UpdateTrainingJob
Update a model training job to request a new Debugger profiling configuration or to change warm pool retention length.
Request Syntax
{
"ProfilerConfig": {
"DisableProfiler": boolean
,
"ProfilingIntervalInMilliseconds": number
,
"ProfilingParameters": {
"string
" : "string
"
},
"S3OutputPath": "string
"
},
"ProfilerRuleConfigurations": [
{
"InstanceType": "string
",
"LocalPath": "string
",
"RuleConfigurationName": "string
",
"RuleEvaluatorImage": "string
",
"RuleParameters": {
"string
" : "string
"
},
"S3OutputPath": "string
",
"VolumeSizeInGB": number
}
],
"ResourceConfig": {
"KeepAlivePeriodInSeconds": number
},
"TrainingJobName": "string
"
}
Request Parameters
For information about the parameters that are common to all actions, see Common Parameters.
The request accepts the following data in JSON format.
- ProfilerConfig
-
Configuration information for Amazon SageMaker Debugger system monitoring, framework profiling, and storage paths.
Type: ProfilerConfigForUpdate object
Required: No
- ProfilerRuleConfigurations
-
Configuration information for Amazon SageMaker Debugger rules for profiling system and framework metrics.
Type: Array of ProfilerRuleConfiguration objects
Array Members: Minimum number of 0 items. Maximum number of 20 items.
Required: No
- ResourceConfig
-
The training job
ResourceConfig
to update warm pool retention length.Type: ResourceConfigForUpdate object
Required: No
- TrainingJobName
-
The name of a training job to update the Debugger profiling configuration.
Type: String
Length Constraints: Minimum length of 1. Maximum length of 63.
Pattern:
^[a-zA-Z0-9](-*[a-zA-Z0-9]){0,62}
Required: Yes
Response Syntax
{
"TrainingJobArn": "string"
}
Response Elements
If the action is successful, the service sends back an HTTP 200 response.
The following data is returned in JSON format by the service.
- TrainingJobArn
-
The Amazon Resource Name (ARN) of the training job.
Type: String
Length Constraints: Maximum length of 256.
Pattern:
arn:aws[a-z\-]*:sagemaker:[a-z0-9\-]*:[0-9]{12}:training-job/.*
Errors
For information about the errors that are common to all actions, see Common Errors.
- ResourceNotFound
-
Resource being access is not found.
HTTP Status Code: 400
See Also
For more information about using this API in one of the language-specific AWS SDKs, see the following: