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09/07/2022
A Test for FLOPs as a Discriminant for Linear Algebra Algorithms
Linear algebra expressions, which play a central role in countless scien...
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02/20/2022
Benchmarking the Linear Algebra Awareness of TensorFlow and PyTorch
Linear algebra operations, which are ubiquitous in machine learning, for...
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02/25/2021
Performance Comparison for Scientific Computations on the Edge via Relative Performance
In a typical Internet-of-Things setting that involves scientific applica...
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10/14/2020
Robust Ranking of Equivalent Algorithms via Relative Performance
In scientific computing, it is common that one target computation can be...
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07/05/2016