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Edit model summary table for its proper rendering #3

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94 changes: 78 additions & 16 deletions docs/index.html
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Original file line number Diff line number Diff line change
Expand Up @@ -883,22 +883,84 @@ <h2 id="model-architecture">Model Architecture<a class="headerlink" href="#model
<span class="n">model</span><span class="o">=</span><span class="n">CreateModel</span><span class="p">((</span><span class="mi">13</span><span class="p">,</span><span class="mi">21</span><span class="p">,</span><span class="mi">2</span><span class="p">),</span><span class="n">n_filters</span><span class="o">=</span><span class="mi">5</span><span class="p">,</span><span class="n">pool_size</span><span class="o">=</span><span class="mi">3</span><span class="p">)</span>
<span class="n">model</span><span class="o">.</span><span class="n">summary</span><span class="p">()</span>
</code></pre></div>
This generates a model with the following architecture:
| Type | Output Shape | Parameters |
|----------------------|---------------------|------------|
| InputLayer | <code>(None, 13, 21, 2)</code>| 0 |
| QSeparableConv2D | <code>(None, 11, 19, 5)</code>| 33 |
| QActivation | <code>(None, 11, 19, 5)</code>| 0 |
| QConv2D | <code>(None, 11, 19, 5)</code>| 30 |
| QActivation | <code>(None, 11, 19, 5)</code>| 0 |
| AveragePooling2D | <code>(None, 3, 6, 5)</code> | 0 |
| QActivation | <code>(None, 3, 6, 5)</code> | 0 |
| Flatten | <code>(None, 90)</code> | 0 |
| QDense | <code>(None, 16)</code> | 1456 |
| QActivation | <code>(None, 16)</code> | 0 |
| QDense | <code>(None, 16)</code> | 272 |
| QActivation | <code>(None, 16)</code> | 0 |
| QDense | <code>(None, 14)</code> | 238 |</p>
This generates a model with the following architecture:</p>
<table>
<thead>
<tr>
<th>Type</th>
<th>Output Shape</th>
<th>Parameters</th>
</tr>
</thead>
<tbody>
<tr>
<td>InputLayer</td>
<td>(None, 13, 21, 2)</td>
<td>0</td>
</tr>
<tr>
<td>QSeparableConv2D</td>
<td>(None, 11, 19, 5)</td>
<td>33</td>
</tr>
<tr>
<td>QActivation</td>
<td>(None, 11, 19, 5)</td>
<td>0</td>
</tr>
<tr>
<td>QConv2D</td>
<td>(None, 11, 19, 5)</td>
<td>30</td>
</tr>
<tr>
<td>QActivation</td>
<td>(None, 11, 19, 5)</td>
<td>0</td>
</tr>
<tr>
<td>AveragePooling2D</td>
<td>(None, 3, 6, 5)</td>
<td>0</td>
</tr>
<tr>
<td>QActivation</td>
<td>(None, 3, 6, 5)</td>
<td>0</td>
</tr>
<tr>
<td>Flatten</td>
<td>(None, 90)</td>
<td>0</td>
</tr>
<tr>
<td>QDense</td>
<td>(None, 16)</td>
<td>1456</td>
</tr>
<tr>
<td>QActivation</td>
<td>(None, 16)</td>
<td>0</td>
</tr>
<tr>
<td>QDense</td>
<td>(None, 16)</td>
<td>272</td>
</tr>
<tr>
<td>QActivation</td>
<td>(None, 16)</td>
<td>0</td>
</tr>
<tr>
<td>QDense</td>
<td>(None, 14)</td>
<td>238</td>
</tr>
</tbody>
</table>

<h2 id="model-evaluation">Model Evaluation<a class="headerlink" href="#model-evaluation" title="Permanent link">#</a></h2>
<p>Refer to <a href="api/evaluate.html">Evaluate</a> for more details</p>

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