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8-9 Oct 2018: Training
9-11 Oct 2018: Tutorials & Conference
London, UK

Architect, Amazon Web Services

Gaurav Kaul is an architect at AWS in the UK.


13:45–14:25 Wednesday, 10 October 2018
Location: Westminster Suite
Secondary topics:  Deep Learning tools, Edge computing and Hardware, Platforms and infrastructure
GAURAV KAUL (Amazon Web Services), Suneel Marthi (Amazon Web Services), Grigori Fursin (dividiti)
Gaurav Kaul, Grigori Fursin, and Suneel Marthi share trade-offs and design choices that are applicable to deep learning models when training in the cloud, specifically focusing on convergence and numerical stability, which are very important for autonomous driving and medical imaging. They then demonstrate how to optimize cost, performance, and convergence using CPU spot instances in AWS. Read more.