sagemaker/aws.sdk.kotlin.services.sagemaker.model/ProfilerConfig

ProfilerConfig

class ProfilerConfig

Configuration information for Amazon SageMaker Debugger system monitoring, framework profiling, and storage paths.

Types

Builder

class Builder

Companion

object Companion

Properties

disableProfiler

val disableProfiler: Boolean?

Configuration to turn off Amazon SageMaker Debugger's system monitoring and profiling functionality. To turn it off, set to True.

profilingIntervalInMilliseconds

val profilingIntervalInMilliseconds: Long?

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.

profilingParameters

val profilingParameters: Map<String, String>?

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.

s3OutputPath

val s3OutputPath: String?

Path to Amazon S3 storage location for system and framework metrics.

Functions

copy

inline fun copy(block: ProfilerConfig.Builder.() -> Unit = {}): ProfilerConfig

equals

open operator override fun equals(other: Any?): Boolean

hashCode

open override fun hashCode(): Int

toString

open override fun toString(): String