pulumi-azure-native-kotlin/com.pulumi.azurenative.machinelearningservices.kotlin.inputs/TrialComponentArgs

TrialComponentArgs

data class TrialComponentArgs(val codeId: Output<String>? = null, val command: Output<String>, val distribution: Output<Any>? = null, val environmentId: Output<String>? = null, val environmentVariables: Output<Map<String, String>>? = null, val inputDataBindings: Output<Map<String, InputDataBindingArgs>>? = null, val outputDataBindings: Output<Map<String, OutputDataBindingArgs>>? = null, val timeout: Output<String>? = null) : ConvertibleToJava<TrialComponentArgs>

Trial component definition.

Constructors

TrialComponentArgs

constructor(codeId: Output<String>? = null, command: Output<String>, distribution: Output<Any>? = null, environmentId: Output<String>? = null, environmentVariables: Output<Map<String, String>>? = null, inputDataBindings: Output<Map<String, InputDataBindingArgs>>? = null, outputDataBindings: Output<Map<String, OutputDataBindingArgs>>? = null, timeout: Output<String>? = null)

Properties

val codeId: Output<String>? = null

ARM resource ID of the code asset.

val command: Output<String>

Required The command to execute on startup of the job. eg. "python train.py"

val distribution: Output<Any>? = null

Distribution configuration of the job. If set, this should be one of Mpi, Tensorflow, PyTorch, or null.

val environmentId: Output<String>? = null

The ARM resource ID of the Environment specification for the job.

environmentVariables

val environmentVariables: Output<Map<String, String>>? = null

Environment variables included in the job.

inputDataBindings

val inputDataBindings: Output<Map<String, InputDataBindingArgs>>? = null

Mapping of input data bindings used in the job.

outputDataBindings

val outputDataBindings: Output<Map<String, OutputDataBindingArgs>>? = null

Mapping of output data bindings used in the job.

val timeout: Output<String>? = null

The max run duration in ISO 8601 format, after which the trial component will be cancelled. Only supports duration with precision as low as Seconds.

Functions

open override fun toJava(): TrialComponentArgs