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
  • Index

Index

_ | C | F | L | M | S | T

_

  • __init__() (tvm.sparse.FormatRewriteRule method)

C

  • column_part_hyb() (in module tvm.sparse)
  • condense() (in module tvm.sparse)
  • csf_to_ell3d() (in module tvm.sparse)

F

  • format_decompose() (in module tvm.sparse)
  • FormatRewriteRule (class in tvm.sparse)

L

  • lower_sparse_buffer() (in module tvm.sparse)
  • lower_sparse_iter() (in module tvm.sparse)

M

  • module
    • tvm.sparse

S

  • specialize_buffer() (in module tvm.sparse)

T

  • tvm.sparse
    • module

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