Ross Wightman
c6e4b7895a
Swin V2 CR impl refactor.
...
* reformat and change some naming so closer to existing timm vision transformers
* remove typing that wasn't adding clarity (or causing torchscript issues)
* support non-square windows
* auto window size adjust from image size
* post-norm + main-branch no
3 years ago
Christoph Reich
67d140446b
Fix bug in classification head
3 years ago
Christoph Reich
29add820ac
Refactor (back to relative imports)
3 years ago
Christoph Reich
74a04e0016
Add parameter to change normalization type
3 years ago
Christoph Reich
2a4f6c13dd
Create model functions
3 years ago
Christoph Reich
87b4d7a29a
Add get and reset classifier method
3 years ago
Christoph Reich
ff5f6bcd6c
Check input resolution
3 years ago
Christoph Reich
81bf0b4033
Change parameter names to match Swin V1
3 years ago
Christoph Reich
f227b88831
Add initials (CR) to model and file
3 years ago
Christoph Reich
90dc74c450
Add code from https://github.com/ChristophReich1996/Swin-Transformer-V2 and change docstring style to match timm
3 years ago
Ross Wightman
07379c6d5d
Add vit_base2_patch32_256 for a model between base_patch16 and patch32 with a slightly larger img size and width
3 years ago
Ross Wightman
447677616f
version 0.5.5
3 years ago
Ross Wightman
83b40c5a58
Last batch of small model weights (for now). mobilenetv3_small 050/075/100 and updated mnasnet_small with lambc/lamb optimizer.
3 years ago
Mi-Peng
cdcd0a92ca
fix lars
3 years ago
Ross Wightman
1aa617cb3b
Add AvgPool2d anti-aliasing support to ResNet arch (as per OpenAI CLIP models), add a few blur aa models as well
3 years ago
Ross Wightman
f0f9eccda8
Add --fuser arg to train/validate/benchmark scripts to select jit fuser type
3 years ago
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)
3 years ago
Ross Wightman
738a9cd635
unbiased=False for torch.var_mean path of ConvNeXt LN. Fix #1090
3 years ago
Ross Wightman
e0c4eec4b6
Default conv_mlp to False across the board for ConvNeXt, causing issues on more setups than it's improving right now...
3 years ago
Ross Wightman
b669f4a588
Add ConvNeXt 22k->1k fine-tuned and 384 22k-1k fine-tuned weights after testing
3 years ago
Ross Wightman
e967c72875
Update REAMDE.md. Sneak in g/G (giant / gigantic?) ViT defs from scaling paper
3 years ago
Ross Wightman
9ca3437178
Add some more small model weights lcnet, mnas, mnv2
3 years ago
Ross Wightman
fa6463c936
Version 0.5.4
3 years ago
Ross Wightman
fa81164378
Fix stem width for really small mobilenetv3 arch defs
3 years ago
Ross Wightman
edd3d73695
Add missing dropout for head reset in ConvNeXt default head
3 years ago
Ross Wightman
b093dcb46d
Some convnext cleanup, remove in place mul_ for gamma, breaking symbolic trace, cleanup head a bit...
3 years ago
Ross Wightman
18934debc5
Add initial ConvNeXt impl (mods of official code)
3 years ago
Ross Wightman
656757d26b
Fix MobileNetV2 head conv size for multiplier < 1.0. Add some missing modification copyrights, fix starting date of some old ones.
3 years ago
Ross Wightman
ccfeb06936
Fix out_indices handling breakage, should have left as per vgg approach.
3 years ago
Ross Wightman
a9f91483a6
Fix #1078 , DarkNet has 6 feature maps. Make vgg and darknet out_indices handling/comments equivalent
3 years ago
Ross Wightman
c21b21660d
visformer supports spatial feat map, update pool_size in pretrained cfg to match
3 years ago
Ross Wightman
9c11dfd9cb
Fix fbnetv3 pretrained cfg changes
3 years ago
Ross Wightman
1406cddc2e
FBNetV3 timm trained weights added for b/d/g variants. Update version to 0.5.2 for pypi release.
3 years ago
Ross Wightman
02ae11e526
Leaving repeat aug sampler indices as tensor thrashes worker shared process memory
3 years ago
Ross Wightman
4df51f3932
Add lcnet_100 and mnasnet_small weights
3 years ago
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.
3 years ago
Ross Wightman
b9a715c86a
Add more small model defs for MobileNetV3/V2/LCNet
3 years ago
Ross Wightman
b27c21b09a
Update drop_path and drop_block (fast impl) to be symbolically traceable, slightly faster
3 years ago
Ross Wightman
214c84a235
Disable use of timm nn.Linear wrapper since AMP autocast + torchscript use appears fixed
3 years ago
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
3 years ago
Ross Wightman
450ac6a0f5
Post merge tinynet fixes for pool_size, feature extraction
3 years ago
Ross Wightman
a04164cd75
Merge branch 'tinynet' of https://github.com/rsomani95/pytorch-image-models into rsomani95-tinynet
3 years ago
Rahul Somani
31bcd36e46
add tinynet models
3 years ago
KAI ZHAO
b4b8d1ec18
fix hard-coded strides
3 years ago
Ross Wightman
3dc71695bf
Merge pull request #989 from martinsbruveris/feat/resmlp-dino
...
Added DINO pretrained ResMLP models.
3 years ago
Ross Wightman
480c676ffa
Fix FX breaking assert in evonorm
3 years ago
Martins Bruveris
85c5ff26d7
Added DINO pretrained ResMLP models.
3 years ago
Ross Wightman
d633a014e6
Post merge cleanup. Fix potential security issue passing kwargs directly through to serialized web data.
3 years ago
Nathan Raw
b18c9e323b
Update helpers.py
3 years ago
Nathan Raw
308d0b9554
Merge branch 'master' into hf-save-and-push
3 years ago