rocm_jax/docs/advanced_guide.rst
Roy Frostig 3c223cd253 docs: tidy up titles and headings
This shortens some titles and makes them more consistent. It also
removes "JAX" from several titles ("in JAX", "for JAX", "JAX's",
etc.). Since these are JAX docs, that ought to be clear from context.
2024-08-13 11:53:57 -07:00

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1009 B
ReStructuredText

.. _advanced_guide:
Advanced guides
===============
This section contains examples and tutorials on more advanced topics,
such as multi-core computation, custom operations, and more in-depth
applications.
.. toctree::
:caption: Examples
:maxdepth: 1
notebooks/neural_network_with_tfds_data
notebooks/Neural_Network_and_Data_Loading
notebooks/vmapped_log_probs
.. toctree::
:caption: Parallel computation
:maxdepth: 1
multi_process
notebooks/Distributed_arrays_and_automatic_parallelization
notebooks/shard_map
distributed_data_loading
.. toctree::
:caption: Automatic differentiation
:maxdepth: 1
notebooks/autodiff_cookbook
notebooks/Custom_derivative_rules_for_Python_code
notebooks/autodiff_remat
.. toctree::
:caption: JAX internals
:maxdepth: 1
notebooks/How_JAX_primitives_work
notebooks/Writing_custom_interpreters_in_Jax
Custom_Operation_for_GPUs
.. toctree::
:caption: Deep dives
:maxdepth: 1
notebooks/convolutions