MUGNoC: a software-configured multicast-unicast-gather NoC for accelerating CNN dataflows

• المؤلفون الرئيسيون: Chen, Hui, Liu, Di, Li, Shiqing, Huai, Shuo, Luo, Xiangzhong, Liu, Weichen
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2023
• الموضوعات: Engineering::Computer science and engineering::Hardware; CNN Dataflow; Parallel Multipath Transmission; Network-on-Chips
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/165562
• المؤسسة: Nanyang Technological University

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...