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# faster-norm

A fast, yet specialized, RMSNorm/LayerNorm implementation

This library is under development. Currently, only some special cases are supported, and the performance is not yet fully optimized.

  • [x] RMSNorm

  • [x] LayerNorm

  • [x] Float16 and BFloat16

  • [ ] More data types

  • [x] More shapes

  • [x] Optimize for no wgrad

  • [ ] Performance tuning

  • [ ] Optimize compilation time

## Statement

This work was independently completed by me at home using my personal RTX 3080.

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Release files for faster-norm 0.3.0

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