.. exp.rst: ### Exp ### .. code-block:: cpp Exp // Elementwise expine operation Description =========== Produces a tensor of the same element type and shape as ``arg,`` where the value at each coordinate of ``output`` is the expine of the value at the corresponding coordinate of ``arg.`` Inputs ------ +-----------------+-------------------------+--------------------------------+ | Name | Element Type | Shape | +=================+=========================+================================+ | ``arg`` | Any | Any | +-----------------+-------------------------+--------------------------------+ Outputs ------- +-----------------+-------------------------+--------------------------------+ | Name | Element Type | Shape | +=================+=========================+================================+ | ``output`` | Same as ``arg`` | Same as ``arg`` | +-----------------+-------------------------+--------------------------------+ Mathematical Definition ======================= .. math:: \mathtt{output}_{i_0, \ldots, i_{n-1}} = \exp(\mathtt{arg}_{i_0, \ldots, i_{n-1}}) Backprop ======== .. math:: \overline{\mathtt{arg}} \leftarrow \Delta\ \mathtt{output} C++ Interface ============= .. doxygenclass:: ngraph::op::Exp :project: ngraph :members: