Update docs

Author: LeiWang1999

_sources/api/tilelang.quantize.lop3.rst.txt

@@ -0,0 +1,7 @@
+tilelang.quantize.lop3 module
+=============================
+
+.. automodule:: tilelang.quantize.lop3
+   :members:
+   :undoc-members:
+   :show-inheritance:

_sources/api/tilelang.quantize.quantization.rst.txt

@@ -0,0 +1,7 @@
+tilelang.quantize.quantization module
+=====================================
+
+.. automodule:: tilelang.quantize.quantization
+   :members:
+   :undoc-members:
+   :show-inheritance:

_sources/api/tilelang.quantize.rst.txt

@@ -0,0 +1,20 @@
+tilelang.quantize package
+=========================
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   tilelang.quantize.lop3
+   tilelang.quantize.quantization
+   tilelang.quantize.utils
+
+Module contents
+---------------
+
+.. automodule:: tilelang.quantize
+   :members:
+   :undoc-members:
+   :show-inheritance:

_sources/api/tilelang.quantize.utils.rst.txt

@@ -0,0 +1,7 @@
+tilelang.quantize.utils module
+==============================
+
+.. automodule:: tilelang.quantize.utils
+   :members:
+   :undoc-members:
+   :show-inheritance:

_sources/api/tilelang.rst.txt

@@ -20,6 +20,7 @@ Subpackages
    tilelang.math
    tilelang.primitives
    tilelang.profiler
+   tilelang.quantize
    tilelang.testing
    tilelang.tools
    tilelang.transform

api/modules.html

@@ -340,18 +340,24 @@
 <li class="toctree-l4"><a class="reference internal" href="tilelang.profiler.bench.html">tilelang.profiler.bench module</a></li>
 </ul>
 </li>
+<li class="toctree-l3 has-children"><a class="reference internal" href="tilelang.quantize.html">tilelang.quantize package</a><input class="toctree-checkbox" id="toctree-checkbox-25" name="toctree-checkbox-25" role="switch" type="checkbox"/><label for="toctree-checkbox-25"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l4"><a class="reference internal" href="tilelang.quantize.lop3.html">tilelang.quantize.lop3 module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="tilelang.quantize.quantization.html">tilelang.quantize.quantization module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="tilelang.quantize.utils.html">tilelang.quantize.utils module</a></li>
+</ul>
+</li>
 <li class="toctree-l3"><a class="reference internal" href="tilelang.testing.html">tilelang.testing package</a></li>
-<li class="toctree-l3 has-children"><a class="reference internal" href="tilelang.tools.html">tilelang.tools package</a><input class="toctree-checkbox" id="toctree-checkbox-25" name="toctree-checkbox-25" role="switch" type="checkbox"/><label for="toctree-checkbox-25"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l3 has-children"><a class="reference internal" href="tilelang.tools.html">tilelang.tools package</a><input class="toctree-checkbox" id="toctree-checkbox-26" name="toctree-checkbox-26" role="switch" type="checkbox"/><label for="toctree-checkbox-26"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l4"><a class="reference internal" href="tilelang.tools.Analyzer.html">tilelang.tools.Analyzer module</a></li>
 <li class="toctree-l4"><a class="reference internal" href="tilelang.tools.plot_layout.html">tilelang.tools.plot_layout module</a></li>
 </ul>
 </li>
-<li class="toctree-l3 has-children"><a class="reference internal" href="tilelang.transform.html">tilelang.transform package</a><input class="toctree-checkbox" id="toctree-checkbox-26" name="toctree-checkbox-26" role="switch" type="checkbox"/><label for="toctree-checkbox-26"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l3 has-children"><a class="reference internal" href="tilelang.transform.html">tilelang.transform package</a><input class="toctree-checkbox" id="toctree-checkbox-27" name="toctree-checkbox-27" role="switch" type="checkbox"/><label for="toctree-checkbox-27"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l4"><a class="reference internal" href="tilelang.transform.pass_config.html">tilelang.transform.pass_config module</a></li>
 <li class="toctree-l4"><a class="reference internal" href="tilelang.transform.simplify.html">tilelang.transform.simplify module</a></li>
 </ul>
 </li>
-<li class="toctree-l3 has-children"><a class="reference internal" href="tilelang.utils.html">tilelang.utils package</a><input class="toctree-checkbox" id="toctree-checkbox-27" name="toctree-checkbox-27" role="switch" type="checkbox"/><label for="toctree-checkbox-27"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l3 has-children"><a class="reference internal" href="tilelang.utils.html">tilelang.utils package</a><input class="toctree-checkbox" id="toctree-checkbox-28" name="toctree-checkbox-28" role="switch" type="checkbox"/><label for="toctree-checkbox-28"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l4"><a class="reference internal" href="tilelang.utils.deprecated.html">tilelang.utils.deprecated module</a></li>
 <li class="toctree-l4"><a class="reference internal" href="tilelang.utils.language.html">tilelang.utils.language module</a></li>
 <li class="toctree-l4"><a class="reference internal" href="tilelang.utils.target.html">tilelang.utils.target module</a></li>
@@ -473,6 +479,11 @@ <h1>Python API<a class="headerlink" href="#python-api" title="Permalink to this
 <li class="toctree-l4"><a class="reference internal" href="tilelang.profiler.html#module-tilelang.profiler">Module contents</a></li>
 </ul>
 </li>
+<li class="toctree-l3"><a class="reference internal" href="tilelang.quantize.html">tilelang.quantize package</a><ul>
+<li class="toctree-l4"><a class="reference internal" href="tilelang.quantize.html#submodules">Submodules</a></li>
+<li class="toctree-l4"><a class="reference internal" href="tilelang.quantize.html#module-tilelang.quantize">Module contents</a></li>
+</ul>
+</li>
 <li class="toctree-l3"><a class="reference internal" href="tilelang.testing.html">tilelang.testing package</a><ul>
 <li class="toctree-l4"><a class="reference internal" href="tilelang.testing.html#module-contents">Module contents</a></li>
 </ul>

api/tilelang.autotuner.html

@@ -340,18 +340,24 @@
 <li class="toctree-l4"><a class="reference internal" href="tilelang.profiler.bench.html">tilelang.profiler.bench module</a></li>
 </ul>
 </li>
+<li class="toctree-l3 has-children"><a class="reference internal" href="tilelang.quantize.html">tilelang.quantize package</a><input class="toctree-checkbox" id="toctree-checkbox-25" name="toctree-checkbox-25" role="switch" type="checkbox"/><label for="toctree-checkbox-25"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l4"><a class="reference internal" href="tilelang.quantize.lop3.html">tilelang.quantize.lop3 module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="tilelang.quantize.quantization.html">tilelang.quantize.quantization module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="tilelang.quantize.utils.html">tilelang.quantize.utils module</a></li>
+</ul>
+</li>
 <li class="toctree-l3"><a class="reference internal" href="tilelang.testing.html">tilelang.testing package</a></li>
-<li class="toctree-l3 has-children"><a class="reference internal" href="tilelang.tools.html">tilelang.tools package</a><input class="toctree-checkbox" id="toctree-checkbox-25" name="toctree-checkbox-25" role="switch" type="checkbox"/><label for="toctree-checkbox-25"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l3 has-children"><a class="reference internal" href="tilelang.tools.html">tilelang.tools package</a><input class="toctree-checkbox" id="toctree-checkbox-26" name="toctree-checkbox-26" role="switch" type="checkbox"/><label for="toctree-checkbox-26"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l4"><a class="reference internal" href="tilelang.tools.Analyzer.html">tilelang.tools.Analyzer module</a></li>
 <li class="toctree-l4"><a class="reference internal" href="tilelang.tools.plot_layout.html">tilelang.tools.plot_layout module</a></li>
 </ul>
 </li>
-<li class="toctree-l3 has-children"><a class="reference internal" href="tilelang.transform.html">tilelang.transform package</a><input class="toctree-checkbox" id="toctree-checkbox-26" name="toctree-checkbox-26" role="switch" type="checkbox"/><label for="toctree-checkbox-26"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l3 has-children"><a class="reference internal" href="tilelang.transform.html">tilelang.transform package</a><input class="toctree-checkbox" id="toctree-checkbox-27" name="toctree-checkbox-27" role="switch" type="checkbox"/><label for="toctree-checkbox-27"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l4"><a class="reference internal" href="tilelang.transform.pass_config.html">tilelang.transform.pass_config module</a></li>
 <li class="toctree-l4"><a class="reference internal" href="tilelang.transform.simplify.html">tilelang.transform.simplify module</a></li>
 </ul>
 </li>
-<li class="toctree-l3 has-children"><a class="reference internal" href="tilelang.utils.html">tilelang.utils package</a><input class="toctree-checkbox" id="toctree-checkbox-27" name="toctree-checkbox-27" role="switch" type="checkbox"/><label for="toctree-checkbox-27"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l3 has-children"><a class="reference internal" href="tilelang.utils.html">tilelang.utils package</a><input class="toctree-checkbox" id="toctree-checkbox-28" name="toctree-checkbox-28" role="switch" type="checkbox"/><label for="toctree-checkbox-28"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l4"><a class="reference internal" href="tilelang.utils.deprecated.html">tilelang.utils.deprecated module</a></li>
 <li class="toctree-l4"><a class="reference internal" href="tilelang.utils.language.html">tilelang.utils.language module</a></li>
 <li class="toctree-l4"><a class="reference internal" href="tilelang.utils.target.html">tilelang.utils.target module</a></li>
@@ -1013,6 +1019,12 @@ <h1>tilelang.autotuner package<a class="headerlink" href="#tilelang-autotuner-pa
 
 </dd></dl>
 
+<dl class="py exception">
+<dt class="sig sig-object py" id="tilelang.autotuner.TimeoutException">
+<em class="property"><span class="pre">exception</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">tilelang.autotuner.</span></span><span class="sig-name descname"><span class="pre">TimeoutException</span></span><a class="headerlink" href="#tilelang.autotuner.TimeoutException" title="Permalink to this definition">#</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">Exception</span></code></p>
+</dd></dl>
+
 <dl class="py function">
 <dt class="sig sig-object py" id="tilelang.autotuner.autotune">
 <span class="sig-prename descclassname"><span class="pre">tilelang.autotuner.</span></span><span class="sig-name descname"><span class="pre">autotune</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">configs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Any</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">warmup</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">25</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">rep</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">100</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">timeout</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">100</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#tilelang.autotuner.AutotuneResult" title="tilelang.autotuner.AutotuneResult"><span class="pre">AutotuneResult</span></a></span></span><a class="headerlink" href="#tilelang.autotuner.autotune" title="Permalink to this definition">#</a></dt>
@@ -1087,6 +1099,16 @@ <h1>tilelang.autotuner package<a class="headerlink" href="#tilelang-autotuner-pa
 </dl>
 </dd></dl>
 
+<dl class="py function">
+<dt class="sig sig-object py" id="tilelang.autotuner.run_with_timeout">
+<span class="sig-prename descclassname"><span class="pre">tilelang.autotuner.</span></span><span class="sig-name descname"><span class="pre">run_with_timeout</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">func</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">timeout</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">args</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#tilelang.autotuner.run_with_timeout" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py function">
+<dt class="sig sig-object py" id="tilelang.autotuner.timeout_handler">
+<span class="sig-prename descclassname"><span class="pre">tilelang.autotuner.</span></span><span class="sig-name descname"><span class="pre">timeout_handler</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">signum</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">frame</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#tilelang.autotuner.timeout_handler" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
 </section>
 </section>
 
@@ -1223,10 +1245,13 @@ <h1>tilelang.autotuner package<a class="headerlink" href="#tilelang-autotuner-pa
 <li><a class="reference internal" href="#id31"><code class="docutils literal notranslate"><span class="pre">JITContext.target</span></code></a></li>
 </ul>
 </li>
+<li><a class="reference internal" href="#tilelang.autotuner.TimeoutException"><code class="docutils literal notranslate"><span class="pre">TimeoutException</span></code></a></li>
 <li><a class="reference internal" href="#tilelang.autotuner.autotune"><code class="docutils literal notranslate"><span class="pre">autotune()</span></code></a></li>
 <li><a class="reference internal" href="#tilelang.autotuner.check_tensor_list_compatibility"><code class="docutils literal notranslate"><span class="pre">check_tensor_list_compatibility()</span></code></a></li>
 <li><a class="reference internal" href="#tilelang.autotuner.get_available_cpu_count"><code class="docutils literal notranslate"><span class="pre">get_available_cpu_count()</span></code></a></li>
 <li><a class="reference internal" href="#tilelang.autotuner.jit"><code class="docutils literal notranslate"><span class="pre">jit()</span></code></a></li>
+<li><a class="reference internal" href="#tilelang.autotuner.run_with_timeout"><code class="docutils literal notranslate"><span class="pre">run_with_timeout()</span></code></a></li>
+<li><a class="reference internal" href="#tilelang.autotuner.timeout_handler"><code class="docutils literal notranslate"><span class="pre">timeout_handler()</span></code></a></li>
 </ul>
 </li>
 </ul>