13 citations · 13 across the 4 of their papers we have counts for
4 papers
MOM: Matrix Operations in MLIR
Lorenzo Chelini, Henrik Barthels, Paolo Bientinesi +3
Modern research in code generators for dense linear algebra computations has shown the ability to produce optimized code with a performance which compares and often exceeds the one…
Delta-stepping SSSP: from Vertices and Edges to GraphBLAS Implementations
Upasana Sridhar, Mark Blanco, Rahul Mayuranath +3
GraphBLAS is an interface for implementing graph algorithms. Algorithms implemented using the GraphBLAS interface are cast in terms of linear algebra-like operations. However, many…
Program Generation for Linear Algebra Using Multiple Layers of DSLs
Daniele G. Spampinato, Diego Fabregat-Traver, Markus Püschel +1
Numerical software in computational science and engineering often relies on highly-optimized building blocks from libraries such as BLAS and LAPACK, and while such libraries provid…
Program Generation for Small-Scale Linear Algebra Applications
Daniele G. Spampinato, Diego Fabregat-Traver, Paolo Bientinesi +1
We present SLinGen, a program generation system for linear algebra. The input to SLinGen is an application expressed mathematically in a linear-algebra-inspired language (LA) that…