dlpy.layers.FCMPLayer

class dlpy.layers.FCMPLayer(width, height, depth, n_weights, forward_func, backward_func, name=None, src_layers=None, **kwargs)

FCMP layer

Parameters

widthint

Specifies the width of feature maps for this layer.

heightint

Specifies the height of feature maps for this layer.

depthint

Specifies the depth of feature maps for this layer.

n_weightsint

Specifies the number of weights used in the FCMP layer.

forward_funcstring

specifies the custom function for the FCMP layer’s forward pass.

backward_funcstring

Specifies the custom function for the FCMP layer’s backward pass.

namestring, optional

Specifies the name of the layer.

src_layersiter-of-Layers, optional

Specifies the layers directed to this layer.

Returns

FCMPLayer

__init__(width, height, depth, n_weights, forward_func, backward_func, name=None, src_layers=None, **kwargs)

Initialize self. See help(type(self)) for accurate signature.

Methods

__init__(width, height, depth, n_weights, …)	Initialize self.
count_instances()
format_name([block_num, local_count])	Format the name of the layer
get_number_of_instances()
to_model_params()	Convert the model configuration to CAS action parameters

Attributes

can_be_last_layer
kernel_size
layer_id
num_bias
num_weights
number_of_instances
output_size
rnn_summary	Return a DataFrame containing the layer information for rnn models
summary	Return a DataFrame containing the layer information
type
type_desc
type_label