Tandem Processor: Grappling with Emerging Operators in Neural Networks

Author:

Ghodrati Soroush1ORCID,Kinzer Sean2ORCID,Xu Hanyang3ORCID,Mahapatra Rohan2ORCID,Kim Yoonsung4ORCID,Ahn Byung Hoon5ORCID,Wang Dong Kai6ORCID,Karthikeyan Lavanya2ORCID,Yazdanbakhsh Amir7ORCID,Park Jongse8ORCID,Kim Nam Sung9ORCID,Esmaeilzadeh Hadi10ORCID

Affiliation:

1. University of California, San Diego, San Diego, United States of America

2. University of California, San Diego, San Diego, USA

3. University of California, San Diego, San Deigo, USA

4. KAIST, Daejeon, Republic of Korea

5. University of California, San Diego, Sa Diego, United States of America

6. UIUC, Champaign, IL, United States of America

7. Google DeepMind, Mountain View, United States of America

8. KAIST, Daejeon, Korea, South ? Republic of Korea

9. UIUC, Urbana, IL, United States of America

10. University of California, San Diego (UCSD), San Diego, United States of America

Funder

National Science Foundation (NSF)

National Science Foundation (NSF) awards

Defense Advanced Research Project Agency (DARPA)

National Institute of Health (NIH) a

Semiconductor Research Corporation (SRC)

Publisher

ACM

Reference120 articles.

1. Arm scalable vector extension (sve). https://developer.arm.com/documentation/102476/0100.

2. Intel advanced vector extensions (avx). https://www.intel.com/content/www/us/en/architecture-and-technology/avx-512-overview.html.

3. Nvdla. http://nvdla.org/index.html.

4. Risc-v vector extensions. https://github.com/riscv/riscv-v-spec/blob/master/v-spec.adoc.

5. gemmlowp: a small self-contained low-precision gemm library, 2022. https://github.com/google/gemmlowp.

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