Commit Graph

4 Commits

Author SHA1 Message Date
Sean Naren 432e5637d6
Expose DeepSpeed FP16 parameters due to loss instability (#6115)
* Expose deepspeed config parameters to init function due to instability in parameters

* See if tests can run on normal CI, without special tests

* Add changelog

* Update pytorch_lightning/plugins/training_type/deepspeed.py

Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>

Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
2021-02-21 21:43:11 +01:00
Sean Naren 3b0e4e0b2b
Enable ZeRO tests for CI, fix to/half function calls (#6070)
* Enable ZeRO optimization, and make sure that the lightning module hook is called when we move to half precision

* Added test, update to function
2021-02-21 00:24:44 +00:00
Adrian Wälchli 6cc1a06078
rename accelerator_backend -> accelerator (#6034)
* rename accelerator backend

* rename new additions from master

* add proper deprecation

* pep8

* warning match

* add missing warning type
2021-02-18 15:54:12 +00:00
Sean Naren 7189d673f6
DeepSpeed Integration (#5954)
* 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