sagemaker.core.debugger.profiler_config

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sagemaker.core.debugger.profiler_config#

Configuration for collecting system and framework metrics in SageMaker training jobs.

Classes

ProfilerConfig([s3_output_path, ...])

Configuration for collecting system and framework metrics of SageMaker training jobs.
class sagemaker.core.debugger.profiler_config.ProfilerConfig(s3_output_path: str | PipelineVariable | None = None, system_monitor_interval_millis: int | PipelineVariable | None = None, framework_profile_params: FrameworkProfile | None = None, profile_params: Profiler | None = None, disable_profiler: str | PipelineVariable | None = False)[source]#

Bases: object

Configuration for collecting system and framework metrics of SageMaker training jobs.

SageMaker Debugger collects system and framework profiling information of training jobs and identify performance bottlenecks.

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