Describe Inference Experiment

sagemaker_describe_inference_experiment

R Documentation

Returns details about an inference experiment

Description

Returns details about an inference experiment.

Usage

sagemaker_describe_inference_experiment(Name)

Arguments

Name	[required] The name of the inference experiment to describe.

Value

A list with the following syntax:

list(
  Arn = "string",
  Name = "string",
  Type = "ShadowMode",
  Schedule = list(
    StartTime = as.POSIXct(
      "2015-01-01"
    ),
    EndTime = as.POSIXct(
      "2015-01-01"
    )
  ),
  Status = "Creating"|"Created"|"Updating"|"Running"|"Starting"|"Stopping"|"Completed"|"Cancelled",
  StatusReason = "string",
  Description = "string",
  CreationTime = as.POSIXct(
    "2015-01-01"
  ),
  CompletionTime = as.POSIXct(
    "2015-01-01"
  ),
  LastModifiedTime = as.POSIXct(
    "2015-01-01"
  ),
  RoleArn = "string",
  EndpointMetadata = list(
    EndpointName = "string",
    EndpointConfigName = "string",
    EndpointStatus = "OutOfService"|"Creating"|"Updating"|"SystemUpdating"|"RollingBack"|"InService"|"Deleting"|"Failed"|"UpdateRollbackFailed",
    FailureReason = "string"
  ),
  ModelVariants = list(
    list(
      ModelName = "string",
      VariantName = "string",
      InfrastructureConfig = list(
        InfrastructureType = "RealTimeInference",
        RealTimeInferenceConfig = list(
          InstanceType = "ml.t2.medium"|"ml.t2.large"|"ml.t2.xlarge"|"ml.t2.2xlarge"|"ml.m4.xlarge"|"ml.m4.2xlarge"|"ml.m4.4xlarge"|"ml.m4.10xlarge"|"ml.m4.16xlarge"|"ml.m5.large"|"ml.m5.xlarge"|"ml.m5.2xlarge"|"ml.m5.4xlarge"|"ml.m5.12xlarge"|"ml.m5.24xlarge"|"ml.m5d.large"|"ml.m5d.xlarge"|"ml.m5d.2xlarge"|"ml.m5d.4xlarge"|"ml.m5d.12xlarge"|"ml.m5d.24xlarge"|"ml.c4.large"|"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.large"|"ml.c5.xlarge"|"ml.c5.2xlarge"|"ml.c5.4xlarge"|"ml.c5.9xlarge"|"ml.c5.18xlarge"|"ml.c5d.large"|"ml.c5d.xlarge"|"ml.c5d.2xlarge"|"ml.c5d.4xlarge"|"ml.c5d.9xlarge"|"ml.c5d.18xlarge"|"ml.g4dn.xlarge"|"ml.g4dn.2xlarge"|"ml.g4dn.4xlarge"|"ml.g4dn.8xlarge"|"ml.g4dn.12xlarge"|"ml.g4dn.16xlarge"|"ml.r5.large"|"ml.r5.xlarge"|"ml.r5.2xlarge"|"ml.r5.4xlarge"|"ml.r5.12xlarge"|"ml.r5.24xlarge"|"ml.r5d.large"|"ml.r5d.xlarge"|"ml.r5d.2xlarge"|"ml.r5d.4xlarge"|"ml.r5d.12xlarge"|"ml.r5d.24xlarge"|"ml.inf1.xlarge"|"ml.inf1.2xlarge"|"ml.inf1.6xlarge"|"ml.inf1.24xlarge"|"ml.dl1.24xlarge"|"ml.c6i.large"|"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.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.r6i.large"|"ml.r6i.xlarge"|"ml.r6i.2xlarge"|"ml.r6i.4xlarge"|"ml.r6i.8xlarge"|"ml.r6i.12xlarge"|"ml.r6i.16xlarge"|"ml.r6i.24xlarge"|"ml.r6i.32xlarge"|"ml.g5.xlarge"|"ml.g5.2xlarge"|"ml.g5.4xlarge"|"ml.g5.8xlarge"|"ml.g5.12xlarge"|"ml.g5.16xlarge"|"ml.g5.24xlarge"|"ml.g5.48xlarge"|"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.r8g.medium"|"ml.r8g.large"|"ml.r8g.xlarge"|"ml.r8g.2xlarge"|"ml.r8g.4xlarge"|"ml.r8g.8xlarge"|"ml.r8g.12xlarge"|"ml.r8g.16xlarge"|"ml.r8g.24xlarge"|"ml.r8g.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.g7e.2xlarge"|"ml.g7e.4xlarge"|"ml.g7e.8xlarge"|"ml.g7e.12xlarge"|"ml.g7e.24xlarge"|"ml.g7e.48xlarge"|"ml.p4d.24xlarge"|"ml.c7g.large"|"ml.c7g.xlarge"|"ml.c7g.2xlarge"|"ml.c7g.4xlarge"|"ml.c7g.8xlarge"|"ml.c7g.12xlarge"|"ml.c7g.16xlarge"|"ml.m6g.large"|"ml.m6g.xlarge"|"ml.m6g.2xlarge"|"ml.m6g.4xlarge"|"ml.m6g.8xlarge"|"ml.m6g.12xlarge"|"ml.m6g.16xlarge"|"ml.m6gd.large"|"ml.m6gd.xlarge"|"ml.m6gd.2xlarge"|"ml.m6gd.4xlarge"|"ml.m6gd.8xlarge"|"ml.m6gd.12xlarge"|"ml.m6gd.16xlarge"|"ml.c6g.large"|"ml.c6g.xlarge"|"ml.c6g.2xlarge"|"ml.c6g.4xlarge"|"ml.c6g.8xlarge"|"ml.c6g.12xlarge"|"ml.c6g.16xlarge"|"ml.c6gd.large"|"ml.c6gd.xlarge"|"ml.c6gd.2xlarge"|"ml.c6gd.4xlarge"|"ml.c6gd.8xlarge"|"ml.c6gd.12xlarge"|"ml.c6gd.16xlarge"|"ml.c6gn.large"|"ml.c6gn.xlarge"|"ml.c6gn.2xlarge"|"ml.c6gn.4xlarge"|"ml.c6gn.8xlarge"|"ml.c6gn.12xlarge"|"ml.c6gn.16xlarge"|"ml.r6g.large"|"ml.r6g.xlarge"|"ml.r6g.2xlarge"|"ml.r6g.4xlarge"|"ml.r6g.8xlarge"|"ml.r6g.12xlarge"|"ml.r6g.16xlarge"|"ml.r6gd.large"|"ml.r6gd.xlarge"|"ml.r6gd.2xlarge"|"ml.r6gd.4xlarge"|"ml.r6gd.8xlarge"|"ml.r6gd.12xlarge"|"ml.r6gd.16xlarge"|"ml.p4de.24xlarge"|"ml.trn1.2xlarge"|"ml.trn1.32xlarge"|"ml.trn1n.32xlarge"|"ml.trn2.48xlarge"|"ml.inf2.xlarge"|"ml.inf2.8xlarge"|"ml.inf2.24xlarge"|"ml.inf2.48xlarge"|"ml.p5.48xlarge"|"ml.p5e.48xlarge"|"ml.p5en.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.c8g.medium"|"ml.c8g.large"|"ml.c8g.xlarge"|"ml.c8g.2xlarge"|"ml.c8g.4xlarge"|"ml.c8g.8xlarge"|"ml.c8g.12xlarge"|"ml.c8g.16xlarge"|"ml.c8g.24xlarge"|"ml.c8g.48xlarge"|"ml.r7gd.medium"|"ml.r7gd.large"|"ml.r7gd.xlarge"|"ml.r7gd.2xlarge"|"ml.r7gd.4xlarge"|"ml.r7gd.8xlarge"|"ml.r7gd.12xlarge"|"ml.r7gd.16xlarge"|"ml.m8g.medium"|"ml.m8g.large"|"ml.m8g.xlarge"|"ml.m8g.2xlarge"|"ml.m8g.4xlarge"|"ml.m8g.8xlarge"|"ml.m8g.12xlarge"|"ml.m8g.16xlarge"|"ml.m8g.24xlarge"|"ml.m8g.48xlarge"|"ml.c6in.large"|"ml.c6in.xlarge"|"ml.c6in.2xlarge"|"ml.c6in.4xlarge"|"ml.c6in.8xlarge"|"ml.c6in.12xlarge"|"ml.c6in.16xlarge"|"ml.c6in.24xlarge"|"ml.c6in.32xlarge"|"ml.p6-b200.48xlarge"|"ml.p6-b300.48xlarge"|"ml.p6e-gb200.36xlarge"|"ml.p5.4xlarge",
          InstanceCount = 123
        )
      ),
      Status = "Creating"|"Updating"|"InService"|"Deleting"|"Deleted"
    )
  ),
  DataStorageConfig = list(
    Destination = "string",
    KmsKey = "string",
    ContentType = list(
      CsvContentTypes = list(
        "string"
      ),
      JsonContentTypes = list(
        "string"
      )
    )
  ),
  ShadowModeConfig = list(
    SourceModelVariantName = "string",
    ShadowModelVariants = list(
      list(
        ShadowModelVariantName = "string",
        SamplingPercentage = 123
      )
    )
  ),
  KmsKey = "string"
)

Request syntax

svc$describe_inference_experiment(
  Name = "string"
)