Jason Clemons

Researcher, NVIDIA

Joined

December 2017

Names

Jason Clemons

Emails

****@nvidia.com (Confirmed)

Personal Links

Career & Education History

Researcher

NVIDIA (nvidia.com)

2013 – Present

PhD student

University of Michigan - Ann Arbor (umich.edu)

2008 – 2013

Advisors, Relations & Conflicts

PhD Advisor

Present

Coworker

Iuri Frosio

Present

Coworker

Present

Coworker

Present

Coworker

Present

Coauthor

2021 – 2023

Coauthor

2021 – 2023

Coauthor

Christopher Fletcher

2017 – 2019

Coauthor

Kartik Hegde

2017 – 2019

Coauthor

2017 – 2019

Coauthor

2016 – 2019

Expertise

Deep Learning

2014 – Present

Computer Architecture

2008 – Present

Computer Vision

2008 – Present

Embedded Systems

2000 – Present

Publications

Simba: scaling deep-learning inference with chiplet-based architecture
Yakun Sophia Shao, Jason Clemons, Rangharajan Venkatesan, Brian Zimmer, Matthew Fojtik, Nan Jiang, Ben Keller, Alicia Klinefelter, Nathaniel Ross Pinckney, Priyanka Raina, Stephen G. Tell, Yanqing Zhang, William J. Dally, Joel S. Emer, C. Thomas Gray, Brucek Khailany, Stephen W. Keckler
- 2021 (modified: 16 Nov 2022)
- Commun. ACM 2021
- Readers: Everyone
A 0.32-128 TOPS, Scalable Multi-Chip-Module-Based Deep Neural Network Inference Accelerator With Ground-Referenced Signaling in 16 nm
Brian Zimmer, Rangharajan Venkatesan, Yakun Sophia Shao, Jason Clemons, Matthew Fojtik, Nan Jiang, Ben Keller, Alicia Klinefelter, Nathaniel Ross Pinckney, Priyanka Raina, Stephen G. Tell, Yanqing Zhang, William J. Dally, Joel S. Emer, C. Thomas Gray, Stephen W. Keckler, Brucek Khailany
- 2020 (modified: 16 Nov 2022)
- IEEE J. Solid State Circuits 2020
- Readers: Everyone
A 0.11 PJ/OP, 0.32-128 Tops, Scalable Multi-Chip-Module-Based Deep Neural Network Accelerator Designed with A High-Productivity vlsi Methodology
Rangharajan Venkatesan, Yakun Sophia Shao, Brian Zimmer, Jason Clemons, Matthew Fojtik, Nan Jiang, Ben Keller, Alicia Klinefelter, Nathaniel Ross Pinckney, Priyanka Raina, Stephen G. Tell, Yanqing Zhang, William J. Dally, Joel S. Emer, C. Thomas Gray, Stephen W. Keckler, Brucek Khailany
- 2019 (modified: 16 Nov 2022)
- Hot Chips Symposium 2019
- Readers: Everyone
Buffets: An Efficient and Composable Storage Idiom for Explicit Decoupled Data Orchestration
Michael Pellauer, Yakun Sophia Shao, Jason Clemons, Neal Clayton Crago, Kartik Hegde, Rangharajan Venkatesan, Stephen W. Keckler, Christopher W. Fletcher, Joel S. Emer
- 2019 (modified: 16 Nov 2022)
- ASPLOS 2019
- Readers: Everyone
A 0.11 pJ/Op, 0.32-128 TOPS, Scalable Multi-Chip-Module-based Deep Neural Network Accelerator with Ground-Reference Signaling in 16nm
Brian Zimmer, Rangharajan Venkatesan, Yakun Sophia Shao, Jason Clemons, Matthew Fojtik, Nan Jiang, Ben Keller, Alicia Klinefelter, Nathaniel Ross Pinckney, Priyanka Raina, Stephen G. Tell, Yanqing Zhang, William J. Dally, Joel S. Emer, C. Thomas Gray, Stephen W. Keckler, Brucek Khailany
- 2019 (modified: 16 Nov 2022)
- VLSI Circuits 2019
- Readers: Everyone
Simba: Scaling Deep-Learning Inference with Multi-Chip-Module-Based Architecture
Yakun Sophia Shao, Jason Clemons, Rangharajan Venkatesan, Brian Zimmer, Matthew Fojtik, Nan Jiang, Ben Keller, Alicia Klinefelter, Nathaniel Ross Pinckney, Priyanka Raina, Stephen G. Tell, Yanqing Zhang, William J. Dally, Joel S. Emer, C. Thomas Gray, Brucek Khailany, Stephen W. Keckler
- 2019 (modified: 16 Nov 2022)
- MICRO 2019
- Readers: Everyone
MAGNet: A Modular Accelerator Generator for Neural Networks
Rangharajan Venkatesan, Yakun Sophia Shao, Miaorong Wang, Jason Clemons, Steve Dai, Matthew Fojtik, Ben Keller, Alicia Klinefelter, Nathaniel Ross Pinckney, Priyanka Raina, Yanqing Zhang, Brian Zimmer, William J. Dally, Joel S. Emer, Stephen W. Keckler, Brucek Khailany
- 2019 (modified: 16 Nov 2022)
- ICCAD 2019
- Readers: Everyone
Automotive Computing
Hsien-Hsin Sean Lee, Jason Clemons
- 2018 (modified: 16 Nov 2022)
- IEEE Micro 2018
- Readers: Everyone
Structurally Sparsified Backward Propagation for Faster Long Short-Term Memory Training
Maohua Zhu, Jason Clemons, Jeff Pool, Minsoo Rhu, Stephen W. Keckler, Yuan Xie
- 2018 (modified: 16 Nov 2022)
- CoRR 2018
- Readers: Everyone
A modular digital VLSI flow for high-productivity SoC design
Brucek Khailany, Evgeni Khmer, Rangharajan Venkatesan, Jason Clemons, Joel S. Emer, Matthew Fojtik, Alicia Klinefelter, Michael Pellauer, Nathaniel Ross Pinckney, Yakun Sophia Shao, Shreesha Srinath, Christopher Torng, Sam Likun Xi, Yanqing Zhang, Brian Zimmer
- 2018 (modified: 16 Nov 2022)
- DAC 2018
- Readers: Everyone

View all 21 publications

Co-Authors

View all 48 co-authors