tf.keras.backend.int_shape

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

View aliases

Compat aliases for migration

tf.compat.v1.keras.backend.int_shape, tf.compat.v2.keras.backend.int_shape

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)