Dedicated Instruction Set for Pattern-based Data Transfers: an Experimental Validation on Systems Containing In-Memory Computing Units

In-Memory Computing (IMC) aims at solving the performance gap between CPU and memories introduced by the memory wall. However, general-purpose IMC does not consider the optimization of data transfers for patterns such as stencils and convolutions. This paper proposes a new Instruction Set Architectu...

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Bibliographic Details
Published in:	IEEE transactions on computer-aided design of integrated circuits and systems Vol. 42; no. 11; p. 1
Main Authors:	Mambu, Kevin, Charles, Henri-Pierre, Kooli, Maha
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.11.2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Central Processing Unit Computational modeling Computer architecture Convolution Data transfer Data transmission Embedded systems In-Memory Computing Instruction Set Architecture Instruction sets Instruction sets (computers) Nodes Non-Von Neumann Optimization Pattern Performance Analysis Programming Programming Model Random access memory RISC Static random access memory Stencil
ISSN:	0278-0070, 1937-4151
Online Access:	Get full text
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