Quantifying and Improving Performance of Distributed Deep Learning with Cloud Storage

Nicholas Krichevsky, Renee St Louis, Tian Guo

Cloud computing provides a powerful yet low-cost environment for distributed deep learning workloads. However, training complex deep learning models often requires accessing large…