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43 Commits

Author SHA1 Message Date
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
Hanbyul Kim 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
William Falcon b9418450ac
clean docs (#966) 2020-02-27 07:35:20 -05:00
William Falcon 96b058c5fa
added docs (#944) 2020-02-25 15:05:56 -05:00
William Falcon 5d89fed2a6
use log no print (#940) 2020-02-25 13:06:48 -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
Adrian Wälchli 20d15c8023
relax hparams (#919) 
relax model loading hparams


test wip


wip


fix warning


finish test


remove unused import
 2020-02-25 10:36:44 -05:00
William Falcon 2b5293ddfc
Tpu features (#932) 
* added guide

* added self.print()

* added self.print()
 2020-02-24 22:30:53 -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

* made changes

* made changes

* made changes

* made changes

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* 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
Adrian Wälchli c56ee8bdee
Update docs for map_location (#920) 
* update docs for map location

* update return description
 2020-02-23 15:01:08 -05:00
Nicki Skafte 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
William Falcon 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
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 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
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
Adrian Wälchli 472f394788
Resolve some codefactor issues (#756) 
* remove unnecessary pass statements

* use isinstance for type checks

* remove unnecessary else/elif after return

* remove unnecessary return statements

* move doc string to top

* merge isinstance calls

* remove unnecessary else/elif after raise

* use list comprehension

* do not use len without comparison

* add missing shebang

* revert isinstance check back to type

broke tests, because bool is actually subclass of int

* add missing period to doc string

* remove unnecessary pass statements

* use isinstance for type checks

* remove unnecessary else/elif after return

* remove unnecessary return statements

* move doc string to top

* merge isinstance calls

* remove unnecessary else/elif after raise

* use list comprehension

* do not use len without comparison

* add missing shebang

* revert isinstance check back to type

broke tests, because bool is actually subclass of int

* add missing period to doc string

* Fix default ckpt path when logger exists (#771)

* rename logging -> loggers (#767)

* move logging >> loggers

* add warning

* fix tests

* logging alias

* formatting

* formatting

* use isinstance for type checks

* revert isinstance check back to type

broke tests, because bool is actually subclass of int

* add more detail to tbptt example (#755)

* add more detail to tbptt example

* warn user about new arg in training_step

Co-authored-by: Vadim Bereznyuk <kuynzereb@gmail.com>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Jeremy Jordan <13970565+jeremyjordan@users.noreply.github.com>
 2020-02-01 18:44:05 -05:00
Jeremy Jordan 589815f6ab
add more detail to tbptt example (#755) 
* add more detail to tbptt example

* warn user about new arg in training_step
 2020-02-01 15:51:42 -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
Nicki Skafte 9a6838d349
Removed dependency on pandas, instead use generic csv (#736) 
* removed dependency on pandas, instead use generic csv

* remove mnist files, pushed by accident

* added docstring and small fixes

* Update memory.py

* fixed path

Co-authored-by: William Falcon <waf2107@columbia.edu>
 2020-01-29 14:52:23 -05:00
Jirka Borovec cc12ff36a9 fix links to Docs (#744) 
* update log

* fix links

* formatting

* fixing docs path

* formatting
 2020-01-26 08:38:01 -05:00
Anand Krishnamoorthy 946aef6216 Added optimizer_idx to backward call (#733) 2020-01-24 18:03:07 -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
Alexey U. Gudchenko 06242c200a Fix issue_703: backward compatibility with python3.6 (#715) 2020-01-20 14:50:57 -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 Falcon 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
MartinPernus 3002bd3df5 log named parameters (#660) 2020-01-13 22:54:06 -05:00
Jirka Borovec f7db44e750 fix deprecated tng and abstract ligntning (#644) 2020-01-13 22:20:38 -05:00
Ayberk Aydın 0ae3dd9ed4 Fix GAN training. (#603) 
* fix dangling gradients

make sure only the gradients of the current optimizer's paramaters are calculated in the training step.

* add note about multiple optimizer gradient update

* Update training_loop.py
 2020-01-13 22:12:04 -05:00
Jirka Borovec db6b404748 CI pass (#671) 
* fix pillow in test

* test acc

* update version in deprecated msg
 2020-01-13 22:09:47 -05:00
Hao Sheng ca73b70d15 fix of issue 600 (#625) 2019-12-14 20:24:46 -08:00
Jeremy Jordan 3dd0b8c186 fix metric name to work with default earlystopping (#628) 2019-12-14 20:23:44 -08:00
VSJMilewski d562172b4c Allow for multiple example inputs when creating summary (#543) 2019-12-09 04:42:07 -08:00
schwobr 2f01c03b38 Additional hooks (#598) 
* Renamed `on_sanity_check_start` to `on_train_start` and added `on_train_end` to `ModelHooks`

* changed tests to use `on_train_start` instead of `on_sanity_check_start`
 2019-12-07 08:52:06 -05:00
Elliot Waite 1051c189e1 Simplify variables: step, epoch, max_epochs, min_epochs (#589) 2019-12-07 08:50:21 -05:00
Ir1dXD c316173e89 use print for INFO and lower levels summarize() (#580) 
* use print for INFO and lower levels summarize()

* use logging.INFO instead of magic number

* bring logging.info back for other cases

* move logging config to __init__.py

* prepend the model summary with a newline
 2019-12-04 07:05:34 -05:00
Jirka Borovec ab4fea0b55 fix defecation warnings (#570) 
* fix defecation warnings

* flake8

* update deprecations
 2019-12-04 06:59:19 -05:00
Jirka Borovec 3a58937d8b rename variables nb -> num (#567) 
* rename nb -> num

* flake8

* batch_nb, epoch_nb, gpu_nb, split_nb

* add _num deprecations
 2019-12-04 06:57:10 -05:00
Jirka Borovec d71556e7a1 Sphinx generated documentation (#521) 
* upgrade req.

* move MkDocs

* create Sphinx

* init Sphinx

* move md from MkDocs to Sphinx

* CI: build docs

* build Sphinx

formatting

move docs from MD to docstring in particular package/modules

formatting

add Sphinx ext.

rename root_module to core

drop implicit name "_logger"

drop duplicate name "overwrite"

fix imports

use pytorch theme

add sample link mapping

try fix RTD build

use forked template

fix some docs warnings

fix paths

add deprecation warnings

fix flake8

fix paths

revert refactor

revert MLFlowLogger

* revert example import

* update link

* Update lightning_module_template.py
 2019-11-28 12:48:55 -05:00
Jirka Borovec 9785a3e78e Refactor: name modules (#548) 
* refactor: rename some modules

* add deprecation warnings

* fix paths
 2019-11-26 22:39:18 -05:00