Class: Aws::CleanRoomsML::Types::IncrementalTrainingDataChannel
- Inherits:
-
Struct
- Object
- Struct
- Aws::CleanRoomsML::Types::IncrementalTrainingDataChannel
- Defined in:
- gems/aws-sdk-cleanroomsml/lib/aws-sdk-cleanroomsml/types.rb
Overview
Defines an incremental training data channel that references a previously trained model. Incremental training allows you to update an existing trained model with new data, building upon the knowledge from a base model rather than training from scratch. This can significantly reduce training time and computational costs while improving model performance with additional data.
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#channel_name ⇒ String
The name of the incremental training data channel.
-
#trained_model_arn ⇒ String
The Amazon Resource Name (ARN) of the base trained model to use for incremental training.
-
#version_identifier ⇒ String
The version identifier of the base trained model to use for incremental training.
Instance Attribute Details
#channel_name ⇒ String
The name of the incremental training data channel. This name is used to identify the channel during the training process and must be unique within the training job.
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# File 'gems/aws-sdk-cleanroomsml/lib/aws-sdk-cleanroomsml/types.rb', line 3595 class IncrementalTrainingDataChannel < Struct.new( :trained_model_arn, :version_identifier, :channel_name) SENSITIVE = [] include Aws::Structure end |
#trained_model_arn ⇒ String
The Amazon Resource Name (ARN) of the base trained model to use for incremental training. This model serves as the starting point for the incremental training process.
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# File 'gems/aws-sdk-cleanroomsml/lib/aws-sdk-cleanroomsml/types.rb', line 3595 class IncrementalTrainingDataChannel < Struct.new( :trained_model_arn, :version_identifier, :channel_name) SENSITIVE = [] include Aws::Structure end |
#version_identifier ⇒ String
The version identifier of the base trained model to use for incremental training. If not specified, the latest version of the trained model is used.
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# File 'gems/aws-sdk-cleanroomsml/lib/aws-sdk-cleanroomsml/types.rb', line 3595 class IncrementalTrainingDataChannel < Struct.new( :trained_model_arn, :version_identifier, :channel_name) SENSITIVE = [] include Aws::Structure end |