On the Effectiveness of Quantization and Pruning on the Performance of FPGAs-based NN Temperature Estimation

Veera Venkata Ram Murali Krishna Rao Muvva, Martin Rapp, Jörg Henkel, Hussam Amrouch, Marilyn Wolf. On the Effectiveness of Quantization and Pruning on the Performance of FPGAs-based NN Temperature Estimation. In 3rd ACM/IEEE Workshop on Machine Learning for CAD, MLCAD 2021, Raleigh, NC, USA, August 30 - Sept. 3, 2021. pages 1-7, IEEE, 2021. [doi]

Abstract

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