CfnAIWorkloadConfigProps

class aws_cdk.aws_sagemaker.CfnAIWorkloadConfigProps(*, ai_workload_config_name, ai_workload_configs=None, dataset_config=None, tags=None)

Bases: object

Properties for defining a CfnAIWorkloadConfig.

Parameters:

  • ai_workload_config_name (str) – The name of the AI workload configuration. The name must be unique within your AWS account in the current AWS Region. Only lowercase letters and digits are accepted: DeleteAIWorkloadConfig lowercases the name before looking it up, so a name containing an uppercase letter produces a configuration that can be created and read but never deleted.

  • ai_workload_configs (Union[IResolvable, AIWorkloadConfigsProperty, Dict[str, Any], None]) – The benchmark tool configuration for an AI workload.

  • dataset_config (Union[IResolvable, AIDatasetConfigProperty, Dict[str, Any], None]) – The dataset configuration for an AI workload.

  • tags (Optional[Sequence[Union[CfnTag, Dict[str, Any]]]]) – The metadata that you apply to the AI workload configuration to help you categorize and organize it.

See:

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-aiworkloadconfig.html

ExampleMetadata:

fixture=_generated

Example:

from aws_cdk import CfnTag
# The code below shows an example of how to instantiate this type.
# The values are placeholders you should change.
from aws_cdk import aws_sagemaker as sagemaker

cfn_ai_workload_config_props = sagemaker.CfnAIWorkloadConfigProps(
    ai_workload_config_name="aiWorkloadConfigName",

    # the properties below are optional
    ai_workload_configs=sagemaker.CfnAIWorkloadConfig.AIWorkloadConfigsProperty(
        workload_spec=sagemaker.CfnAIWorkloadConfig.WorkloadSpecProperty(
            inline="inline"
        )
    ),
    dataset_config=sagemaker.CfnAIWorkloadConfig.AIDatasetConfigProperty(
        input_data_config=[sagemaker.CfnAIWorkloadConfig.AIWorkloadInputDataConfigProperty(
            channel_name="channelName",
            data_source=sagemaker.CfnAIWorkloadConfig.AIWorkloadDataSourceProperty(
                s3_data_source=sagemaker.CfnAIWorkloadConfig.AIWorkloadS3DataSourceProperty(
                    s3_uri="s3Uri"
                )
            )
        )]
    ),
    tags=[CfnTag(
        key="key",
        value="value"
    )]
)

Attributes

ai_workload_config_name

The name of the AI workload configuration.

The name must be unique within your AWS account in the current AWS Region. Only lowercase letters and digits are accepted: DeleteAIWorkloadConfig lowercases the name before looking it up, so a name containing an uppercase letter produces a configuration that can be created and read but never deleted.

See:

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-aiworkloadconfig.html#cfn-sagemaker-aiworkloadconfig-aiworkloadconfigname

ai_workload_configs

The benchmark tool configuration for an AI workload.

See:

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-aiworkloadconfig.html#cfn-sagemaker-aiworkloadconfig-aiworkloadconfigs

dataset_config

The dataset configuration for an AI workload.

See:

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-aiworkloadconfig.html#cfn-sagemaker-aiworkloadconfig-datasetconfig

tags

The metadata that you apply to the AI workload configuration to help you categorize and organize it.

See:

http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-aiworkloadconfig.html#cfn-sagemaker-aiworkloadconfig-tags