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AWS::SageMaker::TrainingJob ProfilerConfig - AWS CloudFormation
SyntaxProperties

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AWS::SageMaker::TrainingJob ProfilerConfig

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

Syntax

To declare this entity in your CloudFormation template, use the following syntax:

JSON

{
  "DisableProfiler" : Boolean,
  "ProfilingIntervalInMilliseconds" : Integer,
  "ProfilingParameters" : {Key: Value, ...},
  "S3OutputPath" : String
}

Properties

DisableProfiler

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

Required: No

Type: Boolean

Update requires: Replacement

ProfilingIntervalInMilliseconds

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.

Required: No

Type: Integer

Update requires: Replacement

ProfilingParameters

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.

Required: No

Type: Object of String

Pattern: .*

Maximum: 256

Update requires: Replacement

S3OutputPath

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

Required: No

Type: String

Pattern: ^(https|s3)://([^/]+)/?(.*)$

Maximum: 1024

Update requires: Replacement