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go-infer's Introduction

Go实现的模型推理和API部署框架

深度学习模型在部署时通常以云方式部署，通过API对外提供推理服务。这个框架提供了部署API时的基本架构组件，实现了几个目标：

  • API处理模块与模型推理模块解耦，降低高并发造成的网络和计算阻塞风险
  • API处理模块与模型推理模块可进行分布式部署，均可实现横向扩展
  • 使用Go语言实现，提高执行效率，简化部署和运维
  • 业务逻辑使用callback方式调用，隐藏通用逻辑，开发时只需关注业务逻辑

其他功能：

分布式部署架构

分布式部署架构

开发文档

  1. 开发指南
  2. API文档模板
  3. 框架测试
  4. Tensorflow运行环境

go-infer's People

Contributors

jack139 avatar

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