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.. role:: hidden
:class: hidden-section
.. _nn-init-doc:
torch.nn.init
=============
.. warning::
All the functions in this module are intended to be used to initialize neural network
parameters, so they all run in :func:`torch.no_grad` mode and will not be taken into
account by autograd.
.. currentmodule:: torch.nn.init
.. autofunction:: calculate_gain
.. autofunction:: uniform_
.. autofunction:: normal_
.. autofunction:: constant_
.. autofunction:: ones_
.. autofunction:: zeros_
.. autofunction:: eye_
.. autofunction:: dirac_
.. autofunction:: xavier_uniform_
.. autofunction:: xavier_normal_
.. autofunction:: kaiming_uniform_
.. autofunction:: kaiming_normal_
.. autofunction:: trunc_normal_
.. autofunction:: orthogonal_
.. autofunction:: sparse_
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