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.
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#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`.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 33446 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 33446 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
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# File 'lib/aws-sdk-sagemaker/types.rb', line 33446 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 33446 class ProfilerConfig < Struct.new( :s3_output_path, :profiling_interval_in_milliseconds, :profiling_parameters, :disable_profiler) SENSITIVE = [] include Aws::Structure end |