Arvon: A Heterogeneous System-in-Package Integrating FPGA and DSP Chiplets for Versatile Workload Acceleration

被引:4
|
作者
Tang, Wei [1 ]
Cho, Sung-Gun [2 ]
Hoang, Tim Tri [2 ]
Botimer, Jacob [3 ]
Zhu, Wei Qiang [2 ]
Chang, Ching-Chi [1 ,2 ]
Lu, Cheng-Hsun
Zhu, Junkang [1 ]
Tao, Yaoyu [1 ]
Wei, Tianyu [1 ]
Motwani, Naomi Kavi [1 ]
Yalamanchi, Mani [2 ]
Yarlagadda, Ramya [2 ]
Kale, Sirisha Rani [2 ]
Flanigan, Mark [2 ]
Chan, Allen [2 ]
Tran, Thungoc [2 ]
Shumarayev, Sergey [2 ]
Zhang, Zhengya [1 ]
机构
[1] Univ Michigan, Dept Elect Engn & Comp Sci, Ann Arbor, MI 48109 USA
[2] Intel Corp, Santa Clara, CA 95054 USA
[3] Memryx, Ann Arbor, MI 48109 USA
关键词
Field programmable gate arrays; Pins; Clocks; Data transfer; Bandwidth; Streams; Optical sensors; Advanced interface bus (AIB); chiplet; heterogeneous integration; system in package (SiP); CHALLENGES;
D O I
10.1109/JSSC.2023.3343457
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Integrating heterogeneous chiplets in a package presents a promising and cost-effective approach to constructing scalable and flexible systems for accelerating a wide range of workloads. We introduce Arvon that integrates a 14-nm FPGA chiplet with two efficient and densely packed 22-nm DSP chiplets using embedded multidie interconnect bridges (EMIBs). The chiplets are interconnected via a 1.536-Tb/s advanced interface bus (AIB) 1.0 interface and a 7.68-Tb/s AIB 2.0 interface. Arvon is programmable, supporting various workloads from neural network (NN) to communication signal processing. Each DSP chiplet delivers a peak performance of 4.14 TFLOPS in half-precision floating-point while maintaining a power efficiency of 1.8 TFLOPS/W. A compilation procedure is developed to map workloads across the FPGA and DSPs to optimize performance and utilization. Our AIB 2.0 interface implementation using 36- mu m-pitch microbumps achieves a data transfer rate of 4 Gb/s/pin, with an energy efficiency of 0.10-0.46 pJ/b including the adapter. The bandwidth density reaches 1.024 Tb/s/mm of shoreline and 1.705 Tb/s/mm(2) of area.
引用
收藏
页码:1235 / 1245
页数:11
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