SparseTIR

Getting Started

  • Install SparseTIR
  • The Blitz Course to SparseTIR

Tutorials

  • Sparse Dense Matrix Multiplication (SpMM)
  • Sampled Dense Dense Matrix Multiplication (SDDMM)
  • Optimizing Unstructured SpMM with Tensor Cores
  • Block Sparse Operators
  • Relational Graph Convolution
  • 3D Sparse Convolution

System Overview

  • Why designing another compiler abstraction for Sparse Deep Learning
  • System Overview

Misc

  • Frequently Asked Questions

API Reference

  • tvm.sparse
SparseTIR
  • Search

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