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GTC ON-DEMAND

Data Center & Cloud Infrastructure
Presentation
Media
Abstract:

Come join us, and learn how to build a data-centric GPU clusters for artificial intelligence.  We will briefly present the state-of-the-art techniques for distributed Machine Learning, and the special requirements they impose on the GPU cluster. Additionally, we will present an overview of interconnect technologies used to scale and accelerate distributed Machine Learning.   During the session we will cover RDMA, NVIDIA's GPUDirect RDMA and GPUDirect Asynch as well as in-network-computing and how the use of those technologies enables new level of scalability and performance in large scale deployments in artificial intelligence and high performance computing.    

 
Topics:
Data Center & Cloud Infrastructure, HPC and AI, HPC and Supercomputing
Type:
Talk
Event:
GTC Europe
Year:
2017
Session ID:
23200
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