class Aws::SageMaker::Types::TransformResources

Describes the resources, including ML instance types and ML instance count, to use for transform job.

@note When making an API call, you may pass TransformResources

data as a hash:

    {
      instance_type: "ml.m4.xlarge", # required, accepts ml.m4.xlarge, ml.m4.2xlarge, ml.m4.4xlarge, ml.m4.10xlarge, ml.m4.16xlarge, ml.c4.xlarge, ml.c4.2xlarge, ml.c4.4xlarge, ml.c4.8xlarge, ml.p2.xlarge, ml.p2.8xlarge, ml.p2.16xlarge, ml.p3.2xlarge, ml.p3.8xlarge, ml.p3.16xlarge, ml.c5.xlarge, ml.c5.2xlarge, ml.c5.4xlarge, ml.c5.9xlarge, ml.c5.18xlarge, ml.m5.large, ml.m5.xlarge, ml.m5.2xlarge, ml.m5.4xlarge, ml.m5.12xlarge, ml.m5.24xlarge, ml.g4dn.xlarge, ml.g4dn.2xlarge, ml.g4dn.4xlarge, ml.g4dn.8xlarge, ml.g4dn.12xlarge, ml.g4dn.16xlarge
      instance_count: 1, # required
      volume_kms_key_id: "KmsKeyId",
    }

@!attribute [rw] instance_type

The ML compute instance type for the transform job. If you are using
built-in algorithms to transform moderately sized datasets, we
recommend using ml.m4.xlarge or `ml.m5.large`instance types.
@return [String]

@!attribute [rw] instance_count

The number of ML compute instances to use in the transform job. For
distributed transform jobs, specify a value greater than 1. The
default value is `1`.
@return [Integer]

@!attribute [rw] volume_kms_key_id

The Amazon Web Services Key Management Service (Amazon Web Services
KMS) key that Amazon SageMaker uses to encrypt model data on the
storage volume attached to the ML compute instance(s) that run the
batch transform job.

<note markdown="1"> Certain Nitro-based instances include local storage, dependent on
the instance type. Local storage volumes are encrypted using a
hardware module on the instance. You can't request a
`VolumeKmsKeyId` when using an instance type with local storage.

 For a list of instance types that support local instance storage,
see [Instance Store Volumes][1].

 For more information about local instance storage encryption, see
[SSD Instance Store Volumes][2].

 </note>

The `VolumeKmsKeyId` can be any of the following formats:

* Key ID: `1234abcd-12ab-34cd-56ef-1234567890ab`

* Key ARN:
  `arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab`

* Alias name: `alias/ExampleAlias`

* Alias name ARN:
  `arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias`

[1]: https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/InstanceStorage.html#instance-store-volumes
[2]: https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/ssd-instance-store.html
@return [String]

@see docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/TransformResources AWS API Documentation

Constants

SENSITIVE