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

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::ProfilerConfig

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.

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #profiling_interval_in_milliseconds ⇒ Integer

  A time interval for capturing system metrics in milliseconds.

• #profiling_parameters ⇒ Hash<String,String>

  Configuration information for capturing framework metrics.

• #s3_output_path ⇒ String

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

Instance Attribute Details

#profiling_interval_in_milliseconds ⇒ Integer

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)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 28617

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

#profiling_parameters ⇒ Hash<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>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 28617

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

#s3_output_path ⇒ String

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

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 28617

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