master/.doctrees/python-api/triton.language.doctree

<EFBFBD><05><><EFBFBD><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>triton.language<67>h]<5D>h	<09>Text<78><74><EFBFBD><EFBFBD>triton.language<67><65><EFBFBD><EFBFBD><EFBFBD>}<7D>(hh<13>parent<6E>hhh<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>hhhhhh<1C>]/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst<73>hKubh)<29><>}<7D>(hhh]<5D>(h)<29><>}<7D>(h<05>Programming Model<65>h]<5D>h<16>Programming Model<65><6C><EFBFBD><EFBFBD><EFBFBD>}<7D>(hh1hh/hhhNhNubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hhh,hhhh+hKubh<00>tabular_col_spec<65><63><EFBFBD>)<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>spec<65><63>\X{1}{2}\X{1}{2}<7D>uh*h=hh,hhh<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:17:<autosummary><3E>hNub<75>sphinx.ext.autosummary<72><79>autosummary_table<6C><65><EFBFBD>)<29><>}<7D>(h<05><>


program_id

Returns the id of the current program instance along the given axis.

num_programs

Returns the number of program instances launched along the given axis.<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$]<5D>h&]<5D>h(]<5D><>colwidth<74>K
uh*h\hhYubh])<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>colwidth<74>KZuh*h\hhYubh	<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>.:obj:`program_id <triton.language.program_id>`<60>h]<5D>h<00>pending_xref<65><66><EFBFBD>)<29><>}<7D>(hh<>h]<5D>h	<09>literal<61><6C><EFBFBD>)<29><>}<7D>(hh<>h]<5D>h<16>
program_id<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhhh<>ubah}<7D>(h ]<5D>h"]<5D>(<28>xref<65><66>py<70><79>py-obj<62>eh$]<5D>h&]<5D>h(]<5D>uh*h<>hh<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>refdoc<6F><63>python-api/triton.language<67><65>	refdomain<69>h<EFBFBD><68>reftype<70><65>obj<62><6A>refexplicit<69><74><EFBFBD>refwarn<72><6E><EFBFBD>	py:module<6C><65>triton.language<67><65>py:class<73>N<EFBFBD>	reftarget<65><74>triton.language.program_id<69>uh*h<>h<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:17:<autosummary><3E>hKhh<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hh<>hKhh~ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hhyubh})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>LReturns the id of the current program instance along the given :code:`axis`.<2E>h]<5D>(h<16>?Returns the id of the current program instance along the given <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>?Returns the id of the current program instance along the given <20>hh<>ubh<62>)<29><>}<7D>(h<05>:code:`axis`<60>h]<5D>h<16>axis<69><73><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>axis<69>hh<>ubah}<7D>(h ]<5D>h"]<5D><>code<64>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hh<>ubh<16>.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>.<2E>hh<>ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>h<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:17:<autosummary><3E>hKhh<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hhyubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hwhhtubhx)<29><>}<7D>(hhh]<5D>(h})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>2:obj:`num_programs <triton.language.num_programs>`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hh<>h]<5D>h<EFBFBD>)<29><>}<7D>(hh<>h]<5D>h<16>num_programs<6D><73><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhhh<>ubah}<7D>(h ]<5D>h"]<5D>(h<><68>py<70><79>py-obj<62>eh$]<5D>h&]<5D>h(]<5D>uh*h<>hh<>ubah}<7D>(h ]<5D>h"]<5D>h$]<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>triton.language.num_programs<6D>uh*h<>h<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:17:<autosummary><3E>hKhh<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hjhKhh<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hh<>ubh})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>NReturns the number of program instances launched along the given :code:`axis`.<2E>h]<5D>(h<16>AReturns the number of program instances launched along the given <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>AReturns the number of program instances launched along the given <20>hj*ubh<62>)<29><>}<7D>(h<05>:code:`axis`<60>h]<5D>h<16>axis<69><73><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>axis<69>hj3ubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hj*ubh<16>.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hh<>hj*ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hhJhKhj'ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hh<>ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hwhhtubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hrhhYubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>cols<6C>Kuh*hWhhTubah}<7D>(h ]<5D>h"]<5D><>	longtable<6C>ah$]<5D>h&]<5D>h(]<5D>uh*hRhhNubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>	xml:space<63><65>preserve<76>uh*hLhh,hhhhJhNubhK<68>autosummary_toc<6F><63><EFBFBD>)<29><>}<7D>(hhh]<5D>h<00>toctree<65><65><EFBFBD>)<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>includefiles<65>]<5D>(<28>/python-api/generated/triton.language.program_id<69><64>1python-api/generated/triton.language.num_programs<6D>e<EFBFBD>entries<65>]<5D>(Nj<4E><00><>Nj<4E><00><>e<EFBFBD>maxdepth<74>J<EFBFBD><4A><EFBFBD><EFBFBD><EFBFBD>glob<6F>N<EFBFBD>caption<6F>N<EFBFBD>
rawentries<EFBFBD>]<5D>uh*jyhjvubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>jrjsuh*jthh,hhhhJhNubeh}<7D>(h ]<5D><>programming-model<65>ah"]<5D>h$]<5D><>programming model<65>ah&]<5D>h(]<5D>uh*h
hhhhhh+hKubh)<29><>}<7D>(hhh]<5D>(h)<29><>}<7D>(h<05>Creation Ops<70>h]<5D>h<16>Creation Ops<70><73><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hj<>hhhNhNubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hhj<>hhhh+hKubh>)<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>hHhIuh*h=hj<>hhh<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:28:<autosummary><3E>hNubhM)<29><>}<7D>(h<05><>


arange

Returns contiguous values within the open interval [start, end).

zeros

Returns a tensor filled with the scalar value 0 for the given shape and dtype.<2E>h]<5D>hS)<29><>}<7D>(hhh]<5D>hX)<29><>}<7D>(hhh]<5D>(h])<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>colwidth<74>K
uh*h\hj<>ubh])<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>colwidth<74>KZuh*h\hj<>ubhs)<29><>}<7D>(hhh]<5D>(hx)<29><>}<7D>(hhh]<5D>(h})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>&:obj:`arange <triton.language.arange>`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>h]<5D>h<16>arange<67><65><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhhj<>ubah}<7D>(h ]<5D>h"]<5D>(h<><68>py<70><79>py-obj<62>eh$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>refdoc<6F>h<EFBFBD><68>	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>triton.language.arange<67>uh*h<>h<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:28:<autosummary><3E>hKhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hjhKhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj<>ubh})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>PReturns contiguous values within the open interval [:code:`start`, :code:`end`).<2E>h]<5D>(h<16>4Returns contiguous values within the open interval [<5B><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>4Returns contiguous values within the open interval [<5B>hjubh<62>)<29><>}<7D>(h<05>
:code:`start`<60>h]<5D>h<16>start<72><74><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>start<72>hjubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hjubh<16>, <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>, <20>hjubh<62>)<29><>}<7D>(h<05>:code:`end`<60>h]<5D>h<16>end<6E><64><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>end<6E>hj1ubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hjubh<16>).<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>).<2E>hjubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>h<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:28:<autosummary><3E>hKhjubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj<>ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hwhj<>ubhx)<29><>}<7D>(hhh]<5D>(h})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>$:obj:`zeros <triton.language.zeros>`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hj`h]<5D>h<EFBFBD>)<29><>}<7D>(hj`h]<5D>h<16>zeros<6F><73><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhhjeubah}<7D>(h ]<5D>h"]<5D>(h<><68>py<70><79>py-obj<62>eh$]<5D>h&]<5D>h(]<5D>uh*h<>hjbubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>refdoc<6F>h<EFBFBD><68>	refdomain<69>jo<00>reftype<70><65>obj<62><6A>refexplicit<69><74><EFBFBD>refwarn<72><6E>h<EFBFBD>h<EFBFBD>h<EFBFBD>Nh<4E><68>triton.language.zeros<6F>uh*h<>h<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:28:<autosummary><3E>hKhj^ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>hKhj[ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hjXubh})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>^Returns a tensor filled with the scalar value 0 for the given :code:`shape` and :code:`dtype`.<2E>h]<5D>(h<16>>Returns a tensor filled with the scalar value 0 for the given <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>>Returns a tensor filled with the scalar value 0 for the given <20>hj<>ubh<62>)<29><>}<7D>(h<05>
:code:`shape`<60>h]<5D>h<16>shape<70><65><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>shape<70>hj<>ubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>ubh<16> and <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05> and <20>hj<>ubh<62>)<29><>}<7D>(h<05>
:code:`dtype`<60>h]<5D>h<16>dtype<70><65><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>dtype<70>hj<>ubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>ubh<16>.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hh<>hj<>ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>hKhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hjXubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hwhj<>ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hrhj<>ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>cols<6C>Kuh*hWhj<>ubah}<7D>(h ]<5D>h"]<5D>jhah$]<5D>h&]<5D>h(]<5D>uh*hRhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>jrjsuh*hLhj<>hhhj<>hNubju)<29><>}<7D>(hhh]<5D>jz)<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>j<EFBFBD>]<5D>(<28>+python-api/generated/triton.language.arange<67><65>*python-api/generated/triton.language.zeros<6F>ej<65>]<5D>(Nj<4E><00><>Nj<4E><00><>ej<65>J<><4A><EFBFBD><EFBFBD>j<EFBFBD>Nj<4E>Nj<4E>]<5D>uh*jyhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>jrjsuh*jthj<>hhhj<>hNubeh}<7D>(h ]<5D><>creation-ops<70>ah"]<5D>h$]<5D><>creation ops<70>ah&]<5D>h(]<5D>uh*h
hhhhhh+hKubh)<29><>}<7D>(hhh]<5D>(h)<29><>}<7D>(h<05>Shape Manipulation Ops<70>h]<5D>h<16>Shape Manipulation Ops<70><73><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjhjhhhNhNubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hhj
hhhh+hKubh>)<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>hHhIuh*h=hj
hhh<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:41:<autosummary><3E>hNubhM)<29><>}<7D>(h<05><>


broadcast_to

Tries to broadcast the given tensor to a new shape.

reshape

Tries to reshape the given tensor to a new shape.

ravel

Returns a contiguous flattened view of x<>h]<5D>hS)<29><>}<7D>(hhh]<5D>hX)<29><>}<7D>(hhh]<5D>(h])<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>colwidth<74>K
uh*h\hj/ubh])<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>colwidth<74>KZuh*h\hj/ubhs)<29><>}<7D>(hhh]<5D>(hx)<29><>}<7D>(hhh]<5D>(h})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>2:obj:`broadcast_to <triton.language.broadcast_to>`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hjQh]<5D>h<EFBFBD>)<29><>}<7D>(hjQh]<5D>h<16>broadcast_to<74><6F><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhhjVubah}<7D>(h ]<5D>h"]<5D>(h<><68>py<70><79>py-obj<62>eh$]<5D>h&]<5D>h(]<5D>uh*h<>hjSubah}<7D>(h ]<5D>h"]<5D>h$]<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>triton.language.broadcast_to<74>uh*h<>h<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:41:<autosummary><3E>hKhjOubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hjrhKhjLubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hjIubh})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>;Tries to broadcast the given tensor to a new :code:`shape`.<2E>h]<5D>(h<16>-Tries to broadcast the given tensor to a new <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>-Tries to broadcast the given tensor to a new <20>hj<>ubh<62>)<29><>}<7D>(h<05>
:code:`shape`<60>h]<5D>h<16>shape<70><65><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>shape<70>hj<>ubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>ubh<16>.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hh<>hj<>ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>h<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:41:<autosummary><3E>hKhjubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hjIubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hwhjFubhx)<29><>}<7D>(hhh]<5D>(h})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>(:obj:`reshape <triton.language.reshape>`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>h]<5D>h<16>reshape<70><65><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhhj<>ubah}<7D>(h ]<5D>h"]<5D>(h<><68>py<70><79>py-obj<62>eh$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>refdoc<6F>h<EFBFBD><68>	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>triton.language.reshape<70>uh*h<>h<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:41:<autosummary><3E>hKhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>hKhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj<>ubh})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>1Tries to reshape the given tensor to a new shape.<2E>h]<5D>h<16>1Tries to reshape the given tensor to a new shape.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>h<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:41:<autosummary><3E>hKhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj<>ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hwhjFubhx)<29><>}<7D>(hhh]<5D>(h})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>$:obj:`ravel <triton.language.ravel>`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hj
h]<5D>h<EFBFBD>)<29><>}<7D>(hj
h]<5D>h<16>ravel<65><6C><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhhjubah}<7D>(h ]<5D>h"]<5D>(h<><68>py<70><79>py-obj<62>eh$]<5D>h&]<5D>h(]<5D>uh*h<>hjubah}<7D>(h ]<5D>h"]<5D>h$]<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>triton.language.ravel<65>uh*h<>h<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:41:<autosummary><3E>hKhjubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hj.hKhjubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hjubh})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>0Returns a contiguous flattened view of :code:`x`<60>h]<5D>(h<16>'Returns a contiguous flattened view of <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>'Returns a contiguous flattened view of <20>hj>ubh<62>)<29><>}<7D>(h<05>	:code:`x`<60>h]<5D>h<16>x<><78><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>x<>hjGubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hj>ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hj'hKhj;ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hjubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hwhjFubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hrhj/ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>cols<6C>Kuh*hWhj,ubah}<7D>(h ]<5D>h"]<5D>jhah$]<5D>h&]<5D>h(]<5D>uh*hRhj(ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>jrjsuh*hLhj
hhhj'hNubju)<29><>}<7D>(hhh]<5D>jz)<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>j<EFBFBD>]<5D>(<28>1python-api/generated/triton.language.broadcast_to<74><6F>,python-api/generated/triton.language.reshape<70><65>*python-api/generated/triton.language.ravel<65>ej<65>]<5D>(Nj<4E><00><>Nj<4E><00><>Nj<4E><00><>ej<65>J<><4A><EFBFBD><EFBFBD>j<EFBFBD>Nj<4E>Nj<4E>]<5D>uh*jyhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>jrjsuh*jthj
hhhj'hNubeh}<7D>(h ]<5D><>shape-manipulation-ops<70>ah"]<5D>h$]<5D><>shape manipulation ops<70>ah&]<5D>h(]<5D>uh*h
hhhhhh+hKubh)<29><>}<7D>(hhh]<5D>(h)<29><>}<7D>(h<05>Linear Algebra Ops<70>h]<5D>h<16>Linear Algebra Ops<70><73><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hj<>hhhNhNubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hhj<>hhhh+hK+ubh>)<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>hHhIuh*h=hj<>hhh<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:50:<autosummary><3E>hNubhM)<29><>}<7D>(h<05>2


dot

Returns the matrix product of two blocks.<2E>h]<5D>hS)<29><>}<7D>(hhh]<5D>hX)<29><>}<7D>(hhh]<5D>(h])<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>colwidth<74>K
uh*h\hj<>ubh])<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>colwidth<74>KZuh*h\hj<>ubhs)<29><>}<7D>(hhh]<5D>hx)<29><>}<7D>(hhh]<5D>(h})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05> :obj:`dot <triton.language.dot>`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>h]<5D>h<16>dot<6F><74><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhhj<>ubah}<7D>(h ]<5D>h"]<5D>(h<><68>py<70><79>py-obj<62>eh$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>refdoc<6F>h<EFBFBD><68>	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>triton.language.dot<6F>uh*h<>h<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:50:<autosummary><3E>hKhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hj	hKhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj<>ubh})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>)Returns the matrix product of two blocks.<2E>h]<5D>h<16>)Returns the matrix product of two blocks.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjhjubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>hKhjubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj<>ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hwhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hrhj<>ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>cols<6C>Kuh*hWhj<>ubah}<7D>(h ]<5D>h"]<5D>jhah$]<5D>h&]<5D>h(]<5D>uh*hRhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>jrjsuh*hLhj<>hhhj<>hNubju)<29><>}<7D>(hhh]<5D>jz)<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>j<EFBFBD>]<5D><>(python-api/generated/triton.language.dot<6F>aj<61>]<5D>NjY<00><>aj<61>J<><4A><EFBFBD><EFBFBD>j<EFBFBD>Nj<4E>Nj<4E>]<5D>uh*jyhjLubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>jrjsuh*jthj<>hhhj<>hNubeh}<7D>(h ]<5D><>linear-algebra-ops<70>ah"]<5D>h$]<5D><>linear algebra ops<70>ah&]<5D>h(]<5D>uh*h
hhhhhh+hK+ubh)<29><>}<7D>(hhh]<5D>(h)<29><>}<7D>(h<05>
Memory Ops<70>h]<5D>h<16>
Memory Ops<70><73><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjphjnhhhNhNubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hhjkhhhh+hK4ubh>)<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>hHhIuh*h=hjkhhh<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:63:<autosummary><3E>hNubhM)<29><>}<7D>(hX<>


load

Return a tensor of data whose values are, elementwise, loaded from memory at location defined by pointer.

store

Stores value tensor of elements in memory, element-wise, at the memory locations specified by pointer.

atomic_cas

Performs an atomic compare-and-swap at the memory location specified by pointer.

atomic_xchg

Performs an atomic exchange at the memory location specified by pointer.<2E>h]<5D>hS)<29><>}<7D>(hhh]<5D>hX)<29><>}<7D>(hhh]<5D>(h])<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>colwidth<74>K
uh*h\hj<>ubh])<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>colwidth<74>KZuh*h\hj<>ubhs)<29><>}<7D>(hhh]<5D>(hx)<29><>}<7D>(hhh]<5D>(h})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>":obj:`load <triton.language.load>`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>h]<5D>h<16>load<61><64><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhhj<>ubah}<7D>(h ]<5D>h"]<5D>(h<><68>py<70><79>py-obj<62>eh$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>refdoc<6F>h<EFBFBD><68>	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>triton.language.load<61>uh*h<>h<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:63:<autosummary><3E>hKhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>hKhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj<>ubh})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>qReturn a tensor of data whose values are, elementwise, loaded from memory at location defined by :code:`pointer`.<2E>h]<5D>(h<16>aReturn a tensor of data whose values are, elementwise, loaded from memory at location defined by <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>aReturn a tensor of data whose values are, elementwise, loaded from memory at location defined by <20>hj<>ubh<62>)<29><>}<7D>(h<05>:code:`pointer`<60>h]<5D>h<16>pointer<65><72><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>pointer<65>hj<>ubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>ubh<16>.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hh<>hj<>ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>h<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:63:<autosummary><3E>hKhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj<>ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hwhj<>ubhx)<29><>}<7D>(hhh]<5D>(h})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>$:obj:`store <triton.language.store>`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hjh]<5D>h<EFBFBD>)<29><>}<7D>(hjh]<5D>h<16>store<72><65><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhhjubah}<7D>(h ]<5D>h"]<5D>(h<><68>py<70><79>py-obj<62>eh$]<5D>h&]<5D>h(]<5D>uh*h<>hjubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>refdoc<6F>h<EFBFBD><68>	refdomain<69>j&<00>reftype<70><65>obj<62><6A>refexplicit<69><74><EFBFBD>refwarn<72><6E>h<EFBFBD>h<EFBFBD>h<EFBFBD>Nh<4E><68>triton.language.store<72>uh*h<>h<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:63:<autosummary><3E>hKhjubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hj8hKhjubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hjubh})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>vStores :code:`value` tensor of elements in memory, element-wise, at the memory locations specified by :code:`pointer`.<2E>h]<5D>(h<16>Stores <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>Stores <20>hjHubh<62>)<29><>}<7D>(h<05>
:code:`value`<60>h]<5D>h<16>value<75><65><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>value<75>hjQubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hjHubh<16>R tensor of elements in memory, element-wise, at the memory locations specified by <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>R tensor of elements in memory, element-wise, at the memory locations specified by <20>hjHubh<62>)<29><>}<7D>(h<05>:code:`pointer`<60>h]<5D>h<16>pointer<65><72><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>pointer<65>hjeubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hjHubh<16>.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hh<>hjHubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>h<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:63:<autosummary><3E>hKhjEubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hjubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hwhj<>ubhx)<29><>}<7D>(hhh]<5D>(h})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>.:obj:`atomic_cas <triton.language.atomic_cas>`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>h]<5D>h<16>
atomic_cas<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhhj<>ubah}<7D>(h ]<5D>h"]<5D>(h<><68>py<70><79>py-obj<62>eh$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>refdoc<6F>h<EFBFBD><68>	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>triton.language.atomic_cas<61>uh*h<>h<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:63:<autosummary><3E>hKhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>hKhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj<>ubh})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>XPerforms an atomic compare-and-swap at the memory location specified by :code:`pointer`.<2E>h]<5D>(h<16>HPerforms an atomic compare-and-swap at the memory location specified by <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>HPerforms an atomic compare-and-swap at the memory location specified by <20>hj<>ubh<62>)<29><>}<7D>(h<05>:code:`pointer`<60>h]<5D>h<16>pointer<65><72><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>pointer<65>hj<>ubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>ubh<16>.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hh<>hj<>ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>h<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:63:<autosummary><3E>hKhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj<>ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hwhj<>ubhx)<29><>}<7D>(hhh]<5D>(h})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>0:obj:`atomic_xchg <triton.language.atomic_xchg>`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>h]<5D>h<16>atomic_xchg<68><67><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhhjubah}<7D>(h ]<5D>h"]<5D>(h<><68>py<70><79>py-obj<62>eh$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<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>triton.language.atomic_xchg<68>uh*h<>h<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:63:<autosummary><3E>hKhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hjhKhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj<>ubh})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>PPerforms an atomic exchange at the memory location specified by :code:`pointer`.<2E>h]<5D>(h<16>@Performs an atomic exchange at the memory location specified by <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>@Performs an atomic exchange at the memory location specified by <20>hj,ubh<62>)<29><>}<7D>(h<05>:code:`pointer`<60>h]<5D>h<16>pointer<65><72><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>pointer<65>hj5ubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hj,ubh<16>.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hh<>hj,ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>hKhj)ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj<>ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hwhj<>ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hrhj<>ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>cols<6C>Kuh*hWhj<>ubah}<7D>(h ]<5D>h"]<5D>jhah$]<5D>h&]<5D>h(]<5D>uh*hRhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>jrjsuh*hLhjkhhhj<>hNubju)<29><>}<7D>(hhh]<5D>jz)<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>j<EFBFBD>]<5D>(<28>)python-api/generated/triton.language.load<61><64>*python-api/generated/triton.language.store<72><65>/python-api/generated/triton.language.atomic_cas<61><73>0python-api/generated/triton.language.atomic_xchg<68>ej<65>]<5D>(Nj<4E><00><>Nj<4E><00><>Nj<4E><00><>Nj<4E><00><>ej<65>J<><4A><EFBFBD><EFBFBD>j<EFBFBD>Nj<4E>Nj<4E>]<5D>uh*jyhjsubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>jrjsuh*jthjkhhhj<>hNubeh}<7D>(h ]<5D><>
memory-ops<70>ah"]<5D>h$]<5D><>
memory ops<70>ah&]<5D>h(]<5D>uh*h
hhhhhh+hK4ubh)<29><>}<7D>(hhh]<5D>(h)<29><>}<7D>(h<05>Indexing Ops<70>h]<5D>h<16>Indexing Ops<70><73><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hj<>hhhNhNubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hhj<>hhhh+hKAubh>)<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>hHhIuh*h=hj<>hhh<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:73:<autosummary><3E>hNubhM)<29><>}<7D>(h<05>S


where

Returns a tensor of elements from either x or y, depending on condition.<2E>h]<5D>hS)<29><>}<7D>(hhh]<5D>hX)<29><>}<7D>(hhh]<5D>(h])<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>colwidth<74>K
uh*h\hj<>ubh])<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>colwidth<74>KZuh*h\hj<>ubhs)<29><>}<7D>(hhh]<5D>hx)<29><>}<7D>(hhh]<5D>(h})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>$:obj:`where <triton.language.where>`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>h]<5D>h<16>where<72><65><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhhj<>ubah}<7D>(h ]<5D>h"]<5D>(h<><68>py<70><79>py-obj<62>eh$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>refdoc<6F>h<EFBFBD><68>	refdomain<69>j<EFBFBD><00>reftype<70><65>obj<62><6A>refexplicit<69><74><EFBFBD>refwarn<72><6E>h<EFBFBD>h<EFBFBD>h<EFBFBD>Nh<4E><68>triton.language.where<72>uh*h<>h<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:73:<autosummary><3E>hKhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>hKhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj<>ubh})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>`Returns a tensor of elements from either :code:`x` or :code:`y`, depending on :code:`condition`.<2E>h]<5D>(h<16>)Returns a tensor of elements from either <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>)Returns a tensor of elements from either <20>hj
ubh<62>)<29><>}<7D>(h<05>	:code:`x`<60>h]<5D>h<16>x<><78><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjOhjubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hj
ubh<16> or <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05> or <20>hj
ubh<62>)<29><>}<7D>(h<05>	:code:`y`<60>h]<5D>h<16>y<><79><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>y<>hj)ubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hj
ubh<16>, depending on <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>, depending on <20>hj
ubh<62>)<29><>}<7D>(h<05>:code:`condition`<60>h]<5D>h<16>	condition<6F><6E><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>	condition<6F>hj=ubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hj
ubh<16>.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hh<>hj
ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>hKhj
ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj<>ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hwhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hrhj<>ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>cols<6C>Kuh*hWhj<>ubah}<7D>(h ]<5D>h"]<5D>jhah$]<5D>h&]<5D>h(]<5D>uh*hRhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>jrjsuh*hLhj<>hhhj<>hNubju)<29><>}<7D>(hhh]<5D>jz)<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>j<EFBFBD>]<5D><>*python-api/generated/triton.language.where<72>aj<61>]<5D>Nj<4E><00><>aj<61>J<><4A><EFBFBD><EFBFBD>j<EFBFBD>Nj<4E>Nj<4E>]<5D>uh*jyhj{ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>jrjsuh*jthj<>hhhj<>hNubeh}<7D>(h ]<5D><>indexing-ops<70>ah"]<5D>h$]<5D><>indexing ops<70>ah&]<5D>h(]<5D>uh*h
hhhhhh+hKAubh)<29><>}<7D>(hhh]<5D>(h)<29><>}<7D>(h<05>Math Ops<70>h]<5D>h<16>Math Ops<70><73><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hj<>hhhNhNubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hhj<>hhhh+hKKubh>)<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>hHhIuh*h=hj<>hhh<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:89:<autosummary><3E>hNubhM)<29><>}<7D>(hXT


exp

Computes the element-wise exponential of x

log

Computes the element-wise natural logarithm of x

cos

Computes the element-wise cosine of x

sin

Computes the element-wise sine of x

sqrt

Computes the element-wise square root of x

sigmoid

Computes the element-wise sigmoid of x

softmax

Computes the element-wise softmax of x<>h]<5D>hS)<29><>}<7D>(hhh]<5D>hX)<29><>}<7D>(hhh]<5D>(h])<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>colwidth<74>K
uh*h\hj<>ubh])<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>colwidth<74>KZuh*h\hj<>ubhs)<29><>}<7D>(hhh]<5D>(hx)<29><>}<7D>(hhh]<5D>(h})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05> :obj:`exp <triton.language.exp>`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>h]<5D>h<16>exp<78><70><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhhj<>ubah}<7D>(h ]<5D>h"]<5D>(h<><68>py<70><79>py-obj<62>eh$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>refdoc<6F>h<EFBFBD><68>	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>triton.language.exp<78>uh*h<>h<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:89:<autosummary><3E>hKhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>hKhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj<>ubh})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>2Computes the element-wise exponential of :code:`x`<60>h]<5D>(h<16>)Computes the element-wise exponential of <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>)Computes the element-wise exponential of <20>hj	ubh<62>)<29><>}<7D>(h<05>	:code:`x`<60>h]<5D>h<16>x<><78><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjOhj	ubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hj	ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>h<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:89:<autosummary><3E>hKhj	ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj<>ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hwhj<>ubhx)<29><>}<7D>(hhh]<5D>(h})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05> :obj:`log <triton.language.log>`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hjA	h]<5D>h<EFBFBD>)<29><>}<7D>(hjA	h]<5D>h<16>log<6F><67><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhhjF	ubah}<7D>(h ]<5D>h"]<5D>(h<><68>py<70><79>py-obj<62>eh$]<5D>h&]<5D>h(]<5D>uh*h<>hjC	ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>refdoc<6F>h<EFBFBD><68>	refdomain<69>jP	<00>reftype<70><65>obj<62><6A>refexplicit<69><74><EFBFBD>refwarn<72><6E>h<EFBFBD>h<EFBFBD>h<EFBFBD>Nh<4E><68>triton.language.log<6F>uh*h<>h<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:89:<autosummary><3E>hKhj?	ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hjb	hKhj<	ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj9	ubh})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>8Computes the element-wise natural logarithm of :code:`x`<60>h]<5D>(h<16>/Computes the element-wise natural logarithm of <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>/Computes the element-wise natural logarithm of <20>hjr	ubh<62>)<29><>}<7D>(h<05>	:code:`x`<60>h]<5D>h<16>x<><78><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjOhj{	ubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hjr	ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>h<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:89:<autosummary><3E>hKhjo	ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj9	ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hwhj<>ubhx)<29><>}<7D>(hhh]<5D>(h})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05> :obj:`cos <triton.language.cos>`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>	h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>	h]<5D>h<16>cos<6F><73><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhhj<>	ubah}<7D>(h ]<5D>h"]<5D>(h<><68>py<70><79>py-obj<62>eh$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>	ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>refdoc<6F>h<EFBFBD><68>	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>triton.language.cos<6F>uh*h<>h<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:89:<autosummary><3E>hKhj<>	ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>	hKhj<>	ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj<>	ubh})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>-Computes the element-wise cosine of :code:`x`<60>h]<5D>(h<16>$Computes the element-wise cosine of <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>$Computes the element-wise cosine of <20>hj<>	ubh<62>)<29><>}<7D>(h<05>	:code:`x`<60>h]<5D>h<16>x<><78><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjOhj<>	ubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>	ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>h<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:89:<autosummary><3E>hKhj<>	ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj<>	ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hwhj<>ubhx)<29><>}<7D>(hhh]<5D>(h})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05> :obj:`sin <triton.language.sin>`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hj
h]<5D>h<EFBFBD>)<29><>}<7D>(hj
h]<5D>h<16>sin<69><6E><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhhj
ubah}<7D>(h ]<5D>h"]<5D>(h<><68>py<70><79>py-obj<62>eh$]<5D>h&]<5D>h(]<5D>uh*h<>hj	
ubah}<7D>(h ]<5D>h"]<5D>h$]<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>triton.language.sin<69>uh*h<>h<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:89:<autosummary><3E>hKhj
ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hj(
hKhj
ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj<>	ubh})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>+Computes the element-wise sine of :code:`x`<60>h]<5D>(h<16>"Computes the element-wise sine of <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>"Computes the element-wise sine of <20>hj8
ubh<62>)<29><>}<7D>(h<05>	:code:`x`<60>h]<5D>h<16>x<><78><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjOhjA
ubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hj8
ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>h<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:89:<autosummary><3E>hKhj5
ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj<>	ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hwhj<>ubhx)<29><>}<7D>(hhh]<5D>(h})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>":obj:`sqrt <triton.language.sqrt>`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hjj
h]<5D>h<EFBFBD>)<29><>}<7D>(hjj
h]<5D>h<16>sqrt<72><74><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhhjo
ubah}<7D>(h ]<5D>h"]<5D>(h<><68>py<70><79>py-obj<62>eh$]<5D>h&]<5D>h(]<5D>uh*h<>hjl
ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>refdoc<6F>h<EFBFBD><68>	refdomain<69>jy
<00>reftype<70><65>obj<62><6A>refexplicit<69><74><EFBFBD>refwarn<72><6E>h<EFBFBD>h<EFBFBD>h<EFBFBD>Nh<4E><68>triton.language.sqrt<72>uh*h<>h<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:89:<autosummary><3E>hKhjh
ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>
hKhje
ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hjb
ubh})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>2Computes the element-wise square root of :code:`x`<60>h]<5D>(h<16>)Computes the element-wise square root of <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>)Computes the element-wise square root of <20>hj<>
ubh<62>)<29><>}<7D>(h<05>	:code:`x`<60>h]<5D>h<16>x<><78><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjOhj<>
ubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>
ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>h<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:89:<autosummary><3E>hKhj<>
ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hjb
ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hwhj<>ubhx)<29><>}<7D>(hhh]<5D>(h})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>(:obj:`sigmoid <triton.language.sigmoid>`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>
h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>
h]<5D>h<16>sigmoid<69><64><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhhj<>
ubah}<7D>(h ]<5D>h"]<5D>(h<><68>py<70><79>py-obj<62>eh$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>
ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>refdoc<6F>h<EFBFBD><68>	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>triton.language.sigmoid<69>uh*h<>h<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:89:<autosummary><3E>hKhj<>
ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>
hKhj<>
ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj<>
ubh})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>.Computes the element-wise sigmoid of :code:`x`<60>h]<5D>(h<16>%Computes the element-wise sigmoid of <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>%Computes the element-wise sigmoid of <20>hj<>
ubh<62>)<29><>}<7D>(h<05>	:code:`x`<60>h]<5D>h<16>x<><78><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjOhjubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>
ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>h<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:89:<autosummary><3E>hKhj<>
ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj<>
ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hwhj<>ubhx)<29><>}<7D>(hhh]<5D>(h})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>(:obj:`softmax <triton.language.softmax>`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hj0h]<5D>h<EFBFBD>)<29><>}<7D>(hj0h]<5D>h<16>softmax<61><78><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhhj5ubah}<7D>(h ]<5D>h"]<5D>(h<><68>py<70><79>py-obj<62>eh$]<5D>h&]<5D>h(]<5D>uh*h<>hj2ubah}<7D>(h ]<5D>h"]<5D>h$]<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>triton.language.softmax<61>uh*h<>h<1C>n/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:89:<autosummary><3E>hKhj.ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hjQhKhj+ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj(ubh})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>.Computes the element-wise softmax of :code:`x`<60>h]<5D>(h<16>%Computes the element-wise softmax of <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>%Computes the element-wise softmax of <20>hjaubh<62>)<29><>}<7D>(h<05>	:code:`x`<60>h]<5D>h<16>x<><78><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjOhjjubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hjaubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>hKhj^ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj(ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hwhj<>ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hrhj<>ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>cols<6C>Kuh*hWhj<>ubah}<7D>(h ]<5D>h"]<5D>jhah$]<5D>h&]<5D>h(]<5D>uh*hRhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>jrjsuh*hLhj<>hhhj<>hNubju)<29><>}<7D>(hhh]<5D>jz)<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>j<EFBFBD>]<5D>(<28>(python-api/generated/triton.language.exp<78><70>(python-api/generated/triton.language.log<6F><67>(python-api/generated/triton.language.cos<6F><73>(python-api/generated/triton.language.sin<69><6E>)python-api/generated/triton.language.sqrt<72><74>,python-api/generated/triton.language.sigmoid<69><64>,python-api/generated/triton.language.softmax<61>ej<65>]<5D>(Nj<4E><00><>Nj<4E><00><>Nj<4E><00><>Nj<4E><00><>Nj<4E><00><>Nj<4E><00><>Nj<4E><00><>ej<65>J<><4A><EFBFBD><EFBFBD>j<EFBFBD>Nj<4E>Nj<4E>]<5D>uh*jyhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>jrjsuh*jthj<>hhhj<>hNubeh}<7D>(h ]<5D><>math-ops<70>ah"]<5D>h$]<5D><>math ops<70>ah&]<5D>h(]<5D>uh*h
hhhhhh+hKKubh)<29><>}<7D>(hhh]<5D>(h)<29><>}<7D>(h<05>
Reduction Ops<70>h]<5D>h<16>
Reduction Ops<70><73><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hj<>hhhNhNubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hhj<>hhhh+hK[ubh>)<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>hHhIuh*h=hj<>hhh<1C>o/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:100:<autosummary><3E>hNubhM)<29><>}<7D>(hX


max

Returns the maximum of all elements in the input tensor along the provided axis

min

Returns the minimum of all elements in the input tensor along the provided axis

sum

Returns the sum of all elements in the input tensor along the provided axis<69>h]<5D>hS)<29><>}<7D>(hhh]<5D>hX)<29><>}<7D>(hhh]<5D>(h])<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>colwidth<74>K
uh*h\hj<>ubh])<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>colwidth<74>KZuh*h\hj<>ubhs)<29><>}<7D>(hhh]<5D>(hx)<29><>}<7D>(hhh]<5D>(h})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05> :obj:`max <triton.language.max>`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hjh]<5D>h<EFBFBD>)<29><>}<7D>(hjh]<5D>h<16>max<61><78><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhhjubah}<7D>(h ]<5D>h"]<5D>(h<><68>py<70><79>py-obj<62>eh$]<5D>h&]<5D>h(]<5D>uh*h<>hjubah}<7D>(h ]<5D>h"]<5D>h$]<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>triton.language.max<61>uh*h<>h<1C>o/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:100:<autosummary><3E>hKhjubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hj3hKhj
ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj
ubh})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>_Returns the maximum of all elements in the :code:`input` tensor along the provided :code:`axis`<60>h]<5D>(h<16>+Returns the maximum of all elements in the <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>+Returns the maximum of all elements in the <20>hjCubh<62>)<29><>}<7D>(h<05>
:code:`input`<60>h]<5D>h<16>input<75><74><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>input<75>hjLubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hjCubh<16> tensor along the provided <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05> tensor along the provided <20>hjCubh<62>)<29><>}<7D>(h<05>:code:`axis`<60>h]<5D>h<16>axis<69><73><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>axis<69>hj`ubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hjCubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>h<1C>o/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:100:<autosummary><3E>hKhj@ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj
ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hwhjubhx)<29><>}<7D>(hhh]<5D>(h})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05> :obj:`min <triton.language.min>`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>h]<5D>h<16>min<69><6E><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhhj<>ubah}<7D>(h ]<5D>h"]<5D>(h<><68>py<70><79>py-obj<62>eh$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>refdoc<6F>h<EFBFBD><68>	refdomain<69>j<EFBFBD><00>reftype<70><65>obj<62><6A>refexplicit<69><74><EFBFBD>refwarn<72><6E>h<EFBFBD>h<EFBFBD>h<EFBFBD>Nh<4E><68>triton.language.min<69>uh*h<>h<1C>o/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:100:<autosummary><3E>hKhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>hKhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj<>ubh})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>_Returns the minimum of all elements in the :code:`input` tensor along the provided :code:`axis`<60>h]<5D>(h<16>+Returns the minimum of all elements in the <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>+Returns the minimum of all elements in the <20>hj<>ubh<62>)<29><>}<7D>(h<05>
:code:`input`<60>h]<5D>h<16>input<75><74><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>input<75>hj<>ubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>ubh<16> tensor along the provided <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05> tensor along the provided <20>hj<>ubh<62>)<29><>}<7D>(h<05>:code:`axis`<60>h]<5D>h<16>axis<69><73><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>axis<69>hj<>ubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>h<1C>o/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:100:<autosummary><3E>hKhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj<>ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hwhjubhx)<29><>}<7D>(hhh]<5D>(h})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05> :obj:`sum <triton.language.sum>`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hj
h]<5D>h<EFBFBD>)<29><>}<7D>(hj
h]<5D>h<16>sum<75><6D><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhhj
ubah}<7D>(h ]<5D>h"]<5D>(h<><68>py<70><79>py-obj<62>eh$]<5D>h&]<5D>h(]<5D>uh*h<>hj
ubah}<7D>(h ]<5D>h"]<5D>h$]<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>triton.language.sum<75>uh*h<>h<1C>o/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:100:<autosummary><3E>hKhj
ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hj#
hKhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj<>ubh})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>[Returns the sum of all elements in the :code:`input` tensor along the provided :code:`axis`<60>h]<5D>(h<16>'Returns the sum of all elements in the <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>'Returns the sum of all elements in the <20>hj3
ubh<62>)<29><>}<7D>(h<05>
:code:`input`<60>h]<5D>h<16>input<75><74><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>input<75>hj<
ubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hj3
ubh<16> tensor along the provided <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05> tensor along the provided <20>hj3
ubh<62>)<29><>}<7D>(h<05>:code:`axis`<60>h]<5D>h<16>axis<69><73><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>axis<69>hjP
ubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hj3
ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>hKhj0
ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj<>ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hwhjubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hrhj<>ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>cols<6C>Kuh*hWhj<>ubah}<7D>(h ]<5D>h"]<5D>jhah$]<5D>h&]<5D>h(]<5D>uh*hRhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>jrjsuh*hLhj<>hhhj<>hNubju)<29><>}<7D>(hhh]<5D>jz)<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>j<EFBFBD>]<5D>(<28>(python-api/generated/triton.language.max<61><78>(python-api/generated/triton.language.min<69><6E>(python-api/generated/triton.language.sum<75>ej<65>]<5D>(Nj<4E>
<00><>Nj<4E>
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ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>jrjsuh*jthj<>hhhj<>hNubeh}<7D>(h ]<5D><>
reduction-ops<70>ah"]<5D>h$]<5D><>
reduction ops<70>ah&]<5D>h(]<5D>uh*h
hhhhhh+hK[ubh)<29><>}<7D>(hhh]<5D>(h)<29><>}<7D>(h<05>
Atomic Ops<70>h]<5D>h<16>
Atomic Ops<70><73><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>
hj<>
hhhNhNubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hhj<>
hhhh+hKfubh>)<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>hHhIuh*h=hj<>
hhh<1C>o/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:113:<autosummary><3E>hNubhM)<29><>}<7D>(hXS


atomic_cas

Performs an atomic compare-and-swap at the memory location specified by pointer.

atomic_add

Performs an atomic add at the memory location specified by pointer.

atomic_max

Performs an atomic max at the memory location specified by pointer.

atomic_min

Performs an atomic min at the memory location specified by pointer.<2E>h]<5D>hS)<29><>}<7D>(hhh]<5D>hX)<29><>}<7D>(hhh]<5D>(h])<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>colwidth<74>K
uh*h\hj<>
ubh])<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>colwidth<74>KZuh*h\hj<>
ubhs)<29><>}<7D>(hhh]<5D>(hx)<29><>}<7D>(hhh]<5D>(h})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>.:obj:`atomic_cas <triton.language.atomic_cas>`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>
h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>
h]<5D>h<16>
atomic_cas<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhhj<>
ubah}<7D>(h ]<5D>h"]<5D>(h<><68>py<70><79>py-obj<62>eh$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>
ubah}<7D>(h ]<5D>h"]<5D>h$]<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>triton.language.atomic_cas<61>uh*h<>h<1C>o/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:113:<autosummary><3E>hKhj<>
ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hjhKhj<>
ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj<>
ubh})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>XPerforms an atomic compare-and-swap at the memory location specified by :code:`pointer`.<2E>h]<5D>(h<16>HPerforms an atomic compare-and-swap at the memory location specified by <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>HPerforms an atomic compare-and-swap at the memory location specified by <20>hj"ubh<62>)<29><>}<7D>(h<05>:code:`pointer`<60>h]<5D>h<16>pointer<65><72><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>pointer<65>hj+ubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hj"ubh<16>.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hh<>hj"ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>h<1C>o/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:113:<autosummary><3E>hKhjubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj<>
ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hwhj<>
ubhx)<29><>}<7D>(hhh]<5D>(h})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>.:obj:`atomic_add <triton.language.atomic_add>`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hjYh]<5D>h<EFBFBD>)<29><>}<7D>(hjYh]<5D>h<16>
atomic_add<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhhj^ubah}<7D>(h ]<5D>h"]<5D>(h<><68>py<70><79>py-obj<62>eh$]<5D>h&]<5D>h(]<5D>uh*h<>hj[ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>refdoc<6F>h<EFBFBD><68>	refdomain<69>jh<00>reftype<70><65>obj<62><6A>refexplicit<69><74><EFBFBD>refwarn<72><6E>h<EFBFBD>h<EFBFBD>h<EFBFBD>Nh<4E><68>triton.language.atomic_add<64>uh*h<>h<1C>o/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:113:<autosummary><3E>hKhjWubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hjzhKhjTubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hjQubh})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>KPerforms an atomic add at the memory location specified by :code:`pointer`.<2E>h]<5D>(h<16>;Performs an atomic add at the memory location specified by <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>;Performs an atomic add at the memory location specified by <20>hj<>ubh<62>)<29><>}<7D>(h<05>:code:`pointer`<60>h]<5D>h<16>pointer<65><72><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>pointer<65>hj<>ubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>ubh<16>.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hh<>hj<>ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>h<1C>o/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:113:<autosummary><3E>hKhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hjQubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hwhj<>
ubhx)<29><>}<7D>(hhh]<5D>(h})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>.:obj:`atomic_max <triton.language.atomic_max>`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>h]<5D>h<16>
atomic_max<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhhj<>ubah}<7D>(h ]<5D>h"]<5D>(h<><68>py<70><79>py-obj<62>eh$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>refdoc<6F>h<EFBFBD><68>	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>triton.language.atomic_max<61>uh*h<>h<1C>o/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:113:<autosummary><3E>hKhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>hKhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj<>ubh})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>KPerforms an atomic max at the memory location specified by :code:`pointer`.<2E>h]<5D>(h<16>;Performs an atomic max at the memory location specified by <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>;Performs an atomic max at the memory location specified by <20>hj<>ubh<62>)<29><>}<7D>(h<05>:code:`pointer`<60>h]<5D>h<16>pointer<65><72><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>pointer<65>hj<>ubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>ubh<16>.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hh<>hj<>ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>h<1C>o/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:113:<autosummary><3E>hKhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj<>ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hwhj<>
ubhx)<29><>}<7D>(hhh]<5D>(h})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>.:obj:`atomic_min <triton.language.atomic_min>`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hj)h]<5D>h<EFBFBD>)<29><>}<7D>(hj)h]<5D>h<16>
atomic_min<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhhj.ubah}<7D>(h ]<5D>h"]<5D>(h<><68>py<70><79>py-obj<62>eh$]<5D>h&]<5D>h(]<5D>uh*h<>hj+ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>refdoc<6F>h<EFBFBD><68>	refdomain<69>j8<00>reftype<70><65>obj<62><6A>refexplicit<69><74><EFBFBD>refwarn<72><6E>h<EFBFBD>h<EFBFBD>h<EFBFBD>Nh<4E><68>triton.language.atomic_min<69>uh*h<>h<1C>o/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:113:<autosummary><3E>hKhj'ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hjJhKhj$ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj!ubh})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>KPerforms an atomic min at the memory location specified by :code:`pointer`.<2E>h]<5D>(h<16>;Performs an atomic min at the memory location specified by <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>;Performs an atomic min at the memory location specified by <20>hjZubh<62>)<29><>}<7D>(h<05>:code:`pointer`<60>h]<5D>h<16>pointer<65><72><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>pointer<65>hjcubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hjZubh<16>.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hh<>hjZubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>
hKhjWubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj!ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hwhj<>
ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hrhj<>
ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>cols<6C>Kuh*hWhj<>
ubah}<7D>(h ]<5D>h"]<5D>jhah$]<5D>h&]<5D>h(]<5D>uh*hRhj<>
ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>jrjsuh*hLhj<>
hhhj<>
hNubju)<29><>}<7D>(hhh]<5D>jz)<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>j<EFBFBD>]<5D>(<28>/python-api/generated/triton.language.atomic_cas<61><73>/python-api/generated/triton.language.atomic_add<64><64>/python-api/generated/triton.language.atomic_max<61><78>/python-api/generated/triton.language.atomic_min<69>ej<65>]<5D>(Nj<4E><00><>Nj<4E><00><>Nj<4E><00><>Nj<4E><00><>ej<65>J<><4A><EFBFBD><EFBFBD>j<EFBFBD>Nj<4E>Nj<4E>]<5D>uh*jyhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>jrjsuh*jthj<>
hhhj<>
hNubeh}<7D>(h ]<5D><>
atomic-ops<70>ah"]<5D>h$]<5D><>
atomic ops<70>ah&]<5D>h(]<5D>uh*h
hhhhhh+hKfubh)<29><>}<7D>(hhh]<5D>(h)<29><>}<7D>(h<05>Comparison ops<70>h]<5D>h<16>Comparison ops<70><73><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj<>hj<>hhhNhNubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hhj<>hhhh+hKsubh>)<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>hHhIuh*h=hj<>hhh<1C>o/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:123:<autosummary><3E>hNubhM)<29><>}<7D>(h<05>r


minimum

Computes the element-wise minimum of x and y.

maximum

Computes the element-wise maximum of x and y.<2E>h]<5D>hS)<29><>}<7D>(hhh]<5D>hX)<29><>}<7D>(hhh]<5D>(h])<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>colwidth<74>K
uh*h\hj<>ubh])<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>colwidth<74>KZuh*h\hj<>ubhs)<29><>}<7D>(hhh]<5D>(hx)<29><>}<7D>(hhh]<5D>(h})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>(:obj:`minimum <triton.language.minimum>`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hj
h]<5D>h<EFBFBD>)<29><>}<7D>(hj
h]<5D>h<16>minimum<75><6D><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhhjubah}<7D>(h ]<5D>h"]<5D>(h<><68>py<70><79>py-obj<62>eh$]<5D>h&]<5D>h(]<5D>uh*h<>hjubah}<7D>(h ]<5D>h"]<5D>h$]<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>triton.language.minimum<75>uh*h<>h<1C>o/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:123:<autosummary><3E>hKhjubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hj+hKhjubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hjubh})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>=Computes the element-wise minimum of :code:`x` and :code:`y`.<2E>h]<5D>(h<16>%Computes the element-wise minimum of <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>%Computes the element-wise minimum of <20>hj;ubh<62>)<29><>}<7D>(h<05>	:code:`x`<60>h]<5D>h<16>x<><78><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjOhjDubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hj;ubh<16> and <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05> and <20>hj;ubh<62>)<29><>}<7D>(h<05>	:code:`y`<60>h]<5D>h<16>y<><79><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj1hjWubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hj;ubh<16>.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hh<>hj;ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>h<1C>o/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:123:<autosummary><3E>hKhj8ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hjubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hwhj<>ubhx)<29><>}<7D>(hhh]<5D>(h})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>(:obj:`maximum <triton.language.maximum>`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>h]<5D>h<16>maximum<75><6D><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhhj<>ubah}<7D>(h ]<5D>h"]<5D>(h<><68>py<70><79>py-obj<62>eh$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>refdoc<6F>h<EFBFBD><68>	refdomain<69>j<EFBFBD><00>reftype<70><65>obj<62><6A>refexplicit<69><74><EFBFBD>refwarn<72><6E>h<EFBFBD>h<EFBFBD>h<EFBFBD>Nh<4E><68>triton.language.maximum<75>uh*h<>h<1C>o/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:123:<autosummary><3E>hKhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>hKhjubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj|ubh})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>=Computes the element-wise maximum of :code:`x` and :code:`y`.<2E>h]<5D>(h<16>%Computes the element-wise maximum of <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>%Computes the element-wise maximum of <20>hj<>ubh<62>)<29><>}<7D>(h<05>	:code:`x`<60>h]<5D>h<16>x<><78><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjOhj<>ubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>ubh<16> and <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05> and <20>hj<>ubh<62>)<29><>}<7D>(h<05>	:code:`y`<60>h]<5D>h<16>y<><79><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj1hj<>ubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>ubh<16>.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hh<>hj<>ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>hKhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj|ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hwhj<>ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hrhj<>ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>cols<6C>Kuh*hWhj<>ubah}<7D>(h ]<5D>h"]<5D>jhah$]<5D>h&]<5D>h(]<5D>uh*hRhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>jrjsuh*hLhj<>hhhj<>hNubju)<29><>}<7D>(hhh]<5D>jz)<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>j<EFBFBD>]<5D>(<28>,python-api/generated/triton.language.minimum<75><6D>,python-api/generated/triton.language.maximum<75>ej<65>]<5D>(Nj<00><>Nj<00><>ej<65>J<><4A><EFBFBD><EFBFBD>j<EFBFBD>Nj<4E>Nj<4E>]<5D>uh*jyhjubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>jrjsuh*jthj<>hhhj<>hNubh	<09>target<65><74><EFBFBD>)<29><>}<7D>(h<05>.. _Random Number Generation:<3A>h]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>refid<69><64>random-number-generation<6F>uh*j'hK|hj<>hhhh+ubeh}<7D>(h ]<5D><>comparison-ops<70>ah"]<5D>h$]<5D><>comparison ops<70>ah&]<5D>h(]<5D>uh*h
hhhhhh+hKsubh)<29><>}<7D>(hhh]<5D>(h)<29><>}<7D>(h<05>Random Number Generation<6F>h]<5D>h<16>Random Number Generation<6F><6E><EFBFBD><EFBFBD><EFBFBD>}<7D>(hjBhj@hhhNhNubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hhj=hhhh+hKubh>)<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>hHhIuh*h=hj=hhh<1C>o/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:137:<autosummary><3E>hNubhM)<29><>}<7D>(hX|


randint4x

Given a seed scalar and an offset block, returns four blocks of random int32.

randint

Given a seed scalar and an offset block, returns a single block of random int32.

rand

Given a seed scalar and an offset block, returns a block of random float32 in U(0, 1)

randn

Given a seed scalar and an offset block, returns a block of random float32 in \mathcal{N}(0, 1)<29>h]<5D>hS)<29><>}<7D>(hhh]<5D>hX)<29><>}<7D>(hhh]<5D>(h])<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>colwidth<74>K
uh*h\hj_ubh])<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>colwidth<74>KZuh*h\hj_ubhs)<29><>}<7D>(hhh]<5D>(hx)<29><>}<7D>(hhh]<5D>(h})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>,:obj:`randint4x <triton.language.randint4x>`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>h]<5D>h<16>	randint4x<34><78><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhhj<>ubah}<7D>(h ]<5D>h"]<5D>(h<><68>py<70><79>py-obj<62>eh$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>refdoc<6F>h<EFBFBD><68>	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>triton.language.randint4x<34>uh*h<>h<1C>o/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:137:<autosummary><3E>hKhjubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>hKhj|ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hjyubh})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>eGiven a :code:`seed` scalar and an :code:`offset` block, returns four blocks of random :code:`int32`.<2E>h]<5D>(h<16>Given a <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>Given a <20>hj<>ubh<62>)<29><>}<7D>(h<05>:code:`seed`<60>h]<5D>h<16>seed<65><64><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>seed<65>hj<>ubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>ubh<16> scalar and an <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05> scalar and an <20>hj<>ubh<62>)<29><>}<7D>(h<05>:code:`offset`<60>h]<5D>h<16>offset<65><74><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>offset<65>hj<>ubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>ubh<16>& block, returns four blocks of random <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>& block, returns four blocks of random <20>hj<>ubh<62>)<29><>}<7D>(h<05>
:code:`int32`<60>h]<5D>h<16>int32<33><32><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>int32<33>hj<>ubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>ubh<16>.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hh<>hj<>ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>h<1C>o/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:137:<autosummary><3E>hKhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hjyubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hwhjvubhx)<29><>}<7D>(hhh]<5D>(h})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>(:obj:`randint <triton.language.randint>`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hjh]<5D>h<EFBFBD>)<29><>}<7D>(hjh]<5D>h<16>randint<6E><74><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhhjubah}<7D>(h ]<5D>h"]<5D>(h<><68>py<70><79>py-obj<62>eh$]<5D>h&]<5D>h(]<5D>uh*h<>hjubah}<7D>(h ]<5D>h"]<5D>h$]<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>triton.language.randint<6E>uh*h<>h<1C>o/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:137:<autosummary><3E>hKhjubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hj2hKhjubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj	ubh})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>hGiven a :code:`seed` scalar and an :code:`offset` block, returns a single block of random :code:`int32`.<2E>h]<5D>(h<16>Given a <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>Given a <20>hjBubh<62>)<29><>}<7D>(h<05>:code:`seed`<60>h]<5D>h<16>seed<65><64><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>seed<65>hjKubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hjBubh<16> scalar and an <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05> scalar and an <20>hjBubh<62>)<29><>}<7D>(h<05>:code:`offset`<60>h]<5D>h<16>offset<65><74><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>offset<65>hj_ubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hjBubh<16>) block, returns a single block of random <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>) block, returns a single block of random <20>hjBubh<62>)<29><>}<7D>(h<05>
:code:`int32`<60>h]<5D>h<16>int32<33><32><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>int32<33>hjsubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hjBubh<16>.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hh<>hjBubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>h<1C>o/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:137:<autosummary><3E>hKhj?ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj	ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hwhjvubhx)<29><>}<7D>(hhh]<5D>(h})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>":obj:`rand <triton.language.rand>`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>h]<5D>h<16>rand<6E><64><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhhj<>ubah}<7D>(h ]<5D>h"]<5D>(h<><68>py<70><79>py-obj<62>eh$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>refdoc<6F>h<EFBFBD><68>	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>triton.language.rand<6E>uh*h<>h<1C>o/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:137:<autosummary><3E>hKhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>hKhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hj<>ubh})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>uGiven a :code:`seed` scalar and an :code:`offset` block, returns a block of random :code:`float32` in :math:`U(0, 1)`<60>h]<5D>(h<16>Given a <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>Given a <20>hj<>ubh<62>)<29><>}<7D>(h<05>:code:`seed`<60>h]<5D>h<16>seed<65><64><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>seed<65>hj<>ubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>ubh<16> scalar and an <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05> scalar and an <20>hj<>ubh<62>)<29><>}<7D>(h<05>:code:`offset`<60>h]<5D>h<16>offset<65><74><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>offse
hhhhhh+hK<4B>
referenced<EFBFBD>K<01>expect_referenced_by_name<6D>}<7D>jj)s<>expect_referenced_by_id<69>}<7D>j4j)subh)<29><>}<7D>(hhh]<5D>(h)<29><>}<7D>(h<05>Compiler Hint Ops<70>h]<5D>h<16>Compiler Hint Ops<70><73><EFBFBD><EFBFBD><EFBFBD>}<7D>(hj!hjhhhNhNubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hhjhhhh+hK<>ubh>)<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>hHhIuh*h=hjhhh<1C>o/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:145:<autosummary><3E>hNubhM)<29><>}<7D>(h<05>\


multiple_of

Let the compiler knows that the values in input are all multiples of value.<2E>h]<5D>hS)<29><>}<7D>(hhh]<5D>hX)<29><>}<7D>(hhh]<5D>(h])<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>colwidth<74>K
uh*h\hj>ubh])<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>colwidth<74>KZuh*h\hj>ubhs)<29><>}<7D>(hhh]<5D>hx)<29><>}<7D>(hhh]<5D>(h})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>0:obj:`multiple_of <triton.language.multiple_of>`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hj`h]<5D>h<EFBFBD>)<29><>}<7D>(hj`h]<5D>h<16>multiple_of<6F><66><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhhjeubah}<7D>(h ]<5D>h"]<5D>(h<><68>py<70><79>py-obj<62>eh$]<5D>h&]<5D>h(]<5D>uh*h<>hjbubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>refdoc<6F>h<EFBFBD><68>	refdomain<69>jo<00>reftype<70><65>obj<62><6A>refexplicit<69><74><EFBFBD>refwarn<72><6E>h<EFBFBD>h<EFBFBD>h<EFBFBD>Nh<4E><68>triton.language.multiple_of<6F>uh*h<>h<1C>o/tmp/tmpd9zaamfp/76bfac9f15ebc3e3cadcacefce71918b12928407/docs/python-api/triton.language.rst:145:<autosummary><3E>hKhj^ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>hKhj[ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hjXubh})<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>[Let the compiler knows that the values in :code:`input` are all multiples of :code:`value`.<2E>h]<5D>(h<16>*Let the compiler knows that the values in <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>*Let the compiler knows that the values in <20>hj<>ubh<62>)<29><>}<7D>(h<05>
:code:`input`<60>h]<5D>h<16>input<75><74><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>input<75>hj<>ubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>ubh<16> are all multiples of <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05> are all multiples of <20>hj<>ubh<62>)<29><>}<7D>(h<05>
:code:`value`<60>h]<5D>h<16>value<75><65><EFBFBD><EFBFBD><EFBFBD>}<7D>(h<05>value<75>hj<>ubah}<7D>(h ]<5D>h"]<5D>h<EFBFBD>ah$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>ubh<16>.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hh<>hj<>ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hj6hKhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h|hjXubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hwhjUubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*hrhj>ubeh}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>cols<6C>Kuh*hWhj;ubah}<7D>(h ]<5D>h"]<5D>jhah$]<5D>h&]<5D>h(]<5D>uh*hRhj7ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>jrjsuh*hLhjhhhj6hNubju)<29><>}<7D>(hhh]<5D>jz)<29><>}<7D>(hhh]<5D>h}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>j<EFBFBD>]<5D><>0python-api/generated/triton.language.multiple_of<6F>aj<61>]<5D>Nj<4E><00><>aj<61>J<><4A><EFBFBD><EFBFBD>j<EFBFBD>Nj<4E>Nj<4E>]<5D>uh*jyhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>jrjsuh*jthjhhhj6hNubeh}<7D>(h ]<5D><>compiler-hint-ops<70>ah"]<5D>h$]<5D><>compiler hint ops<70>ah&]<5D>h(]<5D>uh*h
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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>j5<00>error_encoding<6E><67>utf-8<><38>error_encoding_error_handler<65><72>backslashreplace<63><65>
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docinfo_xform<72>K<01>sectsubtitle_xform<72><6D><EFBFBD>embed_stylesheet<65><74><EFBFBD>cloak_email_addresses<65><73><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>j4]<5D>j)as<61>nameids<64>}<7D>(jj
j<>j<>j
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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>jCKs<><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: "random number generation".<2E>h]<5D>h<16>?Duplicate implicit target name: “random number generation”.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>ja<>level<65>K<01>type<70><65>INFO<46><4F>source<63>h+<2B>line<6E>Kuh*j<>hj=hhhh+hKuba<62>transform_messages<65>]<5D>j<EFBFBD>)<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(hhh]<5D>h<16>>Hyperlink target "random-number-generation" is not referenced.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(hhhj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D>uh*h<>hj<>ubah}<7D>(h ]<5D>h"]<5D>h$]<5D>h&]<5D>h(]<5D><>level<65>K<01>type<70>j<EFBFBD><00>source<63>h+<2B>line<6E>K|uh*j<>uba<62>transformer<65>N<EFBFBD>
decoration<EFBFBD>Nhhub.