Class: Aws::SageMaker::Types::CreateCompilationJobRequest
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::CreateCompilationJobRequest
- Defined in:
- gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb
Overview
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#compilation_job_name ⇒ String
A name for the model compilation job.
-
#input_config ⇒ Types::InputConfig
Provides information about the location of input model artifacts, the name and shape of the expected data inputs, and the framework in which the model was trained.
-
#model_package_version_arn ⇒ String
The Amazon Resource Name (ARN) of a versioned model package.
-
#output_config ⇒ Types::OutputConfig
Provides information about the output location for the compiled model and the target device the model runs on.
-
#role_arn ⇒ String
The Amazon Resource Name (ARN) of an IAM role that enables Amazon SageMaker to perform tasks on your behalf.
-
#stopping_condition ⇒ Types::StoppingCondition
Specifies a limit to how long a model compilation job can run.
-
#tags ⇒ Array<Types::Tag>
An array of key-value pairs.
-
#vpc_config ⇒ Types::NeoVpcConfig
A [VpcConfig][1] object that specifies the VPC that you want your compilation job to connect to.
Instance Attribute Details
#compilation_job_name ⇒ String
A name for the model compilation job. The name must be unique within the Amazon Web Services Region and within your Amazon Web Services account.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5953 class CreateCompilationJobRequest < Struct.new( :compilation_job_name, :role_arn, :model_package_version_arn, :input_config, :output_config, :vpc_config, :stopping_condition, :tags) SENSITIVE = [] include Aws::Structure end |
#input_config ⇒ Types::InputConfig
Provides information about the location of input model artifacts, the name and shape of the expected data inputs, and the framework in which the model was trained.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5953 class CreateCompilationJobRequest < Struct.new( :compilation_job_name, :role_arn, :model_package_version_arn, :input_config, :output_config, :vpc_config, :stopping_condition, :tags) SENSITIVE = [] include Aws::Structure end |
#model_package_version_arn ⇒ String
The Amazon Resource Name (ARN) of a versioned model package. Provide
either a ModelPackageVersionArn
or an InputConfig
object in the
request syntax. The presence of both objects in the
CreateCompilationJob
request will return an exception.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5953 class CreateCompilationJobRequest < Struct.new( :compilation_job_name, :role_arn, :model_package_version_arn, :input_config, :output_config, :vpc_config, :stopping_condition, :tags) SENSITIVE = [] include Aws::Structure end |
#output_config ⇒ Types::OutputConfig
Provides information about the output location for the compiled model and the target device the model runs on.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5953 class CreateCompilationJobRequest < Struct.new( :compilation_job_name, :role_arn, :model_package_version_arn, :input_config, :output_config, :vpc_config, :stopping_condition, :tags) SENSITIVE = [] include Aws::Structure end |
#role_arn ⇒ String
The Amazon Resource Name (ARN) of an IAM role that enables Amazon SageMaker to perform tasks on your behalf.
During model compilation, Amazon SageMaker needs your permission to:
Read input data from an S3 bucket
Write model artifacts to an S3 bucket
Write logs to Amazon CloudWatch Logs
Publish metrics to Amazon CloudWatch
You grant permissions for all of these tasks to an IAM role. To pass
this role to Amazon SageMaker, the caller of this API must have the
iam:PassRole
permission. For more information, see Amazon
SageMaker Roles.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5953 class CreateCompilationJobRequest < Struct.new( :compilation_job_name, :role_arn, :model_package_version_arn, :input_config, :output_config, :vpc_config, :stopping_condition, :tags) SENSITIVE = [] include Aws::Structure end |
#stopping_condition ⇒ Types::StoppingCondition
Specifies a limit to how long a model compilation job can run. When the job reaches the time limit, Amazon SageMaker ends the compilation job. Use this API to cap model training costs.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5953 class CreateCompilationJobRequest < Struct.new( :compilation_job_name, :role_arn, :model_package_version_arn, :input_config, :output_config, :vpc_config, :stopping_condition, :tags) SENSITIVE = [] include Aws::Structure end |
#tags ⇒ Array<Types::Tag>
An array of key-value pairs. You can use tags to categorize your Amazon Web Services resources in different ways, for example, by purpose, owner, or environment. For more information, see Tagging Amazon Web Services Resources.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5953 class CreateCompilationJobRequest < Struct.new( :compilation_job_name, :role_arn, :model_package_version_arn, :input_config, :output_config, :vpc_config, :stopping_condition, :tags) SENSITIVE = [] include Aws::Structure end |
#vpc_config ⇒ Types::NeoVpcConfig
A VpcConfig object that specifies the VPC that you want your compilation job to connect to. Control access to your models by configuring the VPC. For more information, see Protect Compilation Jobs by Using an Amazon Virtual Private Cloud.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5953 class CreateCompilationJobRequest < Struct.new( :compilation_job_name, :role_arn, :model_package_version_arn, :input_config, :output_config, :vpc_config, :stopping_condition, :tags) SENSITIVE = [] include Aws::Structure end |