How Lynx Elves PAI business use machine learning to optimize the model reasoning

Author: Joo Chiat, double Wu, Chu Zhe, Xiao Xiang, Xu Lin

introduction

Lynx Wizard (TmallGenie) is Ali Baba Artificial Intelligence Laboratory (Alibaba AILabs) on July 5, 2017 release of AI intelligent voice terminals. Lynx wizard currently is the third global sales, China sales of the first intelligent speaker brand.

In Lynx Elf business systems, extensive use of the algorithm model. As the field of classification model, intent classification model, the model filling slots, several rounds of dialogue model. Lynx currently has hundreds of elves background model algorithm being used.

In the services model, there are two very important questions:

  • First, in order to ensure that services can be rapid response, RT model must be as short as possible.
  • Secondly, we hope that under certain circumstances be able to support more hardware resources qps access, thereby reducing the overall cost.


Machine learning PAI Alibaba AI development platform, provides software and hardware integration of AI programming environments and developer of high-performance training and inference engine frame.

Lynx optimization wizard PAI business model primarily through AutoAI access to PAI Bla

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Origin yq.aliyun.com/articles/721077