Ross Wightman
2bfa5e5d74
Remove JIT activations, take jit out of ME activations. Remove other instances of torch.jit.script. Breaks torch.compile and is much less performant. Remove SpaceToDepthModule
2024-05-06 16:32:49 -07:00
Beckschen
99d4c7d202
add ViTamin models
2024-05-05 02:50:14 -04:00
Ross Wightman
07535f408a
Add AttentionExtract helper module
2024-05-04 14:10:00 -07:00
Ross Wightman
45b7ae8029
forward_intermediates() support for byob/byoanet models
2024-05-04 14:06:52 -07:00
Ross Wightman
c4b8897e9e
attention -> attn in davit for model consistency
2024-05-04 14:06:11 -07:00
Ross Wightman
cb57a96862
Fix early stop for efficientnet/mobilenetv3 fwd inter. Fix indices typing for all fwd inter.
2024-05-04 10:21:58 -07:00
Ross Wightman
01dd01b70e
forward_intermediates() for MlpMixer models and RegNet.
2024-05-04 10:21:03 -07:00
Ross Wightman
f8979d4f50
Comment out time local files while testing new vit weights
2024-05-03 20:26:56 -07:00
Ross Wightman
c719f7eb86
More forward_intermediates() updates
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* add convnext, resnet, efficientformer, levit support
* remove kwargs only for fn so that torchscript isn't broken for all :(
* use reset_classifier() consistently in prune
2024-05-03 16:22:32 -07:00
Ross Wightman
d6da4fb01e
Add forward_intermediates() to efficientnet / mobilenetv3 based models as an exercise.
2024-05-02 14:19:16 -07:00
Ross Wightman
c22efb9765
Add wee & little vits for some experiments
2024-05-02 10:51:35 -07:00
Ross Wightman
67332fce24
Add features_intermediate() support to coatnet, maxvit, swin* models. Refine feature interface. Start prep of new vit weights.
2024-04-30 16:56:33 -07:00
user-miner1
740f4983b3
Assert messages added
2024-04-30 10:10:02 +03:00
Ross Wightman
c6db4043cd
Update forward_intermediates for hiera to have its own fwd impl w/ early stopping. Remove return_intermediates bool from forward(). Still an fx issue with None mask arg :(
2024-04-29 17:23:37 -07:00
Ross Wightman
9b9a356a04
Add forward_intermediates support for xcit, cait, and volo.
2024-04-29 16:30:45 -07:00
Ross Wightman
ef147fd2fb
Add forward_intermediates API to Hiera for features_only=True support
2024-04-21 11:30:41 -07:00
Ross Wightman
d88bed6535
Bit more Hiera fiddling
2024-04-21 09:36:57 -07:00
Ross Wightman
8a54d2a930
WIP Hiera implementation. Fix #2083 . Trying to get image size adaptation to work.
2024-04-20 09:47:17 -07:00
Ross Wightman
d6b95520f1
Merge pull request #2136 from huggingface/vit_features_only
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Exploring vit features_only via new forward_intermediates() API, inspired by #2131
2024-04-11 08:38:20 -07:00
Ross Wightman
4b2565e4cb
More forward_intermediates() / FeatureGetterNet work
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* include relpos vit
* refactor reduction / size calcs so hybrid vits work and dynamic_img_size works
* fix -ve feature indices when pruning
* fix mvitv2 w/ class token
* refine naming
* add tests
2024-04-10 15:11:34 -07:00
Ross Wightman
ef9c6fb846
forward_head(), consistent pre_logits handling to reduce likelihood of people manually replacing .head module having issues
2024-04-09 21:54:59 -07:00
Ross Wightman
679daef76a
More forward_intermediates() & features_only work
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* forward_intermediates() added to beit, deit, eva, mvitv2, twins, vit, vit_sam
* add features_only to forward intermediates to allow just intermediate features
* fix #2060
* fix #1374
* fix #657
2024-04-09 21:29:16 -07:00
Ross Wightman
17b892f703
Fix #2139 , disable strict weight loading when head changes from classification
2024-04-09 08:41:37 -07:00
Ross Wightman
5fdc0b4e93
Exploring vit features_only using get_intermediate_layers() as per #2131
2024-04-07 11:24:45 -07:00
Ross Wightman
34b41b143c
Fiddling with efficientnet x/h defs, is it worth adding & training any?
2024-03-22 17:55:02 -07:00
Ross Wightman
c559c3911f
Improve vit conversions. OpenAI convert pass through main convert for patch & pos resize. Fix #2120
2024-03-21 10:00:43 -07:00
Ross Wightman
256cf19148
Rename tinyclip models to fit existing 'clip' variants, use consistently mapped OpenCLIP compatible checkpoint on hf hub
2024-03-20 15:21:46 -07:00
Thien Tran
1a1d07d479
add other tinyclip
2024-03-19 07:27:09 +08:00
Thien Tran
dfffffac55
add tinyclip 8m
2024-03-19 07:02:17 +08:00
Ross Wightman
6ccb7d6a7c
Merge pull request #2111 from jamesljlster/enhance_vit_get_intermediate_layers
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Vision Transformer (ViT) get_intermediate_layers: enhanced to support dynamic image size and saved computational costs from unused blocks
2024-03-18 13:41:18 -07:00
Cheng-Ling Lai
db06b56d34
Saved computational costs of get_intermediate_layers() from unused blocks
2024-03-17 21:34:06 +08:00
Cheng-Ling Lai
4731e4efc4
Modified ViT get_intermediate_layers() to support dynamic image size
2024-03-16 23:07:21 +08:00
SmilingWolf
59cb0be595
SwinV2: add configurable act_layer argument
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Defaults to "gelu", but makes it possible to pass "gelu_tanh".
Makes it easier to port weights from JAX/Flax, where the tanh
approximation is the default.
2024-03-05 22:04:17 +01:00
Ross Wightman
31e0dc0a5d
Tweak hgnet before merge
2024-02-12 15:00:32 -08:00
Ross Wightman
3e03491e49
Merge branch 'master' of https://github.com/seefun/pytorch-image-models into seefun-master
2024-02-12 14:59:54 -08:00
Ross Wightman
59239d9df5
Cleanup imports for vit relpos
2024-02-10 21:40:57 -08:00
Ross Wightman
ac1b08deb6
fix_init on vit & relpos vit
2024-02-10 20:15:37 -08:00
Ross Wightman
935950cc11
Fix F.sdpa attn drop prob
2024-02-10 20:14:47 -08:00
Ross Wightman
0737cf231d
Add Next-ViT
2024-02-10 17:05:16 -08:00
Ross Wightman
d6c2cc91af
Make NormMlpClassifier head reset args consistent with ClassifierHead
2024-02-10 16:25:33 -08:00
Ross Wightman
87fec3dc14
Update experimental vit model configs
2024-02-10 16:05:58 -08:00
Ross Wightman
7d3c2dc993
Add group_matcher for DaViT
2024-02-10 14:58:45 -08:00
Ross Wightman
88889de923
Fix meshgrid deprecation warnings and backward compat with explicit 'ndgrid' and 'meshgrid' fn w/o indexing arg
2024-01-27 13:48:33 -08:00
Ross Wightman
d4386219c6
Improve type handling for arange & rel pos embeds, keep calculations in float32 until application (may change to apply in float32 in future). Prevent arange type hijacking by DeepSpeed Zero
2024-01-26 16:35:51 -08:00
Ross Wightman
3234daf783
Add missing deprecation mapping for a densenet and xcit model. Fix #2086 . Tweak xcit pos embed use of arange for better low prec safety.
2024-01-24 22:04:04 -08:00
Li zhuoqun
53a4888328
Add droppath and type hint to Xception.
2024-01-19 11:15:47 -08:00
方曦
9dbea3bef6
fix cls head in hgnet
2023-12-27 21:26:26 +08:00
SeeFun
56ae8b906d
fix reset head in hgnet
2023-12-27 20:11:29 +08:00
SeeFun
6862c9850a
fix backward in hgnet
2023-12-27 16:49:37 +08:00
SeeFun
6cd28bc5c2
Merge branch 'huggingface:main' into master
2023-12-27 16:43:37 +08:00
