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mlx/docs/src/python/nn/module.rst
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Awni Hannun 1b97b2958b Compile with capture (#629)
* Simple kernel generation

* Remove the generate kernel from graph_utils

* fix multi-output with compile

* fuse with stopgrad

* v1 input, output capture in compile

* cleanup tree update with visitor update

* nit

* remove todo

* state for model, optional explicit init and more pure optimizer steps

* move learning rate to state

* add lr to opt state, some fixes in capture

* fix optim

* update tuple of containers as well

* fix stream for compiled output

* rng state for compile

* nit

* updates and comments

---------

Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
2024-02-07 17:29:22 -08:00

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ReStructuredText

Module
======
.. currentmodule:: mlx.nn
.. autoclass:: Module
.. rubric:: Attributes
.. autosummary::
:toctree: _autosummary
Module.training
Module.state
.. 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