triton-ascend-grid-config

Community

Tune Triton-Ascend grids for optimal kernels

Authorxchang1121
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Grid/Block 配置策略 指导在 Triton-Ascend 内核中对网格、块大小和数据划分进行精确控制,以实现更高硬件利用率和更稳定的性能。

Core Features & Use Cases

  • 内核启动参数规划:确定网格维度与 BLOCK_SIZE,满足硬件约束并优化吞吐。
  • 动态核心数量选择:基于设备和工作负载的策略,动态选择向量/核心数量。
  • 大形状张量的二次切分:通过多层切分实现对超大张量的高效处理,提升显存与缓存利用。

Quick Start

Provide an initial grid/block setup for Triton-Ascend kernels to improve multi-core utilization.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: triton-ascend-grid-config
Download link: https://github.com/xchang1121/AutoResearch-CC-hook/archive/main.zip#triton-ascend-grid-config

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