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

Inherits:

Struct

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

Includes:

Aws::Structure

Defined in:

lib/aws-sdk-sagemaker/types.rb

Overview

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

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #disable_profiler ⇒ Boolean

  Configuration to turn off Amazon SageMaker Debugger’s system monitoring and profiling functionality.

• #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

Configuration to turn off Amazon SageMaker Debugger’s system monitoring and profiling functionality. To turn it off, set to ‘True`.

Returns:

• (Boolean)

# File 'lib/aws-sdk-sagemaker/types.rb', line 37800

class ProfilerConfig < 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:

• (Integer)

# File 'lib/aws-sdk-sagemaker/types.rb', line 37800

class ProfilerConfig < 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:

• (Hash<String,String>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 37800

class ProfilerConfig < 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:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 37800

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