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