Oracle Cloud Infrastructure Documentation

Job Metrics

Use job metrics to improve performance.

Metrics are automatically available in the oci_datascience_jobrun namespace for any Data Science job run. You don't need to enable monitoring on OCI resources to get these metrics.

Data Science job run metrics include these dimensions:

resourceId

The OCID of the job run.

resourceDisplayName

The user-supplied display name of the job run.

shape

The Compute instance shape of the job run.

Metric Name Display Name Unit Description Dimensions

CpuUtilization

CPU Utilization

Percent

Activity level from the CPU when a CPU shape is used. Expressed as a percentage of the busy time compared with the total time (busy and idle).

resourceId

resourceDisplayName

shape

GpuUtilization

GPU Utilization

Percent

Activity level from the GPU when a GPU shape is used. Expressed as a percentage of the busy time compared with the total time (busy and idle).

resourceId

resourceDisplayName

shape

DiskUtilization

Disk Utilization

Percent

Disk space in use. Expressed as a percentage of the used disk space compared with total disk space.

resourceId

resourceDisplayName

shape

MemoryUtilization

Memory Utilization

Percent

Memory in use. Measured by pages. The percentage of RAM that's used, which is measured by the number of memory pages used relative to the total number of memory pages.

resourceId

resourceDisplayName

shape

NetworkBytesIn

Network Bytes In

Byte

Network receipt throughput. Expressed as bytes per second.

resourceId

resourceDisplayName

NetworkBytesOut

Network Bytes Out

Byte

Network transmission throughput. Expressed as bytes transmitted per second.

resourceId

resourceDisplayName

Viewing Job Run Metrics

You can view the default metric charts using a job run details page in the Data Science service.

  1. Open the navigation menu and click Analytics & AI. Under Machine Learning, click Data Science.
  2. Select the region you are using with Data Science.
  3. Select the compartment that contains the project of the job that you want to view the job run metrics for.
  4. Click the name of the project associated with the job run that you want to view the metrics for.
  5. Click the name of the job that you want to view job run metrics for.
  6. Click the name of the job run whose metrics you want to view.
  7. Under Resources, click Metrics.

    The Metrics area displays a chart for each metric that's emitted to the metric namespace for Data Science.

For more information about the emitted metrics, see job run metrics.

If you don't see the metrics data for a job run that you expect, see missing metrics data.