Deploy to On-Premise
If you have your own on-premise servers, you can deploy the model cards to your own servers.
Bind your devices to Nexus AI Platform
Bind your device to Nexus AI Platform.
fedml device bind $api_key
Check your device id from the output of the command line. Here the
31240 is the master device id,
31239 is the worker device id.
Congratulations, your device is connected to the FedML MLOps platform successfully!
Your FedML Edge ID is 32314, unique device ID is 0xxxxxxxx@MacOS.Edge.Device,
master deploy ID is 31240, worker deploy ID is 31239
For single machine deploy, use one master id and one worker id.
fedml model deploy -n my_model -m 31240 -w 31239
After execute the command. You can then check the status of the deployment on Nexus AI Platform.
The System Performance (QPS, Latency, etc.) can be monitored on Nexus AI Platform.