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pytorch-image-models/timm/models/layers
History
Ross Wightman c4f482a08b
EfficientNetV2 official impl w/ weights ported from TF. Cleanup/refactor of related EfficientNet classes and models. 		4 years ago
..
__init__.py Move Mlp and PatchEmbed modules into layers. Being used in lots of models now... 4 years ago
activations.py Fix inplace arg compat for GELU and PreLU via activation factory 4 years ago
activations_jit.py Fix some attributions, add copyrights to some file docstrings 4 years ago
activations_me.py Merge pull request #282 from tigert1998/patch-1 4 years ago
adaptive_avgmax_pool.py Add 'fast' global pool option, remove redundant SEModule from tresnet, normal one is now 'fast' 4 years ago
blur_pool.py Remove filter hack from BlurPool w/ non-persistent buffer. Use BlurPool2d instead of AntiAliasing.. for TResNet. Breaks PyTorch < 1.6. 4 years ago
bottleneck_attn.py Improved (hopefully) init for SA/SA-like layers used in ByoaNets 4 years ago
cbam.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
classifier.py ResNetV2 pre-act and non-preact model, w/ BiT pretrained weights and support for ViT R50 model. Tweaks for in21k num_classes passing. More to do... tests failing. 4 years ago
cond_conv2d.py Initial Vision Transformer impl w/ patch and hybrid variants. Refactor tuple helpers. 4 years ago
config.py Add set_layer_config contextmgr to adjust all layer configs at once, use in create_module with new args. Remove a few old warning causing constant annotations for jit. 5 years ago
conv2d_same.py Fix some attributions, add copyrights to some file docstrings 4 years ago
conv_bn_act.py Fix regression in models with 1001 class pretrained weights. Improve batchnorm arg and BatchNormAct layer handling in several models. 4 years ago
create_act.py Fix inplace arg compat for GELU and PreLU via activation factory 4 years ago
create_attn.py Fix regression in models with 1001 class pretrained weights. Improve batchnorm arg and BatchNormAct layer handling in several models. 4 years ago
create_conv2d.py Use in_channels for depthwise groups, allows using `out_channels=N * in_channels` (does not impact existing models). Fix #354. 4 years ago
create_norm_act.py Fix regression in models with 1001 class pretrained weights. Improve batchnorm arg and BatchNormAct layer handling in several models. 4 years ago
create_self_attn.py Fixup byoanet configs to pass unit tests. Add swin_attn and swinnet26t model for testing. 4 years ago
drop.py Initial Vision Transformer impl w/ patch and hybrid variants. Refactor tuple helpers. 4 years ago
eca.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
evo_norm.py Fix a silly bug in Sample version of EvoNorm missing x* part of swish, update EvoNormBatch to accumulated unbiased variance. 4 years ago
halo_attn.py Improved (hopefully) init for SA/SA-like layers used in ByoaNets 4 years ago
helpers.py EfficientNetV2 official impl w/ weights ported from TF. Cleanup/refactor of related EfficientNet classes and models. 4 years ago
inplace_abn.py Update README, fix iabn pip version print. 4 years ago
lambda_layer.py Improved (hopefully) init for SA/SA-like layers used in ByoaNets 4 years ago
linear.py A few more changes for 0.3.2 maint release. Linear layer change for mobilenetv3 and inception_v3, support no bias for linear wrapper. 4 years ago
median_pool.py Initial Vision Transformer impl w/ patch and hybrid variants. Refactor tuple helpers. 4 years ago
mixed_conv2d.py Use in_channels for depthwise groups, allows using `out_channels=N * in_channels` (does not impact existing models). Fix #354. 4 years ago
mlp.py Move Mlp and PatchEmbed modules into layers. Being used in lots of models now... 4 years ago
norm.py Missed norm.py 4 years ago
norm_act.py Fix regression in models with 1001 class pretrained weights. Improve batchnorm arg and BatchNormAct layer handling in several models. 4 years ago
padding.py Fix some attributions, add copyrights to some file docstrings 4 years ago
patch_embed.py Rethink name of patch embed grid info 4 years ago
pool2d_same.py Initial Vision Transformer impl w/ patch and hybrid variants. Refactor tuple helpers. 4 years ago
se.py Initial Normalizer-Free Reg/ResNet impl. A bit of related layer refactoring. 4 years ago
selective_kernel.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
separable_conv.py Fix regression in models with 1001 class pretrained weights. Improve batchnorm arg and BatchNormAct layer handling in several models. 4 years ago
space_to_depth.py
…
split_attn.py Add ReXNet w/ remapped weights, feature support 4 years ago
split_batchnorm.py Fix some attributions, add copyrights to some file docstrings 4 years ago
std_conv.py Add ECA-NFNet-L0 weights and update model name. Update README and bump version to 0.4.6 4 years ago
swin_attn.py Improved (hopefully) init for SA/SA-like layers used in ByoaNets 4 years ago
test_time_pool.py Add new weights for ecaresnet26t/50t/269d models. Remove distinction between 't' and 'tn' (tiered models), tn is now t. Add test time img size spec to default cfg. 4 years ago
weight_init.py Cleanup experimental vit weight init a bit 4 years ago