Ross Wightman
90a01f47d1
hrnet features_only pretrained weight loading issue. Fix #232 .
4 years ago
Ross Wightman
110a7c4982
AdaptiveAvgPool2d -> mean((2,3)) for all SE/attn layers to avoid NaN with AMP + channels_last layout. See https://github.com/pytorch/pytorch/issues/43992
4 years ago
Ross Wightman
c2cd1a332e
Improve torch amp support and add channels_last support for train/validate scripts
4 years ago
Ross Wightman
470220b1f4
Fix MobileNetV3 crash with global_pool='', output consistent with other models but not equivalent due to efficient head.
4 years ago
Ross Wightman
fc8b8afb6f
Fix a silly bug in Sample version of EvoNorm missing x* part of swish, update EvoNormBatch to accumulated unbiased variance.
4 years ago
Ross Wightman
f614df7921
Bump version to 0.2.1 and update README
4 years ago
Ross Wightman
b423bc8362
Merge pull request #218 from rwightman/cutmix
...
CutMix + MixUp overhaul
4 years ago
Ross Wightman
8c9814e3f5
Final cleanup of mixup/cutmix. Element/batch modes working with both collate (prefetcher active) and without prefetcher.
4 years ago
Ross Wightman
0f5d9d8166
Add CSPResNet50 weights, 79.6 top-1 at 256x256
4 years ago
Ross Wightman
b1b6e7c361
Fix a few more issues related to #216 w/ TResNet (space2depth) and FP16 weights in wide resnets. Also don't completely dump pretrained weights in in_chans != 1 or 3 cases.
4 years ago
Ross Wightman
512b2dd645
Add new EfficientNet-B3 and RegNetY-3.2GF weights, both just over 82 top-1
4 years ago
Ross Wightman
6890300877
Add DropPath (stochastic depth) to RegNet
4 years ago
Ross Wightman
cd23f55397
Fix mixed prec issues with new mixup code
4 years ago
Yusuke Uchida
f6b56602f9
fix test_model_default_cfgs
4 years ago
Ross Wightman
f471c17c9d
More cutmix/mixup overhaul, ready to kick-off some trials.
4 years ago
Ross Wightman
d5145fa4d5
Change default_cfg names for senet to include the legacy and match model names
4 years ago
Ross Wightman
92f2d0d65d
Merge branch 'master' into cutmix. Fixup a few issues.
4 years ago
Ross Wightman
1696499ce5
Bump version to 0.2.0, ready to roll (I think)
4 years ago
Ross Wightman
e62758cf4f
More documentation updates, fix a typo
4 years ago
Ross Wightman
dfe80414a6
Add bool arg helper
4 years ago
Ross Wightman
fa28067704
Add more augmentation arguments, including a no_aug disable flag. Fix #209
4 years ago
Ross Wightman
b1f1a54de9
More uniform treatment of classifiers across all models, reduce code duplication.
4 years ago
Ross Wightman
d72ddafe56
Fix some checkpoint / model str regressions
4 years ago
Ross Wightman
ac18adb9c3
Remove debug print from RexNet
4 years ago
Ross Wightman
c53ec33ae0
Add synset/label indices for results generation. Add 'valid labels' to validation script to support imagenet-a/r label subsets properly.
4 years ago
Ross Wightman
ec4976fdba
Add EfficientNet-Lite0 weights trained with this code by @hal-314, 75.484 top-1
4 years ago
Ross Wightman
9ecd16bd7b
Add new seresnet50 (non-legacy) model weights, 80.274 top-1
4 years ago
Ross Wightman
7995295968
Merge branch 'logger' into features. Change 'logger' to '_logger'.
4 years ago
Ross Wightman
1998bd3180
Merge branch 'feature/AB/logger' of https://github.com/antoinebrl/pytorch-image-models into logger
4 years ago
Ross Wightman
6c17d57a2c
Fix some attributions, add copyrights to some file docstrings
4 years ago
Ross Wightman
a69c0e04f0
Fix pool size in cspnet
4 years ago
Ross Wightman
14ef7a0dd6
Rename csp.py -> cspnet.py
4 years ago
Ross Wightman
ec37008432
Add pretrained weight links to CSPNet for cspdarknet53, cspresnext50
4 years ago
Sangdoo Yun
e93e571f7a
Add `adamp` and 'sgdp' optimizers.
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Update requirements.txt
Update optim_factory.py
Add `adamp` optimizer
Update __init__.py
copy files of adamp & sgdp
Create adamp.py
Update __init__.py
Create sgdp.py
Update optim_factory.py
Update optim_factory.py
Update requirements.txt
Update adamp.py
Update sgdp.py
Update sgdp.py
Update adamp.py
4 years ago
Ross Wightman
08016e839d
Cleanup FeatureInfo getters, add TF models sourced Xception41/65/71 weights
4 years ago
Ross Wightman
7ba5a384d3
Add ReXNet w/ remapped weights, feature support
4 years ago
Ross Wightman
c9d54bc1c3
Add HRNet feature extraction, fix senet type, lower feature testing res to 96x96
4 years ago
Ross Wightman
2ac663f340
Add feature support to legacy senets, add 32x32 resnext models to exclude list for feature testing.
4 years ago
Ross Wightman
c146b54abc
Cleanup EfficientNet/MobileNetV3 feature extraction a bit, only two tap locations now, small mobilenetv3 models work
4 years ago
Ross Wightman
68fd8a267b
Merge branch 'master' into features
4 years ago
Ross Wightman
4e61c6a12d
Cleanup, refactoring of Feature extraction code, add tests, fix tests, non hook feature extraction working with torchscript
4 years ago
Ross Wightman
6eec3fb4a4
Move FeatureHooks into features.py, switch EfficientNet, MobileNetV3 to use build model helper
4 years ago
Ross Wightman
9eba134d79
More models supporting feature extraction, xception, gluon_xception, inception_v3, inception_v4, pnasnet, nasnet, dla. Fix DLA unused projection params.
4 years ago
Ross Wightman
298fba09ac
Back out some activation hacks trialing upcoming pytorch changes
4 years ago
Ross Wightman
3b9004bef9
Lots of changes to model creation helpers, close to finalizing feature extraction / interfaces
4 years ago
Ross Wightman
e2cc481310
Update CSP ResNets for cross expansion without activation. Fix VovNet IABN compatibility with fixed activation arg.
4 years ago
Ross Wightman
3b6cce4c95
Add initial impl of CrossStagePartial networks, yet to be trained, not quite the same as darknet cfgs.
4 years ago
Ross Wightman
3aebc2f06c
Switch DPN to use BnAct layer, train a new DPN 68b model with RA to 79.21
4 years ago
Ross Wightman
f122f0274b
Significant ResNet refactor:
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* stage creation + make_layer moved to separate fn with more sensible dilation/output_stride calc
* drop path rate decay easy to impl with refactored block creation loops
* fix dilation + blur pool combo
4 years ago
Ross Wightman
a66df5fb91
More model feature extraction support, start to deprecate senet.py, dilations added to regnet, add proper aligned xception
4 years ago