Fredo Guan
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81ca323751
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Davit update formatting and fix grad checkpointing (#7)
fixed head to gap->norm->fc as per convnext, along with option for norm->gap->fc
failed tests due to clip convnext models, davit tests passed
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2 years ago |
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Ross Wightman
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b1b024dfed
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Scheduler update, add v2 factory method, support scheduling on updates instead of just epochs. Add LR to summary csv. Add lr_base scaling calculations to train script. Fix #1168
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2 years ago |
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Ross Wightman
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87939e6fab
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Refactor device handling in scripts, distributed init to be less 'cuda' centric. More device args passed through where needed.
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2 years ago |
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Ross Wightman
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0dbd9352ce
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Add bulk_runner script and updates to benchmark.py and validate.py for better error handling in bulk runs (used for benchmark and validation result runs). Improved batch size decay stepping on retry...
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2 years ago |
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Ross Wightman
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324a4e58b6
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disable nvfuser for jit te/legacy modes (for PT 1.12+)
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2 years ago |
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Ross Wightman
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2f2b22d8c7
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Disable nvfuser fma / opt level overrides per #1244
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3 years ago |
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jjsjann123
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f88c606fcf
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fixing channels_last on cond_conv2d; update nvfuser debug env variable
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3 years ago |
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Ross Wightman
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f0f9eccda8
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Add --fuser arg to train/validate/benchmark scripts to select jit fuser type
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3 years ago |
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Ross Wightman
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57992509f9
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Fix some formatting in utils/model.py
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3 years ago |
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Ross Wightman
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e5da481073
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Small post-merge tweak for freeze/unfreeze, add to __init__ for utils
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3 years ago |
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Alexander Soare
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431e60c83f
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Add acknowledgements for freeze_batch_norm inspiration
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3 years ago |
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Alexander Soare
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65c3d78b96
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Freeze unfreeze functionality finalized. Tests added
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3 years ago |
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Alexander Soare
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0cb8ea432c
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wip
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3 years ago |
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Ross Wightman
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d667351eac
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Tweak accuracy topk safety. Fix #807
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3 years ago |
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Yohann Lereclus
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35c9740826
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Fix accuracy when topk > num_classes
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3 years ago |
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Ross Wightman
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e685618f45
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Merge pull request #550 from amaarora/wandb
Wandb Support
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4 years ago |
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Ross Wightman
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7c97e66f7c
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Remove commented code, add more consistent seed fn
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4 years ago |
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Aman Arora
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5772c55c57
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Make wandb optional
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4 years ago |
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Aman Arora
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f54897cc0b
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make wandb not required but rather optional as huggingface_hub
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4 years ago |
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Aman Arora
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3f028ebc0f
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import wandb in summary.py
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4 years ago |
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Aman Arora
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624c9b6949
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log to wandb only if using using wandb
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4 years ago |
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Aman Arora
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6b18061773
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Add GIST to docstring for quick access
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4 years ago |
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Aman Arora
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92b1db9a79
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update docstrings and add check on and
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4 years ago |
|
Aman Arora
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b85be24054
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update to work with fnmatch
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4 years ago |
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Aman Arora
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20626e8387
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Add to extract stats for SPP
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4 years ago |
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Ross Wightman
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4f49b94311
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Initial AGC impl. Still testing.
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4 years ago |
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Ross Wightman
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4203efa36d
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Fix #387 so that checkpoint saver works with max history of 1. Add checkpoint-hist arg to train.py.
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4 years ago |
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Ross Wightman
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4ca52d73d8
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Add separate set and update method to ModelEmaV2
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4 years ago |
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Ross Wightman
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27bbc70d71
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Add back old ModelEma and rename new one to ModelEmaV2 to avoid compat breaks in dependant code. Shuffle train script, add a few comments, remove DataParallel support, support experimental torchscript training.
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4 years ago |
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Ross Wightman
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9214ca0716
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Simplifying EMA...
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4 years ago |
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Ross Wightman
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4a3df7842a
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Fix topn metric view regression on PyTorch 1.7
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4 years ago |
|
Ross Wightman
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80078c47bb
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Add Adafactor and Adahessian optimizers, cleanup optimizer arg passing, add gradient clipping support.
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4 years ago |
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Ross Wightman
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fcb6258877
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Add missing leaky_relu layer factory defn, update Apex/Native loss scaler interfaces to support unscaled grad clipping. Bump ver to 0.2.2 for pending release.
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4 years ago |
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Ross Wightman
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532e3b417d
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Reorg of utils into separate modules
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4 years ago |
