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<title>ResourceUtilization — MCT Documentation: ver 2.6.0</title>
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<section id="resourceutilization">
<span id="ug-resourceutilization"></span><h1>ResourceUtilization<a class="headerlink" href="#resourceutilization" title="Link to this heading">¶</a></h1>
<p><strong>Object to configure resources to use when searching for a configuration for the optimized model (such as in mixed-precision, pruning, etc.):</strong></p>
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<dt class="sig sig-object py" id="model_compression_toolkit.core.ResourceUtilization">
<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">ResourceUtilization</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">weights_memory</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">inf</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">activation_memory</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">inf</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">total_memory</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">inf</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">bops</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">inf</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#model_compression_toolkit.core.ResourceUtilization" title="Link to this definition">¶</a></dt>
<dd><p>Class to represent measurements of performance.</p>
<p>weights_memory: Memory of a model’s weights in bytes.
activation_memory: Memory of a model’s activation in bytes.
total_memory: The sum of model’s activation and weights memory in bytes.
bops: The total bit-operations in the model.</p>
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<li><a class="reference internal" href="#">ResourceUtilization</a><ul>
<li><a class="reference internal" href="#model_compression_toolkit.core.ResourceUtilization"><code class="docutils literal notranslate"><span class="pre">ResourceUtilization</span></code></a></li>
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