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Add mention of ResNet50 weights w/ RSB recipe ingredients and lower train res for better @ 224 results (but worse res scaling beyond). Not changing default.

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Ross Wightman 2021-11-22 11:49:05 -08:00
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@ -23,10 +23,11 @@ I'm fortunate to be able to dedicate significant time and money of my own suppor
## What's New
### Nov 19, 2021
### Nov 22, 2021
* A number of updated weights anew new model defs
* `eca_halonext26ts` - 79.5 @ 256
* `resnet50_gn` (new) - 80.1 @ 224, 81.3 @ 288
* `resnet50` - 80.68 @ 224, 80.9 @ 288 (trained at 176, not replacing current a1 weights as default since these don't scale as well to higher res, [weights](https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1h2_176-001a1197.pth))
* `resnext50_32x4d` - 81.1 @ 224, 82.0 @ 288
* `sebotnet33ts_256` (new) - 81.2 @ 224
* `lamhalobotnet50ts_256` - 81.5 @ 256