four4fish
b64dea9dc3
Rename `DDPPlugin` to `DDPStrategy` ( #11142 )
...
* Raname DDPPlugin to DDPStrategy
* Change ddp_plugin to ddp_strategy
* update changelog
* rename occurences in docs
* rename more occurrences
* fix line too long
* more fixes
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
2021-12-21 08:55:51 +00:00
Adrian Wälchli
97e52619ea
Fix typing in `pl.overrides.data_parallel` ( #10796 )
...
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
2021-11-29 10:58:23 +01:00
Jirka Borovec
6e124e7207
CI: precommit - docformatter ( #8584 )
...
* CI: precommit - docformatter
* fix deprecated
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
2021-09-06 12:49:09 +00:00
Carlos Mocholí
a64cc37394
Replace `yapf` with `black` ( #7783 )
...
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
2021-07-26 13:37:35 +02:00
Carlos Mocholí
f7027a8701
Remove `torch >= 1.6` checks ( #8523 )
2021-07-23 04:03:20 +00:00
Kaushik B
9ed6783357
Move mixin to core ( #8396 )
...
* Move mixin to core
* Move mixin to core
2021-07-19 10:15:59 +02:00
Ethan Harris
03bb389b21
Fix double precision + ddp_spawn ( #6924 )
...
* Initial fix
* Initial fix
* Initial fix
* Updates
* Updates
* Update typing and docs
* Undo accidental refactor
* Remove unused imports
* Add DDP double precision test
* Remove unused variable
* Update CHANGELOG.md
* Fix test
* Update tests
* Formatting
* Revert bad change
* Add back changes
* Correct wrapping order
* Improve unwrapping
* Correct wrapping order
* Fix... finally
* Respond to comments
* Drop ddp test
* Simplify ddp spawn test
* Simplify ddp spawn test
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
2021-06-01 15:21:17 +00:00
Carlos Mocholí
d47173bb72
Use typing forward references ( #7770 )
...
* Use typing forward references
* Update pytorch_lightning/core/lightning.py
2021-05-31 09:54:28 +02:00
thomas chaton
5a113a2f05
[bug/feat] Support parameters_to_ignore in DDP ( #7239 )
...
* update
* update
* update
* update on comments
* update
2021-04-27 17:49:32 +00:00
thomas chaton
0995d30fab
Flash predict step ( #6577 )
...
* add predict_step
* Update predict_loop.py
* Update trainer.py
* Update trainer.py
* resolve bugs
* update
* update
* update
* resolve bug
* resolve some failing tests
* udpate tests
* update
* resolve tests
* add a test
* remove typo
* add a test for attachement
* update
* changed to on_train_dataloader
* remove __flash_special_attr__
* resolve tests
* update
* update
* update
* update on comments
* Update pytorch_lightning/trainer/data_loading.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Justus Schock <12886177+justusschock@users.noreply.github.com>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
2021-03-23 11:13:13 -04:00
Rohit Gupta
facfda85f1
Remove no return warning from val/test step ( #6139 )
...
* remove warning
* auto_opt
* chlog
* auto_opt
* no_warning_call
* rm old code
* add warning for predict
* Apply suggestions from code review
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
2021-03-06 17:15:21 +00:00
Elia Cereda
d0596fac94
Refactor RunningStage usage in advance of implementing Trainer.validate() ( #4945 )
...
* Update code
Co-authored-by: EliaCereda
* More property updates
* Move properties. Introduce trainer._fitting
* Use trainer.fitting
* Fix reset dataloaders
* Unused code
* RunningStage.SANITY_CHECKING
* Use setters
* Fix bugs
* Fix bugs
* TrainerState.{FITTING,VALIDATING,TESTING,PREDICTING,TUNING}
* Fix bugs
* Fix bugs
* Fix tests
* Update CHANGELOG. Add deprecation warning. Fix tests
* Unused imports
* Optional trainer
* More deprecation. More refactoring
* Correct version
* Use properties
* Address comments
* flake8
* Missed renamings
* Typo
* is -> ==
It is recommended to use for Enums since they are singletons, however, since the LightningEnum subclasses str, it's not a good idea in case a user sets the state/stage with a str
* Also for tests
* Typo
* Address @tchaton's comments
* PEP8
* Correct property
* Update CHANGELOG
* Apply suggestions from code review
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* Update pytorch_lightning/trainer/trainer.py
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* Remove called sanity check
Co-authored-by: Carlos Mocholi <carlossmocholi@gmail.com>
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
2021-03-06 12:40:19 +00:00
Sean Naren
3b0e4e0b2b
Enable ZeRO tests for CI, fix to/half function calls ( #6070 )
...
* Enable ZeRO optimization, and make sure that the lightning module hook is called when we move to half precision
* Added test, update to function
2021-02-21 00:24:44 +00:00
chaton
e982800b81
Add PredictLoop ( #5752 )
...
* integrate distrib_type
* sync changes
* sync
* fixes
* add forgotten generators
* add missing logic
* update
* import
* missed imports
* import fixes
* isort
* mv f
* changelog
* format
* move helper to parallel plugin
* d
* add world size
* clean up
* duplicate
* activate ddp_sharded and tpu
* set nvidia flags
* remove unused colab var
* use_tpu <-> on_tpu attrs
* make some ddp_cpu and clusterplugin tests pass
* Ref/accelerator connector (#5742 )
* final cleanup
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* connector cleanup
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* trainer cleanup
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* accelerator cleanup + missing logic in accelerator connector
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* add missing changes to callbacks
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* reflect accelerator changes to lightning module
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* clean cluster envs
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* cleanup plugins
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* add broadcasting
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* yapf
* remove plugin connector
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* plugins
* add predict_loop
* manual optimization
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* update optimizer routing
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* resolve a bug
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* skip a memory test that cannot pass anymore
* remove sanetize
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* remove useless hooks
* add misconfigurationException
* remove wrong naming
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* fix pickle error in spawn plugin
* x
* avoid
* x
* fix cyclic import in docs build
* add support for sharded
* update typing
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* make unwrap model default
* refactor LightningShardedDataParallel similar to LightningDistributedDataParallel
* update sharded spawn to reflect changes
* update sharded to reflect changes
* Merge 1.1.5 changes
* fix merge
* fix merge
* yapf isort
* fix merge
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* reduce diff to dev1.2, clean up
* fix trainer config test when gpus>0 and num_processes >0 and ddp_cpu
* sort plugin tests legacy/new
* fix error handling for amp on cpu
* fix merge
fix merge
fix merge
* [Feat] Resolve manual_backward (#5837 )
* resolve manual_backward
* resolve flake8
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Co-authored-by: Ubuntu <ubuntu@ip-172-31-88-60.ec2.internal>
* fix tests/accelerator tests on cpu
* [BugFix] Resolve manual optimization (#5852 )
* resolve manual_optimization
* update
* update
Co-authored-by: Ubuntu <ubuntu@ip-172-31-88-60.ec2.internal>
* Remove copy trainer parameters to happen earlier within the loop and add safe guard to get ref model (#5856 )
* resovle a bug
* Accelerator refactor sharded rpc (#5854 )
* rpc branch
* merge
* update handling of rpc
* make devices etc. Optional in RPC
* set devices etc. later if necessary
* remove devices from sequential
* make devices optional in rpc
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Co-authored-by: Ubuntu <ubuntu@ip-172-31-88-60.ec2.internal>
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* fix memory issue with ddp_spawn
* x
x
x
x
x
x
x
x
x
* x
* Remove DDP2 as this does not apply
* Add missing pre optimizer hook to ensure lambda closure is called
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* revert init
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* update
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* update
* update
* update
* revert init
* resolve a bug
* update
* resolve flake8
* update
* update
* update
* update
* update
* revert init
* resolve a bug
* update
* resolve flake8
* update
* update
* update
* revert init
* update
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* update
* update
* update
* update
* update
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* update
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Co-authored-by: root <root@ip-172-31-88-60.ec2.internal>
Co-authored-by: Ubuntu <ubuntu@ip-172-31-88-60.ec2.internal>
Co-authored-by: Justus Schock <justus.schock@rwth-aachen.de>
* yapf isort
* resolve flake8
* fix apex doctests
* fix apex doctests 2
* resolve docs
* update drone
* clean env
* update
* update
* update
* update
* merge
* Fix RPC related tests, clean out old API, update for new accelerator API [skip ci] (#5881 )
* Fix RPC related tests, clean out old API, update for new accelerator API
* Move tests out of legacy folder, update paths and names
* Update test_remove_1-4.py
* Expose properties for tpu cores/gpus/num_gpus
* Add root GPU property
* Move properties to properties.py
* move tests that were previously in drone
* Fix root GPU property (#5908 )
* Move root GPU to property, remove horovod set as this is handled in horovod plugin, ensure we mock correctly to set GPU accelerator
* Add missing tests back
* fix best model path transfer when no checkpoint callback available
* Fix setup hook order [wip] (#5858 )
* Call trainer setup hook before accelerator setup
* Add test case
* add new test
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Co-authored-by: tchaton <thomas@grid.ai>
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* rename ddp sequential -> rpc sequential for special test
* revert
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* merge the import conflicts
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* removed decorator
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* set to 4
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* update
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* update
* update
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* update
* update
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Co-authored-by: Lezwon Castelino <lezwon@gmail.com>
Co-authored-by: Your Name <you@example.com>
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Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
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Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
* Update pytorch_lightning/trainer/predict_loop.py
Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
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Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
Co-authored-by: Justus Schock <12886177+justusschock@users.noreply.github.com>
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Co-authored-by: Justus Schock <justus.schock@rwth-aachen.de>
Co-authored-by: Ubuntu <ubuntu@ip-172-31-88-60.ec2.internal>
Co-authored-by: Sean Naren <sean.narenthiran@gmail.com>
Co-authored-by: SeanNaren <sean@grid.ai>
Co-authored-by: root <root@ip-172-31-88-60.ec2.internal>
Co-authored-by: Lezwon Castelino <lezwon@gmail.com>
Co-authored-by: Your Name <you@example.com>
Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2021-02-16 17:11:56 -05:00
Justus Schock
da6dbc8d1d
PoC: Accelerator refactor ( #5743 )
...
* restoring the result from subprocess
* fix queue.get() order for results
* add missing "block_backward_sync" context manager
* add missing "block_backward_sync" context manager
* fix sync_batchnorm
* fix supported gpu-ids for tuple
* fix clip gradients and inf recursion
* accelerator selection: added cluster_environment plugin
* fix torchelastic test
* fix reduce early stopping decision for DDP
* fix tests: callbacks, conversion to lightning optimizer
* fix lightning optimizer does not pickle
* fix setting benchmark and deterministic option
* fix slurm amp test
* fix prepare_data test and determine node_rank
* fix retrieving last path when testing
* remove obsolete plugin argument
* fix test: test_trainer_config
* fix torchscript tests
* fix trainer.model access
* move properties
* fix test_transfer_batch_hook
* fix auto_select_gpus
* fix omegaconf test
* fix test that needs to simulate slurm ddp
* add horovod plugin
* fix test with named arguments
* clean up whitespace
* fix datamodules test
* remove old accelerators
* fix naming
* move old plugins
* move to plugins
* create precision subpackage
* create training_type subpackage
* fix all new import errors
* fix wrong arguments order passed to test
* fix LR finder
* Added sharded training type and amp plugin
* Move clip grad to precision plugin
* Added sharded spawn, select accelerators based on distributed_backend + enable custom fp16 plugin automatically
* Fix import issue, attempting to fix tests
* Fix initial test
* Reflect hook logic from master, should wrap model after move to device
* Optional state consolidation, since master has optimizers not wrapped
* change attribute for instance test
* reset optimizers
optimizers are not used in main process, so state would be wrong.
* legacy
* imports in accel
* legacy2
* trainer imports
* fix import errors after rebase
* move hook to new setup location
* provide unwrapping logic
* fix trainer callback system
* added ddp2 implementation
* fix imports .legacy
* move plugins
* restore legacy
* drop test.py from root
* add tpu accelerator and plugins
* fixes
* fix lightning optimizer merge
* reset bugreportmodel
* unwrapping
* step routing forward
* model access
* unwrap
* opt
* integrate distrib_type
* sync changes
* sync
* fixes
* add forgotten generators
* add missing logic
* update
* import
* missed imports
* import fixes
* isort
* mv f
* changelog
* format
* move helper to parallel plugin
* d
* add world size
* clean up
* duplicate
* activate ddp_sharded and tpu
* set nvidia flags
* remove unused colab var
* use_tpu <-> on_tpu attrs
* make some ddp_cpu and clusterplugin tests pass
* Ref/accelerator connector (#5742 )
* final cleanup
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
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Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* trainer cleanup
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
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Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
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Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* reflect accelerator changes to lightning module
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
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Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
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Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
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Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
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Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
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* fix deprecated tests
* fix ddp cpu choice when no num_processes are given
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* skip a memory test that cannot pass anymore
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* x
* avoid
* x
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* update sharded to reflect changes
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* fix merge
* fix merge
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* copy over reinit scheduler implementation from dev1.2
* fix apex tracking calls with dev_debugger
* reduce diff to dev1.2, clean up
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* sort plugin tests legacy/new
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fix merge
fix merge
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Co-authored-by: Ubuntu <ubuntu@ip-172-31-88-60.ec2.internal>
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* [BugFix] Resolve manual optimization (#5852 )
* resolve manual_optimization
* update
* update
Co-authored-by: Ubuntu <ubuntu@ip-172-31-88-60.ec2.internal>
* Remove copy trainer parameters to happen earlier within the loop and add safe guard to get ref model (#5856 )
* resovle a bug
* Accelerator refactor sharded rpc (#5854 )
* rpc branch
* merge
* update handling of rpc
* make devices etc. Optional in RPC
* set devices etc. later if necessary
* remove devices from sequential
* make devices optional in rpc
* fix import
* uncomment everything
* fix cluster selection
Co-authored-by: Ubuntu <ubuntu@ip-172-31-88-60.ec2.internal>
* resolve bug
* fix assert in rpc test
* resolve a test
* fix docs compilation
* accelerator refactor - fix for sharded parity test (#5866 )
* fix memory issue with ddp_spawn
* x
x
x
x
x
x
x
x
x
* x
* Remove DDP2 as this does not apply
* Add missing pre optimizer hook to ensure lambda closure is called
* fix apex docstring
* [accelerator][BugFix] Resolve some test for 1 gpu (#5863 )
* update
* revert init
* resolve a bug
* update
* resolve flake8
* update
* update
* update
* revert init
* resolve a bug
* update
* resolve flake8
* update
* update
* update
* update
* update
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* resolve a bug
* update
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* update
* update
* update
* revert init
* update
* resolve flake8
* update
* update
* update
* update
* update
* all_gather
* update
* make plugins work, add misconfig for RPC
* update
* update
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* resolve some tests
* resolve flake8
* revert to ddp_spawn
Co-authored-by: root <root@ip-172-31-88-60.ec2.internal>
Co-authored-by: Ubuntu <ubuntu@ip-172-31-88-60.ec2.internal>
Co-authored-by: Justus Schock <justus.schock@rwth-aachen.de>
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* resolve flake8
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* clean env
* update
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* update
* update
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* Fix RPC related tests, clean out old API, update for new accelerator API [skip ci] (#5881 )
* Fix RPC related tests, clean out old API, update for new accelerator API
* Move tests out of legacy folder, update paths and names
* Update test_remove_1-4.py
* Expose properties for tpu cores/gpus/num_gpus
* Add root GPU property
* Move properties to properties.py
* move tests that were previously in drone
* Fix root GPU property (#5908 )
* Move root GPU to property, remove horovod set as this is handled in horovod plugin, ensure we mock correctly to set GPU accelerator
* Add missing tests back
* fix best model path transfer when no checkpoint callback available
* Fix setup hook order [wip] (#5858 )
* Call trainer setup hook before accelerator setup
* Add test case
* add new test
* typo
* fix callback order in test
Co-authored-by: tchaton <thomas@grid.ai>
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* rename ddp sequential -> rpc sequential for special test
* revert
* fix stupid merge problem
* Use property in connector for sampler (#5913 )
* merge the import conflicts
* fix spawning of processes in slurm
* [wip] Fix some bugs for TPU [skip ci] (#5878 )
* fixed for single tpu
* fixed spawn
* fixed spawn
* update
* update
* wip
* resolve bugs
* resolve bug
* update on comment
* removed decorator
* resolve comments
* set to 4
* update
* update
* need cleaning
* update
* update
* update
* resolve flake8
* resolve bugs
* exclude broadcast
* resolve bugs
* change test
* update
* update
* skip if meet fails
* properly raise trace
* update
* add catch
* wrap test
* resolve typo
* update
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Co-authored-by: Lezwon Castelino <lezwon@gmail.com>
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2021-02-12 15:48:56 -05:00
Adrian Wälchli
8943d8bca0
add missing logic to new plugins and accelerator ( #5734 )
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2021-02-01 13:23:53 -05:00
Adrian Wälchli
692f77b8a7
Refactor LightningDataParallel ( #5670 )
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2021-01-31 06:08:16 -05:00