Package software.amazon.awssdk.services.sagemaker.model

Interface RecommendationMetrics.Builder

All Superinterfaces:
Buildable, CopyableBuilder<RecommendationMetrics.Builder,RecommendationMetrics>, SdkBuilder<RecommendationMetrics.Builder,RecommendationMetrics>, SdkPojo
Enclosing class:
RecommendationMetrics
public static interface RecommendationMetrics.Builder extends SdkPojo, CopyableBuilder<RecommendationMetrics.Builder,RecommendationMetrics>

  • Method Details

    • costPerHour

      RecommendationMetrics.Builder costPerHour(Float costPerHour)

      Defines the cost per hour for the instance.

      Parameters:
      costPerHour - Defines the cost per hour for the instance.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • costPerInference

      RecommendationMetrics.Builder costPerInference(Float costPerInference)

      Defines the cost per inference for the instance .

      Parameters:
      costPerInference - Defines the cost per inference for the instance .
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • maxInvocations

      RecommendationMetrics.Builder maxInvocations(Integer maxInvocations)

      The expected maximum number of requests per minute for the instance.

      Parameters:
      maxInvocations - The expected maximum number of requests per minute for the instance.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • modelLatency

      RecommendationMetrics.Builder modelLatency(Integer modelLatency)

      The expected model latency at maximum invocation per minute for the instance.

      Parameters:
      modelLatency - The expected model latency at maximum invocation per minute for the instance.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • cpuUtilization

      RecommendationMetrics.Builder cpuUtilization(Float cpuUtilization)

      The expected CPU utilization at maximum invocations per minute for the instance.

      NaN indicates that the value is not available.

      Parameters:
      cpuUtilization - The expected CPU utilization at maximum invocations per minute for the instance.

      NaN indicates that the value is not available.

      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • memoryUtilization

      RecommendationMetrics.Builder memoryUtilization(Float memoryUtilization)

      The expected memory utilization at maximum invocations per minute for the instance.

      NaN indicates that the value is not available.

      Parameters:
      memoryUtilization - The expected memory utilization at maximum invocations per minute for the instance.

      NaN indicates that the value is not available.

      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • modelSetupTime

      RecommendationMetrics.Builder modelSetupTime(Integer modelSetupTime)

      The time it takes to launch new compute resources for a serverless endpoint. The time can vary depending on the model size, how long it takes to download the model, and the start-up time of the container.

      NaN indicates that the value is not available.

      Parameters:
      modelSetupTime - The time it takes to launch new compute resources for a serverless endpoint. The time can vary depending on the model size, how long it takes to download the model, and the start-up time of the container.

      NaN indicates that the value is not available.

      Returns:
      Returns a reference to this object so that method calls can be chained together.