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GTC ON-DEMAND

Accelerated Data Science
Presentation
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RAPIDS: Benchmarking Graph Analytics on the DGX-2
Abstract:

This talk will present the results of running the following Graph500 and DARPA Graph Challenge benchmarks and highlight the improvements over other platforms: BFS Graph500 • Single Source Shortest Paths Graph500 • PageRank Pipeline Graph Challenge • Triangle Counting Graph Challenge • K-Truss Graph Challenge The tremendous performance advantages of the DGX-2 platform for deep-learning has recently gained a lot of publicity. However, that is not the only analytic environment that can take advantage of the DGX-2 architecture. Having sixteen fully connected 32GB Volta GPUs presents an intriguing platform for Graph Analytics. The 512GB of combined GPU memory and full NVLink connection between the GPUs offers a number of advantages over a distributed MPI-based approach.

 
Topics:
Accelerated Data Science
Type:
Talk
Event:
GTC Washington D.C.
Year:
2018
Session ID:
DC8110
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