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<li class="toctree-l1 has-children"><a class="reference internal" href="fft.html">FFT</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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<h1>Distributed Communication</h1>
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<section id="distributed-communication">
<span id="distributed"></span><h1>Distributed Communication<a class="headerlink" href="#distributed-communication" title="Link to this heading">#</a></h1>
<p>MLX provides a distributed communication package using MPI. The MPI library is
loaded at runtime; if MPI is available then distributed communication is also
made available.</p>
<div class="pst-scrollable-table-container"><table class="autosummary longtable table autosummary">
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="_autosummary/mlx.core.distributed.Group.html#mlx.core.distributed.Group" title="mlx.core.distributed.Group"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Group</span></code></a></p></td>
<td><p>An <a class="reference internal" href="_autosummary/mlx.core.distributed.Group.html#mlx.core.distributed.Group" title="mlx.core.distributed.Group"><code class="xref py py-class docutils literal notranslate"><span class="pre">mlx.core.distributed.Group</span></code></a> represents a group of independent mlx processes that can communicate.</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="_autosummary/mlx.core.distributed.is_available.html#mlx.core.distributed.is_available" title="mlx.core.distributed.is_available"><code class="xref py py-obj docutils literal notranslate"><span class="pre">is_available</span></code></a>()</p></td>
<td><p>Check if a communication backend is available.</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="_autosummary/mlx.core.distributed.init.html#mlx.core.distributed.init" title="mlx.core.distributed.init"><code class="xref py py-obj docutils literal notranslate"><span class="pre">init</span></code></a>([strict, backend])</p></td>
<td><p>Initialize the communication backend and create the global communication group.</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="_autosummary/mlx.core.distributed.all_sum.html#mlx.core.distributed.all_sum" title="mlx.core.distributed.all_sum"><code class="xref py py-obj docutils literal notranslate"><span class="pre">all_sum</span></code></a>(x, *[, group, stream])</p></td>
<td><p>All reduce sum.</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="_autosummary/mlx.core.distributed.all_gather.html#mlx.core.distributed.all_gather" title="mlx.core.distributed.all_gather"><code class="xref py py-obj docutils literal notranslate"><span class="pre">all_gather</span></code></a>(x, *[, group, stream])</p></td>
<td><p>Gather arrays from all processes.</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="_autosummary/mlx.core.distributed.send.html#mlx.core.distributed.send" title="mlx.core.distributed.send"><code class="xref py py-obj docutils literal notranslate"><span class="pre">send</span></code></a>(x, dst, *[, group, stream])</p></td>
<td><p>Send an array from the current process to the process that has rank <code class="docutils literal notranslate"><span class="pre">dst</span></code> in the group.</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="_autosummary/mlx.core.distributed.recv.html#mlx.core.distributed.recv" title="mlx.core.distributed.recv"><code class="xref py py-obj docutils literal notranslate"><span class="pre">recv</span></code></a>(shape, dtype, src, *[, group, stream])</p></td>
<td><p>Recv an array with shape <code class="docutils literal notranslate"><span class="pre">shape</span></code> and dtype <code class="docutils literal notranslate"><span class="pre">dtype</span></code> from process with rank <code class="docutils literal notranslate"><span class="pre">src</span></code>.</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="_autosummary/mlx.core.distributed.recv_like.html#mlx.core.distributed.recv_like" title="mlx.core.distributed.recv_like"><code class="xref py py-obj docutils literal notranslate"><span class="pre">recv_like</span></code></a>(x, src, *[, group, stream])</p></td>
<td><p>Recv an array with shape and type like <code class="docutils literal notranslate"><span class="pre">x</span></code> from process with rank <code class="docutils literal notranslate"><span class="pre">src</span></code>.</p></td>
</tr>
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