Memory-efficient training with streaming dimensionality reduction

Siyuan Huang, Brian D. Hoskins, Matthew W. Daniels +2

The movement of large quantities of data during the training of a Deep Neural Network presents immense challenges for machine learning workloads. To minimize this overhead, especia…