ModelArts Metrics¶
Description¶
The cloud service platform provides Cloud Eye to help you better understand the status of your ModelArts real-time services and models. You can use Cloud Eye to automatically monitor your ModelArts real-time services and model loads in real time and manage alarms and notifications so that you can obtain the performance metrics of ModelArts and models.
Namespace¶
SYS.ModelArts
Monitoring Metrics¶
Metric ID | Metric Name | Description | Value Range | Monitored Entity | Monitoring Interval |
|---|---|---|---|---|---|
cpu_usage | CPU Usage | CPU usage of ModelArts Unit: % | >= 0% | ModelArts model loads | 1 minute |
mem_usage | Memory Usage | Memory usage of ModelArts Unit: % | >= 0% | ModelArts model loads | 1 minute |
gpu_util | GPU Usage | GPU usage of ModelArts Unit: % | >= 0% | ModelArts model loads | 1 minute |
successfully_called_times | Number of Successful Calls | Times that ModelArts has been successfully called Unit: times/minute | >= counts/minute | ModelArts models ModelArts real-time services | 1 minute |
failed_called_times | Number of Failed Calls | Times that ModelArts failed to be called Unit: times/minute | >= counts/minute | ModelArts models ModelArts real-time services | 1 minute |
total_called_times | Total Calls | Times that ModelArts is called Unit: times/minute | >= counts/minute | ModelArts model loads ModelArts real-time services | 1 minute |
If a measurement object has multiple measurement dimensions, all the measurement dimensions are mandatory when you use an API to query monitoring metrics.
|
Dimensions¶
Key | Value |
|---|---|
service_id | Real-time service ID |
model_id | Model ID |