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[DOCS] Improved README.md wording (#683)

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Initial wording dates from a time where nobody knew Triton, and
comparing it to CUDA helped differentiate it from other existing DSLs.
But nowadays this comparison doesn't make much sense; Triton is its own
thing, and some people may even still be more productive in CUDA than
Triton -- language preferences are subjective after all.
This commit is contained in:
Philippe Tillet
2022-09-20 18:09:43 -07:00
committed by GitHub
parent 7dc2a70edb
commit e318185eb4
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README.md
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@@ -12,7 +12,7 @@
# Triton
This is the development repository of Triton, a language and compiler for writing highly efficient custom Deep-Learning primitives. The aim of Triton is to provide an open-source environment to write fast code at higher productivity than CUDA, but also with higher flexibility than other existing DSLs.
This is the development repository of Triton, a language and compiler for writing highly efficient custom Deep-Learning primitives. The aim of Triton is to provide an open-source environment for expressing tensor math workloads that offers high flexibility, developer productivity and end to end performance.
The foundations of this project are described in the following MAPL2019 publication: [Triton: An Intermediate Language and Compiler for Tiled Neural Network Computations](http://www.eecs.harvard.edu/~htk/publication/2019-mapl-tillet-kung-cox.pdf). Please consider citing this work if you use Triton!