Ross Wightman
f902bcd54c
Layer refactoring continues, ResNet downsample rewrite for proper dilation in 3x3 and avg_pool cases
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* select_conv2d -> create_conv2d
* added create_attn to create attention module from string/bool/module
* factor padding helpers into own file, use in both conv2d_same and avg_pool2d_same
* add some more test eca resnet variants
* minor tweaks, naming, comments, consistency
5 years ago
Ross Wightman
a99ec4e7d1
A bunch more layer reorg, splitting many layers into own files. Improve torchscript compatibility.
5 years ago
Ross Wightman
13746a33fc
Big move, layer modules and fn to timm/models/layers
5 years ago
Ross Wightman
f54612f648
Merge branch 'select_kernel' into attention
5 years ago
Ross Wightman
4defbbbaa8
Fix module name mistake, start layers sub-package
5 years ago
Ross Wightman
7011cd0902
A little bit of ECA cleanup
5 years ago
Ross Wightman
46471df7b2
Merge pull request #82 from VRandme/eca
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ECA-Net Efficient Channel Attention
5 years ago
Ross Wightman
d0eb59ef46
Remove unused default_init for EfficientNets, experimenting with fanout calc for #84
5 years ago
Ross Wightman
cade829105
Add EfficientNet-ES to sotabench
5 years ago
Chris Ha
e6a762346a
Implement Adaptive Kernel selection
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When channel size is given,
calculate adaptive kernel size according to original paper.
Otherwise use the given kernel size(k_size), which defaults to 3
5 years ago
Ross Wightman
13e8da2b46
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.
5 years ago
Chris Ha
6db087a1ff
Merge remote-tracking branch 'upstream/master' into eca
5 years ago
Chris Ha
904c618040
Update EcaModule.py
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Make pylint happy
(commas, unused imports, missed imports)
5 years ago
Chris Ha
db91ba053b
EcaModule(CamelCase)
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CamelCased EcaModule.
Renamed all instances of ecalayer to EcaModule.
eca_module.py->EcaModule.py
5 years ago
Ross Wightman
5eb0e363a6
Update README.md
5 years ago
Ross Wightman
5c4991a088
Add PyTorch trained EfficientNet-ES weights from Andrew Lavin
5 years ago
Chris Ha
d04ff95eda
Merge branch 'master' into eca
5 years ago
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