OverallSystemUsage: Debugger OverallSystemUsage class

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

Description

This rule measures overall system usage per worker node. The rule currently only aggregates values per node and computes their percentiles. The rule does currently not take any threshold parameters into account nor can it trigger. The reason behind that is that other rules already cover cases such as under utilization and they do it at a more fine-grained level e.g. per GPU. We may change this in the future.

Super class

sagemaker.debugger::ProfilerRuleBase -> OverallSystemUsage

Methods

Public methods

• OverallSystemUsage$new()

• OverallSystemUsage$clone()

Inherited methods

• sagemaker.debugger::ProfilerRuleBase$format()

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Method new()

Initialize OverallSystemUsage class

Usage

OverallSystemUsage$new(scan_interval_us = 60 * 1000 * 1000)

Arguments

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

OverallSystemUsage$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.