The Pitfall of Evaluating Performance on Emerging AI Accelerators

Zihan Jiang, Jiansong Li, Jiangfeng Zhan

In recent years, domain-specific hardware has brought significant performance improvements in deep learning (DL). Both industry and academia only focus on throughput when evaluatin…