高效部署机器学习模型的技巧
原文英文,约1200词,阅读约需5分钟。发表于: 。Introduction The process of deploying machine learning models is an important part of deploying AI technologies and systems to the real world. Unfortunately, the road to model deployment can be a...
机器学习模型部署面临挑战,需要优化模型、容器化应用、持续集成和部署、监控模型性能、确保模型安全合规。这些实践可提高性能、灵活运行、提高效率、及时发现问题、保护数据和遵守法规。