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2025-09-26 22:21:25 +00:00
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docs/build/html/usage/compile.html vendored
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@@ -8,7 +8,7 @@
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
<title>Compilation &#8212; MLX 0.29.1 documentation</title>
<title>Compilation &#8212; MLX 0.29.2 documentation</title>
@@ -37,7 +37,7 @@
<link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
<script src="../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
<script src="../_static/documentation_options.js?v=27a4ca17"></script>
<script src="../_static/documentation_options.js?v=30d04a71"></script>
<script src="../_static/doctools.js?v=9a2dae69"></script>
<script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -140,8 +140,8 @@
<img src="../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.29.1 documentation - Home"/>
<script>document.write(`<img src="../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.29.1 documentation - Home"/>`);</script>
<img src="../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.29.2 documentation - Home"/>
<script>document.write(`<img src="../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.29.2 documentation - Home"/>`);</script>
</a></div>
@@ -1041,8 +1041,8 @@ handles synchronization:</p>
</div>
<p>Now make an array, and benchmark both functions:</p>
<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">x</span> <span class="o">=</span> <span class="n">mx</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">uniform</span><span class="p">(</span><span class="n">shape</span><span class="o">=</span><span class="p">(</span><span class="mi">32</span><span class="p">,</span> <span class="mi">1000</span><span class="p">,</span> <span class="mi">4096</span><span class="p">))</span>
<span class="n">timeit</span><span class="p">(</span><span class="n">nn</span><span class="o">.</span><span class="n">gelu</span><span class="p">,</span> <span class="n">x</span><span class="p">)</span>
<span class="n">timeit</span><span class="p">(</span><span class="n">mx</span><span class="o">.</span><span class="n">compile</span><span class="p">(</span><span class="n">nn</span><span class="o">.</span><span class="n">gelu</span><span class="p">),</span> <span class="n">x</span><span class="p">)</span>
<span class="n">timeit</span><span class="p">(</span><span class="n">gelu</span><span class="p">,</span> <span class="n">x</span><span class="p">)</span>
<span class="n">timeit</span><span class="p">(</span><span class="n">mx</span><span class="o">.</span><span class="n">compile</span><span class="p">(</span><span class="n">gelu</span><span class="p">),</span> <span class="n">x</span><span class="p">)</span>
</pre></div>
</div>
<p>On an M1 Max the times are 15.5 and 3.1 milliseconds. The compiled <code class="docutils literal notranslate"><span class="pre">gelu</span></code> is