September 27-30, 2021
Seattle, Washington, USA + Virtual
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Wednesday, September 29 • 3:00pm - 3:10pm
(VIRTUAL) Lightning Talk: Deploying AI Solutions on the Edge with Containers - Tony Lin, Microsoft

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As there are various edge devices with different AI accelerators, each kind of edge device may run its own operating system with its specific toolchain, which becomes a big challenge for developers to build AI solutions and deploy at scale. Therefore, this talk will show some examples to develop AI solutions for edge devices with ONNX (Open Neural Network Exchange) runtime and container technologies that provides the abstraction layer of edge devices when performing AI inference on the edge. For developers who built AI solutions using these concepts, the solutions may be running using different AI hardware without rewriting the inference application or business logic, which is easier for developers deploy the AI solutions at scale.

avatar for Tony Lin

Tony Lin

Senior Software Engineer, Microsoft
Tony Lin is a senior software engineer in Microsoft Taiwan. Tony works with ecosystem partners to accelerate digital transformation through IoT and AI technologies, and enrich end-to-end solutions on intelligent edge and intelligent cloud platforms.

Wednesday September 29, 2021 3:00pm - 3:10pm PDT
MeetingPlay Platform + Virtual Learning Lab
  AI & Data, AI on the Edge