Checking the Resource Usage of a Notebook Instance
When using a notebook instance, you can view the resource usage on the notebook instance details page, such as the CPU usage, physical memory usage, and GPU usage.
Constraints
The system automatically saves the resource usage of a notebook instance for 30 days. After the 30 days, the data will be deleted.
Viewing Monitoring Data
- Log in to the ModelArts console and perform the following operations as required:
- New console: Choose Model Build > Notebook.
- Old console: Choose Development Space > Notebook.
- On the Notebook page, click the name of a notebook instance. On the displayed page, click the Monitor tab to view the resource usage of the notebook instance.
You can view monitoring data for the past 30 minutes, 1 hour, 6 hours, 12 hours, 24 hours, or 7 days. You can also set a custom time range. The maximum viewable period is one month. When a notebook instance is running, it periodically obtains the latest resource usage data from the backend and refreshes the data. You can manually refresh the data or set the automatic refresh interval to 30 seconds, 1 minute, or 5 minutes on the right of the Event tab.
Click
to go to the AOM console. After adding metrics, you can view details about the metrics of the instance. For details, see Viewing All ModelArts Monitoring Metrics on the AOM Console. Figure 1 Notebook monitoring data
Table 1 Notebook metrics Category
Metric
Parameter
Description
CPU
CPU Usage (%)
ma_container_cpu_util
CPU usage of the monitored object
Memory
Physical Memory Usage (%)
ma_container_memory_util
Percentage of the used physical memory
GPU
Used GPUs (%)
ma_container_gpu_util
GPU usage of the monitored object
GPU Memory Usage (%)
ma_container_gpu_mem_util
Percentage of the used GPU memory to the total GPU memory
Disk
Disk Write Rate (KB/s)
ma_container_disk_write_kilobytes
Volume of data written into a disk per second
Disk Read Rate (KB/s)
ma_container_disk_read_kilobytes
Volume of data read from a disk per second
Network
Downlink BPS (B/s)
ma_container_network_receive_bytes
Inbound traffic rate of a measured object
Uplink BPS (B/s)
ma_container_network_transmit_bytes
Outbound traffic rate of a measured object
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