docs update

This commit is contained in:
Awni Hannun
2025-10-17 19:14:54 +00:00
committed by CircleCI Docs
parent 6f71a74c87
commit bd5f469bac
330 changed files with 40495 additions and 3726 deletions
+1 -1
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@@ -1,4 +1,4 @@
# Sphinx build info version 1
# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
config: 78e86a9caf7acb193f064f97ea2f4572
config: 38bd5d82efdab9011af8239531f26d1f
tags: 645f666f9bcd5a90fca523b33c5a78b7
+16 -16
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@@ -15,7 +15,7 @@ Introducing the Example
-----------------------
Let's say that you would like an operation that takes in two arrays,
``x`` and ``y``, scales them both by some coefficents ``alpha`` and ``beta``
``x`` and ``y``, scales them both by some coefficients ``alpha`` and ``beta``
respectively, and then adds them together to get the result
``z = alpha * x + beta * y``. Well, you can very easily do that by just
writing out a function as follows:
@@ -69,7 +69,7 @@ C++ API:
.. code-block:: C++
/**
* Scale and sum two vectors elementwise
* Scale and sum two vectors element-wise
* z = alpha * x + beta * y
*
* Follow numpy style broadcasting between x and y
@@ -230,7 +230,7 @@ Let's re-implement our operation now in terms of our :class:`Axpby` primitive.
This operation now handles the following:
#. Upcast inputs and resolve the the output data type.
#. Upcast inputs and resolve the output data type.
#. Broadcast the inputs and resolve the output shape.
#. Construct the primitive :class:`Axpby` using the given stream, ``alpha``, and ``beta``.
#. Construct the output :class:`array` using the primitive and the inputs.
@@ -284,14 +284,14 @@ pointwise. This is captured in the templated function :meth:`axpby_impl`.
T alpha = static_cast<T>(alpha_);
T beta = static_cast<T>(beta_);
// Do the elementwise operation for each output
// Do the element-wise operation for each output
for (size_t out_idx = 0; out_idx < out.size(); out_idx++) {
// Map linear indices to offsets in x and y
auto x_offset = elem_to_loc(out_idx, x.shape(), x.strides());
auto y_offset = elem_to_loc(out_idx, y.shape(), y.strides());
// We allocate the output to be contiguous and regularly strided
// (defaults to row major) and hence it doesn't need additonal mapping
// (defaults to row major) and hence it doesn't need additional mapping
out_ptr[out_idx] = alpha * x_ptr[x_offset] + beta * y_ptr[y_offset];
}
}
@@ -305,7 +305,7 @@ if we encounter an unexpected type.
/** Fall back implementation for evaluation on CPU */
void Axpby::eval(const std::vector<array>& inputs, array& out) {
// Check the inputs (registered in the op while contructing the out array)
// Check the inputs (registered in the op while constructing the out array)
assert(inputs.size() == 2);
auto& x = inputs[0];
auto& y = inputs[1];
@@ -485,7 +485,7 @@ each data type.
instantiate_axpby(float32, float);
instantiate_axpby(float16, half);
instantiate_axpby(bflot16, bfloat16_t);
instantiate_axpby(bfloat16, bfloat16_t);
instantiate_axpby(complex64, complex64_t);
This kernel will be compiled into a metal library ``mlx_ext.metallib`` as we
@@ -537,7 +537,7 @@ below.
compute_encoder->setComputePipelineState(kernel);
// Kernel parameters are registered with buffer indices corresponding to
// those in the kernel decelaration at axpby.metal
// those in the kernel declaration at axpby.metal
int ndim = out.ndim();
size_t nelem = out.size();
@@ -568,7 +568,7 @@ below.
// Fix the 3D size of the launch grid (in terms of threads)
MTL::Size grid_dims = MTL::Size(nelem, 1, 1);
// Launch the grid with the given number of threads divded among
// Launch the grid with the given number of threads divided among
// the given threadgroups
compute_encoder->dispatchThreads(grid_dims, group_dims);
}
@@ -581,7 +581,7 @@ to give us the active metal compute command encoder instead of building a
new one and calling :meth:`compute_encoder->end_encoding` at the end.
MLX keeps adding kernels (compute pipelines) to the active command encoder
until some specified limit is hit or the compute encoder needs to be flushed
for synchronization. MLX also handles enqueuing and commiting the associated
for synchronization. MLX also handles enqueuing and committing the associated
command buffers as needed. We suggest taking a deeper dive into
:class:`metal::Device` if you would like to study this routine further.
@@ -601,8 +601,8 @@ us the following :meth:`Axpby::jvp` and :meth:`Axpby::vjp` implementations.
const std::vector<array>& tangents,
const std::vector<int>& argnums) {
// Forward mode diff that pushes along the tangents
// The jvp transform on the the primitive can built with ops
// that are scheduled on the same stream as the primtive
// The jvp transform on the primitive can built with ops
// that are scheduled on the same stream as the primitive
// If argnums = {0}, we only push along x in which case the
// jvp is just the tangent scaled by alpha
@@ -642,7 +642,7 @@ own :class:`Primitive`.
.. code-block:: C++
/** Vectorize primitve along given axis */
/** Vectorize primitive along given axis */
std::pair<array, int> Axpby::vmap(
const std::vector<array>& inputs,
const std::vector<int>& axes) {
@@ -666,7 +666,7 @@ Let's look at the overall directory structure first.
| └── setup.py
* ``extensions/axpby/`` defines the C++ extension library
* ``extensions/mlx_sample_extensions`` sets out the strucutre for the
* ``extensions/mlx_sample_extensions`` sets out the structure for the
associated python package
* ``extensions/bindings.cpp`` provides python bindings for our operation
* ``extensions/CMakeLists.txt`` holds CMake rules to build the library and
@@ -697,7 +697,7 @@ are already provided, adding our :meth:`axpby` becomes very simple!
py::kw_only(),
"stream"_a = py::none(),
R"pbdoc(
Scale and sum two vectors elementwise
Scale and sum two vectors element-wise
``z = alpha * x + beta * y``
Follows numpy style broadcasting between ``x`` and ``y``
@@ -840,7 +840,7 @@ This will result in a directory structure as follows:
| ...
When you try to install using the command ``python -m pip install .``
(in ``extensions/``), the package will be installed with the same strucutre as
(in ``extensions/``), the package will be installed with the same structure as
``extensions/mlx_sample_extensions`` and the C++ and metal library will be
copied along with the python binding since they are specified as ``package_data``.
+2 -1
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@@ -19,7 +19,7 @@ The main differences between MLX and NumPy are:
The design of MLX is inspired by frameworks like `PyTorch
<https://pytorch.org/>`_, `Jax <https://github.com/google/jax>`_, and
`ArrayFire <https://arrayfire.org/>`_. A noteable difference from these
`ArrayFire <https://arrayfire.org/>`_. A notable difference from these
frameworks and MLX is the *unified memory model*. Arrays in MLX live in shared
memory. Operations on MLX arrays can be performed on any of the supported
device types without performing data copies. Currently supported device types
@@ -57,6 +57,7 @@ are the CPU and GPU.
python/random
python/transforms
python/fft
python/linalg
python/nn
python/optimizers
python/tree_utils
+12
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@@ -0,0 +1,12 @@
.. _indexing:
Indexing Arrays
===============
.. currentmodule:: mlx.core
For the most part, indexing an MLX :obj:`array` works the same as indexing a
NumPy :obj:`numpy.ndarray`. See the `NumPy documentation
<https://numpy.org/doc/stable/user/basics.indexing.html>`_ for more details on
how that works
@@ -63,6 +63,8 @@
~array.T
~array.dtype
~array.itemsize
~array.nbytes
~array.ndim
~array.shape
~array.size
@@ -0,0 +1,6 @@
mlx.core.linalg.norm
====================
.. currentmodule:: mlx.core.linalg
.. autofunction:: norm
@@ -0,0 +1,6 @@
mlx.core.repeat
===============
.. currentmodule:: mlx.core
.. autofunction:: repeat
@@ -0,0 +1,6 @@
mlx.core.save\_safetensors
==========================
.. currentmodule:: mlx.core
.. autofunction:: save_safetensors
@@ -0,0 +1,6 @@
mlx.core.tensordot
==================
.. currentmodule:: mlx.core
.. autofunction:: tensordot
+11
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@@ -0,0 +1,11 @@
.. _linalg:
Linear Algebra
==============
.. currentmodule:: mlx.core.linalg
.. autosummary::
:toctree: _autosummary
norm
+3 -4
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@@ -123,7 +123,7 @@ To get more detailed information on the arrays in a :class:`Module` you can use
all the parameters in a :class:`Module` do:
.. code-block:: python
from mlx.utils import tree_map
shapes = tree_map(lambda p: p.shape, mlp.parameters())
@@ -131,7 +131,7 @@ As another example, you can count the number of parameters in a :class:`Module`
with:
.. code-block:: python
from mlx.utils import tree_flatten
num_params = sum(v.size for _, v in tree_flatten(mlp.parameters()))
@@ -170,14 +170,13 @@ In detail:
:meth:`mlx.core.value_and_grad`
.. autosummary::
:recursive:
:toctree: _autosummary
value_and_grad
Module
.. toctree::
nn/module
nn/layers
nn/functions
nn/losses
@@ -0,0 +1,8 @@
mlx.nn.ALiBi
============
.. currentmodule:: mlx.nn
.. autoclass:: ALiBi
@@ -0,0 +1,8 @@
mlx.nn.BatchNorm
================
.. currentmodule:: mlx.nn
.. autoclass:: BatchNorm
@@ -0,0 +1,8 @@
mlx.nn.Dropout
==============
.. currentmodule:: mlx.nn
.. autoclass:: Dropout
@@ -0,0 +1,8 @@
mlx.nn.Dropout2d
================
.. currentmodule:: mlx.nn
.. autoclass:: Dropout2d
@@ -0,0 +1,8 @@
mlx.nn.Dropout3d
================
.. currentmodule:: mlx.nn
.. autoclass:: Dropout3d
@@ -0,0 +1,8 @@
mlx.nn.InstanceNorm
===================
.. currentmodule:: mlx.nn
.. autoclass:: InstanceNorm
@@ -0,0 +1,6 @@
mlx.nn.Module.apply
===================
.. currentmodule:: mlx.nn
.. automethod:: Module.apply
@@ -0,0 +1,6 @@
mlx.nn.Module.apply\_to\_modules
================================
.. currentmodule:: mlx.nn
.. automethod:: Module.apply_to_modules
@@ -0,0 +1,6 @@
mlx.nn.Module.children
======================
.. currentmodule:: mlx.nn
.. automethod:: Module.children
@@ -0,0 +1,6 @@
mlx.nn.Module.eval
==================
.. currentmodule:: mlx.nn
.. automethod:: Module.eval
@@ -0,0 +1,6 @@
mlx.nn.Module.filter\_and\_map
==============================
.. currentmodule:: mlx.nn
.. automethod:: Module.filter_and_map
@@ -0,0 +1,6 @@
mlx.nn.Module.freeze
====================
.. currentmodule:: mlx.nn
.. automethod:: Module.freeze
@@ -0,0 +1,6 @@
mlx.nn.Module.leaf\_modules
===========================
.. currentmodule:: mlx.nn
.. automethod:: Module.leaf_modules
@@ -0,0 +1,6 @@
mlx.nn.Module.load\_weights
===========================
.. currentmodule:: mlx.nn
.. automethod:: Module.load_weights
@@ -0,0 +1,6 @@
mlx.nn.Module.modules
=====================
.. currentmodule:: mlx.nn
.. automethod:: Module.modules
@@ -0,0 +1,6 @@
mlx.nn.Module.named\_modules
============================
.. currentmodule:: mlx.nn
.. automethod:: Module.named_modules
@@ -0,0 +1,6 @@
mlx.nn.Module.parameters
========================
.. currentmodule:: mlx.nn
.. automethod:: Module.parameters
@@ -0,0 +1,6 @@
mlx.nn.Module.save\_weights
===========================
.. currentmodule:: mlx.nn
.. automethod:: Module.save_weights
@@ -0,0 +1,6 @@
mlx.nn.Module.train
===================
.. currentmodule:: mlx.nn
.. automethod:: Module.train
@@ -0,0 +1,6 @@
mlx.nn.Module.trainable\_parameters
===================================
.. currentmodule:: mlx.nn
.. automethod:: Module.trainable_parameters
@@ -0,0 +1,6 @@
mlx.nn.Module.training
======================
.. currentmodule:: mlx.nn
.. autoproperty:: Module.training
@@ -0,0 +1,6 @@
mlx.nn.Module.unfreeze
======================
.. currentmodule:: mlx.nn
.. automethod:: Module.unfreeze
@@ -0,0 +1,6 @@
mlx.nn.Module.update
====================
.. currentmodule:: mlx.nn
.. automethod:: Module.update
@@ -0,0 +1,6 @@
mlx.nn.Module.update\_modules
=============================
.. currentmodule:: mlx.nn
.. automethod:: Module.update_modules
@@ -0,0 +1,8 @@
mlx.nn.SinusoidalPositionalEncoding
===================================
.. currentmodule:: mlx.nn
.. autoclass:: SinusoidalPositionalEncoding
@@ -0,0 +1,8 @@
mlx.nn.Transformer
==================
.. currentmodule:: mlx.nn
.. autoclass:: Transformer
@@ -0,0 +1,8 @@
mlx.nn.losses.hinge\_loss
=========================
.. currentmodule:: mlx.nn.losses
.. autoclass:: hinge_loss
@@ -0,0 +1,8 @@
mlx.nn.losses.huber\_loss
=========================
.. currentmodule:: mlx.nn.losses
.. autoclass:: huber_loss
@@ -0,0 +1,8 @@
mlx.nn.losses.log\_cosh\_loss
=============================
.. currentmodule:: mlx.nn.losses
.. autoclass:: log_cosh_loss
+12 -4
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@@ -9,7 +9,7 @@ Layers
:toctree: _autosummary
:template: nn-module-template.rst
Embedding
Sequential
ReLU
PReLU
GELU
@@ -17,13 +17,21 @@ Layers
Step
SELU
Mish
Embedding
Linear
QuantizedLinear
Conv1d
Conv2d
BatchNorm
LayerNorm
RMSNorm
GroupNorm
RoPE
InstanceNorm
Dropout
Dropout2d
Dropout3d
Transformer
MultiHeadAttention
Sequential
QuantizedLinear
ALiBi
RoPE
SinusoidalPositionalEncoding
+4 -1
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@@ -16,4 +16,7 @@ Loss Functions
mse_loss
nll_loss
smooth_l1_loss
triplet_loss
triplet_loss
hinge_loss
huber_loss
log_cosh_loss
+36
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@@ -0,0 +1,36 @@
Module
======
.. currentmodule:: mlx.nn
.. autoclass:: Module
.. rubric:: Attributes
.. autosummary::
:toctree: _autosummary
Module.training
.. rubric:: Methods
.. autosummary::
:toctree: _autosummary
Module.apply
Module.apply_to_modules
Module.children
Module.eval
Module.filter_and_map
Module.freeze
Module.leaf_modules
Module.load_weights
Module.modules
Module.named_modules
Module.parameters
Module.save_weights
Module.train
Module.trainable_parameters
Module.unfreeze
Module.update
Module.update_modules
+3
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@@ -77,12 +77,14 @@ Operations
quantize
quantized_matmul
reciprocal
repeat
reshape
round
rsqrt
save
savez
savez_compressed
save_safetensors
sigmoid
sign
sin
@@ -102,6 +104,7 @@ Operations
take_along_axis
tan
tanh
tensordot
transpose
tri
tril
+1 -1
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@@ -1,6 +1,6 @@
var DOCUMENTATION_OPTIONS = {
URL_ROOT: document.getElementById("documentation_options").getAttribute('data-url_root'),
VERSION: '0.0.6',
VERSION: '0.0.7',
LANGUAGE: 'en',
COLLAPSE_INDEX: false,
BUILDER: 'html',
+52 -14
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@@ -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>Operations &#8212; MLX 0.0.6 documentation</title>
<title>Operations &#8212; MLX 0.0.7 documentation</title>
@@ -134,8 +134,8 @@
<img src="../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.0.6 documentation - Home"/>
<script>document.write(`<img src="../_static/mlx_logo.png" class="logo__image only-dark" alt="MLX 0.0.6 documentation - Home"/>`);</script>
<img src="../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.0.7 documentation - Home"/>
<script>document.write(`<img src="../_static/mlx_logo.png" class="logo__image only-dark" alt="MLX 0.0.7 documentation - Home"/>`);</script>
</a></div>
@@ -278,12 +278,14 @@
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.quantize.html">mlx.core.quantize</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.quantized_matmul.html">mlx.core.quantized_matmul</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.reciprocal.html">mlx.core.reciprocal</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.repeat.html">mlx.core.repeat</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.reshape.html">mlx.core.reshape</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.round.html">mlx.core.round</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.rsqrt.html">mlx.core.rsqrt</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.save.html">mlx.core.save</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.savez.html">mlx.core.savez</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.savez_compressed.html">mlx.core.savez_compressed</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.save_safetensors.html">mlx.core.save_safetensors</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.sigmoid.html">mlx.core.sigmoid</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.sign.html">mlx.core.sign</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.sin.html">mlx.core.sin</a></li>
@@ -303,6 +305,7 @@
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.take_along_axis.html">mlx.core.take_along_axis</a></li>
<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.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>
@@ -351,11 +354,35 @@
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.fft.irfftn.html">mlx.core.fft.irfftn</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-7" name="toctree-checkbox-7" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-7"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l1 has-children"><a class="reference internal" href="../python/linalg.html">Linear Algebra</a><input class="toctree-checkbox" id="toctree-checkbox-7" name="toctree-checkbox-7" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-7"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.linalg.norm.html">mlx.core.linalg.norm</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-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"><a class="reference internal" href="../python/_autosummary/mlx.nn.Module.html">mlx.nn.Module</a></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-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-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</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-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.apply.html">mlx.nn.Module.apply</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.apply_to_modules.html">mlx.nn.Module.apply_to_modules</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.children.html">mlx.nn.Module.children</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.eval.html">mlx.nn.Module.eval</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.filter_and_map.html">mlx.nn.Module.filter_and_map</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.freeze.html">mlx.nn.Module.freeze</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.leaf_modules.html">mlx.nn.Module.leaf_modules</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.load_weights.html">mlx.nn.Module.load_weights</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.modules.html">mlx.nn.Module.modules</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.named_modules.html">mlx.nn.Module.named_modules</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.parameters.html">mlx.nn.Module.parameters</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.save_weights.html">mlx.nn.Module.save_weights</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.train.html">mlx.nn.Module.train</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.trainable_parameters.html">mlx.nn.Module.trainable_parameters</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.update.html">mlx.nn.Module.update</a></li>
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<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-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Conv2d.html">mlx.nn.Conv2d</a></li>
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<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.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
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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-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-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
@@ -387,7 +422,7 @@
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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-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/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>
<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.cross_entropy.html">mlx.nn.losses.cross_entropy</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.kl_div_loss.html">mlx.nn.losses.kl_div_loss</a></li>
@@ -396,11 +431,14 @@
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.nll_loss.html">mlx.nn.losses.nll_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.smooth_l1_loss.html">mlx.nn.losses.smooth_l1_loss</a></li>
<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>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.hinge_loss.html">mlx.nn.losses.hinge_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.huber_loss.html">mlx.nn.losses.huber_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.log_cosh_loss.html">mlx.nn.losses.log_cosh_loss</a></li>
</ul>
</li>
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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-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"><a class="reference internal" href="../python/_autosummary/mlx.optimizers.OptimizerState.html">mlx.optimizers.OptimizerState</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.optimizers.Optimizer.html">mlx.optimizers.Optimizer</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.optimizers.SGD.html">mlx.optimizers.SGD</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.optimizers.Lion.html">mlx.optimizers.Lion</a></li>
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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-14" name="toctree-checkbox-14" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-14"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><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>
+69 -31
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<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.quantize.html">mlx.core.quantize</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.quantized_matmul.html">mlx.core.quantized_matmul</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.reciprocal.html">mlx.core.reciprocal</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.repeat.html">mlx.core.repeat</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.reshape.html">mlx.core.reshape</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.round.html">mlx.core.round</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.rsqrt.html">mlx.core.rsqrt</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.save.html">mlx.core.save</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.savez.html">mlx.core.savez</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.savez_compressed.html">mlx.core.savez_compressed</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.save_safetensors.html">mlx.core.save_safetensors</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.sigmoid.html">mlx.core.sigmoid</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.sign.html">mlx.core.sign</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.sin.html">mlx.core.sin</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.take_along_axis.html">mlx.core.take_along_axis</a></li>
<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.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>
@@ -350,11 +353,35 @@
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.fft.irfftn.html">mlx.core.fft.irfftn</a></li>
</ul>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../python/linalg.html">Linear Algebra</a><input class="toctree-checkbox" id="toctree-checkbox-7" name="toctree-checkbox-7" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-7"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.linalg.norm.html">mlx.core.linalg.norm</a></li>
</ul>
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<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"><a class="reference internal" href="../python/_autosummary/mlx.nn.Module.html">mlx.nn.Module</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
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<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.apply.html">mlx.nn.Module.apply</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.apply_to_modules.html">mlx.nn.Module.apply_to_modules</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.children.html">mlx.nn.Module.children</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.eval.html">mlx.nn.Module.eval</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.filter_and_map.html">mlx.nn.Module.filter_and_map</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.freeze.html">mlx.nn.Module.freeze</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.leaf_modules.html">mlx.nn.Module.leaf_modules</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.load_weights.html">mlx.nn.Module.load_weights</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.modules.html">mlx.nn.Module.modules</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.named_modules.html">mlx.nn.Module.named_modules</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.parameters.html">mlx.nn.Module.parameters</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.save_weights.html">mlx.nn.Module.save_weights</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.train.html">mlx.nn.Module.train</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.trainable_parameters.html">mlx.nn.Module.trainable_parameters</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.unfreeze.html">mlx.nn.Module.unfreeze</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.update.html">mlx.nn.Module.update</a></li>
<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>
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<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-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</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.PReLU.html">mlx.nn.PReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
@@ -362,19 +389,27 @@
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</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.Mish.html">mlx.nn.Mish</a></li>
<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.Linear.html">mlx.nn.Linear</a></li>
<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.Conv1d.html">mlx.nn.Conv1d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Conv2d.html">mlx.nn.Conv2d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.BatchNorm.html">mlx.nn.BatchNorm</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.RMSNorm.html">mlx.nn.RMSNorm</a></li>
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<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.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Dropout.html">mlx.nn.Dropout</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Dropout2d.html">mlx.nn.Dropout2d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.MultiHeadAttention.html">mlx.nn.MultiHeadAttention</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<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.ALiBi.html">mlx.nn.ALiBi</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.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</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-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/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-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.gelu.html">mlx.nn.gelu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
@@ -386,7 +421,7 @@
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.mish.html">mlx.nn.mish</a></li>
</ul>
</li>
<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-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/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>
<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.cross_entropy.html">mlx.nn.losses.cross_entropy</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.kl_div_loss.html">mlx.nn.losses.kl_div_loss</a></li>
@@ -395,11 +430,14 @@
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.nll_loss.html">mlx.nn.losses.nll_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.smooth_l1_loss.html">mlx.nn.losses.smooth_l1_loss</a></li>
<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>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.hinge_loss.html">mlx.nn.losses.hinge_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.huber_loss.html">mlx.nn.losses.huber_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.log_cosh_loss.html">mlx.nn.losses.log_cosh_loss</a></li>
</ul>
</li>
</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-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"><a class="reference internal" href="../python/_autosummary/mlx.optimizers.OptimizerState.html">mlx.optimizers.OptimizerState</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.optimizers.Optimizer.html">mlx.optimizers.Optimizer</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.optimizers.SGD.html">mlx.optimizers.SGD</a></li>
@@ -412,7 +450,7 @@
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.optimizers.Lion.html">mlx.optimizers.Lion</a></li>
</ul>
</li>
<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-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-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>
@@ -638,7 +676,7 @@ and GPU implementations.</p>
<section id="introducing-the-example">
<h2>Introducing the Example<a class="headerlink" href="#introducing-the-example" title="Permalink to this heading">#</a></h2>
<p>Lets say that you would like an operation that takes in two arrays,
<code class="docutils literal notranslate"><span class="pre">x</span></code> and <code class="docutils literal notranslate"><span class="pre">y</span></code>, scales them both by some coefficents <code class="docutils literal notranslate"><span class="pre">alpha</span></code> and <code class="docutils literal notranslate"><span class="pre">beta</span></code>
<code class="docutils literal notranslate"><span class="pre">x</span></code> and <code class="docutils literal notranslate"><span class="pre">y</span></code>, scales them both by some coefficients <code class="docutils literal notranslate"><span class="pre">alpha</span></code> and <code class="docutils literal notranslate"><span class="pre">beta</span></code>
respectively, and then adds them together to get the result
<code class="docutils literal notranslate"><span class="pre">z</span> <span class="pre">=</span> <span class="pre">alpha</span> <span class="pre">*</span> <span class="pre">x</span> <span class="pre">+</span> <span class="pre">beta</span> <span class="pre">*</span> <span class="pre">y</span></code>. Well, you can very easily do that by just
writing out a function as follows:</p>
@@ -682,7 +720,7 @@ operations in the Python API (<a class="reference internal" href="../python/ops.
and two scalars, <code class="docutils literal notranslate"><span class="pre">alpha</span></code> and <code class="docutils literal notranslate"><span class="pre">beta</span></code>. This is how we would define it in the
C++ API:</p>
<div class="highlight-C++ notranslate"><div class="highlight"><pre><span></span><span class="cm">/**</span>
<span class="cm">* Scale and sum two vectors elementwise</span>
<span class="cm">* Scale and sum two vectors element-wise</span>
<span class="cm">* z = alpha * x + beta * y</span>
<span class="cm">*</span>
<span class="cm">* Follow numpy style broadcasting between x and y</span>
@@ -833,7 +871,7 @@ data type, shape, the <code class="xref py py-class docutils literal notranslate
</div>
<p>This operation now handles the following:</p>
<ol class="arabic simple">
<li><p>Upcast inputs and resolve the the output data type.</p></li>
<li><p>Upcast inputs and resolve the output data type.</p></li>
<li><p>Broadcast the inputs and resolve the output shape.</p></li>
<li><p>Construct the primitive <code class="xref py py-class docutils literal notranslate"><span class="pre">Axpby</span></code> using the given stream, <code class="docutils literal notranslate"><span class="pre">alpha</span></code>, and <code class="docutils literal notranslate"><span class="pre">beta</span></code>.</p></li>
<li><p>Construct the output <code class="xref py py-class docutils literal notranslate"><span class="pre">array</span></code> using the primitive and the inputs.</p></li>
@@ -883,14 +921,14 @@ pointwise. This is captured in the templated function <code class="xref py py-me
<span class="w"> </span><span class="n">T</span><span class="w"> </span><span class="n">alpha</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">static_cast</span><span class="o">&lt;</span><span class="n">T</span><span class="o">&gt;</span><span class="p">(</span><span class="n">alpha_</span><span class="p">);</span>
<span class="w"> </span><span class="n">T</span><span class="w"> </span><span class="n">beta</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">static_cast</span><span class="o">&lt;</span><span class="n">T</span><span class="o">&gt;</span><span class="p">(</span><span class="n">beta_</span><span class="p">);</span>
<span class="w"> </span><span class="c1">// Do the elementwise operation for each output</span>
<span class="w"> </span><span class="c1">// Do the element-wise operation for each output</span>
<span class="w"> </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">size_t</span><span class="w"> </span><span class="n">out_idx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="n">out_idx</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">out</span><span class="p">.</span><span class="n">size</span><span class="p">();</span><span class="w"> </span><span class="n">out_idx</span><span class="o">++</span><span class="p">)</span><span class="w"> </span><span class="p">{</span>
<span class="w"> </span><span class="c1">// Map linear indices to offsets in x and y</span>
<span class="w"> </span><span class="k">auto</span><span class="w"> </span><span class="n">x_offset</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">elem_to_loc</span><span class="p">(</span><span class="n">out_idx</span><span class="p">,</span><span class="w"> </span><span class="n">x</span><span class="p">.</span><span class="n">shape</span><span class="p">(),</span><span class="w"> </span><span class="n">x</span><span class="p">.</span><span class="n">strides</span><span class="p">());</span>
<span class="w"> </span><span class="k">auto</span><span class="w"> </span><span class="n">y_offset</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">elem_to_loc</span><span class="p">(</span><span class="n">out_idx</span><span class="p">,</span><span class="w"> </span><span class="n">y</span><span class="p">.</span><span class="n">shape</span><span class="p">(),</span><span class="w"> </span><span class="n">y</span><span class="p">.</span><span class="n">strides</span><span class="p">());</span>
<span class="w"> </span><span class="c1">// We allocate the output to be contiguous and regularly strided</span>
<span class="w"> </span><span class="c1">// (defaults to row major) and hence it doesn&#39;t need additonal mapping</span>
<span class="w"> </span><span class="c1">// (defaults to row major) and hence it doesn&#39;t need additional mapping</span>
<span class="w"> </span><span class="n">out_ptr</span><span class="p">[</span><span class="n">out_idx</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">alpha</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">x_ptr</span><span class="p">[</span><span class="n">x_offset</span><span class="p">]</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">beta</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">y_ptr</span><span class="p">[</span><span class="n">y_offset</span><span class="p">];</span>
<span class="w"> </span><span class="p">}</span>
<span class="p">}</span>
@@ -902,7 +940,7 @@ for all incoming floating point arrays. Accordingly, we add dispatches for
if we encounter an unexpected type.</p>
<div class="highlight-C++ notranslate"><div class="highlight"><pre><span></span><span class="cm">/** Fall back implementation for evaluation on CPU */</span>
<span class="kt">void</span><span class="w"> </span><span class="nf">Axpby::eval</span><span class="p">(</span><span class="k">const</span><span class="w"> </span><span class="n">std</span><span class="o">::</span><span class="n">vector</span><span class="o">&lt;</span><span class="n">array</span><span class="o">&gt;&amp;</span><span class="w"> </span><span class="n">inputs</span><span class="p">,</span><span class="w"> </span><span class="n">array</span><span class="o">&amp;</span><span class="w"> </span><span class="n">out</span><span class="p">)</span><span class="w"> </span><span class="p">{</span>
<span class="w"> </span><span class="c1">// Check the inputs (registered in the op while contructing the out array)</span>
<span class="w"> </span><span class="c1">// Check the inputs (registered in the op while constructing the out array)</span>
<span class="w"> </span><span class="n">assert</span><span class="p">(</span><span class="n">inputs</span><span class="p">.</span><span class="n">size</span><span class="p">()</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">2</span><span class="p">);</span>
<span class="w"> </span><span class="k">auto</span><span class="o">&amp;</span><span class="w"> </span><span class="n">x</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">inputs</span><span class="p">[</span><span class="mi">0</span><span class="p">];</span>
<span class="w"> </span><span class="k">auto</span><span class="o">&amp;</span><span class="w"> </span><span class="n">y</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">inputs</span><span class="p">[</span><span class="mi">1</span><span class="p">];</span>
@@ -1071,7 +1109,7 @@ each data type.</p>
<span class="n">instantiate_axpby</span><span class="p">(</span><span class="n">float32</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="p">);</span>
<span class="n">instantiate_axpby</span><span class="p">(</span><span class="n">float16</span><span class="p">,</span><span class="w"> </span><span class="n">half</span><span class="p">);</span>
<span class="n">instantiate_axpby</span><span class="p">(</span><span class="n">bflot16</span><span class="p">,</span><span class="w"> </span><span class="n">bfloat16_t</span><span class="p">);</span>
<span class="n">instantiate_axpby</span><span class="p">(</span><span class="n">bfloat16</span><span class="p">,</span><span class="w"> </span><span class="n">bfloat16_t</span><span class="p">);</span>
<span class="n">instantiate_axpby</span><span class="p">(</span><span class="n">complex64</span><span class="p">,</span><span class="w"> </span><span class="n">complex64_t</span><span class="p">);</span>
</pre></div>
</div>
@@ -1120,7 +1158,7 @@ below.</p>
<span class="w"> </span><span class="n">compute_encoder</span><span class="o">-&gt;</span><span class="n">setComputePipelineState</span><span class="p">(</span><span class="n">kernel</span><span class="p">);</span>
<span class="w"> </span><span class="c1">// Kernel parameters are registered with buffer indices corresponding to</span>
<span class="w"> </span><span class="c1">// those in the kernel decelaration at axpby.metal</span>
<span class="w"> </span><span class="c1">// those in the kernel declaration at axpby.metal</span>
<span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">ndim</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">out</span><span class="p">.</span><span class="n">ndim</span><span class="p">();</span>
<span class="w"> </span><span class="kt">size_t</span><span class="w"> </span><span class="n">nelem</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">out</span><span class="p">.</span><span class="n">size</span><span class="p">();</span>
@@ -1151,7 +1189,7 @@ below.</p>
<span class="w"> </span><span class="c1">// Fix the 3D size of the launch grid (in terms of threads)</span>
<span class="w"> </span><span class="n">MTL</span><span class="o">::</span><span class="n">Size</span><span class="w"> </span><span class="n">grid_dims</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">MTL</span><span class="o">::</span><span class="n">Size</span><span class="p">(</span><span class="n">nelem</span><span class="p">,</span><span class="w"> </span><span class="mi">1</span><span class="p">,</span><span class="w"> </span><span class="mi">1</span><span class="p">);</span>
<span class="w"> </span><span class="c1">// Launch the grid with the given number of threads divded among</span>
<span class="w"> </span><span class="c1">// Launch the grid with the given number of threads divided among</span>
<span class="w"> </span><span class="c1">// the given threadgroups</span>
<span class="w"> </span><span class="n">compute_encoder</span><span class="o">-&gt;</span><span class="n">dispatchThreads</span><span class="p">(</span><span class="n">grid_dims</span><span class="p">,</span><span class="w"> </span><span class="n">group_dims</span><span class="p">);</span>
<span class="p">}</span>
@@ -1164,7 +1202,7 @@ to give us the active metal compute command encoder instead of building a
new one and calling <code class="xref py py-meth docutils literal notranslate"><span class="pre">compute_encoder-&gt;end_encoding()</span></code> at the end.
MLX keeps adding kernels (compute pipelines) to the active command encoder
until some specified limit is hit or the compute encoder needs to be flushed
for synchronization. MLX also handles enqueuing and commiting the associated
for synchronization. MLX also handles enqueuing and committing the associated
command buffers as needed. We suggest taking a deeper dive into
<code class="xref py py-class docutils literal notranslate"><span class="pre">metal::Device</span></code> if you would like to study this routine further.</p>
</section>
@@ -1180,8 +1218,8 @@ us the following <code class="xref py py-meth docutils literal notranslate"><spa
<span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="n">std</span><span class="o">::</span><span class="n">vector</span><span class="o">&lt;</span><span class="n">array</span><span class="o">&gt;&amp;</span><span class="w"> </span><span class="n">tangents</span><span class="p">,</span>
<span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="n">std</span><span class="o">::</span><span class="n">vector</span><span class="o">&lt;</span><span class="kt">int</span><span class="o">&gt;&amp;</span><span class="w"> </span><span class="n">argnums</span><span class="p">)</span><span class="w"> </span><span class="p">{</span>
<span class="w"> </span><span class="c1">// Forward mode diff that pushes along the tangents</span>
<span class="w"> </span><span class="c1">// The jvp transform on the the primitive can built with ops</span>
<span class="w"> </span><span class="c1">// that are scheduled on the same stream as the primtive</span>
<span class="w"> </span><span class="c1">// The jvp transform on the primitive can built with ops</span>
<span class="w"> </span><span class="c1">// that are scheduled on the same stream as the primitive</span>
<span class="w"> </span><span class="c1">// If argnums = {0}, we only push along x in which case the</span>
<span class="w"> </span><span class="c1">// jvp is just the tangent scaled by alpha</span>
@@ -1218,7 +1256,7 @@ us the following <code class="xref py py-meth docutils literal notranslate"><spa
</div>
<p>Finally, you need not have a transformation fully defined to start using your
own <code class="xref py py-class docutils literal notranslate"><span class="pre">Primitive</span></code>.</p>
<div class="highlight-C++ notranslate"><div class="highlight"><pre><span></span><span class="cm">/** Vectorize primitve along given axis */</span>
<div class="highlight-C++ notranslate"><div class="highlight"><pre><span></span><span class="cm">/** Vectorize primitive along given axis */</span>
<span class="n">std</span><span class="o">::</span><span class="n">pair</span><span class="o">&lt;</span><span class="n">array</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="o">&gt;</span><span class="w"> </span><span class="n">Axpby</span><span class="o">::</span><span class="n">vmap</span><span class="p">(</span>
<span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="n">std</span><span class="o">::</span><span class="n">vector</span><span class="o">&lt;</span><span class="n">array</span><span class="o">&gt;&amp;</span><span class="w"> </span><span class="n">inputs</span><span class="p">,</span>
<span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="n">std</span><span class="o">::</span><span class="n">vector</span><span class="o">&lt;</span><span class="kt">int</span><span class="o">&gt;&amp;</span><span class="w"> </span><span class="n">axes</span><span class="p">)</span><span class="w"> </span><span class="p">{</span>
@@ -1245,7 +1283,7 @@ own <code class="xref py py-class docutils literal notranslate"><span class="pre
</div>
<ul class="simple">
<li><p><code class="docutils literal notranslate"><span class="pre">extensions/axpby/</span></code> defines the C++ extension library</p></li>
<li><p><code class="docutils literal notranslate"><span class="pre">extensions/mlx_sample_extensions</span></code> sets out the strucutre for the
<li><p><code class="docutils literal notranslate"><span class="pre">extensions/mlx_sample_extensions</span></code> sets out the structure for the
associated python package</p></li>
<li><p><code class="docutils literal notranslate"><span class="pre">extensions/bindings.cpp</span></code> provides python bindings for our operation</p></li>
<li><p><code class="docutils literal notranslate"><span class="pre">extensions/CMakeLists.txt</span></code> holds CMake rules to build the library and
@@ -1272,7 +1310,7 @@ are already provided, adding our <code class="xref py py-meth docutils literal n
<span class="w"> </span><span class="n">py</span><span class="o">::</span><span class="n">kw_only</span><span class="p">(),</span>
<span class="w"> </span><span class="s">&quot;stream&quot;</span><span class="n">_a</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">py</span><span class="o">::</span><span class="n">none</span><span class="p">(),</span>
<span class="w"> </span><span class="sa">R</span><span class="s">&quot;</span><span class="dl">pbdoc(</span>
<span class="s"> Scale and sum two vectors elementwise</span>
<span class="s"> Scale and sum two vectors element-wise</span>
<span class="s"> ``z = alpha * x + beta * y``</span>
<span class="s"> Follows numpy style broadcasting between ``x`` and ``y``</span>
@@ -1405,7 +1443,7 @@ bindings and copied together if the package is installed</p></li>
<div class="line"></div>
</div>
<p>When you try to install using the command <code class="docutils literal notranslate"><span class="pre">python</span> <span class="pre">-m</span> <span class="pre">pip</span> <span class="pre">install</span> <span class="pre">.</span></code>
(in <code class="docutils literal notranslate"><span class="pre">extensions/</span></code>), the package will be installed with the same strucutre as
(in <code class="docutils literal notranslate"><span class="pre">extensions/</span></code>), the package will be installed with the same structure as
<code class="docutils literal notranslate"><span class="pre">extensions/mlx_sample_extensions</span></code> and the C++ and metal library will be
copied along with the python binding since they are specified as <code class="docutils literal notranslate"><span class="pre">package_data</span></code>.</p>
</section>
@@ -1482,7 +1520,7 @@ with the naive <code class="xref py py-meth docutils literal notranslate"><span
</div>
<p>We see some modest improvements right away!</p>
<p>This operation is now good to be used to build other operations,
in <a class="reference internal" href="../python/_autosummary/mlx.nn.Module.html#mlx.nn.Module" title="mlx.nn.Module"><code class="xref py py-class docutils literal notranslate"><span class="pre">mlx.nn.Module</span></code></a> calls, and also as a part of graph
in <a class="reference internal" href="../python/nn/module.html#mlx.nn.Module" title="mlx.nn.Module"><code class="xref py py-class docutils literal notranslate"><span class="pre">mlx.nn.Module</span></code></a> calls, and also as a part of graph
transformations such as <code class="xref py py-meth docutils literal notranslate"><span class="pre">grad()</span></code> and <code class="xref py py-meth docutils literal notranslate"><span class="pre">simplify()</span></code>!</p>
</section>
</section>
+52 -14
View File
@@ -9,7 +9,7 @@
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
<title>Linear Regression &#8212; MLX 0.0.6 documentation</title>
<title>Linear Regression &#8212; MLX 0.0.7 documentation</title>
@@ -134,8 +134,8 @@
<img src="../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.0.6 documentation - Home"/>
<script>document.write(`<img src="../_static/mlx_logo.png" class="logo__image only-dark" alt="MLX 0.0.6 documentation - Home"/>`);</script>
<img src="../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.0.7 documentation - Home"/>
<script>document.write(`<img src="../_static/mlx_logo.png" class="logo__image only-dark" alt="MLX 0.0.7 documentation - Home"/>`);</script>
</a></div>
@@ -278,12 +278,14 @@
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.quantize.html">mlx.core.quantize</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.quantized_matmul.html">mlx.core.quantized_matmul</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.reciprocal.html">mlx.core.reciprocal</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.repeat.html">mlx.core.repeat</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.reshape.html">mlx.core.reshape</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.round.html">mlx.core.round</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.rsqrt.html">mlx.core.rsqrt</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.save.html">mlx.core.save</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.savez.html">mlx.core.savez</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.savez_compressed.html">mlx.core.savez_compressed</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.save_safetensors.html">mlx.core.save_safetensors</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.sigmoid.html">mlx.core.sigmoid</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.sign.html">mlx.core.sign</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.sin.html">mlx.core.sin</a></li>
@@ -303,6 +305,7 @@
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.take_along_axis.html">mlx.core.take_along_axis</a></li>
<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.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>
@@ -351,11 +354,35 @@
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.fft.irfftn.html">mlx.core.fft.irfftn</a></li>
</ul>
</li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../python/linalg.html">Linear Algebra</a><input class="toctree-checkbox" id="toctree-checkbox-7" name="toctree-checkbox-7" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-7"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.linalg.norm.html">mlx.core.linalg.norm</a></li>
</ul>
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<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.nn.Module.html">mlx.nn.Module</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.apply.html">mlx.nn.Module.apply</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.apply_to_modules.html">mlx.nn.Module.apply_to_modules</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.children.html">mlx.nn.Module.children</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.freeze.html">mlx.nn.Module.freeze</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.leaf_modules.html">mlx.nn.Module.leaf_modules</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.load_weights.html">mlx.nn.Module.load_weights</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.modules.html">mlx.nn.Module.modules</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.named_modules.html">mlx.nn.Module.named_modules</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.parameters.html">mlx.nn.Module.parameters</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.save_weights.html">mlx.nn.Module.save_weights</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.train.html">mlx.nn.Module.train</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.trainable_parameters.html">mlx.nn.Module.trainable_parameters</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.unfreeze.html">mlx.nn.Module.unfreeze</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.update.html">mlx.nn.Module.update</a></li>
<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-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</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.PReLU.html">mlx.nn.PReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
@@ -363,19 +390,27 @@
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</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.Mish.html">mlx.nn.Mish</a></li>
<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.Linear.html">mlx.nn.Linear</a></li>
<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.Conv1d.html">mlx.nn.Conv1d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Conv2d.html">mlx.nn.Conv2d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.BatchNorm.html">mlx.nn.BatchNorm</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.RMSNorm.html">mlx.nn.RMSNorm</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.RoPE.html">mlx.nn.RoPE</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.Dropout.html">mlx.nn.Dropout</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Dropout2d.html">mlx.nn.Dropout2d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.MultiHeadAttention.html">mlx.nn.MultiHeadAttention</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<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.ALiBi.html">mlx.nn.ALiBi</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.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</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-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/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-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.gelu.html">mlx.nn.gelu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
@@ -387,7 +422,7 @@
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.mish.html">mlx.nn.mish</a></li>
</ul>
</li>
<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-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/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>
<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.cross_entropy.html">mlx.nn.losses.cross_entropy</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.kl_div_loss.html">mlx.nn.losses.kl_div_loss</a></li>
@@ -396,11 +431,14 @@
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.nll_loss.html">mlx.nn.losses.nll_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.smooth_l1_loss.html">mlx.nn.losses.smooth_l1_loss</a></li>
<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>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.hinge_loss.html">mlx.nn.losses.hinge_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.huber_loss.html">mlx.nn.losses.huber_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.log_cosh_loss.html">mlx.nn.losses.log_cosh_loss</a></li>
</ul>
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+52 -14
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@@ -9,7 +9,7 @@
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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>LLM inference &#8212; MLX 0.0.7 documentation</title>
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<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.sigmoid.html">mlx.core.sigmoid</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.sin.html">mlx.core.sin</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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<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
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<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.Conv1d.html">mlx.nn.Conv1d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Conv2d.html">mlx.nn.Conv2d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.BatchNorm.html">mlx.nn.BatchNorm</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.RMSNorm.html">mlx.nn.RMSNorm</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
@@ -387,7 +422,7 @@
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.mish.html">mlx.nn.mish</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.cross_entropy.html">mlx.nn.losses.cross_entropy</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.kl_div_loss.html">mlx.nn.losses.kl_div_loss</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.nll_loss.html">mlx.nn.losses.nll_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.smooth_l1_loss.html">mlx.nn.losses.smooth_l1_loss</a></li>
<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>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.hinge_loss.html">mlx.nn.losses.hinge_loss</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.log_cosh_loss.html">mlx.nn.losses.log_cosh_loss</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.optimizers.Optimizer.html">mlx.optimizers.Optimizer</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.optimizers.SGD.html">mlx.optimizers.SGD</a></li>
@@ -413,7 +451,7 @@
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.optimizers.Lion.html">mlx.optimizers.Lion</a></li>
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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>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
+54 -16
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@@ -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>Multi-Layer Perceptron &#8212; MLX 0.0.6 documentation</title>
<title>Multi-Layer Perceptron &#8212; MLX 0.0.7 documentation</title>
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@@ -278,12 +278,14 @@
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<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.repeat.html">mlx.core.repeat</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.reshape.html">mlx.core.reshape</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.round.html">mlx.core.round</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.rsqrt.html">mlx.core.rsqrt</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.save.html">mlx.core.save</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.savez.html">mlx.core.savez</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.savez_compressed.html">mlx.core.savez_compressed</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.save_safetensors.html">mlx.core.save_safetensors</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.sigmoid.html">mlx.core.sigmoid</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.sign.html">mlx.core.sign</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.sin.html">mlx.core.sin</a></li>
@@ -303,6 +305,7 @@
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.take_along_axis.html">mlx.core.take_along_axis</a></li>
<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.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>
@@ -351,11 +354,35 @@
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.fft.irfftn.html">mlx.core.fft.irfftn</a></li>
</ul>
</li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../python/linalg.html">Linear Algebra</a><input class="toctree-checkbox" id="toctree-checkbox-7" name="toctree-checkbox-7" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-7"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.linalg.norm.html">mlx.core.linalg.norm</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.nn.Module.html">mlx.nn.Module</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.load_weights.html">mlx.nn.Module.load_weights</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.modules.html">mlx.nn.Module.modules</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.named_modules.html">mlx.nn.Module.named_modules</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.parameters.html">mlx.nn.Module.parameters</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.save_weights.html">mlx.nn.Module.save_weights</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.train.html">mlx.nn.Module.train</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.trainable_parameters.html">mlx.nn.Module.trainable_parameters</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.unfreeze.html">mlx.nn.Module.unfreeze</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.update.html">mlx.nn.Module.update</a></li>
<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-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</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.PReLU.html">mlx.nn.PReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
@@ -363,19 +390,27 @@
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</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.Mish.html">mlx.nn.Mish</a></li>
<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.Linear.html">mlx.nn.Linear</a></li>
<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.Conv1d.html">mlx.nn.Conv1d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Conv2d.html">mlx.nn.Conv2d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.BatchNorm.html">mlx.nn.BatchNorm</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.RMSNorm.html">mlx.nn.RMSNorm</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.RoPE.html">mlx.nn.RoPE</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.Dropout.html">mlx.nn.Dropout</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Dropout2d.html">mlx.nn.Dropout2d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.MultiHeadAttention.html">mlx.nn.MultiHeadAttention</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<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.ALiBi.html">mlx.nn.ALiBi</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.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</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-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/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-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.gelu.html">mlx.nn.gelu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
@@ -387,7 +422,7 @@
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.mish.html">mlx.nn.mish</a></li>
</ul>
</li>
<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-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/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>
<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.cross_entropy.html">mlx.nn.losses.cross_entropy</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.kl_div_loss.html">mlx.nn.losses.kl_div_loss</a></li>
@@ -396,11 +431,14 @@
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.nll_loss.html">mlx.nn.losses.nll_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.smooth_l1_loss.html">mlx.nn.losses.smooth_l1_loss</a></li>
<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>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.hinge_loss.html">mlx.nn.losses.hinge_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.huber_loss.html">mlx.nn.losses.huber_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.log_cosh_loss.html">mlx.nn.losses.log_cosh_loss</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../python/optimizers.html">Optimizers</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-l1 has-children"><a class="reference internal" href="../python/optimizers.html">Optimizers</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>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.optimizers.OptimizerState.html">mlx.optimizers.OptimizerState</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.optimizers.Optimizer.html">mlx.optimizers.Optimizer</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.optimizers.SGD.html">mlx.optimizers.SGD</a></li>
@@ -413,7 +451,7 @@
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.optimizers.Lion.html">mlx.optimizers.Lion</a></li>
</ul>
</li>
<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-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-l1 has-children"><a class="reference internal" href="../python/tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-14" name="toctree-checkbox-14" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-14"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><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>
@@ -605,11 +643,11 @@ multi-layer perceptron to classify MNIST.</p>
</pre></div>
</div>
<p>The model is defined as the <code class="docutils literal notranslate"><span class="pre">MLP</span></code> class which inherits from
<a class="reference internal" href="../python/_autosummary/mlx.nn.Module.html#mlx.nn.Module" title="mlx.nn.Module"><code class="xref py py-class docutils literal notranslate"><span class="pre">mlx.nn.Module</span></code></a>. We follow the standard idiom to make a new module:</p>
<a class="reference internal" href="../python/nn/module.html#mlx.nn.Module" title="mlx.nn.Module"><code class="xref py py-class docutils literal notranslate"><span class="pre">mlx.nn.Module</span></code></a>. We follow the standard idiom to make a new module:</p>
<ol class="arabic simple">
<li><p>Define an <code class="docutils literal notranslate"><span class="pre">__init__</span></code> where the parameters and/or submodules are setup. See
the <a class="reference internal" href="../python/nn.html#module-class"><span class="std std-ref">Module class docs</span></a> for more information on how
<a class="reference internal" href="../python/_autosummary/mlx.nn.Module.html#mlx.nn.Module" title="mlx.nn.Module"><code class="xref py py-class docutils literal notranslate"><span class="pre">mlx.nn.Module</span></code></a> registers parameters.</p></li>
<a class="reference internal" href="../python/nn/module.html#mlx.nn.Module" title="mlx.nn.Module"><code class="xref py py-class docutils literal notranslate"><span class="pre">mlx.nn.Module</span></code></a> registers parameters.</p></li>
<li><p>Define a <code class="docutils literal notranslate"><span class="pre">__call__</span></code> where the computation is implemented.</p></li>
</ol>
<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="k">class</span> <span class="nc">MLP</span><span class="p">(</span><span class="n">nn</span><span class="o">.</span><span class="n">Module</span><span class="p">):</span>
+144 -29
View File
@@ -8,7 +8,7 @@
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Index &#8212; MLX 0.0.6 documentation</title>
<title>Index &#8212; MLX 0.0.7 documentation</title>
@@ -131,8 +131,8 @@
<img src="_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.0.6 documentation - Home"/>
<script>document.write(`<img src="_static/mlx_logo.png" class="logo__image only-dark" alt="MLX 0.0.6 documentation - Home"/>`);</script>
<img src="_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.0.7 documentation - Home"/>
<script>document.write(`<img src="_static/mlx_logo.png" class="logo__image only-dark" alt="MLX 0.0.7 documentation - Home"/>`);</script>
</a></div>
@@ -275,12 +275,14 @@
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.quantize.html">mlx.core.quantize</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.quantized_matmul.html">mlx.core.quantized_matmul</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.reciprocal.html">mlx.core.reciprocal</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.repeat.html">mlx.core.repeat</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.reshape.html">mlx.core.reshape</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.round.html">mlx.core.round</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.rsqrt.html">mlx.core.rsqrt</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.save.html">mlx.core.save</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.savez.html">mlx.core.savez</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.savez_compressed.html">mlx.core.savez_compressed</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.save_safetensors.html">mlx.core.save_safetensors</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.sigmoid.html">mlx.core.sigmoid</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.sign.html">mlx.core.sign</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.sin.html">mlx.core.sin</a></li>
@@ -300,6 +302,7 @@
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.take_along_axis.html">mlx.core.take_along_axis</a></li>
<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.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>
@@ -348,11 +351,35 @@
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.fft.irfftn.html">mlx.core.fft.irfftn</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-7" name="toctree-checkbox-7" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-7"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l1 has-children"><a class="reference internal" href="python/linalg.html">Linear Algebra</a><input class="toctree-checkbox" id="toctree-checkbox-7" name="toctree-checkbox-7" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-7"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.linalg.norm.html">mlx.core.linalg.norm</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-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"><a class="reference internal" href="python/_autosummary/mlx.nn.Module.html">mlx.nn.Module</a></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-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-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</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-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.apply.html">mlx.nn.Module.apply</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Module.apply_to_modules.html">mlx.nn.Module.apply_to_modules</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Module.children.html">mlx.nn.Module.children</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Module.eval.html">mlx.nn.Module.eval</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Module.filter_and_map.html">mlx.nn.Module.filter_and_map</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Module.freeze.html">mlx.nn.Module.freeze</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Module.leaf_modules.html">mlx.nn.Module.leaf_modules</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Module.load_weights.html">mlx.nn.Module.load_weights</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Module.modules.html">mlx.nn.Module.modules</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Module.named_modules.html">mlx.nn.Module.named_modules</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Module.parameters.html">mlx.nn.Module.parameters</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Module.save_weights.html">mlx.nn.Module.save_weights</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Module.train.html">mlx.nn.Module.train</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Module.trainable_parameters.html">mlx.nn.Module.trainable_parameters</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Module.unfreeze.html">mlx.nn.Module.unfreeze</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Module.update.html">mlx.nn.Module.update</a></li>
<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-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</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.PReLU.html">mlx.nn.PReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
@@ -360,19 +387,27 @@
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</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.Mish.html">mlx.nn.Mish</a></li>
<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.Linear.html">mlx.nn.Linear</a></li>
<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.Conv1d.html">mlx.nn.Conv1d</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Conv2d.html">mlx.nn.Conv2d</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.BatchNorm.html">mlx.nn.BatchNorm</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.RMSNorm.html">mlx.nn.RMSNorm</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.RoPE.html">mlx.nn.RoPE</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.Dropout.html">mlx.nn.Dropout</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Dropout2d.html">mlx.nn.Dropout2d</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.MultiHeadAttention.html">mlx.nn.MultiHeadAttention</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<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.ALiBi.html">mlx.nn.ALiBi</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.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</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-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/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-l3"><a class="reference internal" href="python/nn/_autosummary_functions/mlx.nn.gelu.html">mlx.nn.gelu</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
@@ -384,7 +419,7 @@
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary_functions/mlx.nn.mish.html">mlx.nn.mish</a></li>
</ul>
</li>
<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-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/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>
<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.cross_entropy.html">mlx.nn.losses.cross_entropy</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary_functions/mlx.nn.losses.kl_div_loss.html">mlx.nn.losses.kl_div_loss</a></li>
@@ -393,11 +428,14 @@
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary_functions/mlx.nn.losses.nll_loss.html">mlx.nn.losses.nll_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary_functions/mlx.nn.losses.smooth_l1_loss.html">mlx.nn.losses.smooth_l1_loss</a></li>
<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>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary_functions/mlx.nn.losses.hinge_loss.html">mlx.nn.losses.hinge_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary_functions/mlx.nn.losses.huber_loss.html">mlx.nn.losses.huber_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary_functions/mlx.nn.losses.log_cosh_loss.html">mlx.nn.losses.log_cosh_loss</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="python/optimizers.html">Optimizers</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-l1 has-children"><a class="reference internal" href="python/optimizers.html">Optimizers</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>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.optimizers.OptimizerState.html">mlx.optimizers.OptimizerState</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.optimizers.Optimizer.html">mlx.optimizers.Optimizer</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.optimizers.SGD.html">mlx.optimizers.SGD</a></li>
@@ -410,7 +448,7 @@
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.optimizers.Lion.html">mlx.optimizers.Lion</a></li>
</ul>
</li>
<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-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-l1 has-children"><a class="reference internal" href="python/tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-14" name="toctree-checkbox-14" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-14"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><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>
@@ -553,6 +591,7 @@ document.write(`
| <a href="#E"><strong>E</strong></a>
| <a href="#F"><strong>F</strong></a>
| <a href="#G"><strong>G</strong></a>
| <a href="#H"><strong>H</strong></a>
| <a href="#I"><strong>I</strong></a>
| <a href="#J"><strong>J</strong></a>
| <a href="#K"><strong>K</strong></a>
@@ -582,8 +621,6 @@ document.write(`
<li><a href="python/_autosummary/mlx.core.Dtype.html#mlx.core.Dtype.__init__">(mlx.core.Dtype method)</a>
</li>
<li><a href="python/_autosummary/mlx.core.Stream.html#mlx.core.Stream.__init__">(mlx.core.Stream method)</a>
</li>
<li><a href="python/_autosummary/mlx.nn.Module.html#mlx.nn.Module.__init__">(mlx.nn.Module method)</a>
</li>
</ul></li>
</ul></td>
@@ -609,6 +646,8 @@ document.write(`
<li><a href="python/_autosummary/mlx.optimizers.AdamW.html#mlx.optimizers.AdamW">AdamW (class in mlx.optimizers)</a>
</li>
<li><a href="python/_autosummary/mlx.core.add.html#mlx.core.add">add() (in module mlx.core)</a>
</li>
<li><a href="python/nn/_autosummary/mlx.nn.ALiBi.html#mlx.nn.ALiBi">ALiBi (class in mlx.nn)</a>
</li>
<li><a href="python/_autosummary/mlx.core.all.html#mlx.core.all">all() (in module mlx.core)</a>
@@ -624,10 +663,14 @@ document.write(`
<li><a href="python/_autosummary/mlx.core.array.any.html#mlx.core.array.any">(mlx.core.array method)</a>
</li>
</ul></li>
<li><a href="python/_autosummary/mlx.core.arange.html#mlx.core.arange">arange() (in module mlx.core)</a>
<li><a href="python/nn/_autosummary/mlx.nn.Module.apply.html#mlx.nn.Module.apply">apply() (mlx.nn.Module method)</a>
</li>
<li><a href="python/nn/_autosummary/mlx.nn.Module.apply_to_modules.html#mlx.nn.Module.apply_to_modules">apply_to_modules() (mlx.nn.Module method)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="python/_autosummary/mlx.core.arange.html#mlx.core.arange">arange() (in module mlx.core)</a>
</li>
<li><a href="python/_autosummary/mlx.core.arccos.html#mlx.core.arccos">arccos() (in module mlx.core)</a>
</li>
<li><a href="python/_autosummary/mlx.core.arccosh.html#mlx.core.arccosh">arccosh() (in module mlx.core)</a>
@@ -668,6 +711,8 @@ document.write(`
<h2 id="B">B</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="python/nn/_autosummary/mlx.nn.BatchNorm.html#mlx.nn.BatchNorm">BatchNorm (class in mlx.nn)</a>
</li>
<li><a href="python/_autosummary/mlx.core.random.bernoulli.html#mlx.core.random.bernoulli">bernoulli() (in module mlx.core.random)</a>
</li>
</ul></td>
@@ -685,6 +730,8 @@ document.write(`
<li><a href="python/_autosummary/mlx.core.random.categorical.html#mlx.core.random.categorical">categorical() (in module mlx.core.random)</a>
</li>
<li><a href="python/_autosummary/mlx.core.ceil.html#mlx.core.ceil">ceil() (in module mlx.core)</a>
</li>
<li><a href="python/nn/_autosummary/mlx.nn.Module.children.html#mlx.nn.Module.children">children() (mlx.nn.Module method)</a>
</li>
<li><a href="python/_autosummary/mlx.core.clip.html#mlx.core.clip">clip() (in module mlx.core)</a>
</li>
@@ -724,11 +771,17 @@ document.write(`
</li>
<li><a href="python/_autosummary/mlx.core.dequantize.html#mlx.core.dequantize">dequantize() (in module mlx.core)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="python/_autosummary/mlx.core.Device.html#mlx.core.Device">Device (class in mlx.core)</a>
</li>
<li><a href="python/_autosummary/mlx.core.divide.html#mlx.core.divide">divide() (in module mlx.core)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="python/nn/_autosummary/mlx.nn.Dropout.html#mlx.nn.Dropout">Dropout (class in mlx.nn)</a>
</li>
<li><a href="python/nn/_autosummary/mlx.nn.Dropout2d.html#mlx.nn.Dropout2d">Dropout2d (class in mlx.nn)</a>
</li>
<li><a href="python/nn/_autosummary/mlx.nn.Dropout3d.html#mlx.nn.Dropout3d">Dropout3d (class in mlx.nn)</a>
</li>
<li><a href="python/_autosummary/mlx.core.Dtype.html#mlx.core.Dtype">Dtype (class in mlx.core)</a>
</li>
@@ -748,10 +801,14 @@ document.write(`
</li>
<li><a href="python/_autosummary/mlx.core.erfinv.html#mlx.core.erfinv">erfinv() (in module mlx.core)</a>
</li>
<li><a href="python/_autosummary/mlx.core.eval.html#mlx.core.eval">eval() (in module mlx.core)</a>
<ul>
<li><a href="python/nn/_autosummary/mlx.nn.Module.eval.html#mlx.nn.Module.eval">(mlx.nn.Module method)</a>
</li>
</ul></li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="python/_autosummary/mlx.core.eval.html#mlx.core.eval">eval() (in module mlx.core)</a>
</li>
<li><a href="python/_autosummary/mlx.core.exp.html#mlx.core.exp">exp() (in module mlx.core)</a>
<ul>
@@ -773,6 +830,8 @@ document.write(`
<li><a href="python/_autosummary/mlx.core.fft.fft2.html#mlx.core.fft.fft2">fft2() (in module mlx.core.fft)</a>
</li>
<li><a href="python/_autosummary/mlx.core.fft.fftn.html#mlx.core.fft.fftn">fftn() (in module mlx.core.fft)</a>
</li>
<li><a href="python/nn/_autosummary/mlx.nn.Module.filter_and_map.html#mlx.nn.Module.filter_and_map">filter_and_map() (mlx.nn.Module method)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
@@ -781,6 +840,8 @@ document.write(`
<li><a href="python/_autosummary/mlx.core.floor.html#mlx.core.floor">floor() (in module mlx.core)</a>
</li>
<li><a href="python/_autosummary/mlx.core.floor_divide.html#mlx.core.floor_divide">floor_divide() (in module mlx.core)</a>
</li>
<li><a href="python/nn/_autosummary/mlx.nn.Module.freeze.html#mlx.nn.Module.freeze">freeze() (mlx.nn.Module method)</a>
</li>
<li><a href="python/_autosummary/mlx.core.full.html#mlx.core.full">full() (in module mlx.core)</a>
</li>
@@ -813,6 +874,18 @@ document.write(`
</ul></td>
</tr></table>
<h2 id="H">H</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="python/nn/_autosummary_functions/mlx.nn.losses.hinge_loss.html#mlx.nn.losses.hinge_loss">hinge_loss (class in mlx.nn.losses)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="python/nn/_autosummary_functions/mlx.nn.losses.huber_loss.html#mlx.nn.losses.huber_loss">huber_loss (class in mlx.nn.losses)</a>
</li>
</ul></td>
</tr></table>
<h2 id="I">I</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
@@ -826,6 +899,8 @@ document.write(`
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="python/nn/_autosummary/mlx.nn.InstanceNorm.html#mlx.nn.InstanceNorm">InstanceNorm (class in mlx.nn)</a>
</li>
<li><a href="python/_autosummary/mlx.core.fft.irfft.html#mlx.core.fft.irfft">irfft() (in module mlx.core.fft)</a>
</li>
<li><a href="python/_autosummary/mlx.core.fft.irfft2.html#mlx.core.fft.irfft2">irfft2() (in module mlx.core.fft)</a>
@@ -863,6 +938,8 @@ document.write(`
<li><a href="python/nn/_autosummary_functions/mlx.nn.losses.l1_loss.html#mlx.nn.losses.l1_loss">l1_loss (class in mlx.nn.losses)</a>
</li>
<li><a href="python/nn/_autosummary/mlx.nn.LayerNorm.html#mlx.nn.LayerNorm">LayerNorm (class in mlx.nn)</a>
</li>
<li><a href="python/nn/_autosummary/mlx.nn.Module.leaf_modules.html#mlx.nn.Module.leaf_modules">leaf_modules() (mlx.nn.Module method)</a>
</li>
<li><a href="python/_autosummary/mlx.core.less.html#mlx.core.less">less() (in module mlx.core)</a>
</li>
@@ -876,14 +953,16 @@ document.write(`
</li>
<li><a href="python/_autosummary/mlx.core.load.html#mlx.core.load">load() (in module mlx.core)</a>
</li>
<li><a href="python/nn/_autosummary/mlx.nn.Module.load_weights.html#mlx.nn.Module.load_weights">load_weights() (mlx.nn.Module method)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="python/_autosummary/mlx.core.log.html#mlx.core.log">log() (in module mlx.core)</a>
<ul>
<li><a href="python/_autosummary/mlx.core.array.log.html#mlx.core.array.log">(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.log10.html#mlx.core.log10">log10() (in module mlx.core)</a>
</li>
<li><a href="python/_autosummary/mlx.core.log1p.html#mlx.core.log1p">log1p() (in module mlx.core)</a>
@@ -893,6 +972,8 @@ document.write(`
</li>
</ul></li>
<li><a href="python/_autosummary/mlx.core.log2.html#mlx.core.log2">log2() (in module mlx.core)</a>
</li>
<li><a href="python/nn/_autosummary_functions/mlx.nn.losses.log_cosh_loss.html#mlx.nn.losses.log_cosh_loss">log_cosh_loss (class in mlx.nn.losses)</a>
</li>
<li><a href="python/_autosummary/mlx.core.logaddexp.html#mlx.core.logaddexp">logaddexp() (in module mlx.core)</a>
</li>
@@ -940,7 +1021,9 @@ document.write(`
</li>
<li><a href="python/nn/_autosummary_functions/mlx.nn.mish.html#mlx.nn.mish">mish (class in mlx.nn)</a>
</li>
<li><a href="python/_autosummary/mlx.nn.Module.html#mlx.nn.Module">Module (class in mlx.nn)</a>
<li><a href="python/nn/module.html#mlx.nn.Module">Module (class in mlx.nn)</a>
</li>
<li><a href="python/nn/_autosummary/mlx.nn.Module.modules.html#mlx.nn.Module.modules">modules() (mlx.nn.Module method)</a>
</li>
<li><a href="python/_autosummary/mlx.core.moveaxis.html#mlx.core.moveaxis">moveaxis() (in module mlx.core)</a>
</li>
@@ -956,6 +1039,8 @@ document.write(`
<h2 id="N">N</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="python/nn/_autosummary/mlx.nn.Module.named_modules.html#mlx.nn.Module.named_modules">named_modules() (mlx.nn.Module method)</a>
</li>
<li><a href="python/_autosummary/mlx.core.array.ndim.html#mlx.core.array.ndim">ndim (mlx.core.array property)</a>
</li>
<li><a href="python/_autosummary/mlx.core.negative.html#mlx.core.negative">negative() (in module mlx.core)</a>
@@ -965,6 +1050,8 @@ document.write(`
<li><a href="python/_autosummary/mlx.core.new_stream.html#mlx.core.new_stream">new_stream() (in module mlx.core)</a>
</li>
<li><a href="python/nn/_autosummary_functions/mlx.nn.losses.nll_loss.html#mlx.nn.losses.nll_loss">nll_loss (class in mlx.nn.losses)</a>
</li>
<li><a href="python/_autosummary/mlx.core.linalg.norm.html#mlx.core.linalg.norm">norm() (in module mlx.core.linalg)</a>
</li>
<li><a href="python/_autosummary/mlx.core.random.normal.html#mlx.core.random.normal">normal() (in module mlx.core.random)</a>
</li>
@@ -992,12 +1079,14 @@ document.write(`
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="python/_autosummary/mlx.core.pad.html#mlx.core.pad">pad() (in module mlx.core)</a>
</li>
<li><a href="python/_autosummary/mlx.core.partition.html#mlx.core.partition">partition() (in module mlx.core)</a>
<li><a href="python/nn/_autosummary/mlx.nn.Module.parameters.html#mlx.nn.Module.parameters">parameters() (mlx.nn.Module method)</a>
</li>
<li><a href="python/nn/_autosummary/mlx.nn.PReLU.html#mlx.nn.PReLU">PReLU (class in mlx.nn)</a>
<li><a href="python/_autosummary/mlx.core.partition.html#mlx.core.partition">partition() (in module mlx.core)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="python/nn/_autosummary/mlx.nn.PReLU.html#mlx.nn.PReLU">PReLU (class in mlx.nn)</a>
</li>
<li><a href="python/nn/_autosummary_functions/mlx.nn.prelu.html#mlx.nn.prelu">prelu (class in mlx.nn)</a>
</li>
<li><a href="python/_autosummary/mlx.core.prod.html#mlx.core.prod">prod() (in module mlx.core)</a>
@@ -1037,6 +1126,8 @@ document.write(`
<li><a href="python/nn/_autosummary/mlx.nn.ReLU.html#mlx.nn.ReLU">ReLU (class in mlx.nn)</a>
</li>
<li><a href="python/nn/_autosummary_functions/mlx.nn.relu.html#mlx.nn.relu">relu (class in mlx.nn)</a>
</li>
<li><a href="python/_autosummary/mlx.core.repeat.html#mlx.core.repeat">repeat() (in module mlx.core)</a>
</li>
<li><a href="python/_autosummary/mlx.core.reshape.html#mlx.core.reshape">reshape() (in module mlx.core)</a>
@@ -1077,6 +1168,10 @@ document.write(`
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="python/_autosummary/mlx.core.save.html#mlx.core.save">save() (in module mlx.core)</a>
</li>
<li><a href="python/_autosummary/mlx.core.save_safetensors.html#mlx.core.save_safetensors">save_safetensors() (in module mlx.core)</a>
</li>
<li><a href="python/nn/_autosummary/mlx.nn.Module.save_weights.html#mlx.nn.Module.save_weights">save_weights() (mlx.nn.Module method)</a>
</li>
<li><a href="python/_autosummary/mlx.core.savez.html#mlx.core.savez">savez() (in module mlx.core)</a>
</li>
@@ -1116,10 +1211,12 @@ document.write(`
</ul></li>
<li><a href="python/_autosummary/mlx.core.sinh.html#mlx.core.sinh">sinh() (in module mlx.core)</a>
</li>
<li><a href="python/_autosummary/mlx.core.array.size.html#mlx.core.array.size">size (mlx.core.array property)</a>
<li><a href="python/nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html#mlx.nn.SinusoidalPositionalEncoding">SinusoidalPositionalEncoding (class in mlx.nn)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="python/_autosummary/mlx.core.array.size.html#mlx.core.array.size">size (mlx.core.array property)</a>
</li>
<li><a href="python/nn/_autosummary_functions/mlx.nn.losses.smooth_l1_loss.html#mlx.nn.losses.smooth_l1_loss">smooth_l1_loss (class in mlx.nn.losses)</a>
</li>
<li><a href="python/_autosummary/mlx.core.softmax.html#mlx.core.softmax">softmax() (in module mlx.core)</a>
@@ -1185,8 +1282,20 @@ document.write(`
<li><a href="python/_autosummary/mlx.core.tan.html#mlx.core.tan">tan() (in module mlx.core)</a>
</li>
<li><a href="python/_autosummary/mlx.core.tanh.html#mlx.core.tanh">tanh() (in module mlx.core)</a>
</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.array.tolist.html#mlx.core.array.tolist">tolist() (mlx.core.array method)</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.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>
@@ -1194,8 +1303,6 @@ document.write(`
<li><a href="python/_autosummary/mlx.core.array.transpose.html#mlx.core.array.transpose">(mlx.core.array method)</a>
</li>
</ul></li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="python/_autosummary/mlx.utils.tree_flatten.html#mlx.utils.tree_flatten">tree_flatten() (in module mlx.utils)</a>
</li>
<li><a href="python/_autosummary/mlx.utils.tree_map.html#mlx.utils.tree_map">tree_map() (in module mlx.utils)</a>
@@ -1218,7 +1325,15 @@ document.write(`
<h2 id="U">U</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="python/nn/_autosummary/mlx.nn.Module.unfreeze.html#mlx.nn.Module.unfreeze">unfreeze() (mlx.nn.Module method)</a>
</li>
<li><a href="python/_autosummary/mlx.core.random.uniform.html#mlx.core.random.uniform">uniform() (in module mlx.core.random)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="python/nn/_autosummary/mlx.nn.Module.update.html#mlx.nn.Module.update">update() (mlx.nn.Module method)</a>
</li>
<li><a href="python/nn/_autosummary/mlx.nn.Module.update_modules.html#mlx.nn.Module.update_modules">update_modules() (mlx.nn.Module method)</a>
</li>
</ul></td>
</tr></table>
+54 -15
View File
@@ -9,7 +9,7 @@
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
<title>MLX &#8212; MLX 0.0.6 documentation</title>
<title>MLX &#8212; MLX 0.0.7 documentation</title>
@@ -133,8 +133,8 @@
<img src="_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.0.6 documentation - Home"/>
<script>document.write(`<img src="_static/mlx_logo.png" class="logo__image only-dark" alt="MLX 0.0.6 documentation - Home"/>`);</script>
<img src="_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.0.7 documentation - Home"/>
<script>document.write(`<img src="_static/mlx_logo.png" class="logo__image only-dark" alt="MLX 0.0.7 documentation - Home"/>`);</script>
</a></div>
@@ -277,12 +277,14 @@
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.quantize.html">mlx.core.quantize</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.quantized_matmul.html">mlx.core.quantized_matmul</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.reciprocal.html">mlx.core.reciprocal</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.repeat.html">mlx.core.repeat</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.reshape.html">mlx.core.reshape</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.round.html">mlx.core.round</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.rsqrt.html">mlx.core.rsqrt</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.save.html">mlx.core.save</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.savez.html">mlx.core.savez</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.savez_compressed.html">mlx.core.savez_compressed</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.save_safetensors.html">mlx.core.save_safetensors</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.sigmoid.html">mlx.core.sigmoid</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.sign.html">mlx.core.sign</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.sin.html">mlx.core.sin</a></li>
@@ -302,6 +304,7 @@
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.take_along_axis.html">mlx.core.take_along_axis</a></li>
<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.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>
@@ -350,11 +353,35 @@
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.fft.irfftn.html">mlx.core.fft.irfftn</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-7" name="toctree-checkbox-7" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-7"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l1 has-children"><a class="reference internal" href="python/linalg.html">Linear Algebra</a><input class="toctree-checkbox" id="toctree-checkbox-7" name="toctree-checkbox-7" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-7"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.linalg.norm.html">mlx.core.linalg.norm</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-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"><a class="reference internal" href="python/_autosummary/mlx.nn.Module.html">mlx.nn.Module</a></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-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-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</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-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.apply.html">mlx.nn.Module.apply</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Module.apply_to_modules.html">mlx.nn.Module.apply_to_modules</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Module.children.html">mlx.nn.Module.children</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Module.eval.html">mlx.nn.Module.eval</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Module.filter_and_map.html">mlx.nn.Module.filter_and_map</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Module.freeze.html">mlx.nn.Module.freeze</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Module.leaf_modules.html">mlx.nn.Module.leaf_modules</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Module.load_weights.html">mlx.nn.Module.load_weights</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Module.modules.html">mlx.nn.Module.modules</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Module.named_modules.html">mlx.nn.Module.named_modules</a></li>
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<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
@@ -362,19 +389,27 @@
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
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@@ -386,7 +421,7 @@
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary_functions/mlx.nn.mish.html">mlx.nn.mish</a></li>
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@@ -395,11 +430,14 @@
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary_functions/mlx.nn.losses.nll_loss.html">mlx.nn.losses.nll_loss</a></li>
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<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary_functions/mlx.nn.losses.log_cosh_loss.html">mlx.nn.losses.log_cosh_loss</a></li>
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<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.optimizers.SGD.html">mlx.optimizers.SGD</a></li>
@@ -412,7 +450,7 @@
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.optimizers.Lion.html">mlx.optimizers.Lion</a></li>
</ul>
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@@ -610,7 +648,7 @@ GPU, …)</p></li>
</ul>
</div></blockquote>
<p>The design of MLX is inspired by frameworks like <a class="reference external" href="https://pytorch.org/">PyTorch</a>, <a class="reference external" href="https://github.com/google/jax">Jax</a>, and
<a class="reference external" href="https://arrayfire.org/">ArrayFire</a>. A noteable difference from these
<a class="reference external" href="https://arrayfire.org/">ArrayFire</a>. A notable difference from these
frameworks and MLX is the <em>unified memory model</em>. Arrays in MLX live in shared
memory. Operations on MLX arrays can be performed on any of the supported
device types without performing data copies. Currently supported device types
@@ -646,6 +684,7 @@ are the CPU and GPU.</p>
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+703
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@@ -0,0 +1,703 @@
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<h1>Indexing Arrays</h1>
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<span id="indexing"></span><h1>Indexing Arrays<a class="headerlink" href="#indexing-arrays" title="Permalink to this heading">#</a></h1>
<p>For the most part, indexing an MLX <a class="reference internal" href="python/_autosummary/mlx.core.array.html#mlx.core.array" title="mlx.core.array"><code class="xref py py-obj docutils literal notranslate"><span class="pre">array</span></code></a> works the same as indexing a
NumPy <a class="reference external" href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="(in NumPy v1.26)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">numpy.ndarray</span></code></a>. See the <a class="reference external" href="https://numpy.org/doc/stable/user/basics.indexing.html">NumPy documentation</a> for more details on
how that works</p>
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<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.take_along_axis.html">mlx.core.take_along_axis</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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<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.fft.irfftn.html">mlx.core.fft.irfftn</a></li>
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<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
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<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
@@ -387,7 +422,7 @@
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary_functions/mlx.nn.mish.html">mlx.nn.mish</a></li>
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<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary_functions/mlx.nn.losses.nll_loss.html">mlx.nn.losses.nll_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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<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary_functions/mlx.nn.losses.log_cosh_loss.html">mlx.nn.losses.log_cosh_loss</a></li>
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<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.optimizers.Lion.html">mlx.optimizers.Lion</a></li>
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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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<title>mlx.core.Device &#8212; MLX 0.0.6 documentation</title>
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@@ -278,12 +278,14 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.quantize.html">mlx.core.quantize</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.quantized_matmul.html">mlx.core.quantized_matmul</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.repeat.html">mlx.core.repeat</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.reshape.html">mlx.core.reshape</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.round.html">mlx.core.round</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.rsqrt.html">mlx.core.rsqrt</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.save.html">mlx.core.save</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.savez.html">mlx.core.savez</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.sigmoid.html">mlx.core.sigmoid</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.take_along_axis.html">mlx.core.take_along_axis</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tan.html">mlx.core.tan</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tanh.html">mlx.core.tanh</a></li>
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<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>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu.html">mlx.nn.gelu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.mish.html">mlx.nn.mish</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../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="../nn/_autosummary_functions/mlx.nn.losses.cross_entropy.html">mlx.nn.losses.cross_entropy</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.kl_div_loss.html">mlx.nn.losses.kl_div_loss</a></li>
@@ -396,11 +431,14 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.nll_loss.html">mlx.nn.losses.nll_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.smooth_l1_loss.html">mlx.nn.losses.smooth_l1_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.triplet_loss.html">mlx.nn.losses.triplet_loss</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.huber_loss.html">mlx.nn.losses.huber_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.log_cosh_loss.html">mlx.nn.losses.log_cosh_loss</a></li>
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+52 -14
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@@ -278,12 +278,14 @@
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Conv1d.html">mlx.nn.Conv1d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Conv2d.html">mlx.nn.Conv2d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
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<li class="toctree-l2 has-children"><a class="reference internal" href="../nn/functions.html">Functions</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-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu.html">mlx.nn.gelu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.mish.html">mlx.nn.mish</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../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="../nn/_autosummary_functions/mlx.nn.losses.cross_entropy.html">mlx.nn.losses.cross_entropy</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.kl_div_loss.html">mlx.nn.losses.kl_div_loss</a></li>
@@ -396,11 +431,14 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.nll_loss.html">mlx.nn.losses.nll_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.smooth_l1_loss.html">mlx.nn.losses.smooth_l1_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.triplet_loss.html">mlx.nn.losses.triplet_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.hinge_loss.html">mlx.nn.losses.hinge_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.huber_loss.html">mlx.nn.losses.huber_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.log_cosh_loss.html">mlx.nn.losses.log_cosh_loss</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.Lion.html">mlx.optimizers.Lion</a></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-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-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
+52 -14
View File
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@@ -278,12 +278,14 @@
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.savez_compressed.html">mlx.core.savez_compressed</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.save_safetensors.html">mlx.core.save_safetensors</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.sigmoid.html">mlx.core.sigmoid</a></li>
<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>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.take_along_axis.html">mlx.core.take_along_axis</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tan.html">mlx.core.tan</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.tensordot.html">mlx.core.tensordot</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.fft.irfftn.html">mlx.core.fft.irfftn</a></li>
</ul>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Module.unfreeze.html">mlx.nn.Module.unfreeze</a></li>
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<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 class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.PReLU.html">mlx.nn.PReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Conv1d.html">mlx.nn.Conv1d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Conv2d.html">mlx.nn.Conv2d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.BatchNorm.html">mlx.nn.BatchNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu.html">mlx.nn.gelu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
@@ -387,7 +422,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.mish.html">mlx.nn.mish</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../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="../nn/_autosummary_functions/mlx.nn.losses.cross_entropy.html">mlx.nn.losses.cross_entropy</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.kl_div_loss.html">mlx.nn.losses.kl_div_loss</a></li>
@@ -396,11 +431,14 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.nll_loss.html">mlx.nn.losses.nll_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.smooth_l1_loss.html">mlx.nn.losses.smooth_l1_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.triplet_loss.html">mlx.nn.losses.triplet_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.hinge_loss.html">mlx.nn.losses.hinge_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.huber_loss.html">mlx.nn.losses.huber_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.log_cosh_loss.html">mlx.nn.losses.log_cosh_loss</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.SGD.html">mlx.optimizers.SGD</a></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-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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+52 -14
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@@ -278,12 +278,14 @@
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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.take_along_axis.html">mlx.core.take_along_axis</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tan.html">mlx.core.tan</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
@@ -351,11 +354,35 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.fft.irfftn.html">mlx.core.fft.irfftn</a></li>
</ul>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Module.unfreeze.html">mlx.nn.Module.unfreeze</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Module.update.html">mlx.nn.Module.update</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.PReLU.html">mlx.nn.PReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
@@ -363,19 +390,27 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Mish.html">mlx.nn.Mish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Conv1d.html">mlx.nn.Conv1d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Conv2d.html">mlx.nn.Conv2d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.BatchNorm.html">mlx.nn.BatchNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout.html">mlx.nn.Dropout</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ALiBi.html">mlx.nn.ALiBi</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu.html">mlx.nn.gelu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
@@ -387,7 +422,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.mish.html">mlx.nn.mish</a></li>
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+52 -14
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
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@@ -387,7 +422,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.mish.html">mlx.nn.mish</a></li>
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@@ -396,11 +431,14 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.nll_loss.html">mlx.nn.losses.nll_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.smooth_l1_loss.html">mlx.nn.losses.smooth_l1_loss</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.log_cosh_loss.html">mlx.nn.losses.log_cosh_loss</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.SGD.html">mlx.optimizers.SGD</a></li>
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<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
<title>mlx.core.all &#8212; MLX 0.0.6 documentation</title>
<title>mlx.core.all &#8212; MLX 0.0.7 documentation</title>
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@@ -303,6 +305,7 @@
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@@ -351,11 +354,35 @@
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@@ -387,7 +422,7 @@
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@@ -396,11 +431,14 @@
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+52 -14
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@@ -278,12 +278,14 @@
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.take_along_axis.html">mlx.core.take_along_axis</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu.html">mlx.nn.gelu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.mish.html">mlx.nn.mish</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../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="../nn/_autosummary_functions/mlx.nn.losses.cross_entropy.html">mlx.nn.losses.cross_entropy</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.kl_div_loss.html">mlx.nn.losses.kl_div_loss</a></li>
@@ -396,11 +431,14 @@
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.smooth_l1_loss.html">mlx.nn.losses.smooth_l1_loss</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.huber_loss.html">mlx.nn.losses.huber_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.log_cosh_loss.html">mlx.nn.losses.log_cosh_loss</a></li>
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+52 -14
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<title>mlx.core.any &#8212; MLX 0.0.7 documentation</title>
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<script>document.write(`<img src="../../_static/mlx_logo.png" class="logo__image only-dark" alt="MLX 0.0.7 documentation - Home"/>`);</script>
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@@ -278,12 +278,14 @@
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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.take_along_axis.html">mlx.core.take_along_axis</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.fft.irfftn.html">mlx.core.fft.irfftn</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Conv1d.html">mlx.nn.Conv1d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Conv2d.html">mlx.nn.Conv2d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ALiBi.html">mlx.nn.ALiBi</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
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<li class="toctree-l2 has-children"><a class="reference internal" href="../nn/functions.html">Functions</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-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu.html">mlx.nn.gelu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
@@ -387,7 +422,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.mish.html">mlx.nn.mish</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../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="../nn/_autosummary_functions/mlx.nn.losses.cross_entropy.html">mlx.nn.losses.cross_entropy</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.kl_div_loss.html">mlx.nn.losses.kl_div_loss</a></li>
@@ -396,11 +431,14 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.nll_loss.html">mlx.nn.losses.nll_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.smooth_l1_loss.html">mlx.nn.losses.smooth_l1_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.triplet_loss.html">mlx.nn.losses.triplet_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.hinge_loss.html">mlx.nn.losses.hinge_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.huber_loss.html">mlx.nn.losses.huber_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.log_cosh_loss.html">mlx.nn.losses.log_cosh_loss</a></li>
</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-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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+52 -14
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@@ -278,12 +278,14 @@
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.round.html">mlx.core.round</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.savez_compressed.html">mlx.core.savez_compressed</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.save_safetensors.html">mlx.core.save_safetensors</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.sigmoid.html">mlx.core.sigmoid</a></li>
<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>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.take_along_axis.html">mlx.core.take_along_axis</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tan.html">mlx.core.tan</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tanh.html">mlx.core.tanh</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tensordot.html">mlx.core.tensordot</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.transpose.html">mlx.core.transpose</a></li>
<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>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.fft.irfftn.html">mlx.core.fft.irfftn</a></li>
</ul>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Module.unfreeze.html">mlx.nn.Module.unfreeze</a></li>
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<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 class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.PReLU.html">mlx.nn.PReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Conv1d.html">mlx.nn.Conv1d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Conv2d.html">mlx.nn.Conv2d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
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<li class="toctree-l2 has-children"><a class="reference internal" href="../nn/functions.html">Functions</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-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu.html">mlx.nn.gelu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
@@ -387,7 +422,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.mish.html">mlx.nn.mish</a></li>
</ul>
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<li class="toctree-l3"><a class="reference internal" href="../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="../nn/_autosummary_functions/mlx.nn.losses.cross_entropy.html">mlx.nn.losses.cross_entropy</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.kl_div_loss.html">mlx.nn.losses.kl_div_loss</a></li>
@@ -396,11 +431,14 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.nll_loss.html">mlx.nn.losses.nll_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.smooth_l1_loss.html">mlx.nn.losses.smooth_l1_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.triplet_loss.html">mlx.nn.losses.triplet_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.hinge_loss.html">mlx.nn.losses.hinge_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.huber_loss.html">mlx.nn.losses.huber_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.log_cosh_loss.html">mlx.nn.losses.log_cosh_loss</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.Optimizer.html">mlx.optimizers.Optimizer</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.SGD.html">mlx.optimizers.SGD</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.Lion.html">mlx.optimizers.Lion</a></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-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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+52 -14
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.savez_compressed.html">mlx.core.savez_compressed</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.save_safetensors.html">mlx.core.save_safetensors</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.sigmoid.html">mlx.core.sigmoid</a></li>
<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>
@@ -303,6 +305,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.take_along_axis.html">mlx.core.take_along_axis</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tan.html">mlx.core.tan</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
@@ -351,11 +354,35 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.fft.irfftn.html">mlx.core.fft.irfftn</a></li>
</ul>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Module.load_weights.html">mlx.nn.Module.load_weights</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Module.trainable_parameters.html">mlx.nn.Module.trainable_parameters</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Module.unfreeze.html">mlx.nn.Module.unfreeze</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Module.update.html">mlx.nn.Module.update</a></li>
<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 class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.PReLU.html">mlx.nn.PReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
@@ -363,19 +390,27 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Mish.html">mlx.nn.Mish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Conv1d.html">mlx.nn.Conv1d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Conv2d.html">mlx.nn.Conv2d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.BatchNorm.html">mlx.nn.BatchNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout.html">mlx.nn.Dropout</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout2d.html">mlx.nn.Dropout2d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ALiBi.html">mlx.nn.ALiBi</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu.html">mlx.nn.gelu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
@@ -387,7 +422,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.mish.html">mlx.nn.mish</a></li>
</ul>
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<li class="toctree-l3"><a class="reference internal" href="../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="../nn/_autosummary_functions/mlx.nn.losses.cross_entropy.html">mlx.nn.losses.cross_entropy</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.kl_div_loss.html">mlx.nn.losses.kl_div_loss</a></li>
@@ -396,11 +431,14 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.nll_loss.html">mlx.nn.losses.nll_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.smooth_l1_loss.html">mlx.nn.losses.smooth_l1_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.triplet_loss.html">mlx.nn.losses.triplet_loss</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.huber_loss.html">mlx.nn.losses.huber_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.log_cosh_loss.html">mlx.nn.losses.log_cosh_loss</a></li>
</ul>
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+52 -14
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
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@@ -387,7 +422,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.mish.html">mlx.nn.mish</a></li>
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@@ -396,11 +431,14 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.nll_loss.html">mlx.nn.losses.nll_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.smooth_l1_loss.html">mlx.nn.losses.smooth_l1_loss</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.log_cosh_loss.html">mlx.nn.losses.log_cosh_loss</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.SGD.html">mlx.optimizers.SGD</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.Lion.html">mlx.optimizers.Lion</a></li>
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+52 -14
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@@ -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/" />
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<title>mlx.core.arcsin &#8212; MLX 0.0.7 documentation</title>
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@@ -278,12 +278,14 @@
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@@ -351,11 +354,35 @@
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@@ -387,7 +422,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.mish.html">mlx.nn.mish</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../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="../nn/_autosummary_functions/mlx.nn.losses.cross_entropy.html">mlx.nn.losses.cross_entropy</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.kl_div_loss.html">mlx.nn.losses.kl_div_loss</a></li>
@@ -396,11 +431,14 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.nll_loss.html">mlx.nn.losses.nll_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.smooth_l1_loss.html">mlx.nn.losses.smooth_l1_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.triplet_loss.html">mlx.nn.losses.triplet_loss</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.huber_loss.html">mlx.nn.losses.huber_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.log_cosh_loss.html">mlx.nn.losses.log_cosh_loss</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.SGD.html">mlx.optimizers.SGD</a></li>
@@ -413,7 +451,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.Lion.html">mlx.optimizers.Lion</a></li>
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+52 -14
View File
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@@ -278,12 +278,14 @@
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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.take_along_axis.html">mlx.core.take_along_axis</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu.html">mlx.nn.gelu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.mish.html">mlx.nn.mish</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../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="../nn/_autosummary_functions/mlx.nn.losses.cross_entropy.html">mlx.nn.losses.cross_entropy</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.kl_div_loss.html">mlx.nn.losses.kl_div_loss</a></li>
@@ -396,11 +431,14 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.nll_loss.html">mlx.nn.losses.nll_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.smooth_l1_loss.html">mlx.nn.losses.smooth_l1_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.triplet_loss.html">mlx.nn.losses.triplet_loss</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.huber_loss.html">mlx.nn.losses.huber_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.log_cosh_loss.html">mlx.nn.losses.log_cosh_loss</a></li>
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+52 -14
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@@ -278,12 +278,14 @@
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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.take_along_axis.html">mlx.core.take_along_axis</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tan.html">mlx.core.tan</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.fft.irfftn.html">mlx.core.fft.irfftn</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Conv1d.html">mlx.nn.Conv1d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.BatchNorm.html">mlx.nn.BatchNorm</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ALiBi.html">mlx.nn.ALiBi</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu.html">mlx.nn.gelu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.mish.html">mlx.nn.mish</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../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="../nn/_autosummary_functions/mlx.nn.losses.cross_entropy.html">mlx.nn.losses.cross_entropy</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.kl_div_loss.html">mlx.nn.losses.kl_div_loss</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.nll_loss.html">mlx.nn.losses.nll_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.smooth_l1_loss.html">mlx.nn.losses.smooth_l1_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.triplet_loss.html">mlx.nn.losses.triplet_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.hinge_loss.html">mlx.nn.losses.hinge_loss</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.log_cosh_loss.html">mlx.nn.losses.log_cosh_loss</a></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-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-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</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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+52 -14
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.reshape.html">mlx.core.reshape</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.round.html">mlx.core.round</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.rsqrt.html">mlx.core.rsqrt</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.save.html">mlx.core.save</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.savez.html">mlx.core.savez</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.savez_compressed.html">mlx.core.savez_compressed</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.save_safetensors.html">mlx.core.save_safetensors</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.sigmoid.html">mlx.core.sigmoid</a></li>
<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>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.take_along_axis.html">mlx.core.take_along_axis</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tan.html">mlx.core.tan</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tanh.html">mlx.core.tanh</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tensordot.html">mlx.core.tensordot</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.transpose.html">mlx.core.transpose</a></li>
<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>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.fft.irfftn.html">mlx.core.fft.irfftn</a></li>
</ul>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Module.unfreeze.html">mlx.nn.Module.unfreeze</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu.html">mlx.nn.gelu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
@@ -387,7 +422,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.mish.html">mlx.nn.mish</a></li>
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@@ -396,11 +431,14 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.nll_loss.html">mlx.nn.losses.nll_loss</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.triplet_loss.html">mlx.nn.losses.triplet_loss</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.huber_loss.html">mlx.nn.losses.huber_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.log_cosh_loss.html">mlx.nn.losses.log_cosh_loss</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.SGD.html">mlx.optimizers.SGD</a></li>
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+53 -15
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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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@@ -351,11 +354,35 @@
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
@@ -363,19 +390,27 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
@@ -387,7 +422,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.mish.html">mlx.nn.mish</a></li>
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@@ -396,11 +431,14 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.nll_loss.html">mlx.nn.losses.nll_loss</a></li>
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@@ -413,7 +451,7 @@
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@@ -609,7 +647,7 @@ singleton dimensions, defaults to <cite>False</cite>.</p></li>
</ul>
</dd>
<dt class="field-even">Returns<span class="colon">:</span></dt>
<dd class="field-even"><p>The output array with the indices of the minimum values.</p>
<dd class="field-even"><p>The output array with the indices of the maximum values.</p>
</dd>
<dt class="field-odd">Return type<span class="colon">:</span></dt>
<dd class="field-odd"><p><a class="reference internal" href="mlx.core.array.html#mlx.core.array" title="mlx.core.array"><em>array</em></a></p>
+52 -14
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@@ -351,11 +354,35 @@
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@@ -363,19 +390,27 @@
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@@ -387,7 +422,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.mish.html">mlx.nn.mish</a></li>
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@@ -396,11 +431,14 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.nll_loss.html">mlx.nn.losses.nll_loss</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.SGD.html">mlx.optimizers.SGD</a></li>
@@ -413,7 +451,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.Lion.html">mlx.optimizers.Lion</a></li>
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@@ -9,7 +9,7 @@
<meta charset="utf-8" />
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@@ -278,12 +278,14 @@
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@@ -303,6 +305,7 @@
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@@ -351,11 +354,35 @@
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@@ -363,19 +390,27 @@
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@@ -387,7 +422,7 @@
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@@ -396,11 +431,14 @@
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<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.SGD.html">mlx.optimizers.SGD</a></li>
@@ -413,7 +451,7 @@
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
@@ -609,7 +647,7 @@ give the sorted position. All indices before the <code class="docutils literal n
will be of elements less or equal to the element at the <code class="docutils literal notranslate"><span class="pre">kth</span></code>
index and all indices after will be of elements greater or equal
to the element at the <code class="docutils literal notranslate"><span class="pre">kth</span></code> index.</p></li>
<li><p><strong>axis</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.12)"><em>int</em></a><em> or </em><em>None</em><em>, </em><em>optional</em>) Optional axis to partiton over.
<li><p><strong>axis</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.12)"><em>int</em></a><em> or </em><em>None</em><em>, </em><em>optional</em>) Optional axis to partition over.
If <code class="docutils literal notranslate"><span class="pre">None</span></code>, this partitions over the flattened array.
If unspecified, it defaults to <code class="docutils literal notranslate"><span class="pre">-1</span></code>.</p></li>
</ul>
+52 -14
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@@ -9,7 +9,7 @@
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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/" />
<title>mlx.core.argsort &#8212; MLX 0.0.6 documentation</title>
<title>mlx.core.argsort &#8212; MLX 0.0.7 documentation</title>
@@ -134,8 +134,8 @@
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@@ -278,12 +278,14 @@
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@@ -303,6 +305,7 @@
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@@ -351,11 +354,35 @@
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+52 -14
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu.html">mlx.nn.gelu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.mish.html">mlx.nn.mish</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../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="../nn/_autosummary_functions/mlx.nn.losses.cross_entropy.html">mlx.nn.losses.cross_entropy</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.nll_loss.html">mlx.nn.losses.nll_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.smooth_l1_loss.html">mlx.nn.losses.smooth_l1_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.triplet_loss.html">mlx.nn.losses.triplet_loss</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.huber_loss.html">mlx.nn.losses.huber_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.log_cosh_loss.html">mlx.nn.losses.log_cosh_loss</a></li>
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+52 -14
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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.take_along_axis.html">mlx.core.take_along_axis</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tan.html">mlx.core.tan</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.fft.irfftn.html">mlx.core.fft.irfftn</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu.html">mlx.nn.gelu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.mish.html">mlx.nn.mish</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.nll_loss.html">mlx.nn.losses.nll_loss</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.log_cosh_loss.html">mlx.nn.losses.log_cosh_loss</a></li>
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+52 -14
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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.take_along_axis.html">mlx.core.take_along_axis</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
@@ -351,11 +354,35 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.fft.irfftn.html">mlx.core.fft.irfftn</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
@@ -363,19 +390,27 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu.html">mlx.nn.gelu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
@@ -387,7 +422,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.mish.html">mlx.nn.mish</a></li>
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+52 -14
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
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@@ -351,11 +354,35 @@
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.nll_loss.html">mlx.nn.losses.nll_loss</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.Lion.html">mlx.optimizers.Lion</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Conv2d.html">mlx.nn.Conv2d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu.html">mlx.nn.gelu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.mish.html">mlx.nn.mish</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../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="../nn/_autosummary_functions/mlx.nn.losses.cross_entropy.html">mlx.nn.losses.cross_entropy</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.nll_loss.html">mlx.nn.losses.nll_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.smooth_l1_loss.html">mlx.nn.losses.smooth_l1_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.triplet_loss.html">mlx.nn.losses.triplet_loss</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.huber_loss.html">mlx.nn.losses.huber_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.log_cosh_loss.html">mlx.nn.losses.log_cosh_loss</a></li>
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+52 -14
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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.take_along_axis.html">mlx.core.take_along_axis</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tan.html">mlx.core.tan</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.fft.irfftn.html">mlx.core.fft.irfftn</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu.html">mlx.nn.gelu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.mish.html">mlx.nn.mish</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.smooth_l1_loss.html">mlx.nn.losses.smooth_l1_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.triplet_loss.html">mlx.nn.losses.triplet_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.hinge_loss.html">mlx.nn.losses.hinge_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.huber_loss.html">mlx.nn.losses.huber_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.log_cosh_loss.html">mlx.nn.losses.log_cosh_loss</a></li>
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+52 -14
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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.take_along_axis.html">mlx.core.take_along_axis</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.fft.irfftn.html">mlx.core.fft.irfftn</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Module.unfreeze.html">mlx.nn.Module.unfreeze</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
@@ -363,19 +390,27 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu.html">mlx.nn.gelu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
@@ -387,7 +422,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.mish.html">mlx.nn.mish</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.binary_cross_entropy.html">mlx.nn.losses.binary_cross_entropy</a></li>
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@@ -396,11 +431,14 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.nll_loss.html">mlx.nn.losses.nll_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.smooth_l1_loss.html">mlx.nn.losses.smooth_l1_loss</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.log_cosh_loss.html">mlx.nn.losses.log_cosh_loss</a></li>
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@@ -351,11 +354,35 @@
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@@ -387,7 +422,7 @@
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@@ -396,11 +431,14 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.nll_loss.html">mlx.nn.losses.nll_loss</a></li>
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@@ -734,6 +772,12 @@ document.write(`
<tr class="row-even"><td><p><a class="reference internal" href="mlx.core.array.dtype.html#mlx.core.array.dtype" title="mlx.core.array.dtype"><code class="xref py py-obj docutils literal notranslate"><span class="pre">dtype</span></code></a></p></td>
<td><p>The array's <a class="reference internal" href="mlx.core.Dtype.html#mlx.core.Dtype" title="mlx.core.Dtype"><code class="xref py py-class docutils literal notranslate"><span class="pre">Dtype</span></code></a>.</p></td>
</tr>
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">itemsize</span></code></p></td>
<td><p>The size of the array's datatype in bytes.</p></td>
</tr>
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">nbytes</span></code></p></td>
<td><p>The number of bytes in the array.</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="mlx.core.array.ndim.html#mlx.core.array.ndim" title="mlx.core.array.ndim"><code class="xref py py-obj docutils literal notranslate"><span class="pre">ndim</span></code></a></p></td>
<td><p>The array's dimension.</p></td>
</tr>
@@ -741,7 +785,7 @@ document.write(`
<td><p>The shape of the array as a Python list.</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="mlx.core.array.size.html#mlx.core.array.size" title="mlx.core.array.size"><code class="xref py py-obj docutils literal notranslate"><span class="pre">size</span></code></a></p></td>
<td><p>Number of elments in the array.</p></td>
<td><p>Number of elements in the array.</p></td>
</tr>
</tbody>
</table>
+52 -14
View File
@@ -9,7 +9,7 @@
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
<title>mlx.core.array.item &#8212; MLX 0.0.6 documentation</title>
<title>mlx.core.array.item &#8212; MLX 0.0.7 documentation</title>
@@ -134,8 +134,8 @@
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@@ -278,12 +278,14 @@
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@@ -351,11 +354,35 @@
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.log_cosh_loss.html">mlx.nn.losses.log_cosh_loss</a></li>
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+52 -14
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu.html">mlx.nn.gelu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.mish.html">mlx.nn.mish</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../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="../nn/_autosummary_functions/mlx.nn.losses.cross_entropy.html">mlx.nn.losses.cross_entropy</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.smooth_l1_loss.html">mlx.nn.losses.smooth_l1_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.triplet_loss.html">mlx.nn.losses.triplet_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.hinge_loss.html">mlx.nn.losses.hinge_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.huber_loss.html">mlx.nn.losses.huber_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.log_cosh_loss.html">mlx.nn.losses.log_cosh_loss</a></li>
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+52 -14
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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.take_along_axis.html">mlx.core.take_along_axis</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tan.html">mlx.core.tan</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.fft.irfftn.html">mlx.core.fft.irfftn</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
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@@ -387,7 +422,7 @@
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+52 -14
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
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<meta charset="utf-8" />
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@@ -351,11 +354,35 @@
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@@ -396,11 +431,14 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.nll_loss.html">mlx.nn.losses.nll_loss</a></li>
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+52 -14
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.take_along_axis.html">mlx.core.take_along_axis</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Conv1d.html">mlx.nn.Conv1d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu.html">mlx.nn.gelu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.mish.html">mlx.nn.mish</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../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="../nn/_autosummary_functions/mlx.nn.losses.cross_entropy.html">mlx.nn.losses.cross_entropy</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.nll_loss.html">mlx.nn.losses.nll_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.smooth_l1_loss.html">mlx.nn.losses.smooth_l1_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.triplet_loss.html">mlx.nn.losses.triplet_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.hinge_loss.html">mlx.nn.losses.hinge_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.huber_loss.html">mlx.nn.losses.huber_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.log_cosh_loss.html">mlx.nn.losses.log_cosh_loss</a></li>
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+52 -14
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.savez_compressed.html">mlx.core.savez_compressed</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.save_safetensors.html">mlx.core.save_safetensors</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.sigmoid.html">mlx.core.sigmoid</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.take_along_axis.html">mlx.core.take_along_axis</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tan.html">mlx.core.tan</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.tensordot.html">mlx.core.tensordot</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.fft.irfftn.html">mlx.core.fft.irfftn</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.mish.html">mlx.nn.mish</a></li>
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@@ -396,11 +431,14 @@
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<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.Lion.html">mlx.optimizers.Lion</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
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@@ -387,7 +422,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.mish.html">mlx.nn.mish</a></li>
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@@ -396,11 +431,14 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.nll_loss.html">mlx.nn.losses.nll_loss</a></li>
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+52 -14
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@@ -351,11 +354,35 @@
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.nll_loss.html">mlx.nn.losses.nll_loss</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.log_cosh_loss.html">mlx.nn.losses.log_cosh_loss</a></li>
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+52 -14
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.mish.html">mlx.nn.mish</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.log_cosh_loss.html">mlx.nn.losses.log_cosh_loss</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu.html">mlx.nn.gelu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.binary_cross_entropy.html">mlx.nn.losses.binary_cross_entropy</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.triplet_loss.html">mlx.nn.losses.triplet_loss</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.losses.log_cosh_loss.html">mlx.nn.losses.log_cosh_loss</a></li>
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+52 -14
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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.take_along_axis.html">mlx.core.take_along_axis</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tan.html">mlx.core.tan</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.fft.irfftn.html">mlx.core.fft.irfftn</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.mish.html">mlx.nn.mish</a></li>
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