ProfilerConfig - Amazon SageMaker (original) (raw)

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

DisableProfiler

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

Type: Boolean

Required: No

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.

Type: Long

Required: No

ProfilingParameters

Configuration information for capturing framework metrics. Available key strings for different profiling options areDetailedProfilingConfig, 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.

Type: String to string map

Map Entries: Minimum number of 0 items. Maximum number of 20 items.

Key Length Constraints: Minimum length of 1. Maximum length of 256.

Key Pattern: .*

Value Length Constraints: Minimum length of 0. Maximum length of 256.

Value Pattern: .*

Required: No

S3OutputPath

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

Type: String

Length Constraints: Minimum length of 0. Maximum length of 1024.

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

Required: No

ProfilerConfig - Amazon SageMaker (original) (raw)

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