layer_setup Module Function

private module function layer_setup(hidden_size, input_size, use_bias, activation, kernel_initialiser, bias_initialiser, verbose) result(layer)

Uses

Setup a recurrent layer

Arguments

Type IntentOptional Attributes Name
integer, intent(in) :: hidden_size

Size of hidden state
integer, intent(in), optional :: input_size

Size of input
logical, intent(in), optional :: use_bias

Whether to use bias
class(*), intent(in), optional :: activation

Activation function
class(*), intent(in), optional :: kernel_initialiser

Activation function, kernel initialiser, and bias initialiser
class(*), intent(in), optional :: bias_initialiser

Activation function, kernel initialiser, and bias initialiser
integer, intent(in), optional :: verbose

Verbosity level

Return Value type(recurrent_layer_type)

Instance of the recurrent layer


Source Code

     module function layer_setup( &
          hidden_size, input_size, use_bias, &
          activation, &
          kernel_initialiser, bias_initialiser, verbose &
     ) result(layer)
       integer, intent(in) :: hidden_size
       integer, optional, intent(in) :: input_size
       logical, optional, intent(in) :: use_bias
       class(*), optional, intent(in) :: activation
       class(*), optional, intent(in) :: kernel_initialiser, bias_initialiser
       integer, optional, intent(in) :: verbose
       type(recurrent_layer_type) :: layer
     end function layer_setup