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houysh
ad31f3e4f3
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| code | 2 years ago | |
| etcd | 2 years ago | |
| Dockerfile | 2 years ago | |
| README.md | 2 years ago | |
| agent | 2 years ago | |
| agentmodel | 2 years ago | |
| config.yaml | 2 years ago | |
| core.yaml | 2 years ago | |
| inotifywait.sh | 2 years ago | |
| start.sh | 2 years ago | |
README.md
云际学习server端
主要功能
- 参数共享：为模型训练端提供模型参数下载服务
- 参数收集：为模型训练端提供参数上传服务
- 参数融合：融合收集到的各个训练端的参数，这里仅以参数平均方式示例
- 模型验证：测试参数融合后的模型，把测试结果上传到管理平台
支撑模块
- agent, agentmodel, etcd: 接收各client节点的模型参数、模型参数融合、与client节点进行模型参数同步
- code : 模型测试代码，对融合后的模型进行评估测试
- start.sh :启动脚本，负责启动系统各模块及测试进程
- Dockerfile: docker 镜像编译文件