Interface ProcessingInstancePreference.Builder

All Superinterfaces:
Buildable, CopyableBuilder<ProcessingInstancePreference.Builder,ProcessingInstancePreference>, SdkBuilder<ProcessingInstancePreference.Builder,ProcessingInstancePreference>, SdkPojo
Enclosing class:
ProcessingInstancePreference
@Mutable @NotThreadSafe public static interface ProcessingInstancePreference.Builder extends SdkPojo, CopyableBuilder<ProcessingInstancePreference.Builder,ProcessingInstancePreference>

  • Method Details

    • instanceType

      ProcessingInstancePreference.Builder instanceType(String instanceType)

      The ML compute instance type. An instance type can appear only once in an InstancePreferences list.

      Parameters:
      instanceType - The ML compute instance type. An instance type can appear only once in an InstancePreferences list.
      Returns:
      Returns a reference to this object so that method calls can be chained together.
      See Also:

    • instanceType

      ProcessingInstancePreference.Builder instanceType(ProcessingInstanceType instanceType)

      The ML compute instance type. An instance type can appear only once in an InstancePreferences list.

      Parameters:
      instanceType - The ML compute instance type. An instance type can appear only once in an InstancePreferences list.
      Returns:
      Returns a reference to this object so that method calls can be chained together.
      See Also:

    • instanceCount

      ProcessingInstancePreference.Builder instanceCount(Integer instanceCount)

      The number of instances to launch if this instance type is selected. Specify the instance count for the processing job in one of the following two ways:

      1. Per preference – Set InstanceCount on every preference in the InstancePreferences list and don't set ProcessingClusterConfig$InstanceCount. Use this when each instance type needs a different number of instances to deliver equivalent compute.

      2. One count for the job – Set ProcessingClusterConfig$InstanceCount and omit it from every preference. Amazon SageMaker applies this to all instance types in the list.

      For example, in a list of five preferences, either all five specify InstanceCount or none of them do. Amazon SageMaker rejects requests that set InstanceCount on only some preferences, that set it both per preference and in ProcessingClusterConfig, or that omit it in both places.

      Parameters:
      instanceCount - The number of instances to launch if this instance type is selected. Specify the instance count for the processing job in one of the following two ways:

      1. Per preference – Set InstanceCount on every preference in the InstancePreferences list and don't set ProcessingClusterConfig$InstanceCount . Use this when each instance type needs a different number of instances to deliver equivalent compute.

      2. One count for the job – Set ProcessingClusterConfig$InstanceCount and omit it from every preference. Amazon SageMaker applies this to all instance types in the list.

      For example, in a list of five preferences, either all five specify InstanceCount or none of them do. Amazon SageMaker rejects requests that set InstanceCount on only some preferences, that set it both per preference and in ProcessingClusterConfig, or that omit it in both places.

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