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[feat] Gossip/SlowMo #378

Merged
merged 123 commits into from
Nov 8, 2021
Merged

[feat] Gossip/SlowMo #378

merged 123 commits into from
Nov 8, 2021

Commits on Feb 9, 2021

  1. Add latest version of gossip code from branch latest_master of vtanti… 

    …a/stochastic_gradient_push
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  2. Add code for importing GossipDataParallel in fairscale

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  3. Add tests (currently in wrong location so will need to be moved)

    @vtantia
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  4. Remove extra ad_psgd file

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  5. Add change in gitignore to ignore vscode config

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  6. Perform formatting (black, isort, flake8) 

    Need to maybe automate this part with pre-commit
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  7. Add scripts to load environment and format code

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  8. Add stubs for fairscale script

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  9. [Temp] Comment out a line in stubs to fix error message

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  10. Remove remaining adpsgd code

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    vtantia committed Feb 9, 2021
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  11. Remove unnecessary function

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  12. Add mypy typing to GossipDataParallel

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  13. Fix formatting

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  14. Make format.sh a script

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  15. Make flaky test log message clearer

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  16. Fix minor bug in mypy implementation

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  17. Add tests for SGP

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  18. Minor mypy changes

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  19. Fix errors with multiple process groups by synchronizing appropriately

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  20. Remove deprecated file

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  21. Fix mypy in utils/helpers.py

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  22. Finish mypy typing for distributed.py

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  23. Add typing to and format test files

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  24. Fix mypy errors including those for switching to Python 3.6

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  25. Temporary commit - cleaning up parameters

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  26. Remove single process support to make code cleaner

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  27. Change localsgd to be set as an option

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  28. Refactor perform_additional_optimizer_actions function

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  29. Clean up

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  30. Factor out sgp_int

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  31. Add temporary comments to prevent auto-formatting of argument separation

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  32. Rename sgp functions. Move sgp and slowmo functions together

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  33. Factorize creation of process groups in SlowMo

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  34. Remove extra variable

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  35. Change default value of localsgd_frequency to 3

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  36. Factorize initialization of process groups

    @vtantia
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  37. Minor name change

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    vtantia committed Feb 9, 2021
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  38. Minor formatting change

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    vtantia committed Feb 9, 2021
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  39. Add a todo

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  40. Make distributed_broadcast_coalesced more generalizable

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  41. Fix pre-commit errors (mainly mypy)

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  42. Formatting changes in scripts

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  43. Missed renaming change

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  44. Precommit formatting

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  45. Add changes for fairseq fp16 optimizer

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  46. Change slowmo_world_size to slowmo_num_shards

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  47. Fix flaky test and change parameter names

    @vtantia
    vtantia committed Feb 9, 2021
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  48. Fix minor bugs

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  49. Fairscale pyproject change. Not sure why this happens

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Commits on Feb 10, 2021

  1. Add a no sharding version of SlowMo. Add tests for the no sharding ve… 

    …rsion. Make optimizations in case of memory efficiency more clear
    @vtantia
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  2. Clean up SGP conditions

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Commits on Feb 11, 2021

  1. minor tweaks, seems to run fine

    @blefaudeux
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  2. lint

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  3. Merge branch 'master' into slowmo_ben

    @blefaudeux
    blefaudeux committed Feb 11, 2021
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  4. removing some changes which slipped in

    @blefaudeux
    blefaudeux committed Feb 11, 2021
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  5. changing the cudnn deterministic setting, seems that running all test… 

    …s with pytest would require some changes
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Commits on Feb 13, 2021

  1. moving all the tests to pytest, would probably need a second cleanup … 

    …pass
    @blefaudeux
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Commits on Feb 14, 2021

  1. fix an assert on a parameter list

    @blefaudeux
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Commits on Feb 16, 2021

  1. small test refactor, not perfect but a bit more redeable I presume

    @blefaudeux
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  2. does not look like setting files manually is a good idea

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Commits on Feb 17, 2021

  1. destroy process groups when done

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Commits on Feb 19, 2021

  1. fixing unit tests firing consecutive process groups

    @blefaudeux
    blefaudeux committed Feb 19, 2021
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Commits on Feb 20, 2021

  1. Formatting changes

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    vtantia committed Feb 20, 2021
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  2. Changes in documentation

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  3. Add documentation for slowmo_memory_efficient

    @vtantia
    vtantia committed Feb 20, 2021
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  4. Make private methods start with underscore. Minor name changes

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  5. Move sgp related functions together

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  6. Minor flake8 fix

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    vtantia committed Feb 20, 2021
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  7. Remove enum SlowmoBaseAlgorithm. Use string instead

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  8. Remove extra parameter 

    Formatting changes in previous commit
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  9. Change license header on all the files

    @vtantia
    vtantia committed Feb 20, 2021
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  10. Rename function

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  11. Add tutorial for slowmo (very slightly modified from tutorial_oss.py)

    @vtantia
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  12. Fix broken tests on > 2 GPU machines

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  13. Add SlowMo to init

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  14. Remove extra imports

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  15. Minor addition missed 2 commits before

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Commits on Mar 10, 2021

  1. moving gossip to experimental

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  2. Merge branch 'master' into slowmo_ben

    @blefaudeux
    blefaudeux committed Mar 10, 2021
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  3. removing a change which slipped in

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Commits on Oct 18, 2021

  1. Merge branch 'main' into slowmo_ben

    @blefaudeux
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  2. code review + fixing an issue with model parallel tests

    @blefaudeux
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  3. removing private torch variable which seemed broken on nightly

    @blefaudeux
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  4. addressing some more comments

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Commits on Oct 19, 2021

  1. tentatively debugging the unit tests, the interface is not too nice

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Commits on Oct 22, 2021

  1. Fix a couple of bugs related to spawning processes

    @vtantia
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  2. Fix a bug by ensuring that data is the same on all GPUs at setup time

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Commits on Oct 28, 2021

  1. Resolve comments on PR - misc

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  2. Resolve comments on PR - break rank and world_size into 2 variables

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  3. Refactor to clean up _maybe_create_process_groups

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  4. Fix non-deterministic behaviour in a clean way

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  5. Merge branch 'main' into slowmo_ben

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Commits on Oct 29, 2021

  1. Fix bug by removing residual option

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    vtantia committed Oct 29, 2021
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  2. Migrate list to deque to prevent future memory leak

    @vtantia
    vtantia committed Oct 29, 2021
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  3. Address PR comments

    @vtantia
    vtantia committed Oct 29, 2021
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  4. Minor formatting fixes

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Commits on Nov 1, 2021

  1. Change slowmo_base_algorithm from string to Enum

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  2. Remove extra cast in the code

    @vtantia
    vtantia committed Nov 1, 2021
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  3. Address PR comments

    @vtantia
    vtantia committed Nov 1, 2021
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  4. Update documentation to include SlowMo. Add tutorial. Remove tutorial… 

    … of old format. Make minor fix in API documentation
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Commits on Nov 2, 2021

  1. Modify docs to add custom sections

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    vtantia committed Nov 2, 2021
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  2. Adress comments in PR in docs and tutorials

    @vtantia
    vtantia committed Nov 2, 2021
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  3. Convert class and methods to abstract to address PR review

    @vtantia
    vtantia committed Nov 2, 2021
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  4. Adress further comments in PR in docs and tutorials

    @vtantia
    vtantia committed Nov 2, 2021
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  5. Fix minor typo

    @vtantia
    vtantia committed Nov 2, 2021
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  6. Fix backticks linter error

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    vtantia committed Nov 2, 2021
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Commits on Nov 3, 2021

  1. Minor refactor - Rename an argument to remove Sphinx error

    @vtantia
    vtantia committed Nov 3, 2021
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  2. Minor renaming in docs

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    vtantia committed Nov 3, 2021
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  3. Merge branch 'main' into slowmo_ben

    @vtantia
    vtantia committed Nov 3, 2021
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  4. Minor addition to CHANGELOG.md

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  5. Merge branch 'main' into slowmo_ben

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Commits on Nov 4, 2021

  1. Add deep dive for SlowMo

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Commits on Nov 5, 2021

  1. Modify deep dive and tutorial to address recommendations in code review

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    vtantia committed Nov 5, 2021
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  2. Minor refactor - name change

    @vtantia
    vtantia committed Nov 5, 2021
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  3. Modify deep dive to make condition for using SlowMo clearer

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  4. MModification to CHANGELOG.md to address review comments

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  5. Add changes in documentation to address code review

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  6. Fix minor linter error

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    vtantia committed Nov 5, 2021
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  7. Fix missing parameter in docs

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    vtantia committed Nov 5, 2021
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  8. Fix link in docs

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    vtantia committed Nov 5, 2021
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  9. Fix missing parameter in docs

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    vtantia committed Nov 5, 2021
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Commits on Nov 8, 2021

  1. Modification to tutorials to address code review comments

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  2. Merge branch 'main' into slowmo_ben

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