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pytorch-image-models/timm/models
Ross Wightman b401952caf
Add newly added vision transformer large/base 224x224 weights ported from JAX official repo
4 years ago
..
layers Support native silu activation (aka swish). An optimized ver is available in PyTorch 1.7. 4 years ago
pruned
__init__.py Initial Vision Transformer impl w/ patch and hybrid variants. Refactor tuple helpers. 4 years ago
cspnet.py
densenet.py
dla.py
dpn.py
efficientnet.py Add EfficientNet-EdgeTPU-M (efficientnet_em) model trained natively in PyTorch. More sotabench fiddling. 4 years ago
efficientnet_blocks.py 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 4 years ago
efficientnet_builder.py
factory.py Add global_pool (--gp) arg changes to allow passing 'fast' easily for train/validate to avoid channels_last issue with AdaptiveAvgPool 4 years ago
features.py
gluon_resnet.py
gluon_xception.py
helpers.py Fix regression for pretrained classifier loading when using entrypt functions directly 4 years ago
hrnet.py Fix regression for pretrained classifier loading when using entrypt functions directly 4 years ago
inception_resnet_v2.py
inception_v3.py
inception_v4.py
mobilenetv3.py Fix MobileNetV3 crash with global_pool='', output consistent with other models but not equivalent due to efficient head. 4 years ago
nasnet.py
pnasnet.py
registry.py
regnet.py Add DropPath (stochastic depth) to ReXNet and VoVNet. RegNet DropPath impl tweak and dedupe se args. 4 years ago
res2net.py
resnest.py
resnet.py Add ResNet weights. 80.5 (top-1) ResNet-50-D, 77.1 ResNet-34-D, 72.7 ResNet-18-D. 4 years ago
rexnet.py Initial Vision Transformer impl w/ patch and hybrid variants. Refactor tuple helpers. 4 years ago
selecsls.py
senet.py 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 4 years ago
sknet.py
tresnet.py Add 'fast' global pool option, remove redundant SEModule from tresnet, normal one is now 'fast' 4 years ago
vision_transformer.py Add newly added vision transformer large/base 224x224 weights ported from JAX official repo 4 years ago
vovnet.py Add DropPath (stochastic depth) to ReXNet and VoVNet. RegNet DropPath impl tweak and dedupe se args. 4 years ago
xception.py
xception_aligned.py Initial Vision Transformer impl w/ patch and hybrid variants. Refactor tuple helpers. 4 years ago