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triton-ascend

Official

Master Triton-Ascend NPU kernel programming.

Software Engineering#guide#programming#kernel#examples#triton#ascend#npu
Authormindspore-ai
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This guide helps developers implement Triton-based kernels for Ascend NPUs by providing clear concepts, standard patterns, and practical examples to accelerate kernel development.

Core Features & Use Cases

  • Core concepts: Kernel, grid and block, and memory hierarchy
  • Standard kernel structure and three programming modes: vector operations, reductions, and matrix multiplication
  • Practical examples and Ascend-specific guidance for performance optimization

Quick Start

Follow the standard kernel template to implement and test a simple Triton kernel on your Ascend NPU environment.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

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Please help me install this Skill:
Name: triton-ascend
Download link: https://github.com/mindspore-ai/akg/archive/main.zip#triton-ascend

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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