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Dave’s Puzzle - linaro.co/san19puzzle

Tuesday, September 24 • 12:00pm - 12:25pm
SAN19-215 AI Benchmarks and IoT

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There are several mobile and server AI benchmarks in use today and some new ones on the horizon. Which of these or others are applicable to IoT use cases? How do you meaningfully compare AI performance across the wide range of IoT HW with widely varying cost, memory, power and thermal constraints, and accuracy tradeoffs for quantized models vs non-quantized models? This talk will discuss these topics and some of the possible ways to address the issues.

Speakers
avatar for Mark Charlebois

Mark Charlebois

Director Engineering, Qualcomm Technologies Inc
Presently in QCT for Qualcomm Technologies Inc (QTI), working on a Deep Learning framework for Qualcomm SoCs and as an open source software strategist. Mark has represented QTI on the Linux Foundation board, and served on the Dronecode board, and Core Infrastructure Initiative steering... Read More →



Tuesday September 24, 2019 12:00pm - 12:25pm
Sunset 3 (Session 3)

Attendees (51)