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NVIDIA GTC San Jose 2017

S7285 - Unified Memory on the Latest GPU Architectures

Session Speakers
Session Description

Learn about the new features of Unified Memory programming model for heterogeneous architectures. We'll deep dive into architecture and software changes related to Unified Memory, what it means for developers, and how it enables easier data management and new capabilities for your applications. We'll cover in detail Unified Memory features such as on-demand paging, memory oversubscription, memory coherence, and system-wide atomics. Use cases in HPC, deep learning, and graph analytics will be provided along with initial performance results. We'll also discuss common pitfalls and optimization guidelines so you can take full advantage of Unified Memory to increase your productivity.

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All
Talk
Programming Languages, HPC and Supercomputing
50 minutes
Session Schedule