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<h1>mlx.optimizers.join_schedules<a class="headerlink" href="#mlx-optimizers-join-schedules" title="Link to this heading">#</a></h1>
<dl class="py function">
<dt class="sig sig-object py" id="mlx.optimizers.join_schedules">
<span class="sig-name descname"><span class="pre">join_schedules</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">schedules</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/typing.html#typing.List" title="(in Python v3.13)"><span class="pre">List</span></a><span class="p"><span class="pre">[</span></span><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Callable" title="(in Python v3.13)"><span class="pre">Callable</span></a><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">boundaries</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/typing.html#typing.List" title="(in Python v3.13)"><span class="pre">List</span></a><span class="p"><span class="pre">[</span></span><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a><span class="p"><span class="pre">]</span></span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Callable" title="(in Python v3.13)"><span class="pre">Callable</span></a></span></span><a class="headerlink" href="#mlx.optimizers.join_schedules" title="Link to this definition">#</a></dt>
<span class="sig-name descname"><span class="pre">join_schedules</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">schedules</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/typing.html#typing.List" title="(in Python v3.14)"><span class="pre">List</span></a><span class="p"><span class="pre">[</span></span><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Callable" title="(in Python v3.14)"><span class="pre">Callable</span></a><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">boundaries</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/typing.html#typing.List" title="(in Python v3.14)"><span class="pre">List</span></a><span class="p"><span class="pre">[</span></span><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.14)"><span class="pre">int</span></a><span class="p"><span class="pre">]</span></span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Callable" title="(in Python v3.14)"><span class="pre">Callable</span></a></span></span><a class="headerlink" href="#mlx.optimizers.join_schedules" title="Link to this definition">#</a></dt>
<dd><p>Join multiple schedules to create a new schedule.</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>schedules</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>) – A list of schedules. Schedule <span class="math notranslate nohighlight">\(i+1\)</span>
<li><p><strong>schedules</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>) – A list of schedules. Schedule <span class="math notranslate nohighlight">\(i+1\)</span>
receives a step count indicating the number of steps since
the <span class="math notranslate nohighlight">\(i\)</span>-th boundary.</p></li>
<li><p><strong>boundaries</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 external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><em>int</em></a><em>)</em>) – A list of integers of length <code class="docutils literal notranslate"><span class="pre">len(schedules)</span> <span class="pre">-</span> <span class="pre">1</span></code>
<li><p><strong>boundaries</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 external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.14)"><em>int</em></a><em>)</em>) – A list of integers of length <code class="docutils literal notranslate"><span class="pre">len(schedules)</span> <span class="pre">-</span> <span class="pre">1</span></code>
that indicates when to transition between schedules.</p></li>
</ul>
</dd>