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A Native Tensor–Vector Multiplication Algorithm for High Performance Computing

Published in IEEE Transactions on Parallel and Distributed Systems • Feb 23, 2022
NobleIDNI9P47W17R29S13
Authors:
Pedro J. Martínez-Ferrer
,
A. N. Yzelman
,
Vicenç Beltrán

Abstract

Tensor computations are important mathematical operations for applications that rely on multidimensional data. The tensor–vector multiplication (TVM) is the most memory-bound tensor contraction in this class of operations. This article proposes an open-source TVM algorithm which is much simpler and ...

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