DebugRuleConfiguration
Configuration information for SageMaker Debugger rules for debugging. To learn more about
how to configure the DebugRuleConfiguration parameter,
see Use the SageMaker and Debugger Configuration API Operations to Create, Update, and Debug Your Training Job.
Contents
- RuleConfigurationName
-
The name of the rule configuration. It must be unique relative to other rule configuration names.
Type: String
Length Constraints: Minimum length of 1. Maximum length of 256.
Pattern:
.*Required: Yes
- RuleEvaluatorImage
-
The Amazon Elastic Container (ECR) Image for the managed rule evaluation.
Type: String
Length Constraints: Maximum length of 255.
Pattern:
.*Required: Yes
- InstanceType
-
The instance type to deploy a custom rule for debugging a training job.
Type: String
Valid Values:
ml.t3.medium | ml.t3.large | ml.t3.xlarge | ml.t3.2xlarge | ml.m4.xlarge | ml.m4.2xlarge | ml.m4.4xlarge | ml.m4.10xlarge | ml.m4.16xlarge | ml.c4.xlarge | ml.c4.2xlarge | ml.c4.4xlarge | ml.c4.8xlarge | ml.p2.xlarge | ml.p2.8xlarge | ml.p2.16xlarge | ml.p3.2xlarge | ml.p3.8xlarge | ml.p3.16xlarge | ml.c5.xlarge | ml.c5.2xlarge | ml.c5.4xlarge | ml.c5.9xlarge | ml.c5.18xlarge | ml.m5.large | ml.m5.xlarge | ml.m5.2xlarge | ml.m5.4xlarge | ml.m5.12xlarge | ml.m5.24xlarge | ml.r5.large | ml.r5.xlarge | ml.r5.2xlarge | ml.r5.4xlarge | ml.r5.8xlarge | ml.r5.12xlarge | ml.r5.16xlarge | ml.r5.24xlarge | ml.g4dn.xlarge | ml.g4dn.2xlarge | ml.g4dn.4xlarge | ml.g4dn.8xlarge | ml.g4dn.12xlarge | ml.g4dn.16xlarge | ml.g5.xlarge | ml.g5.2xlarge | ml.g5.4xlarge | ml.g5.8xlarge | ml.g5.16xlarge | ml.g5.12xlarge | ml.g5.24xlarge | ml.g5.48xlarge | ml.r5d.large | ml.r5d.xlarge | ml.r5d.2xlarge | ml.r5d.4xlarge | ml.r5d.8xlarge | ml.r5d.12xlarge | ml.r5d.16xlarge | ml.r5d.24xlargeRequired: No
- LocalPath
-
Path to local storage location for output of rules. Defaults to
/opt/ml/processing/output/rule/.Type: String
Length Constraints: Maximum length of 4096.
Pattern:
.*Required: No
- RuleParameters
-
Runtime configuration for rule container.
Type: String to string map
Map Entries: Minimum number of 0 items. Maximum number of 100 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 rules.
Type: String
Length Constraints: Maximum length of 1024.
Pattern:
^(https|s3)://([^/]+)/?(.*)$Required: No
- VolumeSizeInGB
-
The size, in GB, of the ML storage volume attached to the processing instance.
Type: Integer
Valid Range: Minimum value of 0.
Required: No
See Also
For more information about using this API in one of the language-specific AWS SDKs, see the following:
