Shape layers

Flatten

Flatten layer

class braid.berry.layers.Flatten(incoming, **kwargs)

Flatten layer

incoming

: Layer or tf.Tensor

Parent layer, whose output is given as input to the current layer.

name

: string, optional (default = None)

Name of the layer. Should be specified for better readability ( inherited from Layer).

input_layer

: Layer or tf.Tensor

Input layer to this layer.

input_shape

: tuple

Shape of the incoming layer.

output

: tf.Tensor

The Tensor obtained after performing the transformation applied by this layer.

output_shape

: tuple

Shape of the output tensor.

type

: string

Return the name of the class.

See also

Inherits class Layer.

get_output_for()

Ravel the input layer into a 1D vector

tf.Tensor

Output tensor of this layer.

get_output_shape_for(input_shape)

Shape of the output tensor

input_shape

: tuple or list

Shape of the input layer.

tuple

Shape of the output tensor. (batch_size, total_num_input_units)

validate_input_layer(incoming)

Validate the input layer shape

Returns True if the input layer is 2+D else, raise an exceptions.AssertError.