Class AcceleratorPartitionLayout

java.lang.Object
software.amazon.awssdk.services.sagemaker.model.AcceleratorPartitionLayout
All Implemented Interfaces:
Serializable, SdkPojo, ToCopyableBuilder<AcceleratorPartitionLayout.Builder,AcceleratorPartitionLayout>
@Generated("software.amazon.awssdk:codegen") public final class AcceleratorPartitionLayout extends Object implements SdkPojo, Serializable, ToCopyableBuilder<AcceleratorPartitionLayout.Builder,AcceleratorPartitionLayout>

A layout of accelerator partitions for a production variant. On NVIDIA GPUs, the partitions are Multi-Instance GPU (MIG) instances. SageMaker applies the layout to every accelerator on the variant's instance type. You can't change the layout of a running endpoint. To use a different layout, create a new endpoint.

See Also:

  • Method Details

    • hasAcceleratorPartitionTypes

      public final boolean hasAcceleratorPartitionTypes()
      For responses, this returns true if the service returned a value for the AcceleratorPartitionTypes property. This DOES NOT check that the value is non-empty (for which, you should check the isEmpty() method on the property). This is useful because the SDK will never return a null collection or map, but you may need to differentiate between the service returning nothing (or null) and the service returning an empty collection or map. For requests, this returns true if a value for the property was specified in the request builder, and false if a value was not specified.

    • acceleratorPartitionTypes

      public final List<String> acceleratorPartitionTypes()

      The list of partition profiles to carve on each accelerator that this layout applies to. On NVIDIA GPUs these are Multi-Instance GPU (MIG) profiles, for example ["mig-3g.40gb", "mig-4g.40gb"]. The order of the profiles doesn't change how the accelerator is partitioned. However, when you update an endpoint, a layout with the same profiles in a different order counts as a different layout, and the update is rejected. Repeat a profile to request more than one partition of that size: for example, ["mig-3g.40gb", "mig-3g.40gb"] requests two mig-3g.40gb partitions.

      Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.

      This method will never return null. If you would like to know whether the service returned this field (so that you can differentiate between null and empty), you can use the hasAcceleratorPartitionTypes() method.

      Returns:
      The list of partition profiles to carve on each accelerator that this layout applies to. On NVIDIA GPUs these are Multi-Instance GPU (MIG) profiles, for example ["mig-3g.40gb", "mig-4g.40gb"]. The order of the profiles doesn't change how the accelerator is partitioned. However, when you update an endpoint, a layout with the same profiles in a different order counts as a different layout, and the update is rejected. Repeat a profile to request more than one partition of that size: for example, ["mig-3g.40gb", "mig-3g.40gb"] requests two mig-3g.40gb partitions.

    • toBuilder

      public AcceleratorPartitionLayout.Builder toBuilder()
      Description copied from interface: ToCopyableBuilder
      Take this object and create a builder that contains all of the current property values of this object.
      Specified by:
      toBuilder in interface ToCopyableBuilder<AcceleratorPartitionLayout.Builder,AcceleratorPartitionLayout>
      Returns:
      a builder for type T

    • builder

      public static AcceleratorPartitionLayout.Builder builder()

    • serializableBuilderClass

      public static Class<? extends AcceleratorPartitionLayout.Builder> serializableBuilderClass()

    • hashCode

      public final int hashCode()
      Overrides:
      hashCode in class Object

    • equals

      public final boolean equals(Object obj)
      Overrides:
      equals in class Object

    • equalsBySdkFields

      public final boolean equalsBySdkFields(Object obj)
      Description copied from interface: SdkPojo
      Indicates whether some other object is "equal to" this one by SDK fields. An SDK field is a modeled, non-inherited field in an SdkPojo class, and is generated based on a service model.

      If an SdkPojo class does not have any inherited fields, equalsBySdkFields and equals are essentially the same.

      Specified by:
      equalsBySdkFields in interface SdkPojo
      Parameters:
      obj - the object to be compared with
      Returns:
      true if the other object equals to this object by sdk fields, false otherwise.

    • toString

      public final String toString()
      Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.
      Overrides:
      toString in class Object

    • getValueForField

      public final <T> Optional<T> getValueForField(String fieldName, Class<T> clazz)

    • sdkFields

      public final List<SdkField<?>> sdkFields()
      Specified by:
      sdkFields in interface SdkPojo
      Returns:
      List of SdkField in this POJO. May be empty list but should never be null.

    • sdkFieldNameToField

      public final Map<String,SdkField<?>> sdkFieldNameToField()
      Specified by:
      sdkFieldNameToField in interface SdkPojo
      Returns:
      The mapping between the field name and its corresponding field.