摘要
随着人工智能(AI)成为改变世界的前沿技术,企业也迫切需要系统地开发和实现人工智能来升级新一代工业系统的基础。考虑到将人工智能应用开发集成到工业开发中存在开发流程环节多、AI项目开发人员能力背景不一等问题,以企业实际需求为背景设计实现了一个AI项目开发平台。探讨了人工智能项目开发平台的概念和实现,并且基于企业实际需求对其进行定制化。在传统开发流程基础上完善更多开发工作流环节。在企业内部成功进行部署和测试。结果表明:项目开发平台的功能合理、运行正常、管理便捷对AI项目开发效率、体验、规范化有积极影响,提高了计算加速部件利用率。
As artificial intelligence(AI)becomes a frontier worldchanging technology,there is an urgent need for enterprises to systematically develop and implement artificial intelligence to upgrade the foundation of nextgeneration industrial systems.Considering that there are many development process links and different backgrounds of AI project developers in integrating AI application development into industrial development,an AI project development platform is designed with enterprise needs as the background.This paper discussed the concept and implementation of artificial intelligence project development platform,and customized it according to the actual needs of enterprises.This paper covered more development workflow links on the basis of the traditional development process.It was successfully deployed and tested within the enterprise.The results show that the reasonable function,normal operation and convenient management of the project development platform have a positive impact on the efficiency,experience and standardization of AI project development,and improve the utilization rate of computing acceleration parts.
作者
沈文枫
邓荣
刘政森
杜雨航
陆唯佳
Shen Wenfeng;Deng Rong;Liu Zhengsen;Du Yuhang;Lu Weijia(School of Computer Engineering and Science,Shanghai University,Shanghai 200444,China;AI Laboratory,United Automotive Electronic Systems Co.,Ltd.,Shanghai 201206,China;Shanghai Engineering Research Center of Intelligent Computing System,Shanghai University,Shanghai 200444,China)
出处
《计算机应用与软件》
北大核心
2024年第5期15-20,48,共7页
Computer Applications and Software
