AmlComputeCpuGpuUtilization

Azure Machine Learning services CPU and GPU utilizaion logs.

Categories

  • Azure Resources

Solutions

  • LogManagement

Resource types

  • Machine Learning

Columns

Column Type Description
CallerIpAddress string The caller IP address.
CorrelationId string A GUID used to group together a set of related events.
DeviceId string DeviceId of GPU.
DeviceType string Type of compute, either CPU or GPU.
DurationMs string The duration of the operation in milliseconds.
Identity string Identity of the user or application that performed the operation.
Level string The severity level of the event. Must be one of Informational, Warning, Error, or Critical.
Location string The region of the resource emitting the event.
NodeId string NodeId on the cluster.
OperationName string The name of the operation associated with the log entry.
OperationVersion string The api-version associated with the operation, if the operationName was performed using an API.
_ResourceId string A unique identifier for the resource that the record is associated with
ResultDescription string The static text description of this operation.
ResultSignature string The sub status of the event. If this operation corresponds to a REST API call, this is the HTTP status code of the corresponding REST call.
ResultType string The status of the event. Typical values include Started, In Progress, Succeeded, Failed, Active, and Resolved.
RunId string Unique run identifier.
SourceSystem string
_SubscriptionId string A unique identifier for the subscription that the record is associated with
TenantId string
TimeGenerated datetime The timestamp (UTC) of the event.
Type string The name of the table
Utilization string Compute utilization of node.
WorkspaceId string Unique workspace identifer.
WorkspaceName string User friendly workspace identifier.