triton-ascend-case-elemwise-broadcast-2d
CommunityOptimize 2D broadcast ops on Ascend with Triton.
Authorxchang1121
Version1.0.0
Installs0
System Documentation
What problem does it solve?
2D broadcast division optimization for Ascend-backed Triton kernels, reducing fragmentation and improving UB utilization on large broadcast axes while keeping non-broadcast axes efficient.
Core Features & Use Cases
- 2D broadcast optimization with full-dimension handling when NUM_BLOCKS is fixed
- Efficient data reuse by loading divisors once and broadcasting within the kernel
- Use Case: accelerate large-scale 2D broadcast computations on Ascend devices using Triton
Quick Start
Run the Triton Ascend-optimized 2D broadcast kernel with appropriate NUM_BLOCKS and SUB_M settings to benchmark performance.
Dependency Matrix
Required Modules
None requiredComponents
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-case-elemwise-broadcast-2d Download link: https://github.com/xchang1121/AutoResearch-CC-hook/archive/main.zip#triton-ascend-case-elemwise-broadcast-2d Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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