Ross Wightman a5a2ad2e48 Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size ...

* add test that model supports forward_head(x, pre_logits=True)
* add head_hidden_size attr to all models and set differently from num_features attr when head has hidden layers
* test forward_features() feat dim == model.num_features and pre_logits feat dim == self.head_hidden_size
* more consistency in reset_classifier signature, add typing
* asserts in some heads where pooling cannot be disabled
Fix #2194

2024-06-07 13:53:00 -07:00

..

_pruned

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layers

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__init__.py

Merge branch 'main' of https://github.com/Beckschen/pytorch-image-models into Beckschen-vitamin

2024-06-02 14:16:30 -07:00

_builder.py

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_efficientnet_blocks.py

Add anti-aliasing support to mobilenetv3 and efficientnet family models. Update MobileNetV4 model defs, resolutions. Fix #599

2024-05-27 22:06:22 -07:00

_efficientnet_builder.py

Disable efficient_builder debug flag

2024-06-06 21:50:27 -07:00

_factory.py

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_features_fx.py

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_features.py

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_helpers.py

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_hub.py

Change default serialization for push_to_hf_hub to 'both'

2024-06-07 13:40:31 -07:00

_manipulate.py

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_pretrained.py

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_prune.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

_registry.py

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beit.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

byoanet.py

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byobnet.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

cait.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

coat.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

convit.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

convmixer.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

convnext.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

crossvit.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

cspnet.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

davit.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

deit.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

densenet.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

dla.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

dpn.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

edgenext.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

efficientformer_v2.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

efficientformer.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

efficientnet.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

efficientvit_mit.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

efficientvit_msra.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

eva.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

factory.py

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fastvit.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

features.py

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focalnet.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

fx_features.py

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gcvit.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

ghostnet.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

hardcorenas.py

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helpers.py

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hgnet.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

hiera.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

hrnet.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

hub.py

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inception_next.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

inception_resnet_v2.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

inception_v3.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

inception_v4.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

levit.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

maxxvit.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

metaformer.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

mlp_mixer.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

mobilenetv3.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

mobilevit.py

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mvitv2.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

nasnet.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

nest.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

nextvit.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

nfnet.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

pit.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

pnasnet.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

pvt_v2.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

registry.py

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regnet.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

repghost.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

repvit.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

res2net.py

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resnest.py

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resnet.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

resnetv2.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

rexnet.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

selecsls.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

senet.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

sequencer.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

sknet.py

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swin_transformer_v2_cr.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

swin_transformer_v2.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

swin_transformer.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

tiny_vit.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

tnt.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

tresnet.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

twins.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

vgg.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

visformer.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

vision_transformer_hybrid.py

Fix in_chans switching on create

2024-06-06 17:56:14 -07:00

vision_transformer_relpos.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

vision_transformer_sam.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

vision_transformer.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

vitamin.py

Update ViTamin model defs

2024-06-06 09:16:43 -07:00

volo.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

vovnet.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

xception_aligned.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

xception.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00

xcit.py

Fix consistency, testing for forward_head w/ pre_logits, reset_classifier, models with pre_logits size != unpooled feature size

2024-06-07 13:53:00 -07:00