Commit Graph
942 Commits
Author SHA1 Message Date
2912239fe6 Add useful errors when model is not configured correctly (#1199)
* add check_model_configuration method

* trying to fix errors

* trying to fix tests

* added test_epoch_end to lightning template

* fix tests

* fix new test after rebase

* fix spelling

* added more checks

* updated formating

* added tests

* fixed CHANGELOG

* Apply suggestions from code review

* move test to new module

* change check on configure_optimizers

Co-authored-by: Nicki Skafte <nugginea@gmail.com>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
2020-04-02 11:53:37 -04:00
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
William FalconandAdrian Wälchli 3cb149f4f4 Removes need to unsqueeze from dp (#1319)
* removes need to unsqueeze from dp

* removes need to unsqueeze from dp

* fixed examples

* added auto unsqueeze

* added auto unsqueeze

* added auto unsqueeze

* added auto unsqueeze

* Update pytorch_lightning/overrides/data_parallel.py

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

* fixed dp parse

* fixed dp parse

Co-authored-by: Adrian Wälchli <adrian.waelchli@students.unibe.ch>
2020-04-02 11:46:20 -04:00
Boris Dayma 6b41b5c589 feat(wandb): save models on wandb (#1339)
* feat(wandb): save models on wandb

* docs(changelog): allow to upload models on W&B
2020-04-02 08:55:34 -04:00
04935ea718 fixed extra dataloader bug (#1196)
* fixed extra dataloader bug

* Update pytorch_lightning/trainer/training_loop.py

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

* updated CHANGELOG

* Small non-repetition change

self.get_model() => model as it was already defined

* Update CHANGELOG.md

* changed argument name to reload_train_dataloader_every_epoch

* fixed doc underline too short

* reverted to `reload_dataloaders_every_epoch`

* fixed val and test reloading

* fixed val and test reloading

Co-authored-by: TevenLeScao <teven.lescao@gmail.com>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
2020-04-02 11:41:56 +02:00
William Falcon e48422df38 Sampler (#1328)
* sampler

* check for dataloader type

* check for dataloader type

* fixed sampler cases
2020-04-01 12:57:36 -04:00
William Falcon 7de51f78ac Sampler (#1318)
* sampler

* sampler

* sampler

* check for dataloader type

* check for dataloader type
2020-03-31 18:22:45 -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 ee68d5ba8e reorder deprecated args (#1230) 2020-03-31 09:01:47 -04:00
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
Adrian Wälchliandmergify[bot] 4dcb9d3e30 fixed type hint for weights_summary arg (#1313)
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2020-03-31 13:42:29 +02:00
Adrian Wälchli 1aba411da9 Early stopping when validation is disabled (#1235)
* early stop fallback to train epoch

* added test

* fix imports

* update docs

* update changelog

* fix typo
2020-03-31 06:24:26 +00:00
a707d4bea1 Replace Wandb callback's finalize with no-op (#1193)
* Replace Wandb callback's finalize with no-op

* Update pytorch_lightning/loggers/wandb.py

* Update wandb.py

* remove wandb logger's finalize and update tests

* update changelog

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: William Falcon <waf2107@columbia.edu>
2020-03-30 18:45:06 -04:00
2ccc7456ca Error on zero length dataloaders (#1280)
* error_on_zero_length

* update CHANGELOG.md

* added test

* Update pytorch_lightning/trainer/data_loading.py

Co-authored-by: Nicki Skafte <nugginea@gmail.com>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
2020-03-30 18:43:53 -04:00
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
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
Jirka Borovec c869dd8b8f make evaluate private (#1260)
* make evaluate private

* changelog
2020-03-30 12:14:27 -04:00
sneimanandseth 6dfe9951e1 validation and training loops run the partial dataset (#1192)
* auto_add_sampler() fix

* auto_add_sampler() fix

Co-authored-by: seth <seth@duckpapa.com>
2020-03-30 12:13:34 -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
Paweł Rzepiński b74a3c5106 Fix training resuming docs (#1265) 2020-03-29 15:29:48 -04:00
Ethan Harris ab09faa15e Add support for iterable datasets when val_check_interval=1.0 (#1283)
* Add support for iterable datasets when val_check_interval=1.0

* Update CHANGELOG.md
2020-03-29 15:27:44 -04:00
Jeremy Jordan 54507f417e fix logging config and add profiler test (#1267) 2020-03-29 14:56:36 -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
Jack Pertschuk 12b39a74b4 Changed smoothing in tqdm to decrease variability of time remaining between training / eval (#1194) 2020-03-27 09:22:53 -04:00
Shunta Komatsu ac6692d3e4 Fix typo (#1224) 2020-03-27 08:43:12 -04:00
Shunta Komatsu 3a93aaf9e2 Fix outdated docs (#1227) 2020-03-27 08:42:52 -04:00
Jirka Borovec bec43c9f8a update docs for progress bat values (#1253) 2020-03-27 08:41:07 -04:00
Jirka Borovec 593bf50759 update deprecation warning (#1258) 2020-03-27 08:40:47 -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
Adrian Wälchli 2a4cd479e2 Disable validation when val_percent_check=0 (#1251)
* fix disable validation

* add test

* update changelog

* update docs for val_percent_check

* make "fast training" docs consistent
2020-03-27 02:07:22 +00:00
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
ced662fc27 Custom argparser extension with Trainer arguments (argument types added) (#1147)
* `add_argparse_args` method fixed (argument types added)

* CHANGELOG.md upd

* autopep8 fixes

* --gpus=0 removed from test (for ci tests)

* typo fixed

* reduce on plateau scheduler fixed

* Trainer cli related tests moved to test_trainer_cli.py

* refactored: get_init_arguments_and_types is a public classmethod of the Trainer now

* test_get_init_arguments_and_types added

* autopep8 fixes

* Trainer cli related tests moved to test_trainer_cli.py

* refactored: get_init_arguments_and_types is a public classmethod of the Trainer now

* test_get_init_arguments_and_types added

* autopep8 fixes

* Trainer cli related tests moved to test_trainer_cli.py

* refactored: get_init_arguments_and_types is a public classmethod of the Trainer now

* test_get_init_arguments_and_types added

* autopep8 fixes

* Trainer cli related tests moved to test_trainer_cli.py

* test_get_init_arguments_and_types added

* autopep8 fixes

* Apply suggestions from code review

* cosmetics

* cosmetics

* Update pytorch_lightning/trainer/trainer.py

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

* `Trainer.get_init_arguments_and_types` now returns arg types wrapped in tuples (not in sets)

* deprecated args are now ignored in argparser

* get_deprecated_arg_names small refactor

* get_deprecated_arg_names bug fixed

* Trainer cli related tests moved to test_trainer_cli.py

* refactored: get_init_arguments_and_types is a public classmethod of the Trainer now

* test_get_init_arguments_and_types added

* autopep8 fixes

* Trainer cli related tests moved to test_trainer_cli.py

* autopep8 fixes

* Trainer cli related tests moved to test_trainer_cli.py

* Trainer cli related tests moved to test_trainer_cli.py

* test_get_init_arguments_and_types added

* autopep8 fixes

* autopep8 fixes

* Apply suggestions from code review

* cosmetics

* cosmetics

* Update pytorch_lightning/trainer/trainer.py

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

* `Trainer.get_init_arguments_and_types` now returns arg types wrapped in tuples (not in sets)

* deprecated args are now ignored in argparser

* get_deprecated_arg_names small refactor

* get_deprecated_arg_names bug fixed

* Update pytorch_lightning/trainer/trainer.py

Co-Authored-By: Joe Davison <joe@huggingface.co>

* Update pytorch_lightning/trainer/trainer.py

Co-Authored-By: Joe Davison <joe@huggingface.co>

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Joe Davison <joe@huggingface.co>
Co-authored-by: William Falcon <waf2107@columbia.edu>
2020-03-24 14:55:27 -04:00
So Uchida 60b8246bc3 Pretty test results with pprint (#1176) 2020-03-24 14:52:57 -04:00
Adrian Wälchli d735055e6f add missing overfit_pct docs (#1204)
* add missing overfit_pct docs

* move arg to old position

* move arg docs
2020-03-24 14:49:11 -04:00
Jeremy Jordan 4c2026bf9a increase profiler test coverage (#1208)
* increase profiler test coverage

* fix line length

* tests for valueerror assertions
2020-03-24 09:15:16 -04:00
Jirka BorovecandNic Eggert 3be81cb54e test deprecated - model (#1074)
* pylint

* model API

* update test

* formatting

* disable logger

* fix checking overwrite

* fix test

* typo

* deprecated model

* fix for DDP

* drop Flake8 in GH actions

* Update pytorch_lightning/trainer/evaluation_loop.py

* fix imports

Co-authored-by: Nic Eggert <nic@eggert.io>
2020-03-20 20:51:14 +01:00
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
Adrian WälchliandJirka Borovec 732eaee4d7 nan detection and intervention (#1097)
* check for nan values

* test nan detection on loss

* sys.exit

* whitespace

* detect nan and inf values in loss and params

* update

* added documentation

* moved detect nan to training loop, remove flag for print

* blank line

* test

* rename

* deprecate print_nan_grads

* deprecated print_nan_grads

* remove unused imports

* update changelog

* fix line too long

* correct deprecated version

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

* raise exception instead of sysexit

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

* raise exception instead of sysexit

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>

* Update pytorch_lightning/trainer/training_tricks.py

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

* fix test

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
2020-03-19 09:24:45 -04:00
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
So UchidaandJirka Borovec 01b8991c5a Support hierarchical dict (#1152)
* 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

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
2020-03-19 09:15:47 -04:00
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
William FalconandJirka Borovec c32e3f3ea5 coverage increase (#1167)
* fixed docs

* Docs (#1164)

* fixed docs

* fixed docs

* fixed docs

* fixing Win failed import (#1163)

* version

* try fix distrib

* update try import

* fixed docs

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
2020-03-16 21:43:43 -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
Nicki SkafteandNicki Skafte 384e124490 ReduceLROnPlateau bug fix (#1126)
* bug fix and test

* update CHANGELOG.md

Co-authored-by: Nicki Skafte <nugginea@gmail.com>
2020-03-16 14:35:10 -04:00
Jirka Borovec 774d9be357 Fix docs - missing Trainer (#1159)
* drop pandas

* formatting
2020-03-15 19:46:39 -04:00