321 Commits (e90edce438b3751cb5ed93c00e65516b00885040)

Author	SHA1	Message	Date
Ross Wightman	e90edce438	Support native silu activation (aka swish). An optimized ver is available in PyTorch 1.7.	4 years ago
Ross Wightman	da6cd2cc1f	Fix regression for pretrained classifier loading when using entrypt functions directly	4 years ago
Ross Wightman	f591e90b0d	Make sure num_features attr is present in vit models as with others	4 years ago
Ross Wightman	4a3df7842a	Fix topn metric view regression on PyTorch 1.7	4 years ago
Ross Wightman	f944242cb0	Fix #262, num_classes arg mixup. Make vision_transformers a bit closer to other models wrt get/reset classfier/forward_features. Fix torchscript for ViT.	4 years ago
Ross Wightman	736f209e7d	Update vision transformers to be compatible with official code. Port official ViT weights from jax impl.	4 years ago
Ross Wightman	477a78ed81	Fix optimizer factory regressin for optimizers like sgd/momentum that don't have an eps arg	4 years ago
Ross Wightman	27a93e9de7	Improve test crop for ViT models. Small now 77.85, added base weights at 79.35 top-1.	4 years ago
Ross Wightman	d4db9e7977	Add small vision transformer weights. 77.42 top-1.	4 years ago
talrid	27fadaa922	asymmetric_loss	4 years ago
Ross Wightman	f31933cb37	Initial Vision Transformer impl w/ patch and hybrid variants. Refactor tuple helpers.	4 years ago
Ross Wightman	a4d8fea61e	Add model based wd skip support. Improve cross version compat of optimizer factory. Fix #247	4 years ago
Ross Wightman	80078c47bb	Add Adafactor and Adahessian optimizers, cleanup optimizer arg passing, add gradient clipping support.	4 years ago
Ross Wightman	fcb6258877	Add missing leaky_relu layer factory defn, update Apex/Native loss scaler interfaces to support unscaled grad clipping. Bump ver to 0.2.2 for pending release.	4 years ago
Ross Wightman	e8e2d9cabf	Add DropPath (stochastic depth) to ReXNet and VoVNet. RegNet DropPath impl tweak and dedupe se args.	4 years ago
Ross Wightman	e8ca45854c	More models in sotabench, more control over sotabench run, dataset filename extraction consistency	4 years ago
Ross Wightman	9c406532bd	Add EfficientNet-EdgeTPU-M (efficientnet_em) model trained natively in PyTorch. More sotabench fiddling.	4 years ago
Ross Wightman	c40384f5bd	Add ResNet weights. 80.5 (top-1) ResNet-50-D, 77.1 ResNet-34-D, 72.7 ResNet-18-D.	4 years ago
Ross Wightman	47a7b3b5b1	More flexible mixup mode, add 'half' mode.	4 years ago
Ross Wightman	532e3b417d	Reorg of utils into separate modules	4 years ago
Ross Wightman	33f8a1bf36	Updated README, add wide_resnet50_2 and seresnext50_32x4d weights	4 years ago
Ross Wightman	751b0bba98	Add global_pool (--gp) arg changes to allow passing 'fast' easily for train/validate to avoid channels_last issue with AdaptiveAvgPool	4 years ago
Ross Wightman	9c297ec67d	Cleanup Apex vs native AMP scaler state save/load. Cleanup CheckpointSaver a bit.	4 years ago
Ross Wightman	80c9d9cc72	Add 'fast' global pool option, remove redundant SEModule from tresnet, normal one is now 'fast'	4 years ago
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