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sagemaker_update_training_job

Update a model training job to request a new Debugger profiling configuration


Description

Update a model training job to request a new Debugger profiling configuration.

Usage

sagemaker_update_training_job(TrainingJobName, ProfilerConfig,
  ProfilerRuleConfigurations)

Arguments

TrainingJobName

[required] The name of a training job to update the Debugger profiling configuration.

ProfilerConfig

Configuration information for Debugger system monitoring, framework profiling, and storage paths.

ProfilerRuleConfigurations

Configuration information for Debugger rules for profiling system and framework metrics.

Value

A list with the following syntax:

list(
  TrainingJobArn = "string"
)

Request syntax

svc$update_training_job(
  TrainingJobName = "string",
  ProfilerConfig = list(
    S3OutputPath = "string",
    ProfilingIntervalInMilliseconds = 123,
    ProfilingParameters = list(
      "string"
    ),
    DisableProfiler = TRUE|FALSE
  ),
  ProfilerRuleConfigurations = list(
    list(
      RuleConfigurationName = "string",
      LocalPath = "string",
      S3OutputPath = "string",
      RuleEvaluatorImage = "string",
      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",
      VolumeSizeInGB = 123,
      RuleParameters = list(
        "string"
      )
    )
  )
)

paws.machine.learning

Amazon Web Services Machine Learning Services

v0.1.11
Apache License (>= 2.0)
Authors
David Kretch [aut, cre], Adam Banker [aut], Amazon.com, Inc. [cph]
Initial release

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