18 citations · 40 across the 7 of their papers we have counts for
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cs.PF2022★ 1 cited
A Test for FLOPs as a Discriminant for Linear Algebra Algorithms
Aravind Sankaran, Paolo Bientinesi
Linear algebra expressions, which play a central role in countless scientific computations, are often computed via a sequence of calls to existing libraries of building blocks (suc…
cs.MS2022★ 10 cited
Benchmarking the Linear Algebra Awareness of TensorFlow and PyTorch
Aravind Sankaran, Navid Akbari Alashti, Christos Psarras +1
Linear algebra operations, which are ubiquitous in machine learning, form major performance bottlenecks. The High-Performance Computing community invests significant effort in the…