tf.math.tanh | TensorFlow v2.0.0 (original) (raw)
tf.math.tanh
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Computes hyperbolic tangent of x element-wise.
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Compat aliases for migration
SeeMigration guide for more details.
tf.compat.v1.math.tanh, tf.compat.v1.nn.tanh, tf.compat.v1.tanh
tf.math.tanh(
x, name=None
)
Given an input tensor, this function computes hyperbolic tangent of every element in the tensor. Input range is [-inf, inf] and output range is [-1,1].
x = tf.constant([-float("inf"), -5, -0.5, 1, 1.2, 2, 3, float("inf")]) tf.math.tanh(x) ==> [-1. -0.99990916 -0.46211717 0.7615942 0.8336547 0.9640276 0.9950547 1.]
| Args | |
|---|---|
| x | A Tensor. Must be one of the following types: bfloat16, half, float32, float64, complex64, complex128. |
| name | A name for the operation (optional). |
| Returns |
|---|
| A Tensor. Has the same type as x.If x is a SparseTensor, returnsSparseTensor(x.indices, tf.math.tanh(x.values, ...), x.dense_shape) |