mlx/docs/build/doctrees/python/nn/_autosummary/mlx.nn.Module.unfreeze.doctree

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descclassname<6D>eh%]<5D>h']<5D>h)]<5D><>	xml:space<63><65>preserve<76>uh+hIhhEhhh<1D>h/Users/awnihannun/repos/mlx/python/mlx/nn/layers/base.py:docstring of mlx.nn.layers.base.Module.unfreeze<7A>hNubh<00>	desc_name<6D><65><EFBFBD>)<29><>}<7D>(h<05>unfreeze<7A>h]<5D>h<16>unfreeze<7A><65><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>s*, recurse: bool = True, keys: ~typing.Optional[~typing.Union[str, ~typing.List[str]]] = None, strict: bool = False<73>h]<5D>(h<00>desc_parameter<65><72><EFBFBD>)<29><>}<7D>(h<05>
*<2A>h]<5D>h<00>desc_sig_operator<6F><72><EFBFBD>)<29><>}<7D>(h<05>
*<2A>h]<5D>h<16>
*<2A><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hh~hhhNhNubah}<7D>(h!]<5D>h#]<5D><>
o<>ah%]<5D>h']<5D>h)]<5D>uh+h|hhxubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>h[h\uh+hvhhrubhw)<29><>}<7D>(h<05>recurse: boolbool = True<75>h]<5D>(h<00>
desc_sig_name<6D><65><EFBFBD>)<29><>}<7D>(h<05>recurse<73>h]<5D>h<16>recurse<73><65><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<>ubh<00>desc_sig_space<63><65><EFBFBD>)<29><>}<7D>(h<05>
 <20>h]<5D>h<16>
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w<>ah%]<5D>h']<5D>h)]<5D>uh+h<>hh<>ubh<62>)<29><>}<7D>(h<05>boolbool<6F>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>bool<6F>h]<5D>h<16>bool<6F><6C><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>bool<6F>h]<5D>h<16>bool<6F><6C><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>bool<6F><6C>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<>ubh<62>)<29><>}<7D>(h<05>
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hhhNhNubah}<7D>(h!]<5D>h#]<5D>h<EFBFBD>ah%]<5D>h']<5D>h)]<5D>uh+h<>hh<>ubh})<29><>}<7D>(h<05>
=<3D>h]<5D>h<16>
=<3D><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj
hhhNhNubah}<7D>(h!]<5D>h#]<5D>h<EFBFBD>ah%]<5D>h']<5D>h)]<5D>uh+h|hh<>ubh<62>)<29><>}<7D>(h<05>
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hhhNhNubah}<7D>(h!]<5D>h#]<5D>h<EFBFBD>ah%]<5D>h']<5D>h)]<5D>uh+h<>hh<>ubh	<09>inline<6E><65><EFBFBD>)<29><>}<7D>(h<05>True<75>h]<5D>h<16>True<75><65><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj7
hhhNhNubah}<7D>(h!]<5D>h#]<5D><>
default_value<75>ah%]<5D>h']<5D>h)]<5D><>support_smartquotes<65><73>uh+j5
hh<>ubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>h[h\uh+hvhhrubhw)<29><>}<7D>(h<05>Ckeys: OptionalOptional[UnionUnion[strstr, ListList[strstr]]] = None<6E>h]<5D>(h<>)<29><>}<7D>(h<05>keys<79>h]<5D>h<16>keys<79><73><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjQ
hhhNhNubah}<7D>(h!]<5D>h#]<5D>h<EFBFBD>ah%]<5D>h']<5D>h)]<5D>uh+h<>hjM
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<>hjM
ubh<62>)<29><>}<7D>(h<05>
 <20>h]<5D>h<16>
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hhhNhNubah}<7D>(h!]<5D>h#]<5D>h<EFBFBD>ah%]<5D>h']<5D>h)]<5D>uh+h<>hjM
ubh<62>)<29><>}<7D>(h<05>6OptionalOptional[UnionUnion[strstr, ListList[strstr]]]<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}<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>h<16>Optional<61><6C><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.Optional<61><6C>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>)<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>j<EFBFBD>
<00>	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>)<29><>}<7D>(hhh]<5D>(h<>)<29><>}<7D>(h<05>str<74>h]<5D>h<16>
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>h<EFBFBD><68>	reftarget<65><74>str<74><72>refspecific<69><63><EFBFBD>	py:module<6C>j
<00>py:class<73>Nuh+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>(hj4hhhNhNubah}<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>List<73>h]<5D>h<16>List<73><74><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjEhhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><>	condition<6F>h<EFBFBD>uh+h<>hjBubh<62>)<29><>}<7D>(h<05>List<73>h]<5D>h<16>List<73><74><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjThhhNhNubah}<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>h<EFBFBD><68>reftype<70>j<EFBFBD>
<00>	reftarget<65><74>typing.List<73><74>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>(hjphhhNhNubah}<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>str<74>h]<5D>h<16>str<74><72><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>str<74>h]<5D>h<16>str<74><72><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>h<EFBFBD><68>	reftarget<65><74>str<74><72>refspecific<69><63><EFBFBD>	py:module<6C>j
<00>py:class<73>Nuh+h<>hj{
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ubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>h[h\uh+hvhhrubhw)<29><>}<7D>(h<05>strict: boolbool = False<73>h]<5D>(h<>)<29><>}<7D>(h<05>strict<63>h]<5D>h<16>strict<63><74><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>
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<00>py:class<73>Nuh+h<>hjIubah}<7D>(h!]<5D>h#]<5D>h<EFBFBD>ah%]<5D>h']<5D>h)]<5D>uh+h<>hjubh<62>)<29><>}<7D>(h<05>
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ah%]<5D>h']<5D>h)]<5D><>support_smartquotes<65><73>uh+j5
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hh@hhubh<00>desc_content<6E><74><EFBFBD>)<29><>}<7D>(hhh]<5D>(h	<09>	paragraph<70><68><EFBFBD>)<29><>}<7D>(h<05>1Unfreeze the Module's parameters or some of them.<2E>h]<5D>h<16>3Unfreeze the Module’s parameters or some of them.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>h<1D>h/Users/awnihannun/repos/mlx/python/mlx/nn/layers/base.py:docstring of mlx.nn.layers.base.Module.unfreeze<7A>hK
hj<>hhubj<62>)<29><>}<7D>(h<05>OThis function is idempotent ie unfreezing a model that is not frozen is
a noop.<2E>h]<5D>h<16>OThis function is idempotent ie unfreezing a model that is not frozen is
a noop.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>hKhj<>hhubh	<09>rubric<69><63><EFBFBD>)<29><>}<7D>(h<05>Example<6C>h]<5D>h<16>Example<6C><65><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>hhhj<>hKubj<62>)<29><>}<7D>(h<05>BFor instance to only train the biases of a Transformer one can do:<3A>h]<5D>h<16>BFor instance to only train the biases of a Transformer one can do:<3A><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjhhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hj<>hKhj<>hhubh	<09>
literal_block<63><6B><EFBFBD>)<29><>}<7D>(h<05>Cmodel = nn.Transformer()
model.freeze()
model.unfreeze(keys="bias")<29>h]<5D>h<16>Cmodel = nn.Transformer()
model.freeze()
model.unfreeze(keys="bias")<29><><EFBFBD><EFBFBD><EFBFBD>}<7D>hjsbah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>h[h\<5C>force<63><65><EFBFBD>language<67><65>python<6F><6E>highlight_args<67>}<7D>uh+jhj<>hK
hj<>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>(hj6hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j4hj1hh]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>vrecurse (boolbool, optionaloptional) -- If True then unfreeze the parameters of the
submodules as well. Default: True.<2E>h]<5D>(h<00>literal_strong<6E><67><EFBFBD>)<29><>}<7D>(h<05>recurse<73>h]<5D>h<16>recurse<73><65><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjYhhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+jWhjSubh<16> (<28><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjShhhNhNubh<62>)<29><>}<7D>(hhh]<5D>(h<>)<29><>}<7D>(h<05>bool<6F>h]<5D>h<00>literal_emphasis<69><73><EFBFBD>)<29><>}<7D>(h<05>bool<6F>h]<5D>h<16>bool<6F><6C><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjthhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+jrhjnubah}<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>js)<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+jrhj<>ubah}<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><6E>py<70><79>refexplicit<69><74><EFBFBD>reftype<70>h<EFBFBD><68>	reftarget<65>j<EFBFBD><00>refspecific<69><63><EFBFBD>	py:module<6C>j<EFBFBD><00>py:class<73><73>Module<6C>uh+h<>hjSubjs)<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+jrhjSubh<62>)<29><>}<7D>(hhh]<5D>(h<>)<29><>}<7D>(h<05>optional<61>h]<5D>js)<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+jrhj<>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>js)<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+jrhj<>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<EFBFBD><00>refexplicit<69><74><EFBFBD>reftype<70>h<EFBFBD><68>	reftarget<65>j<EFBFBD>j<><00>j<EFBFBD>j<>j<>j<>uh+h<>hjSubh<16>
)<29><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjShhhNhNubh<16> – <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjShhhNhNubh<16>IIf True then unfreeze the parameters of the
submodules as well. Default: <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjShhhNhNubh	<09>literal<61><6C><EFBFBD>)<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
hjShhhNhNubh<16>
.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjShhhNhNubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j<>hjPubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+jNhjKubjO)<29><>}<7D>(hhh]<5D>j<EFBFBD>)<29><>}<7D>(h<05><>keys (strstr or listlist[strstr], optionaloptional) -- If provided then only these
parameters will be unfrozen otherwise all the parameters of a
module. For instance unfreeze all biases by calling
module.unfreeze(keys="bias").<2E>h]<5D>(jX)<29><>}<7D>(h<05>keys<79>h]<5D>h<16>keys<79><73><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj1hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+jWhj-ubh<16> (<28><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj-hhhNhNubh<62>)<29><>}<7D>(hhh]<5D>(h<>)<29><>}<7D>(h<05>str<74>h]<5D>js)<29><>}<7D>(h<05>str<74>h]<5D>h<16>str<74><72><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjJhhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+jrhjFubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><>	condition<6F>h<EFBFBD>uh+h<>hjCubh<62>)<29><>}<7D>(h<05>str<74>h]<5D>js)<29><>}<7D>(h<05>str<74>h]<5D>h<16>str<74><72><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjchhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+jrhj_ubah}<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<EFBFBD><00>refexplicit<69><74><EFBFBD>reftype<70>h<EFBFBD><68>	reftarget<65>jej<><00>j<EFBFBD>j<>j<>j<>uh+h<>hj-ubjs)<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+jrhj-ubh<62>)<29><>}<7D>(hhh]<5D>(h<>)<29><>}<7D>(h<05>list<73>h]<5D>js)<29><>}<7D>(h<05>list<73>h]<5D>h<16>list<73><74><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+jrhj<>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>list<73>h]<5D>js)<29><>}<7D>(h<05>list<73>h]<5D>h<16>list<73><74><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+jrhj<>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<EFBFBD><00>refexplicit<69><74><EFBFBD>reftype<70>h<EFBFBD><68>	reftarget<65>j<EFBFBD>j<><00>j<EFBFBD>j<>j<>j<>uh+h<>hj-ubjs)<29><>}<7D>(h<05>
[<5B>h]<5D>h<16>
[<5B><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+jrhj-ubh<62>)<29><>}<7D>(hhh]<5D>(h<>)<29><>}<7D>(h<05>str<74>h]<5D>js)<29><>}<7D>(h<05>str<74>h]<5D>h<16>str<74><72><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+jrhj<>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>str<74>h]<5D>js)<29><>}<7D>(h<05>str<74>h]<5D>h<16>str<74><72><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+jrhj<>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<EFBFBD><00>refexplicit<69><74><EFBFBD>reftype<70>h<EFBFBD><68>	reftarget<65>j<EFBFBD>j<><00>j<EFBFBD>j<>j<>j<>uh+h<>hj-ubjs)<29><>}<7D>(h<05>
]<5D>h]<5D>h<16>
]<5D><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjhhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+jrhj-ubjs)<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+jrhj-ubh<62>)<29><>}<7D>(hhh]<5D>(h<>)<29><>}<7D>(h<05>optional<61>h]<5D>js)<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+jrhj;ubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><>	condition<6F>h<EFBFBD>uh+h<>hj8ubh<62>)<29><>}<7D>(h<05>optional<61>h]<5D>js)<29><>}<7D>(h<05>optional<61>h]<5D>h<16>optional<61><6C><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjXhhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+jrhjTubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><>	condition<6F>h<EFBFBD>uh+h<>hj8ubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><>	refdomain<69>j<EFBFBD><00>refexplicit<69><74><EFBFBD>reftype<70>h<EFBFBD><68>	reftarget<65>jZj<><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><>If provided then only these
parameters will be unfrozen otherwise all the parameters of a
module. For instance unfreeze all biases by calling
<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj-hhhNhNubj)<29><>}<7D>(h<05> ``module.unfreeze(keys="bias")``<60>h]<5D>h<16>module.unfreeze(keys="bias")<29><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j
hj-hhhNhNubh<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+jNhjKubjO)<29><>}<7D>(hhh]<5D>j<EFBFBD>)<29><>}<7D>(h<05>jstrict (boolbool, optionaloptional) -- If set to True validate that the passed keys exist.
Default: False.<2E>h]<5D>(jX)<29><>}<7D>(h<05>strict<63>h]<5D>h<16>strict<63><74><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+jWhj<>ubh<16> (<28><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubh<62>)<29><>}<7D>(hhh]<5D>(h<>)<29><>}<7D>(h<05>bool<6F>h]<5D>js)<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+jrhj<>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>js)<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+jrhj<>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<EFBFBD><00>refexplicit<69><74><EFBFBD>reftype<70>h<EFBFBD><68>	reftarget<65>j<EFBFBD>j<><00>j<EFBFBD>j<>j<>j<>uh+h<>hj<>ubjs)<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+jrhj<>ubh<62>)<29><>}<7D>(hhh]<5D>(h<>)<29><>}<7D>(h<05>optional<61>h]<5D>js)<29><>}<7D>(h<05>optional<61>h]<5D>h<16>optional<61><6C><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjhhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+jrhj
ubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D><>	condition<6F>h<EFBFBD>uh+h<>hjubh<62>)<29><>}<7D>(h<05>optional<61>h]<5D>js)<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+jrhj#ubah}<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>j<EFBFBD><00>refexplicit<69><74><EFBFBD>reftype<70>h<EFBFBD><68>	reftarget<65>j)j<><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>
If set to <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubj)<29><>}<7D>(h<05>``True``<60>h]<5D>h<16>True<75><65><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjRhhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j
hj<>hhhNhNubh<16>/ validate that the passed keys exist.
Default: <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hhhNhNubj)<29><>}<7D>(h<05>	``False``<60>h]<5D>h<16>False<73><65><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjdhhhNhNubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+j
hj<>hhhNhNubh<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+jNhjKubeh}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+jIhjFubah}<7D>(h!]<5D>h#]<5D>h%]<5D>h']<5D>h)]<5D>uh+jDhj1ubeh}<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@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-unfreeze<7A>ah#]<5D>h%]<5D><>mlx.nn.module.unfreeze<7A>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
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