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id=\"项目概述\">项目概述\u003C\u002Fh2>\u003Cp>ONNX Runtime 是微软开源的跨平台推理和训练机器学习加速器。推理引擎支持 PyTorch、TensorFlow\u002FKeras 等深度学习框架以及 scikit-learn、LightGBM、XGBoost 等经典机器学习库。\u003C\u002Fp>\n\u003Ch2 id=\"主要功能\">主要功能\u003C\u002Fh2>\u003Cul>\n\u003Cli>跨平台推理加速，兼容不同硬件、驱动和操作系统\u003C\u002Fli>\n\u003Cli>利用硬件加速器和图优化实现最佳性能\u003C\u002Fli>\n\u003Cli>训练加速：在多节点 NVIDIA GPU 上加速 transformer 模型训练\u003C\u002Fli>\n\u003Cli>支持 ONNX 格式模型\u003C\u002Fli>\n\u003Cli>支持多种编程语言和运行环境\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Ch2 id=\"适用人群\">适用人群\u003C\u002Fh2>\u003Cul>\n\u003Cli>机器学习和深度学习开发者\u003C\u002Fli>\n\u003Cli>需要跨平台部署模型的工程师\u003C\u002Fli>\n\u003Cli>需要高性能推理和训练加速的团队\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Ch2 id=\"快速上手\">快速上手\u003C\u002Fh2>\u003Col>\n\u003Cli>访问 \u003Ca href=\"https:\u002F\u002Fonnxruntime.ai\" target=\"_blank\" rel=\"noopener noreferrer\">onnxruntime.ai\u003C\u002Fa> 获取通用信息\u003C\u002Fli>\n\u003Cli>查看 \u003Ca href=\"https:\u002F\u002Fonnxruntime.ai\u002Fdocs\" target=\"_blank\" rel=\"noopener noreferrer\">文档和教程\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>从 \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fonnxruntime\u002Freleases\" target=\"_blank\" rel=\"noopener noreferrer\">GitHub Releases\u003C\u002Fa> 下载对应平台版本\u003C\u002Fli>\n\u003C\u002Fol>\n\u003Ch2 id=\"核心优势\">核心优势\u003C\u002Fh2>\u003Cul>\n\u003Cli>微软官方开源项目\u003C\u002Fli>\n\u003Cli>跨平台支持，覆盖主流操作系统和硬件\u003C\u002Fli>\n\u003Cli>高性能推理和训练加速\u003C\u002Fli>\n\u003Cli>MIT 许可证\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Ch2 id=\"系统要求\">系统要求\u003C\u002Fh2>\u003Cul>\n\u003Cli>操作系统：跨平台（Windows、Linux、macOS 等）\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Ch2 id=\"注意事项\">注意事项\u003C\u002Fh2>\u003Cul>\n\u003Cli>该项目可能收集使用数据并发送给 Microsoft 以改进产品和服务\u003C\u002Fli>\n\u003C\u002Ful>\n",1790699386226]