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tf.keras.backend.int_shape

TensorFlow 2 version View source on GitHub

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

Aliases:

tf.keras.backend.int_shape(x)

Arguments:

  • x: Tensor or variable.

Returns:

A tuple of integers (or None entries).

Examples:

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