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

Link copied to clipboard
fun TrialComponentArgs(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)

Functions

Link copied to clipboard
open override fun toJava(): TrialComponentArgs

Properties

Link copied to clipboard
val codeId: Output<String>? = null

ARM resource ID of the code asset.

Link copied to clipboard
val command: Output<String>

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

Link copied to clipboard
val distribution: Output<Any>? = null

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

Link copied to clipboard
val environmentId: Output<String>? = null

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

Link copied to clipboard
val environmentVariables: Output<Map<String, String>>? = null

Environment variables included in the job.

Link copied to clipboard
val inputDataBindings: Output<Map<String, InputDataBindingArgs>>? = null

Mapping of input data bindings used in the job.

Link copied to clipboard
val outputDataBindings: Output<Map<String, OutputDataBindingArgs>>? = null

Mapping of output data bindings used in the job.

Link copied to clipboard
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.