PerfSeer: An Efficient and Accurate Deep Learning Models Performance Predictor

Xinlong Zhao, Jiande Sun, Jia Zhang +4

Predicting the performance of deep learning (DL) models, such as execution time and resource utilization, is crucial for Neural Architecture Search (NAS), DL cluster schedulers, an…