Object Storage for Deep Learning Frameworks
Or Ozeri, Effi Ofer, Ronen I. Kat · 2018
The advent of big datasets and high speed GPUs is fueling the growth in machine and deep learning techniques. In this paper we explore storing the training data in object storage and demonstrate how this can be done effectively while providing sufficient throughput to high performance GPUs.