Chris Ha
d63ae121d5
Clean up eca_module code
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functionally similar
adjusted rwightman's version of reshaping and viewing.
Use F.pad for circular eca version for cleaner code
5 years ago
Chris Ha
b0d45fd09c
Merge remote-tracking branch 'upstream/master'
5 years ago
Ross Wightman
d66819d1f3
Indentation mistake. Fixes #81
5 years ago
Ross Wightman
65cda1c63f
Merge pull request #83 from andravin/validation-batch-size-multiplier
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Added commandline argument validation-batch-size-multiplier.
5 years ago
Chris Ha
f87fcd7e88
Implement Eca modules
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implement ECA module by
1. adopting original eca_module.py into models folder
2. adding use_eca layer besides every instance of SE layer
5 years ago
Chris Ha
697e05cb3e
Merge remote-tracking branch 'upstream/master'
5 years ago
Andrew Lavin
b72013def8
Added commandline argument validation-batch-size-multiplier with default set to 1.
5 years ago
Ross Wightman
4808b3c32f
Bump version for PyPi update, fix few out of date README items/mistakes, add README updates for TF EfficientNet-B8 (RandAugment)
5 years ago
Ross Wightman
5c85389e26
Update README.md
5 years ago
Ross Wightman
820b73d280
Update README.md
5 years ago
Ross Wightman
82c0a2ff12
Update README.md
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Fix relative paths (I think)
5 years ago
Ross Wightman
1ffd2d0694
Add results/README.md
5 years ago
Chris Ha
89a32454e1
Merge remote-tracking branch 'upstream/master'
5 years ago
Ross Wightman
7d07ebb660
Adding some configs to sknet, incl ResNet50 variants from 'Compounding ... Assembled Techniques' paper and original SKNet50
5 years ago
Ross Wightman
a9d2424fd1
Add separate zero_init_last_bn function to support more block variety without a mess
5 years ago
Ross Wightman
355aa152d5
Just leave it float for now, will look at fp16 later. Remove unused reference code.
5 years ago
Ross Wightman
ef457555d3
BlockDrop working on GPU
5 years ago
Ross Wightman
3ff19079f9
Missed nn_ops.py from last commit
5 years ago
Ross Wightman
9f11b4e8a2
Add ConvBnAct layer to parallel integrated SelectKernelConv, add support for DropPath and DropBlock to ResNet base and SK blocks
5 years ago
Ross Wightman
cefc9b7761
Move SelectKernelConv to conv2d_layers and more
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* always apply attention in SelectKernelConv, leave MixedConv for no attention alternative
* make MixedConv torchscript compatible
* refactor first/previous dilation name to make more sense in ResNet* networks
5 years ago
Ross Wightman
9abe610931
Used wrong channel var for split
5 years ago
Ross Wightman
58e28dc7e7
Move Selective Kernel blocks/convs to their own sknet.py file
5 years ago
Ross Wightman
a93bae6dc5
A SelectiveKernelBasicBlock for more experiments
5 years ago
Ross Wightman
ad087b4b17
Missed bias=False in selection conv
5 years ago
Ross Wightman
c8b3d6b81a
Initial impl of Selective Kernel Networks. Very much a WIP.
5 years ago
Ross Wightman
fd98fb33c5
Update sotabench with tf_efficientnet_b8 model
5 years ago
Ross Wightman
7c88356682
Add update results on ImageNet validation, ImageNetV2, ImageNet-A, and ImageNet-Sketch for all models
5 years ago
Ross Wightman
1daa303744
Add support to Dataset for class id mapping file, clean up a bit of old logic. Add results file arg for validation and update script.
5 years ago
Ross Wightman
91534522f9
Add newly added TF ported EfficientNet-B8 weights (RandAugment)
5 years ago
Ross Wightman
82dd60b33c
Rename results files for more clarity
5 years ago
Ross Wightman
5b7cc16ac9
Add warning about using sync-bn with zero initialized BN layers. Fixes #54
5 years ago
Ross Wightman
b18c19901e
Update README.md
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Typo
5 years ago
Ross Wightman
12dbc74742
New ResNet50 JSD + RandAugment weights
5 years ago
Chris Ha
0697ab183b
Update .gitignore
5 years ago
Ross Wightman
e39aae56b4
Update README.md
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Fix typo
5 years ago
Ross Wightman
7a17ee9c3b
Update README.md
5 years ago
Ross Wightman
e42503e1d0
Update sotabench
5 years ago
Ross Wightman
2f41905ba5
Update ResNet50 weights to AuxMix trained 78.994 top-1. A few commentes re 'tiered_narrow' tn variant.
5 years ago
Ross Wightman
cc0b1f4130
Add support to clean_checkpoint.py to remove aux_bn weights/biases from SplitBatchNorm
5 years ago
Ross Wightman
2a88412413
Update README.md
5 years ago
Ross Wightman
d9a6a9d0af
Merge pull request #74 from rwightman/augmix-jsd
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AugMix, JSD loss, SplitBatchNorm (Auxiliary BN), and more
5 years ago
Ross Wightman
3eb4a96eda
Update AugMix, JSD, etc comments and references
5 years ago
Ross Wightman
a28117ea46
Add tiered narrow ResNet (tn) and weights for seresnext26tn_32x4d
5 years ago
Ross Wightman
cfa951bceb
Update README.md
5 years ago
Ross Wightman
833066b540
A few minor things in SplitBN
5 years ago
Ross Wightman
7547119891
Add SplitBatchNorm. AugMix, Rand/AutoAugment, Split (Aux) BatchNorm, Jensen-Shannon Divergence, RandomErasing all working together
5 years ago
Ross Wightman
2e955cfd0c
Update RandomErasing with some improved arg names, tweak to aspect range
5 years ago
Ross Wightman
3cc0f91e23
Fix augmix variable name scope overlap, default non-blended mode
5 years ago
Ross Wightman
7622015258
Update README.md
5 years ago
Ross Wightman
ec0dd4053a
Add updated RandAugment trained EfficientNet-B0 trained weights from @michaelklachko
5 years ago