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2017 GTC San Jose

S7723 - ArrayFire Graph: Dynamic Graph Library for GPUs

Session Speakers
Session Description

ArrayFire Graph is an out-of-core dynamic graph library that runs on NVIDIA GPUs. It enables users to create and update graphs at a very high rate. AF Graph has a number of high-performance graph analytic algorithms that can be run on the dynamic data. Dynamic graphs allow users to provide incremental edge updates instead of rebuilding the whole graph. AF Graph's out-of-core support can handle graphs that cannot fit in GPU memory and can handle billions of edges.


Additional Session Information
Intermediate
Talk
Accelerated Analytics Deep Learning and AI Tools and Libraries
Software
25 minutes
Session Schedule