Flattens an input

Flatten a given input, does not affect the batch size.

layer_flatten(object, data_format = NULL, input_shape = NULL,
  dtype = NULL, name = NULL, trainable = NULL, weights = NULL)

Arguments

object	Model or layer object
data_format	A string. one of `channels_last` (default) or `channels_first`. The ordering of the dimensions in the inputs. The purpose of this argument is to preserve weight ordering when switching a model from one data format to another. `channels_last` corresponds to inputs with shape `(batch, ..., channels)` while `channels_first` corresponds to inputs with shape `(batch, channels, ...)`. It defaults to the `image_data_format` value found in your Keras config file at `~/.keras/keras.json`. If you never set it, then it will be "channels_last".
input_shape	Input shape (list of integers, does not include the samples axis) which is required when using this layer as the first layer in a model.
dtype	The data type expected by the input, as a string (`float32`, `float64`, `int32`...)
name	An optional name string for the layer. Should be unique in a model (do not reuse the same name twice). It will be autogenerated if it isn't provided.
trainable	Whether the layer weights will be updated during training.
weights	Initial weights for layer.