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Sparse Zoo

This repository is used to collect and store workloads for various sparse algorithms.

How to contribute

1.fork本仓库的add_workload分支,在本地新建一个文件夹添加新的workload

2.添加readme,说明怎么使用代码(如,如何提取矩阵乘)

3.我们需要的就是提取出稀疏计算的矩阵a和矩阵b(简单来说就是输出torch.matmul(a,b)的a和b

4.你可以添加个licence加上你的名字或者网名啥的,我们最后会一起合并到实验室仓库。

5.提交pr 😊

TBC

  • LLM KVCache、QKV
  • MoE
  • Sparse Attention
  • 3D point cloud/3D CNN
  • GNN
  • 传统卷积
  • others

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