Matrix (Federated Learning Project)

Operating Manual

Application Dashboard

cd dashboard 
python3 app.py

http://127.0.0.1:8002/dashboard

Main APP Server(fl_main_app)

python3 fl_main_app.py -p 8000 

Secure Aggregator(fl_sec_app)

python3 ./fl_sec_app.py -p 8001

Client(fl_cli_app)

 python3 fl_cli_app.py -p 8003 -n 0
 python3 fl_cli_app.py -p 8004 -n 1
 python3 fl_cli_app.py -p 8003 -n 2
 ...
 for the configuration of the number of clients, 
 see hosts.yml

flow Orchestration Simulator(fl_flow_orches)

python3 fl_flow_orches.py -c 2

Model implementation code

reference https://github.com/Erkil1452/touch

Functional screenshot

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操作手册

运行看板(dashboard)

cd dashboard 
python3 app.py

http://127.0.0.1:8002/dashboard

运行总服务端(fl_main_app)

python3 fl_main_app.py -p 8000 

运行安全聚合器(fl_sec_app)

python3 ./fl_sec_app.py -p 8001

运行客户端(fl_cli_app)

 python3 fl_cli_app.py -p 8003 -n 0
 python3 fl_cli_app.py -p 8004 -n 1
 python3 fl_cli_app.py -p 8003 -n 2
 ...
 客户端数量配置见 hosts.yml

模拟任务编排(fl_flow_orches)

python3 fl_flow_orches.py -c 2

模型实现代码

参考 https://github.com/Erkil1452/touch

功能展示