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.
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#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`.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 33755 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 33755 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
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# File 'lib/aws-sdk-sagemaker/types.rb', line 33755 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 33755 class ProfilerConfigForUpdate < Struct.new( :s3_output_path, :profiling_interval_in_milliseconds, :profiling_parameters, :disable_profiler) SENSITIVE = [] include Aws::Structure end |