pytorch-image-models

layers

Adding support for fine-tune CLIP LAION-2B image tower weights for B/32, L/14, H/14 and g/14. Still WIP

2022-09-15 17:25:59 -07:00

pruned

added efficientnet pruned weights

2020-05-03 09:29:45 +03:00

__init__.py

Add --fast-norm arg to benchmark.py, train.py, validate.py

2022-08-25 17:20:46 -07:00

beit.py

BEiT-V2 checkpoints didn't remove 'module' from weights, adapt checkpoint filter

2022-09-13 17:56:49 -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

For ConvNeXt, use timm internal LayerNorm for fast_norm in non conv_mlp mode

2022-08-23 15:17:12 -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 two default args in DenseNet blocks... fix #1427

2022-08-25 15:00:35 -07:00

dla.py

Fix type in dla weight update

2022-09-13 17:52:45 -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

More test fixes, pool size for 256x256 maxvit models

2022-08-23 13:38:26 -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

Update a bunch of weights with external links to timm release assets. Fixes issue with *aliyuncs.com returning forbidden. Did pickle scan / verify and re-hash. Add TresNet-V2-L weights.

2022-09-13 16:35:26 -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

Make gcvit window size ratio based to improve resolution changing support #1449 . Change default init to original.

2022-09-06 16:14:00 -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

Update a bunch of weights with external links to timm release assets. Fixes issue with *aliyuncs.com returning forbidden. Did pickle scan / verify and re-hash. Add TresNet-V2-L weights.

2022-09-13 16:35:26 -07:00

helpers.py

Make huggingface_hub necessary if it's the only source for a pretrained weight

2022-09-23 13:54:21 -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

Fix errant import

2022-09-15 17:47:23 -07:00

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

maxxvit.py

Update maxvit_tiny_256 weight to better iter, add coatnet / maxvit / maxxvit model defs for future runs

2022-09-07 12:37:37 -07:00

mlp_mixer.py

Update a bunch of weights with external links to timm release assets. Fixes issue with *aliyuncs.com returning forbidden. Did pickle scan / verify and re-hash. Add TresNet-V2-L weights.

2022-09-13 16:35:26 -07:00

mobilenetv3.py

Update a bunch of weights with external links to timm release assets. Fixes issue with *aliyuncs.com returning forbidden. Did pickle scan / verify and re-hash. Add TresNet-V2-L weights.

2022-09-13 16:35:26 -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

pretrained_cfg entry for mvitv2_small_cls

2022-08-28 15:27:01 -07:00

nasnet.py

Update a bunch of weights with external links to timm release assets. Fixes issue with *aliyuncs.com returning forbidden. Did pickle scan / verify and re-hash. Add TresNet-V2-L weights.

2022-09-13 16:35:26 -07:00

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

More model and test fixes

2022-08-22 17:40:31 -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

Update a bunch of weights with external links to timm release assets. Fixes issue with *aliyuncs.com returning forbidden. Did pickle scan / verify and re-hash. Add TresNet-V2-L weights.

2022-09-13 16:35:26 -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

Update a bunch of weights with external links to timm release assets. Fixes issue with *aliyuncs.com returning forbidden. Did pickle scan / verify and re-hash. Add TresNet-V2-L weights.

2022-09-13 16:35:26 -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

Update a bunch of weights with external links to timm release assets. Fixes issue with *aliyuncs.com returning forbidden. Did pickle scan / verify and re-hash. Add TresNet-V2-L weights.

2022-09-13 16:35:26 -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

Update tresnet features_info for v2

2022-09-13 20:54:54 -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

Adding support for fine-tune CLIP LAION-2B image tower weights for B/32, L/14, H/14 and g/14. Still WIP

2022-09-15 17:25:59 -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

Add hf hub entries for laion2b clip models, add huggingface_hub dependency, update some setup/reqs, torch >= 1.7

2022-09-16 21:39:05 -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

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

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