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Commits on Oct 2, 2020

• 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.

  rwightman

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• Merge pull request #244 from hollance/master

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  rwightman

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• don't forget this file

  hollance

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• test_time_pool would be set to a non-False value even if test-time pooling is not available

  hollance

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Commits on Sep 25, 2020

• Missed moving some seresnet -> legacy in sotabench. Check sotabench cache.

  rwightman

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• Add DropPath (stochastic depth) to ReXNet and VoVNet. RegNet DropPath impl tweak and dedupe se args.

  rwightman

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Commits on Sep 24, 2020

• More models in sotabench, more control over sotabench run, dataset filename extraction consistency

  rwightman

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• Add EfficientNet-EdgeTPU-M (efficientnet_em) model trained natively in PyTorch. More sotabench fiddling.

  rwightman

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Commits on Sep 19, 2020

• Another sotabench.py debug iter

  rwightman

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• Sotabench debugging

  rwightman

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Commits on Sep 18, 2020

• Add ResNet weights. 80.5 (top-1) ResNet-50-D, 77.1 ResNet-34-D, 72.7 ResNet-18-D.

  rwightman

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Commits on Sep 11, 2020

• Merge pull request #237 from rwightman/utils_cleanup

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Commits on Sep 8, 2020

• More flexible mixup mode, add 'half' mode.

  rwightman

  committed
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Commits on Sep 7, 2020

• Reorg of utils into separate modules

  rwightman

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Commits on Sep 3, 2020

• Update README.md

  rwightman

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• Update README.md

  rwightman

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• Updated README, add wide_resnet50_2 and seresnext50_32x4d weights

  rwightman

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• Merge pull request #233 from rwightman/torchamp

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Commits on Sep 2, 2020

• Add global_pool (--gp) arg changes to allow passing 'fast' easily for train/validate to avoid channels_last issue with AdaptiveAvgPool

  rwightman

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• Cleanup Apex vs native AMP scaler state save/load. Cleanup CheckpointSaver a bit.

  rwightman

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• Add 'fast' global pool option, remove redundant SEModule from tresnet, normal one is now 'fast'

  rwightman

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• hrnet features_only pretrained weight loading issue. Fix #232.

  rwightman

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Commits on Sep 1, 2020

• AdaptiveAvgPool2d -> mean((2,3)) for all SE/attn layers to avoid NaN with AMP + channels_last layout. See https://github.com/pytorch/pytorch/issues/43992

  rwightman

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• Improve torch amp support and add channels_last support for train/validate scripts

  rwightman

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Commits on Aug 31, 2020

• Merge branch 'master' of https://github.com/tgisaturday/pytorch-image-models into torchamp

  rwightman

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Commits on Aug 26, 2020

• Update README.md

  rwightman

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Commits on Aug 22, 2020

• fix save_checkpoint bug with native amp

  tgisaturday

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• add support for native torch AMP in torch 1.6

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Commits on Aug 18, 2020

• Fix MobileNetV3 crash with global_pool='', output consistent with other models but not equivalent due to efficient head.

  rwightman

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Commits on Aug 14, 2020

• Fix a silly bug in Sample version of EvoNorm missing x* part of swish, update EvoNormBatch to accumulated unbiased variance.

  rwightman

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Commits on Aug 13, 2020

• Update README.md

  rwightman

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• Bump version to 0.2.1 and update README

  rwightman

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• Merge pull request #218 from rwightman/cutmix

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• Final cleanup of mixup/cutmix. Element/batch modes working with both collate (prefetcher active) and without prefetcher.

  rwightman

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Commits on Aug 12, 2020

• Add CSPResNet50 weights, 79.6 top-1 at 256x256

  rwightman

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