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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.

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The foundations of this project are described in the following MAPL2019 publication: Triton: An Intermediate Language and Compiler for Tiled Neural Network Computations. Please consider citing us if you use our work!

The official documentation contains installation instructions and tutorials.

Compatibility

Supported Platforms:

  • Linux

Supported Hardware:

  • NVIDIA GPUs (Compute Capability 7.0+)
  • Under development: AMD GPUs, CPUs

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Development repository for the Triton language and compiler

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