Package com.pulumi.aws.sagemaker.inputs

Class HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs.Builder

java.lang.Object

com.pulumi.aws.sagemaker.inputs.HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs.Builder

Enclosing class:

HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs

public static final class HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs.Builder
extends java.lang.Object

Constructor Summary

Constructors

Constructor	Description
Builder()
Builder(HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs defaults)

Method Summary

Modifier and Type	Method	Description
HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs.Builder	allocationStrategy(com.pulumi.core.Output<java.lang.String> allocationStrategy)
HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs.Builder	allocationStrategy(java.lang.String allocationStrategy)
HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs	build()
HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs.Builder	instanceConfigs(HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigInstanceConfigArgs... instanceConfigs)
HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs.Builder	instanceConfigs(com.pulumi.core.Output<java.util.List<HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigInstanceConfigArgs>> instanceConfigs)
HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs.Builder	instanceConfigs(java.util.List<HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigInstanceConfigArgs> instanceConfigs)
HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs.Builder	instanceCount(com.pulumi.core.Output<java.lang.Integer> instanceCount)
HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs.Builder	instanceCount(java.lang.Integer instanceCount)
HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs.Builder	instanceType(com.pulumi.core.Output<java.lang.String> instanceType)
HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs.Builder	instanceType(java.lang.String instanceType)
HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs.Builder	volumeKmsKeyId(com.pulumi.core.Output<java.lang.String> volumeKmsKeyId)
HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs.Builder	volumeKmsKeyId(java.lang.String volumeKmsKeyId)
HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs.Builder	volumeSizeInGb(com.pulumi.core.Output<java.lang.Integer> volumeSizeInGb)
HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs.Builder	volumeSizeInGb(java.lang.Integer volumeSizeInGb)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

Builder

public Builder()

Builder

public Builder(HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs defaults)

Method Detail

allocationStrategy

public HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs.Builder allocationStrategy(@Nullable
                                                                                                                     com.pulumi.core.Output<java.lang.String> allocationStrategy)

Parameters:

allocationStrategy - Allocation strategy for tuning resources.

Returns:

builder

allocationStrategy

public HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs.Builder allocationStrategy(java.lang.String allocationStrategy)

Parameters:

allocationStrategy - Allocation strategy for tuning resources.

Returns:

builder

instanceConfigs

public HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs.Builder instanceConfigs(@Nullable
                                                                                                                  com.pulumi.core.Output<java.util.List<HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigInstanceConfigArgs>> instanceConfigs)

Parameters:

instanceConfigs - Per-instance-type resource settings. See `instanceConfigs`.

Returns:

builder

instanceConfigs

public HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs.Builder instanceConfigs(java.util.List<HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigInstanceConfigArgs> instanceConfigs)

Parameters:

instanceConfigs - Per-instance-type resource settings. See `instanceConfigs`.

Returns:

builder

instanceConfigs

public HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs.Builder instanceConfigs(HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigInstanceConfigArgs... instanceConfigs)

Parameters:

instanceConfigs - Per-instance-type resource settings. See `instanceConfigs`.

Returns:

builder

instanceCount

public HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs.Builder instanceCount(@Nullable
                                                                                                                com.pulumi.core.Output<java.lang.Integer> instanceCount)

Parameters:

instanceCount - Number of training instances.

Returns:

builder

instanceCount

public HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs.Builder instanceCount(java.lang.Integer instanceCount)

Parameters:

instanceCount - Number of training instances.

Returns:

builder

instanceType

public HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs.Builder instanceType(@Nullable
                                                                                                               com.pulumi.core.Output<java.lang.String> instanceType)

Parameters:

instanceType - Training instance type.

Returns:

builder

instanceType

public HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs.Builder instanceType(java.lang.String instanceType)

Parameters:

instanceType - Training instance type.

Returns:

builder

volumeKmsKeyId

public HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs.Builder volumeKmsKeyId(@Nullable
                                                                                                                 com.pulumi.core.Output<java.lang.String> volumeKmsKeyId)

Parameters:

volumeKmsKeyId - KMS key ID for volume encryption.

Returns:

builder

volumeKmsKeyId

public HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs.Builder volumeKmsKeyId(java.lang.String volumeKmsKeyId)

Parameters:

volumeKmsKeyId - KMS key ID for volume encryption.

Returns:

builder

volumeSizeInGb

public HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs.Builder volumeSizeInGb(@Nullable
                                                                                                                 com.pulumi.core.Output<java.lang.Integer> volumeSizeInGb)

Parameters:

volumeSizeInGb - Volume size in GB. Do not set `instanceCount`, `instanceType`, or `volumeSizeInGb` when `instanceConfigs` is set.

Returns:

builder

volumeSizeInGb

public HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs.Builder volumeSizeInGb(java.lang.Integer volumeSizeInGb)

Parameters:

volumeSizeInGb - Volume size in GB. Do not set `instanceCount`, `instanceType`, or `volumeSizeInGb` when `instanceConfigs` is set.

Returns:

builder

build

public HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs build()