triton-operator-performance-optim
OfficialTune Triton operators for Ascend NPU performance.
AuthorAscend
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Optimizes Triton operator performance on Ascend NPU by addressing UB overflow and optimizing tiling strategies.
Core Features & Use Cases
- Phase-driven optimization covering algorithm review, bottleneck diagnosis, hardware-specific tuning, and verification for general input shapes.
- tiling-aware techniques to maximize Cube utilization and minimize UB footprint across kernel blocks.
- Use Case: For Ascend NPU deployments running Triton operators, apply structured optimization to achieve stable accuracy with improved throughput.
Quick Start
Profile the Triton kernel on Ascend and apply tiling-guided optimizations to maximize Cube utilization.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
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Please help me install this Skill: Name: triton-operator-performance-optim Download link: https://github.com/Ascend/agent-skills/archive/main.zip#triton-operator-performance-optim Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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