public sealed class AutoscalingMetricSpec : IMessage<AutoscalingMetricSpec>, IEquatable<AutoscalingMetricSpec>, IDeepCloneable<AutoscalingMetricSpec>, IBufferMessage, IMessage
The metric specification that defines the target resource utilization (CPU utilization, accelerator's duty cycle, and so on) for calculating the desired replica count.
Implements
IMessage<AutoscalingMetricSpec>, IEquatable<AutoscalingMetricSpec>, IDeepCloneable<AutoscalingMetricSpec>, IBufferMessage, IMessageNamespace
Google.Cloud.AIPlatform.V1Assembly
Google.Cloud.AIPlatform.V1.dll
Constructors
AutoscalingMetricSpec()
public AutoscalingMetricSpec()
AutoscalingMetricSpec(AutoscalingMetricSpec)
public AutoscalingMetricSpec(AutoscalingMetricSpec other)
Parameter | |
---|---|
Name | Description |
other | AutoscalingMetricSpec |
Properties
MetricName
public string MetricName { get; set; }
Required. The resource metric name. Supported metrics:
- For Online Prediction:
aiplatform.googleapis.com/prediction/online/accelerator/duty_cycle
aiplatform.googleapis.com/prediction/online/cpu/utilization
Property Value | |
---|---|
Type | Description |
String |
Target
public int Target { get; set; }
The target resource utilization in percentage (1% - 100%) for the given metric; once the real usage deviates from the target by a certain percentage, the machine replicas change. The default value is 60 (representing 60%) if not provided.
Property Value | |
---|---|
Type | Description |
Int32 |