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

Returns information about a training job.

Some of the attributes below only appear if the training job successfully starts. If the training job fails, TrainingJobStatus is Failed and, depending on the FailureReason, attributes like TrainingStartTime, TrainingTimeInSeconds, TrainingEndTime, and BillableTimeInSeconds may not be present in the response.

* @example * Use a bare-bones client and the command you need to make an API call. * ```javascript * import { SageMakerClient, DescribeTrainingJobCommand } from "@aws-sdk/client-sagemaker"; // ES Modules import * // const { SageMakerClient, DescribeTrainingJobCommand } = require("@aws-sdk/client-sagemaker"); // CommonJS import * const client = new SageMakerClient(config); * const input = { // DescribeTrainingJobRequest * TrainingJobName: "STRING_VALUE", // required * }; * const command = new DescribeTrainingJobCommand(input); * const response = await client.send(command); * // { // DescribeTrainingJobResponse * // TrainingJobName: "STRING_VALUE", // required * // TrainingJobArn: "STRING_VALUE", // required * // TuningJobArn: "STRING_VALUE", * // LabelingJobArn: "STRING_VALUE", * // AutoMLJobArn: "STRING_VALUE", * // ModelArtifacts: { // ModelArtifacts * // S3ModelArtifacts: "STRING_VALUE", // required * // }, * // TrainingJobStatus: "InProgress" || "Completed" || "Failed" || "Stopping" || "Stopped", // required * // SecondaryStatus: "Starting" || "LaunchingMLInstances" || "PreparingTrainingStack" || "Downloading" || "DownloadingTrainingImage" || "Training" || "Uploading" || "Stopping" || "Stopped" || "MaxRuntimeExceeded" || "Completed" || "Failed" || "Interrupted" || "MaxWaitTimeExceeded" || "Updating" || "Restarting" || "Pending", // required * // FailureReason: "STRING_VALUE", * // HyperParameters: { // HyperParameters * // "": "STRING_VALUE", * // }, * // AlgorithmSpecification: { // AlgorithmSpecification * // TrainingImage: "STRING_VALUE", * // AlgorithmName: "STRING_VALUE", * // TrainingInputMode: "Pipe" || "File" || "FastFile", // required * // MetricDefinitions: [ // MetricDefinitionList * // { // MetricDefinition * // Name: "STRING_VALUE", // required * // Regex: "STRING_VALUE", // required * // }, * // ], * // EnableSageMakerMetricsTimeSeries: true || false, * // ContainerEntrypoint: [ // TrainingContainerEntrypoint * // "STRING_VALUE", * // ], * // ContainerArguments: [ // TrainingContainerArguments * // "STRING_VALUE", * // ], * // TrainingImageConfig: { // TrainingImageConfig * // TrainingRepositoryAccessMode: "Platform" || "Vpc", // required * // TrainingRepositoryAuthConfig: { // TrainingRepositoryAuthConfig * // TrainingRepositoryCredentialsProviderArn: "STRING_VALUE", // required * // }, * // }, * // }, * // RoleArn: "STRING_VALUE", * // 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 * // }, * // }, * // ], * // 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 * // }, * // ], * // }, * // }, * // WarmPoolStatus: { // WarmPoolStatus * // Status: "Available" || "Terminated" || "Reused" || "InUse", // required * // ResourceRetainedBillableTimeInSeconds: Number("int"), * // ReusedByJob: "STRING_VALUE", * // }, * // VpcConfig: { // VpcConfig * // SecurityGroupIds: [ // VpcSecurityGroupIds // required * // "STRING_VALUE", * // ], * // Subnets: [ // Subnets // required * // "STRING_VALUE", * // ], * // }, * // StoppingCondition: { // StoppingCondition * // MaxRuntimeInSeconds: Number("int"), * // MaxWaitTimeInSeconds: Number("int"), * // MaxPendingTimeInSeconds: Number("int"), * // }, * // CreationTime: new Date("TIMESTAMP"), // required * // TrainingStartTime: new Date("TIMESTAMP"), * // TrainingEndTime: new Date("TIMESTAMP"), * // LastModifiedTime: new Date("TIMESTAMP"), * // SecondaryStatusTransitions: [ // SecondaryStatusTransitions * // { // SecondaryStatusTransition * // Status: "Starting" || "LaunchingMLInstances" || "PreparingTrainingStack" || "Downloading" || "DownloadingTrainingImage" || "Training" || "Uploading" || "Stopping" || "Stopped" || "MaxRuntimeExceeded" || "Completed" || "Failed" || "Interrupted" || "MaxWaitTimeExceeded" || "Updating" || "Restarting" || "Pending", // required * // StartTime: new Date("TIMESTAMP"), // required * // EndTime: new Date("TIMESTAMP"), * // StatusMessage: "STRING_VALUE", * // }, * // ], * // FinalMetricDataList: [ // FinalMetricDataList * // { // MetricData * // MetricName: "STRING_VALUE", * // Value: Number("float"), * // Timestamp: new Date("TIMESTAMP"), * // }, * // ], * // EnableNetworkIsolation: true || false, * // EnableInterContainerTrafficEncryption: true || false, * // EnableManagedSpotTraining: true || false, * // CheckpointConfig: { // CheckpointConfig * // S3Uri: "STRING_VALUE", // required * // LocalPath: "STRING_VALUE", * // }, * // TrainingTimeInSeconds: Number("int"), * // BillableTimeInSeconds: Number("int"), * // DebugHookConfig: { // DebugHookConfig * // LocalPath: "STRING_VALUE", * // S3OutputPath: "STRING_VALUE", // required * // HookParameters: { // HookParameters * // "": "STRING_VALUE", * // }, * // CollectionConfigurations: [ // CollectionConfigurations * // { // CollectionConfiguration * // CollectionName: "STRING_VALUE", * // CollectionParameters: { // CollectionParameters * // "": "STRING_VALUE", * // }, * // }, * // ], * // }, * // ExperimentConfig: { // ExperimentConfig * // ExperimentName: "STRING_VALUE", * // TrialName: "STRING_VALUE", * // TrialComponentDisplayName: "STRING_VALUE", * // RunName: "STRING_VALUE", * // }, * // DebugRuleConfigurations: [ // DebugRuleConfigurations * // { // DebugRuleConfiguration * // RuleConfigurationName: "STRING_VALUE", // required * // LocalPath: "STRING_VALUE", * // S3OutputPath: "STRING_VALUE", * // RuleEvaluatorImage: "STRING_VALUE", // required * // InstanceType: "ml.t3.medium" || "ml.t3.large" || "ml.t3.xlarge" || "ml.t3.2xlarge" || "ml.m4.xlarge" || "ml.m4.2xlarge" || "ml.m4.4xlarge" || "ml.m4.10xlarge" || "ml.m4.16xlarge" || "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.c5.xlarge" || "ml.c5.2xlarge" || "ml.c5.4xlarge" || "ml.c5.9xlarge" || "ml.c5.18xlarge" || "ml.m5.large" || "ml.m5.xlarge" || "ml.m5.2xlarge" || "ml.m5.4xlarge" || "ml.m5.12xlarge" || "ml.m5.24xlarge" || "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.g4dn.xlarge" || "ml.g4dn.2xlarge" || "ml.g4dn.4xlarge" || "ml.g4dn.8xlarge" || "ml.g4dn.12xlarge" || "ml.g4dn.16xlarge" || "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.r5d.large" || "ml.r5d.xlarge" || "ml.r5d.2xlarge" || "ml.r5d.4xlarge" || "ml.r5d.8xlarge" || "ml.r5d.12xlarge" || "ml.r5d.16xlarge" || "ml.r5d.24xlarge" || "ml.g6.xlarge" || "ml.g6.2xlarge" || "ml.g6.4xlarge" || "ml.g6.8xlarge" || "ml.g6.12xlarge" || "ml.g6.16xlarge" || "ml.g6.24xlarge" || "ml.g6.48xlarge" || "ml.g6e.xlarge" || "ml.g6e.2xlarge" || "ml.g6e.4xlarge" || "ml.g6e.8xlarge" || "ml.g6e.12xlarge" || "ml.g6e.16xlarge" || "ml.g6e.24xlarge" || "ml.g6e.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.4xlarge" || "ml.c6i.8xlarge" || "ml.c6i.12xlarge" || "ml.c6i.16xlarge" || "ml.c6i.24xlarge" || "ml.c6i.32xlarge" || "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", * // VolumeSizeInGB: Number("int"), * // RuleParameters: { // RuleParameters * // "": "STRING_VALUE", * // }, * // }, * // ], * // TensorBoardOutputConfig: { // TensorBoardOutputConfig * // LocalPath: "STRING_VALUE", * // S3OutputPath: "STRING_VALUE", // required * // }, * // DebugRuleEvaluationStatuses: [ // DebugRuleEvaluationStatuses * // { // DebugRuleEvaluationStatus * // RuleConfigurationName: "STRING_VALUE", * // RuleEvaluationJobArn: "STRING_VALUE", * // RuleEvaluationStatus: "InProgress" || "NoIssuesFound" || "IssuesFound" || "Error" || "Stopping" || "Stopped", * // StatusDetails: "STRING_VALUE", * // LastModifiedTime: new Date("TIMESTAMP"), * // }, * // ], * // ProfilerConfig: { // ProfilerConfig * // S3OutputPath: "STRING_VALUE", * // ProfilingIntervalInMilliseconds: Number("long"), * // ProfilingParameters: { // ProfilingParameters * // "": "STRING_VALUE", * // }, * // DisableProfiler: true || false, * // }, * // ProfilerRuleConfigurations: [ // ProfilerRuleConfigurations * // { // ProfilerRuleConfiguration * // RuleConfigurationName: "STRING_VALUE", // required * // LocalPath: "STRING_VALUE", * // S3OutputPath: "STRING_VALUE", * // RuleEvaluatorImage: "STRING_VALUE", // required * // InstanceType: "ml.t3.medium" || "ml.t3.large" || "ml.t3.xlarge" || "ml.t3.2xlarge" || "ml.m4.xlarge" || "ml.m4.2xlarge" || "ml.m4.4xlarge" || "ml.m4.10xlarge" || "ml.m4.16xlarge" || "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.c5.xlarge" || "ml.c5.2xlarge" || "ml.c5.4xlarge" || "ml.c5.9xlarge" || "ml.c5.18xlarge" || "ml.m5.large" || "ml.m5.xlarge" || "ml.m5.2xlarge" || "ml.m5.4xlarge" || "ml.m5.12xlarge" || "ml.m5.24xlarge" || "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.g4dn.xlarge" || "ml.g4dn.2xlarge" || "ml.g4dn.4xlarge" || "ml.g4dn.8xlarge" || "ml.g4dn.12xlarge" || "ml.g4dn.16xlarge" || "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.r5d.large" || "ml.r5d.xlarge" || "ml.r5d.2xlarge" || "ml.r5d.4xlarge" || "ml.r5d.8xlarge" || "ml.r5d.12xlarge" || "ml.r5d.16xlarge" || "ml.r5d.24xlarge" || "ml.g6.xlarge" || "ml.g6.2xlarge" || "ml.g6.4xlarge" || "ml.g6.8xlarge" || "ml.g6.12xlarge" || "ml.g6.16xlarge" || "ml.g6.24xlarge" || "ml.g6.48xlarge" || "ml.g6e.xlarge" || "ml.g6e.2xlarge" || "ml.g6e.4xlarge" || "ml.g6e.8xlarge" || "ml.g6e.12xlarge" || "ml.g6e.16xlarge" || "ml.g6e.24xlarge" || "ml.g6e.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.4xlarge" || "ml.c6i.8xlarge" || "ml.c6i.12xlarge" || "ml.c6i.16xlarge" || "ml.c6i.24xlarge" || "ml.c6i.32xlarge" || "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", * // VolumeSizeInGB: Number("int"), * // RuleParameters: { * // "": "STRING_VALUE", * // }, * // }, * // ], * // ProfilerRuleEvaluationStatuses: [ // ProfilerRuleEvaluationStatuses * // { // ProfilerRuleEvaluationStatus * // RuleConfigurationName: "STRING_VALUE", * // RuleEvaluationJobArn: "STRING_VALUE", * // RuleEvaluationStatus: "InProgress" || "NoIssuesFound" || "IssuesFound" || "Error" || "Stopping" || "Stopped", * // StatusDetails: "STRING_VALUE", * // LastModifiedTime: new Date("TIMESTAMP"), * // }, * // ], * // ProfilingStatus: "Enabled" || "Disabled", * // Environment: { // TrainingEnvironmentMap * // "": "STRING_VALUE", * // }, * // RetryStrategy: { // RetryStrategy * // MaximumRetryAttempts: Number("int"), // required * // }, * // RemoteDebugConfig: { // RemoteDebugConfig * // EnableRemoteDebug: true || false, * // }, * // InfraCheckConfig: { // InfraCheckConfig * // EnableInfraCheck: true || false, * // }, * // }; * * ``` * * @param DescribeTrainingJobCommandInput - {@link DescribeTrainingJobCommandInput} * @returns {@link DescribeTrainingJobCommandOutput} * @see {@link DescribeTrainingJobCommandInput} for command's `input` shape. * @see {@link DescribeTrainingJobCommandOutput} 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 DescribeTrainingJobCommand extends DescribeTrainingJobCommand_base { /** @internal type navigation helper, not in runtime. */ protected static __types: { api: { input: DescribeTrainingJobRequest; output: DescribeTrainingJobResponse; }; sdk: { input: DescribeTrainingJobCommandInput; output: DescribeTrainingJobCommandOutput; }; }; }