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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<title>Gate Learner Benchmark Report</title>
<style>
body {
font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
background-color: #1e293b;
color: #f8fafc;
margin: 0;
padding: 2rem;
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border-bottom: 2px solid #334155;
padding-bottom: 0.5rem;
margin-bottom: 0.5rem;
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color: #94a3b8;
margin-top: 0;
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width: 100%;
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margin-top: 1.5rem;
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border-radius: 8px;
overflow: hidden;
box-shadow: 0 4px 6px -1px rgba(0, 0, 0, 0.1), 0 2px 4px -1px rgba(0, 0, 0, 0.06);
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grid-template-columns: repeat(auto-fill, minmax(300px, 1fr));
gap: 0.5rem;
}
li {
font-size: 0.9rem;
color: #cbd5e1;
}
</style>
</head>
<body>
<div class="container">
<h1>Gate Learner Benchmark Report</h1>
<p>Performance benchmarks for the Gate Learner core engine using <code>pyperf</code>.</p>
<table>
<thead>
<tr>
<th>Benchmark Name</th>
<th>Mean</th>
<th>Std Dev</th>
<th>Median</th>
<th>Runs</th>
</tr>
</thead>
<tbody>
<tr>
<td><strong>sigmoid</strong></td>
<td>594.38 ns</td>
<td>223.23 ns</td>
<td>730.19 ns</td>
<td>20</td>
</tr>
<tr>
<td><strong>relu</strong></td>
<td>179.78 ns</td>
<td>2.99 ns</td>
<td>179.42 ns</td>
<td>20</td>
</tr>
<tr>
<td><strong>forward_wide_128</strong></td>
<td>101.75 us</td>
<td>1.29 us</td>
<td>101.66 us</td>
<td>20</td>
</tr>
<tr>
<td><strong>forward_deep_5_layers</strong></td>
<td>24.56 us</td>
<td>321.37 ns</td>
<td>24.49 us</td>
<td>20</td>
</tr>
<tr>
<td><strong>forward_input_2</strong></td>
<td>6.08 us</td>
<td>93.33 ns</td>
<td>6.04 us</td>
<td>20</td>
</tr>
<tr>
<td><strong>forward_input_32</strong></td>
<td>279.45 us</td>
<td>5.58 us</td>
<td>277.46 us</td>
<td>20</td>
</tr>
<tr>
<td><strong>adam_update_batch_1</strong></td>
<td>17.71 us</td>
<td>422.91 ns</td>
<td>17.64 us</td>
<td>20</td>
</tr>
<tr>
<td><strong>adam_update_batch_16</strong></td>
<td>18.43 us</td>
<td>1.34 us</td>
<td>18.16 us</td>
<td>20</td>
</tr>
<tr>
<td><strong>adam_update_batch_64</strong></td>
<td>18.39 us</td>
<td>1.14 us</td>
<td>18.07 us</td>
<td>20</td>
</tr>
</tbody>
</table>
<div class='meta-box'><div class='meta-title'>System Metadata</div><ul><li><strong>cpu_count:</strong> 4</li><li><strong>hostname:</strong> Win-IoT-T430</li><li><strong>perf_version:</strong> 2.10.0</li><li><strong>platform:</strong> Windows-11-10.0.26200-SP0</li><li><strong>python_compiler:</strong> MSC v.1944 64 bit (AMD64)</li><li><strong>python_executable:</strong> C:\Users\Administrator\Documents\Projects\Python\gate_learner\.venv\Scripts\python.exe</li><li><strong>python_implementation:</strong> cpython</li><li><strong>python_version:</strong> 3.14.5 (64-bit)</li><li><strong>timer:</strong> QueryPerformanceCounter(), resolution: 100 ns</li><li><strong>unit:</strong> second</li></ul></div>
</div>
</body>
</html>