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63 Commits

Author SHA1 Message Date
Sean Lee
afc96a13cf Convert the notebook to a plain MD file 2022-12-14 23:38:47 -08:00
Sean Lee
550eac45c6 Instructions to create custom operation for GPUs 2022-12-13 12:14:30 -08:00
yashkatariya
008a6918e0 Remove experimental endpoints and update to point to 0.4.1 2022-12-13 11:53:56 -08:00
Matthew Johnson
1185c895ca in jax.Array notebook, polish beginning and tweak title and some wording 2022-12-10 22:16:54 -08:00
Jake VanderPlas
df02d7035e DOC: add example of pure_callback with custom_jvp 2022-12-09 12:43:04 -08:00
yashkatariya
a2870a182e Add jax.Array to the index page 2022-12-01 15:44:51 -08:00
Skye Wanderman-Milne
51db1cfd0e [docs] Rename "JAX in Parallelism" files so the URL matches the title. 2022-12-01 19:53:31 +00:00
yashkatariya
aca7e4ade2 jax.Array tutorial 2022-11-15 16:49:17 -08:00
Yash Katariya
e6c4d4a30e Add docstrings for Sharding classes. Right now I am only documenting Sharding, XLACompatibleSharding, MeshPspecSharding and SingleDeviceSharding. 
Also moving jax_array_migration guide to reference documentation.

PiperOrigin-RevId: 488489503
 2022-11-14 15:47:46 -08:00
jax authors
71f92a7cd5 Merge pull request #13182 from canyon289:docs_update 
PiperOrigin-RevId: 487808462
 2022-11-11 06:44:29 -08:00
Yash Katariya
b49a1bda15 Add jax.Array migration doc to OSS 
PiperOrigin-RevId: 487673643
 2022-11-10 16:46:30 -08:00
Ravin Kumar
cb3762e5dd Consolidate links in JAX documentation 
Move notes down
 2022-11-09 15:44:52 -08:00
8bitmp3
636cac882c
Increase visibility in index Multi-Host Multi-Process Envs Guide 2022-11-04 19:22:39 +00:00
Roy Frostig
bb68fbeefa write in-process AOT walkthrough doc 2022-09-02 13:02:25 -07:00
Roy Frostig
c6ab3a6a60 convert custom VJP update guide to a retroactive JEP 2022-08-10 13:45:57 -07:00
Peter Hawkins
71b29b1cc6 Create JAX Enhancement Proposals (JEPs). 
Migrate existing design documents to JEPs.
 2022-08-08 16:13:58 -04:00
Sharad Vikram
4386a0f909 Add debugging tools under jax.debug and documentation 
Co-authored-by: Matthew Johnson <mattjj@google.com>
Co-authored-by: Lena Martens <lenamartens@google.com>
 2022-07-28 20:07:26 -07:00
Hyeontaek Lim
4f8881539d Make the transfer guard documentation easier to find 
Move the main documentation of the transfer guard from "Notes" to "Reference documentation" section for better visibility.

Add a link to the main documentation to the docstring of jax.transfer_guard(), which currently shows up as the top result when searching for "jax transfer_guard".
 2022-06-09 18:13:03 +00:00
Jake VanderPlas
47ca71d502 DOC: link to install instructions in HTML docs 2022-04-22 12:35:31 -07:00
Hyeontaek Lim
87671f4d85 Add a documentation for the JAX transfer guard 2022-03-25 19:50:12 +00:00
Peter Hawkins
2b51ab5bc1 Add an API compatibility policy. 2022-03-01 14:28:22 -05:00
Peter Hawkins
df55ea5204 Move design notes into docs/, and render them as part of the documentation. 2022-02-02 14:29:03 -05:00
Peter Hawkins
58199b4b9a Delete the XLA in Python notebook. 
Its tests are failing, and it describes a non-public API that we are phasing out.
 2021-11-18 09:45:06 -05:00
Roy Frostig
e659c54977 docs: remove application tutorials 2021-09-10 18:52:47 -07:00
George Necula
117d0d23ab Attempt to fix RTD build 
It seems that the failure is for transformations.md
 2021-07-18 19:35:14 +03:00
Skye Wanderman-Milne
40cc1ec230 Add multi-process guide to docs. 
This is the first section of the internal doc I drafted. I still need
to add the "Common multi-process idioms" and "Multi-host workflows"
sections.
 2021-05-20 18:38:41 -07:00
Jake VanderPlas
ba83ab5d3b Add expanded contributing documentation 2021-04-27 15:00:21 -07:00
Peter Hawkins
aafe8870ae Document that JAX follows the NEP-29 deprecation policy. 
Remove the "experimental" disclaimer from the concurrency documentation.
 2021-04-21 11:12:41 -04:00
Adam Paszke
40253f471d Make xmap tutorial public 
Note that xmap is still experimental, so treat this more as a preview
than as documentation.
 2021-04-08 15:56:58 +00:00
Jake VanderPlas
749ad95514 DOC: add transformations doc to HTML & reorganize contents 2021-03-08 16:25:04 -08:00
Roy Frostig
9c420653c3 move changelog to top level 2021-03-08 10:44:52 -08:00
Jake VanderPlas
12c84e7a50 Add jax.errors submodule & error troubleshooting docs 2021-03-03 12:39:12 -08:00
Jake VanderPlas
8f5038d4b9 DOC: add initial JAX glossary 2021-03-01 17:56:43 -08:00
Jake VanderPlas
5396f04c65 DOC: add first JAX-101 notebook 2021-02-26 09:22:34 -08:00
Tom Hennigan
090dd2117d Add autodidax to dev docs toctree and ignore md file to silence warning. 
Fixes CI failure from google/jax#5827.
 2021-02-25 10:50:10 +00:00
Jake VanderPlas
4c83723d11 DOC: link to RTD version of neural network notebook 2021-02-22 09:19:41 -08:00
Jake VanderPlas
236ba14585 move convolutions from common gotchas to its own file 2021-02-16 17:21:56 -08:00
Jake VanderPlas
d85d204897 DOC: change build from nbsphinx to myst 2021-02-16 10:28:39 -08:00
Jake VanderPlas
94484d85aa Migrate CHANGELOG.rst -> CHANGELOG.md 2021-02-12 17:03:53 -08:00
Jake VanderPlas
5d16ab03b5 Minor doc formatting fixes 2021-01-29 16:43:27 -08:00
Jake VanderPlas
967f3ac7a3 Add thinking_in_jax.ipynb 2021-01-26 12:08:37 -08:00
Jake VanderPlas
cfe934c053 Fix some doc build warnings 2021-01-25 14:08:57 -08:00
Peter Hawkins
5116fd47aa
Add a heap profiler API and document it. (#3576) 2020-06-26 17:09:09 -04:00
Skye Wanderman-Milne
66ba734882
Add note to docs describing how pytree arguments work. (#3284) 
Addresses #3095. I'm not sure if we wanna link to this from API
docstrings.

This also subsumes the original pytrees notebook.
 2020-06-03 09:46:00 -07:00
George Necula
6f2f779a3d Started a FAQ for JAX 2020-03-25 11:55:24 +02:00
Matthew Johnson
7e480fa923 add custom_jvp / vjp, delete custom_transforms 2020-03-21 22:08:03 -07:00
George Necula
89514f9278
Moved CHANGELOG to docs (#2252) 
* Moved CHANGELOG to docs

This puts the documentation also on RTD, with TOC.
Also changed its format to .rst, for consistency.
Added GitHub links to the change log.

* Actually add the CHANGELOG.rst

* Added reminder comments to the CHANGELOG.rst
 2020-02-23 19:18:06 +01:00
George Necula
a5c3468c93 Added the first draft of the Jaxpr documentation. 
This replaces the previous Google Doc version, and is now
updated with the latest changes in Jaxpr.
 2020-02-12 13:01:43 +01:00
Peter Hawkins
d958f3007d
Change JAX type promotion to prefer inexact types. (#1815) 
Change the JAX type promotion table to prefer inexact types during type promotion.

NumPy's type promotion rules tend to promote aggressively to float64, which isn't a very accelerator-friendly behavior when not all accelerators (e.g., TPUs) support 64-bit floating point types. Even on accelerators that support 64-bit floating point types (e.g., GPUs), promotion to a 64-bit type comes with a significant performance cost.

This change makes JAX type promotion between inexact and exact types closer to PyTorch's promotion semantics, which are a better fit for modern accelerators:
e.g.,

```
import numpy as onp
from jax import numpy as np

In [1]: onp.promote_types(onp.float32, onp.int32)   
Out[1]: dtype('float64')

In [2]: onp.promote_types(onp.float16, onp.int64)   
Out[2]: dtype('float64')

In [3]: np.promote_types(onp.float32, onp.int32)    
Out[3]: dtype('float32')

In [4]: np.promote_types(onp.float16, onp.int64)    
Out[4]: dtype('float16')
```

This change is in preparation for enabling x64 mode by default on all platforms.
 2019-12-05 10:57:23 -05:00
George Necula
4e89d43a75 Added JAX pytrees notebook 
Also added docstrings to the tree_util module.
 2019-11-24 20:29:07 +01:00