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<!DOCTYPE html>
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<title>brevitas.export.onnx.finn.handler package — Brevitas 0.2.0b1.dev0+gc32fb31.d20210127 documentation</title>
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<li><a class="reference internal" href="#">brevitas.export.onnx.finn.handler package</a><ul>
<li><a class="reference internal" href="#submodules">Submodules</a></li>
<li><a class="reference internal" href="#module-brevitas.export.onnx.finn.handler.acc">brevitas.export.onnx.finn.handler.acc module</a></li>
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<div class="section" id="brevitas-export-onnx-finn-handler-package">
<h1>brevitas.export.onnx.finn.handler package<a class="headerlink" href="#brevitas-export-onnx-finn-handler-package" title="Permalink to this headline">¶</a></h1>
<div class="section" id="submodules">
<h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this headline">¶</a></h2>
</div>
<div class="section" id="module-brevitas.export.onnx.finn.handler.acc">
<span id="brevitas-export-onnx-finn-handler-acc-module"></span><h2>brevitas.export.onnx.finn.handler.acc module<a class="headerlink" href="#module-brevitas.export.onnx.finn.handler.acc" title="Permalink to this headline">¶</a></h2>
<dl class="py class">
<dt id="brevitas.export.onnx.finn.handler.acc.FINNQuantAvgPool2dHandler">
<em class="property">class </em><code class="sig-prename descclassname">brevitas.export.onnx.finn.handler.acc.</code><code class="sig-name descname">FINNQuantAvgPool2dHandler</code><a class="headerlink" href="#brevitas.export.onnx.finn.handler.acc.FINNQuantAvgPool2dHandler" title="Permalink to this definition">¶</a></dt>
<dd><p>Bases: <a class="reference internal" href="#brevitas.export.onnx.finn.handler.base.FINNQuantIOHandler" title="brevitas.export.onnx.finn.handler.base.FINNQuantIOHandler"><code class="xref py py-class docutils literal notranslate"><span class="pre">brevitas.export.onnx.finn.handler.base.FINNQuantIOHandler</span></code></a></p>
<dl class="py attribute">
<dt id="brevitas.export.onnx.finn.handler.acc.FINNQuantAvgPool2dHandler.handled_layer">
<code class="sig-name descname">handled_layer</code><a class="headerlink" href="#brevitas.export.onnx.finn.handler.acc.FINNQuantAvgPool2dHandler.handled_layer" title="Permalink to this definition">¶</a></dt>
<dd><p>alias of <code class="xref py py-class docutils literal notranslate"><span class="pre">brevitas.nn.quant_avg_pool.QuantAvgPool2d</span></code></p>
</dd></dl>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.acc.FINNQuantAvgPool2dHandler.prepare_for_export">
<code class="sig-name descname">prepare_for_export</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">module</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.acc.FINNQuantAvgPool2dHandler.prepare_for_export" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.acc.FINNQuantAvgPool2dHandler.quant_input_bit_width">
<em class="property">static </em><code class="sig-name descname">quant_input_bit_width</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">module</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.acc.FINNQuantAvgPool2dHandler.quant_input_bit_width" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.acc.FINNQuantAvgPool2dHandler.quant_input_signed">
<em class="property">static </em><code class="sig-name descname">quant_input_signed</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">module</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.acc.FINNQuantAvgPool2dHandler.quant_input_signed" title="Permalink to this definition">¶</a></dt>
<dd><dl class="field-list simple">
<dt class="field-odd">Return type</dt>
<dd class="field-odd"><p><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code></p>
</dd>
</dl>
</dd></dl>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.acc.FINNQuantAvgPool2dHandler.quant_output_bit_width">
<em class="property">static </em><code class="sig-name descname">quant_output_bit_width</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">module</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.acc.FINNQuantAvgPool2dHandler.quant_output_bit_width" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.acc.FINNQuantAvgPool2dHandler.quant_output_shape">
<em class="property">static </em><code class="sig-name descname">quant_output_shape</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">module</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.acc.FINNQuantAvgPool2dHandler.quant_output_shape" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.acc.FINNQuantAvgPool2dHandler.symbolic_execution">
<code class="sig-name descname">symbolic_execution</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">inp</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.acc.FINNQuantAvgPool2dHandler.symbolic_execution" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt id="brevitas.export.onnx.finn.handler.acc.FINNQuantAvgPool2dHandler.training">
<code class="sig-name descname">training</code><em class="property">: bool</em><a class="headerlink" href="#brevitas.export.onnx.finn.handler.acc.FINNQuantAvgPool2dHandler.training" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
</div>
<div class="section" id="module-brevitas.export.onnx.finn.handler.act">
<span id="brevitas-export-onnx-finn-handler-act-module"></span><h2>brevitas.export.onnx.finn.handler.act module<a class="headerlink" href="#module-brevitas.export.onnx.finn.handler.act" title="Permalink to this headline">¶</a></h2>
<dl class="py class">
<dt id="brevitas.export.onnx.finn.handler.act.FINNQuantHardTanhHandler">
<em class="property">class </em><code class="sig-prename descclassname">brevitas.export.onnx.finn.handler.act.</code><code class="sig-name descname">FINNQuantHardTanhHandler</code><a class="headerlink" href="#brevitas.export.onnx.finn.handler.act.FINNQuantHardTanhHandler" title="Permalink to this definition">¶</a></dt>
<dd><p>Bases: <a class="reference internal" href="#brevitas.export.onnx.finn.handler.base.FINNQuantInputHandler" title="brevitas.export.onnx.finn.handler.base.FINNQuantInputHandler"><code class="xref py py-class docutils literal notranslate"><span class="pre">brevitas.export.onnx.finn.handler.base.FINNQuantInputHandler</span></code></a></p>
<dl class="py attribute">
<dt id="brevitas.export.onnx.finn.handler.act.FINNQuantHardTanhHandler.handled_layer">
<code class="sig-name descname">handled_layer</code><a class="headerlink" href="#brevitas.export.onnx.finn.handler.act.FINNQuantHardTanhHandler.handled_layer" title="Permalink to this definition">¶</a></dt>
<dd><p>alias of <code class="xref py py-class docutils literal notranslate"><span class="pre">brevitas.nn.quant_activation.QuantHardTanh</span></code></p>
</dd></dl>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.act.FINNQuantHardTanhHandler.prepare_for_export">
<code class="sig-name descname">prepare_for_export</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">module</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.act.FINNQuantHardTanhHandler.prepare_for_export" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.act.FINNQuantHardTanhHandler.quant_act_bias">
<em class="property">static </em><code class="sig-name descname">quant_act_bias</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">module</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.act.FINNQuantHardTanhHandler.quant_act_bias" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.act.FINNQuantHardTanhHandler.quant_act_scale">
<em class="property">static </em><code class="sig-name descname">quant_act_scale</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">module</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.act.FINNQuantHardTanhHandler.quant_act_scale" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.act.FINNQuantHardTanhHandler.quant_type">
<em class="property">static </em><code class="sig-name descname">quant_type</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">module</span></em>, <em class="sig-param"><span class="n">supported_int_bit_width_range</span><span class="o">=</span><span class="default_value">(2, 33)</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.act.FINNQuantHardTanhHandler.quant_type" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.act.FINNQuantHardTanhHandler.symbolic_execution">
<code class="sig-name descname">symbolic_execution</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">inp</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.act.FINNQuantHardTanhHandler.symbolic_execution" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.act.FINNQuantHardTanhHandler.thresholds">
<em class="property">static </em><code class="sig-name descname">thresholds</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">module</span></em>, <em class="sig-param"><span class="n">extend_tensor_to_channels</span><span class="o">=</span><span class="default_value">True</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.act.FINNQuantHardTanhHandler.thresholds" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt id="brevitas.export.onnx.finn.handler.act.FINNQuantHardTanhHandler.training">
<code class="sig-name descname">training</code><em class="property">: bool</em><a class="headerlink" href="#brevitas.export.onnx.finn.handler.act.FINNQuantHardTanhHandler.training" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
<dl class="py class">
<dt id="brevitas.export.onnx.finn.handler.act.FINNQuantIdentityHandler">
<em class="property">class </em><code class="sig-prename descclassname">brevitas.export.onnx.finn.handler.act.</code><code class="sig-name descname">FINNQuantIdentityHandler</code><a class="headerlink" href="#brevitas.export.onnx.finn.handler.act.FINNQuantIdentityHandler" title="Permalink to this definition">¶</a></dt>
<dd><p>Bases: <a class="reference internal" href="#brevitas.export.onnx.finn.handler.act.FINNQuantHardTanhHandler" title="brevitas.export.onnx.finn.handler.act.FINNQuantHardTanhHandler"><code class="xref py py-class docutils literal notranslate"><span class="pre">brevitas.export.onnx.finn.handler.act.FINNQuantHardTanhHandler</span></code></a></p>
<dl class="py attribute">
<dt id="brevitas.export.onnx.finn.handler.act.FINNQuantIdentityHandler.handled_layer">
<code class="sig-name descname">handled_layer</code><a class="headerlink" href="#brevitas.export.onnx.finn.handler.act.FINNQuantIdentityHandler.handled_layer" title="Permalink to this definition">¶</a></dt>
<dd><p>alias of <code class="xref py py-class docutils literal notranslate"><span class="pre">brevitas.nn.quant_activation.QuantIdentity</span></code></p>
</dd></dl>
<dl class="py attribute">
<dt id="brevitas.export.onnx.finn.handler.act.FINNQuantIdentityHandler.training">
<code class="sig-name descname">training</code><em class="property">: bool</em><a class="headerlink" href="#brevitas.export.onnx.finn.handler.act.FINNQuantIdentityHandler.training" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
<dl class="py class">
<dt id="brevitas.export.onnx.finn.handler.act.FINNQuantReLUHandler">
<em class="property">class </em><code class="sig-prename descclassname">brevitas.export.onnx.finn.handler.act.</code><code class="sig-name descname">FINNQuantReLUHandler</code><a class="headerlink" href="#brevitas.export.onnx.finn.handler.act.FINNQuantReLUHandler" title="Permalink to this definition">¶</a></dt>
<dd><p>Bases: <a class="reference internal" href="#brevitas.export.onnx.finn.handler.base.FINNQuantInputHandler" title="brevitas.export.onnx.finn.handler.base.FINNQuantInputHandler"><code class="xref py py-class docutils literal notranslate"><span class="pre">brevitas.export.onnx.finn.handler.base.FINNQuantInputHandler</span></code></a></p>
<dl class="py attribute">
<dt id="brevitas.export.onnx.finn.handler.act.FINNQuantReLUHandler.handled_layer">
<code class="sig-name descname">handled_layer</code><a class="headerlink" href="#brevitas.export.onnx.finn.handler.act.FINNQuantReLUHandler.handled_layer" title="Permalink to this definition">¶</a></dt>
<dd><p>alias of <code class="xref py py-class docutils literal notranslate"><span class="pre">brevitas.nn.quant_activation.QuantReLU</span></code></p>
</dd></dl>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.act.FINNQuantReLUHandler.prepare_for_export">
<code class="sig-name descname">prepare_for_export</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">module</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.act.FINNQuantReLUHandler.prepare_for_export" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.act.FINNQuantReLUHandler.quant_act_scale">
<em class="property">static </em><code class="sig-name descname">quant_act_scale</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">module</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.act.FINNQuantReLUHandler.quant_act_scale" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.act.FINNQuantReLUHandler.quant_type">
<em class="property">static </em><code class="sig-name descname">quant_type</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">module</span></em>, <em class="sig-param"><span class="n">supported_int_bit_width_range</span><span class="o">=</span><span class="default_value">(2, 33)</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.act.FINNQuantReLUHandler.quant_type" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.act.FINNQuantReLUHandler.symbolic_execution">
<code class="sig-name descname">symbolic_execution</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">inp</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.act.FINNQuantReLUHandler.symbolic_execution" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.act.FINNQuantReLUHandler.thresholds">
<em class="property">static </em><code class="sig-name descname">thresholds</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">module</span></em>, <em class="sig-param"><span class="n">extend_tensor_to_channels</span><span class="o">=</span><span class="default_value">True</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.act.FINNQuantReLUHandler.thresholds" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt id="brevitas.export.onnx.finn.handler.act.FINNQuantReLUHandler.training">
<code class="sig-name descname">training</code><em class="property">: bool</em><a class="headerlink" href="#brevitas.export.onnx.finn.handler.act.FINNQuantReLUHandler.training" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
</div>
<div class="section" id="module-brevitas.export.onnx.finn.handler.base">
<span id="brevitas-export-onnx-finn-handler-base-module"></span><h2>brevitas.export.onnx.finn.handler.base module<a class="headerlink" href="#module-brevitas.export.onnx.finn.handler.base" title="Permalink to this headline">¶</a></h2>
<dl class="py class">
<dt id="brevitas.export.onnx.finn.handler.base.FINNQuantIOHandler">
<em class="property">class </em><code class="sig-prename descclassname">brevitas.export.onnx.finn.handler.base.</code><code class="sig-name descname">FINNQuantIOHandler</code><a class="headerlink" href="#brevitas.export.onnx.finn.handler.base.FINNQuantIOHandler" title="Permalink to this definition">¶</a></dt>
<dd><p>Bases: <a class="reference internal" href="#brevitas.export.onnx.finn.handler.base.FINNQuantInputHandler" title="brevitas.export.onnx.finn.handler.base.FINNQuantInputHandler"><code class="xref py py-class docutils literal notranslate"><span class="pre">brevitas.export.onnx.finn.handler.base.FINNQuantInputHandler</span></code></a>, <code class="xref py py-class docutils literal notranslate"><span class="pre">abc.ABC</span></code></p>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.base.FINNQuantIOHandler.quant_output_bit_width_tensor">
<em class="property">static </em><code class="sig-name descname">quant_output_bit_width_tensor</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">module</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.base.FINNQuantIOHandler.quant_output_bit_width_tensor" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.base.FINNQuantIOHandler.quant_output_scale">
<em class="property">static </em><code class="sig-name descname">quant_output_scale</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">module</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.base.FINNQuantIOHandler.quant_output_scale" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.base.FINNQuantIOHandler.quant_output_shape">
<em class="property">static </em><code class="sig-name descname">quant_output_shape</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">module</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.base.FINNQuantIOHandler.quant_output_shape" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.base.FINNQuantIOHandler.quant_output_signed">
<em class="property">static </em><code class="sig-name descname">quant_output_signed</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">module</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.base.FINNQuantIOHandler.quant_output_signed" title="Permalink to this definition">¶</a></dt>
<dd><dl class="field-list simple">
<dt class="field-odd">Return type</dt>
<dd class="field-odd"><p><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code>]</p>
</dd>
</dl>
</dd></dl>
<dl class="py attribute">
<dt id="brevitas.export.onnx.finn.handler.base.FINNQuantIOHandler.training">
<code class="sig-name descname">training</code><em class="property">: bool</em><a class="headerlink" href="#brevitas.export.onnx.finn.handler.base.FINNQuantIOHandler.training" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
<dl class="py class">
<dt id="brevitas.export.onnx.finn.handler.base.FINNQuantInputHandler">
<em class="property">class </em><code class="sig-prename descclassname">brevitas.export.onnx.finn.handler.base.</code><code class="sig-name descname">FINNQuantInputHandler</code><a class="headerlink" href="#brevitas.export.onnx.finn.handler.base.FINNQuantInputHandler" title="Permalink to this definition">¶</a></dt>
<dd><p>Bases: <a class="reference internal" href="brevitas.export.onnx.html#brevitas.export.onnx.handler.ONNXBaseHandler" title="brevitas.export.onnx.handler.ONNXBaseHandler"><code class="xref py py-class docutils literal notranslate"><span class="pre">brevitas.export.onnx.handler.ONNXBaseHandler</span></code></a>, <code class="xref py py-class docutils literal notranslate"><span class="pre">abc.ABC</span></code></p>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.base.FINNQuantInputHandler.quant_input_bit_width_tensor">
<em class="property">static </em><code class="sig-name descname">quant_input_bit_width_tensor</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">module</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.base.FINNQuantInputHandler.quant_input_bit_width_tensor" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.base.FINNQuantInputHandler.quant_input_scale">
<em class="property">static </em><code class="sig-name descname">quant_input_scale</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">module</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.base.FINNQuantInputHandler.quant_input_scale" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.base.FINNQuantInputHandler.quant_input_shape">
<em class="property">static </em><code class="sig-name descname">quant_input_shape</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">module</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.base.FINNQuantInputHandler.quant_input_shape" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.base.FINNQuantInputHandler.quant_input_signed">
<em class="property">static </em><code class="sig-name descname">quant_input_signed</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">module</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.base.FINNQuantInputHandler.quant_input_signed" title="Permalink to this definition">¶</a></dt>
<dd><dl class="field-list simple">
<dt class="field-odd">Return type</dt>
<dd class="field-odd"><p><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code>]</p>
</dd>
</dl>
</dd></dl>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.base.FINNQuantInputHandler.quant_input_type">
<em class="property">static </em><code class="sig-name descname">quant_input_type</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">module</span></em>, <em class="sig-param"><span class="n">supported_int_bit_width_range</span><span class="o">=</span><span class="default_value">(2, 33)</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.base.FINNQuantInputHandler.quant_input_type" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt id="brevitas.export.onnx.finn.handler.base.FINNQuantInputHandler.training">
<code class="sig-name descname">training</code><em class="property">: bool</em><a class="headerlink" href="#brevitas.export.onnx.finn.handler.base.FINNQuantInputHandler.training" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
</div>
<div class="section" id="module-brevitas.export.onnx.finn.handler.parameter">
<span id="brevitas-export-onnx-finn-handler-parameter-module"></span><h2>brevitas.export.onnx.finn.handler.parameter module<a class="headerlink" href="#module-brevitas.export.onnx.finn.handler.parameter" title="Permalink to this headline">¶</a></h2>
<dl class="py class">
<dt id="brevitas.export.onnx.finn.handler.parameter.FINNQuantConv1dHandler">
<em class="property">class </em><code class="sig-prename descclassname">brevitas.export.onnx.finn.handler.parameter.</code><code class="sig-name descname">FINNQuantConv1dHandler</code><a class="headerlink" href="#brevitas.export.onnx.finn.handler.parameter.FINNQuantConv1dHandler" title="Permalink to this definition">¶</a></dt>
<dd><p>Bases: <a class="reference internal" href="#brevitas.export.onnx.finn.handler.parameter.FINNQuantConvNdHandler" title="brevitas.export.onnx.finn.handler.parameter.FINNQuantConvNdHandler"><code class="xref py py-class docutils literal notranslate"><span class="pre">brevitas.export.onnx.finn.handler.parameter.FINNQuantConvNdHandler</span></code></a>, <a class="reference internal" href="brevitas.export.onnx.html#brevitas.export.onnx.handler.Kernel1dApplHandler" title="brevitas.export.onnx.handler.Kernel1dApplHandler"><code class="xref py py-class docutils literal notranslate"><span class="pre">brevitas.export.onnx.handler.Kernel1dApplHandler</span></code></a></p>
<dl class="py attribute">
<dt id="brevitas.export.onnx.finn.handler.parameter.FINNQuantConv1dHandler.handled_layer">
<code class="sig-name descname">handled_layer</code><a class="headerlink" href="#brevitas.export.onnx.finn.handler.parameter.FINNQuantConv1dHandler.handled_layer" title="Permalink to this definition">¶</a></dt>
<dd><p>alias of <code class="xref py py-class docutils literal notranslate"><span class="pre">brevitas.nn.quant_conv.QuantConv1d</span></code></p>
</dd></dl>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.parameter.FINNQuantConv1dHandler.quant_weight_scale">
<em class="property">static </em><code class="sig-name descname">quant_weight_scale</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">module</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.parameter.FINNQuantConv1dHandler.quant_weight_scale" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt id="brevitas.export.onnx.finn.handler.parameter.FINNQuantConv1dHandler.training">
<code class="sig-name descname">training</code><em class="property">: bool</em><a class="headerlink" href="#brevitas.export.onnx.finn.handler.parameter.FINNQuantConv1dHandler.training" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
<dl class="py class">
<dt id="brevitas.export.onnx.finn.handler.parameter.FINNQuantConv2dHandler">
<em class="property">class </em><code class="sig-prename descclassname">brevitas.export.onnx.finn.handler.parameter.</code><code class="sig-name descname">FINNQuantConv2dHandler</code><a class="headerlink" href="#brevitas.export.onnx.finn.handler.parameter.FINNQuantConv2dHandler" title="Permalink to this definition">¶</a></dt>
<dd><p>Bases: <a class="reference internal" href="#brevitas.export.onnx.finn.handler.parameter.FINNQuantConvNdHandler" title="brevitas.export.onnx.finn.handler.parameter.FINNQuantConvNdHandler"><code class="xref py py-class docutils literal notranslate"><span class="pre">brevitas.export.onnx.finn.handler.parameter.FINNQuantConvNdHandler</span></code></a>, <a class="reference internal" href="brevitas.export.onnx.html#brevitas.export.onnx.handler.Kernel2dApplHandler" title="brevitas.export.onnx.handler.Kernel2dApplHandler"><code class="xref py py-class docutils literal notranslate"><span class="pre">brevitas.export.onnx.handler.Kernel2dApplHandler</span></code></a></p>
<dl class="py attribute">
<dt id="brevitas.export.onnx.finn.handler.parameter.FINNQuantConv2dHandler.handled_layer">
<code class="sig-name descname">handled_layer</code><a class="headerlink" href="#brevitas.export.onnx.finn.handler.parameter.FINNQuantConv2dHandler.handled_layer" title="Permalink to this definition">¶</a></dt>
<dd><p>alias of <code class="xref py py-class docutils literal notranslate"><span class="pre">brevitas.nn.quant_conv.QuantConv2d</span></code></p>
</dd></dl>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.parameter.FINNQuantConv2dHandler.quant_weight_scale">
<em class="property">static </em><code class="sig-name descname">quant_weight_scale</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">module</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.parameter.FINNQuantConv2dHandler.quant_weight_scale" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt id="brevitas.export.onnx.finn.handler.parameter.FINNQuantConv2dHandler.training">
<code class="sig-name descname">training</code><em class="property">: bool</em><a class="headerlink" href="#brevitas.export.onnx.finn.handler.parameter.FINNQuantConv2dHandler.training" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
<dl class="py class">
<dt id="brevitas.export.onnx.finn.handler.parameter.FINNQuantConvNdHandler">
<em class="property">class </em><code class="sig-prename descclassname">brevitas.export.onnx.finn.handler.parameter.</code><code class="sig-name descname">FINNQuantConvNdHandler</code><a class="headerlink" href="#brevitas.export.onnx.finn.handler.parameter.FINNQuantConvNdHandler" title="Permalink to this definition">¶</a></dt>
<dd><p>Bases: <a class="reference internal" href="#brevitas.export.onnx.finn.handler.parameter.FINNQuantWBIOLHandler" title="brevitas.export.onnx.finn.handler.parameter.FINNQuantWBIOLHandler"><code class="xref py py-class docutils literal notranslate"><span class="pre">brevitas.export.onnx.finn.handler.parameter.FINNQuantWBIOLHandler</span></code></a>, <code class="xref py py-class docutils literal notranslate"><span class="pre">abc.ABC</span></code></p>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.parameter.FINNQuantConvNdHandler.int_weight">
<em class="property">static </em><code class="sig-name descname">int_weight</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">module</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.parameter.FINNQuantConvNdHandler.int_weight" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.parameter.FINNQuantConvNdHandler.maybe_quant_bias">
<em class="property">static </em><code class="sig-name descname">maybe_quant_bias</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">module</span></em>, <em class="sig-param"><span class="n">quant_weight_scale</span></em>, <em class="sig-param"><span class="n">quant_output_scale</span></em>, <em class="sig-param"><span class="n">quant_bit_width</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.parameter.FINNQuantConvNdHandler.maybe_quant_bias" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.parameter.FINNQuantConvNdHandler.prepare_for_export">
<code class="sig-name descname">prepare_for_export</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">module</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.parameter.FINNQuantConvNdHandler.prepare_for_export" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.parameter.FINNQuantConvNdHandler.quant_output_shape">
<em class="property">static </em><code class="sig-name descname">quant_output_shape</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">module</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.parameter.FINNQuantConvNdHandler.quant_output_shape" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.parameter.FINNQuantConvNdHandler.symbolic_execution">
<code class="sig-name descname">symbolic_execution</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">inp</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.parameter.FINNQuantConvNdHandler.symbolic_execution" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt id="brevitas.export.onnx.finn.handler.parameter.FINNQuantConvNdHandler.training">
<code class="sig-name descname">training</code><em class="property">: bool</em><a class="headerlink" href="#brevitas.export.onnx.finn.handler.parameter.FINNQuantConvNdHandler.training" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
<dl class="py class">
<dt id="brevitas.export.onnx.finn.handler.parameter.FINNQuantLinearHandler">
<em class="property">class </em><code class="sig-prename descclassname">brevitas.export.onnx.finn.handler.parameter.</code><code class="sig-name descname">FINNQuantLinearHandler</code><a class="headerlink" href="#brevitas.export.onnx.finn.handler.parameter.FINNQuantLinearHandler" title="Permalink to this definition">¶</a></dt>
<dd><p>Bases: <a class="reference internal" href="#brevitas.export.onnx.finn.handler.parameter.FINNQuantWBIOLHandler" title="brevitas.export.onnx.finn.handler.parameter.FINNQuantWBIOLHandler"><code class="xref py py-class docutils literal notranslate"><span class="pre">brevitas.export.onnx.finn.handler.parameter.FINNQuantWBIOLHandler</span></code></a></p>
<dl class="py attribute">
<dt id="brevitas.export.onnx.finn.handler.parameter.FINNQuantLinearHandler.handled_layer">
<code class="sig-name descname">handled_layer</code><a class="headerlink" href="#brevitas.export.onnx.finn.handler.parameter.FINNQuantLinearHandler.handled_layer" title="Permalink to this definition">¶</a></dt>
<dd><p>alias of <code class="xref py py-class docutils literal notranslate"><span class="pre">brevitas.nn.quant_linear.QuantLinear</span></code></p>
</dd></dl>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.parameter.FINNQuantLinearHandler.int_weight">
<em class="property">static </em><code class="sig-name descname">int_weight</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">module</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.parameter.FINNQuantLinearHandler.int_weight" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.parameter.FINNQuantLinearHandler.prepare_for_export">
<code class="sig-name descname">prepare_for_export</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">module</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.parameter.FINNQuantLinearHandler.prepare_for_export" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.parameter.FINNQuantLinearHandler.quant_output_shape">
<em class="property">static </em><code class="sig-name descname">quant_output_shape</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">module</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.parameter.FINNQuantLinearHandler.quant_output_shape" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.parameter.FINNQuantLinearHandler.quant_weight_scale">
<em class="property">static </em><code class="sig-name descname">quant_weight_scale</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">module</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.parameter.FINNQuantLinearHandler.quant_weight_scale" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.parameter.FINNQuantLinearHandler.symbolic_execution">
<code class="sig-name descname">symbolic_execution</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">inp</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.parameter.FINNQuantLinearHandler.symbolic_execution" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt id="brevitas.export.onnx.finn.handler.parameter.FINNQuantLinearHandler.training">
<code class="sig-name descname">training</code><em class="property">: bool</em><a class="headerlink" href="#brevitas.export.onnx.finn.handler.parameter.FINNQuantLinearHandler.training" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
<dl class="py class">
<dt id="brevitas.export.onnx.finn.handler.parameter.FINNQuantWBIOLHandler">
<em class="property">class </em><code class="sig-prename descclassname">brevitas.export.onnx.finn.handler.parameter.</code><code class="sig-name descname">FINNQuantWBIOLHandler</code><a class="headerlink" href="#brevitas.export.onnx.finn.handler.parameter.FINNQuantWBIOLHandler" title="Permalink to this definition">¶</a></dt>
<dd><p>Bases: <a class="reference internal" href="#brevitas.export.onnx.finn.handler.base.FINNQuantIOHandler" title="brevitas.export.onnx.finn.handler.base.FINNQuantIOHandler"><code class="xref py py-class docutils literal notranslate"><span class="pre">brevitas.export.onnx.finn.handler.base.FINNQuantIOHandler</span></code></a>, <code class="xref py py-class docutils literal notranslate"><span class="pre">abc.ABC</span></code></p>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.parameter.FINNQuantWBIOLHandler.function_scaling">
<em class="property">static </em><code class="sig-name descname">function_scaling</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">module</span></em>, <em class="sig-param"><span class="n">quant_input_scale</span></em>, <em class="sig-param"><span class="n">quant_weight_scale</span></em>, <em class="sig-param"><span class="n">quant_output_scale</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.parameter.FINNQuantWBIOLHandler.function_scaling" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.parameter.FINNQuantWBIOLHandler.maybe_quant_bias">
<em class="property">static </em><code class="sig-name descname">maybe_quant_bias</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">module</span></em>, <em class="sig-param"><span class="n">quant_weight_scale</span></em>, <em class="sig-param"><span class="n">quant_output_scale</span></em>, <em class="sig-param"><span class="n">quant_bit_width</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.parameter.FINNQuantWBIOLHandler.maybe_quant_bias" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.parameter.FINNQuantWBIOLHandler.quant_weight_type">
<em class="property">static </em><code class="sig-name descname">quant_weight_type</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">module</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.parameter.FINNQuantWBIOLHandler.quant_weight_type" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="brevitas.export.onnx.finn.handler.parameter.FINNQuantWBIOLHandler.sanity_check">
<em class="property">static </em><code class="sig-name descname">sanity_check</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">module</span></em><span class="sig-paren">)</span><a class="headerlink" href="#brevitas.export.onnx.finn.handler.parameter.FINNQuantWBIOLHandler.sanity_check" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt id="brevitas.export.onnx.finn.handler.parameter.FINNQuantWBIOLHandler.training">
<code class="sig-name descname">training</code><em class="property">: bool</em><a class="headerlink" href="#brevitas.export.onnx.finn.handler.parameter.FINNQuantWBIOLHandler.training" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
</div>
<div class="section" id="module-brevitas.export.onnx.finn.handler">
<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-brevitas.export.onnx.finn.handler" title="Permalink to this headline">¶</a></h2>
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