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42 Commits

Author SHA1 Message Date
Roshan Rao 4ed3027309
Set precision=16 when use_amp is passed as True (#1145) 
* Set precision=16 when use_amp is passed as True

* Update CHANGELOG.md

* add use_amp to deprecated API

* Update trainer.py

* Update trainer.py

* move the use_amp attribute to deprecated API

* move use_amp deprecation back to Trainer's __init__

* drop unsed

* drop deprecated

* reorder imports

* typing

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: William Falcon <waf2107@columbia.edu>
Co-authored-by: J. Borovec <jirka.borovec@seznam.cz>
 2020-04-06 08:13:24 -04:00
Jirka Borovec 22bedf9b57
simplify examples structure (#1247) 
* simplify examples structure

* update changelog

* fix imports

* rename example

* rename scripts

* changelog
 2020-04-03 17:57:34 -04:00
Adrian Wälchli bf990a3cb3
Example docs formatting (#1364) 
* update basic examples

* update domain examples

* reinforse -> reinforce

* update full examples

* update multi node examples

* update examples readme

* fix copy paste

* fix line too long
 2020-04-03 15:01:40 -04:00
Nicki Skafte 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
William Falcon 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
Jirka Borovec 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
Donal Byrne dab3b965cb
Example: Simple RL example using DQN/Lightning (#1232) 
* Example: Simple RL example using DQN/Lightning

* DQN RL Agent using Lightning

* Uses Iterable Dataset for Replay Buffer

* Buffer is populated by agent as training is carried out, updating the
dataset

* Applied autopep8 fixes

* * Updated line length from 120 to 110

* Update pl_examples/domain_templates/dqn.py

simplify get_device method

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

* Update pl_examples/domain_templates/dqn.py

Re-ordered imports

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

* 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

* Clean up

* added module docstring

* renamed variables to be more descriptive

* Added missing docstrings and type annotations

* Added gym to example requirements

* Added note to changelog

* updated example image

* update types

* rename script

* Update CHANGELOG.md

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

* another rename

* 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

* calling self.forward() -> self() (#1211)

* self.forward() -> self()

* update changelog

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>

* Fix requirements-extra.txt Trains package to release version (#1229)

* Fix requirement-extra use released Trains package

* Update README.md add Trains and links to the external Visualization section

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>

* Remove unnecessary parameters to super() in documentation and source code (#1240)

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>

* update deprecation warning (#1258)

* update docs for progress bat values (#1253)

* lower timeouts for inactive issues (#1250)

* update contrib list (#1241)

Co-authored-by: William Falcon <waf2107@columbia.edu>

* Fix outdated docs (#1227)

* Fix typo (#1224)

* drop unused Tox (#1242)

* system info (#1234)

* system info

* update big info

* test script

* update config

* rename script

* import path

* Changed smoothing in tqdm to decrease variability of time remaining between training / eval (#1194)

* Example: Simple RL example using DQN/Lightning

* DQN RL Agent using Lightning

* Uses Iterable Dataset for Replay Buffer

* Buffer is populated by agent as training is carried out, updating the
dataset

* Applied autopep8 fixes

* * Updated line length from 120 to 110

* Update pl_examples/domain_templates/dqn.py

simplify get_device method

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

* Update pl_examples/domain_templates/dqn.py

Re-ordered imports

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

* Clean up

* added module docstring

* renamed variables to be more descriptive

* Added missing docstrings and type annotations

* Added gym to example requirements

* Added note to changelog

* update types

* rename script

* Update CHANGELOG.md

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

* another rename

Co-authored-by: Donal Byrne <Donal.Byrne@xperi.com>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: William Falcon <waf2107@columbia.edu>
Co-authored-by: Adrian Wälchli <adrian.waelchli@students.unibe.ch>
Co-authored-by: Jeremy Jordan <13970565+jeremyjordan@users.noreply.github.com>
Co-authored-by: Martin.B <51887611+bmartinn@users.noreply.github.com>
Co-authored-by: Tyler Yep <tyep@stanford.edu>
Co-authored-by: Shunta Komatsu <59395084+skmatz@users.noreply.github.com>
Co-authored-by: Jack Pertschuk <jackpertschuk@gmail.com>
 2020-03-28 16:10:53 -04:00
Tyler Yep 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 Jordan 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
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
Alexey Karnachev 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
Jirka Borovec 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
Ondrej Platek 1383f64a5f
fix max_epochs setup in basic example (#1105) 
tested only for the CPU version
 2020-03-12 12:42:52 -04:00
Jirka Borovec 514d182b7f
cleaning imports (#1032) 2020-03-12 12:41:37 -04:00
Jirka Borovec 4896815067
remove deprecated `data_loader` (#1077) 
* change version in CHangelog

* warning

* remove der data_loader

Co-authored-by: William Falcon <waf2107@columbia.edu>
 2020-03-06 16:11:05 -05:00
William Falcon 3d18099262
removed decorators (#1079) 2020-03-06 16:09:47 -05:00
William Falcon 0ebfb78570
Examples: using new API (#1056) 
* using new API

* typo
 2020-03-05 19:31:57 -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
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
baeseongsu 932770771b
add epoch option (#933) 2020-02-25 09:46:01 -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

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* 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
Akshay Kulkarni 0ad3e8b8e9
changed to absolute imports and added docs (#881) 2020-02-17 11:05:59 -05:00
Akshay Kulkarni 43ac63f2e7
Fix segmentation example (#876) 
* removed torchvision model and added custom model

* minor fix

* Fixed relative imports issue
 2020-02-17 08:03:41 -05:00
Akshay Kulkarni 11db9d29ad
added initial semantic segmentation example (#751) 
* added initial semantic segmentation example

* removed unnecessary lines.

* changed according to reviews

* minor changes

* Added some documentation for Dataset class

* Fixed some long lines

* added docstring for LightningModule
 2020-02-16 10:52:44 -05:00
Jirka Borovec af44583050
drop torchvision, tests only (#797) 
* drop torchvision, tests only

* manifest

* move test utils
 2020-02-10 22:47:18 -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
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
Harsh Sharma eeb48ceb96 implement forward and update args (#709) (#724) 
* implement forward and update args (#709)

Fixes the following issues as discussed in issue #709

1) Implement forward method wrapped.
2) Set default value for seed. "None" breaks tensorboard.
3) Update redundant hparams.data to new hparams.data_path.
4) Update 'use-16bit' to 'use_16bit' to maintain consistency.

* Fix failing GPU tests (#722)

* Fix distributed_backend=None test

We now throw a warning instead of an exception. Update test
to reflect this.

* Fix test_tube logger close when debug=True

* 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

* implement forward and update args (#709)

Fixes the following issues as discussed in issue #709

1) Implement forward method wrapped.
2) Set default value for seed. "None" breaks tensorboard.
3) Update redundant hparams.data to new hparams.data_path.
4) Update 'use-16bit' to 'use_16bit' to maintain consistency.

* use self.forward for val step (#709)

Co-authored-by: Nic Eggert <nic@eggert.io>
Co-authored-by: William Falcon <waf2107@columbia.edu>
 2020-01-21 16:35:42 -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
Elliot Waite 1051c189e1 Simplify variables: step, epoch, max_epochs, min_epochs (#589) 2019-12-07 08:50:21 -05:00
William Falcon 6ba30a113d
fixed gan template (#528) 
* fixed gan template

* Update gan.py
 2019-12-04 08:28:46 -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
William Falcon c10ca47ab8 fix imagenet example 2019-11-09 07:15:07 -05:00
Jason Phang d56750899f ImageNet Example (#476) 
* ImageNet example

* cleanup

* cleanup

* Minor changes from feedback

* More cleanup
 2019-11-09 01:02:21 -05:00
Ir1dXD 5a9afb11cc change print to logging (#457) 
* change print to logging

* always use logging.info

* use f-strings

* update code style

* set logging configs

* remove unused code
 2019-11-05 08:43:21 -05:00
Nic Eggert 05cea3ff8b Save / Load Hyperparameters with checkpoint (#415) 
* Save and load hparams from checkpoints

* Update docs

* Add warning when not saving hparams

* Missing import

* Update .run_local_tests.sh

* Update lm_test_module_mixins.py

* Update lightning_module_template.py
 2019-10-23 04:48:24 -04:00
Jirka Borovec f18aee30a5 Minor imports cleaning (#402) 
* code cleaning

* drop unused imports

* optimize imports
 2019-10-22 11:32:40 +03:00
Jirka Borovec 67f6e7bb19 Fix testing for mac OS (#399) 
* fix test for MacOS

* formatting

* fix pkg names
 2019-10-20 17:03:16 +02:00
William Falcon b0281395bf changes examples to pl_examples for name connflict 2019-10-19 00:41:17 +02:00