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Pseudo labeling#138

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benjamin-cates wants to merge 71 commits intomainUCSD-E4E/acoustic-multiclass-training:mainfrom pseudoUCSD-E4E/acoustic-multiclass-training:pseudoCopy head branch name to clipboard

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Commits on Aug 4, 2023

• Nutella, yum

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Commits on Aug 5, 2023

• Add feature extraction, specific to efficientnet

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• Pseudo labelling initial commit

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Commits on Aug 6, 2023

• Fix logger printing twice??? idfk

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• Fix borked wandb logging

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• Move pseudolabel init from run_raw to main

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Commits on Aug 7, 2023

• Fix class_list bug

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• Only read audio files in pseudo directory

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• Fix get_test_map checkpoint

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• Merge remote-tracking branch 'origin/main' into nutella

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• Merge branch 'nutella' into pseudo

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• Pylint fixes 🥰

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• Change pseudolabeling to finetuning

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• Merge remote-tracking branch 'refs/remotes/origin/pseudo' into pseudo

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• Notela project

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• Add epsilon to mixup

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• Bug fixes

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• Merge remote-tracking branch 'refs/remotes/origin/pseudo' into pseudo

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• Add pseudo labeling parameters to config

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• Linter happy!

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• Add wandb logging to pseudo

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• Enforce consistent naming

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• Remove old comments

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Commits on Aug 8, 2023

• Fix pyright

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• Fix pseudo label progress bar

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• Move pseudolabel pipeline to own script

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• Pylint 🥰

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  b5853d9

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• Fix pseudolabel species saving

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• Partial refactor

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• Fix merge conflict

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  3fcfdce

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• Formatting tweaks and bug fixes

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  58364c6

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• Update pseudolabel to use new training process

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• Make log_metrics ~10000x prettier

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Commits on Aug 9, 2023

• Yay girliesgit add chunking_methods/csv_cleaner.py default_config.yml models/loss_fn.py models/timm_model.py pseudolabel.py test.py train.py utils.py ! Linting is happy nowgit add chunking_methods/…

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• BCEWL hotfix

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• Fix imbalanced loss function

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• Loss fn imbalance hotfix

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• Dataset now returns dataframe indices

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• Dataset hotfix

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• Merge remote-tracking branch 'refs/remotes/origin/pseudo' into pseudo

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• wandb project changed back to "acoustic-species-reu2023"

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• Fix class_list required warning

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Commits on Aug 10, 2023

• Add nutella training loop

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  2c02f45

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• Fix #144

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• Pylint 🥰

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• Fix test bug

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• Fix clips/s metric

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Commits on Aug 11, 2023

• Debias pseudo labeling (#145)

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Commits on Aug 14, 2023

• Fix debias clips/sec bug

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• Initial implementation

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• project_suffix option to wandb_init

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Commits on Aug 15, 2023

• Bug fixes

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• Add eca_nfnet_l0 features

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• Remove superfluous print statements

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• Add error message for missing pseudolabels

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Commits on Aug 16, 2023

• Linting fixes

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Commits on Aug 18, 2023

• Fix bug with label existence edge cases

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• Fix type issues

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• Resolve merge conflicts

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• Move pseudolabel loading into nutella

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• Switch to using scipy distance

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• Set multiprocessing method to spawn

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• Restore usage of all files for pseudolabeling

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• Add options to choose between flattening and pooling features

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• Add Notela parameters

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• Fix max method call

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• Various bug fixes

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Commits on Aug 21, 2023

• Pylint happy 🥰

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• Stop pyright being a silly little goose

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• Remove excess print statement

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• Merge pull request #148 from UCSD-E4E/nutella_for_real

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