901 Commits

Author SHA1 Message Date
Ross Wightman
e4e43190ce Add typing to all model entrypoint fns, add old cache check env var to builder 2023-05-08 08:52:38 -07:00
Ross Wightman
cb3f9c23bb
Metaformer baselines for vision (final PR with cleanup) (#1793)
* update

* Update metaformers.py

* Update metaformers.py

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* merge with poolformer, initial version

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* Revert "Update metaformers.py"

This reverts commit 2916f37f8d862cd4fcbc86c858b23894daec3339.

* Revert "Update metaformers.py"

This reverts commit 1d882eb494caf5b5a3a1e9c7442d883e1707998e.

* Revert "Update metaformers.py"

This reverts commit 2209d0830eed9b87149df4a1f25f65da46d47f4b.

* Revert "Update metaformers.py"

This reverts commit 32bede4e279ee1027a63d5b55591153e53c209ec.

* Revert "Update metaformers.py"

This reverts commit 4ed934e00068be576881a87d5218b355ca01a6be.

* Revert "Update metaformers.py"

This reverts commit 3f0b07536764c47af42290a218a15097b5cec1a0.

* Revert "Update metaformers.py"

This reverts commit 2fef9006d72824789b733dd8dbc20b21b79add0b.

* Update metaformers.py

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* rename model

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* Stem/Downsample rework

* Update metaformers.py

* try NHWC

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* Squashed commit of the following:

commit b7696a30a772dbbb2e00d81e7096c24dac97df73
Author: Fredo Guan <fredo.guan@hotmail.com>
Date:   Fri Feb 10 01:46:44 2023 -0800

    Update metaformers.py

commit 41fe5c36263b40a6cd7caddb85b10c5d82d48023
Author: Fredo Guan <fredo.guan@hotmail.com>
Date:   Fri Feb 10 01:03:47 2023 -0800

    Update metaformers.py

commit a3aee37c35985c01ca07902d860f809b648c612c
Author: Fredo Guan <fredo.guan@hotmail.com>
Date:   Fri Feb 10 00:32:04 2023 -0800

    Update metaformers.py

commit f938beb81b4f46851d6d6f04ae7a9a74871ee40d
Author: Fredo Guan <fredo.guan@hotmail.com>
Date:   Fri Feb 10 00:24:58 2023 -0800

    Update metaformers.py

commit 10bde717e51c95cdf20135c8bba77a7a1b00d78c
Author: Fredo Guan <fredo.guan@hotmail.com>
Date:   Sun Feb 5 02:11:28 2023 -0800

    Update metaformers.py

commit 39274bd45e78b8ead0509367f800121f0d7c25f4
Author: Fredo Guan <fredo.guan@hotmail.com>
Date:   Sun Feb 5 02:06:58 2023 -0800

    Update metaformers.py

commit a2329ab8ec00d0ebc00979690293c3887cc44a4c
Author: Fredo Guan <fredo.guan@hotmail.com>
Date:   Sun Feb 5 02:03:34 2023 -0800

    Update metaformers.py

commit 53b8ce5b8a6b6d828de61788bcc2e6043ebb3081
Author: Fredo Guan <fredo.guan@hotmail.com>
Date:   Sun Feb 5 02:02:37 2023 -0800

    Update metaformers.py

commit ab6225b9414f534815958036f6d5a392038d7ab2
Author: Fredo Guan <fredo.guan@hotmail.com>
Date:   Sun Feb 5 01:04:55 2023 -0800

    try NHWC

commit 02fcc30eaa67a3c92cae56f3062b2542c32c9283
Author: Fredo Guan <fredo.guan@hotmail.com>
Date:   Sat Feb 4 23:47:06 2023 -0800

    Update metaformers.py

commit 366aae93047934bd3d7d37a077e713d424fa429c
Author: Fredo Guan <fredo.guan@hotmail.com>
Date:   Sat Feb 4 23:37:30 2023 -0800

    Stem/Downsample rework

commit 26a8e481a5cb2a32004a796bc25c6800cd2fb7b7
Author: Fredo Guan <fredo.guan@hotmail.com>
Date:   Wed Feb 1 07:42:07 2023 -0800

    Update metaformers.py

commit a913f5d4384aa4b2f62fdab46254ae3772df00ee
Author: Fredo Guan <fredo.guan@hotmail.com>
Date:   Wed Feb 1 07:41:24 2023 -0800

    Update metaformers.py

* Update metaformers.py

* Update metaformers.py

* channels first for whole network

* Channels first

* Update metaformers.py

* Use buffer for randformer

* Update metaformers.py

* Remove einsum

* don't test randformer for feature extraction

* arbitrary input sizes for randformer

* Squashed commit of the following:

commit 6c089ca4325ab10942fe56e0999dcc1a11e1d2f0
Author: Fredo Guan <fredo.guan@hotmail.com>
Date:   Mon Mar 6 02:11:17 2023 -0800

    Update metaformers.py

commit 521528a900e49ef8f462f5ccd795efb3a5d14214
Author: Fredo Guan <fredo.guan@hotmail.com>
Date:   Mon Mar 6 02:06:08 2023 -0800

    Update metaformers.py

commit 3827eec7963698ff727fbb13ace53594ceb374d5
Author: Fredo Guan <fredo.guan@hotmail.com>
Date:   Mon Mar 6 02:03:08 2023 -0800

    Update metaformers.py

commit ac1c6fea8adcd846e031ea0f5fa81ffe63d3c4bb
Author: Fredo Guan <fredo.guan@hotmail.com>
Date:   Mon Mar 6 02:01:04 2023 -0800

    Update metaformers.py

commit 26f3d343cdc46183543f83482187f669f3181ddf
Merge: d577129 f736730
Author: Fredo Guan <fredo.guan@hotmail.com>
Date:   Mon Mar 6 01:57:29 2023 -0800

    Merge branch 'metaformer_workspace' of https://github.com/fffffgggg54/pytorch-image-models into metaformer_workspace

commit d577129aaa23fb348a8bb93bcd17cf1d5a4e8ff8
Author: Fredo Guan <fredo.guan@hotmail.com>
Date:   Mon Mar 6 01:57:20 2023 -0800

    Update metaformers.py

commit f7367304e8f3b7a9a7f16e0a032bb72546afcc2a
Author: Fredo Guan <fredo.guan@hotmail.com>
Date:   Mon Mar 6 01:56:11 2023 -0800

    Metaformer baselines for vision (#12)

* formatting, cleanup, fix dropout

* fix regression, pass kwargs

* fix poolformerv1 weights, formatting

* Update metaformers.py

* Update metaformers.py

* Update metaformers.py

* Update metaformers.py

* Update metaformers.py

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* some cleanup

* SDPA from ViT, fix imports

* Update metaformers.py

* fix head reset

* fast norm bias patch for metaformers

* Metaformer refactor, remove rand/ident models, fix issues, remove old poolformer

* Switch to hub weights

---------

Co-authored-by: Fredo Guan <fredo.guan@hotmail.com>
2023-05-05 11:18:26 -07:00
Ross Wightman
8fa86a28a8 Add datacomp L/14 (79.2 zs) image tower weights 2023-05-01 10:24:08 -07:00
Ross Wightman
5e64777804 0.8.21dev0 2023-04-28 13:46:59 -07:00
Ross Wightman
493c730ffc Fix pit regression 2023-04-26 23:16:06 -07:00
Ross Wightman
437d344e03 Always some torchscript issues 2023-04-26 20:42:34 -07:00
Ross Wightman
528faa0e04 Some fixes 2023-04-26 17:46:20 -07:00
Ross Wightman
3386af8c86 Final push to get remaining models using multi-weight pretrained configs, almost all weights on HF hub 2023-04-26 15:52:13 -07:00
Ross Wightman
7ad7ddb7ad DenseNet, DPN, VoVNet, Aligned Xception weights on HF hub. DenseNet grad_checkpointing using timm API 2023-04-21 16:56:44 -07:00
Ross Wightman
864bfd43d0 hardcore nas weights on hf hub 2023-04-21 14:35:10 -07:00
Ross Wightman
6e4529ae35 TResNet weights now on HF hub, modified to remove InplaceABN dependency 2023-04-21 14:20:48 -07:00
Ross Wightman
04dcbc02ec Fix weight remap for tresnet_v2_l 2023-04-21 09:05:04 -07:00
Ross Wightman
a08e5aed1d More models w/ multi-weight support, moving to HF hub. Removing inplace_abn from all models including TResNet 2023-04-20 22:44:49 -07:00
Ross Wightman
34df125be6 cait, volo, xvit hub weights 2023-04-14 10:13:13 -07:00
Ross Wightman
f6d5767551 cspnet models on HF hub w/ multi-weight support 2023-04-12 14:02:38 -07:00
Ross Wightman
80b247d843 Update swin_v2 attn_mask buffer change in #1790 to apply to updated checkpoints in hub 2023-04-11 14:40:32 -07:00
Ross Wightman
1a1aca0cee
Merge pull request #1761 from huggingface/patch_drop_refactor
Implement patch dropout for eva / vision_transformer, refactor dropout args
2023-04-11 14:37:36 -07:00
Ross Wightman
c0670822d2 Small factory handling fix for pretrained tag vs cfg 2023-04-11 07:42:13 -07:00
Ross Wightman
2f25f73b90 Missed a fused_attn update in relpos vit 2023-04-10 23:30:50 -07:00
Ross Wightman
0b65b5c0ac Add finalized eva CLIP weights pointing to remapped timm hub models 2023-04-10 23:13:12 -07:00
Ross Wightman
965d0a2d36 fast_attn -> fused_attn, implement global config for enable/disable fused_attn, add to more models. vit clip openai 336 weights. 2023-04-10 12:04:33 -07:00
Ross Wightman
4d135421a3 Implement patch dropout for eva / vision_transformer, refactor / improve consistency of dropout args across all vit based models 2023-04-07 20:27:23 -07:00
Marco Forte
c76818a592
skip attention mask buffers
Allows more flexibility in the resolutions accepted by SwinV2.
2023-04-07 18:50:02 +02:00
Ross Wightman
1bb3989b61 Improve kwarg passthrough for swin, vit, deit, beit, eva 2023-04-05 21:37:16 -07:00
Ross Wightman
35c94b836c Update warning message for deprecated model names 2023-04-05 17:24:17 -07:00
Ross Wightman
9eaab795c2 Add some vit model deprecations 2023-04-05 17:21:03 -07:00
Ross Wightman
abff3f12ec Wrong pool_size for 288 ft 2023-04-05 16:07:51 -07:00
Ross Wightman
356309959c ResNet models on HF hub, multi-weight support, add torchvision v2 weights, new 12k pretrained and fine-tuned timm anti-aliased weights 2023-04-05 14:19:42 -07:00
Ross Wightman
beef7f0a22 Add ImageNet-12k intermediate fine-tunes of convnext base & large CLIP models, add first 1k fine-tune of xxlarge 2023-03-31 16:45:01 -07:00
Ross Wightman
9aa1133bd2 Fix #1750, uncomment weight that exists on HF hub, add FIXME to 3 others that are still on local storage 2023-03-31 14:49:30 -07:00
Ross Wightman
7326470514
Merge pull request #1746 from huggingface/eva02
Adding EVA02 weights and model defs
2023-03-31 12:17:00 -07:00
Ross Wightman
adeb9de7c6 Mismatch in eva pretrained_cfg vs model for one of the clip variants 2023-03-31 10:30:30 -07:00
Ross Wightman
0737bd3ec8 eva02 non-CLIP weights on HF hub, add initial eva02 clip model configs w/ postnorm variant & attn LN 2023-03-30 23:43:59 -07:00
Ross Wightman
ac67098147 Add final attr for fast_attn on beit / eva 2023-03-28 08:40:40 -07:00
Ross Wightman
1885bdc431
Merge pull request #1745 from huggingface/mw-mlp_mixer
MLP-Mixer multi-weight support, HF hub push
2023-03-28 07:55:17 -07:00
Ross Wightman
e9f427b953 Add hf hub entries for mlp_mixer 2023-03-27 22:50:43 -07:00
Ross Wightman
cff81deb78 multi-weight and hf hub for deit / deit3 2023-03-27 22:47:16 -07:00
Ross Wightman
3863d63516 Adding EVA02 weights and model defs, move beit based eva_giant to same eva.py file. Cleanup rotary pos, add lang oriented freq bands to be compat with eva design choice. Fix #1738 2023-03-27 17:16:07 -07:00
Ross Wightman
b12060996c MLP-Mixer multi-weight support, hf hub push 2023-03-27 16:42:13 -07:00
Ross Wightman
d196fa536d Fix last min torchscript regression in nfnet changes 2023-03-24 00:10:17 -07:00
Ross Wightman
33ada0cbca Add group_matcher to focalnet for proper layer-wise LR decay 2023-03-23 23:21:49 -07:00
Ross Wightman
b271dc0e16 NFNet multi-weight support + HF hub push 2023-03-23 23:20:38 -07:00
Ross Wightman
dbd33e4b62 Update crop settings for new rexnet weights 2023-03-22 15:39:49 -07:00
Ross Wightman
da6bdd4560 Update resnetv2.py for multi-weight and HF hub weights 2023-03-22 15:38:04 -07:00
Ross Wightman
b3e816d6d7 Improve filtering behaviour for tag + non-tagged model wildcard consistency. 2023-03-22 10:21:22 -07:00
Ross Wightman
7aba64ebdb Add update byobnet.py w/ models pushed to HF hub 2023-03-22 10:00:00 -07:00
Ross Wightman
e7ef8335bf regnet.py multi-weight conversion, new ImageNet-12k pretrain/ft from timm for y_120 and y_160, also new tv v2, swag, & seer weights for push to Hf hub. 2023-03-21 15:51:49 -07:00
Ross Wightman
c78319adce Add ImageNet-12k ReXNet-R 200 & 300 weights, and push existing ReXNet models to HF hub. Dilation support added to rexnet 2023-03-20 13:48:17 -07:00
Ross Wightman
041de79f9e Fix numel use in helpers for checkpoint remap 2023-03-20 09:36:48 -07:00
Ross Wightman
49b9c3be80 Include pretrained tag in deprecated mapping warning 2023-03-19 21:21:19 -07:00