Files
mlx/docs/build/doctrees/python/nn/_autosummary/mlx.nn.Module.apply.doctree

21 lines
15 KiB
Plaintext
Raw Normal View History

2024-01-17 17:15:29 -08:00
<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.Module.apply<6C>h]<5D>h <09>Text<78><74><EFBFBD><EFBFBD>mlx.nn.Module.apply<6C><79><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>S/Users/awnihannun/repos/mlx/docs/src/python/nn/_autosummary/mlx.nn.Module.apply.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>apply() (mlx.nn.Module method)<29><>mlx.nn.Module.apply<6C>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><>Module.apply(map_fn: ~typing.Callable[[~mlx.core.array], ~mlx.core.array], filter_fn: ~typing.Optional[~typing.Callable[[mlx.nn.Module, str, ~typing.Any], bool]] = None)<29>h]<5D>(h<00> desc_addname<6D><65><EFBFBD>)<29><>}<7D>(h<05>Module.<2E>h]<5D>h<16>Module.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhKhhhNhNubah}<7D>(h!]<5D>h#]<5D>(<28> sig-prename<6D><65> descclassname<6D>eh%]<5D>h']<5D>h)]<5D><> xml:space<63><65>preserve<76>uh+hIhhEhhh<1D>e/Users/awnihannun/repos/mlx/python/mlx/nn/layers/base.py:docstring of mlx.nn.layers.base.Module.apply<6C>hNubh<00> desc_name<6D><65><EFBFBD>)<29><>}<7D>(h<05>apply<6C>h]<5D>h<16>apply<6C><79><EFBFBD><EFBFBD><EFBFBD>}<7D>(hh`hhhNhNubah}<7D>(h!]<5D>h#]<5D>(<28>sig-name<6D><65>descname<6D>eh%]<5D>h']<5D>h)]<5D>h[h\uh+h^hhEhhhh]hNubh<00>desc_parameterlist<73><74><EFBFBD>)<29><>}<7D>(h<05><>map_fn: ~typing.Callable[[~mlx.core.array], ~mlx.core.array], filter_fn: ~typing.Optional[~typing.Callable[[mlx.nn.Module, str, ~typing.Any], bool]] = None<6E>h]<5D>(h<00>desc_parameter<65><72><EFBFBD>)<29><>}<7D>(h<05>2map_fn: CallableCallable[[arrayarray], arrayarray]<5D>h]<5D>(h<00> desc_sig_name<6D><65><EFBFBD>)<29><>}<7D>(h<05>map_fn<66>h]<5D>h<16>map_fn<66><6E><EFBFBD><EFBFBD><EFBFBD>}<7D>(hh~hhhNhNubah}<7D>(h!]<5D>h#]<5D><>n<>ah%]<5D>h']<5D>h)]<5D>uh+h|hhxubh<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<>hhxubh<00>desc_sig_space<63><65><EFBFBD>)<29><>}<7D>(h<05> <20>h]<5D>h<16> <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hh<>hhhNhNubah}<7D>(h!]<5D>h#]<5D><>w<>ah%]<5D>h']<5D>h)]<5D>uh+h<>hhxubh})<29><>}<7D>(h<05>*CallableCallable[[arrayarray], arrayarray]<5D>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>Callable<6C>h]<5D>h<16>Callable<6C><65><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>Callable<6C>h]<5D>h<16>Callable<6C><65><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>obj<62><6A> reftarget<65><74>typing.Callable<6C><65> refspecific<69><63><EFBFBD> py:module<6C><65>mlx.nn<6E><6E>py:class<73>Nuh+h<>hh<>ubh<62>)<29><>}<7D>(h<05>[<5B>h]<5D>h<16>[<5B><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hh<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h<EFBFBD>ah%]<5D>h']<5D>h)]<5D>uh+h<>hh<>ubh<62>)<29><>}<7D>(h<05>[<5B>h]<5D>h<16>[<5B><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hh<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h<EFBFBD>ah%]<5D>h']<5D>h)]<5D>uh+h<>hh<>ubh<62>)<29><>}<7D>(hhh]<5D>(h<>)<29><>}<7D>(h<05>array<61>h]<5D>h<16>array<61><79><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> condition<6F>h<EFBFBD>uh+h<>hjubh<62>)<29><>}<7D>(h<05>array<61>h]<5D>h<16>array<61><79><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjhhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> condition<6F>h<EFBFBD>uh+h<>hjubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> refdomain<69>h<EFBFBD><68>reftype<70><65>class<73><73> reftarget<65><74>mlx.core.array<61><79> refspecific<69><63><EFBFBD> py:module<6C>h<EFBFBD><68>py:class<73>Nuh+h<>hh<>ubh<62>)<29><>}<7D>(h<05>]<5D>h]<5D>h<16>]<5D><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj5hhhNhNubah}<7D>(h!]<5D>h#]<5D>h<EFBFBD>ah%]<5D>h']<5D>h)]<5D>uh+h<>hh<>ubh<62>)<29><>}<7D>(h<05>,<2C>h]<5D>h<16>,<2C><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjChhhNhNubah}<7D>(h!]<5D>h#]<5D>h<EFBFBD>ah%]<5D>h']<5D>h)]<5D>uh+h<>hh<>ubh<62>)<29><>}<7D>(h<05> <20>h]<5D>h<16> <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjQhhhNhNubah}<7D>(h!]<5D>h#]<5D>h<EFBFBD>ah%]<5D>h']<5D>h)]<5D>uh+h<>hh<>ubh<62>)<29><>}<7D>(hhh]<5D>(h<>)<29><>}<7D>(h<05>array<61>h]<5D>h<16>array<61><79><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjbhhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> condition<6F>h<EFBFBD>uh+h<>hj_ubh<62>)<29><>}<7D>(h<05>array<61>h]<5D>h<16>array<61><79><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjqhhhNhNubah}<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>j/<00> reftarget<65><74>mlx.core.array<61><79> refspecific<69><63><EFBFBD> py:module<6C>h<EFBFBD><68>py:class<73>Nuh+h<>hh<>ubh<62>)<29><>}<7D>(h<05>]<5D>h]<5D>h<16>]<5D><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h<EFBFBD>ah%]<5D>h']<5D>h)]<5D>uh+h<>hh<>ubeh}<7D>(h!]<5D>h#]<5D>h<EFBFBD>ah%]<5D>h']<5D>h)]<5D>uh+h|hhxubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>h[h\uh+hvhhrubhw)<29><>}<7D>(h<05>efilter_fn: OptionalOptional[CallableCallable[[Modulemlx.nn.Module, strstr, AnyAny], boolbool]] = None<6E>h]<5D>(h})<29><>}<7D>(h<05> filter_fn<66>h]<5D>h<16> filter_fn<66><6E><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<>ubh<62>)<29><>}<7D>(h<05> <20>h]<5D>h<16> <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h<EFBFBD>ah%]<5D>h']<5D>h)]<5D>uh+h<>hj<>ubh})<29><>}<7D>(h<05>SOptionalOptional[CallableCallable[[Modulemlx.nn.Module, strstr, AnyAny], boolbool]]<5D>h]<5D>(h<>)<29><>}<7D>(hhh]<5D>(h<>)<29><>}<7D>(h<05>Optional<61>h]<5D>h<16>Optional<61><6C><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah
typing.Any<6E><79> refspecific<69><63><EFBFBD> py:module<6C>h<EFBFBD><68>py:class<73>Nuh+h<>hj<>ubh<62>)<29><>}<7D>(h<05>]<5D>h]<5D>h<16>]<5D><><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>,<2C>h]<5D>h<16>,<2C><><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> <20>h]<5D>h<16> <20><><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>(hhh]<5D>(h<>)<29><>}<7D>(h<05>bool<6F>h]<5D>h<16>bool<6F><6C><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjNhhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> condition<6F>h<EFBFBD>uh+h<>hjKubh<62>)<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><> condition<6F>h<EFBFBD>uh+h<>hjKubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> refdomain<69>h<EFBFBD><68>reftype<70>j/<00> reftarget<65><74>bool<6F><6C> refspecific<69><63><EFBFBD> py:module<6C>h<EFBFBD><68>py:class<73>Nuh+h<>hj<>ubh<62>)<29><>}<7D>(h<05>]<5D>h]<5D>h<16>]<5D><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjyhhhNhNubah}<7D>(h!]<5D>h#]<5D>h<EFBFBD>ah%]<5D>h']<5D>h)]<5D>uh+h<>hj<>ubh<62>)<29><>}<7D>(h<05>]<5D>h]<5D>h<16>]<5D><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h<EFBFBD>ah%]<5D>h']<5D>h)]<5D>uh+h<>hj<>ubeh}<7D>(h!]<5D>h#]<5D>h<EFBFBD>ah%]<5D>h']<5D>h)]<5D>uh+h|hj<>ubh<62>)<29><>}<7D>(h<05> <20>h]<5D>h<16> <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h<EFBFBD>ah%]<5D>h']<5D>h)]<5D>uh+h<>hj<>ubh<00>desc_sig_operator<6F><72><EFBFBD>)<29><>}<7D>(h<05>=<3D>h]<5D>h<16>=<3D><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D><>o<>ah%]<5D>h']<5D>h)]<5D>uh+j<>hj<>ubh<62>)<29><>}<7D>(h<05> <20>h]<5D>h<16> <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h<EFBFBD>ah%]<5D>h']<5D>h)]<5D>uh+h<>hj<>ubh <09>inline<6E><65><EFBFBD>)<29><>}<7D>(h<05>None<6E>h]<5D>h<16>None<6E><65><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D><> default_value<75>ah%]<5D>h']<5D>h)]<5D><>support_smartquotes<65><73>uh+j<>hj<>ubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>h[h\uh+hvhhrubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>h[h\uh+hphhEhhhh]hNubeh}<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>j/<00>Module<6C><65>fullname<6D><65> Module.apply<6C>uh+hChh]hKhh@hhubh<00> desc_content<6E><74><EFBFBD>)<29><>}<7D>(hhh]<5D>(h <09> paragraph<70><68><EFBFBD>)<29><>}<7D>(h<05>rMap all the parameters using the provided ``map_fn`` and immediately
update the module with the mapped parameters.<2E>h]<5D>(h<16>*Map all the parameters using the provided <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubh <09>literal<61><6C><EFBFBD>)<29><>}<7D>(h<05>
``map_fn``<60>h]<5D>h<16>map_fn<66><6E><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjhhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+jhj<>ubh<16>> and immediately
update the module with the mapped parameters.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>h<1D>e/Users/awnihannun/repos/mlx/python/mlx/nn/layers/base.py:docstring of mlx.nn.layers.base.Module.apply<6C>hKhj<>hhubj<62>)<29><>}<7D>(h<05>kFor instance running ``model.apply(lambda x: x.astype(mx.float16))``
casts all parameters to 16 bit floats.<2E>h]<5D>(h<16>For instance running <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjhhhNhNubj)<29><>}<7D>(h<05>/``model.apply(lambda x: x.astype(mx.float16))``<60>h]<5D>h<16>+model.apply(lambda x: x.astype(mx.float16))<29><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj%hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+jhjubh<16>'
casts all parameters to 16 bit floats.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjhhhNhNubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hjhKhj<>hhubh <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>(hjIhhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+jGhjDhh]hKubh <09>
field_body<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>(hhh]<5D>j<EFBFBD>)<29><>}<7D>(h<05>;map_fn (CallableCallable) -- Maps an array to another array<61>h]<5D>(h<00>literal_strong<6E><67><EFBFBD>)<29><>}<7D>(h<05>map_fn<66>h]<5D>h<16>map_fn<66><6E><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjlhhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+jjhjfubh<16> (<28><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjfhhhNhNubh<62>)<29><>}<7D>(hhh]<5D>(h<>)<29><>}<7D>(h<05>Callable<6C>h]<5D>h<00>literal_emphasis<69><73><EFBFBD>)<29><>}<7D>(h<05>Callable<6C>h]<5D>h<16>Callable<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>Callable<6C>h]<5D>j<EFBFBD>)<29><>}<7D>(h<05>Callable<6C>h]<5D>h<16>Callable<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><6E>py<70><79> refexplicit<69><74><EFBFBD>reftype<70>j/<00> reftarget<65>j<EFBFBD><00> refspecific<69><63><EFBFBD> py:module<6C>j<EFBFBD><00>py:class<73><73>Module<6C>uh+h<>hjfubh<16>)<29><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjfhhhNhNubh<16> <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjfhhhNhNubh<16>Maps an array to another array<61><79><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjfhhhNhNubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hjcubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+jahj^ubjb)<29><>}<7D>(hhh]<5D>j<EFBFBD>)<29><>}<7D>(h<05><>filter_fn (CallableCallable, optionaloptional) -- Filter to select which arrays to
map (default: Module.valid_parameter_filter()).<2E>h]<5D>(jk)<29><>}<7D>(h<05> filter_fn<66>h]<5D>h<16> filter_fn<66><6E><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+jjhj<>ubh<16> (<28><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubh<62>)<29><>}<7D>(hhh]<5D>(h<>)<29><>}<7D>(h<05>Callable<6C>h]<5D>j<EFBFBD>)<29><>}<7D>(h<05>Callable<6C>h]<5D>h<16>Callable<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>Callable<6C>h]<5D>j<EFBFBD>)<29><>}<7D>(h<05>Callable<6C>h]<5D>h<16>Callable<6C><65><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjhhhNhNubah}<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<>hj<>ubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> refdomain<69>j<EFBFBD><00> refexplicit<69><74><EFBFBD>reftype<70>j/<00> reftarget<65>jj<><00>j<EFBFBD>j<>j<>j<>uh+h<>hj<>ubj<62>)<29><>}<7D>(h<05>, <20>h]<5D>h<16>, <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj4hhhNhNubah}<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>(hjIhhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hjEubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> condition<6F>h<EFBFBD>uh+h<>hjBubh<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>(hjbhhhNhNubah}<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<>hjBubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><> refdomain<69>j<EFBFBD><00> refexplicit<69><74><EFBFBD>reftype<70>j/<00> reftarget<65>jdj<><00>j<EFBFBD>j<>j<>j<>uh+h<>hj<>ubh<16>)<29><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubh<16> <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubh<16>/Filter to select which arrays to
map (default: <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubh<62>)<29><>}<7D>(h<05>%:meth:`Module.valid_parameter_filter`<60>h]<5D>j)<29><>}<7D>(hj<>h]<5D>h<16>Module.valid_parameter_filter()<29><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>(<28>xref<65><66>py<70><79>py-meth<74>eh%]<5D>h']<5D>h)]<5D>uh+jhj<>ubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><>refdoc<6F><63>*python/nn/_autosummary/mlx.nn.Module.apply<6C><79> refdomain<69>j<EFBFBD><00>reftype<70><65>meth<74><68> refexplicit<69><74><EFBFBD>refwarn<72><6E>j<EFBFBD>j<>j<>j<><00> reftarget<65><74>Module.valid_parameter_filter<65>uh+h<>hjhK hj<>hhubh<16>).<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+jahj^ubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j\hjYubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+jWhjDubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+jBhj?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@hhhh]hNubeh}<7D>(h!]<5D>h#]<5D>(j<><00>method<6F>eh%]<5D>h']<5D>h)]<5D><>domain<69>j<EFBFBD><00>objtype<70>j<EFBFBD><00>desctype<70>j<EFBFBD><00>noindex<65><78>uh+h>hhhh hNhNubeh}<7D>(h!]<5D><>mlx-nn-module-apply<6C>ah#]<5D>h%]<5D><>mlx.nn.module.apply<6C>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<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.