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.
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
sourceimpl Clone for CreateCompilationJobRequest
impl Clone for CreateCompilationJobRequest
sourcefn clone(&self) -> CreateCompilationJobRequest
fn clone(&self) -> CreateCompilationJobRequest
Returns a copy of the value. Read more
1.0.0 · sourcefn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from source
. Read more
sourceimpl Debug for CreateCompilationJobRequest
impl Debug for CreateCompilationJobRequest
sourceimpl Default for CreateCompilationJobRequest
impl Default for CreateCompilationJobRequest
sourcefn default() -> CreateCompilationJobRequest
fn default() -> CreateCompilationJobRequest
Returns the “default value” for a type. Read more
sourceimpl PartialEq<CreateCompilationJobRequest> for CreateCompilationJobRequest
impl PartialEq<CreateCompilationJobRequest> for CreateCompilationJobRequest
sourcefn eq(&self, other: &CreateCompilationJobRequest) -> bool
fn eq(&self, other: &CreateCompilationJobRequest) -> bool
This method tests for self
and other
values to be equal, and is used
by ==
. Read more
sourcefn ne(&self, other: &CreateCompilationJobRequest) -> bool
fn ne(&self, other: &CreateCompilationJobRequest) -> bool
This method tests for !=
.
impl StructuralPartialEq for CreateCompilationJobRequest
Auto Trait Implementations
impl RefUnwindSafe for CreateCompilationJobRequest
impl Send for CreateCompilationJobRequest
impl Sync for CreateCompilationJobRequest
impl Unpin for CreateCompilationJobRequest
impl UnwindSafe for CreateCompilationJobRequest
Blanket Implementations
sourceimpl<T> BorrowMut<T> for T where
T: ?Sized,
impl<T> BorrowMut<T> for T where
T: ?Sized,
const: unstable · sourcefn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
sourceimpl<T> Instrument for T
impl<T> Instrument for T
sourcefn instrument(self, span: Span) -> Instrumented<Self>
fn instrument(self, span: Span) -> Instrumented<Self>
sourcefn in_current_span(self) -> Instrumented<Self>
fn in_current_span(self) -> Instrumented<Self>
sourceimpl<T> ToOwned for T where
T: Clone,
impl<T> ToOwned for T where
T: Clone,
type Owned = T
type Owned = T
The resulting type after obtaining ownership.
sourcefn clone_into(&self, target: &mut T)
fn clone_into(&self, target: &mut T)
toowned_clone_into
)Uses borrowed data to replace owned data, usually by cloning. Read more
sourceimpl<T> WithSubscriber for T
impl<T> WithSubscriber for T
sourcefn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self> where
S: Into<Dispatch>,
fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self> where
S: Into<Dispatch>,
Attaches the provided Subscriber
to this type, returning a
WithDispatch
wrapper. Read more
sourcefn with_current_subscriber(self) -> WithDispatch<Self>
fn with_current_subscriber(self) -> WithDispatch<Self>
Attaches the current default Subscriber
to this type, returning a
WithDispatch
wrapper. Read more