MaxInitializationTime: Debugger MaxInitializationTime class

In DyfanJones/sagemaker-r-debugger: R6sagemaker debugger for sagemaker operations

Description

This rule helps to detect if the training intialization is taking too much time. The rule waits until first step is available.

Super class

sagemaker.debugger::ProfilerRuleBase -> MaxInitializationTime

Methods

Public methods

• MaxInitializationTime$new()

• MaxInitializationTime$clone()

Inherited methods

• sagemaker.debugger::ProfilerRuleBase$format()

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Method new()

Initialize MaxInitializationTime class

Usage

MaxInitializationTime$new(threshold = 20, scan_interval_us = 60 * 1000 * 1000)

Arguments

threshold

: defines the threshold in minutes to wait for first step to become available. Default is 20 minutes.

scan_interval_us

: interval with which timeline files are scanned. Default is 60000000 us.

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Method clone()

The objects of this class are cloneable with this method.

Usage

MaxInitializationTime$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.

DyfanJones/sagemaker-r-debugger documentation built on Jan. 20, 2022, 5:49 p.m.