Minseok Kwon

PredictDDL: Reusable Workload Performance Prediction for Distributed Deep Learning

2023

Accurately predicting the training time of deep learning (DL) workloads is critical for optimizing the utilization of data centers and allocating the required cluster resources for completing critical model training tasks before a deadline. The …