Registration is open for TensorFlow Dev Summit 2020 Learn more

tf.keras.backend.int_shape

TensorFlow 1 version View source on GitHub

Returns the shape of tensor or variable as a tuple of int or None entries.

tf.keras.backend.int_shape(x)

Arguments:

  • x: Tensor or variable.

Returns:

A tuple of integers (or None entries).

Examples:

>>> input = tf.keras.backend.placeholder(shape=(2, 4, 5))
>>> tf.keras.backend.int_shape(input)
(2, 4, 5)
>>> val = np.array([[1, 2], [3, 4]])
>>> kvar = tf.keras.backend.variable(value=val)
>>> tf.keras.backend.int_shape(kvar)
(2, 2)