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2024-01-17 17:15:29 -08:00
<EFBFBD><05><>i<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.Conv2d<32>h]<5D>h <09>Text<78><74><EFBFBD><EFBFBD> mlx.nn.Conv2d<32><64><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>M/Users/awnihannun/repos/mlx/docs/src/python/nn/_autosummary/mlx.nn.Conv2d.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>Conv2d (class in mlx.nn)<29><> mlx.nn.Conv2d<32>hNt<4E>auh+h-hh hhhNhNubh<00>desc<73><63><EFBFBD>)<29><>}<7D>(hhh]<5D>(h<00>desc_signature<72><65><EFBFBD>)<29><>}<7D>(h<05><>Conv2d(in_channels: int, out_channels: int, kernel_size: ~typing.Union[int, tuple], stride: ~typing.Union[int, tuple] = 1, padding: ~typing.Union[int, tuple] = 0, bias: bool = True)<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>(hhKhhhNhNubh<00>desc_sig_space<63><65><EFBFBD>)<29><>}<7D>(h<05> <20>h]<5D>h<16> <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhUhhhNhNubah}<7D>(h!]<5D>h#]<5D><>w<>ah%]<5D>h']<5D>h)]<5D>uh+hShhKubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> xml:space<63><65>preserve<76>uh+hIhhEhhh<1D>m/Users/awnihannun/repos/mlx/python/mlx/nn/layers/convolution.py:docstring of mlx.nn.layers.convolution.Conv2d<32>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>(hhohhhNhNubah}<7D>(h!]<5D>h#]<5D>(<28> sig-prename<6D><65> descclassname<6D>eh%]<5D>h']<5D>h)]<5D>hjhkuh+hmhhEhhhhlhNubh<00> desc_name<6D><65><EFBFBD>)<29><>}<7D>(h<05>Conv2d<32>h]<5D>h<16>Conv2d<32><64><EFBFBD><EFBFBD><EFBFBD>}<7D>(hh<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>(<28>sig-name<6D><65>descname<6D>eh%]<5D>h']<5D>h)]<5D>hjhkuh+hhhEhhhhlhNubh<00>desc_parameterlist<73><74><EFBFBD>)<29><>}<7D>(h<05><>in_channels: int, out_channels: int, kernel_size: ~typing.Union[int, tuple], stride: ~typing.Union[int, tuple] = 1, padding: ~typing.Union[int, tuple] = 0, bias: bool = True<75>h]<5D>(h<00>desc_parameter<65><72><EFBFBD>)<29><>}<7D>(h<05>in_channels: intint<6E>h]<5D>(h<00> desc_sig_name<6D><65><EFBFBD>)<29><>}<7D>(h<05> in_channels<6C>h]<5D>h<16> in_channels<6C><73><EFBFBD><EFBFBD><EFBFBD>}<7D>(hh<>hhhNhNubah}<7D>(h!]<5D>h#]<5D><>n<>ah%]<5D>h']<5D>h)]<5D>uh+h<>hh<>ubh<00>desc_sig_punctuation<6F><6E><EFBFBD>)<29><>}<7D>(h<05>:<3A>h]<5D>h<16>:<3A><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hh<>hhhNhNubah}<7D>(h!]<5D>h#]<5D><>p<>ah%]<5D>h']<5D>h)]<5D>uh+h<>hh<>ubhT)<29><>}<7D>(h<05> <20>h]<5D>h<16> <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hh<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h`ah%]<5D>h']<5D>h)]<5D>uh+hShh<>ubh<62>)<29><>}<7D>(h<05>intint<6E>h]<5D>h<00> pending_xref<65><66><EFBFBD>)<29><>}<7D>(hhh]<5D>(h<00>pending_xref_condition<6F><6E><EFBFBD>)<29><>}<7D>(h<05>int<6E>h]<5D>h<16>int<6E><74><EFBFBD><EFBFBD><EFBFBD>}<7D>(hh<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> condition<6F><6E>resolved<65>uh+h<>hh<>ubh<62>)<29><>}<7D>(h<05>int<6E>h]<5D>h<16>int<6E><74><EFBFBD><EFBFBD><EFBFBD>}<7D>(hh<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> condition<6F><6E>*<2A>uh+h<>hh<>ubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> refdomain<69><6E>py<70><79>reftype<70><65>class<73><73> reftarget<65><74>int<6E><74> refspecific<69><63><EFBFBD> py:module<6C><65>mlx.nn<6E><6E>py:class<73>Nuh+h<>hh<>ubah}<7D>(h!]<5D>h#]<5D>h<EFBFBD>ah%]<5D>h']<5D>h)]<5D>uh+h<>hh<>ubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>hjhkuh+h<>hh<>ubh<62>)<29><>}<7D>(h<05>out_channels: intint<6E>h]<5D>(h<>)<29><>}<7D>(h<05> out_channels<6C>h]<5D>h<16> out_channels<6C><73><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjhhhNhNubah}<7D>(h!]<5D>h#]<5D>h<EFBFBD>ah%]<5D>h']<5D>h)]<5D>uh+h<>hjubh<62>)<29><>}<7D>(h<05>:<3A>h]<5D>h<16>:<3A><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj&hhhNhNubah}<7D>(h!]<5D>h#]<5D>h<EFBFBD>ah%]<5D>h']<5D>h)]<5D>uh+h<>hjubhT)<29><>}<7D>(h<05> <20>h]<5D>h<16> <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj4hhhNhNubah}<7D>(h!]<5D>h#]<5D>h`ah%]<5D>h']<5D>h)]<5D>uh+hShjubh<62>)<29><>}<7D>(h<05>intint<6E>h]<5D>h<EFBFBD>)<29><>}<7D>(hhh]<5D>(h<>)<29><>}<7D>(h<05>int<6E>h]<5D>h<16>int<6E><74><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjIhhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> condition<6F>h<EFBFBD>uh+h<>hjFubh<62>)<29><>}<7D>(h<05>int<6E>h]<5D>h<16>int<6E><74><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjXhhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> condition<6F>h<EFBFBD>uh+h<>hjFubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> refdomain<69>h<EFBFBD><68>reftype<70>j<00> reftarget<65><74>int<6E><74> refspecific<69><63><EFBFBD> py:module<6C>j<00>py:class<73>Nuh+h<>hjBubah}<7D>(h!]<5D>h#]<5D>h<EFBFBD>ah%]<5D>h']<5D>h)]<5D>uh+h<>hjubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>hjhkuh+h<>hh<>ubh<62>)<29><>}<7D>(h<05>+kernel_size: UnionUnion[intint, tupletuple]<5D>h]<5D>(h<>)<29><>}<7D>(h<05> kernel_size<7A>h]<5D>h<16> kernel_size<7A><65><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h<EFBFBD>ah%]<5D>h']<5D>h)]<5D>uh+h<>hj<>ubh<62>)<29><>}<7D>(h<05>:<3A>h]<5D>h<16>:<3A><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h<EFBFBD>ah%]<5D>h']<5D>h)]<5D>uh+h<>hj<>ubhT)<29><>}<7D>(h<05> <20>h]<5D>h<16> <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h`ah%]<5D>h']<5D>h)]<5D>uh+hShj<>ubh<62>)<29><>}<7D>(h<05>UnionUnion[intint, tupletuple]<5D>h]<5D>(h<>)<29><>}<7D>(hhh]<5D>(h<>)<29><>}<7D>(h<05>Union<6F>h]<5D>h<16>Union<6F><6E><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> condition<6F>h<EFBFBD>uh+h<>hj<>ubh<62>)<29><>}<7D>(h<05>Union<6F>h]<5D>h<16>Union<6F><6E><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> condition<6F>h<EFBFBD>uh+h<>hj<>ubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> refdomain<69>h<EFBFBD><68>reftype<70><65>obj<62><6A> reftarget<65><74> typing.Union<6F><6E> refspecific<69><63><EFBFBD> py:module<6C>j<00>py:class<73>Nuh+h<>hj<>ubh<62>)<29><>}<7D>(h<05>[<5B>h]<5D>h<16>[<5B><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h<EFBFBD>ah%]<5D>h']<5D>h)]<5D>uh+h<>hj<>ubh<62>)
sig-object<63>eh%]<5D>h']<5D>h)]<5D><>module<6C><65>mlx.nn<6E>jh<06>fullname<6D>h<EFBFBD>uh+hCh<1D>m/Users/awnihannun/repos/mlx/python/mlx/nn/layers/convolution.py:docstring of mlx.nn.layers.convolution.Conv2d<32>hKhh@hhubh<00> desc_content<6E><74><EFBFBD>)<29><>}<7D>(hhh]<5D>(h <09> paragraph<70><68><EFBFBD>)<29><>}<7D>(h<05>GApplies a 2-dimensional convolution over the multi-channel input image.<2E>h]<5D>h<16>GApplies a 2-dimensional convolution over the multi-channel input image.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>h<1D>m/Users/awnihannun/repos/mlx/python/mlx/nn/layers/convolution.py:docstring of mlx.nn.layers.convolution.Conv2d<32>hKhj<>hhubh <09>definition_list<73><74><EFBFBD>)<29><>}<7D>(hhh]<5D>h <09>definition_list_item<65><6D><EFBFBD>)<29><>}<7D>(h<05><>The channels are expected to be last i.e. the input shape should be ``NHWC`` where:
- ``N`` is the batch dimension
- ``H`` is the input image height
- ``W`` is the input image width
- ``C`` is the number of input channels
<EFBFBD>h]<5D>(h <09>term<72><6D><EFBFBD>)<29><>}<7D>(h<05>SThe channels are expected to be last i.e. the input shape should be ``NHWC`` where:<3A>h]<5D>(h<16>DThe channels are expected to be last i.e. the input shape should be <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubh <09>literal<61><6C><EFBFBD>)<29><>}<7D>(h<05>``NHWC``<60>h]<5D>h<16>NHWC<57><43><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>ubh<16> where:<3A><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>hKhj<>ubh <09>
definition<EFBFBD><EFBFBD><EFBFBD>)<29><>}<7D>(hhh]<5D>h <09> bullet_list<73><74><EFBFBD>)<29><>}<7D>(hhh]<5D>(h <09> list_item<65><6D><EFBFBD>)<29><>}<7D>(h<05>``N`` is the batch dimension<6F>h]<5D>j<EFBFBD>)<29><>}<7D>(hjh]<5D>(j<>)<29><>}<7D>(h<05>``N``<60>h]<5D>h<16>N<><4E><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjhhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hjubh<16> is the batch dimension<6F><6E><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjhhhNhNubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>hKhjubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>ubj)<29><>}<7D>(h<05>``H`` is the input image height<68>h]<5D>j<EFBFBD>)<29><>}<7D>(hj(h]<5D>(j<>)<29><>}<7D>(h<05>``H``<60>h]<5D>h<16>H<><48><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj-hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj*ubh<16> is the input image height<68><74><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj*hhhNhNubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>hKhj&ubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>ubj)<29><>}<7D>(h<05>``W`` is the input image width<74>h]<5D>j<EFBFBD>)<29><>}<7D>(hjMh]<5D>(j<>)<29><>}<7D>(h<05>``W``<60>h]<5D>h<16>W<><57><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjRhhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hjOubh<16> is the input image width<74><68><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjOhhhNhNubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>hKhjKubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>ubj)<29><>}<7D>(h<05>&``C`` is the number of input channels
<EFBFBD>h]<5D>j<EFBFBD>)<29><>}<7D>(h<05>%``C`` is the number of input channels<6C>h]<5D>(j<>)<29><>}<7D>(h<05>``C``<60>h]<5D>h<16>C<><43><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjxhhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hjtubh<16> is the number of input channels<6C><73><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjthhhNhNubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>hKhjpubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>ubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><>bullet<65><74>-<2D>uh+j<>hj<>hKhj<>ubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>ubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>hKhj<>ubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>hhhNhNubh <09>
field_list<EFBFBD><EFBFBD><EFBFBD>)<29><>}<7D>(hhh]<5D>h <09>field<6C><64><EFBFBD>)<29><>}<7D>(hhh]<5D>(h <09>
field_name<EFBFBD><EFBFBD><EFBFBD>)<29><>}<7D>(h<05>
Parameters<EFBFBD>h]<5D>h<16>
Parameters<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>hhlhKubh <09>
field_body<EFBFBD><EFBFBD><EFBFBD>)<29><>}<7D>(hhh]<5D>j<EFBFBD>)<29><>}<7D>(hhh]<5D>(j)<29><>}<7D>(hhh]<5D>j<EFBFBD>)<29><>}<7D>(h<05>5in_channels (intint) -- The number of input channels.<2E>h]<5D>(h<00>literal_strong<6E><67><EFBFBD>)<29><>}<7D>(h<05> in_channels<6C>h]<5D>h<16> in_channels<6C><73><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>ubh<16> (<28><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubh<62>)<29><>}<7D>(hhh]<5D>(h<>)<29><>}<7D>(h<05>int<6E>h]<5D>h<00>literal_emphasis<69><73><EFBFBD>)<29><>}<7D>(h<05>int<6E>h]<5D>h<16>int<6E><74><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>ubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> condition<6F>h<EFBFBD>uh+h<>hj<>ubh<62>)<29><>}<7D>(h<05>int<6E>h]<5D>j<EFBFBD>)<29><>}<7D>(h<05>int<6E>h]<5D>h<16>int<6E><74><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjhhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj ubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> condition<6F>h<EFBFBD>uh+h<>hj<>ubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> refdomain<69><6E>py<70><79> refexplicit<69><74><EFBFBD>reftype<70>j<00> reftarget<65>j<00> refspecific<69><63><EFBFBD> py:module<6C>j<EFBFBD><00>py:class<73>h<EFBFBD>uh+h<>hj<>ubh<16>)<29><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubh<16> – <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubh<16>The number of input channels.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>ubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>ubj)<29><>}<7D>(hhh]<5D>j<EFBFBD>)<29><>}<7D>(h<05>7out_channels (intint) -- The number of output channels.<2E>h]<5D>(j<>)<29><>}<7D>(h<05> out_channels<6C>h]<5D>h<16> out_channels<6C><73><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjQhhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hjMubh<16> (<28><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjMhhhNhNubh<62>)<29><>}<7D>(hhh]<5D>(h<>)<29><>}<7D>(h<05>int<6E>h]<5D>j<EFBFBD>)<29><>}<7D>(h<05>int<6E>h]<5D>h<16>int<6E><74><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjjhhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hjfubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> condition<6F>h<EFBFBD>uh+h<>hjcubh<62>)<29><>}<7D>(h<05>int<6E>h]<5D>j<EFBFBD>)<29><>}<7D>(h<05>int<6E>h]<5D>h<16>int<6E><74><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hjubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> condition<6F>h<EFBFBD>uh+h<>hjcubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> refdomain<69>j+<00> refexplicit<69><74><EFBFBD>reftype<70>j<00> reftarget<65>j<EFBFBD>j/<00>j0j<>j1h<>uh+h<>hjMubh<16>)<29><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjMhhhNhNubh<16> – <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjMhhhNhNubh<16>The number of output channels.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjMhhhNhNubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hjJubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>ubj)<29><>}<7D>(hhh]<5D>j<EFBFBD>)<29><>}<7D>(h<05>Jkernel_size (intint or tupletuple) -- The size of the convolution filters.<2E>h]<5D>(j<>)<29><>}<7D>(h<05> kernel_size<7A>h]<5D>h<16> kernel_size<7A><65><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>ubh<16> (<28><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubh<62>)<29><>}<7D>(hhh]<5D>(h<>)<29><>}<7D>(h<05>int<6E>h]<5D>j<EFBFBD>)<29><>}<7D>(h<05>int<6E>h]<5D>h<16>int<6E><74><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>ubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> condition<6F>h<EFBFBD>uh+h<>hj<>ubh<62>)<29><>}<7D>(h<05>int<6E>h]<5D>j<EFBFBD>)<29><>}<7D>(h<05>int<6E>h]<5D>h<16>int<6E><74><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>ubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> condition<6F>h<EFBFBD>uh+h<>hj<>ubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> refdomain<69>j+<00> refexplicit<69><74><EFBFBD>reftype<70>j<00> reftarget<65>j<EFBFBD>j/<00>j0j<>j1h<>uh+h<>hj<>ubj<62>)<29><>}<7D>(h<05> or <20>h]<5D>h<16> or <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjhhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>ubh<62>)<29><>}<7D>(hhh]<5D>(h<>)<29><>}<7D>(h<05>tuple<6C>h]<5D>j<EFBFBD>)<29><>}<7D>(h<05>tuple<6C>h]<5D>h<16>tuple<6C><65><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj'hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj#ubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> condition<6F>h<EFBFBD>uh+h<>hj ubh<62>)<29><>}<7D>(h<05>tuple<6C>h]<5D>j<EFBFBD>)<29><>}<7D>(h<05>tuple<6C>h]<5D>h<16>tuple<6C><65><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj@hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<ubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> condition<6F>h<EFBFBD>uh+h<>hj ubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> refdomain<69>j+<00> refexplicit<69><74><EFBFBD>reftype<70>j<00> reftarget<65>jBj/<00>j0j<>j1h<>uh+h<>hj<>ubh<16>)<29><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubh<16> – <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubh<16>$The size of the convolution filters.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>ubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>ubj)<29><>}<7D>(hhh]<5D>j<EFBFBD>)<29><>}<7D>(h<05>ostride (intint or tupletuple, optionaloptional) -- The size of the stride when
applying the filter. Default: 1.<2E>h]<5D>(j<>)<29><>}<7D>(h<05>stride<64>h]<5D>h<16>stride<64><65><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj~hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hjzubh<16> (<28><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjzhhhNhNubh<62>)<29><>}<7D>(hhh]<5D>(h<>)<29><>}<7D>(h<05>int<6E>h]<5D>j<EFBFBD>)<29><>}<7D>(h<05>int<6E>h]<5D>h<16>int<6E><74><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>ubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> condition<6F>h<EFBFBD>uh+h<>hj<>ubh<62>)<29><>}<7D>(h<05>int<6E>h]<5D>j<EFBFBD>)<29><>}<7D>(h<05>int<6E>h]<5D>h<16>int<6E><74><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>ubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> condition<6F>h<EFBFBD>uh+h<>hj<>ubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> refdomain<69>j+<00> refexplicit<69><74><EFBFBD>reftype<70>j<00> reftarget<65>j<EFBFBD>j/<00>j0j<>j1h<>uh+h<>hjzubj<62>)<29><>}<7D>(h<05> or <20>h]<5D>h<16> or <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hjzubh<62>)<29><>}<7D>(hhh]<5D>(h<>)<29><>}<7D>(h<05>tuple<6C>h]<5D>j<EFBFBD>)<29><>}<7D>(h<05>tuple<6C>h]<5D>h<16>tuple<6C><65><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>ubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> condition<6F>h<EFBFBD>uh+h<>hj<>ubh<62>)<29><>}<7D>(h<05>tuple<6C>h]<5D>j<EFBFBD>)<29><>}<7D>(h<05>tuple<6C>h]<5D>h<16>tuple<6C><65><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>ubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> condition<6F>h<EFBFBD>uh+h<>hj<>ubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> refdomain<69>j+<00> refexplicit<69><74><EFBFBD>reftype<70>j<00> reftarget<65>j<EFBFBD>j/<00>j0j<>j1h<>uh+h<>hjzubj<62>)<29><>}<7D>(h<05>, <20>h]<5D>h<16>, <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hjzubh<62>)<29><>}<7D>(hhh]<5D>(h<>)<29><>}<7D>(h<05>optional<61>h]<5D>j<EFBFBD>)<29><>}<7D>(h<05>optional<61>h]<5D>h<16>optional<61><6C><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj1 hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj- ubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> condition<6F>h<EFBFBD>uh+h<>hj* ubh<62>)<29><>}<7D>(h<05>optional<61>h]<5D>j<EFBFBD>)<29><>}<7D>(h<05>optional<61>h]<5D>h<16>optional<61><6C><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjJ hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hjF ubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> condition<6F>h<EFBFBD>uh+h<>hj* ubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> refdomain<69>j+<00> refexplicit<69><74><EFBFBD>reftype<70>j<00> reftarget<65>jL j/<00>j0j<>j1h<>uh+h<>hjzubh<16>)<29><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjzhhhNhNubh<16> – <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjzhhhNhNubh<16><The size of the stride when
applying the filter. Default: 1.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjzhhhNhNubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hjwubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>ubj)<29><>}<7D>(hhh]<5D>j<EFBFBD>)<29><>}<7D>(h<05>kpadding (intint or tupletuple, optionaloptional) -- How many positions to 0-pad
the input with. Default: 0.<2E>h]<5D>(j<>)<29><>}<7D>(h<05>padding<6E>h]<5D>h<16>padding<6E><67><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<> hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<> ubh<16> (<28><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<> hhhNhNubh<62>)<29><>}<7D>(hhh]<5D>(h<>)<29><>}<7D>(h<05>int<6E>h]<5D>j<EFBFBD>)<29><>}<7D>(h<05>int<6E>h]<5D>h<16>int<6E><74><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<> hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<> ubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> condition<6F>h<EFBFBD>uh+h<>hj<> ubh<62>)<29><>}<7D>(h<05>int<6E>h]<5D>j<EFBFBD>)<29><>}<7D>(h<05>int<6E>h]<5D>h<16>int<6E><74><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<> hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<> ubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> condition<6F>h<EFBFBD>uh+h<>hj<> ubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> refdomain<69>j+<00> refexplicit<69><74><EFBFBD>reftype<70>j<00> reftarget<65>j<EFBFBD> j/<00>j0j<>j1h<>uh+h<>hj<> ubj<62>)<29><>}<7D>(h<05> or <20>h]<5D>h<16> or <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<> hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<> ubh<62>)<29><>}<7D>(hhh]<5D>(h<>)<29><>}<7D>(h<05>tuple<6C>h]<5D>j<EFBFBD>)<29><>}<7D>(h<05>tuple<6C>h]<5D>h<16>tuple<6C><65><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<> hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<> ubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> condition<6F>h<EFBFBD>uh+h<>hj<> ubh<62>)<29><>}<7D>(h<05>tuple<6C>h]<5D>j<EFBFBD>)<29><>}<7D>(h<05>tuple<6C>h]<5D>h<16>tuple<6C><65><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj
hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj
ubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> condition<6F>h<EFBFBD>uh+h<>hj<> ubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> refdomain<69>j+<00> refexplicit<69><74><EFBFBD>reftype<70>j<00> reftarget<65>j
j/<00>j0j<>j1h<>uh+h<>hj<> ubj<62>)<29><>}<7D>(h<05>, <20>h]<5D>h<16>, <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj&
hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<> ubh<62>)<29><>}<7D>(hhh]<5D>(h<>)<29><>}<7D>(h<05>optional<61>h]<5D>j<EFBFBD>)<29><>}<7D>(h<05>optional<61>h]<5D>h<16>optional<61><6C><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj;
hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj7
ubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> condition<6F>h<EFBFBD>uh+h<>hj4
ubh<62>)<29><>}<7D>(h<05>optional<61>h]<5D>j<EFBFBD>)<29><>}<7D>(h<05>optional<61>h]<5D>h<16>optional<61><6C><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjT
hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hjP
ubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> condition<6F>h<EFBFBD>uh+h<>hj4
ubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> refdomain<69>j+<00> refexplicit<69><74><EFBFBD>reftype<70>j<00> reftarget<65>jV
j/<00>j0j<>j1h<>uh+h<>hj<> ubh<16>)<29><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<> hhhNhNubh<16> – <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<> hhhNhNubh<16>7How many positions to 0-pad
the input with. Default: 0.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<> hhhNhNubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<> ubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>ubj)<29><>}<7D>(hhh]<5D>j<EFBFBD>)<29><>}<7D>(h<05>^bias (boolbool, optionaloptional) -- If True add a learnable bias to the
output. Default: True<75>h]<5D>(j<>)<29><>}<7D>(h<05>bias<61>h]<5D>h<16>bias<61><73><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>
hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>
ubh<16> (<28><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>
hhhNhNubh<62>)<29><>}<7D>(hhh]<5D>(h<>)<29><>}<7D>(h<05>bool<6F>h]<5D>j<EFBFBD>)<29><>}<7D>(h<05>bool<6F>h]<5D>h<16>bool<6F><6C><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>
hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>
ubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> condition<6F>h<EFBFBD>uh+h<>hj<>
ubh<62>)<29><>}<7D>(h<05>bool<6F>h]<5D>j<EFBFBD>)<29><>}<7D>(h<05>bool<6F>h]<5D>h<16>bool<6F><6C><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>
hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>
ubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> condition<6F>h<EFBFBD>uh+h<>hj<>
ubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> refdomain<69>j+<00> refexplicit<69><74><EFBFBD>reftype<70>j<00> reftarget<65>j<EFBFBD>
j/<00>j0j<>j1h<>uh+h<>hj<>
ubj<62>)<29><>}<7D>(h<05>, <20>h]<5D>h<16>, <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>
hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>
ubh<62>)<29><>}<7D>(hhh]<5D>(h<>)<29><>}<7D>(h<05>optional<61>h]<5D>j<EFBFBD>)<29><>}<7D>(h<05>optional<61>h]<5D>h<16>optional<61><6C><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>
hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>
ubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> condition<6F>h<EFBFBD>uh+h<>hj<>
ubh<62>)<29><>}<7D>(h<05>optional<61>h]<5D>j<EFBFBD>)<29><>}<7D>(h<05>optional<61>h]<5D>h<16>optional<61><6C><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj ubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> condition<6F>h<EFBFBD>uh+h<>hj<>
ubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> refdomain<69>j+<00> refexplicit<69><74><EFBFBD>reftype<70>j<00> reftarget<65>j j/<00>j0j<>j1h<>uh+h<>hj<>
ubh<16>)<29><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>
hhhNhNubh<16> – <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>
hhhNhNubh<16>If <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>
hhhNhNubj<62>)<29><>}<7D>(h<05>``True``<60>h]<5D>h<16>True<75><65><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj< hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>
hhhNhNubh<16>. add a learnable bias to the
output. Default: <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>
hhhNhNubj<62>)<29><>}<7D>(h<05>``True``<60>h]<5D>h<16>True<75><65><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjN hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>
hhhNhNubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>
ubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>ubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>ubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>ubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>ubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>hhhNhNubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hh@hhhhlhNubeh}<7D>(h!]<5D>h#]<5D>(j+<00>class<73>eh%]<5D>h']<5D>h)]<5D><>domain<69>j+<00>objtype<70>j<EFBFBD> <00>desctype<70>j<EFBFBD> <00>noindex<65><78>uh+h>hhhh hNhNubeh}<7D>(h!]<5D><> mlx-nn-conv2d<32>ah#]<5D>h%]<5D><> mlx.nn.conv2d<32>ah']<5D>h)]<5D>uh+h
hhhhhh,hKubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><>source<63>h,uh+h<01>current_source<63>N<EFBFBD> current_line<6E>N<EFBFBD>settings<67><73>docutils.frontend<6E><64>Values<65><73><EFBFBD>)<29><>}<7D>(hN<> generator<6F>N<EFBFBD> datestamp<6D>N<EFBFBD> source_link<6E>N<EFBFBD>
source_url<EFBFBD>N<EFBFBD> toc_backlinks<6B><73>entry<72><79>footnote_backlinks<6B>K<01> sectnum_xform<72>K<01>strip_comments<74>N<EFBFBD>strip_elements_with_classes<65>N<EFBFBD> strip_classes<65>N<EFBFBD> report_level<65>K<02>
halt_level<EFBFBD>K<05>exit_status_level<65>K<05>debug<75>N<EFBFBD>warning_stream<61>N<EFBFBD> traceback<63><6B><EFBFBD>input_encoding<6E><67> utf-8-sig<69><67>input_encoding_error_handler<65><72>strict<63><74>output_encoding<6E><67>utf-8<><38>output_encoding_error_handler<65>j<EFBFBD> <00>error_encoding<6E><67>utf-8<><38>error_encoding_error_handler<65><72>backslashreplace<63><65> language_code<64><65>en<65><6E>record_dependencies<65>N<EFBFBD>config<69>N<EFBFBD> id_prefix<69>h<06>auto_id_prefix<69><78>id<69><64> dump_settings<67>N<EFBFBD>dump_internals<6C>N<EFBFBD>dump_transforms<6D>N<EFBFBD>dump_pseudo_xml<6D>N<EFBFBD>expose_internals<6C>N<EFBFBD>strict_visitor<6F>N<EFBFBD>_disable_config<69>N<EFBFBD>_source<63>h,<2C> _destination<6F>N<EFBFBD> _config_files<65>]<5D><>file_insertion_enabled<65><64><EFBFBD> raw_enabled<65>K<01>line_length_limit<69>M'<27>pep_references<65>N<EFBFBD> pep_base_url<72><6C>https://peps.python.org/<2F><>pep_file_url_template<74><65>pep-%04d<34><64>rfc_references<65>N<EFBFBD> rfc_base_url<72><6C>&https://datatracker.ietf.org/doc/html/<2F><> tab_width<74>K<08>trim_footnote_reference_space<63><65><EFBFBD>syntax_highlight<68><74>long<6E><67> smart_quotes<65><73><EFBFBD>smartquotes_locales<65>]<5D><>character_level_inline_markup<75><70><EFBFBD>doctitle_xform<72><6D><EFBFBD> docinfo_xform<72>K<01>sectsubtitle_xform<72><6D><EFBFBD> image_loading<6E><67>link<6E><6B>embed_stylesheet<65><74><EFBFBD>cloak_email_addresses<65><73><EFBFBD>section_self_link<6E><6B><EFBFBD>env<6E>Nub<75>reporter<65>N<EFBFBD>indirect_targets<74>]<5D><>substitution_defs<66>}<7D><>substitution_names<65>}<7D><>refnames<65>}<7D><>refids<64>}<7D><>nameids<64>}<7D>j<EFBFBD> j<> s<> nametypes<65>}<7D>j<EFBFBD> <00>sh!}<7D>(j<> h h<hEu<45> footnote_refs<66>}<7D><> citation_refs<66>}<7D><> autofootnotes<65>]<5D><>autofootnote_refs<66>]<5D><>symbol_footnotes<65>]<5D><>symbol_footnote_refs<66>]<5D><> footnotes<65>]<5D><> citations<6E>]<5D><>autofootnote_start<72>K<01>symbol_footnote_start<72>K<00>
id_counter<EFBFBD><EFBFBD> collections<6E><73>Counter<65><72><EFBFBD>}<7D><><EFBFBD>R<EFBFBD><52>parse_messages<65>]<5D><>transform_messages<65>]<5D><> transformer<65>N<EFBFBD> include_log<6F>]<5D><>
decoration<EFBFBD>Nhhub.
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