Ross Wightman
a28117ea46
Add tiered narrow ResNet (tn) and weights for seresnext26tn_32x4d
5 years ago
Ross Wightman
833066b540
A few minor things in SplitBN
5 years ago
Ross Wightman
7547119891
Add SplitBatchNorm. AugMix, Rand/AutoAugment, Split (Aux) BatchNorm, Jensen-Shannon Divergence, RandomErasing all working together
5 years ago
Ross Wightman
ec0dd4053a
Add updated RandAugment trained EfficientNet-B0 trained weights from @michaelklachko
5 years ago
Ross Wightman
40fea63ebe
Add checkpoint averaging script. Add headers, shebangs, exec perms to all scripts
5 years ago
Ross Wightman
53001dd292
ResNet / Res2Net additions:
...
* ResNet torchscript compat
* output_stride arg supported to limit network stride via dilations (support for dilation added to Res2Net)
* allow activation layer to be changed via act_layer arg
5 years ago
Ross Wightman
f96b3e5e92
InceptionResNetV2 torchscript compatible
5 years ago
Ross Wightman
19d93fe454
Add selecsls60 weights
5 years ago
Ross Wightman
0062c15fb0
Update checkpoint url with modelzoo compatible ones.
5 years ago
Ross Wightman
b5315e66b5
Streamline SelecSLS model without breaking checkpoint compat. Move cfg handling out of model class. Update feature/pooling behaviour to match current.
5 years ago
Ross Wightman
d59a756c16
Run PyCharm autoformat on selecsls and change mix cap variables and model names to all lower
5 years ago
Ross Wightman
fb3a0f4bb8
Merge pull request #65 from mehtadushy/selecsls
...
Incorporate SelecSLS Models
5 years ago
Ross Wightman
19fc205a4d
Update comments on the new SE-ResNeXt26 models
5 years ago
Ross Wightman
acc3ed2b8c
Add EfficientNet-B3 weights, trained from scratch with RA.
5 years ago
Dushyant Mehta
2404361f62
correct asset paths
5 years ago
Dushyant Mehta
31939311f6
Added SelecSLS models
5 years ago
rwightman
1f4498f217
Add ResNet deep tiered stem and model weights for seresnext26t_32x4d and seresnext26d_32x4d
5 years ago
Dushyant Mehta
32012a44fd
Added SelecSLS model
5 years ago
Ross Wightman
73b78459dc
Add update RandAugment MixNet-XL weights
5 years ago
Ross Wightman
ff421e5e09
New PyTorch trained EfficientNet-B2 weights with my RandAugment impl
5 years ago
Ross Wightman
3bef524f9c
Finish with HRNet, weights and models updated. Improve consistency in model classifier/global pool treatment.
5 years ago
Ross Wightman
6ca0828166
Update EfficientNet comments, MobileNetV3 non-TF create fns, fix factory arg checks, bump PyTorch version req to 1.2
5 years ago
Ross Wightman
eccbadca74
Update EfficientNet comments
5 years ago
Ross Wightman
902d32fb16
Renamed gen_efficientnet.py -> efficientnet.py
5 years ago
Ross Wightman
5a0a8de7e3
ResNet updates:
...
* remove redundant GluonResNet model/blocks and use the code in ResNet for Gluon weights
* change SEModules back to using AdaptiveAvgPool instead of mean, PyTorch issue long fixed
5 years ago
Ross Wightman
a39cc43374
Bring EfficientNet and MobileNetV3 up to date with my gen-efficientnet repo
...
* Split MobileNetV3 and EfficientNet model files and put builder and blocks in own files (getting too large)
* Finalize CondConv EfficientNet variant
* Add the AdvProp weights files and B8 EfficientNet model
* Refine the feature extraction module for EfficientNet and MobileNetV3
5 years ago
Ross Wightman
ad93347548
Initial HRNet classification model commit
5 years ago
Ross Wightman
2393708650
Missed stashing of out_indices in model
5 years ago
Ross Wightman
35e8f0c5e7
Fixup a few comments, add PyTorch version aware Flatten and finish as_sequential for GenEfficientNet
5 years ago
Ross Wightman
7ac6db4543
Missed activations.py
5 years ago
Ross Wightman
506df0e3d0
Add CondConv support for EfficientNet into WIP for GenEfficientNet Feature extraction setup
5 years ago
Ross Wightman
576d360f20
Bring in JIT version of optimized swish activation from gen_efficientnet as default (while working on feature extraction functionality here).
5 years ago
Ross Wightman
7b83e67f77
Pass drop connect arg through to EfficientNet models
5 years ago
Ross Wightman
0d58c50fb1
Add TF RandAug weights for B5/B7 EfficientNet models.
5 years ago
Ross Wightman
c099374771
Map pretrained checkpoint to cpu to avoid issue with some pretrained checkpoints still having CUDA tensors. Fixes #42
5 years ago
Ross Wightman
b93fcf0708
Add Facebook Research Semi-Supervised and Semi-Weakly Supervised ResNet model weights.
5 years ago
Ross Wightman
a9eb484835
Add memory efficient Swish impl
5 years ago
rwightman
d3ba34ee7e
Fix Mobilenet V3 model name for sotabench. Minor res2net cleanup.
5 years ago
Ross Wightman
2680ad14bb
Add Res2Net and DLA to README
5 years ago
rwightman
adbf770f16
Add Res2Net and DLA models w/ pretrained weights. Update sotabench.
5 years ago
Ross Wightman
aff194f42c
Merge pull request #32 from rwightman/opt
...
More optimizer work
5 years ago
Ross Wightman
3d9c8a6489
Add support for new AMP checkpointing support w/ amp.state_dict
5 years ago
Ross Wightman
e9d2ec4d8e
Merge pull request #31 from rwightman/opt
...
Optimizers and more
5 years ago
Ross Wightman
fac58f609a
Add RAdam, NovoGrad, Lookahead, and AdamW optimizers, a few ResNet tweaks and scheduler factory tweak.
...
* Add some of the trendy new optimizers. Decent results but not clearly better than the standards.
* Can create a None scheduler for constant LR
* ResNet defaults to zero_init of last BN in residual
* add resnet50d config
5 years ago
Ross Wightman
81875d52a6
Update sotabench model list, add Mean-Max pooling DPN variants, disable download progress
5 years ago
Ross Wightman
73fbd97ed4
Add weights for my MixNet-XL creation, include README updates for EdgeTPU models
5 years ago
Ross Wightman
51a2375b0c
Experimenting with a custom MixNet-XL and MixNet-XXL definition
5 years ago
Ross Wightman
9ec6824bab
Finally got around to adding EdgeTPU EfficientNet variant
5 years ago
Ross Wightman
aeaaad7304
Merge pull request #24 from rwightman/gluon_xception
...
Port Gluon Aligned Xception models
5 years ago
Ross Wightman
3b4868f6dc
A few more additions to Gluon Xception models to match interface of others.
5 years ago
Ross Wightman
4d505e0785
Add working Gluon Xception-65 model. Some cleanup still needed.
5 years ago
Minqin Chen
4e7a854dd0
Update helpers.py
...
Fixing out of memory error by loading the checkpoint onto the CPU.
5 years ago
Ross Wightman
4fe2da558c
Add MixNet Small and Large PyTorch native weights (no same padding)
5 years ago
Ross Wightman
e879cf52fa
Update validation scores for new TF EfficientNet weights.
5 years ago
Ross Wightman
77e2e0c4e3
Add new auto-augmentation Tensorflow EfficientNet weights, incl B6 and B7 models. Validation scores still pending but looking good.
5 years ago
Ross Wightman
857f33015a
Add native PyTorch weights for MixNet-Medium with no SAME padding necessary. Remove unused block of code.
5 years ago
Ross Wightman
d4debe6597
Update version, results csv files, and move remaining dropbox weights to github
5 years ago
Ross Wightman
dfa9298b4e
Add MixNet ( https://arxiv.org/abs/1907.09595 ) with pretrained weights converted from Tensorflow impl
...
* refactor 'same' convolution and add helper to use MixedConv2d when needed
* improve performance of 'same' padding for cases that can be handled statically
* add support for extra exp, pw, and dw kernel specs with grouping support to decoder/string defs for MixNet
* shuffle some args for a bit more consistency, a little less clutter overall in gen_efficientnet.py
5 years ago
Ross Wightman
d6ac5bbc48
EfficientNet and related cleanup
...
* remove folded_bn support and corresponding untrainable tflite ported weights
* combine bn args into dict
* add inplace support to activations and use where possible for reduced mem on large models
5 years ago
Ross Wightman
3d9be78fc6
A bit more ResNet cleanup.
...
* add inplace=True back
* minor comment improvements
* few clarity changes
5 years ago
Ross Wightman
33436fafad
Add weights for ResNeXt50d model
5 years ago
Ross Wightman
e78cd79073
Move ResNet additions for Gluon into main ResNet impl. Add ResNet-26 and ResNet-26d models with weights.
5 years ago
Ross Wightman
949b7a81c4
Fix typo in Densenet default resolutions
5 years ago
Ross Wightman
da52fcf78a
Add NASNet-Large model
5 years ago
Ross Wightman
6057496409
Register dpn107
5 years ago
Ross Wightman
a6878b5218
Fix DPN config keys that I broke
5 years ago
Ross Wightman
9b0070edc9
Add two comments back, fix typo
5 years ago
Ross Wightman
c3287aafb3
Slight improvement in EfficientNet-B2 native PyTorch weights
5 years ago
Ross Wightman
b8762cc67d
Model updates. Add my best ResNet50 weights top-1=78.47. Add some other torchvision weights.
...
* Remove some models that don't exist as pretrained an likely never will (se)resnext152
* Add some torchvision weights as tv_ for models that I have added better weights for
* Add wide resnet recently added to torchvision along with resnext101-32x8d
* Add functionality to model registry to allow filtering on pretrained weight presence
5 years ago
Ross Wightman
c6b32cbe73
A number of tweaks to arguments, epoch handling, config
...
* reorganize train args
* allow resolve_data_config to be used with dict args, not just arparse
* stop incrementing epoch before save, more consistent naming vs csv, etc
* update resume and start epoch handling to match above
* stop auto-incrementing epoch in scheduler
5 years ago
Ross Wightman
9d653b68a2
Make drop_connect rate scaling match official impl. Fixes #14
5 years ago
Ross Wightman
13c19e213d
Add native PyTorch EfficientNet B1 and B2 weights. Not quite where I want them, but hitting the brick wall and moving on to other projects...
5 years ago
Ross Wightman
a0275cfa2f
Fix arg positions in two entrypoint aliases
5 years ago
Ross Wightman
171c0b88b6
Add model registry and model listing fns, refactor model_factory/create_model fn
5 years ago
Ross Wightman
8512436436
Add instagram pretrained ResNeXt models from https://pytorch.org/hub/facebookresearch_WSL-Images_resnext/ , update README
5 years ago
Ross Wightman
87b92c528e
Some pretrianed URL changes
...
* host some of Cadene's weights on github instead of .fr for speed
* add my old port of ensemble adversarial inception resnet v2
* switch to my TF port of normal inception res v2 and change FC layer back to 'classif' for compat with ens_adv
5 years ago
Ross Wightman
63961b36a2
Missed pnasnet entrypoint
5 years ago
Ross Wightman
6cc214bd7a
Consistency in model entrypoints
...
* move pretrained entrypoint arg to first pos to be closer to torchvision/hub
* change DPN weight URLS to my github location
5 years ago
Ross Wightman
6fc886acaf
Remove all prints, change most to logging calls, tweak alignment of batch logs, improve setup.py
5 years ago
Ross Wightman
aa4354f466
Big re-org, working towards making pip/module as 'timm'
5 years ago