list_model_metadata

SageMaker.Client.list_model_metadata(**kwargs)

Lists the domain, framework, task, and model name of standard machine learning models found in common model zoos.

See also: AWS API Documentation

Request Syntax

response = client.list_model_metadata(
    SearchExpression={
        'Filters': [
            {
                'Name': 'Domain'|'Framework'|'Task'|'FrameworkVersion',
                'Value': 'string'
            },
        ]
    },
    NextToken='string',
    MaxResults=123
)

Parameters

• SearchExpression (dict) --

  One or more filters that searches for the specified resource or resources in a search. All resource objects that satisfy the expression's condition are included in the search results. Specify the Framework, FrameworkVersion, Domain or Task to filter supported. Filter names and values are case-sensitive.

  • Filters (list) --

    A list of filter objects.

    • (dict) --

      Part of the search expression. You can specify the name and value (domain, task, framework, framework version, task, and model).

      • Name (string) -- [REQUIRED]

        The name of the of the model to filter by.

      • Value (string) -- [REQUIRED]

        The value to filter the model metadata.

• NextToken (string) -- If the response to a previous ListModelMetadataResponse request was truncated, the response includes a NextToken. To retrieve the next set of model metadata, use the token in the next request.
• MaxResults (integer) -- The maximum number of models to return in the response.

Return type

dict

Returns

Response Syntax

{
    'ModelMetadataSummaries': [
        {
            'Domain': 'string',
            'Framework': 'string',
            'Task': 'string',
            'Model': 'string',
            'FrameworkVersion': 'string'
        },
    ],
    'NextToken': 'string'
}

Response Structure

• (dict) --

  • ModelMetadataSummaries (list) --

    A structure that holds model metadata.

    • (dict) --

      A summary of the model metadata.

      • Domain (string) --

        The machine learning domain of the model.

      • Framework (string) --

        The machine learning framework of the model.

      • Task (string) --

        The machine learning task of the model.

      • Model (string) --

        The name of the model.

      • FrameworkVersion (string) --

        The framework version of the model.

  • NextToken (string) --

    A token for getting the next set of recommendations, if there are any.