99ea2a3b35
define Yapf config ( #5591 )
...
* define YAPF
* add check
* add check
* add temp ignore
* apply yapf
* ex
2021-01-27 21:58:33 -05:00
7e2e874d95
Refactor: legacy accelerators and plugins ( #5645 )
...
* tests: legacy
* legacy: accel
* legacy: plug
* fix imports
* mypy
* flake8
2021-01-26 20:04:36 -05:00
0435e23a64
deprecate enable_pl_optimizer as it is not restored properly ( #5244 )
...
* update
* clean test
* still in progress
* udpdate test
* update
* update
* resolve flake
* add test for zero_grad
* update
* works without accumulated_grad
* update
* update
* resolve amp
* revert back to True
* update
* clean tests
* cleaned out
* typo
* update test
* git repare bug
* remove print
* udpate
* Fix formatting/optimizer imports
* Refactor the test for cleanliness
* Add vanilla model to the test, better var names
* Fixed var names, let's clean up these mock tests
* repare test
* update test
* resolve flake8
* add manual_optimization
* update tests
* resolve flake8
* add random accumulate_grad_batches
* improve test
* Update tests/trainer/optimization/test_parity_automatic_optimization.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* Update tests/trainer/optimization/test_parity_automatic_optimization.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* update
* clean tests
* correct bug
* Apply suggestions from code review
* format
* adress comments
* update on comments
* wip
* typo
* depreceate enable_pl_optimizer
* resolve latest bugs
* update
* resolve merge
* add comment
* Update pytorch_lightning/core/lightning.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* Update tests/deprecated_api/test_remove_1-3.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* Update pytorch_lightning/trainer/connectors/optimizer_connector.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* Update pytorch_lightning/trainer/trainer.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* Update pytorch_lightning/trainer/trainer.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* Update tests/trainer/optimization/test_parity_automatic_optimization.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* update on comments
* update restore
* add a property
* remove setstate as not needed anymore
* update test
* provide optimizer to on_before_zero_grad
* update on comments
* update on comments
* Update pytorch_lightning/trainer/trainer.py
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* Update tests/trainer/optimization/test_parity_automatic_optimization.py
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* Update tests/trainer/optimization/test_parity_automatic_optimization.py
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* Update tests/trainer/optimization/test_parity_automatic_optimization.py
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* mofidy import
* update changelog
* resolve flake8
* update
* update
* clean doc
Co-authored-by: SeanNaren <sean@grid.ai>
Co-authored-by: Ubuntu <ubuntu@ip-172-31-62-109.ec2.internal>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Jirka Borovec <jirka.borovec@seznam.cz>
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
Co-authored-by: Sean Naren <sean.narenthiran@gmail.com>
(cherry picked from commit f2e99d617f
2021-01-26 14:29:46 +01:00
52c3081b4c
add memory parity for PL vs Vanilla ( #5170 )
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* refactor
* memory
* show
* clean
* clean
* try
* device
* reset
* fix
* fix
* mean
* hook
* format
* add todo
Co-authored-by: chaton <thomas@grid.ai>
Co-authored-by: chaton <thomas@grid.ai>
(cherry picked from commit 6adc1b32bd
2021-01-06 11:40:01 +01:00
3c5dad7100
Document speed comparison ( #2072 )
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* docs
* script
* dump
* desc
* import
* import
* if
* norm
* t
* finished
* isort
* typing
Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
* xlabel
* pandas
* time
Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
2021-01-05 09:58:37 +01:00
151d86e40b
Update isort config ( #5142 )
...
* Update isort config
* Apply isort with new config
* Fix typo in isort config
* fix rebase
Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>
2021-01-05 09:57:37 +01:00
b72ed71d4e
Refactor: clean trainer device & distrib setters ( #5297 )
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* naive replace
* simplify
* clean
* .
* fix
* .
* fix
* fix
2021-01-04 17:10:13 +00:00
059eaecbb4
set xxx_AVAILABLE as protected ( #5082 )
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* sett xxx_AVAILABLE as protected
* docs
2020-12-14 20:19:05 +05:30
ef8ef12fd0
[feat] pp 2/n ( #5026 )
...
* Added changes for RPC plugin
* Add missing kwargs
* Fix code format
* Loading refactors by introducing is_distributed var, fix optimizer step flow
* Add rpc guard
* Added docstrings and typing
* resolve comments
* Add additional rpc hook, refactor name of exit process hook for clarity
* remove annotation
* Modify behaviour to allow optional return, add test for rpc plugin
* resolve tests
* rename is_ddp_based
* update
* update for windows
* update
* resolve test
* code smell
* Added sequential plugin
* resolve bug
* update
* cleanup
* add Exception
* resolve docs
* Remove ddp support
* Revert distributed -> ddp
* Update pl_examples/basic_examples/conv_sequential_example.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* Update pl_examples/basic_examples/conv_sequential_example.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* Update pytorch_lightning/plugins/ddp_sequential_plugin.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* Address code review points
* Update pytorch_lightning/plugins/ddp_sequential_plugin.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* Update pytorch_lightning/plugins/ddp_sequential_plugin.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* Add missing return
* Fix formatting, add datamodule args
* add small comment
* resolve comments
* resolve comments
* update source for fairscale
* update extras
* remove staticmethod
* resolve flake8
* Skip tests that are failing due to bug upstream with multiple optimizers and shard
* update
* update on comments
* clean test
* latest comments
* remove old comments
* add todo
* Update version
* update
* resolve bugs
* resolve bugs
* update test
* remove hanging test
* Update pytorch_lightning/plugins/ddp_sequential_plugin.py
Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
* resolve on comments
* Update pytorch_lightning/plugins/ddp_sequential_plugin.py
Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
* resolve on comments
* Update pytorch_lightning/plugins/ddp_sequential_plugin.py
Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
* Update pytorch_lightning/plugins/ddp_sequential_plugin.py
Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
* Update pytorch_lightning/plugins/ddp_sequential_plugin.py
Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
* Update pytorch_lightning/plugins/ddp_sequential_plugin.py
Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
* remove ImportError
Co-authored-by: SeanNaren <sean@grid.ai>
Co-authored-by: Sean Naren <sean.narenthiran@gmail.com>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
2020-12-09 12:56:51 +00:00
53d7c9555c
drop usage of deprecated distributed_backend ( #5009 )
...
Co-authored-by: chaton <thomas@grid.ai>
Co-authored-by: Roger Shieh <sh.rog@protonmail.ch>
2020-12-09 09:18:23 +01:00
ee9b3fe574
[feat] pp 1/n ( #5016 )
...
* Added changes for RPC plugin
* Add missing kwargs
* Fix code format
* Loading refactors by introducing is_distributed var, fix optimizer step flow
* Add rpc guard
* Added docstrings and typing
* resolve comments
* Add additional rpc hook, refactor name of exit process hook for clarity
* remove annotation
* Modify behaviour to allow optional return, add test for rpc plugin
* resolve tests
* rename is_ddp_based
* update
* update for windows
* update
* resolve test
* code smell
* Revert back to init_ddp_connection for backwards compat
* Swap to explicit name for property
* Add missing speed parity increase for CI variability, fix call counts for child process
Co-authored-by: tchaton <thomas@grid.ai>
2020-12-08 22:02:10 +00:00
2393474350
[hotfix] ddp + manual_optimisation ( #4976 )
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* Rely on ddp plugin for blocking sync behaviour, and skip if we're using manual optimization
* debug
* Revert "debug"
This reverts commit ccca6b6b
2020-12-07 19:31:54 +00:00
add387c6a7
CI cleaning ( #4941 )
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* set
* cut
* env
* oonce
* env
* env
* env
2020-12-02 10:00:05 +00:00
e952dee292
Allow string plugins ( #4888 )
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* Allow plugin to be chosen via string
* Fix implementation, add tests
* Fix codefactor issues
* Added missing env patch
* Skip test for windows
* Reword reason
* Add skip to invalid test
* Create required_plugins function, move sharded amp requirement to plugin
* Pass AMPType, fix setter for apex
* Better doc strings
* Add exception when using apex
* Add trainer available_plugins function, warn user when plugins have been added automatically with option to override behaviour
* Fixed pep8 indent
* Fix codefactor issues
* Add env variables
* Update pytorch_lightning/cluster_environments/cluster_environment.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* Addressed code review
* Update pytorch_lightning/plugins/plugin_connector.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* Update pytorch_lightning/plugins/plugin_connector.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* Update pytorch_lightning/plugins/plugin_connector.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* Addressed more code review feedback
* Fixed docstrings
* Swapped to verbose runtime error
* Apply suggestions from code review
* Apply suggestions from code review
* Update pytorch_lightning/plugins/sharded_plugin.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* Change name
* Pass trainer to plugins that may require it
* Fix sharded plugin
* Added test to ensure string sharded works
* Removed trainer typing as this breaks pep8
* Fixed doc issues
* Fixed tests
Co-authored-by: chaton <thomas@grid.ai>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
2020-12-01 20:30:49 +00:00
42b9a387df
freeze DALI ( #4922 )
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* freeze DALI
* todos
* only CI
* Update .drone.yml
* string
* speed
Co-authored-by: Sean Naren <sean.narenthiran@gmail.com>
2020-11-30 21:21:59 +00:00
df7a52df5f
Increase multiple optimizers parity for drone CI ( #4884 )
2020-11-29 19:46:51 +00:00
f677efe61e
Merge pull request #4880 from PyTorchLightning/better_simple_profiler
...
Logging
2020-11-27 15:33:58 -05:00
1719b2dca4
Skip a few tests to reduce drone CI wait times
2020-11-27 20:21:50 +00:00
8e51543af9
reduce to 0.22
2020-11-27 19:05:09 +00:00
b36b9a0145
reduce parity test
2020-11-27 18:50:01 +00:00
d5d64f0ff6
add note
2020-11-27 18:36:50 +00:00
1f1a20c45f
reduce parity to 0.22
2020-11-27 18:36:18 +00:00
d12577d348
Reduce speed diff further, lack of GPU saturation is causing regressive times on drone CI
2020-11-27 16:28:24 +00:00
b4e8071de2
Increase speed diff for drone
2020-11-27 15:49:02 +00:00
bf9cf3dd01
Tighten up regression testing
2020-11-27 15:26:06 +00:00
1704773712
Address code review
2020-11-27 14:50:12 +00:00
bd4223e951
Fix imports
2020-11-27 13:22:58 +00:00
e52386b003
Combine utilities
2020-11-27 12:38:38 +00:00
10d41fb4ea
Moved common functions into utilities
2020-11-27 12:25:44 +00:00
bde2a12990
Fix var name
2020-11-27 10:37:49 +00:00
508eaff541
Fix name
2020-11-26 23:01:04 +00:00
fc9b2bf015
Fix logic and add test for apex check, rename file, add DDP launcher tests
2020-11-26 22:45:21 +00:00
c0e148bc27
Fix formatting
2020-11-26 17:37:37 +00:00
29e310807c
Fix import order
2020-11-26 17:07:48 +00:00
8a0c8fe0bd
Fixed imports, swap to relying on function for entire batch
2020-11-26 16:48:21 +00:00
47c121ef1a
Addressed code review points
2020-11-26 16:44:45 +00:00
500e2853f3
increase Parity threshold ( #4795 )
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* increase Parity threshold
* typos
* increase
* increase
2020-11-20 19:58:45 +00:00
144a5c9913
Increase parity to match logging refactor ( #4651 )
...
Co-authored-by: Jeff Yang <ydcjeff@outlook.com>
Co-authored-by: chaton <thomas@grid.ai>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
2020-11-14 10:33:30 +06:30
2d78d9b84a
CI: Added isort import check for the code on pull-request ( #4242 )
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* added isort CI job and updated isort config
* changed CI check output from files to full diff
* added isort pre-commit hook
* Added missing first party and restricted files affected by isort
* Applied isort to root-level, docs and benchmarks
* Apply suggestions from code review
Co-authored-by: Nathan Painchaud <nathanpainchaud@gmail.com>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: chaton <thomas@grid.ai>
2020-11-13 22:57:46 +01:00
9c8701f2e2
[feat] Logging refactor 2/n - train ( #4495 )
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* update logging
* solve more bugs
* replace Mapping by Dict
* update on comments
* resolve pep8
* Apply suggestions from code review
Co-authored-by: ananthsub <ananth.subramaniam@gmail.com>
* Update pytorch_lightning/trainer/connectors/logger_connector/epoch_result_store.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* update on comments
* typo
* update for coverage
* update test
* update
* Update tests/models/test_hooks.py
Co-authored-by: Sean Naren <sean.narenthiran@gmail.com>
* Update tests/models/test_hooks.py
Co-authored-by: Sean Naren <sean.narenthiran@gmail.com>
* update on comments
* remove deepcopy
* remove useless look for
* another small optim
* extra optim
* remove lastest optim, can be source of bug
* resolve bug
* add docstring
* optimize coverage
* Update pytorch_lightning/trainer/connectors/logger_connector/epoch_result_store.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* Update pytorch_lightning/trainer/connectors/logger_connector/epoch_result_store.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* Update tests/trainer/logging_tests/test_distributed_logging.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* Update pytorch_lightning/trainer/evaluation_loop.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* Update tests/trainer/logging/test_logger_connector.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* Update tests/trainer/logging_tests/test_train_loop_logging_1_0.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* update on comments
* update
* update on comments
* update parity speed
* get it down to 0.65
* update
* 0.8 max_dif
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: ananthsub <ananth.subramaniam@gmail.com>
Co-authored-by: Sean Naren <sean.narenthiran@gmail.com>
Co-authored-by: William Falcon <waf2107@columbia.edu>
2020-11-05 22:27:04 +00:00
8873750cf0
remove deprecated early_stop_callback ( #3982 )
2020-10-08 06:30:33 -04:00
838940eee7
removing this troubling test that has random behavior ( #3941 )
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* threshold
* threshold
2020-10-07 12:01:51 -04:00
1f8ff7c48c
ref: callback system and init ddp (1/n) ( #3836 )
...
* refactored callback system and init ddp
* refactored callback system and init ddp
* refactored callback system and init ddp
* refactored callback system and init ddp
2020-10-03 23:39:17 -04:00
440f837f6d
ref: part a of #3733 ( #3766 )
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* ref: part a of #3733
* ref: part a of #3733
2020-10-01 08:15:23 -04:00
49290a569b
ref: organize args 1/n ( #3435 )
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* ref: organize args 1/n
* ref: organize args 1/n
2020-09-10 07:24:42 -04:00
f1c96930b1
repair CI for Win ( #2358 )
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* 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
7dc58bd286
Refactor model summary + generalize example input array ( #1773 )
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* squash
variant a
variant b
add test
revert rename
add changelog
docs
move changelog entry to top
use hooks
wip
wipp
layer summary
clean up, refactor
type hints
rename
remove obsolete code
rename
unused imports
simplify formatting of table and increase readability
doctest
superclass object
update examples
print unknown sizes
more docs and doctest
testing
unknown layers
add rnn test
remove main
restore train mode
test device wip
device
constant
simplify model forward transfer
return summary object in method
extend tests
fix summary for empty module
extend tests
refactor and added hook
variant a
variant b
add test
revert rename
add changelog
docs
move changelog entry to top
remove hardcoded string
simplify
test unknown shapes and all others
comments for tests
fix hparams attribute
* update default
* unused import
* clean up
* replace hardcoded strings
* fix doctest
* fix top/full
* black
* fix rnn test
* fix rnn
* update debugging docs
update docs
typo
update docs
update docs
* add changelog
* extract constant
* setter and getter
* move parity models to test folder
* parameterize mode
2020-06-15 17:05:58 -04:00
d96df75d6a
testing new speed ( #1587 )
...
* fixed new amp bugs
* fixed new amp bugs
* fixed new amp bugs
* try exit
* larger dataset
* full mnist
* full mnist
* trainer
* assert
* .05
* .10, #4
* #5
* #5
* #5
* refactor
* abs diff
* speed
* speed
* speed
* speed
Co-authored-by: J. Borovec <jirka.borovec@seznam.cz>
Co-authored-by: Jirka <jirka@pytorchlightning.ai>
2020-06-04 11:20:12 -04:00
619f984c36
Option to provide seed to random generators to ensure reproducibility ( #1572 )
...
* Option to provide seed to random generators to ensure reproducibility
I added small function in utilities which imports torch, numpy, python
random and sets seed for all of the libraries to ensure reproducibility
of results.
* Apply recommendations from core contributors on seeding
1. Moved the seeding code to another file
2. Make deterministic as a parameter for trainer class
3. Add assertions for seeding numpy
4. Added warnings
5. torch.manual_seed should be enough for seeding torch
* Revert "Apply recommendations from core contributors on seeding"
This reverts commit a213c8e6882eec8a9e7408b9418926d2db7c5461.
* Revert "Revert "Apply recommendations from core contributors on seeding""
This reverts commit 59b2da53c62878de7aab0aa3feb3115e105eea06.
* Change in test, for correct seeding
* Allow seed equal to 0
* Allow seed to be uint32.max
* Added deterministic to benchmarks
* Cuda manual seed as in benchmark seeding
* Seeding should be done before model initialization
* cuda manual_seed is not necessary
* Fixing seed test_cpu_lbfgs
On some seeds seems like lbfgs doesn't converge.
So I fixed the seed during testing.
* rebasing issue with old reproducibility.py
* Improved documentation and ability to seed before initializing Train
class
* Change in docs
* Removed seed from trainer, update for documentation
* Typo in the docs
* Added seed_everything to _all_
* Fixing old changes
* Model initialization should be earlier then Trainer
* Update pytorch_lightning/trainer/__init__.py
From Example to testcode
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* Fixing according to the contributors suggestions
* Moving horovod deterministic to Trainer class
* deterministic flag affects horovod docs update
* Improved static typing
* Added deterministic to test runners of horovod
It is failing on some versions, not very predictable
* static seeds for horovod tests
* Change for reset_seed function in tests
* Seeding horovod using reset_seed from tutils
* Update pytorch_lightning/trainer/__init__.py
* chlog
* Update trainer.py
* change "testcode" to "Example" in trainer init documentation
* Update pytorch_lightning/trainer/seed.py, first line in comment
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Jirka <jirka.borovec@seznam.cz>
Co-authored-by: William Falcon <waf2107@columbia.edu>
2020-05-12 07:53:20 -04:00
570b2c7aeb
fix depreated call ( #1596 )
...
* fix parity
* update deprecated call
2020-04-24 14:45:43 -04:00
Jirka Borovec