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June 25 - 27 - Beijing, China
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Tuesday, June 26 • 13:00 - 14:00
Baidu Deep Learning Platform on Kubernetes

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With the deep learning framework PaddlePaddle widely used in Baidu, PaddlePaddle platform based on Baidu private and public cloud also landed accordingly. In terms of technology selection, the traditional technology like Slurm cannot meet the fault tolerance and auto-scaling capacity of PaddlePaddle, and there is a lack of flexibility for the support of heterogeneous hardwares like GPU, FPGA, and RDMA. Therefore, we introduced Kubernetes in the next-generation platform design to achieve the platformization of the deep learning framework. In this session, we will share the architecture of Baidu's deep learning platform PaddleCloud and the series of work we have done at IaaS and CaaS.

Tuesday June 26, 2018 13:00 - 14:00
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