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Ross Wightman 2021-11-21 21:27:08 -08:00
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@ -23,6 +23,22 @@ I'm fortunate to be able to dedicate significant time and money of my own suppor
## What's New
### Nov 19, 2021
* A number of updated weights anew new model defs
* `eca_halonext26ts` - 79.5 @ 256
* `resnet50_gn` (new) - 80.1 @ 224, 81.3 @ 288
* `resnext50_32x4d` - 81.1 @ 224, 82.0 @ 288
* `sebotnet33ts_256` (new) - 81.2 @ 224
* `lamhalobotnet50ts_256` - 81.5 @ 256
* `halonet50ts` - 81.7 @ 256
* `halo2botnet50ts_256` - 82.0 @ 256
* `resnet101` - 82.0 @ 224, 82.8 @ 288
* `resnetv2_101` (new) - 82.1 @ 224, 83.0 @ 288
* `resnet152` - 82.8 @ 224, 83.5 @ 288
* `vit_base_patch8_224` (85.8 top-1) & `in21k` variant weights added thanks [Martins Bruveris](https://github.com/martinsbruveris)
* Groundwork in for FX feature extraction thanks to [Alexander Soare](https://github.com/alexander-soare)
* models updated for tracing compatibility (almost full support with some distlled transformer exceptions)
### Oct 19, 2021
* ResNet strikes back (https://arxiv.org/abs/2110.00476) weights added, plus any extra training components used. Model weights and some more details here (https://github.com/rwightman/pytorch-image-models/releases/tag/v0.1-rsb-weights)
* BCE loss and Repeated Augmentation support for RSB paper