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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 • 16:40 - 17:20
Deep Learning Neural Network Acceleration at the Edge - Andrea Gallo, Linaro

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The dramatically growing amount of data captured by sensors and the ever more stringent requirements for latency and real time constraints are paving the way for edge computing, and this implies that not only big data analytics but also Machine Learning (ML) inference shall be executed at the edge. The multiple options for neural network acceleration in recent Arm-based platforms provides an unprecedented opportunity for new intelligent devices with ML inference. It also raises the risk of fragmentation and duplication of efforts when multiple frameworks shall support multiple accelerators.

Andrea Gallowill summarise the existing NN frameworks, model description formats, accelerator solutions, low cost development boards and will describe the efforts underway to identify the best technologies to improve the consolidation and enable the competitive innovative advantage from all vendors.

Speakers
avatar for Andrea Gallo

Andrea Gallo

VP of Membership Development, Linaro
Andrea joined the Linaro Technical Steering Committee in 2010 as an ST-Ericsson Fellow before becoming a Linaro employee in 2012 as the Director of the Linaro Enterprise Group (now known as the Linaro Data Center and Cloud Group). He then went on to work as the VP of Segment Groups... Read More →



Tuesday October 23, 2018 16:40 - 17:20 BST
Lammermuir 2, Level -2