Commit Graph

31 Commits

Author SHA1 Message Date
Jv Kyle Eclarin 2012816645
Update `tests/core/*.py` to use `devices` instead of `gpus` or `ipus` (#11433)
* update tests for v2
* Update
* Pass devices to kwargs
* add accelerator to kwargs
* Fix testing with cpu on GPU env

Co-authored-by: Carlos Mocholi <carlossmocholi@gmail.com>
Co-authored-by: Aki Nitta <nitta@akihironitta.com>
2022-01-17 18:15:02 +09:00
Aki Nitta ba7193721a
Fix `torch.distributed._*` import statements in tests (#11416)
Co-authored-by: Carlos Mocholi <carlossmocholi@gmail.com>
2022-01-12 03:53:14 +00:00
Carlos Mocholí 81d15c5986
Implement double optimizer closure for hook structure consistency (#10167) 2021-10-29 13:03:04 +00:00
Carlos Mocholí dbe1662dc3
Replace `_TORCH_GREATER_EQUAL_DEV_1_10` with `_TORCH_GREATER_EQUAL_1_10` (#10157) 2021-10-27 13:38:39 +01:00
Carlos Mocholí b376799430
Minor fixes related to clipping (#10130)
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>
2021-10-25 16:40:22 +00:00
Kaushik B c3614f1c07
Fix: skip importing DistributedOptimizer for Windows (#10071) 2021-10-21 21:01:56 +00:00
Carlos Mocholí 6aeebf1bd3
Remove unnecessary dependency available checks (#10050) 2021-10-20 16:21:37 +00:00
Rohit Gupta 23e8b59ae7
Add `configure_gradient_clipping` hook in `LightningModule` (#9584)
* init hook

* docs

* dep train args

* update tests

* doc

* doc

* .gitignore

* not dep

* add trainer args

* add & update tests

* fix tests

* pre-commit

* docs

* add docs

* add exception

* code review

* deepspeed

* update tests

* not

* try fix

* Apply suggestions from code review

* update deepspeed

* disable some tests

* disable some tests

* enable all tests
2021-10-13 20:15:13 +05:30
Yifu Wang 3d5e71a767
Add `ShardedTensor` support in `LightningModule` (#8944)
* Add `ShardedTensor` support in `LightningModule`

Co-authored-by: Yifu Wang <yifuwang@2012@gmail.com>
Co-authored-by: Sean Naren <sean@grid.ai>
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2021-08-23 19:59:38 +00:00
Carlos Mocholí e63968ab88
Add `pyupgrade` to `pre-commit` (#8557)
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2021-07-26 14:38:12 +02:00
Carlos Mocholí a64cc37394
Replace `yapf` with `black` (#7783)
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2021-07-26 13:37:35 +02:00
Adrian Wälchli ced2c94a3e
fix missing call to untoggle_optimizer when accumulating gradients (#8284)
* add fix

* toggle test

* re-structure

* update changelog

* update comment

* remove debugging assertion
2021-07-05 11:59:04 +00:00
David Chan c6e02e481e
[feat] Allow overriding optimizer_zero_grad and/or optimizer_step when using accumulate_grad_batches (#7980) 2021-06-17 12:50:37 +02:00
Carlos Mocholí 40f80230fe
Remove `trainer.fit` return value [2/n] (#7237)
* `_fit_impl` refactor and types

* Fix return

* Remove return docstring

* Fixes

* Fixes

* Remove `trainer.fit` return value

* Update CHANGELOG

* flake8

* Undo results change

* Fix test

* Revert changes for a separate PR

* flake8
2021-04-28 19:11:32 +01:00
thomas chaton f58865aada
Properly set `LightningModule.device` after model replacement (#7188)
Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
2021-04-23 16:36:52 +02:00
Akihiro Nitta 925f082572
Call `optimizer.zero_grad()` before backward inside closure in AutoOpt (#6147)
Co-authored-by: Carlos Mocholi <carlossmocholi@gmail.com>
2021-03-01 14:36:46 +01:00
chaton a121fd3c99
[Bugfix] Apply untoggle_optimizer when result is None (#5983)
* update changelog

* apply untoggle_optimizer when result is None

* update tests

* still return loss sometimes

* Update CHANGELOG.md

Co-authored-by: deng-cy <dcy1996@gmail.com>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
2021-02-17 19:55:09 +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>
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2021-02-12 15:48:56 -05:00
Jirka Borovec a0f7831278
fix miss-leading imports in tests (#5873)
* fix imorts

* .
2021-02-09 05:10:52 -05:00
Jirka Borovec 4faaef7758
formatting tests: 4/n (#5846)
* models

* ckpt

* core

* log
2021-02-06 12:07:26 +01:00
ananthsub 06f65938ef Fix toggle optimizer (#5775)
* Update lightning.py

* update changelog

* add a 3 optimizer test

* resolve flake8

* remove extra code

* typo

* resolve typo

* Apply suggestions from code review

Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>

Co-authored-by: tchaton <thomas@grid.ai>
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2021-02-05 21:43:10 +01:00
Adrian Wälchli 8943d8bca0
add missing logic to new plugins and accelerator (#5734)
* add missing logic

* missed imports

* import fixes

* isort

* mv f

* changelog

* format

* move helper to parallel plugin

* d
2021-02-01 13:23:53 -05:00
Adrian Wälchli 344f3a984a
Refactor access to trainer attributes in LightningModule (#5730)
* rank access

* tests for property

* weekref

* logger

* changelog

* torchscript

* changelog

* chlog

* .

* amp

* yapf

* flake8

Co-authored-by: Jirka Borovec <jirka.borovec@seznam.cz>
2021-02-01 14:28:17 +00:00
chaton 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

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* 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

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* Update pytorch_lightning/trainer/connectors/optimizer_connector.py

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* Update pytorch_lightning/trainer/trainer.py

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* Update pytorch_lightning/trainer/trainer.py

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* Update tests/trainer/optimization/test_parity_automatic_optimization.py

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* 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

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* Update tests/trainer/optimization/test_parity_automatic_optimization.py

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* Update tests/trainer/optimization/test_parity_automatic_optimization.py

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* Update tests/trainer/optimization/test_parity_automatic_optimization.py

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* mofidy import

* update changelog

* resolve flake8

* update

* update

* clean doc

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(cherry picked from commit f2e99d617f)
2021-01-26 14:29:46 +01:00
Rohit Gupta 29bcf30984
[tests/core] Updated with BoringModel and added BoringDataModule (#5432)
* update with BoringModel and introduce BoringDataModule

* isort

* fix

* rm random_split

* fix test

* fix test

* update

* update test_results

* val_step

* update tests

* rebase

* rebase
2021-01-13 01:48:37 -05:00
Jirka Borovec 0f36525e8f
fix/enable - check F401 (#5201)
* refactor - check F401

* missed

* fix
2020-12-21 10:15:04 +01:00
Jirka Borovec 6d2c564bc6
refactor - check F841 (#5202) 2020-12-21 11:10:55 +05:30
chaton 1a970b2d8d
[hotfix] Extend Optimizer + update doc (#5095)
* resolve urgent bug

* update pr

* update doc

* update

* remove typo

* add defaults

* Update pytorch_lightning/__init__.py

* Update setup.py

* update doc

* Update docs/source/optimizers.rst

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* update

* resolve doc

* debug test

* update test

* Update docs/source/optimizers.rst

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* Update docs/source/optimizers.rst

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* Update docs/source/optimizers.rst

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

* remove useless import

* Update docs/source/optimizers.rst

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2020-12-11 14:24:59 -05:00
chaton 7755572b4f
Check if optimizer supports closure (#4981)
* check if optimizer support closure

* cleanup test

* resolve tests

* resolve flake

* update test due to patch limit

* update

* update dep

* Update tests/core/test_lightning_optimizer.py

Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>

* Update tests/core/test_lightning_optimizer.py

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* resolve bug

* update test

* resolve tests

* Update requirements/extra.txt

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* remove bolts dep

* remove bolts

* add missing bolts dep for tests

* remove need for bolts

Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>
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2020-12-11 14:51:45 +01:00
Jirka Borovec 4ebce38478
update usage of deprecated automatic_optimization (#5011)
* drop deprecated usage automatic_optimization

* Apply suggestions from code review

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

* Apply suggestions from code review

Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>

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2020-12-10 15:31:33 +05:30
chaton 02152c1729
Simplify optimization Logic (#4984)
* Rely on ddp plugin for blocking sync behaviour, and skip if we're using manual optimization

* debug

* Revert "debug"

This reverts commit ccca6b6b

* Expose manual reduce for automatic optimization

* Add input arguments

* Enable parity test

* clean imports

* Expose hook after to ensure we reset

* Fix naming

* add

* fix test

* uniformize optimizer logic

* resolve test

* resovle flake8

* resolve amp bug

* update tests

* remove bug

* remove optimizer_step in accelerators

* typo

* update lightning optimizer

* set doesn't work with ddp_spawn

* resolve flake8

* update threshold

* ignore pyright

* correct codeFactor

* remove useless if

* remove zer_grad function

* simplify step

* remove typo

* resolve bug

* Apply suggestions from code review

* update on comments

* resolve bugs

* remove tests

* Update pytorch_lightning/trainer/configuration_validator.py

Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>

* simplify testing

* add more tests

Co-authored-by: SeanNaren <sean@grid.ai>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>
2020-12-07 12:55:49 +00:00