Update trainer.py

* better error/warning message

* final adjustments

* update CHANGELOG.md

Co-authored-by: William Falcon <waf2107@columbia.edu>
 2020-02-19 06:00:08 -05:00
Peter IzsakandWilliam Falcon 054a35312d Added max number of steps in Trainer (#728) 
* Added max number of steps in Trainer

* Added docstring

* Fix flake8 errors

* Clarified docstrings

* Fixed flake8 error

* Added min_steps to Trainer

* Added steps and epochs test

* flake8

* minor fix

* fix steps test in test_trainer

* Split steps test into 2 tests

* Refactor steps test

* Update test_trainer.py

* Minor in test_trainer.py

* Update test_trainer.py

* Address PR comments

* Minor

Co-authored-by: William Falcon <waf2107@columbia.edu>
 2020-02-18 11:23:22 -05:00
William Falcon 3562aa5aae fix tpu transfer bug 2 2020-02-17 17:47:16 -05:00
William Falcon 919a26fe41 fix tpu transfer bug 2020-02-17 17:46:46 -05:00
William FalconLuis CapeloJirka BorovecAkshay KulkarniEthan HarrisShikhar Chauhan
 		d4a31f02e0 Enable TPU support (#868) 
* added tpu docs

* added tpu flags

* add tpu docs + init training call

* amp

* amp

* amp

* amp

* optimizer step

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* fix test pkg create (#873)

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added test return and print

* added test return and print

* added test return and print

* added test return and print

* added test return and print

* Update pytorch_lightning/trainer/trainer.py

Co-Authored-By: Luis Capelo <luiscape@gmail.com>

* Fix segmentation example (#876)

* removed torchvision model and added custom model

* minor fix

* Fixed relative imports issue

* Fix/typo (#880)

* Update greetings.yml

* Update greetings.yml

* Changelog (#869)

* Create CHANGELOG.md

* Update CHANGELOG.md

* Update CHANGELOG.md

* Update PULL_REQUEST_TEMPLATE.md

* Update PULL_REQUEST_TEMPLATE.md

* Add PR links to Version 0.6.0 in CHANGELOG.md

* Add PR links for Unreleased in CHANGELOG.md

* Update PULL_REQUEST_TEMPLATE.md

* Fixing Function Signatures (#871)

* added tpu docs

* added tpu flags

* add tpu docs + init training call

* amp

* amp

* amp

* amp

* optimizer step

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added auto data transfer to TPU

* added test return and print

* added test return and print

* added test return and print

* added test return and print

* added test return and print

* added test return and print

* added test return and print

* added test return and print

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Luis Capelo <luiscape@gmail.com>
Co-authored-by: Akshay Kulkarni <akshayk.vnit@gmail.com>
Co-authored-by: Ethan Harris <ewah1g13@soton.ac.uk>
Co-authored-by: Shikhar Chauhan <xssChauhan@users.noreply.github.com>
 2020-02-17 16:01:20 -05:00
Vadim Bereznyuk edd4a87fb0 Refactor callbacks (#776) 
* Refactor callbacks

* flake8

* Update docstrings

* Simplified callback, protected trainer

* .set_trainer() check

* update docs

* missed super().__ini__()

* Updated tests

* Use uppercase

* refine checkpoint callback tests

* Added test_begin() and test_end()
 2020-02-16 00:03:05 -05:00
Peter Izsak 27bba1a03a Fix global_step when gradient accumulation > 1 (#832) 2020-02-15 23:48:19 -05:00
Dmitry Lipin 06ca6428b6 Allow user to specify 'step' key while logging metrics (#808) 
* allow to specify 'step' key

* add test

* docs to log_metrics

* fix test

* rename

* also rename
 2020-02-15 23:35:23 -05:00
Jirka Borovec 9f939447f2 add autopep8 to Contributions guide (#852) 
* add autopep8 to Contrib.

* simplify cmd

* update GH templates

* add pytest-flake8

* update GH template
 2020-02-15 20:24:38 -05:00
Jirka Borovec 853c4c1e7b update deprecated messages (#810) 
* update deprecated messages

* formatting

* fix docs tags
 2020-02-11 07:41:15 -05:00
William Falcon 4c6c3d04ce Docs (#813) 
* added outline of all features

* updated common use cases doc

* updated common use cases doc

* updated common use cases doc

* updated common use cases doc

* updated common use cases doc

* updated common use cases doc

* updated common use cases doc

* updated common use cases doc

* updated common use cases doc

* updated common use cases doc

* updated common use cases doc

* updated common use cases doc

* updated common use cases doc

* updated docs
 2020-02-10 23:55:22 -05:00
Jirka Borovec 5130841bef update Docs [links & formatting] (#769) 
* wip

* wip

* debug imports
docs formatting

* WIP

* formatting

* fix setup
 2020-02-09 17:39:10 -05:00
Jeremy JordanandWilliam Falcon 1cf430f7bc new feature for profiling training runs (#782) 
* initial implementation

* formatting, pass through profiler, docstring

* call profiler during training

* add initial tests

* report stats when training is done

* fix formatting

* error handling, bugfix in passthroughprofiler

* finish documenting profiler arg in Trainer

* relax required precision for profiling tests

* option to dump cProfiler results to text file

* use logging, format with black

* include profiler in docs

* improved logging and better docs

* appease the linter

* better summaries, wrapper for iterables

* fix typo

* allow profiler=True creation

* more documentation

* add tests for advanced profiler

* Update trainer.py

* make profilers accessible in pl.utilities

* reorg profiler files

* change import for profiler tests

Co-authored-by: William Falcon <waf2107@columbia.edu>
 2020-02-06 22:01:21 -05:00
Vadim Bereznyuk 5035ce5474 Make default tqdm dict overridable (#749) 
* overridable tqdm_dict

* Slim down default tqdm_metrics

* gpu fix
 2020-02-05 06:24:43 -05:00