Workload-Aware Hardware Accelerator Mining for Distributed Deep Learning Training

Muhammad Adnan, Amar Phanishayee, Janardhan Kulkarni +2

In this paper, we present a novel technique to search for hardware architectures of accelerators optimized for end-to-end training of deep neural networks (DNNs). Our approach addr…