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2017 GTC San Jose

S7471 - Combining NVIDIA Docker and Databases to Enhance Agile Development and Optimize Resource Allocation

Session Speakers
Session Description

Learn how to use NVIDIA Docker combined with database analysis to improve your agile development process, generalize hardware requirements, speed up deployment, and identify optimal configurations. Discover how to leverage the resource isolation of Docker containers to test different GPU-architecture performances and resource allocation to optimize system use and maximize processing throughput. Learn how to test this resource isolation using agile methods including development of a processing chain from multi-threaded CPU, to single GPU, and finally to multi-GPU architecture. Hear our observations about compilation timing, execution performance, resource allocation, and generation of CUDA binaries within containers while showcasing an automated image registration pipeline.


Additional Session Information
Intermediate
Talk
Data Center and Cloud Computing Deep Learning and AI HPC and Supercomputing
50 minutes
Session Schedule