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Add SimCLR trainer #1252

Merged
merged 67 commits into from
May 11, 2023
Merged

Add SimCLR trainer #1252

merged 67 commits into from
May 11, 2023

Commits on Apr 15, 2023

  1. add simclr and tests

    @isaaccorley
    isaaccorley committed Apr 15, 2023
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  2. add lightly to reqs

    @isaaccorley
    isaaccorley committed Apr 15, 2023
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Commits on Apr 16, 2023

  1. Merge branch 'main' into trainers/simclr

    @adamjstewart
    adamjstewart committed Apr 16, 2023
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  2. pyupgrade

    @adamjstewart
    adamjstewart committed Apr 16, 2023
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  3. Copy things from prior implementation

    @adamjstewart
    adamjstewart committed Apr 16, 2023
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  4. Add SimCLR v2 projection head

    @adamjstewart
    adamjstewart committed Apr 16, 2023
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  5. Remove kwargs

    @adamjstewart
    adamjstewart committed Apr 16, 2023
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  6. Call __init__ explicitly

    @adamjstewart
    adamjstewart committed Apr 16, 2023
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  7. Fix mypy and docs

    @adamjstewart
    adamjstewart committed Apr 16, 2023
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  8. Can't test newer setuptools

    @adamjstewart
    adamjstewart committed Apr 16, 2023
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  9. Default to output dim of model

    @adamjstewart
    adamjstewart committed Apr 16, 2023
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  10. Add memory bank

    @adamjstewart
    adamjstewart committed Apr 16, 2023
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  11. Ignore erroneous warning

    @adamjstewart
    adamjstewart committed Apr 16, 2023
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  12. Fix configs, test SSL4EO

    @adamjstewart
    adamjstewart committed Apr 16, 2023
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  13. Fix a few layer bugs

    @adamjstewart
    adamjstewart committed Apr 16, 2023
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  14. mypy fixes

    @adamjstewart
    adamjstewart committed Apr 16, 2023
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  15. kernel_size must be an integer

    @adamjstewart
    adamjstewart committed Apr 16, 2023
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  16. Fix SeCo in_channels

    @adamjstewart
    adamjstewart committed Apr 16, 2023
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  17. Get more coverage

    @adamjstewart
    adamjstewart committed Apr 16, 2023
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  18. Bump min lightly

    @adamjstewart
    adamjstewart committed Apr 16, 2023
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  19. Default logging

    @adamjstewart
    adamjstewart committed Apr 16, 2023
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  20. Test weights

    @adamjstewart
    adamjstewart committed Apr 16, 2023
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  21. mypy fix

    @adamjstewart
    adamjstewart committed Apr 16, 2023
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Commits on Apr 17, 2023

  1. Grab max_epochs from the trainer

    @adamjstewart
    adamjstewart committed Apr 17, 2023
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  2. max_epochs param removed

    @adamjstewart
    adamjstewart committed Apr 17, 2023
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Commits on Apr 18, 2023

  1. Use num_features

    @adamjstewart
    adamjstewart committed Apr 18, 2023
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  2. Remove classification head

    @adamjstewart
    adamjstewart committed Apr 18, 2023
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  3. SimCLR uses LARS, with Adam as a backup

    @adamjstewart
    adamjstewart committed Apr 18, 2023
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  4. Add warnings

    @adamjstewart
    adamjstewart committed Apr 18, 2023
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  5. Grab num features directly from model

    @adamjstewart
    adamjstewart committed Apr 18, 2023
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  6. Check if identity

    @adamjstewart
    adamjstewart committed Apr 18, 2023
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Commits on Apr 19, 2023

  1. Match timm model design

    @adamjstewart
    adamjstewart committed Apr 19, 2023
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  2. Capture warnings

    @adamjstewart
    adamjstewart committed Apr 19, 2023
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  3. Fix tests

    @adamjstewart
    adamjstewart committed Apr 19, 2023
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  4. Increase coverage

    @adamjstewart
    adamjstewart committed Apr 19, 2023
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  5. Fix method name

    @adamjstewart
    adamjstewart committed Apr 19, 2023
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  6. More typos

    @adamjstewart
    adamjstewart committed Apr 19, 2023
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  7. Escape regex

    @adamjstewart
    adamjstewart committed Apr 19, 2023
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Commits on Apr 20, 2023

  1. Newer setuptools now supported

    @adamjstewart
    adamjstewart committed Apr 20, 2023
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  2. New batch norm for every layer

    @adamjstewart
    adamjstewart committed Apr 20, 2023
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  3. Merge branch 'main' into trainers/simclr

    @adamjstewart
    adamjstewart committed Apr 20, 2023
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Commits on Apr 21, 2023

  1. Merge branch 'main' into trainers/simclr

    @adamjstewart
    adamjstewart authored Apr 21, 2023
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Commits on Apr 22, 2023

  1. Merge branch 'main' into trainers/simclr

    @isaaccorley
    isaaccorley authored Apr 22, 2023
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Commits on Apr 23, 2023

  1. Rename forward arg

    @adamjstewart
    adamjstewart committed Apr 23, 2023
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  2. Clarify usage of weights parameter 

    Co-authored-by: Caleb Robinson <calebrob6@gmail.com>
    @adamjstewart @calebrob6
    adamjstewart and calebrob6 authored Apr 23, 2023
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  3. Fix flake8

    @adamjstewart
    adamjstewart committed Apr 23, 2023
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  4. Merge branch 'main' into trainers/simclr

    @adamjstewart
    adamjstewart committed Apr 23, 2023
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  5. Check it

    @calebrob6
    calebrob6 committed Apr 23, 2023
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Commits on Apr 24, 2023

  1. Use hydra

    @adamjstewart
    adamjstewart committed Apr 24, 2023
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  2. Track average L2 normed stdev over features

    @calebrob6
    calebrob6 committed Apr 24, 2023
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  3. Merge branch 'trainers/simclr' of github.com:isaaccorley/torchgeo int… 

    …o trainers/simclr
    @calebrob6
    calebrob6 committed Apr 24, 2023
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  4. SimCLR decays lr to 0

    @adamjstewart
    adamjstewart committed Apr 24, 2023
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  5. Add lr warmup

    @adamjstewart
    adamjstewart committed Apr 24, 2023
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  6. Merge branch 'main' into trainers/simclr

    @adamjstewart
    adamjstewart committed Apr 24, 2023
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Commits on Apr 25, 2023

  1. Fix version access

    @adamjstewart
    adamjstewart committed Apr 25, 2023
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  2. Fix LinearLR

    @adamjstewart
    adamjstewart committed Apr 25, 2023
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  3. isinstance supports tuples

    @adamjstewart
    adamjstewart committed Apr 25, 2023
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  4. Comment capitalization

    @adamjstewart
    adamjstewart committed Apr 25, 2023
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  5. Require lightly 1.4.3+

    @adamjstewart
    adamjstewart committed Apr 25, 2023
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  6. Require lightly 1.4.3+

    @adamjstewart
    adamjstewart committed Apr 25, 2023
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Commits on May 3, 2023

  1. Bump lightly version

    @adamjstewart
    adamjstewart committed May 3, 2023
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  2. Merge branch 'main' into trainers/simclr

    @adamjstewart
    adamjstewart committed May 3, 2023
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  3. Add RandomGrayscale

    @adamjstewart
    adamjstewart committed May 3, 2023
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  4. Flake8 fixes

    @adamjstewart
    adamjstewart committed May 3, 2023
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  5. Placate pydocstyle

    @adamjstewart
    adamjstewart committed May 3, 2023
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  6. Clarify docs

    @adamjstewart
    adamjstewart committed May 3, 2023
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  7. Pass correct weights

    @adamjstewart
    adamjstewart committed May 3, 2023
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