Big Data Research ›› 2020, Vol. 6 ›› Issue (4): 69-80.doi: 10.11959/j.issn.2096-0271.2020034

• TOPIC:HETEROGENEOUS PARALLEL SYSTEMS FOR BIG DATA • Previous Articles     Next Articles

Research on the next-generation deep learning framework

Fan YU   

  1. Huawei Technologies Co.,Ltd.,Shenzhen 518000,China
  • Online:2020-07-15 Published:2020-07-18

Abstract:

Started from the history of AI,the development and challenges of deep learning were described,the features of the nextgeneration deep learning framework was introduced,the overall framework was analyzed,and the technical advantages of auto parallel,auto differentiation,automatic tuning,as well as the performance advantages of collaborating with Ascend processors were expanded.This article can be used as a reference for deep learning technology researchers.

Key words: artificial intelligence, machine learning, deep learning, computing framework, MindSpore

CLC Number: 

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