Benchmarking Contemporary Deep Learning Hardware and Frameworks:A Survey of Qualitative Metrics

Wei Dai, Daniel Berleant

This paper surveys benchmarking principles, machine learning devices including GPUs, FPGAs, and ASICs, and deep learning software frameworks. It also reviews these technologies wit…