2020 IEEE International Symposium on High Performance Computer Architecture (HPCA)

A^3: Accelerating Attention Mechanisms in Neural Networks with Approximation

Pub Date : 2020-02-01 DOI: 10.1109/HPCA47549.2020.00035 Tae Jun Ham, Sungjun Jung, Seonghak Kim, Young H. Oh, Yeonhong Park, Yoonho Song, Jung-Hun Park, Sanghee Lee, Kyoung Park, Jae W. Lee, D. Jeong

Asymmetric Resilience: Exploiting Task-Level Idempotency for Transient Error Recovery in Accelerator-Based Systems

Pub Date : 2020-02-01 DOI: 10.1109/HPCA47549.2020.00014 Jingwen Leng, A. Buyuktosunoglu, Ramon Bertran Monfort, P. Bose, Quan Chen, M. Guo, V. Reddi

ELP2IM: Efficient and Low Power Bitwise Operation Processing in DRAM

Pub Date : 2020-02-01 DOI: 10.1109/HPCA47549.2020.00033 Xin Xin, Youtao Zhang, Jun Yang