Interface ProcessingClusterConfig.Builder
- All Superinterfaces:
Buildable
,CopyableBuilder<ProcessingClusterConfig.Builder,
,ProcessingClusterConfig> SdkBuilder<ProcessingClusterConfig.Builder,
,ProcessingClusterConfig> SdkPojo
- Enclosing class:
ProcessingClusterConfig
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Method Summary
Modifier and TypeMethodDescriptioninstanceCount
(Integer instanceCount) The number of ML compute instances to use in the processing job.instanceType
(String instanceType) The ML compute instance type for the processing job.instanceType
(ProcessingInstanceType instanceType) The ML compute instance type for the processing job.volumeKmsKeyId
(String volumeKmsKeyId) The Amazon Web Services Key Management Service (Amazon Web Services KMS) key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance(s) that run the processing job.volumeSizeInGB
(Integer volumeSizeInGB) The size of the ML storage volume in gigabytes that you want to provision.Methods inherited from interface software.amazon.awssdk.utils.builder.CopyableBuilder
copy
Methods inherited from interface software.amazon.awssdk.utils.builder.SdkBuilder
applyMutation, build
Methods inherited from interface software.amazon.awssdk.core.SdkPojo
equalsBySdkFields, sdkFields
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Method Details
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instanceCount
The number of ML compute instances to use in the processing job. For distributed processing jobs, specify a value greater than 1. The default value is 1.
- Parameters:
instanceCount
- The number of ML compute instances to use in the processing job. For distributed processing jobs, specify a value greater than 1. The default value is 1.- Returns:
- Returns a reference to this object so that method calls can be chained together.
-
instanceType
The ML compute instance type for the processing job.
- Parameters:
instanceType
- The ML compute instance type for the processing job.- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
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instanceType
The ML compute instance type for the processing job.
- Parameters:
instanceType
- The ML compute instance type for the processing job.- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
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volumeSizeInGB
The size of the ML storage volume in gigabytes that you want to provision. You must specify sufficient ML storage for your scenario.
Certain Nitro-based instances include local storage with a fixed total size, dependent on the instance type. When using these instances for processing, Amazon SageMaker mounts the local instance storage instead of Amazon EBS gp2 storage. You can't request a
VolumeSizeInGB
greater than the total size of the local instance storage.For a list of instance types that support local instance storage, including the total size per instance type, see Instance Store Volumes.
- Parameters:
volumeSizeInGB
- The size of the ML storage volume in gigabytes that you want to provision. You must specify sufficient ML storage for your scenario.Certain Nitro-based instances include local storage with a fixed total size, dependent on the instance type. When using these instances for processing, Amazon SageMaker mounts the local instance storage instead of Amazon EBS gp2 storage. You can't request a
VolumeSizeInGB
greater than the total size of the local instance storage.For a list of instance types that support local instance storage, including the total size per instance type, see Instance Store Volumes.
- Returns:
- Returns a reference to this object so that method calls can be chained together.
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volumeKmsKeyId
The Amazon Web Services Key Management Service (Amazon Web Services KMS) key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance(s) that run the processing job.
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.
For more information about local instance storage encryption, see SSD Instance Store Volumes.
- Parameters:
volumeKmsKeyId
- The Amazon Web Services Key Management Service (Amazon Web Services KMS) key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance(s) that run the processing job.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.
For more information about local instance storage encryption, see SSD Instance Store Volumes.
- Returns:
- Returns a reference to this object so that method calls can be chained together.
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