Enumerate-and-sparse-coarsen, a source-to-source GPU compiler transformation for sparse matrix-dense matrix multiplication, reports 1.4-2.3x speedups over cuBLAS and cuSPARSE on A100 for DLMC matrices, with the exact gains depending on per-matrix tuning.
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A Novel Compiler Transformation for Fast Sparse Matrix Multiplication in GPUs
Enumerate-and-sparse-coarsen, a source-to-source GPU compiler transformation for sparse matrix-dense matrix multiplication, reports 1.4-2.3x speedups over cuBLAS and cuSPARSE on A100 for DLMC matrices, with the exact gains depending on per-matrix tuning.