op-mfu-calculator
CommunityQuantify MFU of matrix ops.
Authorkali20gakki
Version1.0.0
Installs0
System Documentation
What problem does it solve?
通过对给定算子（如 matmul/GEMM）进行 MFU 计算，量化实际 FLOPs 与硬件峰值之间的差距，并提供推导过程的清晰说明。
Core Features & Use Cases
- MFU 计算与结果解释：针对常见算子给出 MFU 值及其物理含义。
- 维度与时间适配：支持标准和批量矩阵乘的场景以及注意力相关算子的推导。
- 场景示例：性能基线评估、容量规划和瓶颈诊断中的数值解读。
Quick Start
Provide operator type, tensor shapes, and single-run time to compute MFU and compare against peak.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 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: op-mfu-calculator Download link: https://github.com/kali20gakki/mindstudio-skills/archive/main.zip#op-mfu-calculator Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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