pytorch-image-models

layers

Add MobileVitV2 support. Fix #1332 . Move GroupNorm1 to common layers (used in poolformer + mobilevitv2). Keep ol custom ConvNeXt LayerNorm2d impl as LayerNormExp2d for reference.

2022-07-07 14:41:01 -07:00

pruned

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__init__.py

Add initial EdgeNeXt import. Significant cleanup / reorg (like ConvNeXt). Fix #1320

2022-07-01 15:18:42 -07:00

beit.py

migrate azure blob for beit checkpoints

2022-04-23 13:02:29 +08:00

byoanet.py

Transitioning default_cfg -> pretrained_cfg. Improving handling of pretrained_cfg source (HF-Hub, files, timm config, etc). Checkpoint handling tweaks.

2022-01-25 21:54:13 -08:00

byobnet.py

Fix correctness of some group matching regex (no impact on result), some formatting, missed forward_head for resnet

2022-03-19 14:58:54 -07:00

cait.py

Significant model refactor and additions:

2022-02-28 13:56:23 -08:00

coat.py

Significant model refactor and additions:

2022-02-28 13:56:23 -08:00

convit.py

Significant model refactor and additions:

2022-02-28 13:56:23 -08:00

convmixer.py

Significant model refactor and additions:

2022-02-28 13:56:23 -08:00

convnext.py

Remove experimental downsample in block support in ConvNeXt. Experiment further before keeping it in.

2022-07-07 14:37:58 -07:00

crossvit.py

Fix correctness of some group matching regex (no impact on result), some formatting, missed forward_head for resnet

2022-03-19 14:58:54 -07:00

cspnet.py

Refactor cspnet configuration using dataclasses, update feature extraction for new cs3 variants.

2022-07-07 14:43:27 -07:00

deit.py

Support DeiT-3 (Revenge of the ViT) checkpoints. Add non-overlapping (w/ class token) pos-embed support to vit.

2022-07-04 22:25:22 -07:00

densenet.py

Fix correctness of some group matching regex (no impact on result), some formatting, missed forward_head for resnet

2022-03-19 14:58:54 -07:00

dla.py

Fix correctness of some group matching regex (no impact on result), some formatting, missed forward_head for resnet

2022-03-19 14:58:54 -07:00

dpn.py

Fix correctness of some group matching regex (no impact on result), some formatting, missed forward_head for resnet

2022-03-19 14:58:54 -07:00

edgenext.py

Add feature_info to edgenext for features_only support, hopefully fix some fx / test errors

2022-07-02 15:20:45 -07:00

efficientnet_blocks.py

Merge remote-tracking branch 'origin/master' into norm_norm_norm

2022-01-25 22:20:45 -08:00

efficientnet_builder.py

Merge remote-tracking branch 'origin/master' into norm_norm_norm

2022-01-25 22:20:45 -08:00

efficientnet.py

Fix correctness of some group matching regex (no impact on result), some formatting, missed forward_head for resnet

2022-03-19 14:58:54 -07:00

factory.py

Revert ml-decoder changes to model factory and train script

2022-03-21 12:29:02 -07:00

features.py

Significant model refactor and additions:

2022-02-28 13:56:23 -08:00

fx_features.py

Make a few more layers symbolically traceable (remove from FX leaf modules)

2022-03-24 21:43:56 -07:00

ghostnet.py

Fix correctness of some group matching regex (no impact on result), some formatting, missed forward_head for resnet

2022-03-19 14:58:54 -07:00

gluon_resnet.py

Transitioning default_cfg -> pretrained_cfg. Improving handling of pretrained_cfg source (HF-Hub, files, timm config, etc). Checkpoint handling tweaks.

2022-01-25 21:54:13 -08:00

gluon_xception.py

Fix correctness of some group matching regex (no impact on result), some formatting, missed forward_head for resnet

2022-03-19 14:58:54 -07:00

hardcorenas.py

Significant model refactor and additions:

2022-02-28 13:56:23 -08:00

helpers.py

no longer a point using kwargs for pretrain_cfg resolve, just pass explicit arg

2022-06-24 21:36:23 -07:00

hrnet.py

Fix correctness of some group matching regex (no impact on result), some formatting, missed forward_head for resnet

2022-03-19 14:58:54 -07:00

hub.py

Transitioning default_cfg -> pretrained_cfg. Improving handling of pretrained_cfg source (HF-Hub, files, timm config, etc). Checkpoint handling tweaks.

2022-01-25 21:54:13 -08:00

inception_resnet_v2.py

Significant model refactor and additions:

2022-02-28 13:56:23 -08:00

inception_v3.py

Improve resolve_pretrained_cfg behaviour when no cfg exists, warn instead of crash. Improve usability ex #1311

2022-06-24 14:55:25 -07:00

inception_v4.py

Significant model refactor and additions:

2022-02-28 13:56:23 -08:00

levit.py

Fix pit implementation to be clsoer to deit/levit re distillation head handling

2022-03-21 11:12:14 -07:00

mlp_mixer.py

Fix correctness of some group matching regex (no impact on result), some formatting, missed forward_head for resnet

2022-03-19 14:58:54 -07:00

mobilenetv3.py

Fix correctness of some group matching regex (no impact on result), some formatting, missed forward_head for resnet

2022-03-19 14:58:54 -07:00

mobilevit.py

Add MobileVitV2 support. Fix #1332 . Move GroupNorm1 to common layers (used in poolformer + mobilevitv2). Keep ol custom ConvNeXt LayerNorm2d impl as LayerNormExp2d for reference.

2022-07-07 14:41:01 -07:00

nasnet.py

Significant model refactor and additions:

2022-02-28 13:56:23 -08:00

nest.py

Fix correctness of some group matching regex (no impact on result), some formatting, missed forward_head for resnet

2022-03-19 14:58:54 -07:00

nfnet.py

Fix correctness of some group matching regex (no impact on result), some formatting, missed forward_head for resnet

2022-03-19 14:58:54 -07:00

pit.py

Fix pit implementation to be clsoer to deit/levit re distillation head handling

2022-03-21 11:12:14 -07:00

pnasnet.py

Significant model refactor and additions:

2022-02-28 13:56:23 -08:00

poolformer.py

Add MobileVitV2 support. Fix #1332 . Move GroupNorm1 to common layers (used in poolformer + mobilevitv2). Keep ol custom ConvNeXt LayerNorm2d impl as LayerNormExp2d for reference.

2022-07-07 14:41:01 -07:00

registry.py

Transitioning default_cfg -> pretrained_cfg. Improving handling of pretrained_cfg source (HF-Hub, files, timm config, etc). Checkpoint handling tweaks.

2022-01-25 21:54:13 -08:00

regnet.py

Fix group_matcher regex for regnet.py

2022-05-09 10:40:40 -07:00

res2net.py

Significant model refactor and additions:

2022-02-28 13:56:23 -08:00

resnest.py

Significant model refactor and additions:

2022-02-28 13:56:23 -08:00

resnet.py

Remove first_conv for resnetaa50 def

2022-07-02 15:56:17 -07:00

resnetv2.py

Fix correctness of some group matching regex (no impact on result), some formatting, missed forward_head for resnet

2022-03-19 14:58:54 -07:00

rexnet.py

Fix correctness of some group matching regex (no impact on result), some formatting, missed forward_head for resnet

2022-03-19 14:58:54 -07:00

selecsls.py

Significant model refactor and additions:

2022-02-28 13:56:23 -08:00

senet.py

Fix correctness of some group matching regex (no impact on result), some formatting, missed forward_head for resnet

2022-03-19 14:58:54 -07:00

sequencer.py

Fix tests for rank-4 output where feature channels dim is -1 (3) and not 1

2022-05-09 15:20:24 -07:00

sknet.py

Significant model refactor and additions:

2022-02-28 13:56:23 -08:00

swin_transformer_v2_cr.py

Remove persistent buffers from Swin-V2. Change SwinV2Cr cos attn + tau/logit_scale to match official, add ckpt convert, init_value zeros resid LN weight by default

2022-05-13 10:50:59 -07:00

swin_transformer_v2.py

Add updated vit_relpos weights, and impl w/ support for official swin-v2 differences for relpos. Add bias control support for MLP layers

2022-05-13 13:53:57 -07:00

swin_transformer.py

Add initial swinv2 tiny / small weights

2022-04-03 15:22:55 -07:00

tnt.py

Fix correctness of some group matching regex (no impact on result), some formatting, missed forward_head for resnet

2022-03-19 14:58:54 -07:00

tresnet.py

Fix correctness of some group matching regex (no impact on result), some formatting, missed forward_head for resnet

2022-03-19 14:58:54 -07:00

twins.py

Fix correctness of some group matching regex (no impact on result), some formatting, missed forward_head for resnet

2022-03-19 14:58:54 -07:00

vgg.py

Fix correctness of some group matching regex (no impact on result), some formatting, missed forward_head for resnet

2022-03-19 14:58:54 -07:00

visformer.py

Fix correctness of some group matching regex (no impact on result), some formatting, missed forward_head for resnet

2022-03-19 14:58:54 -07:00

vision_transformer_hybrid.py

Vision Transformer refactoring and Rel Pos impl

2022-05-02 15:37:39 -07:00

vision_transformer_relpos.py

Improve resolve_pretrained_cfg behaviour when no cfg exists, warn instead of crash. Improve usability ex #1311

2022-06-24 14:55:25 -07:00

vision_transformer.py

Support DeiT-3 (Revenge of the ViT) checkpoints. Add non-overlapping (w/ class token) pos-embed support to vit.

2022-07-04 22:25:22 -07:00

volo.py

Significant model refactor and additions:

2022-02-28 13:56:23 -08:00

vovnet.py

Fix correctness of some group matching regex (no impact on result), some formatting, missed forward_head for resnet

2022-03-19 14:58:54 -07:00

xception_aligned.py

Fix correctness of some group matching regex (no impact on result), some formatting, missed forward_head for resnet

2022-03-19 14:58:54 -07:00

xception.py

Significant model refactor and additions:

2022-02-28 13:56:23 -08:00

xcit.py

Fix correctness of some group matching regex (no impact on result), some formatting, missed forward_head for resnet

2022-03-19 14:58:54 -07:00