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@@ -3,7 +3,7 @@ Ranger deep learning optimizer rewrite to use newest components
Ranger, with Radam + Lookahead core, is now 1.5 years old. In the interim, a number of new developments have happened including the rise of Transformers for Vision.
Thus, Ranger21 (as in 2021) is a rewrite with multiple new additions reflective of some of the most impressive papers this past year. The idea is that these internals will be paramaterized so that you can mix and match to optimize the optimizer on your respective dataset.
Thus, Ranger21 (as in 2021) is a rewrite with multiple new additions reflective of some of the most impressive papers this past year. The focus for Ranger21 is that these internals will be parameterized, and where possible, automated, so that you can easily test and leverage some of the newest concepts in AI training, to optimize the optimizer on your respective dataset.
### Ranger21 Status:</br>
April 6 - Ranger21 alpha ready - automatic warmup added. Seeing impressive results with only 3 features implemented. </br>Stable weight decay + GC + automated linear warmup seem to sync very nicely.