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Commits on Jan 31, 2021

• Fix NF-ResNet101 model defs

  rwightman

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• Update README.md for NF-nets, bump version to 0.4.1 for merge

  rwightman

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• Fix pool size defs for NFNet models, add a comment.

  rwightman

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• Fix up a few details in NFResNet models, managed stable training. Add support for gamma gain to be applied in activation or ScaleStdConv. Some tweaks to ScaledStdConv.

  rwightman

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Commits on Jan 28, 2021

• Initial Normalizer-Free Reg/ResNet impl. A bit of related layer refactoring.

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Commits on Jan 25, 2021

• Merge pull request #323 from rwightman/imagenet21k_datasets_more

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  rwightman

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• Mention 21k ViT weights in README.md

  rwightman

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• Merge branch 'master' into imagenet21k_datasets_more

  rwightman

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• Fix potential issue with change to num_classes arg in train/validate.py defaulting to None (rely on model def / default_cfg)

  rwightman

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• Update README.md and bump version to 0.4.0

  rwightman

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• Add DeiT distilled weights and distilled model def. Remove some redudant ViT model args.

  rwightman

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• Add some ViT comments and fix a few minor issues.

  rwightman

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Commits on Jan 23, 2021

• Convert samples/targets in ParserImageInTar to numpy arrays, slightly less mem usage for massive datasets. Add a few more se/eca model defs to resnet.py

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Commits on Jan 22, 2021

• Add enhanced ParserImageInTar that can read images from tars within tars, folders with multiple tars, etc. Additional comment cleanup.

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Commits on Jan 19, 2021

• Refactor vision_transformer entrpy fns, add pos embedding resize support for fine tuning, add some deit models for testing

  rwightman

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Commits on Jan 17, 2021

• Fix silly train.py typo during dataset work

  rwightman

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• Finishing adding stochastic depth support to BiT ResNetV2 models

  rwightman

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Commits on Jan 16, 2021

• Update tests

  rwightman

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• Add BiT references and knowledge distill links to readme/docs

  rwightman

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• More dataset work including factories and a tensorflow datasets (TFDS) wrapper

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Commits on Jan 6, 2021

• Version 0.3.4. Tweak setup.cfg and update setup.py metadata

  rwightman

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Commits on Jan 5, 2021

• Fix some broken tests for ResNetV2 BiT models

  rwightman

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Commits on Jan 4, 2021

• Remove debug print from train.py

  rwightman

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• Merge branch 'master' into imagenet21k_datasets_more

  rwightman

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• Merge pull request #335 from kecsap/new_option

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• Merge pull request #334 from kecsap/links

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Commits on Jan 3, 2021

• Add citation info

  rwightman

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• Add --input-size option to scripts to specify full input dimensions from command-line

  kecsap

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• Follow links during dataset scanning

  kecsap

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• Update README.md

  rwightman

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• Update version to 0.3.3

  rwightman

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• Update results csv files with latest models, incl 101D, 152D, 200D, SE152D ResNets and yet to be merged BiT and ViT-R50 models.

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• Add 320x320 model default cfgs for 101D and 152D ResNets. Add SEResNet-152D weights and 320x320 cfg.

  rwightman

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• Remove some old __future__ imports

  rwightman

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• Add setup.cfg for conda / fastai integration

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