pytorch-image-models

layers

Add 'fast' layer norm that doesn't cast to float32, support APEX LN impl for slight speed gain, update norm and act factories, tweak SE for ability to disable bias (needed by GCVit)

2022-08-17 14:32:58 -07:00

pruned

…

__init__.py

Add MViT (Multi-Scale) V2

2022-08-17 15:12:31 -07:00

beit.py

Remove some redundant requires_grad=True from nn.Parameter in third party code

2022-07-20 12:37:41 -07:00

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

Remove some redundant requires_grad=True from nn.Parameter in third party code

2022-07-20 12:37:41 -07:00

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

Add timm ConvNeXt 'atto' weights, change test resolution for FB ConvNeXt 224x224 weights, add support for different dw kernel_size

2022-08-15 17:56:08 -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

Add weights for two 'Edge' block (3x3->1x1) variants of CS3 networks.

2022-07-26 16:40:27 -07:00

deit.py

Add DeiT-III 'medium' model defs and weights

2022-07-28 15:03:20 -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 edgenext_base model def & weight link, update to improve ONNX export #1385

2022-08-05 16:58:34 -07:00

efficientformer.py

Add EfficientFormer

2022-08-17 14:08:53 -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

Update type hint for register_notrace_module

2022-07-22 16:59:55 -05:00

gcvit.py

Add GCViT

2022-08-17 14:29:18 -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

Ensure all model entrypoint fn default to pretrained=False (a few didn't)

2022-07-19 13:58:41 -07:00

hub.py

👽 use hf_hub_download instead of cached_download

2022-07-14 16:41:45 -04:00

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

Change models with mean 0,0,0 std 1,1,1 from int to float for consistency as mentioned in #1355

2022-07-21 17:36:15 -07:00

mobilenetv3.py

Change models with mean 0,0,0 std 1,1,1 from int to float for consistency as mentioned in #1355

2022-07-21 17:36:15 -07:00

mobilevit.py

Change models with mean 0,0,0 std 1,1,1 from int to float for consistency as mentioned in #1355

2022-07-21 17:36:15 -07:00

mvitv2.py

Add MViT (Multi-Scale) V2

2022-08-17 15:12:31 -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

Remove some redundant requires_grad=True from nn.Parameter in third party code

2022-07-20 12:37:41 -07:00

pvt_v2.py

Add PyramidVisionTransformerV2

2022-08-17 12:06:05 -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

Ensure all model entrypoint fn default to pretrained=False (a few didn't)

2022-07-19 13:58:41 -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

Change models with mean 0,0,0 std 1,1,1 from int to float for consistency as mentioned in #1355

2022-07-21 17:36:15 -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

Update vit_relpos w/ some additional weights, some cleanup to match recent vit updates, more MLP log coord experiments.

2022-07-07 21:33:25 -07:00

vision_transformer.py

Take no_emb_class into account when calling resize_pos_embed

2022-07-24 19:11:45 +08:00

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

Remove some redundant requires_grad=True from nn.Parameter in third party code

2022-07-20 12:37:41 -07:00