9f11b4e8a2
Add ConvBnAct layer to parallel integrated SelectKernelConv, add support for DropPath and DropBlock to ResNet base and SK blocks
4 years ago
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
4 years ago
9abe610931
Used wrong channel var for split
4 years ago
58e28dc7e7
Move Selective Kernel blocks/convs to their own sknet.py file
4 years ago
a93bae6dc5
A SelectiveKernelBasicBlock for more experiments
4 years ago
ad087b4b17
Missed bias=False in selection conv
4 years ago
c8b3d6b81a
Initial impl of Selective Kernel Networks. Very much a WIP.
4 years ago
fd98fb33c5
Update sotabench with tf_efficientnet_b8 model
4 years ago
7c88356682
Add update results on ImageNet validation, ImageNetV2, ImageNet-A, and ImageNet-Sketch for all models
4 years ago
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.
4 years ago
91534522f9
Add newly added TF ported EfficientNet-B8 weights (RandAugment)
4 years ago
82dd60b33c
Rename results files for more clarity
4 years ago
5b7cc16ac9
Add warning about using sync-bn with zero initialized BN layers. Fixes #54
4 years ago
b18c19901e
Update README.md
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Typo
4 years ago
12dbc74742
New ResNet50 JSD + RandAugment weights
4 years ago
0697ab183b
Update .gitignore
4 years ago
e39aae56b4
Update README.md
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Fix typo
5 years ago
7a17ee9c3b
Update README.md
5 years ago
e42503e1d0
Update sotabench
5 years ago
2f41905ba5
Update ResNet50 weights to AuxMix trained 78.994 top-1. A few commentes re 'tiered_narrow' tn variant.
5 years ago
cc0b1f4130
Add support to clean_checkpoint.py to remove aux_bn weights/biases from SplitBatchNorm
5 years ago
2a88412413
Update README.md
5 years ago
d9a6a9d0af
Merge pull request #74 from rwightman/augmix-jsd
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AugMix, JSD loss, SplitBatchNorm (Auxiliary BN), and more
5 years ago
3eb4a96eda
Update AugMix, JSD, etc comments and references
5 years ago
a28117ea46
Add tiered narrow ResNet (tn) and weights for seresnext26tn_32x4d
5 years ago
cfa951bceb
Update README.md
5 years ago
833066b540
A few minor things in SplitBN
5 years ago
7547119891
Add SplitBatchNorm. AugMix, Rand/AutoAugment, Split (Aux) BatchNorm, Jensen-Shannon Divergence, RandomErasing all working together
5 years ago
2e955cfd0c
Update RandomErasing with some improved arg names, tweak to aspect range
5 years ago
3cc0f91e23
Fix augmix variable name scope overlap, default non-blended mode
5 years ago
7622015258
Update README.md
5 years ago
ec0dd4053a
Add updated RandAugment trained EfficientNet-B0 trained weights from @michaelklachko
5 years ago
8662454bd7
Plural for averaging script.
5 years ago
40fea63ebe
Add checkpoint averaging script. Add headers, shebangs, exec perms to all scripts
5 years ago
4666cc9aed
Add --pin-mem arg to enable dataloader pin_memory (showing more benefit in some scenarios now), also add --torchscript arg to validate.py for testing models with jit.script
5 years ago
53001dd292
ResNet / Res2Net additions:
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* ResNet torchscript compat
* output_stride arg supported to limit network stride via dilations (support for dilation added to Res2Net)
* allow activation layer to be changed via act_layer arg
5 years ago
f96b3e5e92
InceptionResNetV2 torchscript compatible
5 years ago
19d93fe454
Add selecsls60 weights
5 years ago
a7fe891a13
Update README.md
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Update readme with SelecSLS details.
5 years ago
e728d70831
Merge pull request #66 from rwightman/selecsls_updates
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SelecSLS updates
5 years ago
84ca3d1f4d
Add SelecSLS to sotabench list
5 years ago
0062c15fb0
Update checkpoint url with modelzoo compatible ones.
5 years ago
b5315e66b5
Streamline SelecSLS model without breaking checkpoint compat. Move cfg handling out of model class. Update feature/pooling behaviour to match current.
5 years ago
d59a756c16
Run PyCharm autoformat on selecsls and change mix cap variables and model names to all lower
5 years ago
fb3a0f4bb8
Merge pull request #65 from mehtadushy/selecsls
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Incorporate SelecSLS Models
5 years ago
0554b7942c
Update README.md
5 years ago
a4497afa21
Update sotabench.py
5 years ago
53f578e16f
Update README with B3 training details
5 years ago
19fc205a4d
Update comments on the new SE-ResNeXt26 models
5 years ago
8894a6bc08
Update sotabench.py with latest seresnext26 and efficientnet_b3 models
5 years ago
Ross Wightman
Ross Wightman
Chris Ha