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Creates a trial component, which is a stage of a machine learning trial

Source: R/sagemaker_operations.R
sagemaker_create_trial_component.Rd

Creates a trial component, which is a stage of a machine learning trial. A trial is composed of one or more trial components. A trial component can be used in multiple trials.

See https://www.paws-r-sdk.com/docs/sagemaker_create_trial_component/ for full documentation.

Usage

sagemaker_create_trial_component(
  TrialComponentName,
  DisplayName = NULL,
  Status = NULL,
  StartTime = NULL,
  EndTime = NULL,
  Parameters = NULL,
  InputArtifacts = NULL,
  OutputArtifacts = NULL,
  MetadataProperties = NULL,
  Tags = NULL
)

Arguments

TrialComponentName

[required] The name of the component. The name must be unique in your Amazon Web Services account and is not case-sensitive.

DisplayName

The name of the component as displayed. The name doesn't need to be unique. If DisplayName isn't specified, TrialComponentName is displayed.

Status

The status of the component. States include:

  • InProgress

  • Completed

  • Failed

StartTime

When the component started.

EndTime

When the component ended.

Parameters

The hyperparameters for the component.

InputArtifacts

The input artifacts for the component. Examples of input artifacts are datasets, algorithms, hyperparameters, source code, and instance types.

OutputArtifacts

The output artifacts for the component. Examples of output artifacts are metrics, snapshots, logs, and images.

MetadataProperties

Metadata properties of the tracking entity, trial, or trial component.

Tags

A list of tags to associate with the component. You can use search API to search on the tags.