https://github.com/AyakaGEMM/Hands-on-GEMM

https://github.com/AyakaGEMM/Hands-on-GEMM

Last synced: 3 months ago
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• Host: GitHub
• URL: https://github.com/AyakaGEMM/Hands-on-GEMM
• Owner: AyakaGEMM
• License: gpl-3.0
• Created: 2022-09-13T08:21:55.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2024-03-18T05:28:40.000Z (11 months ago)
• Last Synced: 2024-08-04T02:06:36.189Z (6 months ago)
• Language: Cuda
• Size: 114 KB
• Stars: 83
• Watchers: 2
• Forks: 12
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• awesome-cuda-triton-hpc - AyakaGEMM/Hands-on-GEMM - on-GEMM?style=social"/> : A GEMM tutorial. (Learning Resources)
• awesome-cuda-triton-hpc - AyakaGEMM/Hands-on-GEMM - on-GEMM?style=social"/> : A GEMM tutorial. (Learning Resources)

README

        
# Hands-on-GEMM

A GEMM tutorial.

# Performance

![SGEMM 性能对比](https://user-images.githubusercontent.com/31173671/204142853-b1e45cb0-a8b4-42ff-a207-7eee31712305.png)

# Usage

去 `src/cuda` 文件夹下面，找到你想看性能的 gemm，记住那个名字，然后回到主项目文件夹下，首先`mkdir build`，然后输入 `make benchmark_xxx`。

如你想看 `double_buffer_yhs_refine_gemm.cu` 这个矩阵乘的性能，就输入：

```

make benchmark_double_buffer_yhs_refine

```

然后二进制会出现在 `bin` 文件夹下面。

# Tutorial

知乎链接：[这里](https://zhuanlan.zhihu.com/p/584236348)