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· 2015

SPLATT: Efficient and Parallel Sparse Tensor-Matrix Multiplication

Shaden Smith, Niranjay Ravindran, Nicholas D. Sidiropoulos, George Karypis

Short summary

SPLATT, a new C library, achieves up to 80x speedup for sparse tensor-matrix multiplication using shared-memory parallelism, a novel data structure, and cache-friendly reordering/tiling techniques.

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Field: Computational Mathematics

Computational MathematicsMathematics