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<div class="section" id="triton-config">
<h1>triton.Config<a class="headerlink" href="#triton-config" title="Permalink to this headline"></a></h1>
<dl class="py class">
<dt class="sig sig-object py" id="triton.Config">
<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">triton.</span></span><span class="sig-name descname"><span class="pre">Config</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">kwargs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_warps</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">4</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_stages</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">2</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">pre_hook</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#triton.Config" title="Permalink to this definition"></a></dt>
<dd><p>An object that represents a possible kernel configuration for the auto-tuner to try.</p>
<dl class="field-list simple">
<dt class="field-odd">Variables</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>meta</strong> – a dictionary of meta-parameters to pass to the kernel as keyword arguments.</p></li>
<li><p><strong>num_warps</strong> – the number of warps to use for the kernel when compiled for GPUs. For example, if
<cite>num_warps=8</cite>, then each kernel instance will be automatically parallelized to
cooperatively execute using <cite>8 * 32 = 256</cite> threads.</p></li>
<li><p><strong>num_stages</strong> – the number of stages that the compiler should use when software-pipelining loops.
Mostly useful for matrix multiplication workloads on SM80+ GPUs.</p></li>
<li><p><strong>pre_hook</strong> – a function that will be called before the kernel is called. Parameters of this
function are args.</p></li>
</ul>
</dd>
</dl>
<dl class="py method">
<dt class="sig sig-object py" id="triton.Config.__init__">
<span class="sig-name descname"><span class="pre">__init__</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">kwargs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_warps</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">4</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_stages</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">2</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">pre_hook</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#triton.Config.__init__" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<p class="rubric">Methods</p>
<table class="longtable docutils align-default">
<colgroup>
<col style="width: 10%" />
<col style="width: 90%" />
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="#triton.Config.__init__" title="triton.Config.__init__"><code class="xref py py-obj docutils literal notranslate"><span class="pre">__init__</span></code></a>(self, kwargs[, num_warps, …])</p></td>
<td><p></p></td>
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