Configuration information for Amazon SageMaker Debugger system monitoring, framework profiling, and storage paths.
Contents
- 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 are
DetailedProfilingConfig,PythonProfilingConfig, andDataLoaderProfilingConfig. The following codes are configuration structures for theProfilingParametersparameter. To learn more about how to configure theProfilingParametersparameter, 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: Maximum length of 256.
Value Pattern:
.*Required: No
- S3OutputPath
-
Path to Amazon S3 storage location for system and framework metrics.
Type: String
Length Constraints: Maximum length of 1024.
Pattern:
^(https|s3)://([^/]+)/?(.*)$Required: No
See Also
For more information about using this API in one of the language-specific AWS SDKs, see the following:
