LongShortTermMemoryLayerForwardPropagation Struct Reference

Inheritance diagram for LongShortTermMemoryLayerForwardPropagation:

Public Member Functions
	LongShortTermMemoryLayerForwardPropagation (const Index &new_batch_samples_number, Layer *new_layer_pointer)
void	set (const Index &new_batch_samples_number, Layer *new_layer_pointer)
void	print () const
Public Member Functions inherited from LayerForwardPropagation
	LayerForwardPropagation ()
	Default constructor. More...

Public Attributes
Tensor< type, 2 >	combinations
Tensor< type, 2 >	activations
Tensor< type, 1 >	previous_hidden_state_activations
Tensor< type, 1 >	previous_cell_state_activations
Tensor< type, 1 >	current_inputs
Tensor< type, 1 >	current_forget_combinations
Tensor< type, 1 >	current_input_combinations
Tensor< type, 1 >	current_state_combinations
Tensor< type, 1 >	current_output_combinations
Tensor< type, 1 >	current_forget_activations
Tensor< type, 1 >	current_input_activations
Tensor< type, 1 >	current_state_activations
Tensor< type, 1 >	current_output_activations
Tensor< type, 1 >	current_forget_activations_derivatives
Tensor< type, 1 >	current_input_activations_derivatives
Tensor< type, 1 >	current_state_activations_derivatives
Tensor< type, 1 >	current_output_activations_derivatives
Tensor< type, 1 >	current_hidden_states_derivatives
Tensor< type, 1 >	current_cell_state_activations
Tensor< type, 2, RowMajor >	forget_activations
Tensor< type, 2, RowMajor >	input_activations
Tensor< type, 2, RowMajor >	state_activations
Tensor< type, 2, RowMajor >	output_activations
Tensor< type, 2, RowMajor >	cell_states_activations
Tensor< type, 2, RowMajor >	hidden_states_activations
Tensor< type, 2, RowMajor >	forget_activations_derivatives
Tensor< type, 2, RowMajor >	input_activations_derivatives
Tensor< type, 2, RowMajor >	state_activations_derivatives
Tensor< type, 2, RowMajor >	output_activations_derivatives
Tensor< type, 2, RowMajor >	cell_states_activations_derivatives
Tensor< type, 2, RowMajor >	hidden_states_activations_derivatives
Public Attributes inherited from LayerForwardPropagation
Index	batch_samples_number = 0
Layer *	layer_pointer = nullptr

Detailed Description

Definition at line 338 of file long_short_term_memory_layer.h.

Constructor & Destructor Documentation

LongShortTermMemoryLayerForwardPropagation() [1/2]

LongShortTermMemoryLayerForwardPropagation ( )

inlineexplicit

Definition at line 340 of file long_short_term_memory_layer.h.

LongShortTermMemoryLayerForwardPropagation() [2/2]

LongShortTermMemoryLayerForwardPropagation ( const Index &  new_batch_samples_number, Layer *  new_layer_pointer  )

inlineexplicit

Definition at line 344 of file long_short_term_memory_layer.h.

Member Function Documentation

print()

void print ( ) const

inlinevirtual

Reimplemented from LayerForwardPropagation.

Definition at line 401 of file long_short_term_memory_layer.h.

set()

void set ( const Index &  new_batch_samples_number, Layer *  new_layer_pointer  )

inlinevirtual

Reimplemented from LayerForwardPropagation.

Definition at line 351 of file long_short_term_memory_layer.h.

Member Data Documentation

activations

Tensor<type, 2> activations

Definition at line 407 of file long_short_term_memory_layer.h.

cell_states_activations

Tensor<type, 2, RowMajor> cell_states_activations

Definition at line 437 of file long_short_term_memory_layer.h.

cell_states_activations_derivatives

Tensor<type, 2, RowMajor> cell_states_activations_derivatives

Definition at line 444 of file long_short_term_memory_layer.h.

combinations

Tensor<type, 2> combinations

Definition at line 406 of file long_short_term_memory_layer.h.

current_cell_state_activations

Tensor<type, 1> current_cell_state_activations

Definition at line 431 of file long_short_term_memory_layer.h.

current_forget_activations

Tensor<type, 1> current_forget_activations

Definition at line 419 of file long_short_term_memory_layer.h.

current_forget_activations_derivatives

Tensor<type, 1> current_forget_activations_derivatives

Definition at line 424 of file long_short_term_memory_layer.h.

current_forget_combinations

Tensor<type, 1> current_forget_combinations

Definition at line 414 of file long_short_term_memory_layer.h.

current_hidden_states_derivatives

Tensor<type, 1> current_hidden_states_derivatives

Definition at line 429 of file long_short_term_memory_layer.h.

current_input_activations

Tensor<type, 1> current_input_activations

Definition at line 420 of file long_short_term_memory_layer.h.

current_input_activations_derivatives

Tensor<type, 1> current_input_activations_derivatives

Definition at line 425 of file long_short_term_memory_layer.h.

current_input_combinations

Tensor<type, 1> current_input_combinations

Definition at line 415 of file long_short_term_memory_layer.h.

current_inputs

Tensor<type, 1> current_inputs

Definition at line 412 of file long_short_term_memory_layer.h.

current_output_activations

Tensor<type, 1> current_output_activations

Definition at line 422 of file long_short_term_memory_layer.h.

current_output_activations_derivatives

Tensor<type, 1> current_output_activations_derivatives

Definition at line 427 of file long_short_term_memory_layer.h.

current_output_combinations

Tensor<type, 1> current_output_combinations

Definition at line 417 of file long_short_term_memory_layer.h.

current_state_activations

Tensor<type, 1> current_state_activations

Definition at line 421 of file long_short_term_memory_layer.h.

current_state_activations_derivatives

Tensor<type, 1> current_state_activations_derivatives

Definition at line 426 of file long_short_term_memory_layer.h.

current_state_combinations

Tensor<type, 1> current_state_combinations

Definition at line 416 of file long_short_term_memory_layer.h.

forget_activations

Tensor<type, 2, RowMajor> forget_activations

Definition at line 433 of file long_short_term_memory_layer.h.

forget_activations_derivatives

Tensor<type, 2, RowMajor> forget_activations_derivatives

Definition at line 440 of file long_short_term_memory_layer.h.

hidden_states_activations

Tensor<type, 2, RowMajor> hidden_states_activations

Definition at line 438 of file long_short_term_memory_layer.h.

hidden_states_activations_derivatives

Tensor<type, 2, RowMajor> hidden_states_activations_derivatives

Definition at line 445 of file long_short_term_memory_layer.h.

input_activations

Tensor<type, 2, RowMajor> input_activations

Definition at line 434 of file long_short_term_memory_layer.h.

input_activations_derivatives

Tensor<type, 2, RowMajor> input_activations_derivatives

Definition at line 441 of file long_short_term_memory_layer.h.

output_activations

Tensor<type, 2, RowMajor> output_activations

Definition at line 436 of file long_short_term_memory_layer.h.

output_activations_derivatives

Tensor<type, 2, RowMajor> output_activations_derivatives

Definition at line 443 of file long_short_term_memory_layer.h.

previous_cell_state_activations

Tensor<type, 1> previous_cell_state_activations

Definition at line 410 of file long_short_term_memory_layer.h.

previous_hidden_state_activations

Tensor<type, 1> previous_hidden_state_activations

Definition at line 409 of file long_short_term_memory_layer.h.

state_activations

Tensor<type, 2, RowMajor> state_activations

Definition at line 435 of file long_short_term_memory_layer.h.

state_activations_derivatives

Tensor<type, 2, RowMajor> state_activations_derivatives

Definition at line 442 of file long_short_term_memory_layer.h.

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The documentation for this struct was generated from the following file:

• long_short_term_memory_layer.h