September 13-16, 2022
Dublin, Ireland + Virtual
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Tuesday, September 13 • 17:10 - 17:50
Bring the Power of ONNX to Spark as it Never Happened Before - Xiyuan Wang & Yikun Jiang, Huawei

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Both data processing platforms and deep learning frameworks are evolving in their own fields. Usually, Spark is used for offline data processing, and then various deep learning frameworks are used for data inference. A simplified API for DL ​​Inferencing is very important as a bridge. What does an ideal data and deep learning inference pipeline look like? We'll discuss how to build your AI application using Spark and ONNX, the current status and initial idea of Spark commiunty to improve this pipeline, and also make full use of the capabilities of Ascend Hardware Platform. This session will include below parts: - Introduce Current status and plan for onnx contritbution of Ascend Hardware Platform. - Introduce "SPIP: Simplified API for DL Inferencing" background in the Spark community - A simple demo to show how it works. This topic help you know the latest progress of Ascend Hardware Platform integration in ONNX, as well as the initial idea of the inference pipeline improvement in the Spark community.

avatar for Yikun Jiang

Yikun Jiang

senior software engineer, Huawei
Yikun Jiang is Senior Software Engineer, Huawei Computing Open Source Team, OpenStack Storage Project Committer, Apache Spark Contributor, has been deeply involved in cloud computing and big data open source communities for six years, and is currently works on multi-architecture support... Read More →

Tuesday September 13, 2022 17:10 - 17:50 IST
Liffey Meeting Room 3 (Level 1)