ProfilerConfig
import type { ProfilerConfig } from "https://aws-api.deno.dev/v0.4/services/sagemaker.ts?docs=full";
Configuration information for Amazon SageMaker Debugger system monitoring, framework profiling, and storage paths.
§Properties
Configuration to turn off Amazon SageMaker Debugger's system monitoring and profiling functionality.
To turn it off, set to True
.
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.
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.