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Commits on Mar 2, 2020

• Per-stage eca MV3 config, going to shelve these experiments for a while, not proving very productive

  rwightman

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Commits on Feb 26, 2020

• Bring in code that should fix 1d circular padding properly, tweaks to ECA impl, using CECA in MobileNetV3 experiment

  rwightman

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Commits on Feb 25, 2020

• Adding support to EfficientNet / MobileNetV3 to for different attention layers in .se position

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Commits on Feb 23, 2020

• Revamp LR noise, move logic to scheduler base. Fixup PlateauLRScheduler and add it as an option.

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Commits on Feb 21, 2020

• Experimenting with per-epoch learning rate noise w/ step scheduler

  rwightman

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Commits on Feb 18, 2020

• Forgot to add skresnet34 to sotabench

  rwightman

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• Simpler approach to loading entrypoints in hubconf works properly

  rwightman

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• Merge pull request #88 from rwightman/attention

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• Update README.md, check in hubconf experiment (fully dynamic)

  rwightman

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• Unify drop connect vs drop path under 'drop path' name, switch all EfficientNet/MobilenetV3 refs to 'drop_path'. Update factory to handle new drop args.

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• Update comments for Selective Kernel and DropBlock/Path impl, add skresnet34 weights

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Commits on Feb 16, 2020

• Tweak some comments, add SKNet models with weights to sotabench, remove an unused branch

  rwightman

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• Update results with latest NoisyStudent models and SelectiveKernel models

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• Batch validation batch size adjustment, tweak L2 crop pct

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Commits on Feb 15, 2020

• Merge branch 'master' into attention

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Commits on Feb 14, 2020

• Update SK network configs, add weights for skresnet8 and skresnext50

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Commits on Feb 12, 2020

• Add map_location='cpu' to ModelEma resume, should improve #72

  rwightman

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• Add L2-475 PyTorch preprocessing result, update sotabench for new weights

  rwightman

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• Add ported EfficientNet-L2, B0-B7 NoisyStudent weights from TF TPU

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Commits on Feb 11, 2020

• Add CBAM for experimentation

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• Remove debug print from ECA module

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Commits on Feb 10, 2020

• Re-enable mem-efficient/jit activations after torchscript tests

  rwightman

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• Layer refactoring continues, ResNet downsample rewrite for proper dilation in 3x3 and avg_pool cases

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Commits on Feb 9, 2020

• A bunch more layer reorg, splitting many layers into own files. Improve torchscript compatibility.

  rwightman

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• Big move, layer modules and fn to timm/models/layers

  rwightman

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• Merge branch 'select_kernel' into attention

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• Fix module name mistake, start layers sub-package

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• A little bit of ECA cleanup

  rwightman

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• Merge pull request #82 from VRandme/eca

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• Remove unused default_init for EfficientNets, experimenting with fanout calc for #84

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• Add EfficientNet-ES to sotabench

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• Implement Adaptive Kernel selection

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Commits on Feb 8, 2020

• SelectKernel split_input works best when input channels split like grouped conv, but output is full width. Disable zero_init for SK nets, seems a bad combo.

  rwightman

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Commits on Feb 7, 2020

• Merge remote-tracking branch 'upstream/master' into eca

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• Update EcaModule.py

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