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tf.math.is_finite

TensorFlow 1 version

Returns which elements of x are finite.

tf.math.is_finite(
    x,
    name=None
)

Example:

x = tf.constant([5.0, 4.8, 6.8, np.inf, np.nan])
tf.math.is_finite(x) ==> [True, True, True, False, False]

Args:

  • x: A Tensor. Must be one of the following types: bfloat16, half, float32, float64.
  • name: A name for the operation (optional).

Returns:

A Tensor of type bool.

Numpy Compatibility

Equivalent to np.isfinite