Xiyou Zhou

HULK: An Energy Efficiency Benchmark Platform for Responsible Natural Language Processing

2020 · arXiv (Cornell University)

Computation-intensive pretrained models have been taking the lead of many natural language processing benchmarks such as GLUE. However, energy efficiency in the process of model training and inference becomes a critical bottleneck. We introduce HULK, …