triton-ascend-case-reduction-amin-small
CommunityBalanced 1D amin reductions on Triton-Ascend.
Authorxchang1121
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Efficiently optimizes medium-scale 1D amin reductions on ASCEND hardware using Triton, delivering higher throughput by tuning grid/block configuration.
Core Features & Use Cases
- Performance tuning for 1D amin reductions on medium-sized data (around 65K elements) with Triton on ASCEND.
- Grid/block configuration exploration to identify optimal parallelism and minimize scheduling overhead.
- Use Case: scenario where a data analytics pipeline requires fast 1D reductions over tens of thousands of elements with reproducible results.
Quick Start
Run the Triton-ASCEND amin optimization workflow to benchmark grid configurations for a 65K element 1D reduction and identify the optimal setup.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
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Please help me install this Skill: Name: triton-ascend-case-reduction-amin-small Download link: https://github.com/xchang1121/AutoResearch-CC-hook/archive/main.zip#triton-ascend-case-reduction-amin-small Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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