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
Optimizing Unstructured SpMM with Tensor Cores
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Optimizing Unstructured SpMM with Tensor Cores
Under construction.