import { Command as $Command } from "@smithy/smithy-client"; import { MetadataBearer as __MetadataBearer } from "@smithy/types"; import { DescribeHyperParameterTuningJobRequest, DescribeHyperParameterTuningJobResponse } from "../models/models_3"; import { SageMakerClientResolvedConfig, ServiceInputTypes, ServiceOutputTypes } from "../SageMakerClient"; /** * @public */ export type { __MetadataBearer }; export { $Command }; /** * @public * * The input for {@link DescribeHyperParameterTuningJobCommand}. */ export interface DescribeHyperParameterTuningJobCommandInput extends DescribeHyperParameterTuningJobRequest { } /** * @public * * The output of {@link DescribeHyperParameterTuningJobCommand}. */ export interface DescribeHyperParameterTuningJobCommandOutput extends DescribeHyperParameterTuningJobResponse, __MetadataBearer { } declare const DescribeHyperParameterTuningJobCommand_base: { new (input: DescribeHyperParameterTuningJobCommandInput): import("@smithy/smithy-client").CommandImpl; new (input: DescribeHyperParameterTuningJobCommandInput): import("@smithy/smithy-client").CommandImpl; getEndpointParameterInstructions(): import("@smithy/middleware-endpoint").EndpointParameterInstructions; }; /** *

Returns a description of a hyperparameter tuning job, depending on the fields selected. These fields can include the name, Amazon Resource Name (ARN), job status of your tuning job and more.

* @example * Use a bare-bones client and the command you need to make an API call. * ```javascript * import { SageMakerClient, DescribeHyperParameterTuningJobCommand } from "@aws-sdk/client-sagemaker"; // ES Modules import * // const { SageMakerClient, DescribeHyperParameterTuningJobCommand } = require("@aws-sdk/client-sagemaker"); // CommonJS import * const client = new SageMakerClient(config); * const input = { // DescribeHyperParameterTuningJobRequest * HyperParameterTuningJobName: "STRING_VALUE", // required * }; * const command = new DescribeHyperParameterTuningJobCommand(input); * const response = await client.send(command); * // { // DescribeHyperParameterTuningJobResponse * // HyperParameterTuningJobName: "STRING_VALUE", // required * // HyperParameterTuningJobArn: "STRING_VALUE", // required * // HyperParameterTuningJobConfig: { // HyperParameterTuningJobConfig * // Strategy: "Bayesian" || "Random" || "Hyperband" || "Grid", // required * // StrategyConfig: { // HyperParameterTuningJobStrategyConfig * // HyperbandStrategyConfig: { // HyperbandStrategyConfig * // MinResource: Number("int"), * // MaxResource: Number("int"), * // }, * // }, * // HyperParameterTuningJobObjective: { // HyperParameterTuningJobObjective * // Type: "Maximize" || "Minimize", // required * // MetricName: "STRING_VALUE", // required * // }, * // ResourceLimits: { // ResourceLimits * // MaxNumberOfTrainingJobs: Number("int"), * // MaxParallelTrainingJobs: Number("int"), // required * // MaxRuntimeInSeconds: Number("int"), * // }, * // ParameterRanges: { // ParameterRanges * // IntegerParameterRanges: [ // IntegerParameterRanges * // { // IntegerParameterRange * // Name: "STRING_VALUE", // required * // MinValue: "STRING_VALUE", // required * // MaxValue: "STRING_VALUE", // required * // ScalingType: "Auto" || "Linear" || "Logarithmic" || "ReverseLogarithmic", * // }, * // ], * // ContinuousParameterRanges: [ // ContinuousParameterRanges * // { // ContinuousParameterRange * // Name: "STRING_VALUE", // required * // MinValue: "STRING_VALUE", // required * // MaxValue: "STRING_VALUE", // required * // ScalingType: "Auto" || "Linear" || "Logarithmic" || "ReverseLogarithmic", * // }, * // ], * // CategoricalParameterRanges: [ // CategoricalParameterRanges * // { // CategoricalParameterRange * // Name: "STRING_VALUE", // required * // Values: [ // ParameterValues // required * // "STRING_VALUE", * // ], * // }, * // ], * // AutoParameters: [ // AutoParameters * // { // AutoParameter * // Name: "STRING_VALUE", // required * // ValueHint: "STRING_VALUE", // required * // }, * // ], * // }, * // TrainingJobEarlyStoppingType: "Off" || "Auto", * // TuningJobCompletionCriteria: { // TuningJobCompletionCriteria * // TargetObjectiveMetricValue: Number("float"), * // BestObjectiveNotImproving: { // BestObjectiveNotImproving * // MaxNumberOfTrainingJobsNotImproving: Number("int"), * // }, * // ConvergenceDetected: { // ConvergenceDetected * // CompleteOnConvergence: "Disabled" || "Enabled", * // }, * // }, * // RandomSeed: Number("int"), * // }, * // TrainingJobDefinition: { // HyperParameterTrainingJobDefinition * // DefinitionName: "STRING_VALUE", * // TuningObjective: { * // Type: "Maximize" || "Minimize", // required * // MetricName: "STRING_VALUE", // required * // }, * // HyperParameterRanges: { * // IntegerParameterRanges: [ * // { * // Name: "STRING_VALUE", // required * // MinValue: "STRING_VALUE", // required * // MaxValue: "STRING_VALUE", // required * // ScalingType: "Auto" || "Linear" || "Logarithmic" || "ReverseLogarithmic", * // }, * // ], * // ContinuousParameterRanges: [ * // { * // Name: "STRING_VALUE", // required * // MinValue: "STRING_VALUE", // required * // MaxValue: "STRING_VALUE", // required * // ScalingType: "Auto" || "Linear" || "Logarithmic" || "ReverseLogarithmic", * // }, * // ], * // CategoricalParameterRanges: [ * // { * // Name: "STRING_VALUE", // required * // Values: [ // required * // "STRING_VALUE", * // ], * // }, * // ], * // AutoParameters: [ * // { * // Name: "STRING_VALUE", // required * // ValueHint: "STRING_VALUE", // required * // }, * // ], * // }, * // StaticHyperParameters: { // HyperParameters * // "": "STRING_VALUE", * // }, * // AlgorithmSpecification: { // HyperParameterAlgorithmSpecification * // TrainingImage: "STRING_VALUE", * // TrainingInputMode: "Pipe" || "File" || "FastFile", // required * // AlgorithmName: "STRING_VALUE", * // MetricDefinitions: [ // MetricDefinitionList * // { // MetricDefinition * // Name: "STRING_VALUE", // required * // Regex: "STRING_VALUE", // required * // }, * // ], * // }, * // RoleArn: "STRING_VALUE", // required * // InputDataConfig: [ // InputDataConfig * // { // Channel * // ChannelName: "STRING_VALUE", // required * // DataSource: { // DataSource * // S3DataSource: { // S3DataSource * // S3DataType: "ManifestFile" || "S3Prefix" || "AugmentedManifestFile" || "Converse", // required * // S3Uri: "STRING_VALUE", // required * // S3DataDistributionType: "FullyReplicated" || "ShardedByS3Key", * // AttributeNames: [ // AttributeNames * // "STRING_VALUE", * // ], * // InstanceGroupNames: [ // InstanceGroupNames * // "STRING_VALUE", * // ], * // ModelAccessConfig: { // ModelAccessConfig * // AcceptEula: true || false, // required * // }, * // HubAccessConfig: { // HubAccessConfig * // HubContentArn: "STRING_VALUE", // required * // }, * // }, * // FileSystemDataSource: { // FileSystemDataSource * // FileSystemId: "STRING_VALUE", // required * // FileSystemAccessMode: "rw" || "ro", // required * // FileSystemType: "EFS" || "FSxLustre", // required * // DirectoryPath: "STRING_VALUE", // required * // }, * // }, * // ContentType: "STRING_VALUE", * // CompressionType: "None" || "Gzip", * // RecordWrapperType: "None" || "RecordIO", * // InputMode: "Pipe" || "File" || "FastFile", * // ShuffleConfig: { // ShuffleConfig * // Seed: Number("long"), // required * // }, * // }, * // ], * // VpcConfig: { // VpcConfig * // SecurityGroupIds: [ // VpcSecurityGroupIds // required * // "STRING_VALUE", * // ], * // Subnets: [ // Subnets // required * // "STRING_VALUE", * // ], * // }, * // OutputDataConfig: { // OutputDataConfig * // KmsKeyId: "STRING_VALUE", * // S3OutputPath: "STRING_VALUE", // required * // CompressionType: "GZIP" || "NONE", * // }, * // ResourceConfig: { // ResourceConfig * // InstanceType: "ml.m4.xlarge" || "ml.m4.2xlarge" || "ml.m4.4xlarge" || "ml.m4.10xlarge" || "ml.m4.16xlarge" || "ml.g4dn.xlarge" || "ml.g4dn.2xlarge" || "ml.g4dn.4xlarge" || "ml.g4dn.8xlarge" || "ml.g4dn.12xlarge" || "ml.g4dn.16xlarge" || "ml.m5.large" || "ml.m5.xlarge" || "ml.m5.2xlarge" || "ml.m5.4xlarge" || "ml.m5.12xlarge" || "ml.m5.24xlarge" || "ml.c4.xlarge" || "ml.c4.2xlarge" || "ml.c4.4xlarge" || "ml.c4.8xlarge" || "ml.p2.xlarge" || "ml.p2.8xlarge" || "ml.p2.16xlarge" || "ml.p3.2xlarge" || "ml.p3.8xlarge" || "ml.p3.16xlarge" || "ml.p3dn.24xlarge" || "ml.p4d.24xlarge" || "ml.p4de.24xlarge" || "ml.p5.48xlarge" || "ml.p5e.48xlarge" || "ml.p5en.48xlarge" || "ml.c5.xlarge" || "ml.c5.2xlarge" || "ml.c5.4xlarge" || "ml.c5.9xlarge" || "ml.c5.18xlarge" || "ml.c5n.xlarge" || "ml.c5n.2xlarge" || "ml.c5n.4xlarge" || "ml.c5n.9xlarge" || "ml.c5n.18xlarge" || "ml.g5.xlarge" || "ml.g5.2xlarge" || "ml.g5.4xlarge" || "ml.g5.8xlarge" || "ml.g5.16xlarge" || "ml.g5.12xlarge" || "ml.g5.24xlarge" || "ml.g5.48xlarge" || "ml.g6.xlarge" || "ml.g6.2xlarge" || "ml.g6.4xlarge" || "ml.g6.8xlarge" || "ml.g6.16xlarge" || "ml.g6.12xlarge" || "ml.g6.24xlarge" || "ml.g6.48xlarge" || "ml.g6e.xlarge" || "ml.g6e.2xlarge" || "ml.g6e.4xlarge" || "ml.g6e.8xlarge" || "ml.g6e.16xlarge" || "ml.g6e.12xlarge" || "ml.g6e.24xlarge" || "ml.g6e.48xlarge" || "ml.trn1.2xlarge" || "ml.trn1.32xlarge" || "ml.trn1n.32xlarge" || "ml.trn2.48xlarge" || "ml.m6i.large" || "ml.m6i.xlarge" || "ml.m6i.2xlarge" || "ml.m6i.4xlarge" || "ml.m6i.8xlarge" || "ml.m6i.12xlarge" || "ml.m6i.16xlarge" || "ml.m6i.24xlarge" || "ml.m6i.32xlarge" || "ml.c6i.xlarge" || "ml.c6i.2xlarge" || "ml.c6i.8xlarge" || "ml.c6i.4xlarge" || "ml.c6i.12xlarge" || "ml.c6i.16xlarge" || "ml.c6i.24xlarge" || "ml.c6i.32xlarge" || "ml.r5d.large" || "ml.r5d.xlarge" || "ml.r5d.2xlarge" || "ml.r5d.4xlarge" || "ml.r5d.8xlarge" || "ml.r5d.12xlarge" || "ml.r5d.16xlarge" || "ml.r5d.24xlarge" || "ml.t3.medium" || "ml.t3.large" || "ml.t3.xlarge" || "ml.t3.2xlarge" || "ml.r5.large" || "ml.r5.xlarge" || "ml.r5.2xlarge" || "ml.r5.4xlarge" || "ml.r5.8xlarge" || "ml.r5.12xlarge" || "ml.r5.16xlarge" || "ml.r5.24xlarge" || "ml.p6-b200.48xlarge" || "ml.m7i.large" || "ml.m7i.xlarge" || "ml.m7i.2xlarge" || "ml.m7i.4xlarge" || "ml.m7i.8xlarge" || "ml.m7i.12xlarge" || "ml.m7i.16xlarge" || "ml.m7i.24xlarge" || "ml.m7i.48xlarge" || "ml.c7i.large" || "ml.c7i.xlarge" || "ml.c7i.2xlarge" || "ml.c7i.4xlarge" || "ml.c7i.8xlarge" || "ml.c7i.12xlarge" || "ml.c7i.16xlarge" || "ml.c7i.24xlarge" || "ml.c7i.48xlarge" || "ml.r7i.large" || "ml.r7i.xlarge" || "ml.r7i.2xlarge" || "ml.r7i.4xlarge" || "ml.r7i.8xlarge" || "ml.r7i.12xlarge" || "ml.r7i.16xlarge" || "ml.r7i.24xlarge" || "ml.r7i.48xlarge" || "ml.p6e-gb200.36xlarge", * // InstanceCount: Number("int"), * // VolumeSizeInGB: Number("int"), // required * // VolumeKmsKeyId: "STRING_VALUE", * // KeepAlivePeriodInSeconds: Number("int"), * // InstanceGroups: [ // InstanceGroups * // { // InstanceGroup * // InstanceType: "ml.m4.xlarge" || "ml.m4.2xlarge" || "ml.m4.4xlarge" || "ml.m4.10xlarge" || "ml.m4.16xlarge" || "ml.g4dn.xlarge" || "ml.g4dn.2xlarge" || "ml.g4dn.4xlarge" || "ml.g4dn.8xlarge" || "ml.g4dn.12xlarge" || "ml.g4dn.16xlarge" || "ml.m5.large" || "ml.m5.xlarge" || "ml.m5.2xlarge" || "ml.m5.4xlarge" || "ml.m5.12xlarge" || "ml.m5.24xlarge" || "ml.c4.xlarge" || "ml.c4.2xlarge" || "ml.c4.4xlarge" || "ml.c4.8xlarge" || "ml.p2.xlarge" || "ml.p2.8xlarge" || "ml.p2.16xlarge" || "ml.p3.2xlarge" || "ml.p3.8xlarge" || "ml.p3.16xlarge" || "ml.p3dn.24xlarge" || "ml.p4d.24xlarge" || "ml.p4de.24xlarge" || "ml.p5.48xlarge" || "ml.p5e.48xlarge" || "ml.p5en.48xlarge" || "ml.c5.xlarge" || "ml.c5.2xlarge" || "ml.c5.4xlarge" || "ml.c5.9xlarge" || "ml.c5.18xlarge" || "ml.c5n.xlarge" || "ml.c5n.2xlarge" || "ml.c5n.4xlarge" || "ml.c5n.9xlarge" || "ml.c5n.18xlarge" || "ml.g5.xlarge" || "ml.g5.2xlarge" || "ml.g5.4xlarge" || "ml.g5.8xlarge" || "ml.g5.16xlarge" || "ml.g5.12xlarge" || "ml.g5.24xlarge" || "ml.g5.48xlarge" || "ml.g6.xlarge" || "ml.g6.2xlarge" || "ml.g6.4xlarge" || "ml.g6.8xlarge" || "ml.g6.16xlarge" || "ml.g6.12xlarge" || "ml.g6.24xlarge" || "ml.g6.48xlarge" || "ml.g6e.xlarge" || "ml.g6e.2xlarge" || "ml.g6e.4xlarge" || "ml.g6e.8xlarge" || "ml.g6e.16xlarge" || "ml.g6e.12xlarge" || "ml.g6e.24xlarge" || "ml.g6e.48xlarge" || "ml.trn1.2xlarge" || "ml.trn1.32xlarge" || "ml.trn1n.32xlarge" || "ml.trn2.48xlarge" || "ml.m6i.large" || "ml.m6i.xlarge" || "ml.m6i.2xlarge" || "ml.m6i.4xlarge" || "ml.m6i.8xlarge" || "ml.m6i.12xlarge" || "ml.m6i.16xlarge" || "ml.m6i.24xlarge" || "ml.m6i.32xlarge" || "ml.c6i.xlarge" || "ml.c6i.2xlarge" || "ml.c6i.8xlarge" || "ml.c6i.4xlarge" || "ml.c6i.12xlarge" || "ml.c6i.16xlarge" || "ml.c6i.24xlarge" || "ml.c6i.32xlarge" || "ml.r5d.large" || "ml.r5d.xlarge" || "ml.r5d.2xlarge" || "ml.r5d.4xlarge" || "ml.r5d.8xlarge" || "ml.r5d.12xlarge" || "ml.r5d.16xlarge" || "ml.r5d.24xlarge" || "ml.t3.medium" || "ml.t3.large" || "ml.t3.xlarge" || "ml.t3.2xlarge" || "ml.r5.large" || "ml.r5.xlarge" || "ml.r5.2xlarge" || "ml.r5.4xlarge" || "ml.r5.8xlarge" || "ml.r5.12xlarge" || "ml.r5.16xlarge" || "ml.r5.24xlarge" || "ml.p6-b200.48xlarge" || "ml.m7i.large" || "ml.m7i.xlarge" || "ml.m7i.2xlarge" || "ml.m7i.4xlarge" || "ml.m7i.8xlarge" || "ml.m7i.12xlarge" || "ml.m7i.16xlarge" || "ml.m7i.24xlarge" || "ml.m7i.48xlarge" || "ml.c7i.large" || "ml.c7i.xlarge" || "ml.c7i.2xlarge" || "ml.c7i.4xlarge" || "ml.c7i.8xlarge" || "ml.c7i.12xlarge" || "ml.c7i.16xlarge" || "ml.c7i.24xlarge" || "ml.c7i.48xlarge" || "ml.r7i.large" || "ml.r7i.xlarge" || "ml.r7i.2xlarge" || "ml.r7i.4xlarge" || "ml.r7i.8xlarge" || "ml.r7i.12xlarge" || "ml.r7i.16xlarge" || "ml.r7i.24xlarge" || "ml.r7i.48xlarge" || "ml.p6e-gb200.36xlarge", // required * // InstanceCount: Number("int"), // required * // InstanceGroupName: "STRING_VALUE", // required * // }, * // ], * // TrainingPlanArn: "STRING_VALUE", * // InstancePlacementConfig: { // InstancePlacementConfig * // EnableMultipleJobs: true || false, * // PlacementSpecifications: [ // PlacementSpecifications * // { // PlacementSpecification * // UltraServerId: "STRING_VALUE", * // InstanceCount: Number("int"), // required * // }, * // ], * // }, * // }, * // HyperParameterTuningResourceConfig: { // HyperParameterTuningResourceConfig * // InstanceType: "ml.m4.xlarge" || "ml.m4.2xlarge" || "ml.m4.4xlarge" || "ml.m4.10xlarge" || "ml.m4.16xlarge" || "ml.g4dn.xlarge" || "ml.g4dn.2xlarge" || "ml.g4dn.4xlarge" || "ml.g4dn.8xlarge" || "ml.g4dn.12xlarge" || "ml.g4dn.16xlarge" || "ml.m5.large" || "ml.m5.xlarge" || "ml.m5.2xlarge" || "ml.m5.4xlarge" || "ml.m5.12xlarge" || "ml.m5.24xlarge" || "ml.c4.xlarge" || "ml.c4.2xlarge" || "ml.c4.4xlarge" || "ml.c4.8xlarge" || "ml.p2.xlarge" || "ml.p2.8xlarge" || "ml.p2.16xlarge" || "ml.p3.2xlarge" || "ml.p3.8xlarge" || "ml.p3.16xlarge" || "ml.p3dn.24xlarge" || "ml.p4d.24xlarge" || "ml.p4de.24xlarge" || "ml.p5.48xlarge" || "ml.p5e.48xlarge" || "ml.p5en.48xlarge" || "ml.c5.xlarge" || "ml.c5.2xlarge" || "ml.c5.4xlarge" || "ml.c5.9xlarge" || "ml.c5.18xlarge" || "ml.c5n.xlarge" || "ml.c5n.2xlarge" || "ml.c5n.4xlarge" || "ml.c5n.9xlarge" || "ml.c5n.18xlarge" || "ml.g5.xlarge" || "ml.g5.2xlarge" || "ml.g5.4xlarge" || "ml.g5.8xlarge" || "ml.g5.16xlarge" || "ml.g5.12xlarge" || "ml.g5.24xlarge" || "ml.g5.48xlarge" || "ml.g6.xlarge" || "ml.g6.2xlarge" || "ml.g6.4xlarge" || "ml.g6.8xlarge" || "ml.g6.16xlarge" || "ml.g6.12xlarge" || "ml.g6.24xlarge" || "ml.g6.48xlarge" || "ml.g6e.xlarge" || "ml.g6e.2xlarge" || "ml.g6e.4xlarge" || "ml.g6e.8xlarge" || "ml.g6e.16xlarge" || "ml.g6e.12xlarge" || "ml.g6e.24xlarge" || "ml.g6e.48xlarge" || "ml.trn1.2xlarge" || "ml.trn1.32xlarge" || "ml.trn1n.32xlarge" || "ml.trn2.48xlarge" || "ml.m6i.large" || "ml.m6i.xlarge" || "ml.m6i.2xlarge" || "ml.m6i.4xlarge" || "ml.m6i.8xlarge" || "ml.m6i.12xlarge" || "ml.m6i.16xlarge" || "ml.m6i.24xlarge" || "ml.m6i.32xlarge" || "ml.c6i.xlarge" || "ml.c6i.2xlarge" || "ml.c6i.8xlarge" || "ml.c6i.4xlarge" || "ml.c6i.12xlarge" || "ml.c6i.16xlarge" || "ml.c6i.24xlarge" || "ml.c6i.32xlarge" || "ml.r5d.large" || "ml.r5d.xlarge" || "ml.r5d.2xlarge" || "ml.r5d.4xlarge" || "ml.r5d.8xlarge" || "ml.r5d.12xlarge" || "ml.r5d.16xlarge" || "ml.r5d.24xlarge" || "ml.t3.medium" || "ml.t3.large" || "ml.t3.xlarge" || "ml.t3.2xlarge" || "ml.r5.large" || "ml.r5.xlarge" || "ml.r5.2xlarge" || "ml.r5.4xlarge" || "ml.r5.8xlarge" || "ml.r5.12xlarge" || "ml.r5.16xlarge" || "ml.r5.24xlarge" || "ml.p6-b200.48xlarge" || "ml.m7i.large" || "ml.m7i.xlarge" || "ml.m7i.2xlarge" || "ml.m7i.4xlarge" || "ml.m7i.8xlarge" || "ml.m7i.12xlarge" || "ml.m7i.16xlarge" || "ml.m7i.24xlarge" || "ml.m7i.48xlarge" || "ml.c7i.large" || "ml.c7i.xlarge" || "ml.c7i.2xlarge" || "ml.c7i.4xlarge" || "ml.c7i.8xlarge" || "ml.c7i.12xlarge" || "ml.c7i.16xlarge" || "ml.c7i.24xlarge" || "ml.c7i.48xlarge" || "ml.r7i.large" || "ml.r7i.xlarge" || "ml.r7i.2xlarge" || "ml.r7i.4xlarge" || "ml.r7i.8xlarge" || "ml.r7i.12xlarge" || "ml.r7i.16xlarge" || "ml.r7i.24xlarge" || "ml.r7i.48xlarge" || "ml.p6e-gb200.36xlarge", * // InstanceCount: Number("int"), * // VolumeSizeInGB: Number("int"), * // VolumeKmsKeyId: "STRING_VALUE", * // AllocationStrategy: "Prioritized", * // InstanceConfigs: [ // HyperParameterTuningInstanceConfigs * // { // HyperParameterTuningInstanceConfig * // InstanceType: "ml.m4.xlarge" || "ml.m4.2xlarge" || "ml.m4.4xlarge" || "ml.m4.10xlarge" || "ml.m4.16xlarge" || "ml.g4dn.xlarge" || "ml.g4dn.2xlarge" || "ml.g4dn.4xlarge" || "ml.g4dn.8xlarge" || "ml.g4dn.12xlarge" || "ml.g4dn.16xlarge" || "ml.m5.large" || "ml.m5.xlarge" || "ml.m5.2xlarge" || "ml.m5.4xlarge" || "ml.m5.12xlarge" || "ml.m5.24xlarge" || "ml.c4.xlarge" || "ml.c4.2xlarge" || "ml.c4.4xlarge" || "ml.c4.8xlarge" || "ml.p2.xlarge" || "ml.p2.8xlarge" || "ml.p2.16xlarge" || "ml.p3.2xlarge" || "ml.p3.8xlarge" || "ml.p3.16xlarge" || "ml.p3dn.24xlarge" || "ml.p4d.24xlarge" || "ml.p4de.24xlarge" || "ml.p5.48xlarge" || "ml.p5e.48xlarge" || "ml.p5en.48xlarge" || "ml.c5.xlarge" || "ml.c5.2xlarge" || "ml.c5.4xlarge" || "ml.c5.9xlarge" || "ml.c5.18xlarge" || "ml.c5n.xlarge" || "ml.c5n.2xlarge" || "ml.c5n.4xlarge" || "ml.c5n.9xlarge" || "ml.c5n.18xlarge" || "ml.g5.xlarge" || "ml.g5.2xlarge" || "ml.g5.4xlarge" || "ml.g5.8xlarge" || "ml.g5.16xlarge" || "ml.g5.12xlarge" || "ml.g5.24xlarge" || "ml.g5.48xlarge" || "ml.g6.xlarge" || "ml.g6.2xlarge" || "ml.g6.4xlarge" || "ml.g6.8xlarge" || "ml.g6.16xlarge" || "ml.g6.12xlarge" || "ml.g6.24xlarge" || "ml.g6.48xlarge" || "ml.g6e.xlarge" || "ml.g6e.2xlarge" || "ml.g6e.4xlarge" || "ml.g6e.8xlarge" || "ml.g6e.16xlarge" || "ml.g6e.12xlarge" || "ml.g6e.24xlarge" || "ml.g6e.48xlarge" || "ml.trn1.2xlarge" || "ml.trn1.32xlarge" || "ml.trn1n.32xlarge" || "ml.trn2.48xlarge" || "ml.m6i.large" || "ml.m6i.xlarge" || "ml.m6i.2xlarge" || "ml.m6i.4xlarge" || "ml.m6i.8xlarge" || "ml.m6i.12xlarge" || "ml.m6i.16xlarge" || "ml.m6i.24xlarge" || "ml.m6i.32xlarge" || "ml.c6i.xlarge" || "ml.c6i.2xlarge" || "ml.c6i.8xlarge" || "ml.c6i.4xlarge" || "ml.c6i.12xlarge" || "ml.c6i.16xlarge" || "ml.c6i.24xlarge" || "ml.c6i.32xlarge" || "ml.r5d.large" || "ml.r5d.xlarge" || "ml.r5d.2xlarge" || "ml.r5d.4xlarge" || "ml.r5d.8xlarge" || "ml.r5d.12xlarge" || "ml.r5d.16xlarge" || "ml.r5d.24xlarge" || "ml.t3.medium" || "ml.t3.large" || "ml.t3.xlarge" || "ml.t3.2xlarge" || "ml.r5.large" || "ml.r5.xlarge" || "ml.r5.2xlarge" || "ml.r5.4xlarge" || "ml.r5.8xlarge" || "ml.r5.12xlarge" || "ml.r5.16xlarge" || "ml.r5.24xlarge" || "ml.p6-b200.48xlarge" || "ml.m7i.large" || "ml.m7i.xlarge" || "ml.m7i.2xlarge" || "ml.m7i.4xlarge" || "ml.m7i.8xlarge" || "ml.m7i.12xlarge" || "ml.m7i.16xlarge" || "ml.m7i.24xlarge" || "ml.m7i.48xlarge" || "ml.c7i.large" || "ml.c7i.xlarge" || "ml.c7i.2xlarge" || "ml.c7i.4xlarge" || "ml.c7i.8xlarge" || "ml.c7i.12xlarge" || "ml.c7i.16xlarge" || "ml.c7i.24xlarge" || "ml.c7i.48xlarge" || "ml.r7i.large" || "ml.r7i.xlarge" || "ml.r7i.2xlarge" || "ml.r7i.4xlarge" || "ml.r7i.8xlarge" || "ml.r7i.12xlarge" || "ml.r7i.16xlarge" || "ml.r7i.24xlarge" || "ml.r7i.48xlarge" || "ml.p6e-gb200.36xlarge", // required * // InstanceCount: Number("int"), // required * // VolumeSizeInGB: Number("int"), // required * // }, * // ], * // }, * // StoppingCondition: { // StoppingCondition * // MaxRuntimeInSeconds: Number("int"), * // MaxWaitTimeInSeconds: Number("int"), * // MaxPendingTimeInSeconds: Number("int"), * // }, * // EnableNetworkIsolation: true || false, * // EnableInterContainerTrafficEncryption: true || false, * // EnableManagedSpotTraining: true || false, * // CheckpointConfig: { // CheckpointConfig * // S3Uri: "STRING_VALUE", // required * // LocalPath: "STRING_VALUE", * // }, * // RetryStrategy: { // RetryStrategy * // MaximumRetryAttempts: Number("int"), // required * // }, * // Environment: { // HyperParameterTrainingJobEnvironmentMap * // "": "STRING_VALUE", * // }, * // }, * // TrainingJobDefinitions: [ // HyperParameterTrainingJobDefinitions * // { * // DefinitionName: "STRING_VALUE", * // TuningObjective: { * // Type: "Maximize" || "Minimize", // required * // MetricName: "STRING_VALUE", // required * // }, * // HyperParameterRanges: { * // IntegerParameterRanges: [ * // { * // Name: "STRING_VALUE", // required * // MinValue: "STRING_VALUE", // required * // MaxValue: "STRING_VALUE", // required * // ScalingType: "Auto" || "Linear" || "Logarithmic" || "ReverseLogarithmic", * // }, * // ], * // ContinuousParameterRanges: [ * // { * // Name: "STRING_VALUE", // required * // MinValue: "STRING_VALUE", // required * // MaxValue: "STRING_VALUE", // required * // ScalingType: "Auto" || "Linear" || "Logarithmic" || "ReverseLogarithmic", * // }, * // ], * // CategoricalParameterRanges: [ * // { * // Name: "STRING_VALUE", // required * // Values: [ // required * // "STRING_VALUE", * // ], * // }, * // ], * // AutoParameters: [ * // { * // Name: "STRING_VALUE", // required * // ValueHint: "STRING_VALUE", // required * // }, * // ], * // }, * // StaticHyperParameters: { * // "": "STRING_VALUE", * // }, * // AlgorithmSpecification: { * // TrainingImage: "STRING_VALUE", * // TrainingInputMode: "Pipe" || "File" || "FastFile", // required * // AlgorithmName: "STRING_VALUE", * // MetricDefinitions: [ * // { * // Name: "STRING_VALUE", // required * // Regex: "STRING_VALUE", // required * // }, * // ], * // }, * // RoleArn: "STRING_VALUE", // required * // InputDataConfig: [ * // { * // ChannelName: "STRING_VALUE", // required * // DataSource: { * // S3DataSource: { * // S3DataType: "ManifestFile" || "S3Prefix" || "AugmentedManifestFile" || "Converse", // required * // S3Uri: "STRING_VALUE", // required * // S3DataDistributionType: "FullyReplicated" || "ShardedByS3Key", * // AttributeNames: [ * // "STRING_VALUE", * // ], * // InstanceGroupNames: [ * // "STRING_VALUE", * // ], * // ModelAccessConfig: { * // AcceptEula: true || false, // required * // }, * // HubAccessConfig: { * // HubContentArn: "STRING_VALUE", // required * // }, * // }, * // FileSystemDataSource: { * // FileSystemId: "STRING_VALUE", // required * // FileSystemAccessMode: "rw" || "ro", // required * // FileSystemType: "EFS" || "FSxLustre", // required * // DirectoryPath: "STRING_VALUE", // required * // }, * // }, * // ContentType: "STRING_VALUE", * // CompressionType: "None" || "Gzip", * // RecordWrapperType: "None" || "RecordIO", * // InputMode: "Pipe" || "File" || "FastFile", * // ShuffleConfig: { * // Seed: Number("long"), // required * // }, * // }, * // ], * // VpcConfig: { * // SecurityGroupIds: [ // required * // "STRING_VALUE", * // ], * // Subnets: [ // required * // "STRING_VALUE", * // ], * // }, * // OutputDataConfig: { * // KmsKeyId: "STRING_VALUE", * // S3OutputPath: "STRING_VALUE", // required * // CompressionType: "GZIP" || "NONE", * // }, * // ResourceConfig: { * // InstanceType: "ml.m4.xlarge" || "ml.m4.2xlarge" || "ml.m4.4xlarge" || "ml.m4.10xlarge" || "ml.m4.16xlarge" || "ml.g4dn.xlarge" || "ml.g4dn.2xlarge" || "ml.g4dn.4xlarge" || "ml.g4dn.8xlarge" || "ml.g4dn.12xlarge" || "ml.g4dn.16xlarge" || "ml.m5.large" || "ml.m5.xlarge" || "ml.m5.2xlarge" || "ml.m5.4xlarge" || "ml.m5.12xlarge" || "ml.m5.24xlarge" || "ml.c4.xlarge" || "ml.c4.2xlarge" || "ml.c4.4xlarge" || "ml.c4.8xlarge" || "ml.p2.xlarge" || "ml.p2.8xlarge" || "ml.p2.16xlarge" || "ml.p3.2xlarge" || "ml.p3.8xlarge" || "ml.p3.16xlarge" || "ml.p3dn.24xlarge" || "ml.p4d.24xlarge" || "ml.p4de.24xlarge" || "ml.p5.48xlarge" || "ml.p5e.48xlarge" || "ml.p5en.48xlarge" || "ml.c5.xlarge" || "ml.c5.2xlarge" || "ml.c5.4xlarge" || "ml.c5.9xlarge" || "ml.c5.18xlarge" || "ml.c5n.xlarge" || "ml.c5n.2xlarge" || "ml.c5n.4xlarge" || "ml.c5n.9xlarge" || "ml.c5n.18xlarge" || "ml.g5.xlarge" || "ml.g5.2xlarge" || "ml.g5.4xlarge" || "ml.g5.8xlarge" || "ml.g5.16xlarge" || "ml.g5.12xlarge" || "ml.g5.24xlarge" || "ml.g5.48xlarge" || "ml.g6.xlarge" || "ml.g6.2xlarge" || "ml.g6.4xlarge" || "ml.g6.8xlarge" || "ml.g6.16xlarge" || "ml.g6.12xlarge" || "ml.g6.24xlarge" || "ml.g6.48xlarge" || "ml.g6e.xlarge" || "ml.g6e.2xlarge" || "ml.g6e.4xlarge" || "ml.g6e.8xlarge" || "ml.g6e.16xlarge" || "ml.g6e.12xlarge" || "ml.g6e.24xlarge" || "ml.g6e.48xlarge" || "ml.trn1.2xlarge" || "ml.trn1.32xlarge" || "ml.trn1n.32xlarge" || "ml.trn2.48xlarge" || "ml.m6i.large" || "ml.m6i.xlarge" || "ml.m6i.2xlarge" || "ml.m6i.4xlarge" || "ml.m6i.8xlarge" || "ml.m6i.12xlarge" || "ml.m6i.16xlarge" || "ml.m6i.24xlarge" || "ml.m6i.32xlarge" || "ml.c6i.xlarge" || "ml.c6i.2xlarge" || "ml.c6i.8xlarge" || "ml.c6i.4xlarge" || "ml.c6i.12xlarge" || "ml.c6i.16xlarge" || "ml.c6i.24xlarge" || "ml.c6i.32xlarge" || "ml.r5d.large" || "ml.r5d.xlarge" || "ml.r5d.2xlarge" || "ml.r5d.4xlarge" || "ml.r5d.8xlarge" || "ml.r5d.12xlarge" || "ml.r5d.16xlarge" || "ml.r5d.24xlarge" || "ml.t3.medium" || "ml.t3.large" || "ml.t3.xlarge" || "ml.t3.2xlarge" || "ml.r5.large" || "ml.r5.xlarge" || "ml.r5.2xlarge" || "ml.r5.4xlarge" || "ml.r5.8xlarge" || "ml.r5.12xlarge" || "ml.r5.16xlarge" || "ml.r5.24xlarge" || "ml.p6-b200.48xlarge" || "ml.m7i.large" || "ml.m7i.xlarge" || "ml.m7i.2xlarge" || "ml.m7i.4xlarge" || "ml.m7i.8xlarge" || "ml.m7i.12xlarge" || "ml.m7i.16xlarge" || "ml.m7i.24xlarge" || "ml.m7i.48xlarge" || "ml.c7i.large" || "ml.c7i.xlarge" || "ml.c7i.2xlarge" || "ml.c7i.4xlarge" || "ml.c7i.8xlarge" || "ml.c7i.12xlarge" || "ml.c7i.16xlarge" || "ml.c7i.24xlarge" || "ml.c7i.48xlarge" || "ml.r7i.large" || "ml.r7i.xlarge" || "ml.r7i.2xlarge" || "ml.r7i.4xlarge" || "ml.r7i.8xlarge" || "ml.r7i.12xlarge" || "ml.r7i.16xlarge" || "ml.r7i.24xlarge" || "ml.r7i.48xlarge" || "ml.p6e-gb200.36xlarge", * // InstanceCount: Number("int"), * // VolumeSizeInGB: Number("int"), // required * // VolumeKmsKeyId: "STRING_VALUE", * // KeepAlivePeriodInSeconds: Number("int"), * // InstanceGroups: [ * // { * // InstanceType: "ml.m4.xlarge" || "ml.m4.2xlarge" || "ml.m4.4xlarge" || "ml.m4.10xlarge" || "ml.m4.16xlarge" || "ml.g4dn.xlarge" || "ml.g4dn.2xlarge" || "ml.g4dn.4xlarge" || "ml.g4dn.8xlarge" || "ml.g4dn.12xlarge" || "ml.g4dn.16xlarge" || "ml.m5.large" || "ml.m5.xlarge" || "ml.m5.2xlarge" || "ml.m5.4xlarge" || "ml.m5.12xlarge" || "ml.m5.24xlarge" || "ml.c4.xlarge" || "ml.c4.2xlarge" || "ml.c4.4xlarge" || "ml.c4.8xlarge" || "ml.p2.xlarge" || "ml.p2.8xlarge" || "ml.p2.16xlarge" || "ml.p3.2xlarge" || "ml.p3.8xlarge" || "ml.p3.16xlarge" || "ml.p3dn.24xlarge" || "ml.p4d.24xlarge" || "ml.p4de.24xlarge" || "ml.p5.48xlarge" || "ml.p5e.48xlarge" || "ml.p5en.48xlarge" || "ml.c5.xlarge" || "ml.c5.2xlarge" || "ml.c5.4xlarge" || "ml.c5.9xlarge" || "ml.c5.18xlarge" || "ml.c5n.xlarge" || "ml.c5n.2xlarge" || "ml.c5n.4xlarge" || "ml.c5n.9xlarge" || "ml.c5n.18xlarge" || "ml.g5.xlarge" || "ml.g5.2xlarge" || "ml.g5.4xlarge" || "ml.g5.8xlarge" || "ml.g5.16xlarge" || "ml.g5.12xlarge" || "ml.g5.24xlarge" || "ml.g5.48xlarge" || "ml.g6.xlarge" || "ml.g6.2xlarge" || "ml.g6.4xlarge" || "ml.g6.8xlarge" || "ml.g6.16xlarge" || "ml.g6.12xlarge" || "ml.g6.24xlarge" || "ml.g6.48xlarge" || "ml.g6e.xlarge" || "ml.g6e.2xlarge" || "ml.g6e.4xlarge" || "ml.g6e.8xlarge" || "ml.g6e.16xlarge" || "ml.g6e.12xlarge" || "ml.g6e.24xlarge" || "ml.g6e.48xlarge" || "ml.trn1.2xlarge" || "ml.trn1.32xlarge" || "ml.trn1n.32xlarge" || "ml.trn2.48xlarge" || "ml.m6i.large" || "ml.m6i.xlarge" || "ml.m6i.2xlarge" || "ml.m6i.4xlarge" || "ml.m6i.8xlarge" || "ml.m6i.12xlarge" || "ml.m6i.16xlarge" || "ml.m6i.24xlarge" || "ml.m6i.32xlarge" || "ml.c6i.xlarge" || "ml.c6i.2xlarge" || "ml.c6i.8xlarge" || "ml.c6i.4xlarge" || "ml.c6i.12xlarge" || "ml.c6i.16xlarge" || "ml.c6i.24xlarge" || "ml.c6i.32xlarge" || "ml.r5d.large" || "ml.r5d.xlarge" || "ml.r5d.2xlarge" || "ml.r5d.4xlarge" || "ml.r5d.8xlarge" || "ml.r5d.12xlarge" || "ml.r5d.16xlarge" || "ml.r5d.24xlarge" || "ml.t3.medium" || "ml.t3.large" || "ml.t3.xlarge" || "ml.t3.2xlarge" || "ml.r5.large" || "ml.r5.xlarge" || "ml.r5.2xlarge" || "ml.r5.4xlarge" || "ml.r5.8xlarge" || "ml.r5.12xlarge" || "ml.r5.16xlarge" || "ml.r5.24xlarge" || "ml.p6-b200.48xlarge" || "ml.m7i.large" || "ml.m7i.xlarge" || "ml.m7i.2xlarge" || "ml.m7i.4xlarge" || "ml.m7i.8xlarge" || "ml.m7i.12xlarge" || "ml.m7i.16xlarge" || "ml.m7i.24xlarge" || "ml.m7i.48xlarge" || "ml.c7i.large" || "ml.c7i.xlarge" || "ml.c7i.2xlarge" || "ml.c7i.4xlarge" || "ml.c7i.8xlarge" || "ml.c7i.12xlarge" || "ml.c7i.16xlarge" || "ml.c7i.24xlarge" || "ml.c7i.48xlarge" || "ml.r7i.large" || "ml.r7i.xlarge" || "ml.r7i.2xlarge" || "ml.r7i.4xlarge" || "ml.r7i.8xlarge" || "ml.r7i.12xlarge" || "ml.r7i.16xlarge" || "ml.r7i.24xlarge" || "ml.r7i.48xlarge" || "ml.p6e-gb200.36xlarge", // required * // InstanceCount: Number("int"), // required * // InstanceGroupName: "STRING_VALUE", // required * // }, * // ], * // TrainingPlanArn: "STRING_VALUE", * // InstancePlacementConfig: { * // EnableMultipleJobs: true || false, * // PlacementSpecifications: [ * // { * // UltraServerId: "STRING_VALUE", * // InstanceCount: Number("int"), // required * // }, * // ], * // }, * // }, * // HyperParameterTuningResourceConfig: { * // InstanceType: "ml.m4.xlarge" || "ml.m4.2xlarge" || "ml.m4.4xlarge" || "ml.m4.10xlarge" || "ml.m4.16xlarge" || "ml.g4dn.xlarge" || "ml.g4dn.2xlarge" || "ml.g4dn.4xlarge" || "ml.g4dn.8xlarge" || "ml.g4dn.12xlarge" || "ml.g4dn.16xlarge" || "ml.m5.large" || "ml.m5.xlarge" || "ml.m5.2xlarge" || "ml.m5.4xlarge" || "ml.m5.12xlarge" || "ml.m5.24xlarge" || "ml.c4.xlarge" || "ml.c4.2xlarge" || "ml.c4.4xlarge" || "ml.c4.8xlarge" || "ml.p2.xlarge" || "ml.p2.8xlarge" || "ml.p2.16xlarge" || "ml.p3.2xlarge" || "ml.p3.8xlarge" || "ml.p3.16xlarge" || "ml.p3dn.24xlarge" || "ml.p4d.24xlarge" || "ml.p4de.24xlarge" || "ml.p5.48xlarge" || "ml.p5e.48xlarge" || "ml.p5en.48xlarge" || "ml.c5.xlarge" || "ml.c5.2xlarge" || "ml.c5.4xlarge" || "ml.c5.9xlarge" || "ml.c5.18xlarge" || "ml.c5n.xlarge" || "ml.c5n.2xlarge" || "ml.c5n.4xlarge" || "ml.c5n.9xlarge" || "ml.c5n.18xlarge" || "ml.g5.xlarge" || "ml.g5.2xlarge" || "ml.g5.4xlarge" || "ml.g5.8xlarge" || "ml.g5.16xlarge" || "ml.g5.12xlarge" || "ml.g5.24xlarge" || "ml.g5.48xlarge" || "ml.g6.xlarge" || "ml.g6.2xlarge" || "ml.g6.4xlarge" || "ml.g6.8xlarge" || "ml.g6.16xlarge" || "ml.g6.12xlarge" || "ml.g6.24xlarge" || "ml.g6.48xlarge" || "ml.g6e.xlarge" || "ml.g6e.2xlarge" || "ml.g6e.4xlarge" || "ml.g6e.8xlarge" || "ml.g6e.16xlarge" || "ml.g6e.12xlarge" || "ml.g6e.24xlarge" || "ml.g6e.48xlarge" || "ml.trn1.2xlarge" || "ml.trn1.32xlarge" || "ml.trn1n.32xlarge" || "ml.trn2.48xlarge" || "ml.m6i.large" || "ml.m6i.xlarge" || "ml.m6i.2xlarge" || "ml.m6i.4xlarge" || "ml.m6i.8xlarge" || "ml.m6i.12xlarge" || "ml.m6i.16xlarge" || "ml.m6i.24xlarge" || "ml.m6i.32xlarge" || "ml.c6i.xlarge" || "ml.c6i.2xlarge" || "ml.c6i.8xlarge" || "ml.c6i.4xlarge" || "ml.c6i.12xlarge" || "ml.c6i.16xlarge" || "ml.c6i.24xlarge" || "ml.c6i.32xlarge" || "ml.r5d.large" || "ml.r5d.xlarge" || "ml.r5d.2xlarge" || "ml.r5d.4xlarge" || "ml.r5d.8xlarge" || "ml.r5d.12xlarge" || "ml.r5d.16xlarge" || "ml.r5d.24xlarge" || "ml.t3.medium" || "ml.t3.large" || "ml.t3.xlarge" || "ml.t3.2xlarge" || "ml.r5.large" || "ml.r5.xlarge" || "ml.r5.2xlarge" || "ml.r5.4xlarge" || "ml.r5.8xlarge" || "ml.r5.12xlarge" || "ml.r5.16xlarge" || "ml.r5.24xlarge" || "ml.p6-b200.48xlarge" || "ml.m7i.large" || "ml.m7i.xlarge" || "ml.m7i.2xlarge" || "ml.m7i.4xlarge" || "ml.m7i.8xlarge" || "ml.m7i.12xlarge" || "ml.m7i.16xlarge" || "ml.m7i.24xlarge" || "ml.m7i.48xlarge" || "ml.c7i.large" || "ml.c7i.xlarge" || "ml.c7i.2xlarge" || "ml.c7i.4xlarge" || "ml.c7i.8xlarge" || "ml.c7i.12xlarge" || "ml.c7i.16xlarge" || "ml.c7i.24xlarge" || "ml.c7i.48xlarge" || "ml.r7i.large" || "ml.r7i.xlarge" || "ml.r7i.2xlarge" || "ml.r7i.4xlarge" || "ml.r7i.8xlarge" || "ml.r7i.12xlarge" || "ml.r7i.16xlarge" || "ml.r7i.24xlarge" || "ml.r7i.48xlarge" || "ml.p6e-gb200.36xlarge", * // InstanceCount: Number("int"), * // VolumeSizeInGB: Number("int"), * // VolumeKmsKeyId: "STRING_VALUE", * // AllocationStrategy: "Prioritized", * // InstanceConfigs: [ * // { * // InstanceType: "ml.m4.xlarge" || "ml.m4.2xlarge" || "ml.m4.4xlarge" || "ml.m4.10xlarge" || "ml.m4.16xlarge" || "ml.g4dn.xlarge" || "ml.g4dn.2xlarge" || "ml.g4dn.4xlarge" || "ml.g4dn.8xlarge" || "ml.g4dn.12xlarge" || "ml.g4dn.16xlarge" || "ml.m5.large" || "ml.m5.xlarge" || "ml.m5.2xlarge" || "ml.m5.4xlarge" || "ml.m5.12xlarge" || "ml.m5.24xlarge" || "ml.c4.xlarge" || "ml.c4.2xlarge" || "ml.c4.4xlarge" || "ml.c4.8xlarge" || "ml.p2.xlarge" || "ml.p2.8xlarge" || "ml.p2.16xlarge" || "ml.p3.2xlarge" || "ml.p3.8xlarge" || "ml.p3.16xlarge" || "ml.p3dn.24xlarge" || "ml.p4d.24xlarge" || "ml.p4de.24xlarge" || "ml.p5.48xlarge" || "ml.p5e.48xlarge" || "ml.p5en.48xlarge" || "ml.c5.xlarge" || "ml.c5.2xlarge" || "ml.c5.4xlarge" || "ml.c5.9xlarge" || "ml.c5.18xlarge" || "ml.c5n.xlarge" || "ml.c5n.2xlarge" || "ml.c5n.4xlarge" || "ml.c5n.9xlarge" || "ml.c5n.18xlarge" || "ml.g5.xlarge" || "ml.g5.2xlarge" || "ml.g5.4xlarge" || "ml.g5.8xlarge" || "ml.g5.16xlarge" || "ml.g5.12xlarge" || "ml.g5.24xlarge" || "ml.g5.48xlarge" || "ml.g6.xlarge" || "ml.g6.2xlarge" || "ml.g6.4xlarge" || "ml.g6.8xlarge" || "ml.g6.16xlarge" || "ml.g6.12xlarge" || "ml.g6.24xlarge" || "ml.g6.48xlarge" || "ml.g6e.xlarge" || "ml.g6e.2xlarge" || "ml.g6e.4xlarge" || "ml.g6e.8xlarge" || "ml.g6e.16xlarge" || "ml.g6e.12xlarge" || "ml.g6e.24xlarge" || "ml.g6e.48xlarge" || "ml.trn1.2xlarge" || "ml.trn1.32xlarge" || "ml.trn1n.32xlarge" || "ml.trn2.48xlarge" || "ml.m6i.large" || "ml.m6i.xlarge" || "ml.m6i.2xlarge" || "ml.m6i.4xlarge" || "ml.m6i.8xlarge" || "ml.m6i.12xlarge" || "ml.m6i.16xlarge" || "ml.m6i.24xlarge" || "ml.m6i.32xlarge" || "ml.c6i.xlarge" || "ml.c6i.2xlarge" || "ml.c6i.8xlarge" || "ml.c6i.4xlarge" || "ml.c6i.12xlarge" || "ml.c6i.16xlarge" || "ml.c6i.24xlarge" || "ml.c6i.32xlarge" || "ml.r5d.large" || "ml.r5d.xlarge" || "ml.r5d.2xlarge" || "ml.r5d.4xlarge" || "ml.r5d.8xlarge" || "ml.r5d.12xlarge" || "ml.r5d.16xlarge" || "ml.r5d.24xlarge" || "ml.t3.medium" || "ml.t3.large" || "ml.t3.xlarge" || "ml.t3.2xlarge" || "ml.r5.large" || "ml.r5.xlarge" || "ml.r5.2xlarge" || "ml.r5.4xlarge" || "ml.r5.8xlarge" || "ml.r5.12xlarge" || "ml.r5.16xlarge" || "ml.r5.24xlarge" || "ml.p6-b200.48xlarge" || "ml.m7i.large" || "ml.m7i.xlarge" || "ml.m7i.2xlarge" || "ml.m7i.4xlarge" || "ml.m7i.8xlarge" || "ml.m7i.12xlarge" || "ml.m7i.16xlarge" || "ml.m7i.24xlarge" || "ml.m7i.48xlarge" || "ml.c7i.large" || "ml.c7i.xlarge" || "ml.c7i.2xlarge" || "ml.c7i.4xlarge" || "ml.c7i.8xlarge" || "ml.c7i.12xlarge" || "ml.c7i.16xlarge" || "ml.c7i.24xlarge" || "ml.c7i.48xlarge" || "ml.r7i.large" || "ml.r7i.xlarge" || "ml.r7i.2xlarge" || "ml.r7i.4xlarge" || "ml.r7i.8xlarge" || "ml.r7i.12xlarge" || "ml.r7i.16xlarge" || "ml.r7i.24xlarge" || "ml.r7i.48xlarge" || "ml.p6e-gb200.36xlarge", // required * // InstanceCount: Number("int"), // required * // VolumeSizeInGB: Number("int"), // required * // }, * // ], * // }, * // StoppingCondition: { * // MaxRuntimeInSeconds: Number("int"), * // MaxWaitTimeInSeconds: Number("int"), * // MaxPendingTimeInSeconds: Number("int"), * // }, * // EnableNetworkIsolation: true || false, * // EnableInterContainerTrafficEncryption: true || false, * // EnableManagedSpotTraining: true || false, * // CheckpointConfig: { * // S3Uri: "STRING_VALUE", // required * // LocalPath: "STRING_VALUE", * // }, * // RetryStrategy: { * // MaximumRetryAttempts: Number("int"), // required * // }, * // Environment: { * // "": "STRING_VALUE", * // }, * // }, * // ], * // HyperParameterTuningJobStatus: "Completed" || "InProgress" || "Failed" || "Stopped" || "Stopping" || "Deleting" || "DeleteFailed", // required * // CreationTime: new Date("TIMESTAMP"), // required * // HyperParameterTuningEndTime: new Date("TIMESTAMP"), * // LastModifiedTime: new Date("TIMESTAMP"), * // TrainingJobStatusCounters: { // TrainingJobStatusCounters * // Completed: Number("int"), * // InProgress: Number("int"), * // RetryableError: Number("int"), * // NonRetryableError: Number("int"), * // Stopped: Number("int"), * // }, * // ObjectiveStatusCounters: { // ObjectiveStatusCounters * // Succeeded: Number("int"), * // Pending: Number("int"), * // Failed: Number("int"), * // }, * // BestTrainingJob: { // HyperParameterTrainingJobSummary * // TrainingJobDefinitionName: "STRING_VALUE", * // TrainingJobName: "STRING_VALUE", // required * // TrainingJobArn: "STRING_VALUE", // required * // TuningJobName: "STRING_VALUE", * // CreationTime: new Date("TIMESTAMP"), // required * // TrainingStartTime: new Date("TIMESTAMP"), * // TrainingEndTime: new Date("TIMESTAMP"), * // TrainingJobStatus: "InProgress" || "Completed" || "Failed" || "Stopping" || "Stopped", // required * // TunedHyperParameters: { // required * // "": "STRING_VALUE", * // }, * // FailureReason: "STRING_VALUE", * // FinalHyperParameterTuningJobObjectiveMetric: { // FinalHyperParameterTuningJobObjectiveMetric * // Type: "Maximize" || "Minimize", * // MetricName: "STRING_VALUE", // required * // Value: Number("float"), // required * // }, * // ObjectiveStatus: "Succeeded" || "Pending" || "Failed", * // }, * // OverallBestTrainingJob: { * // TrainingJobDefinitionName: "STRING_VALUE", * // TrainingJobName: "STRING_VALUE", // required * // TrainingJobArn: "STRING_VALUE", // required * // TuningJobName: "STRING_VALUE", * // CreationTime: new Date("TIMESTAMP"), // required * // TrainingStartTime: new Date("TIMESTAMP"), * // TrainingEndTime: new Date("TIMESTAMP"), * // TrainingJobStatus: "InProgress" || "Completed" || "Failed" || "Stopping" || "Stopped", // required * // TunedHyperParameters: { // required * // "": "STRING_VALUE", * // }, * // FailureReason: "STRING_VALUE", * // FinalHyperParameterTuningJobObjectiveMetric: { * // Type: "Maximize" || "Minimize", * // MetricName: "STRING_VALUE", // required * // Value: Number("float"), // required * // }, * // ObjectiveStatus: "Succeeded" || "Pending" || "Failed", * // }, * // WarmStartConfig: { // HyperParameterTuningJobWarmStartConfig * // ParentHyperParameterTuningJobs: [ // ParentHyperParameterTuningJobs // required * // { // ParentHyperParameterTuningJob * // HyperParameterTuningJobName: "STRING_VALUE", * // }, * // ], * // WarmStartType: "IdenticalDataAndAlgorithm" || "TransferLearning", // required * // }, * // Autotune: { // Autotune * // Mode: "Enabled", // required * // }, * // FailureReason: "STRING_VALUE", * // TuningJobCompletionDetails: { // HyperParameterTuningJobCompletionDetails * // NumberOfTrainingJobsObjectiveNotImproving: Number("int"), * // ConvergenceDetectedTime: new Date("TIMESTAMP"), * // }, * // ConsumedResources: { // HyperParameterTuningJobConsumedResources * // RuntimeInSeconds: Number("int"), * // }, * // }; * * ``` * * @param DescribeHyperParameterTuningJobCommandInput - {@link DescribeHyperParameterTuningJobCommandInput} * @returns {@link DescribeHyperParameterTuningJobCommandOutput} * @see {@link DescribeHyperParameterTuningJobCommandInput} for command's `input` shape. * @see {@link DescribeHyperParameterTuningJobCommandOutput} for command's `response` shape. * @see {@link SageMakerClientResolvedConfig | config} for SageMakerClient's `config` shape. * * @throws {@link ResourceNotFound} (client fault) *

Resource being access is not found.

* * @throws {@link SageMakerServiceException} *

Base exception class for all service exceptions from SageMaker service.

* * * @public */ export declare class DescribeHyperParameterTuningJobCommand extends DescribeHyperParameterTuningJobCommand_base { /** @internal type navigation helper, not in runtime. */ protected static __types: { api: { input: DescribeHyperParameterTuningJobRequest; output: DescribeHyperParameterTuningJobResponse; }; sdk: { input: DescribeHyperParameterTuningJobCommandInput; output: DescribeHyperParameterTuningJobCommandOutput; }; }; }