Package com.azure.resourcemanager.machinelearning.models

Class TrialComponent

  • public final class TrialComponent
extends Object
    Trial component definition.

    • Constructor Detail

      • TrialComponent

        public TrialComponent()

    • Method Detail

      • codeId

        public String codeId()
        Get the codeId property: ARM resource ID of the code asset.
        Returns:
        the codeId value.

      • withCodeId

        public TrialComponent withCodeId​(String codeId)
        Set the codeId property: ARM resource ID of the code asset.
        Parameters:
        codeId - the codeId value to set.
        Returns:
        the TrialComponent object itself.

      • command

        public String command()
        Get the command property: [Required] The command to execute on startup of the job. eg. "python train.py".
        Returns:
        the command value.

      • withCommand

        public TrialComponent withCommand​(String command)
        Set the command property: [Required] The command to execute on startup of the job. eg. "python train.py".
        Parameters:
        command - the command value to set.
        Returns:
        the TrialComponent object itself.

      • distribution

        public DistributionConfiguration distribution()
        Get the distribution property: Distribution configuration of the job. If set, this should be one of Mpi, Tensorflow, PyTorch, or null.
        Returns:
        the distribution value.

      • withDistribution

        public TrialComponent withDistribution​(DistributionConfiguration distribution)
        Set the distribution property: Distribution configuration of the job. If set, this should be one of Mpi, Tensorflow, PyTorch, or null.
        Parameters:
        distribution - the distribution value to set.
        Returns:
        the TrialComponent object itself.

      • environmentId

        public String environmentId()
        Get the environmentId property: [Required] The ARM resource ID of the Environment specification for the job.
        Returns:
        the environmentId value.

      • withEnvironmentId

        public TrialComponent withEnvironmentId​(String environmentId)
        Set the environmentId property: [Required] The ARM resource ID of the Environment specification for the job.
        Parameters:
        environmentId - the environmentId value to set.
        Returns:
        the TrialComponent object itself.

      • environmentVariables

        public Map<String,​String> environmentVariables()
        Get the environmentVariables property: Environment variables included in the job.
        Returns:
        the environmentVariables value.

      • withEnvironmentVariables

        public TrialComponent withEnvironmentVariables​(Map<String,​String> environmentVariables)
        Set the environmentVariables property: Environment variables included in the job.
        Parameters:
        environmentVariables - the environmentVariables value to set.
        Returns:
        the TrialComponent object itself.

      • resources

        public ResourceConfiguration resources()
        Get the resources property: Compute Resource configuration for the job.
        Returns:
        the resources value.

      • withResources

        public TrialComponent withResources​(ResourceConfiguration resources)
        Set the resources property: Compute Resource configuration for the job.
        Parameters:
        resources - the resources value to set.
        Returns:
        the TrialComponent object itself.

      • validate

        public void validate()
        Validates the instance.
        Throws:
        IllegalArgumentException - thrown if the instance is not valid.