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mlx/docs/build/doctrees/python/nn/_autosummary_functions/mlx.nn.gelu.doctree

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<EFBFBD><05> <00>sphinx.addnodes<65><73>document<6E><74><EFBFBD>)<29><>}<7D>(<28> rawsource<63><65><00><>children<65>]<5D><>docutils.nodes<65><73>section<6F><6E><EFBFBD>)<29><>}<7D>(hhh]<5D>(h <09>title<6C><65><EFBFBD>)<29><>}<7D>(h<05> mlx.nn.gelu<6C>h]<5D>h <09>Text<78><74><EFBFBD><EFBFBD> mlx.nn.gelu<6C><75><EFBFBD><EFBFBD><EFBFBD>}<7D>(<28>parent<6E>h<11> _document<6E>h<03>source<63>N<EFBFBD>line<6E>Nuba<62>
attributes<EFBFBD>}<7D>(<28>ids<64>]<5D><>classes<65>]<5D><>names<65>]<5D><>dupnames<65>]<5D><>backrefs<66>]<5D>u<EFBFBD>tagname<6D>hhh hhh<1D>U/Users/awnihannun/repos/mlx/docs/src/python/nn/_autosummary_functions/mlx.nn.gelu.rst<73>hKubh<00>index<65><78><EFBFBD>)<29><>}<7D>(hhh]<5D>h}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><>entries<65>]<5D>(<28>single<6C><65>gelu (class in mlx.nn)<29><> mlx.nn.gelu<6C>hNt<4E>auh+h-hh hhh<1D>k/Users/awnihannun/repos/mlx/python/mlx/nn/layers/activations.py:docstring of mlx.nn.layers.activations.gelu<6C>hNubh<00>desc<73><63><EFBFBD>)<29><>}<7D>(hhh]<5D>(h<00>desc_signature<72><65><EFBFBD>)<29><>}<7D>(h<05>gelu(x)<29>h]<5D>(h<00>desc_annotation<6F><6E><EFBFBD>)<29><>}<7D>(h<05>2[<#text: 'class'>, <desc_sig_space: <#text: ' '>>]<5D>h]<5D>(h<16>class<73><73><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhLhhhNhNubh<00>desc_sig_space<63><65><EFBFBD>)<29><>}<7D>(h<05> <20>h]<5D>h<16> <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhVhhhNhNubah}<7D>(h!]<5D>h#]<5D><>w<>ah%]<5D>h']<5D>h)]<5D>uh+hThhLubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> xml:space<63><65>preserve<76>uh+hJhhFhhh<1D>k/Users/awnihannun/repos/mlx/python/mlx/nn/layers/activations.py:docstring of mlx.nn.layers.activations.gelu<6C>hNubh<00> desc_addname<6D><65><EFBFBD>)<29><>}<7D>(h<05>mlx.nn.<2E>h]<5D>h<16>mlx.nn.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhphhhNhNubah}<7D>(h!]<5D>h#]<5D>(<28> sig-prename<6D><65> descclassname<6D>eh%]<5D>h']<5D>h)]<5D>hkhluh+hnhhFhhhhmhNubh<00> desc_name<6D><65><EFBFBD>)<29><>}<7D>(h<05>gelu<6C>h]<5D>h<16>gelu<6C><75><EFBFBD><EFBFBD><EFBFBD>}<7D>(hh<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>(<28>sig-name<6D><65>descname<6D>eh%]<5D>h']<5D>h)]<5D>hkhluh+h<>hhFhhhhmhNubh<00>desc_parameterlist<73><74><EFBFBD>)<29><>}<7D>(h<05>x<>h]<5D>h<00>desc_parameter<65><72><EFBFBD>)<29><>}<7D>(h<05>x<>h]<5D>h<00> desc_sig_name<6D><65><EFBFBD>)<29><>}<7D>(h<05>x<>h]<5D>h<16>x<><78><EFBFBD><EFBFBD><EFBFBD>}<7D>(hh<>hhhNhNubah}<7D>(h!]<5D>h#]<5D><>n<>ah%]<5D>h']<5D>h)]<5D>uh+h<>hh<>ubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>hkhluh+h<>hh<>ubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>hkhluh+h<>hhFhhhhmhNubeh}<7D>(h!]<5D>h<ah#]<5D>(<28>sig<69><67>
sig-object<63>eh%]<5D>h']<5D>h)]<5D><>module<6C><65>mlx.nn<6E><6E>class<73>h<06>fullname<6D>h<EFBFBD>uh+hDh<1D>k/Users/awnihannun/repos/mlx/python/mlx/nn/layers/activations.py:docstring of mlx.nn.layers.activations.gelu<6C>hKhhAhhubh<00> desc_content<6E><74><EFBFBD>)<29><>}<7D>(hhh]<5D>(h <09> paragraph<70><68><EFBFBD>)<29><>}<7D>(h<05>1Applies the Gaussian Error Linear Units function.<2E>h]<5D>h<16>1Applies the Gaussian Error Linear Units function.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hh<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+h<>hh>hKhh<>hhubh <09>
math_block<EFBFBD><EFBFBD><EFBFBD>)<29><>}<7D>(h<05>!\\textrm{GELU}(x) = x * \Phi(x)
<EFBFBD>h]<5D>h<16>!\\textrm{GELU}(x) = x * \Phi(x)
<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>}<7D>hh<>sbah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><>docname<6D><65>,python/nn/_autosummary_functions/mlx.nn.gelu<6C><75>number<65>N<EFBFBD>label<65>N<EFBFBD>nowrap<61><70>hkhluh+h<>hh>hKhh<>hhubh<62>)<29><>}<7D>(h<05>*where :math:`\Phi(x)` is the Gaussian CDF.<2E>h]<5D>(h<16>where <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hh<>hhhNhNubh <09>math<74><68><EFBFBD>)<29><>}<7D>(h<05>:math:`\Phi(x)`<60>h]<5D>h<16>\Phi(x)<29><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hh<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+h<>hh<>ubh<16> is the Gaussian CDF.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hh<>hhhNhNubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+h<>hh>hKhh<>hhubh<62>)<29><>}<7D>(h<05>TSee also :func:`gelu_approx` and :func:`gelu_fast_approx` for faster
approximations.<2E>h]<5D>(h<16> See also <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjhhhNhNubh<00> pending_xref<65><66><EFBFBD>)<29><>}<7D>(h<05>:func:`gelu_approx`<60>h]<5D>h <09>literal<61><6C><EFBFBD>)<29><>}<7D>(hj h]<5D>h<16> gelu_approx()<29><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj$hhhNhNubah}<7D>(h!]<5D>h#]<5D>(<28>xref<65><66>py<70><79>py-func<6E>eh%]<5D>h']<5D>h)]<5D>uh+j"hjubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><>refdoc<6F>h<EFBFBD><68> refdomain<69>j/<00>reftype<70><65>func<6E><63> refexplicit<69><74><EFBFBD>refwarn<72><6E><EFBFBD> py:module<6C>py:class<73>h<EFBFBD><68> reftarget<65><74> gelu_approx<6F>uh+jhh>hKhjubh<16> and <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjhhhNhNubj)<29><>}<7D>(h<05>:func:`gelu_fast_approx`<60>h]<5D>j#)<29><>}<7D>(hjJh]<5D>h<16>gelu_fast_approx()<29><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjLhhhNhNubah}<7D>(h!]<5D>h#]<5D>(j.<00>py<70><79>py-func<6E>eh%]<5D>h']<5D>h)]<5D>uh+j"hjHubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><>refdoc<6F>h<EFBFBD><68> refdomain<69>jV<00>reftype<70><65>func<6E><63> refexplicit<69><74><EFBFBD>refwarn<72><6E>j@h<>jAh<>jB<00>gelu_fast_approx<6F>uh+jhh>hKhjubh<16> for faster
approximations.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjhhhNhNubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+h<>hh>hKhh<>hhubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+h<>hhAhhhhmhNubeh}<7D>(h!]<5D>h#]<5D>(<28>py<70><79>class<73>eh%]<5D>h']<5D>h)]<5D><>domain<69>j{<00>objtype<70>j|<00>desctype<70>j|<00>noindex<65><78>uh+h?hhhh hh>hNubeh}<7D>(h!]<5D><> mlx-nn-gelu<6C>ah#]<5D>h%]<5D><> mlx.nn.gelu<6C>ah']<5D>h)]<5D>uh+h
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