Accelerating Transformer-based Deep Learning Models on FPGAs using Column Balanced Block Pruning

Hongwu Peng, Shaoyi Huang, Tong Geng, Ang Li, Weiwen Jiang, Hang Liu, Shusen Wang, Caiwen Ding. Accelerating Transformer-based Deep Learning Models on FPGAs using Column Balanced Block Pruning. In 22nd International Symposium on Quality Electronic Design, ISQED 2021, Santa Clara, CA, USA, April 7-9, 2021. pages 142-148, IEEE, 2021. [doi]

Abstract

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