3d9c8a6489
Add support for new AMP checkpointing support w/ amp.state_dict
5 years ago
ba3c97c3ad
Some Lookahead cleanup and fixes
5 years ago
5c6da1c55a
Experiment with sotabench model_description field.
5 years ago
e9d2ec4d8e
Merge pull request #31 from rwightman/opt
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Optimizers and more
5 years ago
fac58f609a
Add RAdam, NovoGrad, Lookahead, and AdamW optimizers, a few ResNet tweaks and scheduler factory tweak.
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* 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
81875d52a6
Update sotabench model list, add Mean-Max pooling DPN variants, disable download progress
5 years ago
f37e633e9b
Merge remote-tracking branch 'origin/re-exp' into opt
5 years ago
b06dce8d71
Bump version for next push to pypi
5 years ago
32a0ca03c8
Update csv results files
5 years ago
dc0630fd94
Merge pull request #30 from rwightman/mixnet_xl
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MixNet-XL
5 years ago
73fbd97ed4
Add weights for my MixNet-XL creation, include README updates for EdgeTPU models
5 years ago
51a2375b0c
Experimenting with a custom MixNet-XL and MixNet-XXL definition
5 years ago
9816ca3ab4
Add EdgeTPU models to sotabench, remove some unicode chars from model names
5 years ago
9ec6824bab
Finally got around to adding EdgeTPU EfficientNet variant
5 years ago
daeaa113e2
Add initial sotabench attempt. Split create_transform out of create_loader. Update requirements.txt
5 years ago
66634d2200
Add support to split random erasing blocks into randomly selected number with --recount arg. Fix random selection of aspect ratios.
5 years ago
6946281fde
Experimenting with random erasing changes
5 years ago
aeaaad7304
Merge pull request #24 from rwightman/gluon_xception
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Port Gluon Aligned Xception models
5 years ago
3b4868f6dc
A few more additions to Gluon Xception models to match interface of others.
5 years ago
f937e2a600
Merge pull request #23 from aovoc/patch-1
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Update helpers.py
5 years ago
4d505e0785
Add working Gluon Xception-65 model. Some cleanup still needed.
5 years ago
4e7a854dd0
Update helpers.py
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Fixing out of memory error by loading the checkpoint onto the CPU.
5 years ago
0c874195db
Update results csv files, bump version for timm pip release
5 years ago
9b35818811
Update README.md
5 years ago
4fe2da558c
Add MixNet Small and Large PyTorch native weights (no same padding)
5 years ago
15e66863b1
Update README.md
5 years ago
e879cf52fa
Update validation scores for new TF EfficientNet weights.
5 years ago
b35050a144
Update README.md
5 years ago
77e2e0c4e3
Add new auto-augmentation Tensorflow EfficientNet weights, incl B6 and B7 models. Validation scores still pending but looking good.
5 years ago
857f33015a
Add native PyTorch weights for MixNet-Medium with no SAME padding necessary. Remove unused block of code.
5 years ago
e7c8a37334
Make min-lr and cooldown-epochs cmdline args, change dash in color_jitter arg for consistency
5 years ago
d4debe6597
Update version, results csv files, and move remaining dropbox weights to github
5 years ago
dfa9298b4e
Add MixNet ( https://arxiv.org/abs/1907.09595 ) with pretrained weights converted from Tensorflow impl
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* 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
7a92caa560
Add basic image folder style dataset to read directly out of tar files, example in validate.py
5 years ago
d6ac5bbc48
EfficientNet and related cleanup
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* 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
6 years ago
c11973602d
Merge pull request #19 from rwightman/resnet-refactor
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Resnet refactoring
6 years ago
d97510fd4a
Add new results csv and update README with 3 new ResNet weight results
6 years ago
3d9be78fc6
A bit more ResNet cleanup.
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* add inplace=True back
* minor comment improvements
* few clarity changes
6 years ago
33436fafad
Add weights for ResNeXt50d model
6 years ago
e78cd79073
Move ResNet additions for Gluon into main ResNet impl. Add ResNet-26 and ResNet-26d models with weights.
6 years ago
c37cb0f2b7
ImageNet-1k vs ImageNet-v2 comparison
6 years ago
6cdf35e670
Add explicit half/fp16 support to loader and validation script
6 years ago
5684c6af32
Update README.md
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Add blurb about results csv
6 years ago
a6b2f6eca5
Update README, bump version
6 years ago
2a1d09b4c0
Add result csv with summary of all pretrained models
6 years ago
edb425ea48
Add crop_pct arg to validate, extra fields to csv output, 'all' filters pretrained
6 years ago
949b7a81c4
Fix typo in Densenet default resolutions
6 years ago
da52fcf78a
Add NASNet-Large model
6 years ago
f632190fd9
Add .gitattributes
6 years ago
5bc0ed3d7c
Grammar
6 years ago
Ross Wightman