Ross Wightman
1f39d15f15
Allow float decay epochs arg for training, works out with step lr math
5 years ago
Ross Wightman
7b83e67f77
Pass drop connect arg through to EfficientNet models
5 years ago
Ross Wightman
31453b039e
Update Auto/RandAugment comments, README, more.
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* Add a weighted choice option for RandAugment
* Adjust magnitude noise/std naming, config
5 years ago
Ross Wightman
4243f076f1
Adding RandAugment to AutoAugment impl, some tweaks to AA included
5 years ago
Ross Wightman
4748c6dff2
Fix non-prefetch variant of Mixup. Fixes #50
5 years ago
Ross Wightman
0d58c50fb1
Add TF RandAug weights for B5/B7 EfficientNet models.
5 years ago
Ross Wightman
62105ed4a0
Better differentiate sotabench WSL, SSL, and SWSL models via model_desc
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
Ross Wightman
187ecbafbe
Add support for loading args from yaml file (and saving them with each experiment)
5 years ago
rwightman
d3ba34ee7e
Fix Mobilenet V3 model name for sotabench. Minor res2net cleanup.
5 years ago
rwightman
b5a8bb52fd
Silly typos.
5 years ago
rwightman
7dc5d7a997
sotabench fail
5 years ago
Ross Wightman
96364fc336
Merge pull request #35 from rwightman/res2net_dla
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Add Res2net and DLA models. Update sotabench.
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
7fd0857bfe
Merge pull request #33 from rwightman/autoaugment
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Add AutoAugment ImageNet policies for training
5 years ago
Ross Wightman
4002c0d4ce
Fix AutoAugment abs translate calc
5 years ago
Ross Wightman
c06274e5a2
Add note on random selection of magnitude value
5 years ago
Ross Wightman
b750b76f67
More AutoAugment work. Ready to roll...
5 years ago
Ross Wightman
25d2088d9e
Working on auto-augment
5 years ago
Ross Wightman
aff194f42c
Merge pull request #32 from rwightman/opt
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More optimizer work
5 years ago
Ross Wightman
64966f61f7
Add Nvidia's NovogGrad impl from Jasper (cleaner/faster than current) and Apex Fused optimizers
5 years ago
Ross Wightman
3d9c8a6489
Add support for new AMP checkpointing support w/ amp.state_dict
5 years ago
Ross Wightman
ba3c97c3ad
Some Lookahead cleanup and fixes
5 years ago
Ross Wightman
5c6da1c55a
Experiment with sotabench model_description field.
5 years ago
Ross Wightman
e9d2ec4d8e
Merge pull request #31 from rwightman/opt
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Optimizers and more
5 years ago
Ross Wightman
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
Ross Wightman
81875d52a6
Update sotabench model list, add Mean-Max pooling DPN variants, disable download progress
5 years ago
Ross Wightman
f37e633e9b
Merge remote-tracking branch 'origin/re-exp' into opt
5 years ago
Ross Wightman
b06dce8d71
Bump version for next push to pypi
5 years ago
Ross Wightman
32a0ca03c8
Update csv results files
5 years ago
Ross Wightman
dc0630fd94
Merge pull request #30 from rwightman/mixnet_xl
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MixNet-XL
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
9816ca3ab4
Add EdgeTPU models to sotabench, remove some unicode chars from model names
5 years ago
Ross Wightman
9ec6824bab
Finally got around to adding EdgeTPU EfficientNet variant
5 years ago
Ross Wightman
daeaa113e2
Add initial sotabench attempt. Split create_transform out of create_loader. Update requirements.txt
5 years ago
Ross Wightman
66634d2200
Add support to split random erasing blocks into randomly selected number with --recount arg. Fix random selection of aspect ratios.
5 years ago
Ross Wightman
6946281fde
Experimenting with random erasing changes
5 years ago
Ross Wightman
aeaaad7304
Merge pull request #24 from rwightman/gluon_xception
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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
f937e2a600
Merge pull request #23 from aovoc/patch-1
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Update helpers.py
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
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Fixing out of memory error by loading the checkpoint onto the CPU.
5 years ago
Ross Wightman
0c874195db
Update results csv files, bump version for timm pip release
5 years ago
Ross Wightman
9b35818811
Update README.md
5 years ago
Ross Wightman
4fe2da558c
Add MixNet Small and Large PyTorch native weights (no same padding)
5 years ago
Ross Wightman
15e66863b1
Update README.md
5 years ago