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patch-1b
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37 Commits
Author SHA1 Message Date
Ashwin Bharambe 0e71705a0a [checkpoint logic] Fix bug which doesn't account for NoneType for model.hparams (#1817) 
The intention of the code is to output a warning message when `hparams`
is null or not set. Instead the code now fatals when
`model.hparams = None`. Prevent that.
 2020-05-13 17:14:11 -04:00
So UchidaJirka BorovecAdrian Wälchli
 		22d7d03118 Replace meta_tags.csv with hparams.yaml (#1271) 
* Add support for hierarchical dict

* Support nested Namespace

* Add docstring

* Migrate hparam flattening to each logger

* Modify URLs in CHANGELOG

* typo

* Simplify the conditional branch about Namespace

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

* Update CHANGELOG.md

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

* added examples section to docstring

* renamed _dict -> input_dict

* mata_tags.csv -> hparams.yaml

* code style fixes

* add pyyaml

* remove unused import

* create the member NAME_HPARAMS_FILE

* improve tests

* Update tensorboard.py

* pass the local test w/o relavents of Horovod

* formatting

* update dependencies

* fix dependencies

* Apply suggestions from code review

* add savings

* warn

* docstrings

* tests

* Apply suggestions from code review

* saving

* Apply suggestions from code review

* use default

* remove logging

* typo fixes

* update docs

* update CHANGELOG

* clean imports

* add blank lines

* Update pytorch_lightning/core/lightning.py

Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>

* Update pytorch_lightning/core/lightning.py

Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>

* back to namespace

* add docs

* test fix

* update dependencies

* add space

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
 2020-05-13 15:05:15 +02:00
Fabio Natanael Kepler d120f97896 Fix saving native AMP scaler state (#1777) 
Saving was introduced in #1561.
 2020-05-11 21:38:37 -04:00
Travis Addair f90afa29b8 Fix disabling progress bar on non-zero ranks using Horovod backend (#1709) 
* Fix Horovod backend to disable progress bar on all ranks except 0

* Add join barriers

* Added changelog

* Make protected and add verbosity

* Refactor to disable progress bar callback in train

* Removed vebose setting

* Add cache check for Horovod

* Test run again

* Updated comment

* Always skip cache for Horovod

* Only reinstall when necessary

* Added separate step

* Fixed spacing

* Skip Python 3.8
 2020-05-04 13:02:57 -04:00
William FalconandJ. Borovec d40425d257 added warning to crash (#1625) 
* added warning to crash

* formatting

Co-authored-by: J. Borovec <jirka.borovec@seznam.cz>
 2020-04-30 08:04:18 -04:00
Jacob ZhongandJirka Borovec f9c9e39ab8 Add log output for slurm (#1657) 
* add log output for slurm

* change log levels

* formatting

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
 2020-04-30 07:58:03 -04:00
Peter Yu 8d564b5e38 call on_load_checkpoint() when resuming from checkpoint (#1666) 2020-04-30 07:57:24 -04:00
William Falcon 6e86b59d21 ddp pickle 2020-04-27 06:51:42 -04:00
William Falcon 879d879985 fix hparams issue 2020-04-26 17:27:45 -04:00
William FalconJ. BorovecJirka Borovec
 		29ebe92208 support for native amp (#1561) 
* adding native amp suppport

* adding native amp suppport

* adding native amp suppport

* adding native amp suppport

* autocast

* autocast

* autocast

* autocast

* autocast

* autocast

* removed comments

* removed comments

* added state saving

* added state saving

* try install amp again

* added state saving

* drop Apex reinstall

Co-authored-by: J. Borovec <jirka.borovec@seznam.cz>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
 2020-04-23 14:47:08 -04:00
William Falcon b78c3d4da8 Fix weights path (#1445) 
* renamed default path to actual root_dir

* added default weights path

* added default weights path

* added default weights path
 2020-04-10 12:02:59 -04:00
Jirka Borovec b2707c9b2e fix retruning returns (#1431) 
* returns

* changelog
 2020-04-09 15:01:08 -04:00
Jirka Borovec 17f58d2e11 add rank warning (#1428) 
* add rank warning

* changelog

* use rank_zero_warn

* user trainer_init

* replace warnings

* fix test

* flake8

* docs

* changelog

* bug lol
 2020-04-09 14:05:46 -04:00
Jirka BorovecAdrian WälchliWilliam Falcon
 		09167efdb5 Checkpointing interval (#1272) 
* formatting

* formatting

* fix interval

* fix train loop

* fix test

* parametrize test

* Apply suggestions from code review

Co-Authored-By: Adrian Wälchli <adrian.waelchli@students.unibe.ch>

* fix calling

* flake8

* add types

Co-authored-by: Adrian Wälchli <adrian.waelchli@students.unibe.ch>
Co-authored-by: William Falcon <waf2107@columbia.edu>
 2020-03-30 18:37:02 -04:00
Paweł Rzepiński b74a3c5106 Fix training resuming docs (#1265) 2020-03-29 15:29:48 -04:00
Shunta Komatsu 3a93aaf9e2 Fix outdated docs (#1227) 2020-03-27 08:42:52 -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
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 15e268d6df Coverage (#1058) 
* docs

* docs

* docs

* docs
 2020-03-05 19:49:18 -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 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
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
Jirka Borovec 479a35d94e fix docs (#982) 2020-02-28 18:48:07 -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
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
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
Jirka Borovec 76a1c67d87 rename logging -> loggers (#767) 
* move logging >> loggers

* add warning

* fix tests

* logging alias

* formatting

* formatting
 2020-02-01 15:47:58 -05:00
William Falcon f8d9f8f773 Clean docs (#725) 
* updated gitignore

* updated gitignore

* updated links in ninja file

* updated docs

* finished callbacks

* finished callbacks

* finished callbacks

* fixed left menu

* added callbacks to menu

* added direct links to docs

* added direct links to docs

* added direct links to docs

* added direct links to docs

* added direct links to docs

* added direct links to docs

* updated gitignore

* updated links in ninja file

* updated docs

* finished callbacks

* finished callbacks

* finished callbacks

* fixed left menu

* added callbacks to menu

* added direct links to docs

* added direct links to docs

* added direct links to docs

* added direct links to docs

* added direct links to docs

* added direct links to docs

* finished rebase

* making private  members

* making private  members

* making private  members

* working on trainer docs

* working on trainer docs

* working on trainer docs

* working on trainer docs

* working on trainer docs

* working on trainer docs

* set auto dp if no backend

* working on trainer docs

* working on trainer docs

* working on trainer docs

* working on trainer docs

* working on trainer docs

* working on trainer docs

* working on trainer docs

* working on trainer docs

* fixed lightning import

* cleared  spaces

* cleared  spaces

* cleared  spaces

* cleared  spaces

* cleared  spaces

* cleared  spaces

* cleared  spaces

* cleared  spaces

* cleared  spaces

* cleared  spaces

* finished lightning module

* finished lightning module

* finished lightning module

* finished lightning module

* added callbacks

* added loggers

* added loggers

* added loggers

* added loggers

* added loggers

* added loggers

* added loggers

* added loggers

* set auto dp if no backend

* added loggers

* added loggers

* added loggers

* added loggers

* added loggers

* added loggers

* flake 8

* flake 8

* fix docs path

* updated gitignore

* updated gitignore

* updated links in ninja file

* updated docs

* finished callbacks

* finished callbacks

* finished callbacks

* fixed left menu

* added callbacks to menu

* added direct links to docs

* added direct links to docs

* added direct links to docs

* added direct links to docs

* added direct links to docs

* added direct links to docs

* updated gitignore

* updated docs

* finished callbacks

* finished callbacks

* finished callbacks

* fixed left menu

* added callbacks to menu

* added direct links to docs

* added direct links to docs

* added direct links to docs

* added direct links to docs

* added direct links to docs

* added direct links to docs

* finished rebase

* making private  members

* making private  members

* making private  members

* working on trainer docs

* working on trainer docs

* working on trainer docs

* working on trainer docs

* working on trainer docs

* working on trainer docs

* set auto dp if no backend

* working on trainer docs

* working on trainer docs

* working on trainer docs

* working on trainer docs

* working on trainer docs

* working on trainer docs

* working on trainer docs

* fixed lightning import

* cleared  spaces

* cleared  spaces

* cleared  spaces

* cleared  spaces

* cleared  spaces

* finished lightning module

* finished lightning module

* finished lightning module

* finished lightning module

* added callbacks

* added loggers

* added loggers

* added loggers

* added loggers

* added loggers

* added loggers

* added loggers

* added loggers

* added loggers

* added loggers

* added loggers

* flake 8

* flake 8

* fix docs path

* flake 8

* Update theme_variables.jinja
 2020-01-21 15:18:32 -05:00
Frederik Diehl 9aad69d856 Added atomic checkpoint creation (#689) 
* Added atomic checkpoint creation

* Added documentation for _atomic_checkpoint
 2020-01-20 14:51:44 -05:00
Jirka Borovec ea59a99426 update org paths & convert logos (#685) 
* fix typos

* update org paths

* update links from READMe to docs

* add svg logo

* add svg logo-text

* update logos

* testing temp paths

* prune links from readme

* optimize imports

* update logo

* update paths in README

* missing imports
 2020-01-20 14:50:31 -05:00
William FalconandJirka Borovec bc67689068 clean v2 docs (#691) 
* updated gitignore

* Update README.md

* updated gitignore

* updated links in ninja file

* updated docs

* Update README.md

* Update README.md

* finished callbacks

* finished callbacks

* finished callbacks

* fixed left menu

* added callbacks to menu

* added direct links to docs

* added direct links to docs

* added direct links to docs

* added direct links to docs

* added direct links to docs

* fixing TensorBoard (#687)

* flake8

* fix typo

* fix tensorboardlogger
drop test_tube dependence

* formatting

* fix tensorboard & tests

* upgrade Tensorboard

* test formatting separately

* try to fix JIT issue

* add tests for 1.4

* added direct links to docs

* updated gitignore

* updated links in ninja file

* updated docs

* finished callbacks

* finished callbacks

* finished callbacks

* fixed left menu

* added callbacks to menu

* added direct links to docs

* added direct links to docs

* added direct links to docs

* added direct links to docs

* added direct links to docs

* added direct links to docs

* finished rebase

* making private  members

* making private  members

* making private  members

* working on trainer docs

* working on trainer docs

* working on trainer docs

* working on trainer docs

* working on trainer docs

* working on trainer docs

* set auto dp if no backend

* working on trainer docs

* working on trainer docs

* working on trainer docs

* working on trainer docs

* working on trainer docs

* working on trainer docs

* working on trainer docs

* working on trainer docs

* fixed lightning import

* cleared  spaces

* cleared  spaces

* cleared  spaces

* cleared  spaces

* cleared  spaces

* cleared  spaces

* cleared  spaces

* cleared  spaces

* cleared  spaces

* cleared  spaces

* finished lightning module

* finished lightning module

* finished lightning module

* finished lightning module

* added callbacks

* added loggers

* added loggers

* added loggers

* added loggers

* added loggers

* added loggers

* added loggers

* added loggers

* set auto dp if no backend

* added loggers

* added loggers

* added loggers

* added loggers

* added loggers

* added loggers

* flake 8

* flake 8

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
 2020-01-17 06:03:31 -05:00
Jirka Borovec f72e354ee6 fixing TensorBoard (#687) 
* flake8

* fix typo

* fix tensorboardlogger
drop test_tube dependence

* formatting

* fix tensorboard & tests

* upgrade Tensorboard

* test formatting separately

* try to fix JIT issue

* add tests for 1.4
 2020-01-16 07:22:29 -05:00
Jirka Borovec f7db44e750 fix deprecated tng and abstract ligntning (#644) 2020-01-13 22:20:38 -05:00