tf.math.atanh  |  TensorFlow v2.16.1 (original) (raw)

tf.math.atanh

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Computes inverse hyperbolic tangent of x element-wise.

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Main aliases

tf.atanh

Compat aliases for migration

SeeMigration guide for more details.

tf.compat.v1.atanh

tf.math.atanh(
    x: Annotated[Any, tf.raw_ops.Any],
    name=None
) -> Annotated[Any, tf.raw_ops.Any]

Given an input tensor, this function computes inverse hyperbolic tangent for every element in the tensor. Input range is [-1,1] and output range is[-inf, inf]. If input is -1, output will be -inf and if the input is 1, output will be inf. Values outside the range will havenan as output.

  x = tf.constant([-float("inf"), -1, -0.5, 1, 0, 0.5, 10, float("inf")])
  tf.math.atanh(x) ==> [nan -inf -0.54930615 inf  0. 0.54930615 nan nan]