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GTC ON-DEMAND

Artificial Intelligence and Deep Learning
Presentation
Media
Scaling Machine Learning - Enabling enhanced GPU Performance for AI (Presented by Mellanox)
Abstract:

Come join us, and learn how to build a data-centric GPU cluster for artificial intelligence. Mellanox is a leader in high-performance, scalable, low-latency network interconnects for both InfiniBand and Ethernet. We will briefly present the state of the art techniques for distributed machine learning, and what special requirements they impose on the system, followed by an overview of interconnect technologies used to scale and accelerate distributed machine learning including RDMA, NVIDIA's GPUDirect technology and in-network computing use to accelerates large scale deployments in HPC and artificial intelligence.

 
Topics:
Artificial Intelligence and Deep Learning
Type:
Talk
Event:
GTC Israel
Year:
2017
Session ID:
SIL7120
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