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Edinburgh, Scotland, UK
October 21 & October 25 | Co-Located Events, Tutorials, & Workshops
October 22-24 | Conference
Find out more information for Open Source Summit + Embedded Linux Conference & OpenIoT Summit Europe 2018

Please note that you can view and download presentations on the Open Source Summit and Embedded Linux Conference + OpenIoT Summit slides pages. 
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Tuesday, October 23 • 12:20 - 13:00
Introducing FfDL - Deep Learning as a Service on Kubernetes - Animesh Singh, IBM

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Training deep neural network models requires a highly tuned system with the right combination of software, drivers, compute, memory, network, and storage resources.

Deep learning frameworks such as TensorFlow, PyTorch, Caffe, Torch, Theano, and MXNet have contributed to the popularity of deep learning by reducing the effort and skills needed to design, train, and use deep learning models. Fabric for Deep Learning (FfDL, pronounced “fiddle”) provides a consistent way to run these deep-learning frameworks as a service on Kubernetes.

In this talk we are going to introduce an open source project called Fabric for Deep Learning (FfDL). It uses a microservices architecture to reduce coupling between components, keep each component simple and as stateless as possible, isolate component failures, and allow each component to be developed, tested, deployed, scaled, and upgraded independently.

Speakers
avatar for Animesh Singh

Animesh Singh

STSM, AI Platform, IBM
Animesh Singh is an STSM and lead for CODAIT and works with IBM Watson and Cloud Platform, where he leads machine learning and deep learning initiatives and works with communities and customers to design and implement deep learning, machine learning, and cloud computing frameworks... Read More →


Tuesday October 23, 2018 12:20 - 13:00
Fintry Auditorium, Level 3

Attendees (81)