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Improve manual optimization API #5771

Merged
merged 355 commits into from
Feb 16, 2021
Merged

Improve manual optimization API #5771

merged 355 commits into from
Feb 16, 2021
This pull request is big! We’re only showing the most recent 250 commits.

Commits on Jan 25, 2021

  1. Fix import issue, attempting to fix tests

    @Borda
    SeanNaren authored and Borda committed Jan 25, 2021
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  2. Fix initial test

    @Borda
    SeanNaren authored and Borda committed Jan 25, 2021
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  3. Reflect hook logic from master, should wrap model after move to device

    @Borda
    SeanNaren authored and Borda committed Jan 25, 2021
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  4. Optional state consolidation, since master has optimizers not wrapped

    @justusschock @Borda
    justusschock authored and Borda committed Jan 25, 2021
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  5. change attribute for instance test

    @justusschock @Borda
    justusschock authored and Borda committed Jan 25, 2021
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  6. reset optimizers 

    optimizers are not used in main process, so state would be wrong.
    @justusschock @Borda
    justusschock authored and Borda committed Jan 25, 2021
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  7. legacy

    @Borda
    Borda committed Jan 25, 2021
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  8. imports in accel

    @Borda
    Borda committed Jan 25, 2021
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  9. legacy2

    @Borda
    Borda committed Jan 25, 2021
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  10. trainer imports

    @Borda
    Borda committed Jan 25, 2021
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  11. fix import errors after rebase

    @awaelchli @Borda
    awaelchli authored and Borda committed Jan 25, 2021
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  12. move hook to new setup location

    @awaelchli @Borda
    awaelchli authored and Borda committed Jan 25, 2021
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  13. provide unwrapping logic

    @awaelchli @Borda
    awaelchli authored and Borda committed Jan 25, 2021
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  14. fix trainer callback system

    @awaelchli @Borda
    awaelchli authored and Borda committed Jan 25, 2021
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  15. added ddp2 implementation

    @awaelchli @Borda
    awaelchli authored and Borda committed Jan 25, 2021
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  16. fix imports .legacy

    @Borda
    Borda committed Jan 25, 2021
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  17. move plugins

    @Borda
    Borda committed Jan 25, 2021
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  18. restore legacy

    @Borda
    Borda committed Jan 25, 2021
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  19. drop test.py from root

    @Borda
    Borda committed Jan 25, 2021
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Commits on Jan 26, 2021

  1. add tpu accelerator and plugins

    @justusschock
    justusschock committed Jan 26, 2021
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Commits on Jan 30, 2021

  1. Merge branch 'release/1.2-dev' into accelerator-refactor-sharted-4

    @awaelchli
    awaelchli committed Jan 30, 2021
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  2. fixes

    @awaelchli
    awaelchli committed Jan 30, 2021
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  3. Merge branch 'release/1.2-dev' into accelerator-refactor-sharted-4

    @awaelchli
    awaelchli committed Jan 30, 2021
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Commits on Jan 31, 2021

  1. Merge branch 'release/1.2-dev' into accelerator-refactor-sharted-4

    @awaelchli
    awaelchli committed Jan 31, 2021
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  2. fix lightning optimizer merge

    @awaelchli
    awaelchli committed Jan 31, 2021
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  3. reset bugreportmodel

    @awaelchli
    awaelchli committed Jan 31, 2021
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  4. unwrapping

    @awaelchli
    awaelchli committed Jan 31, 2021
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  5. step routing forward

    @awaelchli
    awaelchli committed Jan 31, 2021
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  6. model access

    @awaelchli
    awaelchli committed Jan 31, 2021
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  7. unwrap

    @awaelchli
    awaelchli committed Jan 31, 2021
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  8. opt

    @awaelchli
    awaelchli committed Jan 31, 2021
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  9. Merge branch 'release/1.2-dev' into accelerator-refactor-sharted-4

    @awaelchli
    awaelchli committed Jan 31, 2021
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  10. integrate distrib_type

    @awaelchli
    awaelchli committed Jan 31, 2021
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  11. sync changes

    @awaelchli
    awaelchli committed Jan 31, 2021
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Commits on Feb 1, 2021

  1. sync

    @awaelchli
    awaelchli committed Feb 1, 2021
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  2. Merge branch 'release/1.2-dev' into accelerator-refactor-sharted-4

    @awaelchli
    awaelchli committed Feb 1, 2021
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  3. fixes

    @awaelchli
    awaelchli committed Feb 1, 2021
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  4. add forgotten generators

    @awaelchli
    awaelchli committed Feb 1, 2021
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  5. Merge branch 'release/1.2-dev' into accelerator-refactor-sharted-4

    @awaelchli
    awaelchli committed Feb 1, 2021
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  6. add missing logic

    @awaelchli
    awaelchli committed Feb 1, 2021
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  7. Merge branch 'release/1.2-dev' into accelerator-refactor-sharted-4

    @awaelchli
    awaelchli committed Feb 1, 2021
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  8. update

    @awaelchli
    awaelchli committed Feb 1, 2021
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  9. import

    @awaelchli
    awaelchli committed Feb 1, 2021
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  10. missed imports

    @awaelchli
    awaelchli committed Feb 1, 2021
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  11. import fixes

    @awaelchli
    awaelchli committed Feb 1, 2021
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  12. isort

    @awaelchli
    awaelchli committed Feb 1, 2021
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  13. mv f

    @awaelchli
    awaelchli committed Feb 1, 2021
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  14. changelog

    @awaelchli
    awaelchli committed Feb 1, 2021
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  15. Merge branch 'release/1.2-dev' into ref/update-plugins

    @awaelchli
    awaelchli committed Feb 1, 2021
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  16. format

    @awaelchli
    awaelchli committed Feb 1, 2021
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  17. move helper to parallel plugin

    @awaelchli
    awaelchli committed Feb 1, 2021
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  18. d

    @awaelchli
    awaelchli committed Feb 1, 2021
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  19. Merge branch 'ref/update-plugins' into accelerator-refactor-sharted-4

    @awaelchli
    awaelchli committed Feb 1, 2021
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  20. add world size

    @awaelchli
    awaelchli committed Feb 1, 2021
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  21. clean up

    @awaelchli
    awaelchli committed Feb 1, 2021
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  22. Merge branch 'release/1.2-dev' into accelerator-refactor-sharted-4

    @awaelchli
    awaelchli committed Feb 1, 2021
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  23. duplicate

    @awaelchli
    awaelchli committed Feb 1, 2021
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Commits on Feb 2, 2021

  1. Merge branch 'release/1.2-dev' into accelerator-refactor-sharted-4

    @awaelchli
    awaelchli committed Feb 2, 2021
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  2. activate ddp_sharded and tpu

    @awaelchli
    awaelchli committed Feb 2, 2021
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  3. set nvidia flags

    @awaelchli
    awaelchli committed Feb 2, 2021
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  4. remove unused colab var

    @awaelchli
    awaelchli committed Feb 2, 2021
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  5. use_tpu <-> on_tpu attrs

    @awaelchli
    awaelchli committed Feb 2, 2021
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  6. make some ddp_cpu and clusterplugin tests pass

    @awaelchli
    awaelchli committed Feb 2, 2021
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  7. 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>
    @justusschock @awaelchli
    justusschock and awaelchli authored Feb 2, 2021
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  8. plugins

    @awaelchli
    awaelchli committed Feb 2, 2021
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  9. manual optimization

    @justusschock
    justusschock committed Feb 2, 2021
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  10. update optimizer routing

    @justusschock
    justusschock committed Feb 2, 2021
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  11. add rank to torchelastic

    @justusschock
    justusschock committed Feb 2, 2021
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  12. fix memory mixed precision

    @awaelchli
    awaelchli committed Feb 2, 2021
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  13. setstate on trainer for pickling in ddp spawn

    @awaelchli
    awaelchli committed Feb 2, 2021
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  14. add predict method

    @awaelchli
    awaelchli committed Feb 2, 2021
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  15. add back commented accelerator code

    @awaelchli
    awaelchli committed Feb 2, 2021
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Commits on Feb 3, 2021

  1. adapt test for sync_batch_norm to new plugin

    @awaelchli
    awaelchli committed Feb 3, 2021
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  2. fix deprecated tests

    @awaelchli
    awaelchli committed Feb 3, 2021
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  3. fix ddp cpu choice when no num_processes are given

    @awaelchli
    awaelchli committed Feb 3, 2021
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  4. Merge branch 'release/1.2-dev' into accelerator-refactor-sharded

    @awaelchli
    awaelchli committed Feb 3, 2021
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  5. yapf format

    @awaelchli
    awaelchli committed Feb 3, 2021
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  6. skip a memory test that cannot pass anymore

    @awaelchli
    awaelchli committed Feb 3, 2021
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  7. update on comments

    @tchaton
    tchaton committed Feb 3, 2021
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  8. fix pickle error in spawn plugin

    @awaelchli
    awaelchli committed Feb 3, 2021
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  9. x

    @awaelchli
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  10. avoid

    @awaelchli
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  11. x

    @awaelchli
    awaelchli committed Feb 3, 2021
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  12. avoid tons of warnings from importing deprecated modules

    @awaelchli
    awaelchli committed Feb 3, 2021
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  13. fix cyclic import in docs build

    @awaelchli
    awaelchli committed Feb 3, 2021
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Commits on Feb 4, 2021

  1. add support for sharded

    @justusschock
    justusschock committed Feb 4, 2021
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  2. update typing

    @justusschock
    justusschock committed Feb 4, 2021
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  3. add sharded and sharded_spawn to distributed types

    @justusschock
    justusschock committed Feb 4, 2021
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  4. make unwrap model default

    @justusschock
    justusschock committed Feb 4, 2021
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  5. refactor LightningShardedDataParallel similar to LightningDistributed… 

    …DataParallel
    @justusschock
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  6. update sharded spawn to reflect changes

    @justusschock
    justusschock committed Feb 4, 2021
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  7. update sharded to reflect changes

    @justusschock
    justusschock committed Feb 4, 2021
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  8. Merge 1.1.5 changes

    @awaelchli
    awaelchli committed Feb 4, 2021
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  9. fix merge

    @awaelchli
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  10. fix merge

    @awaelchli
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  11. yapf isort

    @awaelchli
    awaelchli committed Feb 4, 2021
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  12. merge 1.1.6

    @awaelchli
    awaelchli committed Feb 4, 2021
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  13. fix merge

    @awaelchli
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  14. yapf isort

    @awaelchli
    awaelchli committed Feb 4, 2021
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  15. fix indentation in test

    @awaelchli
    awaelchli committed Feb 4, 2021
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Commits on Feb 5, 2021

  1. copy over reinit scheduler implementation from dev1.2

    @awaelchli
    awaelchli committed Feb 5, 2021
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  2. fix apex tracking calls with dev_debugger

    @awaelchli
    awaelchli committed Feb 5, 2021
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  3. reduce diff to dev1.2, clean up

    @awaelchli
    awaelchli committed Feb 5, 2021
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  4. fix trainer config test when gpus>0 and num_processes >0 and ddp_cpu

    @awaelchli
    awaelchli committed Feb 5, 2021
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Commits on Feb 6, 2021

  1. sort plugin tests legacy/new

    @awaelchli
    awaelchli committed Feb 6, 2021
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  2. fix error handling for amp on cpu

    @awaelchli
    awaelchli committed Feb 6, 2021
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  3. Merge branch 'release/1.2-dev' into patch117

    @awaelchli
    awaelchli committed Feb 6, 2021
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  4. fix merge 

    fix merge


fix merge
    @awaelchli
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  5. Merge branch 'patch117' into accelerator-refactor-sharded

    @awaelchli
    awaelchli committed Feb 6, 2021
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  6. [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>
    @tchaton
    tchaton and Ubuntu authored Feb 6, 2021
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  7. fix tests/accelerator tests on cpu

    @awaelchli
    awaelchli committed Feb 6, 2021
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  8. [BugFix] Resolve manual optimization (#5852) 

    * resolve manual_optimization

* update

* update

Co-authored-by: Ubuntu <ubuntu@ip-172-31-88-60.ec2.internal>
    @tchaton
    tchaton and Ubuntu authored Feb 6, 2021
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  9. Merge formatting changes from 1.2 branch

    @awaelchli
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Commits on Feb 7, 2021

  1. Remove copy trainer parameters to happen earlier within the loop and … 

    …add safe guard to get ref model (#5856)
    @SeanNaren
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  2. Merge branch 'release/1.2-dev' into accelerator-refactor-sharded

    SeanNaren committed Feb 7, 2021
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  3. resovle a bug

    Ubuntu committed Feb 7, 2021
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  4. 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>
    @justusschock
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  5. resolve bug

    Ubuntu committed Feb 7, 2021
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  6. fix assert in rpc test

    @awaelchli
    awaelchli committed Feb 7, 2021
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  7. resolve a test

    Ubuntu committed Feb 7, 2021
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Commits on Feb 8, 2021

  1. fix docs compilation

    @awaelchli
    awaelchli committed Feb 8, 2021
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  2. accelerator refactor - fix for sharded parity test (#5866) 

    * fix memory issue with ddp_spawn

* x


x


x


x


x


x


x


x


x

* x
    @awaelchli
    awaelchli authored Feb 8, 2021
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  3. Remove DDP2 as this does not apply

    SeanNaren committed Feb 8, 2021
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  4. Add missing pre optimizer hook to ensure lambda closure is called

    SeanNaren committed Feb 8, 2021
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  5. Merge branch 'release/1.2-dev' into accelerator-refactor-sharded

    SeanNaren committed Feb 8, 2021
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  6. fix apex docstring

    @awaelchli
    awaelchli committed Feb 8, 2021
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  7. [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>
    @tchaton @justusschock
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  8. yapf isort

    @awaelchli
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  9. resolve flake8

    @tchaton
    tchaton committed Feb 8, 2021
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  10. fix apex doctests

    @awaelchli
    awaelchli committed Feb 8, 2021
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  11. fix apex doctests 2

    @awaelchli
    awaelchli committed Feb 8, 2021
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  12. resolve docs

    @tchaton
    tchaton committed Feb 8, 2021
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  13. update drone

    @tchaton
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  14. Merge branch 'accelerator-refactor-sharded' of https://github.com/PyT… 

    …orchLightning/pytorch-lightning into accelerator-refactor-sharded
    @tchaton
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  15. clean env

    root committed Feb 8, 2021
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  16. Merge branch 'release/1.2-dev' into accelerator-refactor-sharded

    @tchaton
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  17. Merge branch 'release/1.2-dev' into accelerator-refactor-sharded

    @tchaton
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  18. update

    Ubuntu committed Feb 8, 2021
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  19. update

    root committed Feb 8, 2021
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  20. Merge branch 'accelerator-refactor-sharded' of https://github.com/PyT… 

    …orchLightning/pytorch-lightning into accelerator-refactor-sharded
    root committed Feb 8, 2021
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  21. update

    @tchaton
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  22. update

    @tchaton
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Commits on Feb 9, 2021

  1. merge

    @justusschock
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  2. Merge branch 'accelerator-refactor-sharded' of github.com:PytorchLigh… 

    …tning/pytorch-lightning into accelerator-refactor-sharded
    @justusschock
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  3. 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
    @SeanNaren
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Commits on Feb 10, 2021

  1. Merge branch 'release/1.2-dev' into accelerator-refactor-sharded

    @justusschock
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  2. Update test_remove_1-4.py

    @justusschock
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  3. Expose properties for tpu cores/gpus/num_gpus

    SeanNaren committed Feb 10, 2021
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  4. Add root GPU property

    SeanNaren committed Feb 10, 2021
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  5. Move properties to properties.py

    SeanNaren committed Feb 10, 2021
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  6. Merge branch 'release/1.2-dev' into accelerator-refactor-sharded

    @awaelchli
    awaelchli committed Feb 10, 2021
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  7. move tests that were previously in drone

    @awaelchli
    awaelchli committed Feb 10, 2021
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  8. 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
    @SeanNaren
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  9. fix best model path transfer when no checkpoint callback available

    @awaelchli
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  10. Merge remote-tracking branch 'original/accelerator-refactor-sharded' … 

    …into accelerator-refactor-sharded
    @awaelchli
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  11. 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>
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  12. rename ddp sequential -> rpc sequential for special test

    @awaelchli
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  13. Merge branch 'release/1.2-dev' into accelerator-refactor-sharded

    @awaelchli
    awaelchli committed Feb 10, 2021
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  14. revert

    @awaelchli
    awaelchli committed Feb 10, 2021
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  15. fix stupid merge problem

    @awaelchli
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  16. Use property in connector for sampler (#5913)

    @SeanNaren
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Commits on Feb 11, 2021

  1. Merge branch 'release/1.2-dev' into accelerator-refactor-sharded

    @awaelchli
    awaelchli committed Feb 11, 2021
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  2. merge the import conflicts

    @awaelchli
    awaelchli committed Feb 11, 2021
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  3. fix spawning of processes in slurm

    @awaelchli
    awaelchli committed Feb 11, 2021
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  4. [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>
    @tchaton @lezwon
    3 people authored Feb 11, 2021
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  5. resolve some tests

    root committed Feb 11, 2021
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  6. update

    Ubuntu committed Feb 11, 2021
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  7. Merge branch 'release/1.2-dev' into accelerator-refactor-sharded

    @justusschock
    justusschock authored Feb 11, 2021
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  8. fix imports

    @justusschock
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  9. update

    root committed Feb 11, 2021
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  10. Merge branch 'accelerator-refactor-sharded' of https://github.com/PyT… 

    …orchLightning/pytorch-lightning into accelerator-refactor-sharded
    root committed Feb 11, 2021
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  11. resolve flake8

    @tchaton
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  12. update azure pipeline

    @tchaton
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  13. Merge branch 'release/1.2-dev' into accelerator-refactor-sharded

    @tchaton
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  14. skip a sharded test on cpu that requires a gpu

    @awaelchli
    awaelchli committed Feb 11, 2021
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  15. resolve tpus

    Your Name committed Feb 11, 2021
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  16. Merge branch 'master' into accelerator-refactor-sharded

    @justusschock
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  17. resolve bug

    Your Name committed Feb 11, 2021
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  18. Merge branch 'accelerator-refactor-sharded' of https://github.com/PyT… 

    …orchLightning/pytorch-lightning into accelerator-refactor-sharded
    Your Name committed Feb 11, 2021
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  19. resolve flake8

    @tchaton
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  20. update

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  21. Merge branch 'accelerator-refactor-sharded' of https://github.com/PyT… 

    …orchLightning/pytorch-lightning into accelerator-refactor-sharded
    Your Name committed Feb 11, 2021
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  22. updat utils

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  23. Merge branch 'master' into accelerator-refactor-sharded

    @tchaton
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  24. revert permission change on files

    @awaelchli
    awaelchli committed Feb 11, 2021
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  25. suggestions from carlos 

    Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
    @awaelchli @carmocca
    awaelchli and carmocca authored Feb 11, 2021
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  26. remove unrelated formatting changes

    @awaelchli
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  27. remove incomplete comment

    @awaelchli
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  28. Update pytorch_lightning/accelerators/__init__.py 

    Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
    @awaelchli @carmocca
    awaelchli and carmocca authored Feb 11, 2021
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  29. remove unrelated formatting change

    @awaelchli
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  30. add types

    @awaelchli
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  31. warn 1.7 ddp manual backward only if ddp kwarg unset

    @awaelchli
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  32. yapf + isort

    @awaelchli
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  33. pep8 unused imports

    @awaelchli
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  34. Merge branch 'master' into accelerator-refactor-sharded

    @awaelchli
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Commits on Feb 12, 2021

  1. fix cyclic import in docs

    @awaelchli
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  2. Apply suggestions from code review

    @Borda
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  3. typer in accelerator.py

    @Borda
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  4. typo

    @tchaton
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  5. Apply suggestions from code review

    @Borda
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  6. formatting

    @Borda
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  7. update on comments

    @tchaton
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  8. update typo

    @tchaton
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  9. Update pytorch_lightning/trainer/properties.py 

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

    @tchaton
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  11. Merge branch 'accelerator-refactor-sharded' into feat/5769_manual_opt… 

    …imization
    @tchaton
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  12. update on comments

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Commits on Feb 13, 2021

  1. Merge branch 'master' into feat/5769_manual_optimization

    @awaelchli
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  2. Merge branch 'master' into feat/5769_manual_optimization

    @tchaton
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  3. resolve some comments

    @tchaton
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  4. Merge branch 'feat/5769_manual_optimization' of https://github.com/Py… 

    …TorchLightning/pytorch-lightning into feat/5769_manual_optimization
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  5. update on comments

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  6. resolve test

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  7. add toggle_model

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  8. update

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  9. update on comments

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  10. update doc

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  11. typo

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  12. update

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  13. typo

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  14. remove space

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  15. Merge branch 'master' into feat/5769_manual_optimization

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  16. update

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  17. Merge branch 'feat/5769_manual_optimization' of https://github.com/Py… 

    …TorchLightning/pytorch-lightning into feat/5769_manual_optimization
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  18. Merge branch 'master' into feat/5769_manual_optimization

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  19. Merge branch 'master' into feat/5769_manual_optimization

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  20. Merge branch 'master' into feat/5769_manual_optimization

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  21. update on comments

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  22. Merge branch 'master' into feat/5769_manual_optimization

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  23. Merge branch 'master' into feat/5769_manual_optimization

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  24. update on comments

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  25. Merge branch 'feat/5769_manual_optimization' of https://github.com/Py… 

    …TorchLightning/pytorch-lightning into feat/5769_manual_optimization
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Commits on Feb 14, 2021

  1. Merge branch 'master' into feat/5769_manual_optimization

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  3. update

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