Class: Aws::SageMaker::Types::UpdateTrainingJobRequest

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::UpdateTrainingJobRequest

Includes:

Aws::Structure

Defined in:

lib/aws-sdk-sagemaker/types.rb

Overview

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #profiler_config ⇒ Types::ProfilerConfigForUpdate

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

• #profiler_rule_configurations ⇒ Array<Types::ProfilerRuleConfiguration>

  Configuration information for Amazon SageMaker Debugger rules for profiling system and framework metrics.

• #remote_debug_config ⇒ Types::RemoteDebugConfigForUpdate

  Configuration for remote debugging while the training job is running.

• #resource_config ⇒ Types::ResourceConfigForUpdate

  The training job ‘ResourceConfig` to update warm pool retention length.

• #training_job_name ⇒ String

  The name of a training job to update the Debugger profiling configuration.

Instance Attribute Details

#profiler_config ⇒ Types::ProfilerConfigForUpdate

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

Returns:

• (Types::ProfilerConfigForUpdate)

# File 'lib/aws-sdk-sagemaker/types.rb', line 44368

class UpdateTrainingJobRequest < Struct.new(
  :training_job_name,
  :profiler_config,
  :profiler_rule_configurations,
  :resource_config,
  :remote_debug_config)
  SENSITIVE = []
  include Aws::Structure
end

#profiler_rule_configurations ⇒ Array<Types::ProfilerRuleConfiguration>

Configuration information for Amazon SageMaker Debugger rules for profiling system and framework metrics.

Returns:

• (Array<Types::ProfilerRuleConfiguration>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 44368

class UpdateTrainingJobRequest < Struct.new(
  :training_job_name,
  :profiler_config,
  :profiler_rule_configurations,
  :resource_config,
  :remote_debug_config)
  SENSITIVE = []
  include Aws::Structure
end

#remote_debug_config ⇒ Types::RemoteDebugConfigForUpdate

Configuration for remote debugging while the training job is running. You can update the remote debugging configuration when the ‘SecondaryStatus` of the job is `Downloading` or `Training`.To learn more about the remote debugging functionality of SageMaker, see [Access a training container through Amazon Web Services Systems Manager (SSM) for remote debugging].

[1]: docs.aws.amazon.com/sagemaker/latest/dg/train-remote-debugging.html

Returns:

• (Types::RemoteDebugConfigForUpdate)

# File 'lib/aws-sdk-sagemaker/types.rb', line 44368

class UpdateTrainingJobRequest < Struct.new(
  :training_job_name,
  :profiler_config,
  :profiler_rule_configurations,
  :resource_config,
  :remote_debug_config)
  SENSITIVE = []
  include Aws::Structure
end

#resource_config ⇒ Types::ResourceConfigForUpdate

The training job ‘ResourceConfig` to update warm pool retention length.

Returns:

• (Types::ResourceConfigForUpdate)

# File 'lib/aws-sdk-sagemaker/types.rb', line 44368

class UpdateTrainingJobRequest < Struct.new(
  :training_job_name,
  :profiler_config,
  :profiler_rule_configurations,
  :resource_config,
  :remote_debug_config)
  SENSITIVE = []
  include Aws::Structure
end

#training_job_name ⇒ String

The name of a training job to update the Debugger profiling configuration.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 44368

class UpdateTrainingJobRequest < Struct.new(
  :training_job_name,
  :profiler_config,
  :profiler_rule_configurations,
  :resource_config,
  :remote_debug_config)
  SENSITIVE = []
  include Aws::Structure
end