Class: Aws::CleanRoomsML::Types::ModelTrainingDataChannel

Inherits:

Struct

• Object
• Struct
• Aws::CleanRoomsML::Types::ModelTrainingDataChannel

Includes:

Structure

Defined in:

lib/aws-sdk-cleanroomsml/types.rb

Overview

Information about the model training data channel. A training data channel is a named data source that the training algorithms can consume.

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #channel_name ⇒ String

  The name of the training data channel.

• #ml_input_channel_arn ⇒ String

  The Amazon Resource Name (ARN) of the ML input channel for this model training data channel.

• #s3_data_distribution_type ⇒ String

  Specifies how the training data stored in Amazon S3 should be distributed to training instances.

Instance Attribute Details

#channel_name ⇒ String

The name of the training data channel.

Returns:

• (String)

# File 'lib/aws-sdk-cleanroomsml/types.rb', line 4641

class ModelTrainingDataChannel < Struct.new(
  :ml_input_channel_arn,
  :channel_name,
  :s3_data_distribution_type)
  SENSITIVE = []
  include Aws::Structure
end

#ml_input_channel_arn ⇒ String

The Amazon Resource Name (ARN) of the ML input channel for this model training data channel.

Returns:

• (String)

# File 'lib/aws-sdk-cleanroomsml/types.rb', line 4641

class ModelTrainingDataChannel < Struct.new(
  :ml_input_channel_arn,
  :channel_name,
  :s3_data_distribution_type)
  SENSITIVE = []
  include Aws::Structure
end

#s3_data_distribution_type ⇒ String

Specifies how the training data stored in Amazon S3 should be distributed to training instances. This parameter controls the data distribution strategy for the training job:

• ‘FullyReplicated` - The entire dataset is replicated on each training instance. This is suitable for smaller datasets and algorithms that require access to the complete dataset.

• ‘ShardedByS3Key` - The dataset is distributed across training instances based on Amazon S3 key names. This is suitable for larger datasets and distributed training scenarios where each instance processes a subset of the data.

Returns:

• (String)

# File 'lib/aws-sdk-cleanroomsml/types.rb', line 4641

class ModelTrainingDataChannel < Struct.new(
  :ml_input_channel_arn,
  :channel_name,
  :s3_data_distribution_type)
  SENSITIVE = []
  include Aws::Structure
end