Adrian Wälchli
a6aa1a0f82
make gpus=str in Trainer consistent with command line parsing of string ( #6388 )
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* string gpu input
* update docs
* deprecation warning
* Revert "update docs"
This reverts commit c5f3893413
.
* deprecation
* add changelog
* update parser
* update warning
* implement v1.5 behavior ahead of time
* formatting
* set accelerator in test to avoid different warning
* add warning
* remove todo warn
* Update pytorch_lightning/utilities/device_parser.py
Co-authored-by: Kaushik B <45285388+kaushikb11@users.noreply.github.com>
* resolve flake8
Co-authored-by: Kaushik B <45285388+kaushikb11@users.noreply.github.com>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: tchaton <thomas@grid.ai>
2021-05-04 09:56:27 +00:00
Carlos Mocholí
5af086ab9f
Attach data refactor and tuner bugs [4/n] ( #7258 )
...
Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
Co-authored-by: Kaushik B <45285388+kaushikb11@users.noreply.github.com>
2021-04-30 13:54:58 +00:00
Adrian Wälchli
bfac0e899f
warn about dp + manual optimization in docs ( #7230 )
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* add warning
* typo
* add link
2021-04-28 09:01:06 +01:00
Kaushik B
5cf9afa176
Add fairscale install msg for Sharded Plugins ( #7213 )
2021-04-27 08:22:44 +00:00
Carlos Mocholí
d6470bf193
Delete unused CI scripts ( #7152 )
2021-04-22 03:07:48 +02:00
Adrian Wälchli
d902181b50
Update `ClusterEnvironment` docs ( #7120 )
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* update cluster
* update index
* update references
* update grid docs
* update duplicated title
* Update docs/source/clouds/cloud_training.rst
Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
* fix doctest
* Remove self-balancing section
Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
2021-04-22 01:38:16 +02:00
Adrian Wälchli
e9fca760ac
Set `DistributedSampler` seed if `seed_everything` was called ( #7024 )
...
Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
2021-04-19 14:50:31 +01:00
Sean Naren
7b0b6c3112
Update DeepSpeed docs after single saving PR ( #7036 )
2021-04-15 08:56:04 -07:00
Jirka Borovec
f2021ed225
docs: lightning-bolts ( #6967 )
2021-04-13 18:49:48 +00:00
Carlos Mocholí
19e67d18c4
Docs fixes ( #6870 )
2021-04-07 16:57:22 +01:00
Anthony Kim
7f6154fcad
Add `Trainer(gradient_clip_algorithm='value'|'norm')` ( #6123 )
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* add changelog
* add clip by value
* fix bug in training tricks.rst
* fix bug in trainer.rst
* Update trainer.rst
* Update trainer.rst
* Update CHANGELOG.md
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* Update pytorch_lightning/plugins/precision/deepspeed_precision.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* Update pytorch_lightning/utilities/enums.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* yapf formatting
* update training tricks
* update based on comment
* update based on comment
* Update pytorch_lightning/trainer/trainer.py
Co-authored-by: ananthsub <ananth.subramaniam@gmail.com>
* update based on comment
* pep8
* mypy
* mypy
* Update docs/source/advanced/training_tricks.rst
Co-authored-by: thomas chaton <thomas@grid.ai>
* Update sharded_native_amp.py
* Update test_sharded_parity.py
* update test codes
* Update test_tpu.py
* Update pytorch_lightning/trainer/connectors/training_trick_connector.py
Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
* Update test_trainer.py
* Update enums.py
* Update enums.py
* add super-class initialization to precision plugins.
* add clip_grad horovod cpu test
* add clip_grad horovod cpu test
* use subprocess check_call
* change order of horovod tests
* set max_epochs 2 in horovod test
* remove clip_grad_val test from horovod-cpu
* remove "type: ignore"
* divide clip grad val test in horovod
* update based on comments
* add super-class initialization to precision plugins.
* bugfix
* bugfix
* revert some changes
* revert some changes
* Update tests/models/test_horovod.py
* merge master
* Delete signature test
No point in testing a signature
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: thomas chaton <thomas@grid.ai>
Co-authored-by: ananthsub <ananth.subramaniam@gmail.com>
Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
Co-authored-by: Jirka Borovec <jirka.borovec@seznam.cz>
2021-04-06 08:27:37 -05:00
Kaushik B
22a266d8b8
Update TPU docs for installation ( #6794 )
2021-04-04 00:19:43 +05:30
Sean Naren
f9bb7c641a
DeepSpeed ZeRO Docs update ( #6752 )
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* Added base docs
* Add more information
* Apply suggestions from code review
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
2021-03-30 21:52:02 +00:00
Kaushik B
42a7b70585
Add DDP Spawn being default for Multi GPUs ( #6292 )
2021-03-21 22:10:54 +01:00
thomas chaton
8853a36d45
[doc] Update Dict Train Loader doc. ( #6579 )
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* update doc
* update example
2021-03-18 17:14:38 +00:00
Sean Naren
383565d225
Update DeepSpeed docs ( #6528 )
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* Clean up docs and add some explicitness around stages
* Apply suggestions from code review
Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>
Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>
2021-03-15 18:00:21 +00:00
Adrian Wälchli
75c6486ac7
update ( #6403 )
2021-03-09 09:47:51 +00:00
Oier Mees
2708c3993d
[doc] Improve Multiple Val/Test Dataloaders with simultaneous batches option ( #6320 )
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* improve doc to describe how to combine batches of multiple test and val dataloaders simultaneously
* fix typo
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* use paramref
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
2021-03-07 11:24:19 +00:00
Nicki Skafte
4f904556e4
Update docs on arg train_dataloader in fit ( #6076 )
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* add to docs
* update docs
* Apply suggestions from code review
* Update pytorch_lightning/core/hooks.py
Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>
* nested loaders
* Apply suggestions from code review
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* shorten text length
* Update pytorch_lightning/core/hooks.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
2021-03-04 14:22:18 -05:00
Sean Naren
863a70c294
Add specifics around DeepSpeed docs ( #6142 )
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* Be more specific with DeepSpeed compatibility
* Better wording
2021-02-23 00:08:39 +01:00
edenlightning
3449e2d79f
Docs for Pruning, Quantization, and SWA ( #6041 )
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Co-authored-by: chaton <thomas@grid.ai>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
Co-authored-by: Sean Naren <sean.narenthiran@gmail.com>
2021-02-18 13:51:51 +00:00
Lezwon Castelino
d2cd7cb0f9
Add option for weight tying on TPU's ( #5441 )
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* added on_post_move_to_device
* added tests
* docs and refactors
* Update tests/backends/test_tpu_backend.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* Update docs/source/tpu.rst
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* Update docs/source/tpu.rst
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* Update pytorch_lightning/core/decorators.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* Update pytorch_lightning/core/decorators.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* Update docs/source/tpu.rst
Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>
* Update pytorch_lightning/core/decorators.py
Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>
* Update pytorch_lightning/core/decorators.py
Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>
* Update pytorch_lightning/core/decorators.py
Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>
* Update pytorch_lightning/core/decorators.py
Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>
* Update pytorch_lightning/core/hooks.py
Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>
* moved weight sharing module back to test
updated tpu available
* add count to warning
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Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>
Co-authored-by: tchaton <thomas@grid.ai>
Co-authored-by: Your Name <you@example.com>
2021-02-18 00:03:26 +00:00
Sean Naren
7189d673f6
DeepSpeed Integration ( #5954 )
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* Add initial deepspeed changes
* Address code review
* Move static method outside of function
* Fixes
* Add missing annotation
* Remove seed setting
* Doc changes
* Doc changes, add address reviews
* Fix docs
* Try fixing issue by moving to torch adam
* Clean up check
* Changes, better APIs!
* Add wrapper, swap to git install revision
* Add special test
* Add warning
* Address review
* Add better disclaimer
* Turn off ZeRO for testing due to compilation
* Add description on modifying parameters via the plugin
* Doc strings clear
* Small doc fixes
* Fix hash, reduce test
* Added CI change
* Move to azure pipeline
* Fix test name
* Add missing flag
* Remove sudo...
* Try conda instead
* Swap to conda base
* Try suggested install
* Apply suggestions from code review
* Apply suggestions from code review
* Revert "Apply suggestions from code review"
This reverts commit 41cca05a
* Revert "Apply suggestions from code review"
This reverts commit e06ec29e
* Remove setter
* Address most review
* Move out function, remove DeepSpeed from requirements
* Install deepspeed/mpi4py within container
* Use special tests, move to master commit for deepspeed
* Export path
* Force compile to happen first
* Remove!
* Debugging ninja
* Fix error in optimizer step logic
* Attempt to fix symbolic link
* Reverse to aid debugging
* Export path again
* Clean up mess
* var
* Revert "var"
This reverts commit 3450eaca
* Address review, add todo
* Add note about unsupported functionality
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: tchaton <thomas@grid.ai>
Co-authored-by: Jirka Borovec <jirka.borovec@seznam.cz>
2021-02-17 15:23:42 -05:00
Adrian Wälchli
6a409c7f84
remove outdated info ( #6032 )
2021-02-17 20:57:57 +01:00
chaton
5700fd091f
[Feat] Add TORCH_DISTRIBUTED_BACKEND env variable ( #5981 )
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* add backend support
* resolve flake8
* update changelog
* update
* Apply suggestions from code review
* Update docs/source/advanced/multi_gpu.rst
* add patch as context manager
Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
2021-02-17 16:37:39 +00:00
Jirka Borovec
960a60743f
fix fairscale compatible with PT 1.8 ( #5996 )
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* try to extend fairscale available
* 1.2
2021-02-16 19:43:02 +00:00
Jirka Borovec
1c87f1f6cd
remove legacy plugins ( #5950 )
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* remove legacy plugins
* imports
* formatting
* fix docs references
* fix cluster environment inheritance
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
2021-02-16 19:20:58 +00:00
William Falcon
b2950296d5
fixed TPU docs ( #5958 )
2021-02-15 13:58:15 +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
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* fix lightning optimizer merge
* reset bugreportmodel
* unwrapping
* step routing forward
* model access
* unwrap
* opt
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* sync changes
* sync
* fixes
* add forgotten generators
* add missing logic
* update
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* missed imports
* import fixes
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* mv f
* changelog
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* d
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* clean up
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* set nvidia flags
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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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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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* avoid
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* x
x
x
x
x
x
x
x
x
* x
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Co-authored-by: Ubuntu <ubuntu@ip-172-31-88-60.ec2.internal>
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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
* fix stupid merge problem
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Co-authored-by: Lezwon Castelino <lezwon@gmail.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>
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2021-02-12 15:48:56 -05:00
Adrian Wälchli
4bdf2fe55f
remove executable bit on source files ( #5929 )
...
* 644
2021-02-12 00:06:40 +01:00
tchaton
77be6f6e24
resolve conflits
...
resolve doc
boring commit
docs
torchvision
tpu
Update dockers/tpu-tests/tpu_test_cases.jsonnet
Update dockers/tpu-tests/tpu_test_cases.jsonnet
2021-02-05 21:43:10 +01:00
Alexander Reshytko
6d7c01b1b4
[docs] Add docs for non-SLURM cluster setup ( #5754 )
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* Add docs for non-slurm cluster setup
* Apply suggestions from code review
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* Update docs/source/cluster.rst
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* Update docs/source/cluster.rst
Co-authored-by: Alexander <alexander@reshytko.com>
Co-authored-by: chaton <thomas@grid.ai>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>
2021-02-05 21:43:10 +01:00
Adrian Wälchli
0ff4c56d9b
fix typo in multi-gpu docs ( #5402 )
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Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
2021-02-03 19:39:28 +01:00
Jirka Borovec
d5c107fa96
Docs: move images ( #5756 )
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* move images
* logo
2021-02-03 15:08:19 +00:00
Jirka Borovec
7e2e874d95
Refactor: legacy accelerators and plugins ( #5645 )
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* tests: legacy
* legacy: accel
* legacy: plug
* fix imports
* mypy
* flake8
2021-01-26 20:04:36 -05:00
Jirka Borovec
dee5553b2b
move to Pages dir ( #4869 )
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* folders
* common / advanced / extensions
* paths
* flake8
* isort
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2021-01-26 15:07:07 -05:00