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<title>mlx.core.Device — MLX 0.21.1 documentation</title>
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<link rel="prev" title="Devices and Streams" href="../devices_and_streams.html" />
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<img src="../../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.21.1 documentation - Home"/>
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<li class="toctree-l1 current active has-children"><a class="reference internal" href="../devices_and_streams.html">Devices and Streams</a><details open="open"><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul class="current">
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.unflatten.html">mlx.core.unflatten</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/extensions.html">Custom Extensions in MLX</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/metal_debugger.html">Metal Debugger</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/custom_metal_kernels.html">Custom Metal Kernels</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/mlx_in_cpp.html">Using MLX in C++</a></li>
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</ul>
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<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
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<title>mlx.core.Dtype — MLX 0.21.1 documentation</title>
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<title>mlx.core.Dtype — MLX 0.22.0 documentation</title>
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<link rel="prev" title="Data Types" href="../data_types.html" />
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<img src="../../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.21.1 documentation - Home"/>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/export.html">Exporting Functions</a></li>
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</ul>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<li class="toctree-l2 current active"><a class="current reference internal" href="#">mlx.core.Dtype</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.DtypeCategory.html">mlx.core.DtypeCategory</a></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../devices_and_streams.html">Devices and Streams</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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@@ -242,6 +244,13 @@
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.synchronize.html">mlx.core.synchronize</a></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../export.html">Export Functions</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.add.html">mlx.core.add</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.isneginf.html">mlx.core.isneginf</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.kron.html">mlx.core.kron</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.less_equal.html">mlx.core.less_equal</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.sign.html">mlx.core.sign</a></li>
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|
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<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark pst-js-only" alt="MLX 0.22.0 documentation - Home"/>
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</a></div>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
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|
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<li class="toctree-l1"><a class="reference internal" href="../../usage/export.html">Exporting Functions</a></li>
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</ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.Dtype.html">mlx.core.Dtype</a></li>
|
||||
<li class="toctree-l2 current active"><a class="current reference internal" href="#">mlx.core.DtypeCategory</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.issubdtype.html">mlx.core.issubdtype</a></li>
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</details></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../devices_and_streams.html">Devices and Streams</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../export.html">Export Functions</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.abs.html">mlx.core.abs</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/extensions.html">Custom Extensions in MLX</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/metal_debugger.html">Metal Debugger</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/custom_metal_kernels.html">Custom Metal Kernels</a></li>
|
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<li class="toctree-l1"><a class="reference internal" href="../../dev/mlx_in_cpp.html">Using MLX in C++</a></li>
|
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<title>mlx.core.abs — MLX 0.21.1 documentation</title>
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|
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|
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|
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<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark pst-js-only" alt="MLX 0.22.0 documentation - Home"/>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../devices_and_streams.html">Devices and Streams</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../export.html">Export Functions</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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<li class="toctree-l1 current active has-children"><a class="reference internal" href="../ops.html">Operations</a><details open="open"><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul class="current">
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.abs.html">mlx.core.abs</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/extensions.html">Custom Extensions in MLX</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/metal_debugger.html">Metal Debugger</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/mlx_in_cpp.html">Using MLX in C++</a></li>
|
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<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark pst-js-only" alt="MLX 0.22.0 documentation - Home"/>
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</a></div>
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@@ -160,6 +160,7 @@
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<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/export.html">Exporting Functions</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
|
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<ul class="nav bd-sidenav">
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@@ -228,6 +229,7 @@
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.Dtype.html">mlx.core.Dtype</a></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../devices_and_streams.html">Devices and Streams</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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@@ -242,6 +244,13 @@
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.synchronize.html">mlx.core.synchronize</a></li>
|
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</ul>
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</details></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../export.html">Export Functions</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.export_function.html">mlx.core.export_function</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.export_to_dot.html">mlx.core.export_to_dot</a></li>
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<li class="toctree-l1 current active has-children"><a class="reference internal" href="../ops.html">Operations</a><details open="open"><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul class="current">
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||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.abs.html">mlx.core.abs</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.add.html">mlx.core.add</a></li>
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|
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.kron.html">mlx.core.kron</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.left_shift.html">mlx.core.left_shift</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.sort.html">mlx.core.sort</a></li>
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||||
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|
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<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark pst-js-only" alt="MLX 0.22.0 documentation - Home"/>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/export.html">Exporting Functions</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/extensions.html">Custom Extensions in MLX</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/metal_debugger.html">Metal Debugger</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/custom_metal_kernels.html">Custom Metal Kernels</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/mlx_in_cpp.html">Using MLX in C++</a></li>
|
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<title>mlx.core.any — MLX 0.21.1 documentation</title>
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<img src="../../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.21.1 documentation - Home"/>
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@@ -160,6 +160,7 @@
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<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark pst-js-only" alt="MLX 0.22.0 documentation - Home"/>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<ul class="nav bd-sidenav">
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<li class="toctree-l1 has-children"><a class="reference internal" href="../devices_and_streams.html">Devices and Streams</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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</details></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../export.html">Export Functions</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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<li class="toctree-l1 current active has-children"><a class="reference internal" href="../ops.html">Operations</a><details open="open"><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul class="current">
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.abs.html">mlx.core.abs</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/extensions.html">Custom Extensions in MLX</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/metal_debugger.html">Metal Debugger</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/mlx_in_cpp.html">Using MLX in C++</a></li>
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<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark pst-js-only" alt="MLX 0.22.0 documentation - Home"/>
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<title>mlx.core.arccosh — MLX 0.21.1 documentation</title>
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<title>mlx.core.arccosh — MLX 0.22.0 documentation</title>
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<img src="../../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.21.1 documentation - Home"/>
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<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark pst-js-only" alt="MLX 0.22.0 documentation - Home"/>
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</a></div>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/export.html">Exporting Functions</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<ul class="nav bd-sidenav">
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@@ -228,6 +229,7 @@
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.Dtype.html">mlx.core.Dtype</a></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../devices_and_streams.html">Devices and Streams</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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@@ -242,6 +244,13 @@
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.synchronize.html">mlx.core.synchronize</a></li>
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</ul>
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</details></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../export.html">Export Functions</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.export_function.html">mlx.core.export_function</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.exporter.html">mlx.core.exporter</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.export_to_dot.html">mlx.core.export_to_dot</a></li>
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<li class="toctree-l1 current active has-children"><a class="reference internal" href="../ops.html">Operations</a><details open="open"><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul class="current">
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.abs.html">mlx.core.abs</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.isneginf.html">mlx.core.isneginf</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.issubdtype.html">mlx.core.issubdtype</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.kron.html">mlx.core.kron</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.left_shift.html">mlx.core.left_shift</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.sin.html">mlx.core.sin</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.sinh.html">mlx.core.sinh</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/extensions.html">Custom Extensions in MLX</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/metal_debugger.html">Metal Debugger</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/mlx_in_cpp.html">Using MLX in C++</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/extensions.html">Custom Extensions in MLX</a></li>
|
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|
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<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark pst-js-only" alt="MLX 0.22.0 documentation - Home"/>
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</a></div>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../devices_and_streams.html">Devices and Streams</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../export.html">Export Functions</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.export_function.html">mlx.core.export_function</a></li>
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<li class="toctree-l1 current active has-children"><a class="reference internal" href="../ops.html">Operations</a><details open="open"><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul class="current">
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.abs.html">mlx.core.abs</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/extensions.html">Custom Extensions in MLX</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/metal_debugger.html">Metal Debugger</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/mlx_in_cpp.html">Using MLX in C++</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<li class="toctree-l1 current active has-children"><a class="reference internal" href="../ops.html">Operations</a><details open="open"><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul class="current">
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<li class="toctree-l1"><a class="reference internal" href="../../dev/extensions.html">Custom Extensions in MLX</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/metal_debugger.html">Metal Debugger</a></li>
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|
||||
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|
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<img src="../../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.22.0 documentation - Home"/>
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<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark pst-js-only" alt="MLX 0.22.0 documentation - Home"/>
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|
||||
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||||
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|
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<title>mlx.core.argmin — MLX 0.21.1 documentation</title>
|
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|
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|
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<script src="../../_static/scripts/sphinx-book-theme.js?v=887ef09a"></script>
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
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<meta name="docsearch:version" content="0.21.1" />
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<img src="../../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.21.1 documentation - Home"/>
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<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark pst-js-only" alt="MLX 0.22.0 documentation - Home"/>
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</a></div>
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@@ -160,6 +160,7 @@
|
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<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
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||||
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../usage/export.html">Exporting Functions</a></li>
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</ul>
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||||
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<ul class="nav bd-sidenav">
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@@ -228,6 +229,7 @@
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.Dtype.html">mlx.core.Dtype</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.DtypeCategory.html">mlx.core.DtypeCategory</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.issubdtype.html">mlx.core.issubdtype</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.finfo.html">mlx.core.finfo</a></li>
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</ul>
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</details></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../devices_and_streams.html">Devices and Streams</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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@@ -242,6 +244,13 @@
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.synchronize.html">mlx.core.synchronize</a></li>
|
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</ul>
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</details></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../export.html">Export Functions</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.export_function.html">mlx.core.export_function</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.import_function.html">mlx.core.import_function</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.exporter.html">mlx.core.exporter</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.export_to_dot.html">mlx.core.export_to_dot</a></li>
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</ul>
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<li class="toctree-l1 current active has-children"><a class="reference internal" href="../ops.html">Operations</a><details open="open"><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul class="current">
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<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark pst-js-only" alt="MLX 0.22.0 documentation - Home"/>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../devices_and_streams.html">Devices and Streams</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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<li class="toctree-l1 current active has-children"><a class="reference internal" href="../ops.html">Operations</a><details open="open"><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul class="current">
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<li class="toctree-l1"><a class="reference internal" href="../../dev/extensions.html">Custom Extensions in MLX</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/metal_debugger.html">Metal Debugger</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/mlx_in_cpp.html">Using MLX in C++</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<dd><p>An N-dimensional array object.</p>
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|
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<span class="sig-name descname"><span class="pre">__init__</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#mlx.core.array" title="mlx.core.array"><span class="pre">array</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">val</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">scalar</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.13)"><span class="pre">list</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#tuple" title="(in Python v3.13)"><span class="pre">tuple</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="(in NumPy v2.1)"><span class="pre">ndarray</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="#mlx.core.array" title="mlx.core.array"><span class="pre">array</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="mlx.core.Dtype.html#mlx.core.Dtype" title="mlx.core.Dtype"><span class="pre">Dtype</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.13)"><span class="pre">None</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#mlx.core.array.__init__" title="Link to this definition">#</a></dt>
|
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<span class="sig-name descname"><span class="pre">__init__</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#mlx.core.array" title="mlx.core.array"><span class="pre">array</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">val</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">scalar</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.13)"><span class="pre">list</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#tuple" title="(in Python v3.13)"><span class="pre">tuple</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="(in NumPy v2.2)"><span class="pre">ndarray</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="#mlx.core.array" title="mlx.core.array"><span class="pre">array</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="mlx.core.Dtype.html#mlx.core.Dtype" title="mlx.core.Dtype"><span class="pre">Dtype</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.13)"><span class="pre">None</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#mlx.core.array.__init__" title="Link to this definition">#</a></dt>
|
||||
<dd></dd></dl>
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||||
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<p class="rubric">Methods</p>
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@@ -1146,8 +1165,8 @@ By MLX Contributors
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<title>mlx.core.array.item — MLX 0.22.0 documentation</title>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/export.html">Exporting Functions</a></li>
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</ul>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<ul class="nav bd-sidenav">
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.export_to_dot.html">mlx.core.export_to_dot</a></li>
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||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.abs.html">mlx.core.abs</a></li>
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|
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<li class="toctree-l1"><a class="reference internal" href="../../dev/extensions.html">Custom Extensions in MLX</a></li>
|
||||
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|
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|
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<title>mlx.core.atleast_2d — MLX 0.21.1 documentation</title>
|
||||
<title>mlx.core.atleast_2d — MLX 0.22.0 documentation</title>
|
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<img src="../../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.21.1 documentation - Home"/>
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<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark pst-js-only" alt="MLX 0.21.1 documentation - Home"/>
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<img src="../../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.22.0 documentation - Home"/>
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<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark pst-js-only" alt="MLX 0.22.0 documentation - Home"/>
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</a></div>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
|
||||
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||||
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
|
||||
<ul class="nav bd-sidenav">
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||||
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||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.Dtype.html">mlx.core.Dtype</a></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../devices_and_streams.html">Devices and Streams</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.export_function.html">mlx.core.export_function</a></li>
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<li class="toctree-l1 current active has-children"><a class="reference internal" href="../ops.html">Operations</a><details open="open"><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul class="current">
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|
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<li class="toctree-l1"><a class="reference internal" href="../../dev/extensions.html">Custom Extensions in MLX</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../dev/metal_debugger.html">Metal Debugger</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/mlx_in_cpp.html">Using MLX in C++</a></li>
|
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<title>mlx.core.atleast_3d — MLX 0.21.1 documentation</title>
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<title>mlx.core.atleast_3d — MLX 0.22.0 documentation</title>
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<title>mlx.core.bitwise_and — MLX 0.22.0 documentation</title>
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<img src="../../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.21.1 documentation - Home"/>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/export.html">Exporting Functions</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<ul class="nav bd-sidenav">
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.Dtype.html">mlx.core.Dtype</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.export_to_dot.html">mlx.core.export_to_dot</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.abs.html">mlx.core.abs</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/extensions.html">Custom Extensions in MLX</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/metal_debugger.html">Metal Debugger</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/export.html">Exporting Functions</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<ul class="nav bd-sidenav">
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@@ -228,6 +229,7 @@
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.Dtype.html">mlx.core.Dtype</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.DtypeCategory.html">mlx.core.DtypeCategory</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.issubdtype.html">mlx.core.issubdtype</a></li>
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@@ -242,6 +244,13 @@
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<li class="toctree-l1 has-children"><a class="reference internal" href="../export.html">Export Functions</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.export_function.html">mlx.core.export_function</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.exporter.html">mlx.core.exporter</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.export_to_dot.html">mlx.core.export_to_dot</a></li>
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<li class="toctree-l1 current active has-children"><a class="reference internal" href="../ops.html">Operations</a><details open="open"><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul class="current">
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.abs.html">mlx.core.abs</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.kron.html">mlx.core.kron</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.left_shift.html">mlx.core.left_shift</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.sinh.html">mlx.core.sinh</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.slice.html">mlx.core.slice</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/extensions.html">Custom Extensions in MLX</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/metal_debugger.html">Metal Debugger</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/mlx_in_cpp.html">Using MLX in C++</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/extensions.html">Custom Extensions in MLX</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/metal_debugger.html">Metal Debugger</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/mlx_in_cpp.html">Using MLX in C++</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/mlx_in_cpp.html">Using MLX in C++</a></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../export.html">Export Functions</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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<li class="toctree-l1 current active has-children"><a class="reference internal" href="../ops.html">Operations</a><details open="open"><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul class="current">
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||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.abs.html">mlx.core.abs</a></li>
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|
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<li class="toctree-l1"><a class="reference internal" href="../../dev/extensions.html">Custom Extensions in MLX</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../dev/metal_debugger.html">Metal Debugger</a></li>
|
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|
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|
||||
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|
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<img src="../../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.21.1 documentation - Home"/>
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<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark pst-js-only" alt="MLX 0.21.1 documentation - Home"/>
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<img src="../../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.22.0 documentation - Home"/>
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<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark pst-js-only" alt="MLX 0.22.0 documentation - Home"/>
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</a></div>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
|
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<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
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||||
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<li class="toctree-l1"><a class="reference internal" href="../../usage/export.html">Exporting Functions</a></li>
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||||
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
|
||||
<ul class="nav bd-sidenav">
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.Dtype.html">mlx.core.Dtype</a></li>
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</ul>
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</details></li>
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||||
<li class="toctree-l1 has-children"><a class="reference internal" href="../devices_and_streams.html">Devices and Streams</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
|
||||
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</details></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../export.html">Export Functions</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.export_function.html">mlx.core.export_function</a></li>
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</details></li>
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<li class="toctree-l1 current active has-children"><a class="reference internal" href="../ops.html">Operations</a><details open="open"><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul class="current">
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||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.abs.html">mlx.core.abs</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/extensions.html">Custom Extensions in MLX</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/metal_debugger.html">Metal Debugger</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/custom_metal_kernels.html">Custom Metal Kernels</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../dev/mlx_in_cpp.html">Using MLX in C++</a></li>
|
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<script src="../../_static/scripts/fontawesome.js?digest=8878045cc6db502f8baf"></script>
|
||||
<!-- Pre-loaded scripts that we'll load fully later -->
|
||||
<link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
|
||||
<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
|
||||
<link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=8878045cc6db502f8baf" />
|
||||
<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=8878045cc6db502f8baf" />
|
||||
|
||||
<script src="../../_static/documentation_options.js?v=acb17c73"></script>
|
||||
<script src="../../_static/documentation_options.js?v=c952a61b"></script>
|
||||
<script src="../../_static/doctools.js?v=9a2dae69"></script>
|
||||
<script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
|
||||
<script src="../../_static/scripts/sphinx-book-theme.js?v=887ef09a"></script>
|
||||
@@ -51,7 +51,7 @@
|
||||
<link rel="prev" title="mlx.core.cosh" href="mlx.core.cosh.html" />
|
||||
<meta name="viewport" content="width=device-width, initial-scale=1"/>
|
||||
<meta name="docsearch:language" content="en"/>
|
||||
<meta name="docsearch:version" content="0.21.1" />
|
||||
<meta name="docsearch:version" content="0.22.0" />
|
||||
</head>
|
||||
|
||||
|
||||
@@ -130,8 +130,8 @@
|
||||
|
||||
|
||||
|
||||
<img src="../../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.21.1 documentation - Home"/>
|
||||
<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark pst-js-only" alt="MLX 0.21.1 documentation - Home"/>
|
||||
<img src="../../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.22.0 documentation - Home"/>
|
||||
<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark pst-js-only" alt="MLX 0.22.0 documentation - Home"/>
|
||||
|
||||
|
||||
</a></div>
|
||||
@@ -160,6 +160,7 @@
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../usage/export.html">Exporting Functions</a></li>
|
||||
</ul>
|
||||
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
|
||||
<ul class="nav bd-sidenav">
|
||||
@@ -228,6 +229,7 @@
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.Dtype.html">mlx.core.Dtype</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.DtypeCategory.html">mlx.core.DtypeCategory</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.issubdtype.html">mlx.core.issubdtype</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.finfo.html">mlx.core.finfo</a></li>
|
||||
</ul>
|
||||
</details></li>
|
||||
<li class="toctree-l1 has-children"><a class="reference internal" href="../devices_and_streams.html">Devices and Streams</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
|
||||
@@ -242,6 +244,13 @@
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.synchronize.html">mlx.core.synchronize</a></li>
|
||||
</ul>
|
||||
</details></li>
|
||||
<li class="toctree-l1 has-children"><a class="reference internal" href="../export.html">Export Functions</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.export_function.html">mlx.core.export_function</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.import_function.html">mlx.core.import_function</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.exporter.html">mlx.core.exporter</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.export_to_dot.html">mlx.core.export_to_dot</a></li>
|
||||
</ul>
|
||||
</details></li>
|
||||
<li class="toctree-l1 current active has-children"><a class="reference internal" href="../ops.html">Operations</a><details open="open"><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul class="current">
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.abs.html">mlx.core.abs</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.add.html">mlx.core.add</a></li>
|
||||
@@ -324,6 +333,7 @@
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.isneginf.html">mlx.core.isneginf</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.isposinf.html">mlx.core.isposinf</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.issubdtype.html">mlx.core.issubdtype</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.kron.html">mlx.core.kron</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.left_shift.html">mlx.core.left_shift</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.less.html">mlx.core.less</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.less_equal.html">mlx.core.less_equal</a></li>
|
||||
@@ -379,6 +389,8 @@
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.sign.html">mlx.core.sign</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.sin.html">mlx.core.sin</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.sinh.html">mlx.core.sinh</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.slice.html">mlx.core.slice</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.slice_update.html">mlx.core.slice_update</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.softmax.html">mlx.core.softmax</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.sort.html">mlx.core.sort</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.split.html">mlx.core.split</a></li>
|
||||
@@ -403,6 +415,7 @@
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tri.html">mlx.core.tri</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.unflatten.html">mlx.core.unflatten</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
|
||||
@@ -695,6 +708,7 @@
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../dev/extensions.html">Custom Extensions in MLX</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../dev/metal_debugger.html">Metal Debugger</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../dev/custom_metal_kernels.html">Custom Metal Kernels</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../dev/mlx_in_cpp.html">Using MLX in C++</a></li>
|
||||
</ul>
|
||||
|
||||
</div>
|
||||
@@ -703,9 +717,14 @@
|
||||
|
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|
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<div class="sidebar-primary-items__end sidebar-primary__section">
|
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<div class="sidebar-primary-item">
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<div id="ethical-ad-placement"
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class="flat"
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data-ea-publisher="readthedocs"
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data-ea-type="readthedocs-sidebar"
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data-ea-manual="true">
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</div></div>
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</div>
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|
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<div id="rtd-footer-container"></div>
|
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|
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</div>
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@@ -986,8 +1005,8 @@ By MLX Contributors
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</div>
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<!-- Scripts loaded after <body> so the DOM is not blocked -->
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<script defer src="../../_static/scripts/bootstrap.js?digest=8878045cc6db502f8baf"></script>
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