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<!DOCTYPE html>
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<title>BitWidthConfig — MCT Documentation: ver 2.6.0</title>
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<li class="nav-item nav-item-this"><a href="">BitWidthConfig</a></li>
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<section id="bitwidthconfig">
<span id="ug-bitwidthconfig"></span><h1>BitWidthConfig<a class="headerlink" href="#bitwidthconfig" title="Link to this heading">¶</a></h1>
<dl class="py class">
<dt class="sig sig-object py" id="model_compression_toolkit.core.BitWidthConfig">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">model_compression_toolkit.core.</span></span><span class="sig-name descname"><span class="pre">BitWidthConfig</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">manual_activation_bit_width_selection_list=<factory></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">manual_weights_bit_width_selection_list=<factory></span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#model_compression_toolkit.core.BitWidthConfig" title="Link to this definition">¶</a></dt>
<dd><p>Class to manage manual bit-width configurations.</p>
<dl class="py attribute">
<dt class="sig sig-object py" id="model_compression_toolkit.core.BitWidthConfig.manual_activation_bit_width_selection_list">
<span class="sig-name descname"><span class="pre">manual_activation_bit_width_selection_list</span></span><a class="headerlink" href="#model_compression_toolkit.core.BitWidthConfig.manual_activation_bit_width_selection_list" title="Link to this definition">¶</a></dt>
<dd><p>A list of ManualBitWidthSelection objects for activation defining manual bit-width configurations.</p>
<dl class="field-list simple">
<dt class="field-odd">Type<span class="colon">:</span></dt>
<dd class="field-odd"><p>List[<a class="reference internal" href="#model_compression_toolkit.core.common.quantization.bit_width_config.ManualBitWidthSelection" title="model_compression_toolkit.core.common.quantization.bit_width_config.ManualBitWidthSelection">ManualBitWidthSelection</a>]</p>
</dd>
</dl>
</dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="model_compression_toolkit.core.BitWidthConfig.manual_weights_bit_width_selection_list">
<span class="sig-name descname"><span class="pre">manual_weights_bit_width_selection_list</span></span><a class="headerlink" href="#model_compression_toolkit.core.BitWidthConfig.manual_weights_bit_width_selection_list" title="Link to this definition">¶</a></dt>
<dd><p>A list of ManualWeightsBitWidthSelection for weights objects defining manual bit-width configurations.</p>
<dl class="field-list simple">
<dt class="field-odd">Type<span class="colon">:</span></dt>
<dd class="field-odd"><p>List[ManualWeightsBitWidthSelection]</p>
</dd>
</dl>
</dd></dl>
</dd></dl>
</section>
<section id="manualbitwidthselection">
<h1>ManualBitWidthSelection<a class="headerlink" href="#manualbitwidthselection" title="Link to this heading">¶</a></h1>
<dl class="py class">
<dt class="sig sig-object py" id="model_compression_toolkit.core.common.quantization.bit_width_config.ManualBitWidthSelection">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">model_compression_toolkit.core.common.quantization.bit_width_config.</span></span><span class="sig-name descname"><span class="pre">ManualBitWidthSelection</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">filter</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">bit_width</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#model_compression_toolkit.core.common.quantization.bit_width_config.ManualBitWidthSelection" title="Link to this definition">¶</a></dt>
<dd><p>Class to encapsulate the manual bit width selection configuration for a specific filter.</p>
<dl class="py attribute">
<dt class="sig sig-object py" id="model_compression_toolkit.core.common.quantization.bit_width_config.ManualBitWidthSelection.filter">
<span class="sig-name descname"><span class="pre">filter</span></span><a class="headerlink" href="#model_compression_toolkit.core.common.quantization.bit_width_config.ManualBitWidthSelection.filter" title="Link to this definition">¶</a></dt>
<dd><p>The filter used to select nodes for bit width manipulation.</p>
<dl class="field-list simple">
<dt class="field-odd">Type<span class="colon">:</span></dt>
<dd class="field-odd"><p>BaseNodeMatcher</p>
</dd>
</dl>
</dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="model_compression_toolkit.core.common.quantization.bit_width_config.ManualBitWidthSelection.bit_width">
<span class="sig-name descname"><span class="pre">bit_width</span></span><a class="headerlink" href="#model_compression_toolkit.core.common.quantization.bit_width_config.ManualBitWidthSelection.bit_width" title="Link to this definition">¶</a></dt>
<dd><p>The bit width to be applied to the selected nodes.</p>
<dl class="field-list simple">
<dt class="field-odd">Type<span class="colon">:</span></dt>
<dd class="field-odd"><p>int</p>
</dd>
</dl>
</dd></dl>
</dd></dl>
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<h3><a href="../../../index.html">Table of Contents</a></h3>
<ul>
<li><a class="reference internal" href="#">BitWidthConfig</a><ul>
<li><a class="reference internal" href="#model_compression_toolkit.core.BitWidthConfig"><code class="docutils literal notranslate"><span class="pre">BitWidthConfig</span></code></a><ul>
<li><a class="reference internal" href="#model_compression_toolkit.core.BitWidthConfig.manual_activation_bit_width_selection_list"><code class="docutils literal notranslate"><span class="pre">BitWidthConfig.manual_activation_bit_width_selection_list</span></code></a></li>
<li><a class="reference internal" href="#model_compression_toolkit.core.BitWidthConfig.manual_weights_bit_width_selection_list"><code class="docutils literal notranslate"><span class="pre">BitWidthConfig.manual_weights_bit_width_selection_list</span></code></a></li>
</ul>
</li>
</ul>
</li>
<li><a class="reference internal" href="#manualbitwidthselection">ManualBitWidthSelection</a><ul>
<li><a class="reference internal" href="#model_compression_toolkit.core.common.quantization.bit_width_config.ManualBitWidthSelection"><code class="docutils literal notranslate"><span class="pre">ManualBitWidthSelection</span></code></a><ul>
<li><a class="reference internal" href="#model_compression_toolkit.core.common.quantization.bit_width_config.ManualBitWidthSelection.filter"><code class="docutils literal notranslate"><span class="pre">ManualBitWidthSelection.filter</span></code></a></li>
<li><a class="reference internal" href="#model_compression_toolkit.core.common.quantization.bit_width_config.ManualBitWidthSelection.bit_width"><code class="docutils literal notranslate"><span class="pre">ManualBitWidthSelection.bit_width</span></code></a></li>
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