tf.compat.v1.layers.Flatten

Flattens an input tensor while preserving the batch axis (axis 0).

Inherits From: Flatten, Layer, Layer, Module

tf.compat.v1.layers.Flatten(
    data_format=None, **kwargs
)

data_format A string, one of channels_last (default) or channels_first. The ordering of the dimensions in the inputs. channels_last corresponds to inputs with shape (batch, ..., channels) while channels_first corresponds to inputs with shape (batch, channels, ...).

Examples:

  x = tf.compat.v1.placeholder(shape=(None, 4, 4), dtype='float32')
  y = Flatten()(x)
  # now `y` has shape `(None, 16)`

  x = tf.compat.v1.placeholder(shape=(None, 3, None), dtype='float32')
  y = Flatten()(x)
  # now `y` has shape `(None, None)`

graph

scope_name