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<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>mlx.optimizers.MultiOptimizer &#8212; MLX 0.29.2 documentation</title>
<title>mlx.optimizers.MultiOptimizer &#8212; MLX 0.29.3 documentation</title>
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</a></div>
@@ -932,7 +932,7 @@ document.write(`
<h1>mlx.optimizers.MultiOptimizer<a class="headerlink" href="#mlx-optimizers-multioptimizer" title="Link to this heading">#</a></h1>
<dl class="py class">
<dt class="sig sig-object py" id="mlx.optimizers.MultiOptimizer">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">MultiOptimizer</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">optimizers</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">filters</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.13)"><span class="pre">list</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">[]</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#mlx.optimizers.MultiOptimizer" 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">MultiOptimizer</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">optimizers</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">filters</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.14)"><span class="pre">list</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">[]</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#mlx.optimizers.MultiOptimizer" title="Link to this definition">#</a></dt>
<dd><p>Wraps a list of optimizers with corresponding weight predicates/filters
to make it easy to use different optimizers for different weights.</p>
<p>The predicates take the full “path” of the weight and the weight itself and
@@ -942,8 +942,8 @@ given for it.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters<span class="colon">:</span></dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>optimizers</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.13)"><em>list</em></a><em>[</em><a class="reference internal" href="../optimizer.html#mlx.optimizers.Optimizer" title="mlx.optimizers.Optimizer"><em>Optimizer</em></a><em>]</em>) – A list of optimizers to delegate to</p></li>
<li><p><strong>filters</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.13)"><em>list</em></a><em>[</em><em>Callable</em><em>[</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><em>str</em></a><em>, </em><a class="reference internal" href="../../_autosummary/mlx.core.array.html#mlx.core.array" title="mlx.core.array"><em>array</em></a><em>]</em><em>, </em><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.13)"><em>bool</em></a><em>]</em>) – A list of predicates that
<li><p><strong>optimizers</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.14)"><em>list</em></a><em>[</em><a class="reference internal" href="../optimizer.html#mlx.optimizers.Optimizer" title="mlx.optimizers.Optimizer"><em>Optimizer</em></a><em>]</em>) – A list of optimizers to delegate to</p></li>
<li><p><strong>filters</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.14)"><em>list</em></a><em>[</em><em>Callable</em><em>[</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.14)"><em>str</em></a><em>, </em><a class="reference internal" href="../../_autosummary/mlx.core.array.html#mlx.core.array" title="mlx.core.array"><em>array</em></a><em>]</em><em>, </em><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.14)"><em>bool</em></a><em>]</em>) – A list of predicates that
should be one less than the provided optimizers.</p></li>
</ul>
</dd>