Class: Aws::SageMakerTrainingSessionRuntime::Types::ForwardConfig

Inherits:
Struct
  • Object
show all
Defined in:
gems/aws-sdk-sagemakertrainingsessionruntime/lib/aws-sdk-sagemakertrainingsessionruntime/types.rb

Overview

The configuration for a forward-only pass through the model. This computes loss values without computing gradients.

See Also:

Constant Summary collapse

SENSITIVE = 
[:datum_list]

Instance Attribute Summary collapse

Instance Attribute Details

#datum_list ⇒ Array<Types::Datum>

The list of input data to feed through the model. Must contain at least one datum, and each datum must have a non-empty modelInput with at least one chunk.

Returns:



324
325
326
327
328
329
330
 
# File 'gems/aws-sdk-sagemakertrainingsessionruntime/lib/aws-sdk-sagemakertrainingsessionruntime/types.rb', line 324

class ForwardConfig < Struct.new(
  :loss_fn_name,
  :datum_list,
  :loss_fn_config)
  SENSITIVE = [:datum_list]
  include Aws::Structure
end

#loss_fn_config ⇒ Hash, ...

Additional loss function configuration passed to the engine. Supported keys are clip_low_threshold (valid range: 0 to 1) and clip_high_threshold (valid range: 1 to 10). Unsupported keys are rejected.

Returns:

  • (Hash, Array, String, Numeric, Boolean) 


324
325
326
327
328
329
330
 
# File 'gems/aws-sdk-sagemakertrainingsessionruntime/lib/aws-sdk-sagemakertrainingsessionruntime/types.rb', line 324

class ForwardConfig < Struct.new(
  :loss_fn_name,
  :datum_list,
  :loss_fn_config)
  SENSITIVE = [:datum_list]
  include Aws::Structure
end

#loss_fn_name ⇒ String

The name of the loss function to evaluate during the forward pass.

Returns:

  • (String) 


324
325
326
327
328
329
330
 
# File 'gems/aws-sdk-sagemakertrainingsessionruntime/lib/aws-sdk-sagemakertrainingsessionruntime/types.rb', line 324

class ForwardConfig < Struct.new(
  :loss_fn_name,
  :datum_list,
  :loss_fn_config)
  SENSITIVE = [:datum_list]
  include Aws::Structure
end