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triton-npu-kernel-opt

Triton kernel optimization guide for Ascend NPU (910B/910C). Use when writing or optimizing Triton kernels targeting NPU backend, including GEMM, attention, normalization, or any compute-intensive kernel. Covers hardware constraints, proven optimization patterns, compiler flags, tile tuning, and known pitfalls specific to the ttx backend with Ascend SoCs.

XPU-Forces
maintainer
XPU-Forces
Atualizado 3/31/2026
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17
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quick start

Installation and usage

Triton kernel optimization guide for Ascend NPU (910B/910C). Use when writing or optimizing Triton kernels targeting NPU backend, including GEMM, attention, normalization, or any compute-intensive kernel. Covers hardware constraints, proven optimization patterns, compiler flags, tile tuning, and known pitfalls specific to the ttx backend with Ascend SoCs.

Instalação
$ install --globalskills.sh
Uso

Depois de instalar, você pode usar esta skill executando o seguinte comando no terminal:

skills use triton-npu-kernel-opt