docs update

This commit is contained in:
Awni Hannun
2024-02-17 13:25:37 -08:00
committed by CircleCI Docs
parent e492638dff
commit 2c714de62a
371 changed files with 32812 additions and 6257 deletions

View File

@@ -9,7 +9,7 @@
<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>Devices and Streams &#8212; MLX 0.2.0 documentation</title>
<title>Devices and Streams &#8212; MLX 0.3.0 documentation</title>
@@ -134,8 +134,8 @@
<img src="../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.2.0 documentation - Home"/>
<script>document.write(`<img src="../_static/mlx_logo.png" class="logo__image only-dark" alt="MLX 0.2.0 documentation - Home"/>`);</script>
<img src="../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.3.0 documentation - Home"/>
<script>document.write(`<img src="../_static/mlx_logo.png" class="logo__image only-dark" alt="MLX 0.3.0 documentation - Home"/>`);</script>
</a></div>
@@ -206,12 +206,13 @@
</li>
<li class="toctree-l1 current active has-children"><a class="current reference internal" href="#">Devices and Streams</a><input checked="" class="toctree-checkbox" id="toctree-checkbox-2" name="toctree-checkbox-2" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-2"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="_autosummary/mlx.core.Device.html">mlx.core.Device</a></li>
<li class="toctree-l2"><a class="reference internal" href="_autosummary/stream_class.html">mlx.core.Stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="_autosummary/mlx.core.default_device.html">mlx.core.default_device</a></li>
<li class="toctree-l2"><a class="reference internal" href="_autosummary/mlx.core.set_default_device.html">mlx.core.set_default_device</a></li>
<li class="toctree-l2"><a class="reference internal" href="_autosummary/mlx.core.Stream.html">mlx.core.Stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="_autosummary/mlx.core.default_stream.html">mlx.core.default_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="_autosummary/mlx.core.new_stream.html">mlx.core.new_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="_autosummary/mlx.core.set_default_stream.html">mlx.core.set_default_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="_autosummary/mlx.core.stream.html">mlx.core.stream</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="ops.html">Operations</a><input class="toctree-checkbox" id="toctree-checkbox-3" name="toctree-checkbox-3" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-3"><i class="fa-solid fa-chevron-down"></i></label><ul>
@@ -405,6 +406,8 @@
</li>
<li class="toctree-l2 has-children"><a class="reference internal" href="nn/layers.html">Layers</a><input class="toctree-checkbox" id="toctree-checkbox-10" name="toctree-checkbox-10" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-10"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l3"><a class="reference internal" href="nn/_autosummary/mlx.nn.ALiBi.html">mlx.nn.ALiBi</a></li>
<li class="toctree-l3"><a class="reference internal" href="nn/_autosummary/mlx.nn.AvgPool1d.html">mlx.nn.AvgPool1d</a></li>
<li class="toctree-l3"><a class="reference internal" href="nn/_autosummary/mlx.nn.AvgPool2d.html">mlx.nn.AvgPool2d</a></li>
<li class="toctree-l3"><a class="reference internal" href="nn/_autosummary/mlx.nn.BatchNorm.html">mlx.nn.BatchNorm</a></li>
<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>
@@ -417,6 +420,8 @@
<li class="toctree-l3"><a class="reference internal" href="nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
<li class="toctree-l3"><a class="reference internal" href="nn/_autosummary/mlx.nn.MaxPool2d.html">mlx.nn.MaxPool2d</a></li>
<li class="toctree-l3"><a class="reference internal" href="nn/_autosummary/mlx.nn.Mish.html">mlx.nn.Mish</a></li>
<li class="toctree-l3"><a class="reference internal" href="nn/_autosummary/mlx.nn.MultiHeadAttention.html">mlx.nn.MultiHeadAttention</a></li>
<li class="toctree-l3"><a class="reference internal" href="nn/_autosummary/mlx.nn.PReLU.html">mlx.nn.PReLU</a></li>
@@ -477,25 +482,34 @@
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="optimizers.html">Optimizers</a><input class="toctree-checkbox" id="toctree-checkbox-14" name="toctree-checkbox-14" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-14"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2 has-children"><a class="reference internal" href="optimizer.html">Optimizer</a><input class="toctree-checkbox" id="toctree-checkbox-15" name="toctree-checkbox-15" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-15"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l3"><a class="reference internal" href="_autosummary/mlx.optimizers.Optimizer.state.html">mlx.optimizers.Optimizer.state</a></li>
<li class="toctree-l3"><a class="reference internal" href="_autosummary/mlx.optimizers.Optimizer.apply_gradients.html">mlx.optimizers.Optimizer.apply_gradients</a></li>
<li class="toctree-l3"><a class="reference internal" href="_autosummary/mlx.optimizers.Optimizer.init.html">mlx.optimizers.Optimizer.init</a></li>
<li class="toctree-l3"><a class="reference internal" href="_autosummary/mlx.optimizers.Optimizer.update.html">mlx.optimizers.Optimizer.update</a></li>
<li class="toctree-l2 has-children"><a class="reference internal" href="optimizers/optimizer.html">Optimizer</a><input class="toctree-checkbox" id="toctree-checkbox-15" name="toctree-checkbox-15" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-15"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l3"><a class="reference internal" href="optimizers/_autosummary/mlx.optimizers.Optimizer.state.html">mlx.optimizers.Optimizer.state</a></li>
<li class="toctree-l3"><a class="reference internal" href="optimizers/_autosummary/mlx.optimizers.Optimizer.apply_gradients.html">mlx.optimizers.Optimizer.apply_gradients</a></li>
<li class="toctree-l3"><a class="reference internal" href="optimizers/_autosummary/mlx.optimizers.Optimizer.init.html">mlx.optimizers.Optimizer.init</a></li>
<li class="toctree-l3"><a class="reference internal" href="optimizers/_autosummary/mlx.optimizers.Optimizer.update.html">mlx.optimizers.Optimizer.update</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="_autosummary/mlx.optimizers.SGD.html">mlx.optimizers.SGD</a></li>
<li class="toctree-l2"><a class="reference internal" href="_autosummary/mlx.optimizers.RMSprop.html">mlx.optimizers.RMSprop</a></li>
<li class="toctree-l2"><a class="reference internal" href="_autosummary/mlx.optimizers.Adagrad.html">mlx.optimizers.Adagrad</a></li>
<li class="toctree-l2"><a class="reference internal" href="_autosummary/mlx.optimizers.Adafactor.html">mlx.optimizers.Adafactor</a></li>
<li class="toctree-l2"><a class="reference internal" href="_autosummary/mlx.optimizers.AdaDelta.html">mlx.optimizers.AdaDelta</a></li>
<li class="toctree-l2"><a class="reference internal" href="_autosummary/mlx.optimizers.Adam.html">mlx.optimizers.Adam</a></li>
<li class="toctree-l2"><a class="reference internal" href="_autosummary/mlx.optimizers.AdamW.html">mlx.optimizers.AdamW</a></li>
<li class="toctree-l2"><a class="reference internal" href="_autosummary/mlx.optimizers.Adamax.html">mlx.optimizers.Adamax</a></li>
<li class="toctree-l2"><a class="reference internal" href="_autosummary/mlx.optimizers.Lion.html">mlx.optimizers.Lion</a></li>
<li class="toctree-l2 has-children"><a class="reference internal" href="optimizers/common_optimizers.html">Common Optimizers</a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l3"><a class="reference internal" href="optimizers/_autosummary/mlx.optimizers.SGD.html">mlx.optimizers.SGD</a></li>
<li class="toctree-l3"><a class="reference internal" href="optimizers/_autosummary/mlx.optimizers.RMSprop.html">mlx.optimizers.RMSprop</a></li>
<li class="toctree-l3"><a class="reference internal" href="optimizers/_autosummary/mlx.optimizers.Adagrad.html">mlx.optimizers.Adagrad</a></li>
<li class="toctree-l3"><a class="reference internal" href="optimizers/_autosummary/mlx.optimizers.Adafactor.html">mlx.optimizers.Adafactor</a></li>
<li class="toctree-l3"><a class="reference internal" href="optimizers/_autosummary/mlx.optimizers.AdaDelta.html">mlx.optimizers.AdaDelta</a></li>
<li class="toctree-l3"><a class="reference internal" href="optimizers/_autosummary/mlx.optimizers.Adam.html">mlx.optimizers.Adam</a></li>
<li class="toctree-l3"><a class="reference internal" href="optimizers/_autosummary/mlx.optimizers.AdamW.html">mlx.optimizers.AdamW</a></li>
<li class="toctree-l3"><a class="reference internal" href="optimizers/_autosummary/mlx.optimizers.Adamax.html">mlx.optimizers.Adamax</a></li>
<li class="toctree-l3"><a class="reference internal" href="optimizers/_autosummary/mlx.optimizers.Lion.html">mlx.optimizers.Lion</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-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2 has-children"><a class="reference internal" href="optimizers/schedulers.html">Schedulers</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-17"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l3"><a class="reference internal" href="optimizers/_autosummary/mlx.optimizers.step_decay.html">mlx.optimizers.step_decay</a></li>
<li class="toctree-l3"><a class="reference internal" href="optimizers/_autosummary/mlx.optimizers.exponential_decay.html">mlx.optimizers.exponential_decay</a></li>
<li class="toctree-l3"><a class="reference internal" href="optimizers/_autosummary/mlx.optimizers.cosine_decay.html">mlx.optimizers.cosine_decay</a></li>
</ul>
</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-18" name="toctree-checkbox-18" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-18"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="_autosummary/mlx.utils.tree_flatten.html">mlx.utils.tree_flatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="_autosummary/mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="_autosummary/mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
@@ -679,25 +693,28 @@ document.write(`
<table class="autosummary longtable table autosummary">
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="_autosummary/mlx.core.Device.html#mlx.core.Device" title="mlx.core.Device"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Device</span></code></a></p></td>
<td><p></p></td>
<td><p>A device to run operations on.</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="_autosummary/mlx.core.default_device.html#mlx.core.default_device" title="mlx.core.default_device"><code class="xref py py-obj docutils literal notranslate"><span class="pre">default_device</span></code></a>()</p></td>
<td><p></p></td>
<tr class="row-even"><td><p><a class="reference internal" href="_autosummary/stream_class.html#mlx.core.Stream" title="mlx.core.Stream"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Stream</span></code></a></p></td>
<td><p>A stream for running operations on a given device.</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="_autosummary/mlx.core.set_default_device.html#mlx.core.set_default_device" title="mlx.core.set_default_device"><code class="xref py py-obj docutils literal notranslate"><span class="pre">set_default_device</span></code></a>(device)</p></td>
<td><p></p></td>
<tr class="row-odd"><td><p><a class="reference internal" href="_autosummary/mlx.core.default_device.html#mlx.core.default_device" title="mlx.core.default_device"><code class="xref py py-obj docutils literal notranslate"><span class="pre">default_device</span></code></a>()</p></td>
<td><p>Get the default device.</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="_autosummary/mlx.core.Stream.html#mlx.core.Stream" title="mlx.core.Stream"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Stream</span></code></a></p></td>
<td><p></p></td>
<tr class="row-even"><td><p><a class="reference internal" href="_autosummary/mlx.core.set_default_device.html#mlx.core.set_default_device" title="mlx.core.set_default_device"><code class="xref py py-obj docutils literal notranslate"><span class="pre">set_default_device</span></code></a>(device)</p></td>
<td><p>Set the default device.</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="_autosummary/mlx.core.default_stream.html#mlx.core.default_stream" title="mlx.core.default_stream"><code class="xref py py-obj docutils literal notranslate"><span class="pre">default_stream</span></code></a>(device)</p></td>
<td><p></p></td>
<td><p>Get the device's default stream.</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="_autosummary/mlx.core.new_stream.html#mlx.core.new_stream" title="mlx.core.new_stream"><code class="xref py py-obj docutils literal notranslate"><span class="pre">new_stream</span></code></a>(device)</p></td>
<td><p></p></td>
<td><p>Make a new stream on the given device.</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="_autosummary/mlx.core.set_default_stream.html#mlx.core.set_default_stream" title="mlx.core.set_default_stream"><code class="xref py py-obj docutils literal notranslate"><span class="pre">set_default_stream</span></code></a>(stream)</p></td>
<td><p></p></td>
<td><p>Set the default stream.</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="_autosummary/mlx.core.stream.html#mlx.core.stream" title="mlx.core.stream"><code class="xref py py-obj docutils literal notranslate"><span class="pre">stream</span></code></a>(s)</p></td>
<td><p>Create a context manager to set the default device and stream.</p></td>
</tr>
</tbody>
</table>