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Awni Hannun
2024-10-14 13:10:48 -07:00
committed by CircleCI Docs
parent a36fec5cb2
commit 836e96edde
496 changed files with 5955 additions and 3210 deletions
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12
docs/build/html/usage/lazy_evaluation.html vendored
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@@ -8,7 +8,7 @@
<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>Lazy Evaluation &#8212; MLX 0.18.0 documentation</title>
<title>Lazy Evaluation &#8212; MLX 0.18.1 documentation</title>
@@ -36,7 +36,7 @@
<link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd" />
<script src="../_static/vendor/fontawesome/6.1.2/js/all.min.js?digest=5b4479735964841361fd"></script>
<script src="../_static/documentation_options.js?v=4033e70d"></script>
<script src="../_static/documentation_options.js?v=fbcf6510"></script>
<script src="../_static/doctools.js?v=888ff710"></script>
<script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../_static/scripts/sphinx-book-theme.js?v=efea14e4"></script>
@@ -131,8 +131,8 @@
<img src="../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.18.0 documentation - Home"/>
<script>document.write(`<img src="../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.18.0 documentation - Home"/>`);</script>
<img src="../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.18.1 documentation - Home"/>
<script>document.write(`<img src="../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.18.1 documentation - Home"/>`);</script>
</a></div>
@@ -370,6 +370,7 @@
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.repeat.html">mlx.core.repeat</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.reshape.html">mlx.core.reshape</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.right_shift.html">mlx.core.right_shift</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.roll.html">mlx.core.roll</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.round.html">mlx.core.round</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.rsqrt.html">mlx.core.rsqrt</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.save.html">mlx.core.save</a></li>
@@ -425,6 +426,7 @@
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.random.truncated_normal.html">mlx.core.random.truncated_normal</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.random.uniform.html">mlx.core.random.uniform</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.random.laplace.html">mlx.core.random.laplace</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.random.permutation.html">mlx.core.random.permutation</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../python/transforms.html">Transforms</a><input class="toctree-checkbox" id="toctree-checkbox-6" name="toctree-checkbox-6" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-6"><i class="fa-solid fa-chevron-down"></i></label><ul>
@@ -958,7 +960,7 @@ stochastic gradient descent). A natural and usually efficient place to use
</div>
<p>An important behavior to be aware of is when the graph will be implicitly
evaluated. Anytime you <code class="docutils literal notranslate"><span class="pre">print</span></code> an array, convert it to an
<a class="reference external" href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="(in NumPy v2.1)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">numpy.ndarray</span></code></a>, or otherwise access it’s memory via <a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#memoryview" title="(in Python v3.12)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">memoryview</span></code></a>,
<a class="reference external" href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="(in NumPy v2.1)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">numpy.ndarray</span></code></a>, or otherwise access it’s memory via <a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#memoryview" title="(in Python v3.13)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">memoryview</span></code></a>,
the graph will be evaluated. Saving arrays via <a class="reference internal" href="../python/_autosummary/mlx.core.save.html#mlx.core.save" title="mlx.core.save"><code class="xref py py-func docutils literal notranslate"><span class="pre">save()</span></code></a> (or any other MLX
saving functions) will also evaluate the array.</p>
<p>Calling <a class="reference internal" href="../python/_autosummary/mlx.core.array.item.html#mlx.core.array.item" title="mlx.core.array.item"><code class="xref py py-func docutils literal notranslate"><span class="pre">array.item()</span></code></a> on a scalar array will also evaluate it. In the