Package com.pulumi.aws.bedrock.inputs

Class CustomModelState

  • public final class CustomModelState
extends com.pulumi.resources.ResourceArgs

    • Method Detail

      • baseModelIdentifier

        public java.util.Optional<com.pulumi.core.Output<java.lang.String>> baseModelIdentifier()
        Returns:
        ARN of the base model.

      • customModelArn

        public java.util.Optional<com.pulumi.core.Output<java.lang.String>> customModelArn()
        Returns:
        ARN of the output model.

      • customModelKmsKeyId

        public java.util.Optional<com.pulumi.core.Output<java.lang.String>> customModelKmsKeyId()
        Returns:
        Key ARN used to encrypt the custom model at rest.

      • customModelName

        public java.util.Optional<com.pulumi.core.Output<java.lang.String>> customModelName()
        Returns:
        Name for the custom model.

      • customizationType

        public java.util.Optional<com.pulumi.core.Output<java.lang.String>> customizationType()
        Returns:
        Customization type. Valid values: `FINE_TUNING`, `CONTINUED_PRE_TRAINING`.

      • hyperparameters

        public java.util.Optional<com.pulumi.core.Output<java.util.Map<java.lang.String,​java.lang.String>>> hyperparameters()
        Returns:
        [Parameters](https://docs.aws.amazon.com/bedrock/latest/userguide/custom-models-hp.html) related to tuning the model.

      • jobArn

        public java.util.Optional<com.pulumi.core.Output<java.lang.String>> jobArn()
        Returns:
        ARN of the customization job.

      • jobName

        public java.util.Optional<com.pulumi.core.Output<java.lang.String>> jobName()
        Returns:
        Name for the customization job.

      • jobStatus

        public java.util.Optional<com.pulumi.core.Output<java.lang.String>> jobStatus()
        Returns:
        Status of the customization job. A successful job transitions from `InProgress` to `Completed` when the output model is ready to use.

      • outputDataConfig

        public java.util.Optional<com.pulumi.core.Output<CustomModelOutputDataConfigArgs>> outputDataConfig()
        Returns:
        S3 location for the output data. See `outputDataConfig` below.

      • region

        public java.util.Optional<com.pulumi.core.Output<java.lang.String>> region()
        Returns:
        Region where this resource will be [managed](https://docs.aws.amazon.com/general/latest/gr/rande.html#regional-endpoints). Defaults to the Region set in the provider configuration.

      • roleArn

        public java.util.Optional<com.pulumi.core.Output<java.lang.String>> roleArn()
        Returns:
        ARN of an IAM role that Bedrock can assume to perform tasks on your behalf.

      • tags

        public java.util.Optional<com.pulumi.core.Output<java.util.Map<java.lang.String,​java.lang.String>>> tags()
        Returns:
        Map of tags to assign to the customization job and custom model. If configured with a provider `defaultTags` configuration block present, tags with matching keys will overwrite those defined at the provider-level.

      • tagsAll

        public java.util.Optional<com.pulumi.core.Output<java.util.Map<java.lang.String,​java.lang.String>>> tagsAll()
        Returns:
        Map of tags assigned to the resource, including those inherited from the provider `defaultTags` configuration block.

      • trainingDataConfig

        public java.util.Optional<com.pulumi.core.Output<CustomModelTrainingDataConfigArgs>> trainingDataConfig()
        Returns:
        Information about the training dataset. See `trainingDataConfig` below.

      • trainingMetrics

        public java.util.Optional<com.pulumi.core.Output<java.util.List<CustomModelTrainingMetricArgs>>> trainingMetrics()
        Returns:
        Metrics associated with the customization job.

      • validationDataConfig

        public java.util.Optional<com.pulumi.core.Output<CustomModelValidationDataConfigArgs>> validationDataConfig()
        Returns:
        Information about the validation dataset. See `validationDataConfig` below.

      • validationMetrics

        public java.util.Optional<com.pulumi.core.Output<java.util.List<CustomModelValidationMetricArgs>>> validationMetrics()
        Returns:
        Loss metric for each validator that you provided.

      • vpcConfig

        public java.util.Optional<com.pulumi.core.Output<CustomModelVpcConfigArgs>> vpcConfig()
        Returns:
        Configuration parameters for the private VPC that contains the resources you are using for this job. See `vpcConfig` below.