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930 Commits

Author SHA1 Message Date
Ross Wightman
58ba49c8ef Add MobileViT models (w/ ByobNet base). Close #1038. 2022-01-31 15:39:34 -08:00
Ross Wightman
5f81d4de23 Move DeiT to own file, vit getting crowded. Working towards fixing #1029, make pooling interface for transformers and mlp closer to convnets. Still working through some details... 2022-01-26 22:53:57 -08:00
ayasyrev
cf57695938 sched noise dup code remove 2022-01-26 11:53:08 +03:00
Ross Wightman
95cfc9b3e8 Merge remote-tracking branch 'origin/master' into norm_norm_norm 2022-01-25 22:20:45 -08:00
Ross Wightman
abc9ba2544 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
Ross Wightman
07379c6d5d Add vit_base2_patch32_256 for a model between base_patch16 and patch32 with a slightly larger img size and width 2022-01-24 14:46:47 -08:00
Ross Wightman
447677616f version 0.5.5 2022-01-20 21:18:30 -08:00
Ross Wightman
83b40c5a58 Last batch of small model weights (for now). mobilenetv3_small 050/075/100 and updated mnasnet_small with lambc/lamb optimizer. 2022-01-19 10:02:02 -08:00
Mi-Peng
cdcd0a92ca fix lars 2022-01-19 17:49:43 +08:00
Ross Wightman
1aa617cb3b Add AvgPool2d anti-aliasing support to ResNet arch (as per OpenAI CLIP models), add a few blur aa models as well 2022-01-18 21:57:24 -08:00
Ross Wightman
f0f9eccda8 Add --fuser arg to train/validate/benchmark scripts to select jit fuser type 2022-01-17 13:54:25 -08:00
Ross Wightman
010b486590 Add Dino pretrained weights (no head) for vit models. Add support to tests and helpers for models w/ no classifier (num_classes=0 in pretrained cfg) 2022-01-17 12:20:02 -08:00
Ross Wightman
738a9cd635 unbiased=False for torch.var_mean path of ConvNeXt LN. Fix #1090 2022-01-17 09:25:06 -08:00
Ross Wightman
e0c4eec4b6 Default conv_mlp to False across the board for ConvNeXt, causing issues on more setups than it's improving right now... 2022-01-16 14:20:08 -08:00
Ross Wightman
b669f4a588 Add ConvNeXt 22k->1k fine-tuned and 384 22k-1k fine-tuned weights after testing 2022-01-15 15:44:36 -08:00
Ross Wightman
e967c72875 Update REAMDE.md. Sneak in g/G (giant / gigantic?) ViT defs from scaling paper 2022-01-14 16:28:27 -08:00
Ross Wightman
9ca3437178 Add some more small model weights lcnet, mnas, mnv2 2022-01-14 16:28:27 -08:00
Ross Wightman
fa6463c936 Version 0.5.4 2022-01-14 16:28:27 -08:00
Ross Wightman
fa81164378 Fix stem width for really small mobilenetv3 arch defs 2022-01-14 16:28:27 -08:00
Ross Wightman
edd3d73695 Add missing dropout for head reset in ConvNeXt default head 2022-01-14 16:28:27 -08:00
Ross Wightman
b093dcb46d Some convnext cleanup, remove in place mul_ for gamma, breaking symbolic trace, cleanup head a bit... 2022-01-14 16:28:27 -08:00
Ross Wightman
18934debc5 Add initial ConvNeXt impl (mods of official code) 2022-01-14 16:28:27 -08:00
Ross Wightman
656757d26b Fix MobileNetV2 head conv size for multiplier < 1.0. Add some missing modification copyrights, fix starting date of some old ones. 2022-01-14 16:28:27 -08:00
Ross Wightman
ccfeb06936 Fix out_indices handling breakage, should have left as per vgg approach. 2022-01-07 19:30:51 -08:00
Ross Wightman
a9f91483a6 Fix #1078, DarkNet has 6 feature maps. Make vgg and darknet out_indices handling/comments equivalent 2022-01-07 15:08:32 -08:00
Ross Wightman
c21b21660d visformer supports spatial feat map, update pool_size in pretrained cfg to match 2022-01-07 14:31:43 -08:00
Ross Wightman
9c11dfd9cb Fix fbnetv3 pretrained cfg changes 2022-01-07 14:09:50 -08:00
Ross Wightman
1406cddc2e FBNetV3 timm trained weights added for b/d/g variants. Update version to 0.5.2 for pypi release. 2022-01-07 12:05:08 -08:00
Ross Wightman
02ae11e526 Leaving repeat aug sampler indices as tensor thrashes worker shared process memory 2022-01-06 22:33:09 -08:00
Ross Wightman
4df51f3932 Add lcnet_100 and mnasnet_small weights 2022-01-06 22:21:05 -08:00
Ross Wightman
5ccf682a8f Remove deprecated bn-tf train arg and create_model handler. Add evos/evob models back into fx test filter until norm_norm_norm branch merged. 2022-01-06 18:08:39 -08:00
Ross Wightman
b9a715c86a Add more small model defs for MobileNetV3/V2/LCNet 2022-01-06 16:06:43 -08:00
Ross Wightman
b27c21b09a Update drop_path and drop_block (fast impl) to be symbolically traceable, slightly faster 2022-01-06 16:04:58 -08:00
Ross Wightman
214c84a235 Disable use of timm nn.Linear wrapper since AMP autocast + torchscript use appears fixed 2022-01-06 16:01:51 -08:00
Ross Wightman
72b57163d1 Merge branch 'master' of https://github.com/mrT23/pytorch-image-models into mrT23-master 2022-01-06 13:57:16 -08:00
Ross Wightman
de5fa791c6 Merge branch 'master' into norm_norm_norm 2022-01-03 11:37:00 -08:00
Ross Wightman
26ff57f953 Add more small model defs for MobileNetV3/V2/LCNet 2022-01-03 11:30:54 -08:00
Hyeongchan Kim
a0b2657497
Use torch.repeat_interleave() to generate repeated indices faster (#1058) 
* update: use numpy to generate repeated indices faster

* update: use torch.repeat_interleave() instead of np.repeat()

* refactor: remove unused import, numpy

* refactor: torch.range to torch.arange

* update: tensor to list before appending the extra samples

* update: concatenate the paddings with torch.cat
 2022-01-02 14:01:06 -08:00
Ross Wightman
450ac6a0f5 Post merge tinynet fixes for pool_size, feature extraction 2021-12-21 23:51:54 -08:00
Ross Wightman
a04164cd75 Merge branch 'tinynet' of https://github.com/rsomani95/pytorch-image-models into rsomani95-tinynet 2021-12-21 22:45:56 -08:00
Ross Wightman
8a93ce6ee3 Fix regnetv/w tests, refactor regnet generator code a bit 2021-12-16 17:08:25 -08:00
Ross Wightman
4dec8c8087 Fix skip path regression for updated EfficientNet and RegNet def. Add Pre-Act RegNet support (experimental). Remove BN-TF flag. Add efficientnet_b0_g8_gn model. 2021-12-16 14:53:57 -08:00
Ross Wightman
a52a614475 Remove layer experiment which should not have been added 2021-12-14 14:29:32 -08:00
Ross Wightman
ab49d275de Significant norm update 
* ConvBnAct layer renamed -> ConvNormAct and ConvNormActAa for anti-aliased
* Significant update to EfficientNet and MobileNetV3 arch to support NormAct layers and grouped conv (as alternative to depthwise)
* Update RegNet to add Z variant
* Add Pre variant of XceptionAligned that works with NormAct layers
* EvoNorm matches bits_and_tpu branch for merge
 2021-12-14 13:48:30 -08:00
Rahul Somani
31bcd36e46 add tinynet models 2021-12-14 19:34:04 +05:30
KAI ZHAO
b4b8d1ec18 fix hard-coded strides 2021-12-14 17:22:54 +08:00
Ross Wightman
d04f2f1377 Update drop_path and drop_block (fast impl) to be symbolically traceable, slightly faster 2021-12-05 15:36:56 -08:00
Ross Wightman
834a9ec721 Disable use of timm nn.Linear wrapper since AMP autocast + torchscript use appears fixed 2021-12-01 14:58:09 -08:00
Ross Wightman
78912b6375 Updated EvoNorm implementations with some experimentation. Add FilterResponseNorm. Updated RegnetZ and ResNetV2 model defs for trials. 2021-12-01 12:09:01 -08:00
Ross Wightman
55adfbeb8d Add commented code to increase open file limit via Python (for TFDS dataset building) 2021-11-30 17:02:27 -08:00