Class SmTrainingStep

SageMaker Training step.

Generates a Pipeline Definition step of type "Training" that runs a model training job with the specified algorithm, hyperparameters, and input data channels.

Hierarchy (View Summary)

PipelineStep
- SmTrainingStep

Index

Constructors

constructor

new SmTrainingStep(name: string, props: SmTrainingStepProps): SmTrainingStep
Parameters
- name: string
- props: SmTrainingStepProps
Returns SmTrainingStep
Overrides PipelineStep.constructor
- Defined in packages/constructs/L3/ai/sagemaker-model-training-l3-construct/lib/steps/training-step.ts:69

Properties

`Readonly`dependsOn

dependsOn: string[]

Steps this step explicitly depends on (in addition to data dependencies).

`Readonly`name

name: string

Step name — must be unique within the pipeline.

Methods

`Protected`buildNetworkConfig

buildNetworkConfig(
config?: PipelineNetworkConfig,
): Record<string, unknown> | undefined
Build a VPC/NetworkConfig Arguments fragment from the shared config. Returns undefined if no VPC config is provided.
Parameters
- Optionalconfig: PipelineNetworkConfig
Returns Record<string, unknown> | undefined
Inherited from PipelineStep.buildNetworkConfig
- Defined in packages/constructs/L3/ai/sagemaker-model-training-l3-construct/lib/steps/pipeline-step.ts:92

modelArtifacts

modelArtifacts(): StepOutputReference
Returns a reference to the model artifacts S3 URI produced by this training step.

Returns StepOutputReference
- Defined in packages/constructs/L3/ai/sagemaker-model-training-l3-construct/lib/steps/training-step.ts:82

toDefinition

toDefinition(): PipelineStepDefinition
Produce the JSON definition for this step.

Returns PipelineStepDefinition
Overrides PipelineStep.toDefinition
- Defined in packages/constructs/L3/ai/sagemaker-model-training-l3-construct/lib/steps/training-step.ts:86

Class SmTrainingStep

Hierarchy (View Summary)

Index

Constructors

Properties

Methods

Constructors

constructor

Parameters

Returns SmTrainingStep

Properties

`Readonly`dependsOn

`Readonly`name

Methods

`Protected`buildNetworkConfig

Parameters

Returns Record<string, unknown> | undefined

modelArtifacts

Returns StepOutputReference

toDefinition

Returns PipelineStepDefinition

Settings

On This Page

Class SmTrainingStep

Hierarchy (View Summary)

Index

Constructors

Properties

Methods

Constructors

constructor

Parameters

Returns SmTrainingStep

Properties

ReadonlydependsOn

Readonlyname

Methods

ProtectedbuildNetworkConfig

Parameters

Returns Record<string, unknown> | undefined

modelArtifacts

Returns StepOutputReference

toDefinition

Returns PipelineStepDefinition

Settings

On This Page

`Readonly`dependsOn

`Readonly`name

`Protected`buildNetworkConfig