Class: Aws::Personalize::Types::CreateSolutionVersionRequest
- Inherits:
-
Struct
- Object
- Struct
- Aws::Personalize::Types::CreateSolutionVersionRequest
- Defined in:
- gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb
Overview
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#name ⇒ String
The name of the solution version.
-
#solution_arn ⇒ String
The Amazon Resource Name (ARN) of the solution containing the training configuration information.
-
#tags ⇒ Array<Types::Tag>
A list of [tags][1] to apply to the solution version.
-
#training_mode ⇒ String
The scope of training to be performed when creating the solution version.
Instance Attribute Details
#name ⇒ String
The name of the solution version.
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# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 1759 class CreateSolutionVersionRequest < Struct.new( :name, :solution_arn, :training_mode, :tags) SENSITIVE = [] include Aws::Structure end |
#solution_arn ⇒ String
The Amazon Resource Name (ARN) of the solution containing the training configuration information.
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# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 1759 class CreateSolutionVersionRequest < Struct.new( :name, :solution_arn, :training_mode, :tags) SENSITIVE = [] include Aws::Structure end |
#tags ⇒ Array<Types::Tag>
A list of tags to apply to the solution version.
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# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 1759 class CreateSolutionVersionRequest < Struct.new( :name, :solution_arn, :training_mode, :tags) SENSITIVE = [] include Aws::Structure end |
#training_mode ⇒ String
The scope of training to be performed when creating the solution
version. The default is FULL
. This creates a completely new model
based on the entirety of the training data from the datasets in your
dataset group.
If you use User-Personalization, you can specify a training
mode of UPDATE
. This updates the model to consider new items for
recommendations. It is not a full retraining. You should still
complete a full retraining weekly. If you specify UPDATE
, Amazon
Personalize will stop automatic updates for the solution version. To
resume updates, create a new solution with training mode set to
FULL
and deploy it in a campaign. For more information about
automatic updates, see Automatic updates.
The UPDATE
option can only be used when you already have an active
solution version created from the input solution using the FULL
option and the input solution was trained with the
User-Personalization recipe or the legacy HRNN-Coldstart
recipe.
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# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 1759 class CreateSolutionVersionRequest < Struct.new( :name, :solution_arn, :training_mode, :tags) SENSITIVE = [] include Aws::Structure end |