Class: Aws::SageMaker::Types::ProfilerConfig

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 ProfilerConfig data as a hash:

{
  s3_output_path: "S3Uri", # required
  profiling_interval_in_milliseconds: 1,
  profiling_parameters: {
    "ConfigKey" => "ConfigValue",
  },
}

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

Constant Summary collapse

SENSITIVE =
[]

Instance Attribute Summary collapse

Instance Attribute Details

#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 29148

class ProfilerConfig < Struct.new(
  :s3_output_path,
  :profiling_interval_in_milliseconds,
  :profiling_parameters)
  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 29148

class ProfilerConfig < Struct.new(
  :s3_output_path,
  :profiling_interval_in_milliseconds,
  :profiling_parameters)
  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 29148

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