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@@ -1128,7 +1112,7 @@ document.write(`
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<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv416conv_transpose1dRK5arrayRK5arrayiiii14StreamOrDevice"><code class="docutils literal notranslate"><span class="pre">conv_transpose1d()</span></code></a></li>
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||||
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv416conv_transpose2dRK5arrayRK5arrayRKNSt4pairIiiEERKNSt4pairIiiEERKNSt4pairIiiEEi14StreamOrDevice"><code class="docutils literal notranslate"><span class="pre">conv_transpose2d()</span></code></a></li>
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<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv416conv_transpose3dRK5arrayRK5arrayRKNSt5tupleIiiiEERKNSt5tupleIiiiEERKNSt5tupleIiiiEEi14StreamOrDevice"><code class="docutils literal notranslate"><span class="pre">conv_transpose3d()</span></code></a></li>
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<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv416quantized_matmulRK5arrayRK5arrayRK5arrayRK5arraybii14StreamOrDevice"><code class="docutils literal notranslate"><span class="pre">quantized_matmul()</span></code></a></li>
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<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv416quantized_matmul5array5array5array5arraybii14StreamOrDevice"><code class="docutils literal notranslate"><span class="pre">quantized_matmul()</span></code></a></li>
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||||
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv48quantizeRK5arrayii14StreamOrDevice"><code class="docutils literal notranslate"><span class="pre">quantize()</span></code></a></li>
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<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv410dequantizeRK5arrayRK5arrayRK5arrayii14StreamOrDevice"><code class="docutils literal notranslate"><span class="pre">dequantize()</span></code></a></li>
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<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv410gather_qmmRK5arrayRK5arrayRK5arrayRK5arrayNSt8optionalI5arrayEENSt8optionalI5arrayEEbii14StreamOrDevice"><code class="docutils literal notranslate"><span class="pre">gather_qmm()</span></code></a></li>
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@@ -2738,8 +2722,8 @@ document.write(`
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</dd></dl>
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<dl class="cpp function">
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<dt class="sig sig-object cpp" id="_CPPv416quantized_matmulRK5arrayRK5arrayRK5arrayRK5arraybii14StreamOrDevice">
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<span id="_CPPv316quantized_matmulRK5arrayRK5arrayRK5arrayRK5arraybii14StreamOrDevice"></span><span id="_CPPv216quantized_matmulRK5arrayRK5arrayRK5arrayRK5arraybii14StreamOrDevice"></span><span id="quantized_matmul__arrayCR.arrayCR.arrayCR.arrayCR.b.i.i.StreamOrDevice"></span><span class="target" id="group__ops_1ga6381c7062b232ac21f3fdc3136aaf86e"></span><span class="n"><span class="pre">array</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">quantized_matmul</span></span></span><span class="sig-paren">(</span><span class="k"><span class="pre">const</span></span><span class="w"> </span><span class="n"><span class="pre">array</span></span><span class="w"> </span><span class="p"><span class="pre">&</span></span><span class="n sig-param"><span class="pre">x</span></span>, <span class="k"><span class="pre">const</span></span><span class="w"> </span><span class="n"><span class="pre">array</span></span><span class="w"> </span><span class="p"><span class="pre">&</span></span><span class="n sig-param"><span class="pre">w</span></span>, <span class="k"><span class="pre">const</span></span><span class="w"> </span><span class="n"><span class="pre">array</span></span><span class="w"> </span><span class="p"><span class="pre">&</span></span><span class="n sig-param"><span class="pre">scales</span></span>, <span class="k"><span class="pre">const</span></span><span class="w"> </span><span class="n"><span class="pre">array</span></span><span class="w"> </span><span class="p"><span class="pre">&</span></span><span class="n sig-param"><span class="pre">biases</span></span>, <span class="kt"><span class="pre">bool</span></span><span class="w"> </span><span class="n sig-param"><span class="pre">transpose</span></span><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="k"><span class="pre">true</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n sig-param"><span class="pre">group_size</span></span><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="m"><span class="pre">64</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n sig-param"><span class="pre">bits</span></span><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="m"><span class="pre">4</span></span>, <span class="n"><span class="pre">StreamOrDevice</span></span><span class="w"> </span><span class="n sig-param"><span class="pre">s</span></span><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="p"><span class="pre">{</span></span><span class="p"><span class="pre">}</span></span><span class="sig-paren">)</span><a class="headerlink" href="#_CPPv416quantized_matmulRK5arrayRK5arrayRK5arrayRK5arraybii14StreamOrDevice" title="Link to this definition">#</a><br /></dt>
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<dt class="sig sig-object cpp" id="_CPPv416quantized_matmul5array5array5array5arraybii14StreamOrDevice">
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<span id="_CPPv316quantized_matmul5array5array5array5arraybii14StreamOrDevice"></span><span id="_CPPv216quantized_matmul5array5array5array5arraybii14StreamOrDevice"></span><span id="quantized_matmul__array.array.array.array.b.i.i.StreamOrDevice"></span><span class="target" id="group__ops_1gabfa4208fb1f9b1cdd0abc563b19175af"></span><span class="n"><span class="pre">array</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">quantized_matmul</span></span></span><span class="sig-paren">(</span><span class="n"><span class="pre">array</span></span><span class="w"> </span><span class="n sig-param"><span class="pre">x</span></span>, <span class="n"><span class="pre">array</span></span><span class="w"> </span><span class="n sig-param"><span class="pre">w</span></span>, <span class="n"><span class="pre">array</span></span><span class="w"> </span><span class="n sig-param"><span class="pre">scales</span></span>, <span class="n"><span class="pre">array</span></span><span class="w"> </span><span class="n sig-param"><span class="pre">biases</span></span>, <span class="kt"><span class="pre">bool</span></span><span class="w"> </span><span class="n sig-param"><span class="pre">transpose</span></span><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="k"><span class="pre">true</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n sig-param"><span class="pre">group_size</span></span><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="m"><span class="pre">64</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n sig-param"><span class="pre">bits</span></span><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="m"><span class="pre">4</span></span>, <span class="n"><span class="pre">StreamOrDevice</span></span><span class="w"> </span><span class="n sig-param"><span class="pre">s</span></span><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="p"><span class="pre">{</span></span><span class="p"><span class="pre">}</span></span><span class="sig-paren">)</span><a class="headerlink" href="#_CPPv416quantized_matmul5array5array5array5arraybii14StreamOrDevice" title="Link to this definition">#</a><br /></dt>
|
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<dd><p>Quantized matmul multiplies x with a quantized matrix w. </p>
|
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</dd></dl>
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@@ -3019,7 +3003,8 @@ document.write(`
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||||
@@ -3292,7 +3277,7 @@ document.write(`
|
||||
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv416conv_transpose1dRK5arrayRK5arrayiiii14StreamOrDevice"><code class="docutils literal notranslate"><span class="pre">conv_transpose1d()</span></code></a></li>
|
||||
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv416conv_transpose2dRK5arrayRK5arrayRKNSt4pairIiiEERKNSt4pairIiiEERKNSt4pairIiiEEi14StreamOrDevice"><code class="docutils literal notranslate"><span class="pre">conv_transpose2d()</span></code></a></li>
|
||||
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv416conv_transpose3dRK5arrayRK5arrayRKNSt5tupleIiiiEERKNSt5tupleIiiiEERKNSt5tupleIiiiEEi14StreamOrDevice"><code class="docutils literal notranslate"><span class="pre">conv_transpose3d()</span></code></a></li>
|
||||
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv416quantized_matmulRK5arrayRK5arrayRK5arrayRK5arraybii14StreamOrDevice"><code class="docutils literal notranslate"><span class="pre">quantized_matmul()</span></code></a></li>
|
||||
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv416quantized_matmul5array5array5array5arraybii14StreamOrDevice"><code class="docutils literal notranslate"><span class="pre">quantized_matmul()</span></code></a></li>
|
||||
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv48quantizeRK5arrayii14StreamOrDevice"><code class="docutils literal notranslate"><span class="pre">quantize()</span></code></a></li>
|
||||
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv410dequantizeRK5arrayRK5arrayRK5arrayii14StreamOrDevice"><code class="docutils literal notranslate"><span class="pre">dequantize()</span></code></a></li>
|
||||
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv410gather_qmmRK5arrayRK5arrayRK5arrayRK5arrayNSt8optionalI5arrayEENSt8optionalI5arrayEEbii14StreamOrDevice"><code class="docutils literal notranslate"><span class="pre">gather_qmm()</span></code></a></li>
|
||||
@@ -3384,8 +3369,8 @@ By MLX Contributors
|
||||
</div>
|
||||
|
||||
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