dlpy.layers.Reshape

class dlpy.layers.Reshape(name=None, act='AUTO', fcmp_act=None, width=None, height=None, depth=None, src_layers=None, order=None, **kwargs)

Reshape layer

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.

heightint, optional

Specifies the height of the input data. By default the height is determined automatically when the model training begins.

widthint, optional

Specifies the width of the input data. By default the width is determined automatically when the model training begins.

depthint, optional

Specifies the depth of the feature maps.

src_layersiter-of-Layers, optional

Specifies the layers directed to this layer.

orderstring, optional

Specifies how to reshape the source layer. Valid Values: AUTO, WHD, WDH, DWH, HWD, DHW, HDW. For AUTO, when the output channel is 1, the reshape order is depth (D), width (W), and height (H). When the output channel is evenly divisible by the input channel, the reshape order is width (W), height (H), and depth (D).

Returns

Reshape

__init__(name=None, act='AUTO', fcmp_act=None, width=None, height=None, depth=None, src_layers=None, order=None, **kwargs)

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

Methods

__init__([name, act, fcmp_act, width, …])	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