8 citations · 11 across the 8 of their papers we have counts for
3 papers · 1 filter
WingSpan: Concurrency and Dependence for Sparse and Structured Tensor Compilers
Adrian Gushin, Sang Yoon Kim, Willow Ahrens
Sparse tensors represent data that is mostly zero or some other compressible fill pattern. Such datasets can be massive, so optimized tensor algebra libraries and compilers have be…
SySTeC: A Symmetric Sparse Tensor Compiler
Radha Patel, Willow Ahrens, Saman Amarasinghe
Symmetric and sparse tensors arise naturally in many domains including linear algebra, statistics, physics, chemistry, and graph theory. Symmetric tensors are equal to their transp…
Finch: Sparse and Structured Tensor Programming with Control Flow
Willow Ahrens, Teodoro Fields Collin, Radha Patel +3
From FORTRAN to NumPy, tensors have revolutionized how we express computation. However, tensors in these, and almost all prominent systems, can only handle dense rectilinear intege…