AmlComputeCpuGpuUtilization

Azure Machine Learning services CPU and GPU utilizaion logs.

Table attributes

Attribute	Value
Resource types	microsoft.machinelearningservices/workspaces
Categories	Azure Resources
Solutions	LogManagement
Basic log	No
Ingestion-time transformation	Yes
Sample Queries	Yes

Columns

Column	Type	Description
_BilledSize	real	The record size in bytes
CallerIpAddress	string	The caller IP address.
ClusterName	string	Compute cluster name for AmlCompute clusters. In case of singularity this would be VirtualCluster(VC) name.
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.
_IsBillable	string	Specifies whether ingesting the data is billable. When _IsBillable is false ingestion isn't billed to your Azure account
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.
MetricName	string	Metric name. This would be Cpu/Gpu utilization metric eg. GpuMemoryUtilization, GpuUtilization, CpuUtilization etc.
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	The type of agent the event was collected by. For example, OpsManager for Windows agent, either direct connect or Operations Manager, Linux for all Linux agents, or Azure for Azure Diagnostics
_SubscriptionId	string	A unique identifier for the subscription that the record is associated with
TenantId	string	The Log Analytics workspace ID
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.