Class: Aws::SageMaker::Types::ProfilerConfigForUpdate

Inherits:
Struct
  • Object
show all
Defined in:
gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

Note:

When making an API call, you may pass ProfilerConfigForUpdate data as a hash:

{
  s3_output_path: "S3Uri",
  profiling_interval_in_milliseconds: 1,
  profiling_parameters: {
    "ConfigKey" => "ConfigValue",
  },
  disable_profiler: false,
}

Configuration information for updating the Debugger profile parameters, system and framework metrics configurations, and storage paths.

Constant Summary collapse

SENSITIVE =
[]

Instance Attribute Summary collapse

Instance Attribute Details

#disable_profilerBoolean

To disable Debugger monitoring and profiling, set to True.

Returns:

  • (Boolean)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 29204

class ProfilerConfigForUpdate < Struct.new(
  :s3_output_path,
  :profiling_interval_in_milliseconds,
  :profiling_parameters,
  :disable_profiler)
  SENSITIVE = []
  include Aws::Structure
end

#profiling_interval_in_millisecondsInteger

A time interval for capturing system metrics in milliseconds. Available values are 100, 200, 500, 1000 (1 second), 5000 (5 seconds), and 60000 (1 minute) milliseconds. The default value is 500 milliseconds.

Returns:

  • (Integer)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 29204

class ProfilerConfigForUpdate < Struct.new(
  :s3_output_path,
  :profiling_interval_in_milliseconds,
  :profiling_parameters,
  :disable_profiler)
  SENSITIVE = []
  include Aws::Structure
end

#profiling_parametersHash<String,String>

Configuration information for capturing framework metrics. Available key strings for different profiling options are DetailedProfilingConfig, PythonProfilingConfig, and DataLoaderProfilingConfig. The following codes are configuration structures for the ProfilingParameters parameter. To learn more about how to configure the ProfilingParameters parameter, see Use the SageMaker and Debugger Configuration API Operations to Create, Update, and Debug Your Training Job.

Returns:

  • (Hash<String,String>)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 29204

class ProfilerConfigForUpdate < Struct.new(
  :s3_output_path,
  :profiling_interval_in_milliseconds,
  :profiling_parameters,
  :disable_profiler)
  SENSITIVE = []
  include Aws::Structure
end

#s3_output_pathString

Path to Amazon S3 storage location for system and framework metrics.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 29204

class ProfilerConfigForUpdate < Struct.new(
  :s3_output_path,
  :profiling_interval_in_milliseconds,
  :profiling_parameters,
  :disable_profiler)
  SENSITIVE = []
  include Aws::Structure
end