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5130841befcfe4bc6769afda8eae58f8b9f7cfcf
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137 Commits
Author SHA1 Message Date
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
Shunsuke Hidaka 734b28ed2d Set warnings : Unify epoch numbers to be zero-based : #675 (#786) 
* [update] : #675 : set warnings

* [fix] : #675 : remove white space
 2020-02-05 05:15:51 -05:00
Adrian WälchliVadim BereznyukJirka BorovecJeremy Jordan
 		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
Jirka Borovec 5e97e66146 update package info (#768) 
* update info

* fix duplicate #733

* update Appveyor budge #626

* budge to master
 2020-02-01 18:24:56 -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
Vadim Bereznyuk 784a053793 Fix default ckpt path when logger exists (#771) 2020-02-01 13:36:50 -05:00
Mike Clark deffbaba7f for #330, use tqdm.auto in trainer (#752) 
* use tqdm.auto in trainer

This will import the ipywidgets version of tqdm if available. This works nicely in notebooks by not filling up the log.

In the terminal it will use the same old tqdm.

We might also want to consider passing in the tqdm we want as an argument since there may be some edge cases where ipywidgets is available but the interface doesn't support it (e.g. vscode?) or isn't working. In which case people will get a warning message, but may want to configure it themselves.

* use `from tqdm.auto` in eval loop

* indents
 2020-01-26 10:19:09 -05:00
Vadim Bereznyuk 7deec2c14e Move logger initialization (#750) 2020-01-26 09:42:57 -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
Vadim Bereznyuk b35c472bb1 early stopping check_val_every_n_epoch fix (#743) 2020-01-24 18:18:51 -05:00
Anand Krishnamoorthy 946aef6216 Added optimizer_idx to backward call (#733) 2020-01-24 18:03:07 -05:00
Vadim BereznyukandWilliam Falcon 50881c0b31 Check early stopping metric in the beginning of the training (#542) 
* Early stopping fix

* Update trainer.py

* Don't force validation sanity check

* fix tests

* update

* Added early_stopping check_metrics

* Updated docs

* Update docs

* Do not call early stopping when validation is disabled

Co-authored-by: William Falcon <waf2107@columbia.edu>
 2020-01-23 11:12:51 -05:00
Harsh Sharma 432a0bcd06 Issue #657 - Call on_train_end after early stopping (#723) 2020-01-21 16:48:30 -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
Ayberk Aydın a2b20b46bc remove unnecesarry gradient freeze/unfreeze for single optimizer setup (#719) 2020-01-21 08:09:27 -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
Z ZH dac59bb8d3 replace obj.copy() with copy.copy(obj) (#701) 2020-01-17 08:10:05 -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
William Falcon 88b750a018 default logger is now tensorboard (#609) 
* refactor

* refactor

* refactor

* made tensorboard the default not test-tube
 2020-01-14 14:40:41 -05:00
Vadim Bereznyuk 756c70a4a0 Clearer disable validation logic (#650) 
* Clearer disable validation logic

* fix for fast_dev_run

* flake8 fix

* Test check fix

* update error message
 2020-01-13 22:31:15 -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
Vadim Bereznyuk 12edc3099c Fix the number of training batches used in the training loop (#653) 
* Fix the number of processed training batches

* Fix tests

* fix tests

* fix tests

* One more attempt

* Fix another test
 2020-01-05 14:37:09 -05:00
Vadim Bereznyuk 7824b5c5f5 Fix percent_checks (#649) 
* fix percent_checks

* Added _percent_range_check

* remove max
 2020-01-05 14:36:06 -05:00
Adrian Wälchli e2ee4ddbdb Fix early stopping off by 2 (min_epochs) (#617) 
* fix early stopping off by 2

* add min_epochs example in docs
 2019-12-09 10:32:49 -08:00
Elliot Waite b492e2b89e Change nb to num in ABCs, comments, and tqdm logging (#613) 
* Change nb to num in ABCs, comments, and tqdm logging

* Fix warnings text

* Make warnings one line

* Change num to number in comments
 2019-12-09 04:40:26 -08:00
Jirka Borovec 5d00e62047 Fix logger, tensorboard (#610) 
* fix logger tests

* fix missing flush

* fix tensorboard

* fix namespace

* fix flush

* fix add_hparams
 2019-12-08 07:59:25 -08:00
Nic Eggert 2baa80d626 Make sure train doesn't crash when called at max_epoch (#608) 2019-12-07 23:22:03 -05:00
ctlaltdefeat 58cc6e13b9 Update logging.py (#602) 2019-12-07 10:12:33 -05:00
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
Adrian Wälchli f7e1040236 Docs and Tests for "gpus" Trainer Argument (#593) 
* add table for gpus argument

* fix typo in error message

* tests for supported values

* tests for unsupported values

* fix typo

* add table for gpus argument

* fix typo in error message

* tests for supported values

* tests for unsupported values

* fix typo

* fix typo list->str

* fix travis warning "line too long"
 2019-12-07 08:48:45 -05:00
YehCF cc65f39d97 Fix number of total steps shown in progress bar during sanity validation check when number of validation dataloaders >= 2 (#597) 
* type: debug

Calculate the adequate number of steps to run during sanity_check.
This fixes the bug when there are two or more validation dataloaders.

- Before: total=self.num_sanity_val_steps
- After: total=self.num_sanity_val_steps*len(self.get_val_dataloaders())

* type: refactor

Put total=... in the next line

* type: refactor

run flake8
 2019-12-07 08:47:59 -05:00
Jirka Borovec 1d4b6be17b rename trainer modules, drop _mixin (#571) 
* rename trainer modules, drop _mixin

* fix imports
 2019-12-04 11:39:14 -05:00
Jirka Borovec e0dbc8ab46 Abstract Mixin classes (#572) 
* make partial Trainer classes as abstract

* add empty attributes/methods

* flake8

* fix mixin order

* update abstact

* reorder
 2019-12-04 10:57:32 -05:00
Adrian Wälchli 218f0a5b4a inspect training_step for opt_idx (#573) 2019-12-04 07:32:47 -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
Ir1dXD d4571d1d6f filter param with no grad (#579) 2019-12-04 07:04:58 -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
Mary Trofimova a6d64ac013 Support torch.optim.lr_scheduler.ReduceLROnPlateau (#320) 
* feat: add reducelronplateau callback

* feat: use reducelronplateau callback in trainer

* feat: only on unsupported lr schedulers

* feat: last but not the least merge of master

* feat: merge master

* feat: support only on scheduler in reduceLrOnPlateauScheduler

* refactor: code style

* Update pt_callbacks.py

* Update trainer.py

* Update train_loop_mixin.py

* Update trainer.py

* Update train_loop_mixin.py
 2019-12-03 07:59:41 -05:00
Yongrae Jo 2b8475f590 Add resuming from specific checkpoint (#516) 
* Add resume_from_checkpoint

* Fix variable name

* #515 Remove did_restore

* #515 Simplify code

* #515 Update doc for resume_from_checkpoint

* #515 Add on_gpu
 2019-11-30 16:48:38 -05:00
Pariente Manuel df7b6d958e Correct behavior for argument gpus in Trainer (#561) 2019-11-30 14:50:50 -05:00
williamFalcon db0587f158 fixed tests 2019-11-28 16:02:36 -08:00
William Falcon 29122e4308 Dp default (#560) 
* set auto dp if no backend

* fix imagenet example

* run flake8 first to fail build on syntax first
 2019-11-28 18:14:08 -05:00