ProfilerConfig ¶

class ProfilerConfig(TypedDict, closed=True):
    s3_output_path: NotRequired["capo_sagemaker.types.s3_uri.S3Uri"]
    """<p>Path to Amazon S3 storage location for system and framework metrics.</p>"""
    profiling_interval_in_milliseconds: NotRequired[
        "capo_sagemaker.types.profiling_interval_in_milliseconds.ProfilingIntervalInMilliseconds"
    ]
    """<p>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.</p>"""
    profiling_parameters: NotRequired[
        "capo_sagemaker.types.profiling_parameters.ProfilingParameters"
    ]
    """<p>Configuration information for capturing framework metrics. Available key strings for different profiling options are <code>DetailedProfilingConfig</code>, <code>PythonProfilingConfig</code>, and <code>DataLoaderProfilingConfig</code>. The following codes are configuration structures for the <code>ProfilingParameters</code> parameter. To learn more about how to configure the <code>ProfilingParameters</code> parameter, see <a href="https://docs.aws.amazon.com/sagemaker/latest/dg/debugger-createtrainingjob-api.html">Use the SageMaker and Debugger Configuration API Operations to Create, Update, and Debug Your Training Job</a>. </p>"""
    disable_profiler: NotRequired[
        "capo_sagemaker.types.disable_profiler.DisableProfiler"
    ]
    """<p>Configuration to turn off Amazon SageMaker Debugger's system monitoring and profiling functionality. To turn it off, set to <code>True</code>.</p>"""