| Sophon platform is a AI platform developed by Transwarp.It aims at lowering the threshold of AI application in enterprises,embedding AI model into existing applications and enhancing business value.In order to facilitate user communication and learning to build an AI model,Sophon needs to supplement the sharing function to allow users to share the AI model and the process of building it with other users through the platform.This thesis describes the development background of Al platform of Transwarp,explains the importance of AI sharing system,introduces the development status of related technology research and application,and summarizes the technologies used to build the system,including Spring Boot,TxSQL,HDFS,CAS,retrofit2,etc.The requirement of the system is analyzed in detail,four functions including including flow management function,model management function,data set management function and sharing management function are proposed.On this basis,the overall design scheme and database design are put forward,the design and implementation of four functional modules are introduced.Sophon 2.2 has integrated this module and passed the first round of testing,and is now in the second round of testing. |
