dlpy.layers.Res

class dlpy.layers.Res(name=None, act='AUTO', fcmp_act=None, src_layers=None, **kwargs)

Residual layer Element-wise addition

Parameters
namestring, optional

Specifies the name of the layer.

actstring, optional

Specifies the activation function. Valid Values: AUTO, IDENTITY, LOGISTIC, SIGMOID, TANH, RECTIFIER, RELU, SOFPLUS, ELU, LEAKY, FCMP Default: AUTO

fcmp_actstring, optional

Specifies the FCMP activation function for the layer.

src_layersiter-of-Layers, optional

Specifies the layers directed to this layer.

Returns
Res
__init__(name=None, act='AUTO', fcmp_act=None, src_layers=None, **kwargs)

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

Methods

__init__([name, act, fcmp_act, src_layers])

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