ascendc-operator-performance-eval
OfficialStandardized profiler-based operator benchmarking.
AuthorAscend
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Benchmark Ascend-C operator performance using torch_npu.profiler to enable deterministic dual-path comparisons (custom vs baseline) and automation of Markdown reports from profiler data.
Core Features & Use Cases
- Dual-path comparison between custom operator implementation and a baseline (native) implementation using the profiler.
- JSONL-based performance case generation derived from design.md and testcase-gen, ensuring full coverage across supported dtypes and shapes.
- Fixed profiler schedule with warmup=5 and active=5, with results presented in Markdown and op_statistic-based metrics.
Quick Start
Run the profiler workflow on the prepared op to generate a Markdown performance report comparing custom vs baseline using a fixed warmup and active of 5.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
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Please help me install this Skill: Name: ascendc-operator-performance-eval Download link: https://github.com/Ascend/agent-skills/archive/main.zip#ascendc-operator-performance-eval Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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