Interface CreateTrainingSessionRequest.Builder

All Superinterfaces:

AwsRequest.Builder, Buildable, CopyableBuilder<CreateTrainingSessionRequest.Builder,CreateTrainingSessionRequest>, SageMakerRequest.Builder, SdkBuilder<CreateTrainingSessionRequest.Builder,CreateTrainingSessionRequest>, SdkPojo, SdkRequest.Builder

Enclosing class:

CreateTrainingSessionRequest

@Mutable
@NotThreadSafe
public static interface CreateTrainingSessionRequest.Builder
extends SageMakerRequest.Builder, SdkPojo, CopyableBuilder<CreateTrainingSessionRequest.Builder,CreateTrainingSessionRequest>

Method Summary

Modifier and Type	Method	Description
default CreateTrainingSessionRequest.Builder	loraConfig(Consumer<LoraConfig.Builder> loraConfig)	The Low-Rank Adaptation (LoRA) configuration for the training session, including the rank and alpha parameters.
CreateTrainingSessionRequest.Builder	loraConfig(LoraConfig loraConfig)	The Low-Rank Adaptation (LoRA) configuration for the training session, including the rank and alpha parameters.
default CreateTrainingSessionRequest.Builder	modelConfig(Consumer<TrainingSessionModelConfig.Builder> modelConfig)	The configuration for the base model, including the model ARN and end-user license agreement (EULA) acceptance.
CreateTrainingSessionRequest.Builder	modelConfig(TrainingSessionModelConfig modelConfig)	The configuration for the base model, including the model ARN and end-user license agreement (EULA) acceptance.
CreateTrainingSessionRequest.Builder	modelPackageGroupArn(String modelPackageGroupArn)	The Amazon Resource Name (ARN) of the model package group where checkpoints and fine-tuned model artifacts are published.
default CreateTrainingSessionRequest.Builder	outputConfig(Consumer<TrainingSessionOutputConfig.Builder> outputConfig)	The output configuration for the training session, including the S3 location and optional encryption settings.
CreateTrainingSessionRequest.Builder	outputConfig(TrainingSessionOutputConfig outputConfig)	The output configuration for the training session, including the S3 location and optional encryption settings.
CreateTrainingSessionRequest.Builder	overrideConfiguration(Consumer<AwsRequestOverrideConfiguration.Builder> builderConsumer)	Add an optional request override configuration.
CreateTrainingSessionRequest.Builder	overrideConfiguration(AwsRequestOverrideConfiguration overrideConfiguration)	Add an optional request override configuration.
CreateTrainingSessionRequest.Builder	roleArn(String roleArn)	The Amazon Resource Name (ARN) of the IAM role that Amazon SageMaker assumes to access resources on your behalf.
CreateTrainingSessionRequest.Builder	tags(Collection<Tag> tags)	An array of key-value pairs to apply to the training session as tags.
CreateTrainingSessionRequest.Builder	tags(Consumer<Tag.Builder>... tags)	An array of key-value pairs to apply to the training session as tags.
CreateTrainingSessionRequest.Builder	tags(Tag... tags)	An array of key-value pairs to apply to the training session as tags.
CreateTrainingSessionRequest.Builder	trainingSessionName(String trainingSessionName)	The name of the training session.
default CreateTrainingSessionRequest.Builder	vpcConfig(Consumer<VpcConfig.Builder> vpcConfig)	The Virtual Private Cloud (VPC) configuration for the training session.
CreateTrainingSessionRequest.Builder	vpcConfig(VpcConfig vpcConfig)	The Virtual Private Cloud (VPC) configuration for the training session.

Methods inherited from interface software.amazon.awssdk.awscore.AwsRequest.Builder

overrideConfiguration

Methods inherited from interface software.amazon.awssdk.utils.builder.CopyableBuilder

copy

Methods inherited from interface software.amazon.awssdk.services.sagemaker.model.SageMakerRequest.Builder

build

Methods inherited from interface software.amazon.awssdk.utils.builder.SdkBuilder

applyMutation, build

Methods inherited from interface software.amazon.awssdk.core.SdkPojo

equalsBySdkFields, sdkFieldNameToField, sdkFields

Method Details

trainingSessionName

CreateTrainingSessionRequest.Builder trainingSessionName(String trainingSessionName)

The name of the training session.

Parameters:

trainingSessionName - The name of the training session.

Returns:

Returns a reference to this object so that method calls can be chained together.

modelPackageGroupArn

CreateTrainingSessionRequest.Builder modelPackageGroupArn(String modelPackageGroupArn)

The Amazon Resource Name (ARN) of the model package group where checkpoints and fine-tuned model artifacts are published.

Parameters:

modelPackageGroupArn - The Amazon Resource Name (ARN) of the model package group where checkpoints and fine-tuned model artifacts are published.

Returns:

Returns a reference to this object so that method calls can be chained together.

loraConfig

CreateTrainingSessionRequest.Builder loraConfig(LoraConfig loraConfig)

The Low-Rank Adaptation (LoRA) configuration for the training session, including the rank and alpha parameters.

Parameters:

loraConfig - The Low-Rank Adaptation (LoRA) configuration for the training session, including the rank and alpha parameters.

Returns:

Returns a reference to this object so that method calls can be chained together.

loraConfig

default CreateTrainingSessionRequest.Builder loraConfig(Consumer<LoraConfig.Builder> loraConfig)

The Low-Rank Adaptation (LoRA) configuration for the training session, including the rank and alpha parameters.

This is a convenience method that creates an instance of the LoraConfig.Builder avoiding the need to create one manually via LoraConfig.builder().

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to loraConfig(LoraConfig).

Parameters:

loraConfig - a consumer that will call methods on LoraConfig.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

• loraConfig(LoraConfig)

roleArn

CreateTrainingSessionRequest.Builder roleArn(String roleArn)

The Amazon Resource Name (ARN) of the IAM role that Amazon SageMaker assumes to access resources on your behalf. The role must have permissions to access the output S3 path and model package group.

Parameters:

roleArn - The Amazon Resource Name (ARN) of the IAM role that Amazon SageMaker assumes to access resources on your behalf. The role must have permissions to access the output S3 path and model package group.

Returns:

Returns a reference to this object so that method calls can be chained together.

vpcConfig

CreateTrainingSessionRequest.Builder vpcConfig(VpcConfig vpcConfig)

The Virtual Private Cloud (VPC) configuration for the training session. Specify subnets and security groups to run the training session in your VPC.

Parameters:

vpcConfig - The Virtual Private Cloud (VPC) configuration for the training session. Specify subnets and security groups to run the training session in your VPC.

Returns:

Returns a reference to this object so that method calls can be chained together.

vpcConfig

default CreateTrainingSessionRequest.Builder vpcConfig(Consumer<VpcConfig.Builder> vpcConfig)

The Virtual Private Cloud (VPC) configuration for the training session. Specify subnets and security groups to run the training session in your VPC.

This is a convenience method that creates an instance of the VpcConfig.Builder avoiding the need to create one manually via VpcConfig.builder().

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to vpcConfig(VpcConfig).

Parameters:

vpcConfig - a consumer that will call methods on VpcConfig.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

• vpcConfig(VpcConfig)

modelConfig

CreateTrainingSessionRequest.Builder modelConfig(TrainingSessionModelConfig modelConfig)

The configuration for the base model, including the model ARN and end-user license agreement (EULA) acceptance.

Parameters:

modelConfig - The configuration for the base model, including the model ARN and end-user license agreement (EULA) acceptance.

Returns:

Returns a reference to this object so that method calls can be chained together.

modelConfig

default CreateTrainingSessionRequest.Builder modelConfig(Consumer<TrainingSessionModelConfig.Builder> modelConfig)

The configuration for the base model, including the model ARN and end-user license agreement (EULA) acceptance.

This is a convenience method that creates an instance of the TrainingSessionModelConfig.Builder avoiding the need to create one manually via TrainingSessionModelConfig.builder().

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to modelConfig(TrainingSessionModelConfig).

Parameters:

modelConfig - a consumer that will call methods on TrainingSessionModelConfig.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

• modelConfig(TrainingSessionModelConfig)

outputConfig

CreateTrainingSessionRequest.Builder outputConfig(TrainingSessionOutputConfig outputConfig)

The output configuration for the training session, including the S3 location and optional encryption settings.

Parameters:

outputConfig - The output configuration for the training session, including the S3 location and optional encryption settings.

Returns:

Returns a reference to this object so that method calls can be chained together.

outputConfig

default CreateTrainingSessionRequest.Builder outputConfig(Consumer<TrainingSessionOutputConfig.Builder> outputConfig)

The output configuration for the training session, including the S3 location and optional encryption settings.

This is a convenience method that creates an instance of the TrainingSessionOutputConfig.Builder avoiding the need to create one manually via TrainingSessionOutputConfig.builder().

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to outputConfig(TrainingSessionOutputConfig).

Parameters:

outputConfig - a consumer that will call methods on TrainingSessionOutputConfig.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

• outputConfig(TrainingSessionOutputConfig)

tags

CreateTrainingSessionRequest.Builder tags(Collection<Tag> tags)

An array of key-value pairs to apply to the training session as tags. For more information, see Tagging Amazon Web Services Resources.

Parameters:

tags - An array of key-value pairs to apply to the training session as tags. For more information, see Tagging Amazon Web Services Resources.

Returns:

Returns a reference to this object so that method calls can be chained together.

tags

CreateTrainingSessionRequest.Builder tags(Tag... tags)

An array of key-value pairs to apply to the training session as tags. For more information, see Tagging Amazon Web Services Resources.

Parameters:

tags - An array of key-value pairs to apply to the training session as tags. For more information, see Tagging Amazon Web Services Resources.

Returns:

Returns a reference to this object so that method calls can be chained together.

tags

CreateTrainingSessionRequest.Builder tags(Consumer<Tag.Builder>... tags)

An array of key-value pairs to apply to the training session as tags. For more information, see Tagging Amazon Web Services Resources.

This is a convenience method that creates an instance of the Tag.Builder avoiding the need to create one manually via Tag.builder().

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to tags(List<Tag>).

Parameters:

tags - a consumer that will call methods on Tag.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

• tags(java.util.Collection<Tag>)

overrideConfiguration

CreateTrainingSessionRequest.Builder overrideConfiguration(AwsRequestOverrideConfiguration overrideConfiguration)

Description copied from interface: AwsRequest.Builder

Add an optional request override configuration.

Specified by:

overrideConfiguration in interface AwsRequest.Builder

Parameters:

overrideConfiguration - The override configuration.

Returns:

This object for method chaining.

overrideConfiguration

CreateTrainingSessionRequest.Builder overrideConfiguration(Consumer<AwsRequestOverrideConfiguration.Builder> builderConsumer)

Description copied from interface: AwsRequest.Builder

Add an optional request override configuration.

Specified by:

overrideConfiguration in interface AwsRequest.Builder

Parameters:

builderConsumer - A Consumer to which an empty AwsRequestOverrideConfiguration.Builder will be given.

Returns:

This object for method chaining.