Big-Little Chiplets for In-Memory Acceleration of DNNs

Author:

Krishnan Gokul1,Goksoy A. Alper2,Mandal Sumit K.2,Wang Zhenyu1,Chakrabarti Chaitali1,Seo Jae-sun1,Ogras Umit Y.2,Cao Yu1

Affiliation:

1. Arizona State University

2. University of Wisconsin-Madison

Funder

Semiconductor Research Corporation

Publisher

ACM

Reference35 articles.

1. Jieming Bharadwaj , Srikant Yin , Bradford Beckmann , and Tushar Krishna . 2020 . Kite: A Family of Heterogeneous Interposer Topologies Enabled via Accurate Interconnect Modeling . In ACM/IEEE DAC. Jieming Bharadwaj, Srikant Yin, Bradford Beckmann, and Tushar Krishna. 2020. Kite: A Family of Heterogeneous Interposer Topologies Enabled via Accurate Interconnect Modeling. In ACM/IEEE DAC.

2. CHIPS Alliance (INTEL). 2021. EMIB PHY RTL. https://github.com/chipsalliance/aib-phy-hardware. [Online ; Accessed 20- April - 2022 ]. CHIPS Alliance (INTEL). 2021. EMIB PHY RTL. https://github.com/chipsalliance/aib-phy-hardware. [Online; Accessed 20-April-2022].

3. David Greenhill et al. 2017. 3.3 A 14nm 1GHz FPGA with 2.5 D Transceiver Integration. In 2017 IEEE ISSCC. IEEE. David Greenhill et al. 2017. 3.3 A 14nm 1GHz FPGA with 2.5 D Transceiver Integration. In 2017 IEEE ISSCC. IEEE.

4. Searching for MobileNetV3

5. Ranggi Hwang , Taehun Kim , Youngeun Kwon , and Minsoo Rhu . 2020 . Centaur: A Chiplet-based, Hybrid Sparse-Dense Accelerator for Personalized Recommendations. In 2020 ACM/IEEE 47th Annual ISCA. IEEE , 968--981. Ranggi Hwang, Taehun Kim, Youngeun Kwon, and Minsoo Rhu. 2020. Centaur: A Chiplet-based, Hybrid Sparse-Dense Accelerator for Personalized Recommendations. In 2020 ACM/IEEE 47th Annual ISCA. IEEE, 968--981.

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