class Aws::SageMaker::Types::ProfilerConfig
Configuration information for Debugger system monitoring, framework profiling, and storage paths.
@note When making an API call, you may pass ProfilerConfig
data as a hash: { s3_output_path: "S3Uri", # required profiling_interval_in_milliseconds: 1, profiling_parameters: { "ConfigKey" => "ConfigValue", }, }
@!attribute [rw] s3_output_path
Path to Amazon S3 storage location for system and framework metrics. @return [String]
@!attribute [rw] profiling_interval_in_milliseconds
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. @return [Integer]
@!attribute [rw] profiling_parameters
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]. [1]: https://docs.aws.amazon.com/sagemaker/latest/dg/debugger-createtrainingjob-api.html @return [Hash<String,String>]
@see docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ProfilerConfig AWS API Documentation
Constants
- SENSITIVE