mirror of
https://github.com/ROCm/jax.git
synced 2025-04-17 04:16:07 +00:00
143 lines
2.4 KiB
ReStructuredText
143 lines
2.4 KiB
ReStructuredText
.. currentmodule:: jax
|
|
|
|
Public API: jax package
|
|
=======================
|
|
|
|
Subpackages
|
|
-----------
|
|
|
|
.. toctree::
|
|
:maxdepth: 1
|
|
|
|
jax.numpy
|
|
jax.scipy
|
|
jax.example_libraries
|
|
jax.experimental
|
|
jax.image
|
|
jax.lax
|
|
jax.nn
|
|
jax.ops
|
|
jax.random
|
|
jax.tree_util
|
|
jax.flatten_util
|
|
jax.dlpack
|
|
jax.profiler
|
|
jax.config
|
|
|
|
.. toctree::
|
|
:hidden:
|
|
|
|
jax.lib
|
|
|
|
.. _jax-jit:
|
|
|
|
Just-in-time compilation (:code:`jit`)
|
|
--------------------------------------
|
|
|
|
.. autosummary::
|
|
|
|
jit
|
|
disable_jit
|
|
ensure_compile_time_eval
|
|
xla_computation
|
|
make_jaxpr
|
|
eval_shape
|
|
device_put
|
|
device_put_replicated
|
|
device_put_sharded
|
|
device_get
|
|
default_backend
|
|
named_call
|
|
|
|
.. _jax-grad:
|
|
|
|
Automatic differentiation
|
|
-------------------------
|
|
|
|
.. autosummary::
|
|
|
|
grad
|
|
value_and_grad
|
|
jacfwd
|
|
jacrev
|
|
hessian
|
|
jvp
|
|
linearize
|
|
linear_transpose
|
|
vjp
|
|
custom_jvp
|
|
custom_vjp
|
|
closure_convert
|
|
checkpoint
|
|
|
|
|
|
Vectorization (:code:`vmap`)
|
|
----------------------------
|
|
|
|
.. autosummary::
|
|
|
|
vmap
|
|
jax.numpy.vectorize
|
|
|
|
Parallelization (:code:`pmap`)
|
|
------------------------------
|
|
|
|
.. autosummary::
|
|
|
|
pmap
|
|
devices
|
|
local_devices
|
|
process_index
|
|
device_count
|
|
local_device_count
|
|
process_count
|
|
|
|
|
|
.. autofunction:: jit
|
|
.. autofunction:: disable_jit
|
|
.. autofunction:: ensure_compile_time_eval
|
|
.. autofunction:: xla_computation
|
|
.. autofunction:: make_jaxpr
|
|
.. autofunction:: eval_shape
|
|
.. autofunction:: device_put
|
|
.. autofunction:: device_put_replicated
|
|
.. autofunction:: device_put_sharded
|
|
.. autofunction:: device_get
|
|
.. autofunction:: block_until_ready
|
|
.. autofunction:: default_backend
|
|
.. autofunction:: named_call
|
|
|
|
.. autofunction:: grad
|
|
.. autofunction:: value_and_grad
|
|
.. autofunction:: jacfwd
|
|
.. autofunction:: jacrev
|
|
.. autofunction:: hessian
|
|
.. autofunction:: jvp
|
|
.. autofunction:: linearize
|
|
.. autofunction:: linear_transpose
|
|
.. autofunction:: vjp
|
|
.. autoclass:: custom_jvp
|
|
|
|
.. automethod:: defjvp
|
|
.. automethod:: defjvps
|
|
|
|
.. autoclass:: custom_vjp
|
|
|
|
.. automethod:: defvjp
|
|
|
|
.. autofunction:: closure_convert
|
|
|
|
.. autofunction:: checkpoint
|
|
|
|
.. autofunction:: vmap
|
|
.. autofunction:: jax.numpy.vectorize
|
|
:noindex:
|
|
|
|
.. autofunction:: pmap
|
|
.. autofunction:: devices
|
|
.. autofunction:: local_devices
|
|
.. autofunction:: process_index
|
|
.. autofunction:: device_count
|
|
.. autofunction:: local_device_count
|
|
.. autofunction:: process_count
|