Class: Aws::SageMaker::Types::ProfilerRuleConfiguration
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::ProfilerRuleConfiguration
- Defined in:
- gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb
Overview
When making an API call, you may pass ProfilerRuleConfiguration data as a hash:
{
rule_configuration_name: "RuleConfigurationName", # required
local_path: "DirectoryPath",
s3_output_path: "S3Uri",
rule_evaluator_image: "AlgorithmImage", # required
instance_type: "ml.t3.medium", # accepts 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
volume_size_in_gb: 1,
rule_parameters: {
"ConfigKey" => "ConfigValue",
},
}
Configuration information for profiling rules.
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#instance_type ⇒ String
The instance type to deploy a Debugger custom rule for profiling a training job.
-
#local_path ⇒ String
Path to local storage location for output of rules.
-
#rule_configuration_name ⇒ String
The name of the rule configuration.
-
#rule_evaluator_image ⇒ String
The Amazon Elastic Container (ECR) Image for the managed rule evaluation.
-
#rule_parameters ⇒ Hash<String,String>
Runtime configuration for rule container.
-
#s3_output_path ⇒ String
Path to Amazon S3 storage location for rules.
-
#volume_size_in_gb ⇒ Integer
The size, in GB, of the ML storage volume attached to the processing instance.
Instance Attribute Details
#instance_type ⇒ String
The instance type to deploy a Debugger custom rule for profiling a training job.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 33229 class ProfilerRuleConfiguration < Struct.new( :rule_configuration_name, :local_path, :s3_output_path, :rule_evaluator_image, :instance_type, :volume_size_in_gb, :rule_parameters) SENSITIVE = [] include Aws::Structure end |
#local_path ⇒ String
Path to local storage location for output of rules. Defaults to
/opt/ml/processing/output/rule/
.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 33229 class ProfilerRuleConfiguration < Struct.new( :rule_configuration_name, :local_path, :s3_output_path, :rule_evaluator_image, :instance_type, :volume_size_in_gb, :rule_parameters) SENSITIVE = [] include Aws::Structure end |
#rule_configuration_name ⇒ String
The name of the rule configuration. It must be unique relative to other rule configuration names.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 33229 class ProfilerRuleConfiguration < Struct.new( :rule_configuration_name, :local_path, :s3_output_path, :rule_evaluator_image, :instance_type, :volume_size_in_gb, :rule_parameters) SENSITIVE = [] include Aws::Structure end |
#rule_evaluator_image ⇒ String
The Amazon Elastic Container (ECR) Image for the managed rule evaluation.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 33229 class ProfilerRuleConfiguration < Struct.new( :rule_configuration_name, :local_path, :s3_output_path, :rule_evaluator_image, :instance_type, :volume_size_in_gb, :rule_parameters) SENSITIVE = [] include Aws::Structure end |
#rule_parameters ⇒ Hash<String,String>
Runtime configuration for rule container.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 33229 class ProfilerRuleConfiguration < Struct.new( :rule_configuration_name, :local_path, :s3_output_path, :rule_evaluator_image, :instance_type, :volume_size_in_gb, :rule_parameters) SENSITIVE = [] include Aws::Structure end |
#s3_output_path ⇒ String
Path to Amazon S3 storage location for rules.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 33229 class ProfilerRuleConfiguration < Struct.new( :rule_configuration_name, :local_path, :s3_output_path, :rule_evaluator_image, :instance_type, :volume_size_in_gb, :rule_parameters) SENSITIVE = [] include Aws::Structure end |
#volume_size_in_gb ⇒ Integer
The size, in GB, of the ML storage volume attached to the processing instance.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 33229 class ProfilerRuleConfiguration < Struct.new( :rule_configuration_name, :local_path, :s3_output_path, :rule_evaluator_image, :instance_type, :volume_size_in_gb, :rule_parameters) SENSITIVE = [] include Aws::Structure end |