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Author SHA1 Message Date
Jirka Borovec 06e8910f06
pytorch 1.6 (#2745) 
* pt 1.6

* don't use the new zipfile serialization for now

* quick flake8 fixes

* remove unnecessary f

* coalesce strings

* remove comma

* remove extra commas

* Apply suggestions from code review

Co-authored-by: Peter Yu <2057325+yukw777@users.noreply.github.com>

* set _use_new_zipfile_serialization to False only for pytorch 1.6.0

* remove unnecessary comments

* flake8 fixes

* use pkg_resources instead of packaging

* readme

* format

* version

* chlog

Co-authored-by: Peter Yu <peter@asapp.com>
Co-authored-by: Peter Yu <2057325+yukw777@users.noreply.github.com>
 2020-07-31 11:18:32 +02:00
Jirka Borovec 590e7fb1fd
tests: add default_root_dir=tmpdir (#2392) 
* tests: add default_root_dir=tmpdir

* remove duplicate tmpdir args

* add missing fixture

* test requires multi gpu

* typo

* resize

Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
 2020-07-28 09:47:53 -04:00
William Falcon aaa1553e35
tests for val loop flow (#2605) 
* add tests for single scalar return from training

* add tests for single scalar return from training

* add tests for single scalar return from training

* fixing val step only

* fixing val step only

* fixing val step only

* fixing val step only

* fixing val step only

* fixing val step only

* fixing val step only

* fixing val step only

* fixing val step only

* fixing val step only

* fixing val step only

* fixing val step only

* fixing val step only

* fixing val step only

* fixing val step only

* fixing val step only

* fixing val step only

* fixing val step only

* fixing val step only

* fixing val step only

* fixing val step only

* fixing val step only
 2020-07-14 14:20:45 -04:00
William Falcon 69cbb62774
Finish #2549 (#2557) 
* removed spawns for test_converters and verified tests

Co-authored-by: Ananya Harsh Jha <ahj265@nyu.edu>
Co-authored-by: zcain <zcain@google.com>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Jirka <jirka@pytorchlightning.ai>
 2020-07-08 20:33:48 -04:00
William Falcon 11069c8784
Fix ddp tests + .test() (#2512) 
* added base tests for tpu

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* added base tests for tpu

* added base tests for tpu

* fix deprecation warnings

* added base tests for tpu

* added base tests for tpu

* Update pytorch_lightning/trainer/trainer.py

Co-authored-by: Jeremy Jordan <13970565+jeremyjordan@users.noreply.github.com>

* added base tests for tpu

* added base tests for tpu

* added base tests for tpu

* added base tests for tpu

* added base tests for tpu

* added base tests for tpu

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* added base tests for tpu

* added base tests for tpu

* added base tests for tpu

* added base tests for tpu

* added base tests for tpu

* added base tests for tpu

* added base tests for tpu

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* added base tests for tpu

* added base tests for tpu

* added base tests for tpu

* added base tests for tpu

* added base tests for tpu

* added base tests for tpu

* added base tests for tpu

* added base tests for tpu

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* added base tests for tpu

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* added base tests for tpu

* added base tests for tpu

* added base tests for tpu

* added base tests for tpu

* added base tests for tpu

Co-authored-by: Jirka <jirka@pytorchlightning.ai>
Co-authored-by: Jeremy Jordan <13970565+jeremyjordan@users.noreply.github.com>
 2020-07-07 12:24:56 -04:00
Adrian Wälchli 25ee51bc57
Continue Jeremy's early stopping PR #1504 (#2391) 
* add state_dict for early stopping

* move best attr after monitor_op defined

* improve early stopping and model checkpoint callbacks

* fix formatting

* fix attr init order

* clean up setting of default_root_dir attr

* logger needs default root dir set first

* reorg trainer init

* remove direct references to checkpoint callback

* more fixes

* more bugfixes

* run callbacks at epoch end

* update tests to use on epoch end

* PR cleanup

* address failing tests

* refactor for homogeneity

* fix merge conflict

* separate tests

* tests for early stopping bug regressions

* small fixes

* revert model checkpoint change

* typo fix

* fix tests

* update train loop

* cannot pass an int as default_save_path

* refactor log message

* fix test case

* appease the linter

* fix some doctests

* move config to callback

* fixes from rebase

* fixes from rebase

* chlog

* docs

* reformat

* formatting

* fix

* fix

* fixes from rebase

* add new test for patience

* 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>

* Update tests/callbacks/test_early_stopping.py

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

* fix formatting

* remove enable_early_stop attribute

* add state_dict for early stopping

* move best attr after monitor_op defined

* improve early stopping and model checkpoint callbacks

* fix formatting

* fix attr init order

* clean up setting of default_root_dir attr

* logger needs default root dir set first

* reorg trainer init

* remove direct references to checkpoint callback

* more fixes

* more bugfixes

* run callbacks at epoch end

* update tests to use on epoch end

* PR cleanup

* address failing tests

* refactor for homogeneity

* fix merge conflict

* separate tests

* tests for early stopping bug regressions

* small fixes

* revert model checkpoint change

* typo fix

* fix tests

* update train loop

* fix test case

* appease the linter

* fix some doctests

* move config to callback

* fixes from rebase

* fixes from rebase

* chlog

* docs

* reformat

* formatting

* fix

* fix

* fixes from rebase

* add new test for patience

* 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>

* Update tests/callbacks/test_early_stopping.py

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

* fix formatting

* remove enable_early_stop attribute

* fix test with new epoch indexing

* fix progress bar totals

* fix off by one error (see #2289) epoch starts at 0 now

* added missing imports

* fix hpc_save folderpath

* fix formatting

* fix tests

* small fixes from a rebase

* fix

* tmpdir

* tmpdir

* tmpdir

* wandb

* fix merge conflict

* add back evaluation after training

* test_resume_early_stopping_from_checkpoint TODO

* undo the horovod check

* update changelog

* remove a duplicate test from merge error

* try fix dp_resume test

* add the logger fix from master

* try remove default_root_dir

* try mocking numpy

* try import numpy in docs test

* fix wandb test

* pep 8 fix

* skip if no amp

* dont mock when doctesting

* install extra

* fix the resume ES test

* undo conf.py changes

* revert remove comet pickle from test

* Update CHANGELOG.md

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

* Update weights_loading.rst

* Update weights_loading.rst

* Update weights_loading.rst

* renamed flag

* renamed flag

* revert the None check in logger experiment name/version

* add the old comments

* _experiment

* test chckpointing on DDP

* skip the ddp test on windows

* cloudpickle

* renamed flag

* renamed flag

* parentheses for clarity

* apply suggestion max epochs

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

Co-authored-by: Jeremy Jordan <jtjordan@ncsu.edu>
Co-authored-by: Jirka <jirka@pytorchlightning.ai>
Co-authored-by: Jeremy Jordan <13970565+jeremyjordan@users.noreply.github.com>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: William Falcon <waf2107@columbia.edu>
 2020-06-28 21:36:46 -04:00
Jirka Borovec f1c96930b1
repair CI for Win (#2358) 
* no cov

* no cov

* ReduceOp

* group

* reduce_op.sum

* Update sklearns.py

* formatting

* horovod

* Apply suggestions from code review

* horovod

* horovod

* horovod

* horovod

* ci

* print

* ci

* timeout

* timeout

* time

* fix

* distributed cpu

* pipes

* time

* cpu

* spawn

* spawn

* spawn

* tp

* separate

* os

* os

* npm

* Fix load_from_checkpoint() not working with URL on Windows

* Update CHANGELOG

* Update CHANGELOG.md

Co-authored-by: Peter Yu <2057325+yukw777@users.noreply.github.com>

* Apply suggestions from code review

* fix

* fix meta tags creating empty lines

* pyright

* node

* fix httpserver address

* drop tutils.default_trainer_options

* imports

* Better fix for load_from_checkpoint() not working with absolute path on Windows (#2294)

* Fix load_from_checkpoint() not working with URL on Windows

* Update CHANGELOG

* Update CHANGELOG.md

Co-authored-by: Peter Yu <2057325+yukw777@users.noreply.github.com>

* Apply suggestions from code review

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Peter Yu <2057325+yukw777@users.noreply.github.com>

* drop duplicate

Co-authored-by: Justus Schock <12886177+justusschock@users.noreply.github.com>
Co-authored-by: airium <airium@outlook.com>
Co-authored-by: Peter Yu <2057325+yukw777@users.noreply.github.com>
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
Co-authored-by: AIRIUM <38249940+airium@users.noreply.github.com>
 2020-06-26 21:38:25 -04:00
Jirka Borovec f278ac42c8
Revert/Fix: epoch indexing from 1, to be from 0 (#2289) 
* Revert "deprecated: epoch indexing from 1 (#2206)"

This reverts commit f94b919b

* chlog

* grad index

* Apply suggestions from code review

* tests

* fix

* test
 2020-06-19 23:39:53 -04:00
William Falcon 2411c3be70
replace train_percent_check with limit_train_batches (#2220) 
* drop train_percent_check

* drop train_percent_check

* drop train_percent_check

* drop train_percent_check

* drop train_percent_check

* drop train_percent_check

* drop train_percent_check

* drop train_percent_check

* drop train_percent_check

* drop train_percent_check

* drop train_percent_check

* drop train_percent_check

* drop train_percent_check

* drop train_percent_check

* drop train_percent_check

* drop train_percent_check

* drop train_percent_check

* chlog

* deprecated

* deprecated

* deprecated

* tests

* tests

* Apply suggestions from code review

* tests

* hydra support

* tests

* hydra support

* hydra support

* hydra support

* tests

* typo

* typo

* Update test_dataloaders.py

* docs

* docs

* docs

* docs

Co-authored-by: Jirka <jirka@pytorchlightning.ai>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
 2020-06-17 13:42:28 -04:00
William Falcon 04c794ca72
[WIP] Rename overfit_pct to overfit_batches (and fix) and val_percent_check and test_percent_check (and fix) (#2213) 
* fixed percent check for val/test

* fixed percent check for val/test

* fixed percent check for val/test

* fixed percent check for val/test

* overfit_pct now uses train loaders for val and test and does not shuffle

* overfit_pct now uses train loaders for val and test and does not shuffle

* overfit_pct now uses train loaders for val and test and does not shuffle

* overfit_pct now uses train loaders for val and test and does not shuffle

* overfit_pct now uses train loaders for val and test and does not shuffle

* overfit_pct now uses train loaders for val and test and does not shuffle

* overfit_pct now uses train loaders for val and test and does not shuffle

* overfit_pct now uses train loaders for val and test and does not shuffle

* overfit_pct now uses train loaders for val and test and does not shuffle

* overfit_pct now uses train loaders for val and test and does not shuffle

* overfit_pct now uses train loaders for val and test and does not shuffle

* overfit_pct now uses train loaders for val and test and does not shuffle

* overfit_pct now uses train loaders for val and test and does not shuffle

* overfit_pct now uses train loaders for val and test and does not shuffle

* overfit_pct now uses train loaders for val and test and does not shuffle

* overfit_pct now uses train loaders for val and test and does not shuffle

* overfit_pct now uses train loaders for val and test and does not shuffle

* overfit_pct now uses train loaders for val and test and does not shuffle

* overfit_pct now uses train loaders for val and test and does not shuffle

* overfit_pct now uses train loaders for val and test and does not shuffle

* overfit_pct now uses train loaders for val and test and does not shuffle

* overfit_pct now uses train loaders for val and test and does not shuffle

* overfit_pct now uses train loaders for val and test and does not shuffle

* add on fit_start on fit_end hooks

* add on fit_start on fit_end hooks

* add on fit_start on fit_end hooks

Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
 2020-06-17 08:03:28 -04:00
Jirka Borovec f94b919b96
deprecated: epoch indexing from 1 (#2206) 
* epoch indexing from 1

* chlog

* fix tests

* fix tests

* self.min_epochs
 2020-06-16 06:33:41 -04:00
Peter Yu 37e7582486
Add ckpt_path option to LightningModule.test() (#2190) 
* Add ckpt_path option to LightningModule.test()

If ckpt_path is "best" (default), it loads the best weights saved by ModelCheckpoint for the test loop.
If ckpt_path is a path to a checkpoint file, it loads the weights from the file for the test loop.
If ckpt_path is None, it uses the weights from the end of training for the test loop.
If model parameter is set, ckpt_path is ignored.

* Update test_set.rst

Co-authored-by: William Falcon <waf2107@columbia.edu>
 2020-06-15 08:02:37 -04:00
Jirka Borovec 16a7326e52
test cloudpickle (#2105) 
* cloudpickle

* ci tests
 2020-06-09 16:51:30 -04:00
Jirka Borovec d2967d9305
update hparams, allow OmegaConf (#2047) 
* DictConf

* inits

* Apply suggestions from code review

Co-authored-by: Omry Yadan <omry@fb.com>

* wip

* wip

* wip

* wip

* wip

* wip

* wip

* wip

* wip

* wip

* atrib

* wip

* wip

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* added hparams test

* wip

* wip

* wip

* wip

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* Update test_hparams.py

* added hparams test

* added hparams test

* pep8

* pep8

* pep8

* docs

* wip

* wip

* clean

* review @omry

* Update docs/source/hyperparameters.rst

Co-authored-by: Omry Yadan <omry@fb.com>

Co-authored-by: Omry Yadan <omry@fb.com>
Co-authored-by: William Falcon <waf2107@columbia.edu>
 2020-06-08 07:19:34 -04:00
William Falcon 82a20296e3
Replaces ddp .spawn with subprocess (#2029) 
* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* replace ddp spawn with subprocess

* hot fix

* hot fix

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 2020-06-01 11:00:32 -04:00
William Falcon caa9c6760b
replace Hparams by init args (#1896) 
* remove the need for hparams

* remove the need for hparams

* remove the need for hparams

* remove the need for hparams

* replace self.hparams

* replace self.hparams

* replace self.hparams

* replace self.hparams

* replace self.hparams

* replace self.hparams

* replace self.hparams

* replace self.hparams

* replace self.hparams

* replace self.hparams

* replace self.hparams

* replace self.hparams

* replace self.hparams

* replace self.hparams

* replace self.hparams

* replace self.hparams

* replace self.hparams

* replace self.hparams

* replace self.hparams

* replace self.hparams

* replace self.hparams

* replace self.hparams

* replace self.hparams

* replace self.hparams

* replace self.hparams

* replace self.hparams

* replace self.hparams

* replace self.hparams

* replace self.hparams

* replace self.hparams

* replace self.hparams

* replace self.hparams

* fixed

* fixed

* fixed

* fixed

* fixed

* fixed

* fixed

* fixed

* fixed

* fixed

* fixed

* fixed

* fixed

* fixed

* finished moco

* basic

* testing

* todo

* recurse

* hparams

* persist

* hparams

* chlog

* tests

* tests

* tests

* tests

* tests

* tests

* review

* saving

* tests

* tests

* tests

* docs

* finished moco

* hparams

* review

* Apply suggestions from code review

Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>

* hparams

* overwrite

* transform

* transform

* transform

* transform

* cleaning

* cleaning

* tests

* examples

* examples

* examples

* Apply suggestions from code review

Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>

* chp key

* tests

* Apply suggestions from code review

* class

* updated docs

* updated docs

* updated docs

* updated docs

* save

* wip

* fix

* flake8

Co-authored-by: Jirka <jirka@pytorchlightning.ai>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
 2020-05-24 18:59:08 -04:00
So Uchida 22d7d03118
Replace meta_tags.csv with hparams.yaml (#1271) 
* 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

* mata_tags.csv -> hparams.yaml

* code style fixes

* add pyyaml

* remove unused import

* create the member NAME_HPARAMS_FILE

* improve tests

* Update tensorboard.py

* pass the local test w/o relavents of Horovod

* formatting

* update dependencies

* fix dependencies

* Apply suggestions from code review

* add savings

* warn

* docstrings

* tests

* Apply suggestions from code review

* saving

* Apply suggestions from code review

* use default

* remove logging

* typo fixes

* update docs

* update CHANGELOG

* clean imports

* add blank lines

* Update pytorch_lightning/core/lightning.py

Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>

* Update pytorch_lightning/core/lightning.py

Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>

* back to namespace

* add docs

* test fix

* update dependencies

* add space

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
 2020-05-13 15:05:15 +02:00
Jirka Borovec 134eb61e1a
Tests: refactor cleanup (#1744) 
* wip

* cleaning

* optim imports

* -

* default hparams

* fix restore

* fix imports
 2020-05-10 13:15:28 -04:00
Jirka Borovec 1077159834
Tests: refactor models (#1691) 
* refactor default model

* drop redundant seeds

* drop redundant seeds

* refactor models tests

* refactor models tests

* imports

* fix conf

* Apply suggestions from code review
 2020-05-04 11:38:08 -04:00
Jirka Borovec f380027951
refactor default model (#1652) 
* refactor default model

* drop redundant seeds

* formatting

* path

* formatting

* rename
 2020-05-02 08:38:22 -04:00
Jirka Borovec 34bc149359
move unnecessary dict trainer_options (#1469) 
* move unnecessary dict trainer_options

* fix tests

* fix tests

* formatting

* missing
 2020-05-01 10:43:58 -04:00
Jirka Borovec c1c6e3b6c9
default test logger (#1478) 
* default test logger

* fix tests

* spawn

* try

* simplify tests

* simplify tests

* formatting

* loggers

* loggers

* revert to TestTube

* default

* default

* wraps

* world size

* optim imports
 2020-04-21 20:33:10 -04:00
William Falcon b78c3d4da8
Fix weights path (#1445) 
* renamed default path to actual root_dir

* added default weights path

* added default weights path

* added default weights path
 2020-04-10 12:02:59 -04:00
Gerard Bentley f33b5a8d99
Simplify progress bar args (#1108) 
* show progress bar dependent on refresh_rate

* test progress_bar_refresh control show bar

* remove show_progress_bar from other tests

* borda fixes

* flake8 fix

* changelog update prog bar refresh rate

* move show_progress_bar to deprecated 0.9 api

* rm show_progress_bar references, test deprecated

* Update pytorch_lightning/trainer/__init__.py

* fix test

* changelog

* minor CHANGELOG.md format

* Update pytorch_lightning/trainer/__init__.py

* Update pytorch_lightning/trainer/trainer.py

Co-authored-by: Gerard Bentley <gbkh2015@mymail.pomona.edu>
Co-authored-by: William Falcon <waf2107@columbia.edu>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: J. Borovec <jirka.borovec@seznam.cz>
 2020-04-03 00:53:00 +02:00
Jirka Borovec 724b787cd1
faster CI testing (#1323) 
* MNIST digits

* increase test acc

* smaller parity

* drone builds

* increase GH action timeout

* drone format

* fix paths

* drone cache

* circle cache

* fix test

* lower nb epochs

* circleCI

* user orb

* fix test

* fix test

* circle cache

* circle cache

* circle cache

* comment caches

* benchmark batch size

* cache dataset

* smaller dataset

* smaller dataset

* fix nb samples

* batch size

* fix test
 2020-04-02 12:28:44 -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
Jirka Borovec 2ca5356429
clear skipping tests (#1285) 
* clear skipping tests

* fix simple/multi GPU

* review: simplify
 2020-03-30 18:29:23 -04:00
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