[−][src]Struct rusoto_sagemaker::CreateCompilationJobRequest
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:
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Read input data from an S3 bucket
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Write model artifacts to an S3 bucket
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Write logs to Amazon CloudWatch Logs
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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.
Trait Implementations
impl Clone for CreateCompilationJobRequest
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fn clone(&self) -> CreateCompilationJobRequest
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fn clone_from(&mut self, source: &Self)
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impl Debug for CreateCompilationJobRequest
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impl Default for CreateCompilationJobRequest
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impl PartialEq<CreateCompilationJobRequest> for CreateCompilationJobRequest
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fn eq(&self, other: &CreateCompilationJobRequest) -> bool
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fn ne(&self, other: &CreateCompilationJobRequest) -> bool
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impl Serialize for CreateCompilationJobRequest
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fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error> where
__S: Serializer,
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__S: Serializer,
impl StructuralPartialEq for CreateCompilationJobRequest
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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
impl<T> Any for T where
T: 'static + ?Sized,
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T: 'static + ?Sized,
impl<T> Borrow<T> for T where
T: ?Sized,
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T: ?Sized,
impl<T> BorrowMut<T> for T where
T: ?Sized,
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T: ?Sized,
fn borrow_mut(&mut self) -> &mut T
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impl<T> From<T> for T
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impl<T, U> Into<U> for T where
U: From<T>,
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U: From<T>,
impl<T> Same<T> for T
type Output = T
Should always be Self
impl<T> Sealed<T> for T where
T: ?Sized,
T: ?Sized,
impl<T> ToOwned for T where
T: Clone,
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T: Clone,
type Owned = T
The resulting type after obtaining ownership.
fn to_owned(&self) -> T
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fn clone_into(&self, target: &mut T)
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impl<T, U> TryFrom<U> for T where
U: Into<T>,
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U: Into<T>,
type Error = Infallible
The type returned in the event of a conversion error.
fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>
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impl<T, U> TryInto<U> for T where
U: TryFrom<T>,
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U: TryFrom<T>,