MUGNoC A Software-Configured Multicast-Unicast-Gather NoC for Accelerating CNN Dataflows

Current communication infrastructures for convolutional neural networks (CNNs) only focus on specific transmission patterns, not applicable to benefit the whole system if the dataflow changes or different dataflows run in one system. To reduce data movement, various CNN dataflows are presented. For...

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Veröffentlicht in:	2023 28th Asia and South Pacific Design Automation Conference (ASP-DAC) S. 308 - 313
Hauptverfasser:	Chen, Hui, Liu, Di, Li, Shiqing, Huai, Shuo, Luo, Xiangzhong, Liu, Weichen
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	New York, NY, USA ACM 16.01.2023
Schriftenreihe:	ACM Conferences
Schlagworte:	Boosting CNN Dataflow Design automation Network-on-chips Networks Networks > Network algorithms Networks > Network algorithms > Control path algorithms Networks > Network algorithms > Control path algorithms > Network control algorithms Networks > Network architectures Networks > Network architectures > Network design principles Networks > Network components Networks > Network protocols Networks > Network protocols > Network layer protocols Networks > Network services Networks > Network services > Programmable networks Networks > Network types Networks > Network types > Packet-switching networks Parallel multipath transmission Routing Software System performance Traffic control Unicast parallel multipath transmission CNN dataflow network-on-chips
ISBN:	9781450397834, 1450397832
ISSN:	2153-697X
Online-Zugang:	Volltext
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