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Integrate the audio modality in CoCa #94

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Integrate the audio modality in CoCa #94

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Commits on May 7, 2024

  1. feat: add basic webdataset

    @spravil
    spravil committed May 7, 2024
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  2. fix: dim of cls token

    @spravil
    spravil committed May 7, 2024
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  3. feat: simple console logging

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  4. fix: add attention mask to cross entropy loss

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  5. feat: allow multiple loss functions

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  6. fix: register nce loss

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  7. feat: add dataloader for webdataset

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  8. chore: add config

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  9. feat: add nicer logging to wandb

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  10. fix: hardcoded batches in web loader

    @spravil
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  11. chore: update coca config

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    spravil committed May 7, 2024
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  12. fix: rebase

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Commits on May 9, 2024

  1. fix: print only on main rank in component factory

    @spravil
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  2. fix: total loss average logging

    @spravil
    spravil committed May 9, 2024
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  3. fix: cuda env and run script

    @spravil
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  4. chore: update coca config

    @spravil
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  5. fix: print parameters and done only on main rank

    @spravil
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  6. chore: update coca wds config

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  7. fix: tokenizer config of coca

    @spravil
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  8. fix: add multinode splitter to webdataset

    @spravil
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  9. fix: webdataset slow loading

    @spravil
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  10. fix: add batching

    @spravil
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  11. fix: add more options to webloader

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  12. fix: webloader

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  13. fix: dataset factory

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  14. fix: webdataset

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Commits on May 10, 2024

  1. fix: loss accumulation

    @spravil
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  2. fix: loss average for eval

    @spravil
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  3. refactor: remove unused code from coca collator

    @spravil
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  4. fix: coca collator

    @spravil
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  5. fix: loss normalization

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  6. feat: add clip loss

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  7. fix: use clip loss in coca

    @spravil
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  8. chore: update coca webdataset config

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  9. chore: update coca webdataset config

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Commits on May 13, 2024

  1. fix: gradient accumulation

    @spravil
    spravil committed May 13, 2024
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  2. fix: normalize cls token of coca

    @spravil
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  3. feat: add weight option to loss config

    @spravil
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  4. fix: log weighted loss

    @spravil
    spravil committed May 13, 2024
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  5. feat: add cosine scheduler with warmup

    @spravil
    spravil committed May 13, 2024
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  6. fix: loss logging

    @spravil
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  7. feat: add local clip loss

    @spravil
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  8. fix: clip loss

    @spravil
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  9. fix: add barrier to eval

    @spravil
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  10. feat: print global batch size

    @spravil
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  11. fix: force integer for rank env variable

    @spravil
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  12. fix: validation set loading

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  13. fix: webdataset splitter

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  14. feat: add drop_last to webloader

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  15. fix: val dataset with webdataset

    @spravil
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  16. refactor: evaluator

    @spravil
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  17. fix: nodesplitter in webdataset

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  18. feat: add wandb grouping

    @spravil
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  19. chore: update coca config

    @spravil
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  20. fix: coca config

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Commits on Jun 10, 2024

  1. feat: add universal multimodal dataset

    @spravil
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  2. feat: add flatten_dict function

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  3. fix: webdataset

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Commits on Jun 11, 2024

  1. feat: add conformer audio encoder

    @manasMauryax
    manasMauryax authored and mmaurya committed Jun 11, 2024
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  2. feat: make CoCa audio compatible

    @manasMauryax
    manasMauryax authored and mmaurya committed Jun 11, 2024
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  3. test: change config and dummy dataset for E2E CoCa test

    @manasMauryax
    manasMauryax authored and mmaurya committed Jun 11, 2024
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  4. feat: add new Dataset class for Audio/Vision

    mmaurya committed Jun 11, 2024
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  5. fix: incorrect variable usage and audio input shape

    mmaurya committed Jun 11, 2024
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  6. fix: to avoid torch.tensor(tensor)

    mmaurya committed Jun 11, 2024
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  7. fix: add argument to ignore padding indices

    mmaurya committed Jun 11, 2024
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  8. test: uptate tests to comply with changes

    mmaurya committed Jun 11, 2024
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  9. feat: add entrypoint for audio coca tokenizer

    mmaurya committed Jun 11, 2024
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  10. chore: add configs 

    These can help run audio-only, vision-only or audio-vision experiments!
    mmaurya committed Jun 11, 2024
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  11. chore: update pyproject.toml

    mmaurya committed Jun 11, 2024
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  12. feat: allow masking of "pad" keys

    mmaurya committed Jun 11, 2024
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  13. feat: implement Conformer from scratch

    mmaurya committed Jun 11, 2024
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  14. test: fix to comply to changes

    mmaurya committed Jun 11, 2024
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  15. test: remove deprecated test

    mmaurya committed Jun 11, 2024
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  16. feat: improve arrow dataset

    mmaurya committed Jun 11, 2024
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  17. feat: add audio-only and vision-only arrow dataset

    mmaurya committed Jun 11, 2024
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  18. chore: fix configs to comply to changes

    mmaurya committed Jun 11, 2024
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  19. chore: add script which generates tokenizer 

    On the basis of a training.txt file and number
of assimilation operations, a bpecodes file is
generated which is used to create bpe_to_ind
and ind_to_bpe dictionary pickles required
for tokenization and detokenization.
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  20. fix: accelerate import

    @thomaschhh
    thomaschhh authored and mmaurya committed Jun 11, 2024
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  21. refactor: introduce global constants

    @thomaschhh
    thomaschhh authored and mmaurya committed Jun 11, 2024
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  22. fix: constant renaming

    @thomaschhh
    thomaschhh authored and mmaurya committed Jun 11, 2024
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  23. fix: web dataset integration

    @spravil
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  24. chore: add todo statement

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  25. chore: merge remote-tracking branch 'origin/main' into exp/vision_lan… 

    …guage_coca
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  26. chore: update start script

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  27. chore: merge remote-tracking branch 'origin/main' into exp/vision_lan… 

    …guage_coca
    @spravil
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  28. fix: coca webdataset config

    @spravil
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  29. feat: extend vision transformer model to video data

    @SogolHaghighat @spravil
    SogolHaghighat authored and spravil committed Jun 11, 2024
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  30. test: extend vision transformer test to video data

    @SogolHaghighat @spravil
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  31. test: add and update config for testing vision transformer with image… 

    … and video
    @SogolHaghighat @spravil
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  32. feat: add video transforms

    @spravil
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  33. chore: add video config

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  34. fix: video coca

    @spravil
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  35. chore: add audio config

    @thomaschhh
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  36. feat: add audio transform

    @thomaschhh
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  37. chore: remove get_web_dataset

    @thomaschhh
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  38. fix: collator

    @thomaschhh
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  39. feat: add multimodal transforms

    @thomaschhh
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  40. chore: adjust forward call

    @thomaschhh
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  41. fix: get feat_lens for webdataset

    @thomaschhh
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Commits on Jun 12, 2024

  1. feat: add conformer audio encoder

    @manasMauryax
    manasMauryax authored and mmaurya committed Jun 12, 2024
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  2. feat: make CoCa audio compatible

    @manasMauryax
    manasMauryax authored and mmaurya committed Jun 12, 2024
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  3. test: change config and dummy dataset for E2E CoCa test

    @manasMauryax
    manasMauryax authored and mmaurya committed Jun 12, 2024
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  4. feat: add new Dataset class for Audio/Vision

    mmaurya committed Jun 12, 2024
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  5. fix: incorrect variable usage and audio input shape

    mmaurya committed Jun 12, 2024
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  6. fix: to avoid torch.tensor(tensor)

    mmaurya committed Jun 12, 2024
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  7. fix: add argument to ignore padding indices

    mmaurya committed Jun 12, 2024
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  8. test: uptate tests to comply with changes

    mmaurya committed Jun 12, 2024
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  9. feat: add entrypoint for audio coca tokenizer

    mmaurya committed Jun 12, 2024
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  10. chore: add configs 

    These can help run audio-only, vision-only or audio-vision experiments!
    mmaurya committed Jun 12, 2024
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  11. chore: update pyproject.toml

    mmaurya committed Jun 12, 2024
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  12. feat: allow masking of "pad" keys

    mmaurya committed Jun 12, 2024
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  13. feat: implement Conformer from scratch

    mmaurya committed Jun 12, 2024
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  14. test: fix to comply to changes

    mmaurya committed Jun 12, 2024
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  15. test: remove deprecated test

    mmaurya committed Jun 12, 2024
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  16. feat: improve arrow dataset

    mmaurya committed Jun 12, 2024
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  17. feat: add audio-only and vision-only arrow dataset

    mmaurya committed Jun 12, 2024
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  18. chore: fix configs to comply to changes

    mmaurya committed Jun 12, 2024
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  19. chore: add script which generates tokenizer 

    On the basis of a training.txt file and number
of assimilation operations, a bpecodes file is
generated which is used to create bpe_to_ind
and ind_to_bpe dictionary pickles required
for tokenization and detokenization.
    mmaurya committed Jun 12, 2024
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  20. fix: accelerate import

    @thomaschhh
    thomaschhh authored and mmaurya committed Jun 12, 2024
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  21. refactor: introduce global constants

    @thomaschhh
    thomaschhh authored and mmaurya committed Jun 12, 2024
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  22. fix: constant renaming

    @thomaschhh
    thomaschhh authored and mmaurya committed Jun 12, 2024
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  23. fix: disable mamba imports

    mmaurya committed Jun 12, 2024
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  24. chore: update audio coca arrow dataset config

    mmaurya committed Jun 12, 2024
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Commits on Jun 13, 2024

  1. chore: Merge branch 'feat/audio_coca' of https://github.com/Modalitie… 

    …s/modalities into feat/audio_coca
    @thomaschhh
    thomaschhh committed Jun 13, 2024
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  2. feat: add audio transform

    @thomaschhh
    thomaschhh committed Jun 13, 2024
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  3. fix: cross entropy loss ignore index

    @thomaschhh
    thomaschhh committed Jun 13, 2024
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  4. fix: prepare_sample

    @thomaschhh
    thomaschhh committed Jun 13, 2024
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  5. chore: apply changes from origin/feat/audio_coca

    @thomaschhh
    thomaschhh committed Jun 13, 2024
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  6. chore: fix configs to comply with changes

    @thomaschhh
    thomaschhh committed Jun 13, 2024
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