Ross Wightman
ec6921fcb0
MaxVit, ViT, ConvNeXt, and EfficientNet-v2 updates
...
* Add support for TF weights and modelling specifics to MaxVit (testing ported weights)
* More fine-tuned CLIP ViT configs
* ConvNeXt and MaxVit updated to new pretrained cfgs use
* EfficientNetV2, MaxVit and ConvNeXt high res models use squash crop/resize
2 years ago
Ross Wightman
0ed0cc7eba
Add crop_mode for pretraind config / image transforms. Add support for dynamo compilation to benchmark/train/validate
2 years ago
Ross Wightman
f6e0a848d0
Add two more FT clip weights
2 years ago
Ross Wightman
884a0f1a12
Add openai b32 ft
2 years ago
Ross Wightman
2c80da3b9a
Adding more clip ft variants
2 years ago
Ross Wightman
da2de0de95
CLIP B16 12k weights added
2 years ago
Ross Wightman
b2897f5ea6
Add clip b16 384x384 finetunes
2 years ago
Ross Wightman
092287436e
Add fine-tuned B/16 224x224 in1k clip models
2 years ago
Ross Wightman
d3415e3134
Add latest CLIP ViT fine-tune pretrained configs / model entrypt updates
2 years ago
Ross Wightman
2eb825c014
Add missing model config
2 years ago
Ross Wightman
0761ce7a1b
Updating vit model defs for mult-weight support trial (vit first). Prepping for CLIP (laion2b and openai) fine-tuned weights.
2 years ago
Ross Wightman
ebb99a1f8d
Initial multi-weight support, handled so old pretraing config handling co-exists with new tags.
2 years ago
Ross Wightman
6635bc3f7d
Merge pull request #1479 from rwightman/script_cleanup
...
Train / val script enhancements, non-GPU (ie CPU) device support, HF datasets support, TFDS/WDS dataloading improvements
2 years ago
Ross Wightman
0e6023f032
Merge pull request #1381 from ChristophReich1996/master
...
Fix typo in PositionalEncodingFourier
2 years ago
Ross Wightman
66f4af7090
Merge remote-tracking branch 'origin/master' into script_cleanup
2 years ago
Ross Wightman
9914f744dc
Add more maxxvit weights includ ConvNeXt conv block based experiments.
2 years ago
Mohamed Rashad
8fda68aff6
Fix repo id bug
...
This to fix this issue #1482
2 years ago
Ross Wightman
1199c5a1a4
clip_laion2b models need 1e-5 eps for LayerNorm
2 years ago
Ross Wightman
e858912e0c
Add brute-force checkpoint remapping option
2 years ago
Ross Wightman
b293dfa595
Add CL SE module
2 years ago
Ross Wightman
a383ef99f5
Make huggingface_hub necessary if it's the only source for a pretrained weight
2 years ago
Ross Wightman
e069249a2d
Add hf hub entries for laion2b clip models, add huggingface_hub dependency, update some setup/reqs, torch >= 1.7
2 years ago
Ross Wightman
9d65557be3
Fix errant import
2 years ago
Ross Wightman
9709dbaaa9
Adding support for fine-tune CLIP LAION-2B image tower weights for B/32, L/14, H/14 and g/14. Still WIP
2 years ago
Ross Wightman
a520da9b49
Update tresnet features_info for v2
2 years ago
Ross Wightman
c8ab747bf4
BEiT-V2 checkpoints didn't remove 'module' from weights, adapt checkpoint filter
2 years ago
Ross Wightman
73049dc2aa
Fix type in dla weight update
2 years ago
Ross Wightman
e11efa872d
Update a bunch of weights with external links to timm release assets. Fixes issue with *aliyuncs.com returning forbidden. Did pickle scan / verify and re-hash. Add TresNet-V2-L weights.
2 years ago
Ross Wightman
fa8c84eede
Update maxvit_tiny_256 weight to better iter, add coatnet / maxvit / maxxvit model defs for future runs
2 years ago
Ross Wightman
c1b3cea19d
Add maxvit_rmlp_tiny_rw_256 model def and weights w/ 84.2 top-1 @ 256, 84.8 @ 320
2 years ago
Ross Wightman
914544fc81
Add beitv2 224x224 checkpoints from https://github.com/microsoft/unilm/tree/master/beit2
2 years ago
Ross Wightman
dc90816f26
Add `maxvit_tiny_rw_224` weights 83.5 @ 224 and `maxvit_rmlp_pico_rw_256` relpos weights, 80.5 @ 256, 81.3 @ 320
2 years ago
Ross Wightman
f489f02ad1
Make gcvit window size ratio based to improve resolution changing support #1449 . Change default init to original.
2 years ago
Ross Wightman
7f1b223c02
Add maxvit_rmlp_nano_rw_256 model def & weights, make window/grid size dynamic wrt img_size by default
2 years ago
Ross Wightman
e6a4361306
pretrained_cfg entry for mvitv2_small_cls
2 years ago
Ross Wightman
f66e5f0e35
Fix class token support in MViT-V2, add small_class variant to ensure it's tested. Fix #1443
2 years ago
Ross Wightman
f1d2160d85
Update a few maxxvit comments, rename PartitionAttention -> PartitionAttenionCl for consistency with other blocks
2 years ago
Ross Wightman
eca6f0a25c
Fix syntax error (extra dataclass comma) in maxxvit.py
2 years ago
Ross Wightman
ff6a919cf5
Add --fast-norm arg to benchmark.py, train.py, validate.py
2 years ago
Ross Wightman
769ab4b98a
Clean up no_grad for trunc normal weight inits
2 years ago
Ross Wightman
48e1df8b37
Add norm/norm_act header comments
2 years ago
Ross Wightman
7c2660576d
Tweak init for convnext block using maxxvit/coatnext.
2 years ago
Ross Wightman
1d8d6f6072
Fix two default args in DenseNet blocks... fix #1427
2 years ago
Ross Wightman
527f9a4cb2
Updated to correct maxvit_nano weights...
2 years ago
Ross Wightman
b2e8426fca
Make k=stride=2 ('avg2') pooling default for coatnet/maxvit. Add weight links. Rename 'combined' partition to 'parallel'.
2 years ago
Ross Wightman
837c68263b
For ConvNeXt, use timm internal LayerNorm for fast_norm in non conv_mlp mode
2 years ago
Ross Wightman
cac0a4570a
More test fixes, pool size for 256x256 maxvit models
2 years ago
Ross Wightman
e939ed19b9
Rename internal creation fn for maxvit, has not been just coatnet for a while...
2 years ago
Ross Wightman
ffaf97f813
MaxxVit! A very configurable MaxVit and CoAtNet impl with lots of goodies..
2 years ago
Ross Wightman
8c9696c9df
More model and test fixes
2 years ago