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Weekly Patch Release v.1.2.3 [full merge, no squash] #6432

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@Borda
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@Borda Borda commented Mar 9, 2021

What does this PR do?

Fixes #<issue_number>

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awaelchli and others added 17 commits February 24, 2021 10:24
@awaelchli @lexierule
Fix amp autocast (#6080)
7c323ba 
* precision fixes

* add amp test model

* fix test

* revert

* move assert to training step

* fix test

* fix test

* remove unrelated changes

* add changelog

* remove unused import
@SeanNaren @carmocca @lexierule
[Hot Fix] Give priority to plugins to set distributed mode, and then …
0455231 
…accelerator (#6089)

* Give priority to plugins to set distributed mode, and then accelerator

* Add CHANGELOG.md

* Update CHANGELOG.md

* Remove very scary line

* Ensure we set cluster environment after slurm configured if necessary

* Simplify the fix with a reset

Co-authored-by: Carlos Mocholí <[email protected]>
@awaelchli @lexierule
fix amp/apex misconfiguration error for cpu (#6107)
d4dad19 
* fix weird test

* fix apex plugin test

* fix raise

* cpu test

* fix type

* add changelog
@carmocca @lexierule
Update version and remove CHANGELOG whitespace
c219aa4
@SkafteNicki @rohitgr7 @lexierule
[Bugfix] Fixed epoch level schedulers not being called when val_check…
76a6321 
…_interval < 1.0 (#6075)

* fix bug

* fix tests

* changelog

* fix pep8

* fix tests

* fix and add some tests

* add test for rlop

* chlog

* Update CHANGELOG.md

Co-authored-by: rohitgr7 <[email protected]>
@SeanNaren @Borda @lexierule
Fix for multiple callbacks (#6197)
4b71a83 
* Fix for multiple callbacks

* Add CHANGELOG.md

* Remove old params

* Skip tests on windows using ddp

* Change name of the variable to not clash with should stop, which is separate

* Apply suggestions from code review

* Fix params

Co-authored-by: Jirka Borovec <[email protected]>
@carmocca @kaushikb11 @lexierule
Add checkpoint parameter to on_save_checkpoint (#6072)
9329f58 
Co-authored-by: Kaushik B <[email protected]>
@borisdayma @carmocca
@tchaton @awaelchli @lexierule
fix(wandb): prevent WandbLogger from dropping values (#5931)
5abfd2c 
Co-authored-by: Carlos Mocholí <[email protected]>
Co-authored-by: chaton <[email protected]>
Co-authored-by: Adrian Wälchli <[email protected]>
@akihironitta @carmocca @lexierule
Call optimizer.zero_grad() before backward inside closure in AutoOpt (
3c498ce 
#6147)

Co-authored-by: Carlos Mocholi <[email protected]>
@akihironitta @lexierule
Remove opt from manual_backward in docs (#6267)
09b287a
@dvolgyes @tchaton
@Borda @lexierule
Fix for incorrect usage of detach(), cpu(), to() (#6216)
ad61624 
* Fix for incorrect detach/cpu calls (#6214)

* Fix incorrect use of detach(), to(), and cpu(), #6214

* Fix incorrect use of detach() and cpu(), #6214

* update pr

* add typing

* chlog

* more...

* revert on module

* update on comments

* revert changes on model

Co-authored-by: tchaton <[email protected]>
Co-authored-by: Jirka Borovec <[email protected]>
@SeanNaren @Borda @lexierule
Disable CPU Offload as default for DeepSpeed (#6262)
fc95f00 
* Change default for CPU offload to false for best throughput/memory efficiency

* Add changelog

* default

Co-authored-by: Jirka Borovec <[email protected]>
@SeanNaren @lexierule
[fix] Ensure we check deepspeed/sharded in multinode DDP (#6297)
c5e9d67 
* Ensure we check deepspeed/sharded in multinode

* Add CHANGELOG.md

* Add CHANGELOG.md

* Drop mock, use actual multi-gpu node
@kaushikb11 @lexierule
update lightning version to v1.2.2
9f3ef1b 
remove unneccessary import

Update CHANGELOG

resolve a bug

remove print

resolve bug

fix pep8 issues
@Borda @lexierule
hotfix for PT1.6 and torchtext (#6323)
b3b8f95 
* ci: azure reinstall torchtext

* move

* todos

* 0.6.0

* skip examples

* formatter

* skip

* todo

* Apply suggestions from code review

(cherry picked from commit e038e74)
@carmocca @tchaton
Fix ModelPruning(make_pruning_permanent=True) buffers getting removed…
cf9e408 
… when saved during training (#6073)

Co-authored-by: chaton <[email protected]>
@SkafteNicki @Borda
@rohitgr7 @awaelchli @tchaton
Update docs on arg train_dataloader in fit (#6076)
de0efa9 
* add to docs

* update docs

* Apply suggestions from code review

* Update pytorch_lightning/core/hooks.py

Co-authored-by: Rohit Gupta <[email protected]>

* nested loaders

* Apply suggestions from code review

Co-authored-by: Adrian Wälchli <[email protected]>

* shorten text length

* Update pytorch_lightning/core/hooks.py

Co-authored-by: Jirka Borovec <[email protected]>
Co-authored-by: Rohit Gupta <[email protected]>
Co-authored-by: Adrian Wälchli <[email protected]>
@Borda
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Borda commented Mar 9, 2021

duplicate to #6431 resolves #6428

@Borda Borda closed this Mar 9, 2021
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9 participants

@Borda @awaelchli @SeanNaren @carmocca @SkafteNicki @borisdayma @akihironitta @dvolgyes @kaushikb11