tanh

dragon.vm.tensorflow.math.tanh(
  x,
  name=None,
  **kwargs
)[source]

Compute the tanh of input.

\[\text{out} = \frac{\exp(\text{input}) - \exp(-\text{input})} {\exp(\text{input}) + \exp(-\text{input})} \]

Examples:

x = tf.constant([0.2, 0.4, 0.6, 0.8, 1.0])
print(tf.math.tanh(x))
Parameters:
  • x (dragon.Tensor) – The input tensor.
  • name (str, optional) – The operation name.
Returns:

dragon.Tensor – The output tensor.