Struct CreateCompilationJobRequest

pub struct CreateCompilationJobRequest {
    pub compilation_job_name: String,
    pub input_config: InputConfig,
    pub output_config: OutputConfig,
    pub role_arn: String,
    pub stopping_condition: StoppingCondition,
    pub tags: Option<Vec<Tag>>,
    pub vpc_config: Option<NeoVpcConfig>,
}

Fields

compilation_job_name: String

A name for the model compilation job. The name must be unique within the AWS Region and within your AWS account.

input_config: 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.

output_config: 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.

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.

stopping_condition: 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.

tags: Option<Vec<Tag>>

An array of key-value pairs. You can use tags to categorize your AWS resources in different ways, for example, by purpose, owner, or environment. For more information, see Tagging AWS Resources.

vpc_config: Option<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.

Trait Implementations

impl Clone for CreateCompilationJobRequest

fn clone(&self) -> CreateCompilationJobRequest

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for CreateCompilationJobRequest

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for CreateCompilationJobRequest

fn default() -> CreateCompilationJobRequest

Returns the “default value” for a type.

impl PartialEq for CreateCompilationJobRequest

fn eq(&self, other: &CreateCompilationJobRequest) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl Serialize for CreateCompilationJobRequest

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl StructuralPartialEq for CreateCompilationJobRequest