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

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::ProfilerConfigForUpdate

Includes:

Aws::Structure

Defined in:

lib/aws-sdk-sagemaker/types.rb

Overview

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

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #disable_profiler ⇒ Boolean

  To turn off Amazon SageMaker Debugger monitoring and profiling while a training job is in progress, set to True.

• #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

#disable_profiler ⇒ Boolean

To turn off Amazon SageMaker Debugger monitoring and profiling while a training job is in progress, set to True.

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 31735

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

#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:

# File 'lib/aws-sdk-sagemaker/types.rb', line 31735

class ProfilerConfigForUpdate < Struct.new(
  :s3_output_path,
  :profiling_interval_in_milliseconds,
  :profiling_parameters,
  :disable_profiler)
  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].

[1]: docs.aws.amazon.com/sagemaker/latest/dg/debugger-createtrainingjob-api.html

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 31735

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

#s3_output_path ⇒ String

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

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 31735

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