ISC 2020: Maximizing Performance for Distributed Machine and Deep Learning with SHARP

DemoTeam, NVIDIA
ISC 2020
Today's modern-day machine learning data centers require complex computations and fast, efficient data delivery. The NVIDIA Mellanox Scalable Hierarchical Aggregation and Reduction Protocol, or SHARP, takes advantage of the in-network computing capabilities in the NVIDIA Mellanox Quantum switch, dramatically improving the performance of distributed machine learning workloads.