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1152 Commits (cb3f9c23bb31d234609711f06835724a8f0ee7da)

Author SHA1 Message Date
Ross Wightman cb3f9c23bb
Metaformer baselines for vision (final PR with cleanup) (#1793) 
* update

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* merge with poolformer, initial version

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* Stem/Downsample rework

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* try NHWC

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* Squashed commit of the following:

commit b7696a30a7
Author: Fredo Guan <fredo.guan@hotmail.com>
Date:   Fri Feb 10 01:46:44 2023 -0800

    Update metaformers.py

commit 41fe5c3626
Author: Fredo Guan <fredo.guan@hotmail.com>
Date:   Fri Feb 10 01:03:47 2023 -0800

    Update metaformers.py

commit a3aee37c35
Author: Fredo Guan <fredo.guan@hotmail.com>
Date:   Fri Feb 10 00:32:04 2023 -0800

    Update metaformers.py

commit f938beb81b
Author: Fredo Guan <fredo.guan@hotmail.com>
Date:   Fri Feb 10 00:24:58 2023 -0800

    Update metaformers.py

commit 10bde717e5
Author: Fredo Guan <fredo.guan@hotmail.com>
Date:   Sun Feb 5 02:11:28 2023 -0800

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commit 39274bd45e
Author: Fredo Guan <fredo.guan@hotmail.com>
Date:   Sun Feb 5 02:06:58 2023 -0800

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commit a2329ab8ec
Author: Fredo Guan <fredo.guan@hotmail.com>
Date:   Sun Feb 5 02:03:34 2023 -0800

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commit 53b8ce5b8a
Author: Fredo Guan <fredo.guan@hotmail.com>
Date:   Sun Feb 5 02:02:37 2023 -0800

    Update metaformers.py

commit ab6225b941
Author: Fredo Guan <fredo.guan@hotmail.com>
Date:   Sun Feb 5 01:04:55 2023 -0800

    try NHWC

commit 02fcc30eaa
Author: Fredo Guan <fredo.guan@hotmail.com>
Date:   Sat Feb 4 23:47:06 2023 -0800

    Update metaformers.py

commit 366aae9304
Author: Fredo Guan <fredo.guan@hotmail.com>
Date:   Sat Feb 4 23:37:30 2023 -0800

    Stem/Downsample rework

commit 26a8e481a5
Author: Fredo Guan <fredo.guan@hotmail.com>
Date:   Wed Feb 1 07:42:07 2023 -0800

    Update metaformers.py

commit a913f5d438
Author: Fredo Guan <fredo.guan@hotmail.com>
Date:   Wed Feb 1 07:41:24 2023 -0800

    Update metaformers.py

* Update metaformers.py

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* channels first for whole network

* Channels first

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* 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

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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

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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 c0560cbf22 version 0.8.20dev0 2023-04-21 16:57:32 -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 2aabaef039
Merge pull request #1784 from huggingface/wip-voidbag-accumulate-grad 
Accumulate gradients (adding to #1659)
 2023-04-20 08:15:28 -07:00
Ross Wightman f4825a09ef
Merge pull request #212 from bryant1410/patch-1 
Fix MultiEpochsDataLoader when there's no batching
 2023-04-20 07:09:27 -07:00
Ross Wightman 4cd7fb88b2 clip gradients with update 2023-04-19 23:36:20 -07:00
Ross Wightman df81d8d85b Cleanup gradient accumulation, fix a few issues, a few other small cleanups in related code. 2023-04-19 23:11:00 -07:00
Ross Wightman ab7ca62a6e Merge branch 'main' of github.com:rwightman/pytorch-image-models into wip-voidbag-accumulate-grad 2023-04-19 11:08:12 -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 aef6e562e4 Add onnx utils and export code, tweak padding and conv2d_same for better dynamic export with recent PyTorch 2023-04-11 17:03:57 -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 b17abd35b2 Version 0.8.19dev0 2023-04-05 16:37:16 -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 7501972cd6 Version 0.8.18dev0 2023-03-31 16:51:26 -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