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