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 54784

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 54784

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 54784

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 54784

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 54784

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