layer_setup Module Function

private module function layer_setup(num_outputs, num_modes, num_inputs, use_bias, activation, kernel_initialiser, bias_initialiser, verbose) result(layer)

Uses

Arguments

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

Number of output features
integer, intent(in) :: num_modes

Number of learnable spectral poles
integer, intent(in), optional :: num_inputs

Number of input features when known at construction time
logical, intent(in), optional :: use_bias

Whether to allocate a bias term
class(*), intent(in), optional :: activation

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

Kernel and bias initialiser specifications
class(*), intent(in), optional :: bias_initialiser

Kernel and bias initialiser specifications
integer, intent(in), optional :: verbose

Verbosity level

Return Value type(dynamic_lno_layer_type)

Constructed dynamic LNO layer


Source Code

     module function layer_setup( &
          num_outputs, num_modes, num_inputs, use_bias, &
          activation, &
          kernel_initialiser, bias_initialiser, verbose &
     ) result(layer)
       integer, intent(in) :: num_outputs
       integer, intent(in) :: num_modes
       integer, optional, intent(in) :: num_inputs
       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(dynamic_lno_layer_type) :: layer
     end function layer_setup