triton-operator-precision-eval
OfficialAutomates Triton operator precision verification.
AuthorAscend
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Triton 算子精度评估。通过与 PyTorch 参考实现对比，自动计算误差指标并生成标准化精度报告，确保在进行性能优化前算子数值正确性。
Core Features & Use Cases
- 基于 Torch 参考实现（标杆）与多种 shape × dtype 组合的对比，生成一致的精度报告。
- 自动化输出：包括 MERE、MARE、最大相对误差等指标，以及可复现的精度报告。
- 使用场景：验证新 Triton 内核在生产管线中的数值一致性，保障与 PyTorch 参考实现的一致性。
Quick Start
Run the precision evaluation to compare Triton operator outputs against PyTorch references and generate the precision report.
Dependency Matrix
Required Modules
tritontorchtorch_npupytestnumpy
Components
scripts
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Please help me install this Skill: Name: triton-operator-precision-eval Download link: https://github.com/Ascend/agent-skills/archive/main.zip#triton-operator-precision-eval Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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