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Document type:
Bachelorarbeit
Author(s):
Matthias Reumann
Title:
Transpose-Free Contraction of Complex Tensors
Translated title:
Transpositionsfreie Kontraktion komplexer Tensoren
Abstract:
Tensor Contraction (TC) is the operation that connects tensors in a Tensor Network (TN). Many scientific applications rely on efficient algorithms for the contraction of large tensors. In this thesis, we aim to develop a transposition-free TC algorithm for complex tensors. Our algorithm fuses high-performance General Matrix-Matrix Multiplication (GEMM), the 1M method for achieving complex with real-valued GEMM, and the Block-Scatter layout for tensors. Consequently, we give an elaborate overview...     »
Supervisor:
Christian Mendl
Advisor:
Manuel Geiger
Year:
2023
Quarter:
3. Quartal
Year / month:
2023-08
Month:
Aug
Language:
en
University:
Technical University of Munich
Faculty:
TUM School of Computation, Information and Technology
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