You can deploy a model as a real-time service that provides a real-time test UI and monitoring capabilities. After model training is complete, you can deploy a version with the ideal accuracy and in the Successful status as a service. The procedure is as follows:
Currently, the options are 1 hour later, 2 hours later, 4 hours later, 6 hours later, and Custom. If you select Custom, you can enter any integer from 1 to 24 hours in the text box on the right.
The deployment takes a certain period of time. If the status in the Version Manager pane changes from Deploying to Running, the deployment is complete.
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 | {
"data":
{
"count": 1,
"req_data":
[
{
"attr_1": "58",
"attr_2": "management",
"attr_3": "married",
"attr_4": "tertiary",
"attr_5": "yes",
"attr_6": "no",
"attr_7": ""
}
]
}
}
|
A running real-time service keeps consuming the resources. If you do not need to use the real-time service, you are advised to click Stop in the Version Manager pane to stop the service. If you want to use the service again, click Start.