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Vendored
+1
-1
@@ -1,4 +1,4 @@
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# Sphinx build info version 1
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# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
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config: 78e86a9caf7acb193f064f97ea2f4572
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config: 38bd5d82efdab9011af8239531f26d1f
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tags: 645f666f9bcd5a90fca523b33c5a78b7
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+16
-16
@@ -15,7 +15,7 @@ Introducing the Example
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-----------------------
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Let's say that you would like an operation that takes in two arrays,
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``x`` and ``y``, scales them both by some coefficents ``alpha`` and ``beta``
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``x`` and ``y``, scales them both by some coefficients ``alpha`` and ``beta``
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respectively, and then adds them together to get the result
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``z = alpha * x + beta * y``. Well, you can very easily do that by just
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writing out a function as follows:
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@@ -69,7 +69,7 @@ C++ API:
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.. code-block:: C++
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/**
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* Scale and sum two vectors elementwise
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* Scale and sum two vectors element-wise
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* z = alpha * x + beta * y
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*
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* Follow numpy style broadcasting between x and y
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@@ -230,7 +230,7 @@ Let's re-implement our operation now in terms of our :class:`Axpby` primitive.
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This operation now handles the following:
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#. Upcast inputs and resolve the the output data type.
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#. Upcast inputs and resolve the output data type.
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#. Broadcast the inputs and resolve the output shape.
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#. Construct the primitive :class:`Axpby` using the given stream, ``alpha``, and ``beta``.
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#. Construct the output :class:`array` using the primitive and the inputs.
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@@ -284,14 +284,14 @@ pointwise. This is captured in the templated function :meth:`axpby_impl`.
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T alpha = static_cast<T>(alpha_);
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T beta = static_cast<T>(beta_);
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// Do the elementwise operation for each output
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// Do the element-wise operation for each output
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for (size_t out_idx = 0; out_idx < out.size(); out_idx++) {
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// Map linear indices to offsets in x and y
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auto x_offset = elem_to_loc(out_idx, x.shape(), x.strides());
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auto y_offset = elem_to_loc(out_idx, y.shape(), y.strides());
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// We allocate the output to be contiguous and regularly strided
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// (defaults to row major) and hence it doesn't need additonal mapping
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// (defaults to row major) and hence it doesn't need additional mapping
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out_ptr[out_idx] = alpha * x_ptr[x_offset] + beta * y_ptr[y_offset];
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}
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}
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@@ -305,7 +305,7 @@ if we encounter an unexpected type.
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/** Fall back implementation for evaluation on CPU */
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void Axpby::eval(const std::vector<array>& inputs, array& out) {
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// Check the inputs (registered in the op while contructing the out array)
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// Check the inputs (registered in the op while constructing the out array)
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assert(inputs.size() == 2);
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auto& x = inputs[0];
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auto& y = inputs[1];
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@@ -485,7 +485,7 @@ each data type.
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instantiate_axpby(float32, float);
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instantiate_axpby(float16, half);
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instantiate_axpby(bflot16, bfloat16_t);
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instantiate_axpby(bfloat16, bfloat16_t);
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instantiate_axpby(complex64, complex64_t);
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This kernel will be compiled into a metal library ``mlx_ext.metallib`` as we
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@@ -537,7 +537,7 @@ below.
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compute_encoder->setComputePipelineState(kernel);
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// Kernel parameters are registered with buffer indices corresponding to
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// those in the kernel decelaration at axpby.metal
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// those in the kernel declaration at axpby.metal
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int ndim = out.ndim();
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size_t nelem = out.size();
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@@ -568,7 +568,7 @@ below.
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// Fix the 3D size of the launch grid (in terms of threads)
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MTL::Size grid_dims = MTL::Size(nelem, 1, 1);
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// Launch the grid with the given number of threads divded among
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// Launch the grid with the given number of threads divided among
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// the given threadgroups
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compute_encoder->dispatchThreads(grid_dims, group_dims);
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}
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@@ -581,7 +581,7 @@ to give us the active metal compute command encoder instead of building a
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new one and calling :meth:`compute_encoder->end_encoding` at the end.
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MLX keeps adding kernels (compute pipelines) to the active command encoder
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until some specified limit is hit or the compute encoder needs to be flushed
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for synchronization. MLX also handles enqueuing and commiting the associated
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for synchronization. MLX also handles enqueuing and committing the associated
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command buffers as needed. We suggest taking a deeper dive into
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:class:`metal::Device` if you would like to study this routine further.
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@@ -601,8 +601,8 @@ us the following :meth:`Axpby::jvp` and :meth:`Axpby::vjp` implementations.
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const std::vector<array>& tangents,
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const std::vector<int>& argnums) {
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// Forward mode diff that pushes along the tangents
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// The jvp transform on the the primitive can built with ops
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// that are scheduled on the same stream as the primtive
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// The jvp transform on the primitive can built with ops
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// that are scheduled on the same stream as the primitive
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// If argnums = {0}, we only push along x in which case the
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// jvp is just the tangent scaled by alpha
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@@ -642,7 +642,7 @@ own :class:`Primitive`.
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.. code-block:: C++
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/** Vectorize primitve along given axis */
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/** Vectorize primitive along given axis */
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std::pair<array, int> Axpby::vmap(
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const std::vector<array>& inputs,
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const std::vector<int>& axes) {
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@@ -666,7 +666,7 @@ Let's look at the overall directory structure first.
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| └── setup.py
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* ``extensions/axpby/`` defines the C++ extension library
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* ``extensions/mlx_sample_extensions`` sets out the strucutre for the
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* ``extensions/mlx_sample_extensions`` sets out the structure for the
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associated python package
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* ``extensions/bindings.cpp`` provides python bindings for our operation
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* ``extensions/CMakeLists.txt`` holds CMake rules to build the library and
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@@ -697,7 +697,7 @@ are already provided, adding our :meth:`axpby` becomes very simple!
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py::kw_only(),
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"stream"_a = py::none(),
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R"pbdoc(
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Scale and sum two vectors elementwise
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Scale and sum two vectors element-wise
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``z = alpha * x + beta * y``
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Follows numpy style broadcasting between ``x`` and ``y``
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@@ -840,7 +840,7 @@ This will result in a directory structure as follows:
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| ...
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When you try to install using the command ``python -m pip install .``
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(in ``extensions/``), the package will be installed with the same strucutre as
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(in ``extensions/``), the package will be installed with the same structure as
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``extensions/mlx_sample_extensions`` and the C++ and metal library will be
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copied along with the python binding since they are specified as ``package_data``.
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Vendored
+2
-1
@@ -19,7 +19,7 @@ The main differences between MLX and NumPy are:
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The design of MLX is inspired by frameworks like `PyTorch
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<https://pytorch.org/>`_, `Jax <https://github.com/google/jax>`_, and
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`ArrayFire <https://arrayfire.org/>`_. A noteable difference from these
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`ArrayFire <https://arrayfire.org/>`_. A notable difference from these
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frameworks and MLX is the *unified memory model*. Arrays in MLX live in shared
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memory. Operations on MLX arrays can be performed on any of the supported
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device types without performing data copies. Currently supported device types
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@@ -57,6 +57,7 @@ are the CPU and GPU.
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python/random
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python/transforms
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python/fft
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python/linalg
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python/nn
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python/optimizers
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python/tree_utils
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+12
@@ -0,0 +1,12 @@
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.. _indexing:
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Indexing Arrays
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===============
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.. currentmodule:: mlx.core
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For the most part, indexing an MLX :obj:`array` works the same as indexing a
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NumPy :obj:`numpy.ndarray`. See the `NumPy documentation
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<https://numpy.org/doc/stable/user/basics.indexing.html>`_ for more details on
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how that works
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@@ -63,6 +63,8 @@
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~array.T
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~array.dtype
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~array.itemsize
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~array.nbytes
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~array.ndim
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~array.shape
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~array.size
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@@ -0,0 +1,6 @@
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mlx.core.linalg.norm
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====================
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.. currentmodule:: mlx.core.linalg
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.. autofunction:: norm
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@@ -0,0 +1,6 @@
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mlx.core.repeat
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===============
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.. currentmodule:: mlx.core
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.. autofunction:: repeat
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@@ -0,0 +1,6 @@
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mlx.core.save\_safetensors
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==========================
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.. currentmodule:: mlx.core
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.. autofunction:: save_safetensors
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@@ -0,0 +1,6 @@
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mlx.core.tensordot
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==================
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.. currentmodule:: mlx.core
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.. autofunction:: tensordot
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+11
@@ -0,0 +1,11 @@
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.. _linalg:
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Linear Algebra
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==============
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.. currentmodule:: mlx.core.linalg
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.. autosummary::
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:toctree: _autosummary
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norm
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+3
-4
@@ -123,7 +123,7 @@ To get more detailed information on the arrays in a :class:`Module` you can use
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all the parameters in a :class:`Module` do:
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.. code-block:: python
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from mlx.utils import tree_map
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shapes = tree_map(lambda p: p.shape, mlp.parameters())
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@@ -131,7 +131,7 @@ As another example, you can count the number of parameters in a :class:`Module`
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with:
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.. code-block:: python
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from mlx.utils import tree_flatten
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num_params = sum(v.size for _, v in tree_flatten(mlp.parameters()))
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@@ -170,14 +170,13 @@ In detail:
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:meth:`mlx.core.value_and_grad`
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.. autosummary::
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:recursive:
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:toctree: _autosummary
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value_and_grad
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Module
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.. toctree::
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nn/module
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nn/layers
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nn/functions
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nn/losses
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@@ -0,0 +1,8 @@
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mlx.nn.ALiBi
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============
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.. currentmodule:: mlx.nn
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.. autoclass:: ALiBi
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@@ -0,0 +1,8 @@
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mlx.nn.BatchNorm
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================
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.. currentmodule:: mlx.nn
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.. autoclass:: BatchNorm
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@@ -0,0 +1,8 @@
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mlx.nn.Dropout
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==============
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.. currentmodule:: mlx.nn
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.. autoclass:: Dropout
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@@ -0,0 +1,8 @@
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mlx.nn.Dropout2d
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================
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.. currentmodule:: mlx.nn
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.. autoclass:: Dropout2d
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@@ -0,0 +1,8 @@
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mlx.nn.Dropout3d
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================
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.. currentmodule:: mlx.nn
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.. autoclass:: Dropout3d
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@@ -0,0 +1,8 @@
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mlx.nn.InstanceNorm
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===================
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.. currentmodule:: mlx.nn
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.. autoclass:: InstanceNorm
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@@ -0,0 +1,6 @@
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mlx.nn.Module.apply
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===================
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.. currentmodule:: mlx.nn
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.. automethod:: Module.apply
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+6
@@ -0,0 +1,6 @@
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mlx.nn.Module.apply\_to\_modules
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================================
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.. currentmodule:: mlx.nn
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.. automethod:: Module.apply_to_modules
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@@ -0,0 +1,6 @@
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mlx.nn.Module.children
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======================
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.. currentmodule:: mlx.nn
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.. automethod:: Module.children
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@@ -0,0 +1,6 @@
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mlx.nn.Module.eval
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==================
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.. currentmodule:: mlx.nn
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.. automethod:: Module.eval
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+6
@@ -0,0 +1,6 @@
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mlx.nn.Module.filter\_and\_map
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==============================
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.. currentmodule:: mlx.nn
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.. automethod:: Module.filter_and_map
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@@ -0,0 +1,6 @@
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mlx.nn.Module.freeze
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====================
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.. currentmodule:: mlx.nn
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.. automethod:: Module.freeze
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+6
@@ -0,0 +1,6 @@
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mlx.nn.Module.leaf\_modules
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===========================
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.. currentmodule:: mlx.nn
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.. automethod:: Module.leaf_modules
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+6
@@ -0,0 +1,6 @@
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mlx.nn.Module.load\_weights
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===========================
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.. currentmodule:: mlx.nn
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.. automethod:: Module.load_weights
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@@ -0,0 +1,6 @@
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mlx.nn.Module.modules
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=====================
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.. currentmodule:: mlx.nn
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.. automethod:: Module.modules
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+6
@@ -0,0 +1,6 @@
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mlx.nn.Module.named\_modules
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============================
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.. currentmodule:: mlx.nn
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.. automethod:: Module.named_modules
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@@ -0,0 +1,6 @@
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mlx.nn.Module.parameters
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========================
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.. currentmodule:: mlx.nn
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.. automethod:: Module.parameters
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+6
@@ -0,0 +1,6 @@
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mlx.nn.Module.save\_weights
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===========================
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.. currentmodule:: mlx.nn
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.. automethod:: Module.save_weights
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@@ -0,0 +1,6 @@
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mlx.nn.Module.train
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===================
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.. currentmodule:: mlx.nn
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.. automethod:: Module.train
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+6
@@ -0,0 +1,6 @@
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mlx.nn.Module.trainable\_parameters
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===================================
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.. currentmodule:: mlx.nn
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.. automethod:: Module.trainable_parameters
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@@ -0,0 +1,6 @@
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mlx.nn.Module.training
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======================
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.. currentmodule:: mlx.nn
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.. autoproperty:: Module.training
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@@ -0,0 +1,6 @@
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mlx.nn.Module.unfreeze
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======================
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.. currentmodule:: mlx.nn
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.. automethod:: Module.unfreeze
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@@ -0,0 +1,6 @@
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mlx.nn.Module.update
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====================
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.. currentmodule:: mlx.nn
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.. automethod:: Module.update
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+6
@@ -0,0 +1,6 @@
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mlx.nn.Module.update\_modules
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=============================
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.. currentmodule:: mlx.nn
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.. automethod:: Module.update_modules
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+8
@@ -0,0 +1,8 @@
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mlx.nn.SinusoidalPositionalEncoding
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===================================
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.. currentmodule:: mlx.nn
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.. autoclass:: SinusoidalPositionalEncoding
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@@ -0,0 +1,8 @@
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mlx.nn.Transformer
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==================
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.. currentmodule:: mlx.nn
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.. autoclass:: Transformer
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+8
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mlx.nn.losses.hinge\_loss
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=========================
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.. currentmodule:: mlx.nn.losses
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.. autoclass:: hinge_loss
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+8
@@ -0,0 +1,8 @@
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mlx.nn.losses.huber\_loss
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=========================
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.. currentmodule:: mlx.nn.losses
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.. autoclass:: huber_loss
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+8
@@ -0,0 +1,8 @@
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mlx.nn.losses.log\_cosh\_loss
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=============================
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.. currentmodule:: mlx.nn.losses
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.. autoclass:: log_cosh_loss
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+12
-4
@@ -9,7 +9,7 @@ Layers
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:toctree: _autosummary
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:template: nn-module-template.rst
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Embedding
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Sequential
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ReLU
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PReLU
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GELU
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@@ -17,13 +17,21 @@ Layers
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Step
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SELU
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Mish
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Embedding
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Linear
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QuantizedLinear
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Conv1d
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Conv2d
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BatchNorm
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LayerNorm
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RMSNorm
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GroupNorm
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RoPE
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InstanceNorm
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Dropout
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Dropout2d
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Dropout3d
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Transformer
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MultiHeadAttention
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Sequential
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QuantizedLinear
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ALiBi
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RoPE
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SinusoidalPositionalEncoding
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+4
-1
@@ -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
@@ -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
@@ -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
@@ -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',
|
||||
|
||||
Vendored
+52
-14
@@ -9,7 +9,7 @@
|
||||
<meta charset="utf-8" />
|
||||
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
|
||||
|
||||
<title>Operations — MLX 0.0.6 documentation</title>
|
||||
<title>Operations — 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>
|
||||
<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>
|
||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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||||
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||||
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||||
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<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
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||||
<title>Developer Documentation — MLX 0.0.6 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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||||
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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>
|
||||
</ul>
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||||
</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>
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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>
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||||
<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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||||
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|
||||
<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>
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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-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>
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||||
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||||
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||||
<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>
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||||
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||||
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||||
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||||
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||||
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||||
<li class="toctree-l3"><a class="reference internal" href="../python/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="../python/nn/_autosummary/mlx.nn.Module.modules.html">mlx.nn.Module.modules</a></li>
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||||
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||||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.parameters.html">mlx.nn.Module.parameters</a></li>
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||||
<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>
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||||
</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>
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||||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
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||||
<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.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>
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||||
@@ -362,19 +389,27 @@
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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/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.Mish.html">mlx.nn.Mish</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.Linear.html">mlx.nn.Linear</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>
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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>
|
||||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.BatchNorm.html">mlx.nn.BatchNorm</a></li>
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||||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
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||||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
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||||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</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>
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||||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
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||||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Dropout.html">mlx.nn.Dropout</a></li>
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||||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Dropout2d.html">mlx.nn.Dropout2d</a></li>
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||||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
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||||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
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||||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.MultiHeadAttention.html">mlx.nn.MultiHeadAttention</a></li>
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||||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</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.ALiBi.html">mlx.nn.ALiBi</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>
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||||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
|
||||
</ul>
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||||
</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-l2 has-children"><a class="reference internal" href="../python/nn/functions.html">Functions</a><input class="toctree-checkbox" id="toctree-checkbox-11" name="toctree-checkbox-11" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-11"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l3"><a class="reference internal" href="../python/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="../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>
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||||
<li class="toctree-l2 has-children"><a class="reference internal" href="../python/nn/losses.html">Loss Functions</a><input class="toctree-checkbox" id="toctree-checkbox-12" name="toctree-checkbox-12" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-12"><i class="fa-solid fa-chevron-down"></i></label><ul>
|
||||
<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>
|
||||
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|
||||
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||||
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||||
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|
||||
<li class="toctree-l1 has-children"><a class="reference internal" href="../python/optimizers.html">Optimizers</a><input class="toctree-checkbox" id="toctree-checkbox-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>
|
||||
@@ -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>
|
||||
<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>
|
||||
@@ -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>Let’s 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"><</span><span class="n">T</span><span class="o">></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"><</span><span class="n">T</span><span class="o">></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"><</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't need additonal mapping</span>
|
||||
<span class="w"> </span><span class="c1">// (defaults to row major) and hence it doesn'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"><</span><span class="n">array</span><span class="o">>&</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">&</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">&</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">&</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">-></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">-></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->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"><</span><span class="n">array</span><span class="o">>&</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"><</span><span class="kt">int</span><span class="o">>&</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"><</span><span class="n">array</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="o">></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"><</span><span class="n">array</span><span class="o">>&</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"><</span><span class="kt">int</span><span class="o">>&</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">"stream"</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">"</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
@@ -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 — MLX 0.0.6 documentation</title>
|
||||
<title>Linear Regression — MLX 0.0.7 documentation</title>
|
||||
|
||||
|
||||
|
||||
@@ -134,8 +134,8 @@
|
||||
|
||||
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||||
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||||
<img src="../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.0.6 documentation - Home"/>
|
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|
||||
<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>
|
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|
||||
|
||||
</a></div>
|
||||
@@ -278,12 +278,14 @@
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||||
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.quantize.html">mlx.core.quantize</a></li>
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|
||||
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|
||||
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|
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|
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|
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|
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|
||||
<li class="toctree-l2"><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>
|
||||
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|
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|
||||
@@ -303,6 +305,7 @@
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.transpose.html">mlx.core.transpose</a></li>
|
||||
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|
||||
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.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>
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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>
|
||||
</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>
|
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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>
|
||||
<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>
|
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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>
|
||||
<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>
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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>
|
||||
</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 @@
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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/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.Mish.html">mlx.nn.Mish</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>
|
||||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</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>
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||||
<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>
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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>
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||||
<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>
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<li class="toctree-l2 has-children"><a class="reference internal" href="../python/nn/functions.html">Functions</a><input class="toctree-checkbox" id="toctree-checkbox-11" name="toctree-checkbox-11" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-11"><i class="fa-solid fa-chevron-down"></i></label><ul>
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||||
<li class="toctree-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>
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||||
<li class="toctree-l2 has-children"><a class="reference internal" href="../python/nn/losses.html">Loss Functions</a><input class="toctree-checkbox" id="toctree-checkbox-12" name="toctree-checkbox-12" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-12"><i class="fa-solid fa-chevron-down"></i></label><ul>
|
||||
<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>
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||||
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||||
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.optimizers.OptimizerState.html">mlx.optimizers.OptimizerState</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>
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||||
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.optimizers.SGD.html">mlx.optimizers.SGD</a></li>
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||||
@@ -413,7 +451,7 @@
|
||||
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|
||||
</ul>
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||||
</li>
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||||
<li class="toctree-l1 has-children"><a class="reference internal" href="../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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|
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||||
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||||
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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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||||
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||||
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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>
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||||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.PReLU.html">mlx.nn.PReLU</a></li>
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@@ -363,19 +390,27 @@
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<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
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||||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Conv1d.html">mlx.nn.Conv1d</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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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</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>
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||||
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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>
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||||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
|
||||
</ul>
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||||
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||||
<li class="toctree-l2 has-children"><a class="reference internal" href="../python/nn/functions.html">Functions</a><input class="toctree-checkbox" id="toctree-checkbox-9" name="toctree-checkbox-9" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-9"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2 has-children"><a class="reference internal" href="../python/nn/functions.html">Functions</a><input class="toctree-checkbox" id="toctree-checkbox-11" name="toctree-checkbox-11" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-11"><i class="fa-solid fa-chevron-down"></i></label><ul>
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||||
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||||
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||||
@@ -387,7 +422,7 @@
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||||
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|
||||
</ul>
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||||
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|
||||
<li class="toctree-l2 has-children"><a class="reference internal" href="../python/nn/losses.html">Loss Functions</a><input class="toctree-checkbox" id="toctree-checkbox-10" name="toctree-checkbox-10" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-10"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<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 @@
|
||||
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|
||||
<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>
|
||||
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||||
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|
||||
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||||
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||||
<li class="toctree-l1 has-children"><a class="reference internal" href="../python/optimizers.html">Optimizers</a><input class="toctree-checkbox" id="toctree-checkbox-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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||||
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@@ -413,7 +451,7 @@
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|
||||
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<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>
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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<li class="toctree-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>
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||||
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||||
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@@ -363,19 +390,27 @@
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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||||
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<li class="toctree-l2 has-children"><a class="reference internal" href="../python/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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||||
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||||
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||||
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||||
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||||
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||||
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||||
<li class="toctree-l2 has-children"><a class="reference internal" href="../python/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>
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<li class="toctree-l2 has-children"><a class="reference internal" href="../python/nn/losses.html">Loss Functions</a><input class="toctree-checkbox" id="toctree-checkbox-12" name="toctree-checkbox-12" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-12"><i class="fa-solid fa-chevron-down"></i></label><ul>
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||||
<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>
|
||||
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|
||||
<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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||||
@@ -396,11 +431,14 @@
|
||||
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|
||||
<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>
|
||||
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||||
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||||
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||||
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<li class="toctree-l1 has-children"><a class="reference internal" href="../python/optimizers.html">Optimizers</a><input class="toctree-checkbox" id="toctree-checkbox-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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||||
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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-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>
|
||||
|
||||
Vendored
+144
-29
@@ -8,7 +8,7 @@
|
||||
<head>
|
||||
<meta charset="utf-8" />
|
||||
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
|
||||
<title>Index — MLX 0.0.6 documentation</title>
|
||||
<title>Index — MLX 0.0.7 documentation</title>
|
||||
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||||
|
||||
|
||||
@@ -131,8 +131,8 @@
|
||||
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||||
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||||
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||||
<img src="_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.0.6 documentation - Home"/>
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||||
<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>
|
||||
|
||||
Vendored
+54
-15
@@ -9,7 +9,7 @@
|
||||
<meta charset="utf-8" />
|
||||
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
|
||||
|
||||
<title>MLX — MLX 0.0.6 documentation</title>
|
||||
<title>MLX — 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>
|
||||
<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>
|
||||
@@ -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>
|
||||
<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>
|
||||
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@@ -395,11 +430,14 @@
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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.utils.tree_map.html">mlx.utils.tree_map</a></li>
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@@ -610,7 +648,7 @@ GPU, …)</p></li>
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</ul>
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</div></blockquote>
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<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
|
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<a class="reference external" href="https://arrayfire.org/">ArrayFire</a>. A notable difference from these
|
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frameworks and MLX is the <em>unified memory model</em>. Arrays in MLX live in shared
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@@ -646,6 +684,7 @@ are the CPU and GPU.</p>
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+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>
|
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<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
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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
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<title>Build and Install — MLX 0.0.7 documentation</title>
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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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|
||||
<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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||||
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||||
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||||
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|
||||
<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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||||
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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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||||
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||||
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|
||||
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||||
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||||
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||||
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||||
<li class="toctree-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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||||
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||||
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||||
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||||
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||||
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|
||||
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||||
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||||
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||||
<li class="toctree-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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||||
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|
||||
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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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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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<title>mlx.core.arange — MLX 0.0.6 documentation</title>
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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<title>mlx.core.arccos — MLX 0.0.6 documentation</title>
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||||
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||||
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||||
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||||
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||||
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||||
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<title>mlx.core.arccosh — MLX 0.0.6 documentation</title>
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||||
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||||
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||||
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||||
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<title>mlx.core.arcsin — MLX 0.0.6 documentation</title>
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||||
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||||
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<title>mlx.core.arcsinh — MLX 0.0.6 documentation</title>
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<title>mlx.core.arctan — MLX 0.0.6 documentation</title>
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<title>mlx.core.arctanh — MLX 0.0.6 documentation</title>
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<title>mlx.core.argmax — MLX 0.0.6 documentation</title>
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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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@@ -363,19 +390,27 @@
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</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-l2 has-children"><a class="reference internal" href="../nn/losses.html">Loss Functions</a><input class="toctree-checkbox" id="toctree-checkbox-12" name="toctree-checkbox-12" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-12"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<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.kl_div_loss.html">mlx.nn.losses.kl_div_loss</a></li>
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||||
@@ -396,11 +431,14 @@
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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.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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||||
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||||
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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-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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@@ -609,7 +647,7 @@ singleton dimensions, defaults to <cite>False</cite>.</p></li>
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</ul>
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</dd>
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<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>
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</dd>
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<dt class="field-odd">Return type<span class="colon">:</span></dt>
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<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>
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@@ -9,7 +9,7 @@
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<meta charset="utf-8" />
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<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
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||||
<title>mlx.core.argmin — MLX 0.0.6 documentation</title>
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<title>mlx.core.argmin — MLX 0.0.7 documentation</title>
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<img src="../../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.0.6 documentation - Home"/>
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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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<li class="toctree-l1 has-children"><a class="reference internal" href="../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>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../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>
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||||
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<li class="toctree-l1 has-children"><a class="reference internal" href="../nn.html">Neural Networks</a><input class="toctree-checkbox" id="toctree-checkbox-8" name="toctree-checkbox-8" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-8"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Module.update.html">mlx.nn.Module.update</a></li>
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||||
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||||
<li class="toctree-l2 has-children"><a class="reference internal" href="../nn/layers.html">Layers</a><input class="toctree-checkbox" id="toctree-checkbox-10" name="toctree-checkbox-10" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-10"><i class="fa-solid fa-chevron-down"></i></label><ul>
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||||
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</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.PReLU.html">mlx.nn.PReLU</a></li>
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||||
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||||
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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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<title>mlx.core.argpartition — MLX 0.0.6 documentation</title>
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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 @@
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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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||||
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||||
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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-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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@@ -609,7 +647,7 @@ give the sorted position. All indices before the <code class="docutils literal n
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index and all indices after will be of elements greater or equal
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to the element at the <code class="docutils literal notranslate"><span class="pre">kth</span></code> index.</p></li>
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<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.
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<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.
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If <code class="docutils literal notranslate"><span class="pre">None</span></code>, this partitions over the flattened array.
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If unspecified, it defaults to <code class="docutils literal notranslate"><span class="pre">-1</span></code>.</p></li>
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<title>mlx.core.argsort — MLX 0.0.6 documentation</title>
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<title>mlx.core.argsort — MLX 0.0.7 documentation</title>
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<img src="../../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.0.6 documentation - Home"/>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../nn.html">Neural Networks</a><input class="toctree-checkbox" id="toctree-checkbox-8" name="toctree-checkbox-8" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-8"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<title>mlx.core.array.abs — MLX 0.0.6 documentation</title>
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||||
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||||
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|
||||
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|
||||
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||||
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|
||||
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||||
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|
||||
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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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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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<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>
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<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>
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<td><p>The number of bytes in the array.</p></td>
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<td><p>The array's dimension.</p></td>
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<td><p>Number of elments in the array.</p></td>
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<title>mlx.core.array.item — MLX 0.0.6 documentation</title>
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<title>mlx.core.array.item — MLX 0.0.7 documentation</title>
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||||
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||||
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||||
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||||
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||||
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||||
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<title>mlx.core.array.log — MLX 0.0.6 documentation</title>
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||||
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||||
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||||
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||||
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||||
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||||
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<title>mlx.core.array.log1p — MLX 0.0.6 documentation</title>
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||||
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||||
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||||
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<title>mlx.core.array.logsumexp — MLX 0.0.6 documentation</title>
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||||
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<title>mlx.core.array.mean — MLX 0.0.6 documentation</title>
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<title>mlx.core.array.min — MLX 0.0.6 documentation</title>
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<title>mlx.core.array.ndim — MLX 0.0.6 documentation</title>
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<title>mlx.core.array.prod — MLX 0.0.6 documentation</title>
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<title>mlx.core.array.reciprocal — MLX 0.0.6 documentation</title>
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<title>mlx.core.array.reshape — MLX 0.0.6 documentation</title>
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<title>mlx.core.array.round — MLX 0.0.6 documentation</title>
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<title>mlx.core.array.rsqrt — MLX 0.0.6 documentation</title>
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@@ -396,11 +431,14 @@
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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.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.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.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.huber_loss.html">mlx.nn.losses.huber_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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</ul>
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</li>
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</ul>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../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-l1 has-children"><a class="reference internal" href="../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>
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<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.OptimizerState.html">mlx.optimizers.OptimizerState</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.Optimizer.html">mlx.optimizers.Optimizer</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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@@ -413,7 +451,7 @@
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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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</ul>
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</li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-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-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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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_flatten.html">mlx.utils.tree_flatten</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
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