shuyingsunshine21
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2242423b75
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refactor accelerator teardown -> training type plugin teardown (#7579)
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2021-05-22 13:19:24 -07:00 |
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Carlos Mocholí
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8208c330eb
|
Use `torch.nn.utils.clip_grad_norm_` and add `clip_grad_by_value` support for TPU (#7025)
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
Co-authored-by: Kaushik B <45285388+kaushikb11@users.noreply.github.com>
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2021-05-07 16:41:39 +00:00 |
|
Kaushik B
|
94fcaaf5d7
|
Add `debug` flag to TPU Training Plugins (PT_XLA_DEBUG) (#7219)
|
2021-04-27 20:34:25 +00:00 |
|
Kaushik B
|
6be0a859db
|
Update teardown for TPU acc (#7211)
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2021-04-26 13:30:46 +01:00 |
|
Kaushik B
|
f168a535ca
|
Add MpModelWrapper in TPU Spawn (#7045)
Co-authored-by: tchaton <thomas@grid.ai>
Co-authored-by: Carlos Mocholi <carlossmocholi@gmail.com>
|
2021-04-20 13:05:27 +00:00 |
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Carlos Mocholí
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f29ecbfd90
|
Typing for accelerators and plugins (#7022)
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2021-04-15 16:48:16 +00:00 |
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Ethan Harris
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f645df5e9a
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Add typings for evaluation_loop.py and remove some dead code (#7015)
|
2021-04-15 07:36:04 +00:00 |
|
CeShine Lee
|
24d0295ff1
|
Fix the `gradient_clip_algorithm` has no effect issue. (#6928)
|
2021-04-14 14:17:06 +05:30 |
|
Adrian Wälchli
|
20ff50caa6
|
Accelerator API docs (#6936)
Co-authored-by: ananthsub <ananth.subramaniam@gmail.com>
Co-authored-by: William Falcon <waf2107@columbia.edu>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
|
2021-04-10 12:25:07 +05:30 |
|
Kaushik B
|
55525031c6
|
Fix TPU Spawn gather (#6896)
|
2021-04-09 18:30:59 +05:30 |
|
Jirka Borovec
|
d471fa30b3
|
add copyr (#6661)
|
2021-03-24 14:29:46 +01:00 |
|
Kaushik B
|
87c03b1038
|
Update Gradient Clipping for TPU Accelerator (#6576)
|
2021-03-20 01:02:57 +05:30 |
|
Ethan Harris
|
983a888f49
|
Fix all_gather for tpu_cores=8 (#6587)
|
2021-03-19 21:56:58 +05:30 |
|
Kunal Mundada
|
49c579f1f0
|
docstring changes in accelerators (#6327)
* docstring changes in accelerators
* docstrings moved
* whitespaces removed
* PEP8 correction[1]
|
2021-03-04 20:21:53 +00:00 |
|
thomas chaton
|
484dce11ec
|
[bugfix] TPU + all_gather + SingleTPU shouldn't call xm.all_gather (#6296)
* resolve an issue with TPU
* update
* add changelog
|
2021-03-03 08:54:20 -05:00 |
|
thomas chaton
|
1aac481957
|
[bugfix] TPU test hangs to barrier on 1 process (#6272)
* update
* resolve flake8
* update
* update
* update changelog
* update
* resolve flake8
Co-authored-by: Your Name <you@example.com>
|
2021-03-02 18:01:35 -05:00 |
|
Jirka Borovec
|
58a6d59784
|
simplify skip-if tests >> 0/n (#5920)
* skipif + yapf + isort
* tests
* docs
* pp
|
2021-03-01 12:17:09 +00:00 |
|
Justus Schock
|
3ed8ef8af9
|
type accelerators (#6148)
|
2021-02-25 06:42:23 +00:00 |
|
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>
* 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
* manual optimization
* update optimizer routing
* add rank to torchelastic
* fix memory mixed precision
* setstate on trainer for pickling in ddp spawn
* add predict method
* add back commented accelerator code
* adapt test for sync_batch_norm to new plugin
* fix deprecated tests
* fix ddp cpu choice when no num_processes are given
* yapf format
* skip a memory test that cannot pass anymore
* fix pickle error in spawn plugin
* x
* avoid
* x
* fix cyclic import in docs build
* add support for sharded
* update typing
* add sharded and sharded_spawn to distributed types
* 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
* yapf isort
* fix indentation in test
* copy over reinit scheduler implementation from dev1.2
* fix apex tracking calls with dev_debugger
* 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
* update
* resolve for ddp_spawn
* resolve flake8
* resolve flake8
* resolve flake8
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
* 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
* revert init
* resolve a bug
* update
* resolve flake8
* 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
* remove breaking test
* 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>
* 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
* 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
* typo
Co-authored-by: Lezwon Castelino <lezwon@gmail.com>
Co-authored-by: Your Name <you@example.com>
* resolve some tests
* update
* fix imports
* update
* resolve flake8
* update azure pipeline
* skip a sharded test on cpu that requires a gpu
* resolve tpus
* resolve bug
* resolve flake8
* update
* updat utils
* revert permission change on files
* suggestions from carlos
Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
* remove unrelated formatting changes
* remove incomplete comment
* Update pytorch_lightning/accelerators/__init__.py
Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
* remove unrelated formatting change
* add types
* warn 1.7 ddp manual backward only if ddp kwarg unset
* yapf + isort
* pep8 unused imports
* fix cyclic import in docs
* Apply suggestions from code review
* typer in accelerator.py
* typo
* Apply suggestions from code review
* formatting
* update on comments
* update typo
* Update pytorch_lightning/trainer/properties.py
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* update
* suggestion from code review
* suggestion from code review
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
Co-authored-by: SeanNaren <sean@grid.ai>
Co-authored-by: Jirka Borovec <jirka.borovec@seznam.cz>
Co-authored-by: chaton <thomas@grid.ai>
Co-authored-by: Ubuntu <ubuntu@ip-172-31-88-60.ec2.internal>
Co-authored-by: Sean Naren <sean.narenthiran@gmail.com>
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>
|
2021-02-12 15:48:56 -05:00 |
|
Justus Schock
|
b3ebc18bcb
|
Hardware specific parts of Accelerator Refactoring (#5719)
* add basic accelerator class.
Co-Authored with @awaelchi
* pep8
Co-authored-by: @awaelchi
* add cpu accelerator
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* add gpu accelerator
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* add tpu accelerator
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* add accelerator connector
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* add single device training
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* add single tpu
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* add tpu spawn
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* make on_colab_kaggle utility func
* add basic accelerator class.
Co-Authored with @awaelchi
* pep8
Co-authored-by: @awaelchi
* add cpu accelerator
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* add gpu accelerator
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* add tpu accelerator
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* add accelerator connector
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* add single device training
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* add single tpu
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* add tpu spawn
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* make on_colab_kaggle utility func
* fixes
* move
* yapf
* .
* .
* .
* flake8
* sync accelerator connector changes from dev1.2
* changelog
* fix tpu handling
* tpu
* aval
* yapf
* Update pytorch_lightning/plugins/training_type/tpu_spawn.py
Co-authored-by: chaton <thomas@grid.ai>
* Update pytorch_lightning/accelerators/accelerator_connector.py
Co-authored-by: chaton <thomas@grid.ai>
* Update pytorch_lightning/plugins/training_type/tpu_spawn.py
Co-authored-by: chaton <thomas@grid.ai>
* Update tpu_spawn.py
* Update pytorch_lightning/accelerators/accelerator_connector.py
Co-authored-by: chaton <thomas@grid.ai>
* indentation
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
Co-authored-by: Jirka Borovec <jirka.borovec@seznam.cz>
Co-authored-by: chaton <thomas@grid.ai>
|
2021-02-01 08:34:59 -05:00 |