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GTC ON-DEMAND

AI Application, Deployment & Inference
Presentation
Media
Designing Large-Scale Machine Learning Systems with NVIDIA GPUs and Mellanox Interconnect
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'll present the state of the art techniques for distributed machine learning, and discuss 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 a special focus on the in-network computing SHARP technology used to accelerate large scale deployments in artificial intelligence and high performance computing.
 
Topics:
AI Application, Deployment & Inference, Advanced AI Learning Techniques
Type:
Talk
Event:
GTC Silicon Valley
Year:
2018
Session ID:
S8635
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