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Author SHA1 Message Date
William Falcon f1e11d8b38
model_checkpoint to save all models (#1359) 
* model_checkpoint to save all models

* changelog

* rise if

Co-authored-by: jamesjjcondon <jamesjjcondon@gmail.com>
Co-authored-by: J. Borovec <jirka.borovec@seznam.cz>
 2020-04-05 15:56:26 +02:00
Adrian Wälchli 1f2da71069
Improved docs for callbacks (#1370) 
* improved docs for callbacks

* class references

* make doctest pass

* doctests

* fix lines too long

* fix line too long

* fix permission error in doctest

* Apply suggestions from code review

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

* fix doctest

* fix default

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
 2020-04-05 09:38:52 +00:00
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
Adrian Wälchli 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 d51bb40695.

* 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
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
Jirka Borovec 514d182b7f
cleaning imports (#1032) 2020-03-12 12:41:37 -04:00
Xing Zhao LEE b4d4e489bf
Run on_validation_end only on main process in DDP (#1125) 
Co-authored-by: xingzhaolee <xingzhaolee@users.noreply.github.com>
 2020-03-12 15:50:00 +01:00
Jirka Borovec ff1f8ef400 Test deprecated API for 0.8.0 and 0.9.0 (#1071) 
* till 0.8

* refactor

* fix tests

* fix tests

* deprx till 0.9

* Update trainer.py

* Apply suggestions from code review

Co-authored-by: William Falcon <waf2107@columbia.edu>
 2020-03-06 21:36:44 +01:00
Jeremy Jordan c5b81d04c7
add docs title (#1063) 2020-03-05 22:25:05 -05:00
William Falcon 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 Borovec 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 6a39573267 lint 2020-03-03 16:57:49 -05:00
Jirka Borovec 64de57b09e
update checkpoint docs (#1016) 
* update checkpoint docs

* fix tests

* fix tests

* formatting

* typing

* filename

* fix tests

* fixing tests

* fixing tests

* fixing tests

* unique name

* fixing

* fixing

* Update model_checkpoint.py

Co-authored-by: William Falcon <waf2107@columbia.edu>
 2020-03-03 15:16:57 -05:00
William Falcon 1d11f61c36
Docs2 (#1028) 
* added community examples

* added community examples
 2020-03-03 11:39:43 -05:00
Jeremy Jordan 705e576417
consolidate callbacks and hooks (#950) 
* consolidate callbacks and hooks

* ensure callbacks recieve proper arg types

* remove model from init callback events

* clean up early stopping event

* update changelog

* remove on_fit_start and on_fit_end

* fix args for on_init_start and on_init_end

* handle case where early stopping is not used

* show all callback methods

* wrap checkpoint callback logic into proper class

* fix check for main process in checkpoint callback

* move callbacks test to separate file

* refactor arg checks

* get model and call hook on same line

* define trainer_options dict in one call

* add more asserts to callback test
 2020-03-02 23:51:32 -05:00
William Falcon ad80a7d638
clean docs (#967) 
* clean docs

* clean docs

* clean docs
 2020-02-27 17:21:51 -05:00
Hadrien Mary be244560b2
Callbacks [wip] (#889) 
* Add callback system + associated test

* Add trainer and pl_module args to callback methods

* typing

* typo in docstring

* Switch to on_.*_start()

* fix on_test_start

* fix the mess after rebasing
 2020-02-25 23:17:27 -05:00
Hadrien Mary 89d5772f55
Split callbacks (#849) 
* add .vscode in .gitignore

* Split callbacks in individual files + add a  property to Callback for easy trainer instance access

* formatting

* Add a conda env file for quick and easy env setup to develop on PL

* Adress comments

* add fix to kth_best_model

* add some typing to callbacks

* fix typo

* add autopep8 config to pyproject.toml

* format again

* format

* fix toml

* fix toml again

* consistent max line length in all config files

* remove conda env file

* Update pytorch_lightning/callbacks/early_stopping.py

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

* Update pytorch_lightning/callbacks/model_checkpoint.py

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

* docstring

* Update pytorch_lightning/callbacks/model_checkpoint.py

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

* Update pytorch_lightning/callbacks/model_checkpoint.py

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

* fix logic error

* format

* simplify if/else

* format

* fix linting issue in changelog

* edit changelog about new callback mechanism

* fix remaining formating issue on CHANGELOG

* remove lambda function because it's compatible with pickle (used during ddp)

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
 2020-02-22 21:45:34 -05:00
Vadim Bereznyuk edd4a87fb0
Refactor callbacks (#776) 
* Refactor callbacks

* flake8

* Update docstrings

* Simplified callback, protected trainer

* .set_trainer() check

* update docs

* missed super().__ini__()

* Updated tests

* Use uppercase

* refine checkpoint callback tests

* Added test_begin() and test_end()
 2020-02-16 00:03:05 -05:00
Jirka Borovec 853c4c1e7b
update deprecated messages (#810) 
* update deprecated messages

* formatting

* fix docs tags
 2020-02-11 07:41:15 -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 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
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
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 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
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
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
Dang Nguyen Anh Khoa b5b77e44b1 fix logging error (#575) 
* fix logging error

* no need for the '+' sign

* move space to beginning of next line
 2019-12-04 07:04:14 -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
Tullie Murrell 55edf7c922 Remove unneeded filename print (#540) 2019-11-23 04:00:39 -05:00
Tanel Alumäe 539d7bcb44 Avoid race condition in creating checkpoint directories (#530) 
* Avoid race condition in creating checkpoint directories

In multi-GPU training, several processes run the code that creates checkpoint dirs. This fix avoids a probably rare situation (but it happened to me) where another process created a dir between the `exists` check and the `makedirs` call.

* Remove the now unneeded check for dir existence
 2019-11-21 13:27:39 -05:00
Ir1dXD 7324dd902b change Checkpoint callback's `save_best_only` to `save_top_k` (#128) 
* docs: enable syntax highlight

* feat: change Checkpoint callback's `save_best_only` to `save_top_k`

fix #70

* docs: update docs for save_top_k

* revert other files

* style: lint for travis-ci

* fix typo

* make flake8 happy

* update according to review

* add tests

* rename func to private

* add doc on `save_top_k == 0`

* make flake8 happy

* update according to PR comments

* change some f-strings

* Update pt_callbacks.py

* Update test_models.py

* update options

* create folders

* Update test_models.py

* change epoch num

* support calling multiple times, add docs and tests

* update docs

* roll back changes in earlystopping

* clean test files

* make flake8 happy

* fix epoch number

* update tests about epoch numbers

* clean debugging code

* fix testing utils codes

* fix testing utils codes

* fix testing utils codes

* fix testing utils codes

* change save_dir to tests/tests according to previous lines

* remove unused overwrite option

* make flake8 happy

* change var name as per review

* make flake8 happy

* update property name to work on master

* elaborate in the docs

* update docs as per review

* revert previous commit

accidentally pressed wrong button when solving conflicts
 2019-11-19 15:43:34 -08:00
Anton Bakhtin e22dea228f Remove errnonoeous comma in logging call (#474) 2019-11-08 08:50:39 -05:00
Nic Eggert 9fa2806605 Fix ModelCheckpoint default paths (#413) 
* Make name and version properties required

* Warn before deleting files in checkpoint directory

* Get default checkpoint path from any logger

* Fix typos

* Uncomment logger tests

* Whitespace

* Update callback_config_mixin.py

checkpoints and version file names would just have a number. it's easy to tell what you're looking at with version_ prepended

* Address comments

* Fix broken tests
 2019-11-05 10:41:59 -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
Jirka Borovec f18aee30a5 Minor imports cleaning (#402) 
* code cleaning

* drop unused imports

* optimize imports
 2019-10-22 11:32:40 +03:00
William Falcon 416187fd56 Fixes #380 2019-10-18 15:33:00 +02:00
William Falcon dcaba55251
Early stopping (#332) 
* callbacks use all other keys in return dict

* callbacks use all other keys in return dict

* callbacks use all other keys in return dict

* callbacks use all other keys in return dict

* remove os.exit from early stopping
 2019-10-08 16:21:00 -04:00
William Falcon 7099f8dbfb
split trainer mixins (#209) 
* split trainer mixins

* Update multi_node_cluster_template.py

* Update single_cpu_template.py

* Update single_gpu_node_16bit_template.py

* Update single_gpu_node_ddp_template.py

* Update single_gpu_node_dp_template.py

* Update trainer_cpu_template.py

* Update trainer_io.py

* split trainer mixins

* Update multi_node_cluster_template.py

* deconflicted

* deconflicted

* deconflicted
 2019-09-06 14:11:07 -04:00
Stanislav 73cf47112e Gradient accumulation callback (#150) 
* Gradient accumulation callback

* little test case

* typo

* import fix

* method name fix

* fix epochs indexing from 1

* better code style

* code style fix v2 :/

* change interface

* fix Trainre new api in tests

* trainer api bug fix

* new raising error, new update method

* extentions tests

* a little better tests

* typo fix

* flack8 better

* using scheduler for int and dict

* typo

* firs epoch bug fix

* test update

* empty dict exception

* floats check

* codestyle fix

* grad counting test

* someday, i will install normal linter

* add more checks

* Update test_models.py

* Update test_models.py

* Update test_models.py

* Update test_models.py

* Update test_models.py

* Update test_models.py

* Update test_models.py
 2019-08-30 10:56:14 -04:00
William Falcon 10e4b18452 made imports absolute 2019-08-07 10:14:59 -04:00
Jiri BOROVEC c44966a8bf apply PEP8 2019-08-06 22:45:27 +02:00
Jiri BOROVEC 469941a528 pkg relative imports 
* split requirements.txt
* pytest verbose
 2019-08-05 10:52:09 +02:00
William Falcon ffe0cd5965 removing unused imports 2019-08-04 13:08:45 -05:00
William Falcon 522af58504 clean up dead code 2019-07-03 17:05:20 -04:00
William Falcon 63d84283a4 removed checkpoint save_function option 2019-06-28 17:14:18 -04:00
William Falcon 4f75515ca4 adding docs 2019-06-27 11:04:02 -04:00