Characterizing Deep-Learning I/O Workloads in TensorFlow

Steven W. D. Chien, Stefano Markidis, Chaitanya Prasad Sishtla +4

The performance of Deep-Learning (DL) computing frameworks rely on the performance of data ingestion and checkpointing. In fact, during the training, a considerable high number of…