一种三维脉动阵列结构的CNN推理加速器设计

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摘要本文提出了一种新型三维脉动阵列结构的矩阵乘加器,并提出了一种至关重要的Feature Map数据分配方法,从而保证CNN推理加速器中计算量最大的卷积计算模块高效低功耗执行,与传统脉动阵列结构相比,性能得到了大幅度提升。

作者邱超冯肖雄

机构地区中兴通讯股份有限公司技术规划部中兴通讯股份有限公司微波开发部

出处《电子技术与软件工程》 2019年第7期70-70,共1页 ELECTRONIC TECHNOLOGY & SOFTWARE ENGINEERING

关键词 CNN INFERENCE ACCELERATOR

分类号 TP332.2 [自动化与计算机技术—计算机系统结构]

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一种三维脉动阵列结构的CNN推理加速器设计

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