Class AutoscalingMetricSpec (2.3.0)

Version 2.3.0

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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.

Inheritance

Object > AutoscalingMetricSpec

Implements

IMessage<AutoscalingMetricSpec>, IEquatable<AutoscalingMetricSpec>, IDeepCloneable<AutoscalingMetricSpec>, IBufferMessage, IMessage

Inherited Members

Object.GetHashCode()

Object.GetType()

Object.MemberwiseClone()

Object.ToString()

Namespace

Google.Cloud.AIPlatform.V1

Assembly

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