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tf.keras.backend.int_shape

TensorFlow 2.0 version View source on GitHub

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

Aliases:

  • 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:

    >>> 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)