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<li class="toctree-l3"><a class="reference internal" href="generated/triton.dot.html">triton.dot</a></li>
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<li class="toctree-l2"><a class="reference internal" href="#memory-ops">Memory Ops</a><ul>
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<li class="toctree-l3"><a class="reference internal" href="generated/triton.load.html">triton.load</a></li>
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<li class="toctree-l2"><a class="reference internal" href="#math-ops">Math Ops</a><ul>
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<li class="toctree-l3"><a class="reference internal" href="generated/triton.exp.html">triton.exp</a></li>
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<li class="toctree-l3"><a class="reference internal" href="generated/triton.log.html">triton.log</a></li>
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<li class="toctree-l2"><a class="reference internal" href="#reduction-ops">Reduction Ops</a><ul>
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<li class="toctree-l3"><a class="reference internal" href="generated/triton.max.html">triton.max</a></li>
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<li class="toctree-l2"><a class="reference internal" href="#comparison-ops">Comparison ops</a><ul>
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<li class="toctree-l3"><a class="reference internal" href="generated/triton.minimum.html">triton.minimum</a></li>
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<li class="toctree-l3"><a class="reference internal" href="generated/triton.maximum.html">triton.maximum</a></li>
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<li class="toctree-l2"><a class="reference internal" href="#compiler-hint-ops">Compiler Hint Ops</a><ul>
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<li class="toctree-l3"><a class="reference internal" href="generated/triton.multiple_of.html">triton.multiple_of</a></li>
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<p class="caption"><span class="caption-text">Programming Guide</span></p>
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<ul>
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<li class="toctree-l1"><a class="reference internal" href="../../programming-guide/chapter-1/introduction.html">Introduction</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../programming-guide/chapter-2/related-work.html">Related Work</a></li>
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<a href="../../_sources/language-reference/python-api/index.rst.txt" rel="nofollow"> View page source</a>
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<div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
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<div itemprop="articleBody">
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<div class="section" id="python-api">
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<h1>Python API<a class="headerlink" href="#python-api" title="Permalink to this headline">¶</a></h1>
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<div class="section" id="programming-model">
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<h2>Programming Model<a class="headerlink" href="#programming-model" title="Permalink to this headline">¶</a></h2>
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<table class="longtable docutils align-default">
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<colgroup>
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<col style="width: 10%" />
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<tbody>
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<tr class="row-odd"><td><p><a class="reference internal" href="generated/triton.program_id.html#triton.program_id" title="triton.program_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">program_id</span></code></a></p></td>
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<td><p>Returns the id of the current program instance along the given <cite>axis</cite>. Triton uses an SPMD model in which different @triton.jit functions run in parallel with different <a href="#id1"><span class="problematic" id="id2">`</span></a>program_id`s.</p></td>
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</tr>
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<tr class="row-even"><td><p><a class="reference internal" href="generated/triton.num_programs.html#triton.num_programs" title="triton.num_programs"><code class="xref py py-obj docutils literal notranslate"><span class="pre">num_programs</span></code></a></p></td>
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<td><p>Returns the number of program instances launched along the given <cite>axis</cite>.</p></td>
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</tr>
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</tbody>
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</table>
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</div>
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<div class="section" id="creation-ops">
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<h2>Creation Ops<a class="headerlink" href="#creation-ops" title="Permalink to this headline">¶</a></h2>
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<table class="longtable docutils align-default">
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<colgroup>
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<col style="width: 10%" />
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<tbody>
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<tr class="row-odd"><td><p><a class="reference internal" href="generated/triton.arange.html#triton.arange" title="triton.arange"><code class="xref py py-obj docutils literal notranslate"><span class="pre">arange</span></code></a></p></td>
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<td><p>Returns contiguous values within the open interval [start, end).</p></td>
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</tr>
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<tr class="row-even"><td><p><a class="reference internal" href="generated/triton.zeros.html#triton.zeros" title="triton.zeros"><code class="xref py py-obj docutils literal notranslate"><span class="pre">zeros</span></code></a></p></td>
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<td><p>Returns a block filled with the scalar value 0 and the given shape.</p></td>
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</tr>
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</tbody>
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</table>
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</div>
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<div class="section" id="shape-manipulation-ops">
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<h2>Shape Manipulation Ops<a class="headerlink" href="#shape-manipulation-ops" title="Permalink to this headline">¶</a></h2>
|
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<table class="longtable docutils align-default">
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<colgroup>
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<col style="width: 10%" />
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<tbody>
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<tr class="row-odd"><td><p><a class="reference internal" href="generated/triton.broadcast_to.html#triton.broadcast_to" title="triton.broadcast_to"><code class="xref py py-obj docutils literal notranslate"><span class="pre">broadcast_to</span></code></a></p></td>
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<td><p>Tries to broadcast a block to a new shape.</p></td>
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</tr>
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<tr class="row-even"><td><p><a class="reference internal" href="generated/triton.reshape.html#triton.reshape" title="triton.reshape"><code class="xref py py-obj docutils literal notranslate"><span class="pre">reshape</span></code></a></p></td>
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<td><p>Reshapes a block to a new shape.</p></td>
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</tr>
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<tr class="row-odd"><td><p><a class="reference internal" href="generated/triton.ravel.html#triton.ravel" title="triton.ravel"><code class="xref py py-obj docutils literal notranslate"><span class="pre">ravel</span></code></a></p></td>
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<td><p></p></td>
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</tr>
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</tbody>
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</table>
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</div>
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<div class="section" id="linear-algebra-ops">
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||
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<h2>Linear Algebra Ops<a class="headerlink" href="#linear-algebra-ops" title="Permalink to this headline">¶</a></h2>
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<table class="longtable docutils align-default">
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<colgroup>
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<col style="width: 10%" />
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<tbody>
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<tr class="row-odd"><td><p><a class="reference internal" href="generated/triton.dot.html#triton.dot" title="triton.dot"><code class="xref py py-obj docutils literal notranslate"><span class="pre">dot</span></code></a></p></td>
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<td><p>Returns the matrix product of two blocks.</p></td>
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</tr>
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</tbody>
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</table>
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</div>
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<div class="section" id="memory-ops">
|
||
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<h2>Memory Ops<a class="headerlink" href="#memory-ops" title="Permalink to this headline">¶</a></h2>
|
||
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<table class="longtable docutils align-default">
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||
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<colgroup>
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<col style="width: 10%" />
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<tbody>
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<tr class="row-odd"><td><p><a class="reference internal" href="generated/triton.load.html#triton.load" title="triton.load"><code class="xref py py-obj docutils literal notranslate"><span class="pre">load</span></code></a></p></td>
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<td><p>Return a block of data whose values are, elementwise, loaded from memory at location defined by <cite>pointer</cite>.</p></td>
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</tr>
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<tr class="row-even"><td><p><a class="reference internal" href="generated/triton.store.html#triton.store" title="triton.store"><code class="xref py py-obj docutils literal notranslate"><span class="pre">store</span></code></a></p></td>
|
||
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<td><p>Stores <cite>value</cite> block of elements in memory, element-wise, at the memory locations specified by <cite>pointer</cite>.</p></td>
|
||
|
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</tr>
|
||
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<tr class="row-odd"><td><p><a class="reference internal" href="generated/triton.atomic_cas.html#triton.atomic_cas" title="triton.atomic_cas"><code class="xref py py-obj docutils literal notranslate"><span class="pre">atomic_cas</span></code></a></p></td>
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<td><p></p></td>
|
||
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</tr>
|
||
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<tr class="row-even"><td><p><a class="reference internal" href="generated/triton.atomic_xchg.html#triton.atomic_xchg" title="triton.atomic_xchg"><code class="xref py py-obj docutils literal notranslate"><span class="pre">atomic_xchg</span></code></a></p></td>
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<td><p></p></td>
|
||
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</tr>
|
||
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</tbody>
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</table>
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||
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</div>
|
||
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<div class="section" id="indexing-ops">
|
||
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<h2>Indexing Ops<a class="headerlink" href="#indexing-ops" title="Permalink to this headline">¶</a></h2>
|
||
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<table class="longtable docutils align-default">
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||
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<colgroup>
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<col style="width: 10%" />
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<col style="width: 90%" />
|
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</colgroup>
|
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<tbody>
|
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<tr class="row-odd"><td><p><a class="reference internal" href="generated/triton.where.html#triton.where" title="triton.where"><code class="xref py py-obj docutils literal notranslate"><span class="pre">where</span></code></a></p></td>
|
||
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<td><p>Returns a block of elements from either <cite>x</cite> or <cite>y</cite>, depending on <cite>condition</cite>.</p></td>
|
||
|
|
</tr>
|
||
|
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</tbody>
|
||
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</table>
|
||
|
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</div>
|
||
|
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<div class="section" id="math-ops">
|
||
|
|
<h2>Math Ops<a class="headerlink" href="#math-ops" title="Permalink to this headline">¶</a></h2>
|
||
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<table class="longtable docutils align-default">
|
||
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<colgroup>
|
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<col style="width: 10%" />
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<col style="width: 90%" />
|
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</colgroup>
|
||
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<tbody>
|
||
|
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<tr class="row-odd"><td><p><a class="reference internal" href="generated/triton.exp.html#triton.exp" title="triton.exp"><code class="xref py py-obj docutils literal notranslate"><span class="pre">exp</span></code></a></p></td>
|
||
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<td><p></p></td>
|
||
|
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</tr>
|
||
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<tr class="row-even"><td><p><a class="reference internal" href="generated/triton.log.html#triton.log" title="triton.log"><code class="xref py py-obj docutils literal notranslate"><span class="pre">log</span></code></a></p></td>
|
||
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<td><p></p></td>
|
||
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</tr>
|
||
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<tr class="row-odd"><td><p><a class="reference internal" href="generated/triton.sigmoid.html#triton.sigmoid" title="triton.sigmoid"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sigmoid</span></code></a></p></td>
|
||
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<td><p></p></td>
|
||
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</tr>
|
||
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<tr class="row-even"><td><p><a class="reference internal" href="generated/triton.softmax.html#triton.softmax" title="triton.softmax"><code class="xref py py-obj docutils literal notranslate"><span class="pre">softmax</span></code></a></p></td>
|
||
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<td><p></p></td>
|
||
|
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</tr>
|
||
|
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</tbody>
|
||
|
|
</table>
|
||
|
|
</div>
|
||
|
|
<div class="section" id="reduction-ops">
|
||
|
|
<h2>Reduction Ops<a class="headerlink" href="#reduction-ops" title="Permalink to this headline">¶</a></h2>
|
||
|
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<table class="longtable docutils align-default">
|
||
|
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<colgroup>
|
||
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<col style="width: 10%" />
|
||
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<col style="width: 90%" />
|
||
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</colgroup>
|
||
|
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<tbody>
|
||
|
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<tr class="row-odd"><td><p><a class="reference internal" href="generated/triton.max.html#triton.max" title="triton.max"><code class="xref py py-obj docutils literal notranslate"><span class="pre">max</span></code></a></p></td>
|
||
|
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<td><p></p></td>
|
||
|
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</tr>
|
||
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<tr class="row-even"><td><p><a class="reference internal" href="generated/triton.min.html#triton.min" title="triton.min"><code class="xref py py-obj docutils literal notranslate"><span class="pre">min</span></code></a></p></td>
|
||
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<td><p></p></td>
|
||
|
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</tr>
|
||
|
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<tr class="row-odd"><td><p><a class="reference internal" href="generated/triton.sum.html#triton.sum" title="triton.sum"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sum</span></code></a></p></td>
|
||
|
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<td><p></p></td>
|
||
|
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</tr>
|
||
|
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</tbody>
|
||
|
|
</table>
|
||
|
|
</div>
|
||
|
|
<div class="section" id="comparison-ops">
|
||
|
|
<h2>Comparison ops<a class="headerlink" href="#comparison-ops" title="Permalink to this headline">¶</a></h2>
|
||
|
|
<table class="longtable docutils align-default">
|
||
|
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<colgroup>
|
||
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<col style="width: 10%" />
|
||
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<col style="width: 90%" />
|
||
|
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</colgroup>
|
||
|
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<tbody>
|
||
|
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<tr class="row-odd"><td><p><a class="reference internal" href="generated/triton.minimum.html#triton.minimum" title="triton.minimum"><code class="xref py py-obj docutils literal notranslate"><span class="pre">minimum</span></code></a></p></td>
|
||
|
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<td><p></p></td>
|
||
|
|
</tr>
|
||
|
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<tr class="row-even"><td><p><a class="reference internal" href="generated/triton.maximum.html#triton.maximum" title="triton.maximum"><code class="xref py py-obj docutils literal notranslate"><span class="pre">maximum</span></code></a></p></td>
|
||
|
|
<td><p></p></td>
|
||
|
|
</tr>
|
||
|
|
</tbody>
|
||
|
|
</table>
|
||
|
|
</div>
|
||
|
|
<div class="section" id="compiler-hint-ops">
|
||
|
|
<h2>Compiler Hint Ops<a class="headerlink" href="#compiler-hint-ops" title="Permalink to this headline">¶</a></h2>
|
||
|
|
<table class="longtable docutils align-default">
|
||
|
|
<colgroup>
|
||
|
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<col style="width: 10%" />
|
||
|
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<col style="width: 90%" />
|
||
|
|
</colgroup>
|
||
|
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<tbody>
|
||
|
|
<tr class="row-odd"><td><p><a class="reference internal" href="generated/triton.multiple_of.html#triton.multiple_of" title="triton.multiple_of"><code class="xref py py-obj docutils literal notranslate"><span class="pre">multiple_of</span></code></a></p></td>
|
||
|
|
<td><p></p></td>
|
||
|
|
</tr>
|
||
|
|
</tbody>
|
||
|
|
</table>
|
||
|
|
</div>
|
||
|
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</div>
|
||
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|
||
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|
||
|
|
</div>
|
||
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|
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|
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|
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<footer>
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<div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
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<a href="generated/triton.program_id.html" class="btn btn-neutral float-right" title="triton.program_id" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right" aria-hidden="true"></span></a>
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<a href="../../getting-started/tutorials/03-matrix-multiplication.html" class="btn btn-neutral float-left" title="Matrix Multiplication" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left" aria-hidden="true"></span> Previous</a>
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</div>
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|
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<hr/>
|
||
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||
|
|
<div role="contentinfo">
|
||
|
|
<p>
|
||
|
|
© Copyright 2020, Philippe Tillet.
|
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|
||
|
|
</p>
|
||
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|
||
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