2019 年 6 月 24–26 日

To view the English version of this schedule please go here.

Simultaneous translation will be provided for all keynote and breakout sessions.

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Tuesday, June 25 • 11:45 - 12:20
利用 Knative 发展深度学习平台 - Ti Zhou,百度

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Knative 的出现增强了百度内部深度学习平台的能力。训练和推理服务之间的工作流可以基于 Knative Eventing 来实现。训练和推理服务还可利用 Knative Serving 实施智能路由和自动扩展。训练工作镜像也可通过 Knative Build 框架构建。使用 Knative 后,百度内部深度学习平台所消耗的资源减少了 20%。

在本次演讲中,我们将向您展示如何使用 Knative 的功能重建深度学习平台,包括:
扩展 Eventing,以通过训练实现推理管道自动化
使用 Serving 实施推理服务的智能路由和自动扩展
使用 Build 自动化生成训练镜像的过程

avatar for Ti Zhou

Ti Zhou

Senior Architect, Baidu
Ti Zhou, Kubernetes member, LF AI & Data TAC member, currently serves as senior architect in Baidu Inc, focusing on PaddlePaddle Deep Learning Framework and Baidu Cloud Container Engine, helps developers to deploy cloud-native machine learning on private and public cloud.

Tuesday June 25, 2019 11:45 - 12:20 CST