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Awni Hannun
2024-04-26 08:24:09 -07:00
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<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
<title>mlx.nn.hardswish &#8212; MLX 0.10.0 documentation</title>
<title>mlx.nn.hardswish &#8212; MLX 0.12.0 documentation</title>
@@ -36,7 +36,7 @@
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<script>document.write(`<img src="../../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.10.0 documentation - Home"/>`);</script>
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@@ -241,6 +241,7 @@
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@@ -265,6 +266,7 @@
<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/mlx.core.atleast_2d.html">mlx.core.atleast_2d</a></li>
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@@ -437,12 +442,14 @@
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<li class="toctree-l3"><a class="reference internal" href="../_autosummary/mlx.nn.Mish.html">mlx.nn.Mish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../_autosummary/mlx.nn.MultiHeadAttention.html">mlx.nn.MultiHeadAttention</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
@@ -592,6 +600,7 @@
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@@ -766,7 +775,7 @@ document.write(`
</div>
<nav aria-label="Page">
<ul class="visible nav section-nav flex-column">
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#mlx.nn.hardswish"><code class="docutils literal notranslate"><span class="pre">hardswish()</span></code></a></li>
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#mlx.nn.hardswish"><code class="docutils literal notranslate"><span class="pre">hardswish</span></code></a></li>
</ul>
</nav>
</div>
@@ -780,9 +789,9 @@ document.write(`
<section id="mlx-nn-hardswish">
<h1>mlx.nn.hardswish<a class="headerlink" href="#mlx-nn-hardswish" title="Link to this heading">#</a></h1>
<dl class="py function">
<dl class="py class">
<dt class="sig sig-object py" id="mlx.nn.hardswish">
<span class="sig-name descname"><span class="pre">hardswish</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#mlx.nn.hardswish" title="Link to this definition">#</a></dt>
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">hardswish</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#mlx.nn.hardswish" title="Link to this definition">#</a></dt>
<dd><p>Applies the hardswish function, element-wise.</p>
<div class="math notranslate nohighlight">
\[\text{Hardswish}(x) = x * \min(\max(x + 3, 0), 6) / 6\]</div>
@@ -834,7 +843,7 @@ document.write(`
</div>
<nav class="bd-toc-nav page-toc">
<ul class="visible nav section-nav flex-column">
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#mlx.nn.hardswish"><code class="docutils literal notranslate"><span class="pre">hardswish()</span></code></a></li>
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#mlx.nn.hardswish"><code class="docutils literal notranslate"><span class="pre">hardswish</span></code></a></li>
</ul>
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