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<EFBFBD><05>62<00>sphinx.addnodes<65><73>document<6E><74><EFBFBD>)<29><>}<7D>(<28> rawsource<63><65><00><>children<65>]<5D>(<28>docutils.nodes<65><73>target<65><74><EFBFBD>)<29><>}<7D>(h<05>.. _transforms:<3A>h]<5D><>
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<EFBFBD>line<6E>K<01>parent<6E>h<03> _document<6E>h<03>source<63><65>:/Users/awnihannun/repos/mlx/docs/src/python/transforms.rst<73>ubh <09>section<6F><6E><EFBFBD>)<29><>}<7D>(hhh]<5D>(h <09>title<6C><65><EFBFBD>)<29><>}<7D>(h<05>
Transforms<EFBFBD>h]<5D>h <09>Text<78><74><EFBFBD><EFBFBD>
Transforms<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>}<7D>(h h+h!hh"NhNubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhh)h h&h!hh"h#hKubh<00>tabular_col_spec<65><63><EFBFBD>)<29><>}<7D>(hhh]<5D>h}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D><>spec<65><63>\X{1}{2}\X{1}{2}<7D>uhh;h h&h!hh"<22>K/Users/awnihannun/repos/mlx/docs/src/python/transforms.rst:17:<autosummary><3E>hNub<75>sphinx.ext.autosummary<72><79>autosummary_table<6C><65><EFBFBD>)<29><>}<7D>(hX
eval(*args)
Evaluate an array or tree of array.
grad(fun[, argnums, argnames])
Returns a function which computes the gradient of fun.
value_and_grad(fun[, argnums, argnames])
Returns a function which computes the value and gradient of fun.
jvp(fun, primals, tangents)
Compute the Jacobian-vector product.
vjp(fun, primals, cotangents)
Compute the vector-Jacobian product.
vmap(fun[, in_axes, out_axes])
Returns a vectorized version of fun.
simplify(*args)
Simplify the graph that computes the arrays.<2E>h]<5D>h <09>table<6C><65><EFBFBD>)<29><>}<7D>(hhh]<5D>h <09>tgroup<75><70><EFBFBD>)<29><>}<7D>(hhh]<5D>(h <09>colspec<65><63><EFBFBD>)<29><>}<7D>(hhh]<5D>h}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D><>colwidth<74>K
uhhZh hWubh[)<29><>}<7D>(hhh]<5D>h}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D><>colwidth<74>KZuhhZh hWubh <09>tbody<64><79><EFBFBD>)<29><>}<7D>(hhh]<5D>(h <09>row<6F><77><EFBFBD>)<29><>}<7D>(hhh]<5D>(h <09>entry<72><79><EFBFBD>)<29><>}<7D>(hhh]<5D>h <09> paragraph<70><68><EFBFBD>)<29><>}<7D>(h<05>*:py:obj:`eval <mlx.core.eval>`\ \(\*args\)<29>h]<5D>(h<00> pending_xref<65><66><EFBFBD>)<29><>}<7D>(h<05>:py:obj:`eval <mlx.core.eval>`<60>h]<5D>h <09>literal<61><6C><EFBFBD>)<29><>}<7D>(hh<>h]<5D>h0<68>eval<61><6C><EFBFBD><EFBFBD><EFBFBD>}<7D>(h h<>h!hh"NhNubah}<7D>(h]<5D>h]<5D>(<28>xref<65><66>py<70><79>py-obj<62>eh]<5D>h]<5D>h]<5D>uhh<>h h<>ubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D><>refdoc<6F><63>python/transforms<6D><73> refdomain<69>h<EFBFBD><68>reftype<70><65>obj<62><6A> refexplicit<69><74><EFBFBD>refwarn<72><6E><EFBFBD> py:module<6C><65>mlx.core<72><65>py:class<73>N<EFBFBD> reftarget<65><74> 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refdomain<69>j<EFBFBD><00>reftype<70><65>obj<62><6A> refexplicit<69><74><EFBFBD>refwarn<72><6E>h<EFBFBD>h<EFBFBD>h<EFBFBD>Nh<4E><68>mlx.core.value_and_grad<61>uhh<>h"<22>K/Users/awnihannun/repos/mlx/docs/src/python/transforms.rst:17:<autosummary><3E>hKh j<>ubh0<68>(fun[, argnums, argnames])<29><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h j<>h!hh"NhNubeh}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhh"j<>hKh j<>ubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhzh j<>ubh{)<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>DReturns a function which computes the value and gradient of ``fun``.<2E>h]<5D>(h0<68><Returns a function which computes the value and gradient of <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h j<>h!hh"NhNubh<62>)<29><>}<7D>(h<05>``fun``<60>h]<5D>h0<68>fun<75><6E><EFBFBD><EFBFBD><EFBFBD>}<7D>(h j<>h!hh"NhNubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhh<>h j<>ubh0<68>.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h j<>h!hh"NhNubeh}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhh"<22>K/Users/awnihannun/repos/mlx/docs/src/python/transforms.rst:17:<autosummary><3E>hKh j<>ubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhzh j<>ubeh}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhuh hrub
h!hh"NhNubah}<7D>(h]<5D>h]<5D>(h<><68>py<70><79>py-obj<62>eh]<5D>h]<5D>h]<5D>uhh<>h jubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D><>refdoc<6F>h<EFBFBD><68> refdomain<69>j<00>reftype<70><65>obj<62><6A> refexplicit<69><74><EFBFBD>refwarn<72><6E>h<EFBFBD>h<EFBFBD>h<EFBFBD>Nh<4E><68> mlx.core.jvp<76>uhh<>h"<22>K/Users/awnihannun/repos/mlx/docs/src/python/transforms.rst:17:<autosummary><3E>hKh jubh0<68>(fun, primals, tangents)<29><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h jh!hh"NhNubeh}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhh"j&hKh j<>ubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhzh j<>ubh{)<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>$Compute the Jacobian-vector product.<2E>h]<5D>h0<68>$Compute the Jacobian-vector product.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h j:h!hh"NhNubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhh"<22>K/Users/awnihannun/repos/mlx/docs/src/python/transforms.rst:17:<autosummary><3E>hKh j7ubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhzh j<>ubeh}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhuh hrubhv)<29><>}<7D>(hhh]<5D>(h{)<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05><:py:obj:`vjp <mlx.core.vjp>`\ \(fun\, primals\, cotangents\)<29>h]<5D>(h<>)<29><>}<7D>(h<05>:py:obj:`vjp <mlx.core.vjp>`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hjah]<5D>h0<68>vjp<6A><70><EFBFBD><EFBFBD><EFBFBD>}<7D>(h jch!hh"NhNubah}<7D>(h]<5D>h]<5D>(h<><68>py<70><79>py-obj<62>eh]<5D>h]<5D>h]<5D>uhh<>h j_ubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D><>refdoc<6F>h<EFBFBD><68> refdomain<69>jm<00>reftype<70><65>obj<62><6A> refexplicit<69><74><EFBFBD>refwarn<72><6E>h<EFBFBD>h<EFBFBD>h<EFBFBD>Nh<4E><68> mlx.core.vjp<6A>uhh<>h"<22>K/Users/awnihannun/repos/mlx/docs/src/python/transforms.rst:17:<autosummary><3E>hKh j[ubh0<68>(fun, primals, cotangents)<29><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h j[h!hh"NhNubeh}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhh"jhKh jXubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhzh jUubh{)<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>$Compute the vector-Jacobian product.<2E>h]<5D>h0<68>$Compute the vector-Jacobian 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id_counter<EFBFBD><EFBFBD> collections<6E><73>Counter<65><72><EFBFBD>}<7D>j<EFBFBD>Ks<><73>R<EFBFBD><52>parse_messages<65>]<5D>h <09>system_message<67><65><EFBFBD>)<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>-Duplicate implicit target name: "transforms".<2E>h]<5D>h0<68>1Duplicate implicit target name: “transforms”.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h jQh!hh"NhNubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhh jNubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>j<EFBFBD>a<>level<65>K<01>type<70><65>INFO<46><4F>source<63>h#<23>line<6E>KuhjLh h&h!hh"h#hKuba<62>transform_messages<65>]<5D>jM)<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(hhh]<5D>h0<68>0Hyperlink target "transforms" is not referenced.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>h josbah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhh jlubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D><>level<65>K<01>type<70>jg<00>source<63>h#<23>line<6E>KuhjLuba<62> transformer<65>N<EFBFBD> include_log<6F>]<5D><>
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