mindspore.ops.exp

mindspore.ops.exp(input)[source]

Returns exponential of a tensor element-wise.

\[out_i = e^{x_i}\]

Parameters: input (Tensor) – The input tensor. \(x\) in the following formula.
Returns: Tensor, has the same shape as the input.
Raises: TypeError – If input is not a Tensor.

Supported Platforms:: Ascend GPU CPU

Examples

>>> import mindspore
>>> import numpy as np
>>> from mindspore import Tensor, ops
>>> input = Tensor(np.array([0.0, 1.0, 3.0]), mindspore.float32)
>>> output = ops.exp(input)
>>> print(output)
[ 1.        2.718282 20.085537]