docs update
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Awni Hannun
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CircleCI Docs
parent
2bc2b00a93
commit
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Vendored
+1
-1
@@ -1,4 +1,4 @@
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# Sphinx build info version 1
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# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
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config: 2a306b1bab538696d27d81f66f046d0d
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config: 57f717b9ebf2db0403bb08af977fd504
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tags: 645f666f9bcd5a90fca523b33c5a78b7
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Vendored
+1
@@ -64,6 +64,7 @@ are the CPU and GPU.
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python/transforms
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python/fft
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python/linalg
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python/metal
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python/nn
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python/optimizers
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python/tree_utils
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Vendored
+3
-3
@@ -15,10 +15,10 @@ To install from PyPI you must meet the following requirements:
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- Using an M series chip (Apple silicon)
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- Using a native Python >= 3.8
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- macOS >= 13.3
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- macOS >= 13.5
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.. note::
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MLX is only available on devices running macOS >= 13.3
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MLX is only available on devices running macOS >= 13.5
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It is highly recommended to use macOS 14 (Sonoma)
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@@ -54,7 +54,7 @@ Build Requirements
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- A C++ compiler with C++17 support (e.g. Clang >= 5.0)
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- `cmake <https://cmake.org/>`_ -- version 3.24 or later, and ``make``
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- Xcode >= 14.3 (Xcode >= 15.0 for macOS 14 and above)
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- Xcode >= 15.0 and macOS SDK >= 14.0
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.. note::
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Ensure your shell environment is native ``arm``, not ``x86`` via Rosetta. If
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@@ -0,0 +1,6 @@
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mlx.core.isclose
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================
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.. currentmodule:: mlx.core
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.. autofunction:: isclose
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+6
@@ -0,0 +1,6 @@
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mlx.core.metal.get\_active\_memory
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==================================
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.. currentmodule:: mlx.core.metal
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.. autofunction:: get_active_memory
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+6
@@ -0,0 +1,6 @@
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mlx.core.metal.get\_cache\_memory
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=================================
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.. currentmodule:: mlx.core.metal
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.. autofunction:: get_cache_memory
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+6
@@ -0,0 +1,6 @@
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mlx.core.metal.get\_peak\_memory
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================================
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.. currentmodule:: mlx.core.metal
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.. autofunction:: get_peak_memory
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@@ -0,0 +1,6 @@
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mlx.core.metal.is\_available
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============================
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.. currentmodule:: mlx.core.metal
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.. autofunction:: is_available
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+6
@@ -0,0 +1,6 @@
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mlx.core.metal.set\_cache\_limit
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================================
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.. currentmodule:: mlx.core.metal
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.. autofunction:: set_cache_limit
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+6
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mlx.core.metal.set\_memory\_limit
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=================================
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.. currentmodule:: mlx.core.metal
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.. autofunction:: set_memory_limit
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@@ -0,0 +1,6 @@
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mlx.core.tile
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=============
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.. currentmodule:: mlx.core
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.. autofunction:: tile
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@@ -0,0 +1,6 @@
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mlx.core.topk
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=============
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.. currentmodule:: mlx.core
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.. autofunction:: topk
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@@ -1,19 +0,0 @@
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mlx.optimizers.AdaDelta
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=======================
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.. currentmodule:: mlx.optimizers
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.. autoclass:: AdaDelta
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.. rubric:: Methods
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.. autosummary::
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~AdaDelta.__init__
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~AdaDelta.apply_single
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~AdaDelta.init_single
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@@ -1,19 +0,0 @@
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mlx.optimizers.Adafactor
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========================
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.. currentmodule:: mlx.optimizers
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.. autoclass:: Adafactor
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.. rubric:: Methods
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.. autosummary::
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~Adafactor.__init__
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~Adafactor.apply_single
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~Adafactor.init_single
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@@ -1,19 +0,0 @@
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mlx.optimizers.Adagrad
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======================
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.. currentmodule:: mlx.optimizers
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.. autoclass:: Adagrad
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.. rubric:: Methods
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.. autosummary::
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~Adagrad.__init__
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~Adagrad.apply_single
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~Adagrad.init_single
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@@ -1,19 +0,0 @@
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mlx.optimizers.Adam
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===================
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.. currentmodule:: mlx.optimizers
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.. autoclass:: Adam
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.. rubric:: Methods
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.. autosummary::
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~Adam.__init__
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~Adam.apply_single
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~Adam.init_single
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@@ -1,18 +0,0 @@
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mlx.optimizers.AdamW
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====================
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.. currentmodule:: mlx.optimizers
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.. autoclass:: AdamW
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.. rubric:: Methods
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.. autosummary::
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~AdamW.__init__
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~AdamW.apply_single
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@@ -1,19 +0,0 @@
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mlx.optimizers.Adamax
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=====================
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.. currentmodule:: mlx.optimizers
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.. autoclass:: Adamax
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.. rubric:: Methods
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.. autosummary::
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~Adamax.__init__
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~Adamax.apply_single
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~Adamax.init_single
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@@ -1,19 +0,0 @@
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mlx.optimizers.Lion
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===================
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.. currentmodule:: mlx.optimizers
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.. autoclass:: Lion
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.. rubric:: Methods
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.. autosummary::
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~Lion.__init__
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~Lion.apply_single
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~Lion.init_single
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-6
@@ -1,6 +0,0 @@
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mlx.optimizers.Optimizer.apply\_gradients
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=========================================
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.. currentmodule:: mlx.optimizers
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.. automethod:: Optimizer.apply_gradients
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-6
@@ -1,6 +0,0 @@
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mlx.optimizers.Optimizer.init
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=============================
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.. currentmodule:: mlx.optimizers
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.. automethod:: Optimizer.init
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-6
@@ -1,6 +0,0 @@
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mlx.optimizers.Optimizer.state
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==============================
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.. currentmodule:: mlx.optimizers
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.. autoproperty:: Optimizer.state
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-6
@@ -1,6 +0,0 @@
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mlx.optimizers.Optimizer.update
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===============================
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.. currentmodule:: mlx.optimizers
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.. automethod:: Optimizer.update
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@@ -1,19 +0,0 @@
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mlx.optimizers.RMSprop
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======================
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.. currentmodule:: mlx.optimizers
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.. autoclass:: RMSprop
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.. rubric:: Methods
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.. autosummary::
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~RMSprop.__init__
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~RMSprop.apply_single
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~RMSprop.init_single
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@@ -1,19 +0,0 @@
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mlx.optimizers.SGD
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==================
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.. currentmodule:: mlx.optimizers
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.. autoclass:: SGD
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.. rubric:: Methods
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.. autosummary::
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~SGD.__init__
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~SGD.apply_single
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~SGD.init_single
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@@ -1,28 +0,0 @@
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mlx.core.Stream
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===============
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.. currentmodule:: mlx.core
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.. autoclass:: Stream
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.. automethod:: __init__
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.. rubric:: Methods
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.. autosummary::
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~Stream.__init__
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.. rubric:: Attributes
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.. autosummary::
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~Stream.device
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@@ -1,28 +0,0 @@
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mlx.core.Device
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===============
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.. currentmodule:: mlx.core
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.. autoclass:: Device
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.. automethod:: __init__
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.. rubric:: Methods
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.. autosummary::
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~Device.__init__
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.. rubric:: Attributes
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.. autosummary::
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~Device.type
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@@ -1,28 +0,0 @@
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mlx.core.Stream
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===============
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.. currentmodule:: mlx.core
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.. autoclass:: Stream
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.. automethod:: __init__
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.. rubric:: Methods
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.. autosummary::
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~Stream.__init__
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.. rubric:: Attributes
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.. autosummary::
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~Stream.device
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+14
@@ -0,0 +1,14 @@
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Metal
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=====
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.. currentmodule:: mlx.core.metal
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.. autosummary::
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:toctree: _autosummary
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is_available
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get_active_memory
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get_peak_memory
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get_cache_memory
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set_memory_limit
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set_cache_limit
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@@ -0,0 +1,6 @@
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mlx.nn.GRU
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==========
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.. currentmodule:: mlx.nn
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.. autoclass:: GRU
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@@ -0,0 +1,6 @@
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mlx.nn.LSTM
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===========
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.. currentmodule:: mlx.nn
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.. autoclass:: LSTM
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@@ -0,0 +1,6 @@
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mlx.nn.RNN
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==========
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.. currentmodule:: mlx.nn
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.. autoclass:: RNN
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@@ -21,9 +21,11 @@ Layers
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Embedding
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GELU
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GroupNorm
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GRU
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InstanceNorm
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LayerNorm
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Linear
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LSTM
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MaxPool1d
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MaxPool2d
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Mish
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@@ -32,6 +34,7 @@ Layers
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QuantizedLinear
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RMSNorm
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ReLU
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RNN
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RoPE
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SELU
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Sequential
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+3
@@ -57,6 +57,7 @@ Operations
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greater_equal
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identity
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inner
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isclose
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isnan
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isposinf
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isneginf
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@@ -121,6 +122,8 @@ Operations
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tan
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tanh
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tensordot
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tile
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topk
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transpose
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tri
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tril
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-23
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Optimizer
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=========
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.. currentmodule:: mlx.optimizers
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.. autoclass:: Optimizer
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||||
.. rubric:: Attributes
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||||
.. autosummary::
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:toctree: _autosummary
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Optimizer.state
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.. rubric:: Methods
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.. autosummary::
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:toctree: _autosummary
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Optimizer.apply_gradients
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Optimizer.init
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Optimizer.update
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+1
-1
@@ -40,7 +40,7 @@ getting higher order derivatives.
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Any of the MLX function transformations can be composed in any order to any
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depth. See the following sections for more information on :ref:`automatic
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differentiaion <auto diff>` and :ref:`automatic vectorization <vmap>`.
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differentiation <auto diff>` and :ref:`automatic vectorization <vmap>`.
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For more information on :func:`compile` see the :ref:`compile documentation <compile>`.
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+1
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@@ -1,6 +1,6 @@
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var DOCUMENTATION_OPTIONS = {
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URL_ROOT: document.getElementById("documentation_options").getAttribute('data-url_root'),
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VERSION: '0.5.0',
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||||
VERSION: '0.6.0',
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||||
LANGUAGE: 'en',
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||||
COLLAPSE_INDEX: false,
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||||
BUILDER: 'html',
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||||
Vendored
+29
-14
@@ -9,7 +9,7 @@
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<meta charset="utf-8" />
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<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
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<title>Operations — MLX 0.5.0 documentation</title>
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<title>Operations — MLX 0.6.0 documentation</title>
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||||
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||||
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||||
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||||
@@ -134,8 +134,8 @@
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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 0.5.0 documentation - Home"/>
|
||||
<script>document.write(`<img src="../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.5.0 documentation - Home"/>`);</script>
|
||||
<img src="../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.6.0 documentation - Home"/>
|
||||
<script>document.write(`<img src="../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.6.0 documentation - Home"/>`);</script>
|
||||
|
||||
|
||||
</a></div>
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||||
@@ -265,6 +265,7 @@
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||||
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.greater_equal.html">mlx.core.greater_equal</a></li>
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||||
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.identity.html">mlx.core.identity</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.inner.html">mlx.core.inner</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.isclose.html">mlx.core.isclose</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.isnan.html">mlx.core.isnan</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.isposinf.html">mlx.core.isposinf</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.isneginf.html">mlx.core.isneginf</a></li>
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@@ -329,6 +330,8 @@
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<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.tan.html">mlx.core.tan</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.tanh.html">mlx.core.tanh</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.tensordot.html">mlx.core.tensordot</a></li>
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||||
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.tile.html">mlx.core.tile</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.topk.html">mlx.core.topk</a></li>
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||||
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.transpose.html">mlx.core.transpose</a></li>
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||||
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.tri.html">mlx.core.tri</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.tril.html">mlx.core.tril</a></li>
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@@ -384,9 +387,18 @@
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<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.linalg.qr.html">mlx.core.linalg.qr</a></li>
|
||||
</ul>
|
||||
</li>
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||||
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||||
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||||
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|
||||
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||||
<li class="toctree-l3"><a class="reference internal" href="../python/optimizers/_autosummary/mlx.optimizers.Optimizer.apply_gradients.html">mlx.optimizers.Optimizer.apply_gradients</a></li>
|
||||
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||||
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||||
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||||
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||||
<li class="toctree-l2 has-children"><a class="reference internal" href="../python/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>
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<li class="toctree-l2 has-children"><a class="reference internal" href="../python/optimizers/common_optimizers.html">Common Optimizers</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>
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||||
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||||
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||||
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||||
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|
||||
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||||
<li class="toctree-l2 has-children"><a class="reference internal" href="../python/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>
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||||
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|
||||
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|
||||
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||||
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||||
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<li class="toctree-l1 has-children"><a class="reference internal" href="../python/tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-19" name="toctree-checkbox-19" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-19"><i class="fa-solid fa-chevron-down"></i></label><ul>
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|
||||
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||||
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Vendored
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<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
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||||
<title>Developer Documentation — MLX 0.5.0 documentation</title>
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||||
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<img src="../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.6.0 documentation - Home"/>
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<script>document.write(`<img src="../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.6.0 documentation - Home"/>`);</script>
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|
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||||
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<li class="toctree-l2 has-children"><a class="reference internal" href="../python/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>
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||||
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||||
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||||
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|
||||
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<li class="toctree-l1 has-children"><a class="reference internal" href="../python/tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-19" name="toctree-checkbox-19" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-19"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<title>Linear Regression — MLX 0.5.0 documentation</title>
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||||
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|
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||||
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||||
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||||
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<li class="toctree-l2 has-children"><a class="reference internal" href="../python/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>
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||||
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||||
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<li class="toctree-l2 has-children"><a class="reference internal" href="../python/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>
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||||
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|
||||
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<li class="toctree-l1 has-children"><a class="reference internal" href="../python/tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-19" name="toctree-checkbox-19" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-19"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<title>LLM inference — MLX 0.5.0 documentation</title>
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||||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.cosine_similarity_loss.html">mlx.nn.losses.cosine_similarity_loss</a></li>
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||||
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||||
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|
||||
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||||
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||||
<li class="toctree-l3"><a class="reference internal" href="../python/optimizers/_autosummary/mlx.optimizers.Optimizer.apply_gradients.html">mlx.optimizers.Optimizer.apply_gradients</a></li>
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||||
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||||
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||||
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||||
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||||
<li class="toctree-l2 has-children"><a class="reference internal" href="../python/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>
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<li class="toctree-l2 has-children"><a class="reference internal" href="../python/optimizers/common_optimizers.html">Common Optimizers</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>
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
<li class="toctree-l2 has-children"><a class="reference internal" href="../python/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>
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||||
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|
||||
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|
||||
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||||
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||||
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<li class="toctree-l1 has-children"><a class="reference internal" href="../python/tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-19" name="toctree-checkbox-19" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-19"><i class="fa-solid fa-chevron-down"></i></label><ul>
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||||
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||||
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||||
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<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
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||||
<title>Multi-Layer Perceptron — MLX 0.5.0 documentation</title>
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||||
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||||
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||||
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|
||||
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||||
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<li class="toctree-l2 has-children"><a class="reference internal" href="../python/optimizers/optimizer.html">Optimizer</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>
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||||
<li class="toctree-l3"><a class="reference internal" href="../python/optimizers/_autosummary/mlx.optimizers.Optimizer.apply_gradients.html">mlx.optimizers.Optimizer.apply_gradients</a></li>
|
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||||
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||||
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||||
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||||
<li class="toctree-l2 has-children"><a class="reference internal" href="../python/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>
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<li class="toctree-l2 has-children"><a class="reference internal" href="../python/optimizers/common_optimizers.html">Common Optimizers</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>
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||||
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||||
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||||
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||||
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||||
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<li class="toctree-l2 has-children"><a class="reference internal" href="../python/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>
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|
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|
||||
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||||
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<li class="toctree-l1 has-children"><a class="reference internal" href="../python/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>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../python/tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-19" name="toctree-checkbox-19" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-19"><i class="fa-solid fa-chevron-down"></i></label><ul>
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|
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<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
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Vendored
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<meta name="viewport" content="width=device-width, initial-scale=1.0" />
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<title>Index — MLX 0.5.0 documentation</title>
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<title>Index — MLX 0.6.0 documentation</title>
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<img src="_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.5.0 documentation - Home"/>
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|
||||
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||||
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|
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|
||||
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@@ -405,7 +417,7 @@
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@@ -418,9 +430,11 @@
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@@ -429,6 +443,7 @@
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<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
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@@ -464,7 +479,7 @@
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<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary_functions/mlx.nn.tanh.html">mlx.nn.tanh</a></li>
|
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<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary_functions/mlx.nn.losses.binary_cross_entropy.html">mlx.nn.losses.binary_cross_entropy</a></li>
|
||||
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary_functions/mlx.nn.losses.cosine_similarity_loss.html">mlx.nn.losses.cosine_similarity_loss</a></li>
|
||||
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<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary_functions/mlx.nn.losses.triplet_loss.html">mlx.nn.losses.triplet_loss</a></li>
|
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|
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<li class="toctree-l2 has-children"><a class="reference internal" href="python/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>
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<li class="toctree-l1 has-children"><a class="reference internal" href="python/optimizers.html">Optimizers</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>
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<li class="toctree-l2 has-children"><a class="reference internal" href="python/optimizers/optimizer.html">Optimizer</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>
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|
||||
<li class="toctree-l3"><a class="reference internal" href="python/optimizers/_autosummary/mlx.optimizers.Optimizer.apply_gradients.html">mlx.optimizers.Optimizer.apply_gradients</a></li>
|
||||
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|
||||
<li class="toctree-l3"><a class="reference internal" href="python/optimizers/_autosummary/mlx.optimizers.Optimizer.update.html">mlx.optimizers.Optimizer.update</a></li>
|
||||
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|
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<li class="toctree-l2 has-children"><a class="reference internal" href="python/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>
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<li class="toctree-l2 has-children"><a class="reference internal" href="python/optimizers/common_optimizers.html">Common Optimizers</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>
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|
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<li class="toctree-l3"><a class="reference internal" href="python/optimizers/_autosummary/mlx.optimizers.RMSprop.html">mlx.optimizers.RMSprop</a></li>
|
||||
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|
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<li class="toctree-l2 has-children"><a class="reference internal" href="python/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>
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|
||||
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|
||||
<li class="toctree-l3"><a class="reference internal" href="python/optimizers/_autosummary/mlx.optimizers.join_schedules.html">mlx.optimizers.join_schedules</a></li>
|
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|
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|
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<li class="toctree-l1 has-children"><a class="reference internal" href="python/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>
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<li class="toctree-l1 has-children"><a class="reference internal" href="python/tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-19" name="toctree-checkbox-19" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-19"><i class="fa-solid fa-chevron-down"></i></label><ul>
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|
||||
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
|
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||||
<li><a href="python/nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html#mlx.nn.gelu_fast_approx">gelu_fast_approx() (in module mlx.nn)</a>
|
||||
</li>
|
||||
<li><a href="python/nn/_autosummary/mlx.nn.init.glorot_normal.html#mlx.nn.init.glorot_normal">glorot_normal() (in module mlx.nn.init)</a>
|
||||
<li><a href="python/_autosummary/mlx.core.metal.get_active_memory.html#mlx.core.metal.get_active_memory">get_active_memory() (in module mlx.core.metal)</a>
|
||||
</li>
|
||||
<li><a href="python/_autosummary/mlx.core.metal.get_cache_memory.html#mlx.core.metal.get_cache_memory">get_cache_memory() (in module mlx.core.metal)</a>
|
||||
</li>
|
||||
<li><a href="python/_autosummary/mlx.core.metal.get_peak_memory.html#mlx.core.metal.get_peak_memory">get_peak_memory() (in module mlx.core.metal)</a>
|
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<td style="width: 33%; vertical-align: top;"><ul>
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<li><a href="python/nn/_autosummary/mlx.nn.init.glorot_normal.html#mlx.nn.init.glorot_normal">glorot_normal() (in module mlx.nn.init)</a>
|
||||
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|
||||
<li><a href="python/nn/_autosummary/mlx.nn.init.glorot_uniform.html#mlx.nn.init.glorot_uniform">glorot_uniform() (in module mlx.nn.init)</a>
|
||||
</li>
|
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<li><a href="python/nn/_autosummary_functions/mlx.nn.glu.html#mlx.nn.glu">glu() (in module mlx.nn)</a>
|
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@@ -990,6 +1011,8 @@ document.write(`
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<li><a href="python/_autosummary/mlx.core.greater_equal.html#mlx.core.greater_equal">greater_equal() (in module mlx.core)</a>
|
||||
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|
||||
<li><a href="python/nn/_autosummary/mlx.nn.GroupNorm.html#mlx.nn.GroupNorm">GroupNorm (class in mlx.nn)</a>
|
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</li>
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<li><a href="python/nn/_autosummary/mlx.nn.GRU.html#mlx.nn.GRU">GRU (class in mlx.nn)</a>
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|
||||
<li><a href="python/_autosummary/mlx.core.random.gumbel.html#mlx.core.random.gumbel">gumbel() (in module mlx.core.random)</a>
|
||||
</li>
|
||||
@@ -1035,13 +1058,17 @@ document.write(`
|
||||
</li>
|
||||
<li><a href="python/nn/_autosummary/mlx.nn.InstanceNorm.html#mlx.nn.InstanceNorm">InstanceNorm (class in mlx.nn)</a>
|
||||
</li>
|
||||
</ul></td>
|
||||
<td style="width: 33%; vertical-align: top;"><ul>
|
||||
<li><a href="python/_autosummary/mlx.core.fft.irfft.html#mlx.core.fft.irfft">irfft() (in module mlx.core.fft)</a>
|
||||
</li>
|
||||
</ul></td>
|
||||
<td style="width: 33%; vertical-align: top;"><ul>
|
||||
<li><a href="python/_autosummary/mlx.core.fft.irfft2.html#mlx.core.fft.irfft2">irfft2() (in module mlx.core.fft)</a>
|
||||
</li>
|
||||
<li><a href="python/_autosummary/mlx.core.fft.irfftn.html#mlx.core.fft.irfftn">irfftn() (in module mlx.core.fft)</a>
|
||||
</li>
|
||||
<li><a href="python/_autosummary/mlx.core.metal.is_available.html#mlx.core.metal.is_available">is_available() (in module mlx.core.metal)</a>
|
||||
</li>
|
||||
<li><a href="python/_autosummary/mlx.core.isclose.html#mlx.core.isclose">isclose() (in module mlx.core)</a>
|
||||
</li>
|
||||
<li><a href="python/_autosummary/mlx.core.isinf.html#mlx.core.isinf">isinf() (in module mlx.core)</a>
|
||||
</li>
|
||||
@@ -1145,6 +1172,8 @@ document.write(`
|
||||
<li><a href="python/_autosummary/mlx.core.array.logsumexp.html#mlx.core.array.logsumexp">(mlx.core.array method)</a>
|
||||
</li>
|
||||
</ul></li>
|
||||
<li><a href="python/nn/_autosummary/mlx.nn.LSTM.html#mlx.nn.LSTM">LSTM (class in mlx.nn)</a>
|
||||
</li>
|
||||
</ul></td>
|
||||
</tr></table>
|
||||
|
||||
@@ -1309,10 +1338,10 @@ document.write(`
|
||||
<li><a href="python/_autosummary/mlx.core.array.reshape.html#mlx.core.array.reshape">(mlx.core.array method)</a>
|
||||
</li>
|
||||
</ul></li>
|
||||
</ul></td>
|
||||
<td style="width: 33%; vertical-align: top;"><ul>
|
||||
<li><a href="python/_autosummary/mlx.core.fft.rfft.html#mlx.core.fft.rfft">rfft() (in module mlx.core.fft)</a>
|
||||
</li>
|
||||
</ul></td>
|
||||
<td style="width: 33%; vertical-align: top;"><ul>
|
||||
<li><a href="python/_autosummary/mlx.core.fft.rfft2.html#mlx.core.fft.rfft2">rfft2() (in module mlx.core.fft)</a>
|
||||
</li>
|
||||
<li><a href="python/_autosummary/mlx.core.fft.rfftn.html#mlx.core.fft.rfftn">rfftn() (in module mlx.core.fft)</a>
|
||||
@@ -1320,6 +1349,8 @@ document.write(`
|
||||
<li><a href="python/nn/_autosummary/mlx.nn.RMSNorm.html#mlx.nn.RMSNorm">RMSNorm (class in mlx.nn)</a>
|
||||
</li>
|
||||
<li><a href="python/optimizers/_autosummary/mlx.optimizers.RMSprop.html#mlx.optimizers.RMSprop">RMSprop (class in mlx.optimizers)</a>
|
||||
</li>
|
||||
<li><a href="python/nn/_autosummary/mlx.nn.RNN.html#mlx.nn.RNN">RNN (class in mlx.nn)</a>
|
||||
</li>
|
||||
<li><a href="python/nn/_autosummary/mlx.nn.RoPE.html#mlx.nn.RoPE">RoPE (class in mlx.nn)</a>
|
||||
</li>
|
||||
@@ -1360,10 +1391,14 @@ document.write(`
|
||||
<li><a href="python/nn/_autosummary_functions/mlx.nn.selu.html#mlx.nn.selu">selu() (in module mlx.nn)</a>
|
||||
</li>
|
||||
<li><a href="python/nn/_autosummary/mlx.nn.Sequential.html#mlx.nn.Sequential">Sequential (class in mlx.nn)</a>
|
||||
</li>
|
||||
<li><a href="python/_autosummary/mlx.core.metal.set_cache_limit.html#mlx.core.metal.set_cache_limit">set_cache_limit() (in module mlx.core.metal)</a>
|
||||
</li>
|
||||
<li><a href="python/_autosummary/mlx.core.set_default_device.html#mlx.core.set_default_device">set_default_device() (in module mlx.core)</a>
|
||||
</li>
|
||||
<li><a href="python/_autosummary/mlx.core.set_default_stream.html#mlx.core.set_default_stream">set_default_stream() (in module mlx.core)</a>
|
||||
</li>
|
||||
<li><a href="python/_autosummary/mlx.core.metal.set_memory_limit.html#mlx.core.metal.set_memory_limit">set_memory_limit() (in module mlx.core.metal)</a>
|
||||
</li>
|
||||
<li><a href="python/optimizers/_autosummary/mlx.optimizers.SGD.html#mlx.optimizers.SGD">SGD (class in mlx.optimizers)</a>
|
||||
</li>
|
||||
@@ -1395,14 +1430,14 @@ document.write(`
|
||||
</li>
|
||||
<li><a href="python/nn/_autosummary_functions/mlx.nn.losses.smooth_l1_loss.html#mlx.nn.losses.smooth_l1_loss">smooth_l1_loss() (in module mlx.nn.losses)</a>
|
||||
</li>
|
||||
</ul></td>
|
||||
<td style="width: 33%; vertical-align: top;"><ul>
|
||||
<li><a href="python/_autosummary/mlx.core.softmax.html#mlx.core.softmax">softmax() (in module mlx.core)</a>
|
||||
|
||||
<ul>
|
||||
<li><a href="python/nn/_autosummary_functions/mlx.nn.softmax.html#mlx.nn.softmax">(in module mlx.nn)</a>
|
||||
</li>
|
||||
</ul></li>
|
||||
</ul></td>
|
||||
<td style="width: 33%; vertical-align: top;"><ul>
|
||||
<li><a href="python/nn/_autosummary_functions/mlx.nn.softplus.html#mlx.nn.softplus">softplus() (in module mlx.nn)</a>
|
||||
</li>
|
||||
<li><a href="python/nn/_autosummary/mlx.nn.Softshrink.html#mlx.nn.Softshrink">Softshrink (class in mlx.nn)</a>
|
||||
@@ -1484,17 +1519,21 @@ document.write(`
|
||||
</li>
|
||||
</ul></li>
|
||||
<li><a href="python/_autosummary/mlx.core.tensordot.html#mlx.core.tensordot">tensordot() (in module mlx.core)</a>
|
||||
</li>
|
||||
<li><a href="python/_autosummary/mlx.core.tile.html#mlx.core.tile">tile() (in module mlx.core)</a>
|
||||
</li>
|
||||
<li><a href="python/_autosummary/mlx.core.array.tolist.html#mlx.core.array.tolist">tolist() (mlx.core.array method)</a>
|
||||
</li>
|
||||
<li><a href="python/_autosummary/mlx.core.topk.html#mlx.core.topk">topk() (in module mlx.core)</a>
|
||||
</li>
|
||||
<li><a href="python/nn/_autosummary/mlx.nn.Module.train.html#mlx.nn.Module.train">train() (mlx.nn.Module method)</a>
|
||||
</li>
|
||||
<li><a href="python/nn/_autosummary/mlx.nn.Module.trainable_parameters.html#mlx.nn.Module.trainable_parameters">trainable_parameters() (mlx.nn.Module method)</a>
|
||||
</li>
|
||||
<li><a href="python/nn/_autosummary/mlx.nn.Module.training.html#mlx.nn.Module.training">training (mlx.nn.Module property)</a>
|
||||
</li>
|
||||
</ul></td>
|
||||
<td style="width: 33%; vertical-align: top;"><ul>
|
||||
<li><a href="python/nn/_autosummary/mlx.nn.Module.training.html#mlx.nn.Module.training">training (mlx.nn.Module property)</a>
|
||||
</li>
|
||||
<li><a href="python/nn/_autosummary/mlx.nn.Transformer.html#mlx.nn.Transformer">Transformer (class in mlx.nn)</a>
|
||||
</li>
|
||||
<li><a href="python/_autosummary/mlx.core.transpose.html#mlx.core.transpose">transpose() (in module mlx.core)</a>
|
||||
|
||||
Vendored
+30
-14
@@ -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>MLX — MLX 0.5.0 documentation</title>
|
||||
<title>MLX — MLX 0.6.0 documentation</title>
|
||||
|
||||
|
||||
|
||||
@@ -133,8 +133,8 @@
|
||||
|
||||
|
||||
|
||||
<img src="_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.5.0 documentation - Home"/>
|
||||
<script>document.write(`<img src="_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.5.0 documentation - Home"/>`);</script>
|
||||
<img src="_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.6.0 documentation - Home"/>
|
||||
<script>document.write(`<img src="_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.6.0 documentation - Home"/>`);</script>
|
||||
|
||||
|
||||
</a></div>
|
||||
@@ -264,6 +264,7 @@
|
||||
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.greater_equal.html">mlx.core.greater_equal</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.identity.html">mlx.core.identity</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.inner.html">mlx.core.inner</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.isclose.html">mlx.core.isclose</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.isnan.html">mlx.core.isnan</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.isposinf.html">mlx.core.isposinf</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.isneginf.html">mlx.core.isneginf</a></li>
|
||||
@@ -328,6 +329,8 @@
|
||||
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.tan.html">mlx.core.tan</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.tanh.html">mlx.core.tanh</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.tensordot.html">mlx.core.tensordot</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.tile.html">mlx.core.tile</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.topk.html">mlx.core.topk</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.transpose.html">mlx.core.transpose</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.tri.html">mlx.core.tri</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.tril.html">mlx.core.tril</a></li>
|
||||
@@ -383,9 +386,18 @@
|
||||
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.linalg.qr.html">mlx.core.linalg.qr</a></li>
|
||||
</ul>
|
||||
</li>
|
||||
<li class="toctree-l1 has-children"><a class="reference internal" href="python/nn.html">Neural Networks</a><input class="toctree-checkbox" id="toctree-checkbox-8" name="toctree-checkbox-8" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-8"><i class="fa-solid fa-chevron-down"></i></label><ul>
|
||||
<li class="toctree-l1 has-children"><a class="reference internal" href="python/metal.html">Metal</a><input class="toctree-checkbox" id="toctree-checkbox-8" name="toctree-checkbox-8" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-8"><i class="fa-solid fa-chevron-down"></i></label><ul>
|
||||
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.metal.is_available.html">mlx.core.metal.is_available</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.metal.get_active_memory.html">mlx.core.metal.get_active_memory</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.metal.get_peak_memory.html">mlx.core.metal.get_peak_memory</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.metal.get_cache_memory.html">mlx.core.metal.get_cache_memory</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.metal.set_memory_limit.html">mlx.core.metal.set_memory_limit</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.metal.set_cache_limit.html">mlx.core.metal.set_cache_limit</a></li>
|
||||
</ul>
|
||||
</li>
|
||||
<li class="toctree-l1 has-children"><a class="reference internal" href="python/nn.html">Neural Networks</a><input class="toctree-checkbox" id="toctree-checkbox-9" name="toctree-checkbox-9" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-9"><i class="fa-solid fa-chevron-down"></i></label><ul>
|
||||
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.nn.value_and_grad.html">mlx.nn.value_and_grad</a></li>
|
||||
<li class="toctree-l2 has-children"><a class="reference internal" href="python/nn/module.html">Module</a><input class="toctree-checkbox" id="toctree-checkbox-9" name="toctree-checkbox-9" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-9"><i class="fa-solid fa-chevron-down"></i></label><ul>
|
||||
<li class="toctree-l2 has-children"><a class="reference internal" href="python/nn/module.html">Module</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="python/nn/_autosummary/mlx.nn.Module.training.html">mlx.nn.Module.training</a></li>
|
||||
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Module.state.html">mlx.nn.Module.state</a></li>
|
||||
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Module.apply.html">mlx.nn.Module.apply</a></li>
|
||||
@@ -407,7 +419,7 @@
|
||||
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Module.update_modules.html">mlx.nn.Module.update_modules</a></li>
|
||||
</ul>
|
||||
</li>
|
||||
<li class="toctree-l2 has-children"><a class="reference internal" href="python/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-l2 has-children"><a class="reference internal" href="python/nn/layers.html">Layers</a><input class="toctree-checkbox" id="toctree-checkbox-11" name="toctree-checkbox-11" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-11"><i class="fa-solid fa-chevron-down"></i></label><ul>
|
||||
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.ALiBi.html">mlx.nn.ALiBi</a></li>
|
||||
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.AvgPool1d.html">mlx.nn.AvgPool1d</a></li>
|
||||
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.AvgPool2d.html">mlx.nn.AvgPool2d</a></li>
|
||||
@@ -420,9 +432,11 @@
|
||||
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
|
||||
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
|
||||
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
|
||||
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
|
||||
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
|
||||
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
|
||||
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
|
||||
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
|
||||
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
|
||||
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.MaxPool2d.html">mlx.nn.MaxPool2d</a></li>
|
||||
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Mish.html">mlx.nn.Mish</a></li>
|
||||
@@ -431,6 +445,7 @@
|
||||
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
|
||||
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
|
||||
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
|
||||
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
|
||||
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
|
||||
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
|
||||
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
|
||||
@@ -442,7 +457,7 @@
|
||||
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
|
||||
</ul>
|
||||
</li>
|
||||
<li class="toctree-l2 has-children"><a class="reference internal" href="python/nn/functions.html">Functions</a><input class="toctree-checkbox" id="toctree-checkbox-11" name="toctree-checkbox-11" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-11"><i class="fa-solid fa-chevron-down"></i></label><ul>
|
||||
<li class="toctree-l2 has-children"><a class="reference internal" href="python/nn/functions.html">Functions</a><input class="toctree-checkbox" id="toctree-checkbox-12" name="toctree-checkbox-12" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-12"><i class="fa-solid fa-chevron-down"></i></label><ul>
|
||||
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary_functions/mlx.nn.elu.html">mlx.nn.elu</a></li>
|
||||
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@@ -767,6 +782,7 @@ are the CPU and GPU.</p>
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<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
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<title>Build and Install — MLX 0.5.0 documentation</title>
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<title>Build and Install — MLX 0.6.0 documentation</title>
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||||
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||||
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|
||||
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|
||||
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||||
<li class="toctree-l2 has-children"><a class="reference internal" href="python/nn/functions.html">Functions</a><input class="toctree-checkbox" id="toctree-checkbox-11" name="toctree-checkbox-11" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-11"><i class="fa-solid fa-chevron-down"></i></label><ul>
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||||
<li class="toctree-l2 has-children"><a class="reference internal" href="python/nn/functions.html">Functions</a><input class="toctree-checkbox" id="toctree-checkbox-12" name="toctree-checkbox-12" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-12"><i class="fa-solid fa-chevron-down"></i></label><ul>
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||||
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary_functions/mlx.nn.elu.html">mlx.nn.elu</a></li>
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||||
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||||
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||||
@@ -467,7 +482,7 @@
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||||
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||||
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||||
<li class="toctree-l2 has-children"><a class="reference internal" href="python/nn/losses.html">Loss Functions</a><input class="toctree-checkbox" id="toctree-checkbox-12" name="toctree-checkbox-12" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-12"><i class="fa-solid fa-chevron-down"></i></label><ul>
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||||
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||||
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary_functions/mlx.nn.losses.binary_cross_entropy.html">mlx.nn.losses.binary_cross_entropy</a></li>
|
||||
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary_functions/mlx.nn.losses.cosine_similarity_loss.html">mlx.nn.losses.cosine_similarity_loss</a></li>
|
||||
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary_functions/mlx.nn.losses.cross_entropy.html">mlx.nn.losses.cross_entropy</a></li>
|
||||
@@ -484,7 +499,7 @@
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||||
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary_functions/mlx.nn.losses.triplet_loss.html">mlx.nn.losses.triplet_loss</a></li>
|
||||
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||||
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||||
<li class="toctree-l2 has-children"><a class="reference internal" href="python/nn/init.html">Initializers</a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-13"><i class="fa-solid fa-chevron-down"></i></label><ul>
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||||
<li class="toctree-l2 has-children"><a class="reference internal" href="python/nn/init.html">Initializers</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>
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||||
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.init.constant.html">mlx.nn.init.constant</a></li>
|
||||
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.init.normal.html">mlx.nn.init.normal</a></li>
|
||||
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.init.uniform.html">mlx.nn.init.uniform</a></li>
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||||
@@ -497,15 +512,15 @@
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||||
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||||
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||||
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||||
<li class="toctree-l1 has-children"><a class="reference internal" href="python/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>
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||||
<li class="toctree-l2 has-children"><a class="reference internal" href="python/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>
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||||
<li class="toctree-l1 has-children"><a class="reference internal" href="python/optimizers.html">Optimizers</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>
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||||
<li class="toctree-l3"><a class="reference internal" href="python/optimizers/_autosummary/mlx.optimizers.Optimizer.apply_gradients.html">mlx.optimizers.Optimizer.apply_gradients</a></li>
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||||
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|
||||
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<li class="toctree-l2 has-children"><a class="reference internal" href="python/optimizers/common_optimizers.html">Common Optimizers</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>
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||||
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||||
<li class="toctree-l3"><a class="reference internal" href="python/optimizers/_autosummary/mlx.optimizers.RMSprop.html">mlx.optimizers.RMSprop</a></li>
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||||
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@@ -517,7 +532,7 @@
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||||
<li class="toctree-l3"><a class="reference internal" href="python/optimizers/_autosummary/mlx.optimizers.Lion.html">mlx.optimizers.Lion</a></li>
|
||||
</ul>
|
||||
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|
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<li class="toctree-l2 has-children"><a class="reference internal" href="python/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>
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||||
<li class="toctree-l3"><a class="reference internal" href="python/optimizers/_autosummary/mlx.optimizers.cosine_decay.html">mlx.optimizers.cosine_decay</a></li>
|
||||
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|
||||
<li class="toctree-l3"><a class="reference internal" href="python/optimizers/_autosummary/mlx.optimizers.join_schedules.html">mlx.optimizers.join_schedules</a></li>
|
||||
@@ -527,7 +542,7 @@
|
||||
</li>
|
||||
</ul>
|
||||
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|
||||
<li class="toctree-l1 has-children"><a class="reference internal" href="python/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>
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||||
<li class="toctree-l1 has-children"><a class="reference internal" href="python/tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-19" name="toctree-checkbox-19" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-19"><i class="fa-solid fa-chevron-down"></i></label><ul>
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||||
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.utils.tree_flatten.html">mlx.utils.tree_flatten</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
|
||||
@@ -743,11 +758,11 @@ silicon computer is</p>
|
||||
<ul class="simple">
|
||||
<li><p>Using an M series chip (Apple silicon)</p></li>
|
||||
<li><p>Using a native Python >= 3.8</p></li>
|
||||
<li><p>macOS >= 13.3</p></li>
|
||||
<li><p>macOS >= 13.5</p></li>
|
||||
</ul>
|
||||
<div class="admonition note">
|
||||
<p class="admonition-title">Note</p>
|
||||
<p>MLX is only available on devices running macOS >= 13.3
|
||||
<p>MLX is only available on devices running macOS >= 13.5
|
||||
It is highly recommended to use macOS 14 (Sonoma)</p>
|
||||
</div>
|
||||
<p>MLX is also available on conda-forge. To install MLX with conda do:</p>
|
||||
@@ -774,7 +789,7 @@ way to do this is with <a class="reference external" href="https://stackoverflow
|
||||
<ul class="simple">
|
||||
<li><p>A C++ compiler with C++17 support (e.g. Clang >= 5.0)</p></li>
|
||||
<li><p><a class="reference external" href="https://cmake.org/">cmake</a> – version 3.24 or later, and <code class="docutils literal notranslate"><span class="pre">make</span></code></p></li>
|
||||
<li><p>Xcode >= 14.3 (Xcode >= 15.0 for macOS 14 and above)</p></li>
|
||||
<li><p>Xcode >= 15.0 and macOS SDK >= 14.0</p></li>
|
||||
</ul>
|
||||
<div class="admonition note">
|
||||
<p class="admonition-title">Note</p>
|
||||
|
||||
Vendored
BIN
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|
||||
|
||||
<title>mlx.core.Device — MLX 0.5.0 documentation</title>
|
||||
<title>mlx.core.Device — MLX 0.6.0 documentation</title>
|
||||
|
||||
|
||||
|
||||
@@ -134,8 +134,8 @@
|
||||
|
||||
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||||
|
||||
<img src="../../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.5.0 documentation - Home"/>
|
||||
<script>document.write(`<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.5.0 documentation - Home"/>`);</script>
|
||||
<img src="../../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.6.0 documentation - Home"/>
|
||||
<script>document.write(`<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.6.0 documentation - Home"/>`);</script>
|
||||
|
||||
|
||||
</a></div>
|
||||
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||||
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||||
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||||
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|
||||
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|
||||
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|
||||
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|
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|
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|
||||
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||||
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|
||||
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||||
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|
||||
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|
||||
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|
||||
<li class="toctree-l1 has-children"><a class="reference internal" href="../nn.html">Neural Networks</a><input class="toctree-checkbox" id="toctree-checkbox-8" name="toctree-checkbox-8" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-8"><i class="fa-solid fa-chevron-down"></i></label><ul>
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||||
<li class="toctree-l1 has-children"><a class="reference internal" href="../metal.html">Metal</a><input class="toctree-checkbox" id="toctree-checkbox-8" name="toctree-checkbox-8" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-8"><i class="fa-solid fa-chevron-down"></i></label><ul>
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||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.metal.is_available.html">mlx.core.metal.is_available</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.metal.get_active_memory.html">mlx.core.metal.get_active_memory</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.metal.get_peak_memory.html">mlx.core.metal.get_peak_memory</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.metal.get_cache_memory.html">mlx.core.metal.get_cache_memory</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.metal.set_memory_limit.html">mlx.core.metal.set_memory_limit</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="mlx.core.metal.set_cache_limit.html">mlx.core.metal.set_cache_limit</a></li>
|
||||
</ul>
|
||||
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|
||||
<li class="toctree-l1 has-children"><a class="reference internal" href="../nn.html">Neural Networks</a><input class="toctree-checkbox" id="toctree-checkbox-9" name="toctree-checkbox-9" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-9"><i class="fa-solid fa-chevron-down"></i></label><ul>
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||||
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|
||||
<li class="toctree-l2 has-children"><a class="reference internal" href="../nn/module.html">Module</a><input class="toctree-checkbox" id="toctree-checkbox-9" name="toctree-checkbox-9" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-9"><i class="fa-solid fa-chevron-down"></i></label><ul>
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||||
<li class="toctree-l2 has-children"><a class="reference internal" href="../nn/module.html">Module</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>
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||||
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|
||||
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Module.state.html">mlx.nn.Module.state</a></li>
|
||||
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||||
@@ -408,7 +420,7 @@
|
||||
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Module.update_modules.html">mlx.nn.Module.update_modules</a></li>
|
||||
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|
||||
</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>
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||||
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<li class="toctree-l3"><a class="reference internal" href="../optimizers/_autosummary/mlx.optimizers.cosine_decay.html">mlx.optimizers.cosine_decay</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../optimizers/_autosummary/mlx.optimizers.exponential_decay.html">mlx.optimizers.exponential_decay</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../optimizers/_autosummary/mlx.optimizers.join_schedules.html">mlx.optimizers.join_schedules</a></li>
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@@ -527,7 +542,7 @@
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</li>
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</ul>
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</li>
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<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>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-19" name="toctree-checkbox-19" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-19"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_flatten.html">mlx.utils.tree_flatten</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
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||||
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