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Awni Hannun
2024-09-17 12:06:14 -07:00
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docs/build/html/python/optimizers/_autosummary/mlx.optimizers.Optimizer.update.html vendored
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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.optimizers.Optimizer.update &#8212; MLX 0.17.0 documentation</title>
<title>mlx.optimizers.Optimizer.update &#8212; MLX 0.17.3 documentation</title>
@@ -36,7 +36,7 @@
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<script src="../../../_static/vendor/fontawesome/6.1.2/js/all.min.js?digest=5b4479735964841361fd"></script>
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@@ -131,8 +131,8 @@
<img src="../../../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.17.0 documentation - Home"/>
<script>document.write(`<img src="../../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.17.0 documentation - Home"/>`);</script>
<img src="../../../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.17.3 documentation - Home"/>
<script>document.write(`<img src="../../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.17.3 documentation - Home"/>`);</script>
</a></div>
@@ -220,8 +220,9 @@
<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/mlx.core.array.sqrt.html">mlx.core.array.sqrt</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/mlx.core.array.square.html">mlx.core.array.square</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/mlx.core.array.squeeze.html">mlx.core.array.squeeze</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/mlx.core.array.swapaxes.html">mlx.core.array.swapaxes</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/mlx.core.array.std.html">mlx.core.array.std</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/mlx.core.array.sum.html">mlx.core.array.sum</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/mlx.core.array.swapaxes.html">mlx.core.array.swapaxes</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/mlx.core.array.transpose.html">mlx.core.array.transpose</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/mlx.core.array.T.html">mlx.core.array.T</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/mlx.core.array.var.html">mlx.core.array.var</a></li>
@@ -283,6 +284,10 @@
<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/mlx.core.convolve.html">mlx.core.convolve</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/mlx.core.conv1d.html">mlx.core.conv1d</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/mlx.core.conv2d.html">mlx.core.conv2d</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/mlx.core.conv3d.html">mlx.core.conv3d</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/mlx.core.conv_transpose1d.html">mlx.core.conv_transpose1d</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/mlx.core.conv_transpose2d.html">mlx.core.conv_transpose2d</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/mlx.core.conv_transpose3d.html">mlx.core.conv_transpose3d</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/mlx.core.conv_general.html">mlx.core.conv_general</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/mlx.core.cos.html">mlx.core.cos</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/mlx.core.cosh.html">mlx.core.cosh</a></li>
@@ -316,6 +321,7 @@
<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/mlx.core.hadamard_transform.html">mlx.core.hadamard_transform</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/mlx.core.identity.html">mlx.core.identity</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/mlx.core.inner.html">mlx.core.inner</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/mlx.core.isfinite.html">mlx.core.isfinite</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/mlx.core.isclose.html">mlx.core.isclose</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/mlx.core.isinf.html">mlx.core.isinf</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/mlx.core.isnan.html">mlx.core.isnan</a></li>
@@ -515,6 +521,9 @@
<li class="toctree-l3"><a class="reference internal" href="../../nn/_autosummary/mlx.nn.Conv1d.html">mlx.nn.Conv1d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../../nn/_autosummary/mlx.nn.Conv2d.html">mlx.nn.Conv2d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../../nn/_autosummary/mlx.nn.Conv3d.html">mlx.nn.Conv3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../../nn/_autosummary/mlx.nn.ConvTranspose1d.html">mlx.nn.ConvTranspose1d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../../nn/_autosummary/mlx.nn.ConvTranspose2d.html">mlx.nn.ConvTranspose2d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../../nn/_autosummary/mlx.nn.ConvTranspose3d.html">mlx.nn.ConvTranspose3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../../nn/_autosummary/mlx.nn.Dropout.html">mlx.nn.Dropout</a></li>
<li class="toctree-l3"><a class="reference internal" href="../../nn/_autosummary/mlx.nn.Dropout2d.html">mlx.nn.Dropout2d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
@@ -652,6 +661,9 @@
<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/mlx.core.distributed.init.html">mlx.core.distributed.init</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/mlx.core.distributed.all_sum.html">mlx.core.distributed.all_sum</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/mlx.core.distributed.all_gather.html">mlx.core.distributed.all_gather</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/mlx.core.distributed.send.html">mlx.core.distributed.send</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/mlx.core.distributed.recv.html">mlx.core.distributed.recv</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../_autosummary/mlx.core.distributed.recv_like.html">mlx.core.distributed.recv_like</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
@@ -851,7 +863,7 @@ document.write(`
<h1>mlx.optimizers.Optimizer.update<a class="headerlink" href="#mlx-optimizers-optimizer-update" title="Link to this heading">#</a></h1>
<dl class="py method">
<dt class="sig sig-object py" id="mlx.optimizers.Optimizer.update">
<span class="sig-prename descclassname"><span class="pre">Optimizer.</span></span><span class="sig-name descname"><span class="pre">update</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="../../nn/module.html#mlx.nn.Module" title="mlx.nn.Module"><span class="pre">Module</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">gradients</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#dict" title="(in Python v3.12)"><span class="pre">dict</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#mlx.optimizers.Optimizer.update" title="Link to this definition">#</a></dt>
<span class="sig-prename descclassname"><span class="pre">Optimizer.</span></span><span class="sig-name descname"><span class="pre">update</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="../../nn/module.html#mlx.nn.Module" title="mlx.nn.layers.base.Module"><span class="pre">Module</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">gradients</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#dict" title="(in Python v3.12)"><span class="pre">dict</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#mlx.optimizers.Optimizer.update" title="Link to this definition">#</a></dt>
<dd><p>Apply the gradients to the parameters of the model and update the
model with the new parameters.</p>
<dl class="field-list simple">