latency-optimizer
CommunityOptimize Triton ops for Ascend NPU performance.
AuthorJust-it
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Efficiently identify and apply performance optimizations to Triton kernels for Ascend NPU, ensuring correctness and preserved accuracy.
Core Features & Use Cases
- Analyze input Triton code patterns (constexpr parameters, vectorization, load-order, vector comparisons) and generate optimized kernels for Ascend NPU.
- Validate functional and numerical equivalence between original and optimized code, providing comparison reports and notes.
- Use cases include optimizing single kernels, benchmarking before/after performance, and applying targeted optimizations guided by referenced docs.
Quick Start
Provide the Triton kernel file path to latency-optimizer to receive an optimized kernel and validation notes.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 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: latency-optimizer Download link: https://github.com/Just-it/AscendOpGenAgent/archive/main.zip#latency-optimizer Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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