jax.dev

Website beoordeling jax.dev

JAX: High performance array computing — JAX documentation

 Gegenereerd op Maart 10 2026 12:51 PM

Oude statistieken? UPDATE !

De score is 41/100

SEO Content

Title

JAX: High performance array computing — JAX documentation

Lengte : 58

Perfect, uw title tag bevat tussen de 10 en 70 karakters.

Description

Lengte : 0

Erg slecht.we hebben geen meta description gevonden in uw website. Gebruik deze gratis online meta tags generator om een beschrijving te genereren.

Keywords

Erg slecht. We hebben geen meta keywords gevonden in uw website. Gebruik deze gratis online meta tags generator om keywords te genereren.

Og Meta Properties

Deze pagina maakt geen gebruik van Og Properties. Deze tags maken het sociale crawlers makkelijker uw pagina te indexeren.

Headings

H1 H2 H3 H4 H5 H6
2 3 0 0 0 0
  • [H1] JAX: High performance array computing
  • [H1] JAX: High performance array computing#
  • [H2] Contents
  • [H2] High performance array computing
  • [H2] Ecosystem#

Afbeeldingen

We vonden 4 afbeeldingen in de pagina.

2 alt attributen ontbreken. Voeg alternatieve text toe zodat zoekmachines beter kunnen beoordelen wat het onderwerp van de afbeeldingen is.

Text/HTML Ratio

Ratio : 15%

Goed, De ratio van text tot HTML code hoger dan 15, maar lager dan 25 procent.

Flash

Perfect, geen Flash content gevonden in uw website.

Iframe

Perfect, er zijn geen Iframes in uw website aangetroffen.

Herschreven URL

Perfect. Uw links zien er vriendelijk uit!

Underscores in de URLs

We hebben underscores gevonden in uw URLs. U zou het minteken moeten gebruiken ten behoeven van SEO.

In-page links

We vonden een totaal van 259 links inclusie 0 link(s) naar bestanden

Ankertekst Type samenstelling
Skip to main content Intern doFollow
Installation Intern doFollow
Quickstart: How to think in JAX Intern doFollow
🔪 JAX - The Sharp Bits 🔪 Intern doFollow
JAX 101 Intern doFollow
Just-in-time compilation Intern doFollow
Automatic vectorization Intern doFollow
Automatic differentiation Intern doFollow
Pytrees Intern doFollow
Pseudorandom numbers Intern doFollow
Introduction to parallel programming Intern doFollow
Control flow and logical operators with JIT Intern doFollow
Tracing Intern doFollow
Stateful computations Intern doFollow
Key concepts Intern doFollow
Resources and Advanced Guides Intern doFollow
Distributed arrays and automatic parallelization Intern doFollow
Explicit sharding (a.k.a. “sharding in types”) Intern doFollow
Device-local array layout control Intern doFollow
JAX Memories and Host Offloading Intern doFollow
Introduction to multi-controller JAX (aka multi-process/multi-host JAX) Intern doFollow
Fault Tolerant Distributed JAX Intern doFollow
Distributed data loading Intern doFollow
Colocated Python Intern doFollow
The Training Cookbook Intern doFollow
The Autodiff Cookbook Intern doFollow
Advanced Automatic Differentiation Intern doFollow
Higher-order derivatives Intern doFollow
Forward- and reverse-mode autodiff in JAX Intern doFollow
Complex numbers and differentiation Intern doFollow
Custom derivative rules for JAX-transformable Python functions Intern doFollow
Errors Intern doFollow
Introduction to debugging Intern doFollow
Debugging runtime values Intern doFollow
JAX debugging flags Intern doFollow
Compiled prints and breakpoints Intern doFollow
Transfer guard Intern doFollow
Custom pytree nodes Intern doFollow
Persistent compilation cache Intern doFollow
Buffer donation Intern doFollow
GPU performance tips Intern doFollow
Benchmarking JAX code Intern doFollow
Profiling computation Intern doFollow
Profiling device memory Intern doFollow
External callbacks Intern doFollow
Foreign function interface (FFI) Intern doFollow
Ahead-of-time lowering and compilation Intern doFollow
Exporting and serialization Intern doFollow
Exporting and serializing staged-out computations Intern doFollow
Shape polymorphism Intern doFollow
Interoperation with TensorFlow Intern doFollow
Training a simple neural network, with tensorflow/datasets data loading Intern doFollow
Training a simple neural network, with PyTorch data loading Intern doFollow
Autobatching for Bayesian inference Intern doFollow
Generalized convolutions in JAX Intern doFollow
XLA compiler flags Intern doFollow
JAX Internals: primitives Intern doFollow
JAX internals: The jaxpr language Intern doFollow
API Reference Intern doFollow
jax.numpy.fft.fft Intern doFollow
jax.numpy.fft.fft2 Intern doFollow
jax.numpy.fft.fftfreq Intern doFollow
jax.numpy.fft.fftn Intern doFollow
jax.numpy.fft.fftshift Intern doFollow
jax.numpy.fft.hfft Intern doFollow
jax.numpy.fft.ifft Intern doFollow
jax.numpy.fft.ifft2 Intern doFollow
jax.numpy.fft.ifftn Intern doFollow
jax.numpy.fft.ifftshift Intern doFollow
jax.numpy.fft.ihfft Intern doFollow
jax.numpy.fft.irfft Intern doFollow
jax.numpy.fft.irfft2 Intern doFollow
jax.numpy.fft.irfftn Intern doFollow
jax.numpy.fft.rfft Intern doFollow
jax.numpy.fft.rfft2 Intern doFollow
jax.numpy.fft.rfftfreq Intern doFollow
jax.numpy.fft.rfftn Intern doFollow
jax.scipy.stats.bernoulli.logpmf Intern doFollow
jax.scipy.stats.bernoulli.pmf Intern doFollow
jax.scipy.stats.bernoulli.cdf Intern doFollow
jax.scipy.stats.bernoulli.ppf Intern doFollow
Pallas TPU (TensorCore) Intern doFollow
Pallas MGPU Intern doFollow
Triton Intern doFollow
jax.experimental.sparse.BCOO Intern doFollow
jax.experimental.sparse.bcoo_broadcast_in_dim Intern doFollow
jax.experimental.sparse.bcoo_concatenate Intern doFollow
jax.experimental.sparse.bcoo_dot_general Intern doFollow
jax.experimental.sparse.bcoo_dot_general_sampled Intern doFollow
jax.experimental.sparse.bcoo_dynamic_slice Intern doFollow
jax.experimental.sparse.bcoo_extract Intern doFollow
jax.experimental.sparse.bcoo_fromdense Intern doFollow
jax.experimental.sparse.bcoo_gather Intern doFollow
jax.experimental.sparse.bcoo_multiply_dense Intern doFollow
jax.experimental.sparse.bcoo_multiply_sparse Intern doFollow
jax.experimental.sparse.bcoo_update_layout Intern doFollow
jax.experimental.sparse.bcoo_reduce_sum Intern doFollow
jax.experimental.sparse.bcoo_reshape Intern doFollow
jax.experimental.sparse.bcoo_slice Intern doFollow
jax.experimental.sparse.bcoo_sort_indices Intern doFollow
jax.experimental.sparse.bcoo_squeeze Intern doFollow
jax.experimental.sparse.bcoo_sum_duplicates Intern doFollow
jax.experimental.sparse.bcoo_todense Intern doFollow
jax.experimental.sparse.bcoo_transpose Intern doFollow
jax.Array.addressable_shards Intern doFollow
jax.Array.all Intern doFollow
jax.Array.any Intern doFollow
jax.Array.argmax Intern doFollow
jax.Array.argmin Intern doFollow
jax.Array.argpartition Intern doFollow
jax.Array.argsort Intern doFollow
jax.Array.astype Intern doFollow
jax.Array.at Intern doFollow
jax.Array.choose Intern doFollow
jax.Array.clip Intern doFollow
jax.Array.compress Intern doFollow
jax.Array.committed Intern doFollow
jax.Array.conj Intern doFollow
jax.Array.conjugate Intern doFollow
jax.Array.copy Intern doFollow
jax.Array.copy_to_host_async Intern doFollow
jax.Array.cumprod Intern doFollow
jax.Array.cumsum Intern doFollow
jax.Array.device Intern doFollow
jax.Array.diagonal Intern doFollow
jax.Array.dot Intern doFollow
jax.Array.dtype Intern doFollow
jax.Array.flat Intern doFollow
jax.Array.flatten Intern doFollow
jax.Array.global_shards Intern doFollow
jax.Array.imag Intern doFollow
jax.Array.is_fully_addressable Intern doFollow
jax.Array.is_fully_replicated Intern doFollow
jax.Array.item Intern doFollow
jax.Array.itemsize Intern doFollow
jax.Array.max Intern doFollow
jax.Array.mean Intern doFollow
jax.Array.min Intern doFollow
jax.Array.nbytes Intern doFollow
jax.Array.ndim Intern doFollow
jax.Array.nonzero Intern doFollow
jax.Array.prod Intern doFollow
jax.Array.ptp Intern doFollow
jax.Array.ravel Intern doFollow
jax.Array.real Intern doFollow
jax.Array.repeat Intern doFollow
jax.Array.reshape Intern doFollow
jax.Array.round Intern doFollow
jax.Array.searchsorted Intern doFollow
jax.Array.shape Intern doFollow
jax.Array.sharding Intern doFollow
jax.Array.size Intern doFollow
jax.Array.sort Intern doFollow
jax.Array.squeeze Intern doFollow
jax.Array.std Intern doFollow
jax.Array.sum Intern doFollow
jax.Array.swapaxes Intern doFollow
jax.Array.take Intern doFollow
jax.Array.to_device Intern doFollow
jax.Array.trace Intern doFollow
jax.Array.transpose Intern doFollow
jax.Array.var Intern doFollow
jax.Array.view Intern doFollow
jax.Array.T Intern doFollow
jax.Array.mT Intern doFollow
Developer notes Intern doFollow
Contributing to JAX Intern doFollow
Building from source Intern doFollow
Investigating a regression Intern doFollow
Autodidax: JAX core from scratch Intern doFollow
Autodidax2, part 1: JAX from scratch, again Intern doFollow
JAX Enhancement Proposals (JEPs) Intern doFollow
263: JAX PRNG Design Intern doFollow
2026: Custom JVP/VJP rules for JAX-transformable functions Intern doFollow
4008: Custom VJP and `nondiff_argnums` update Intern doFollow
4410: Omnistaging Intern doFollow
9263: Typed keys & pluggable RNGs Intern doFollow
9407: Design of Type Promotion Semantics for JAX Intern doFollow
9419: Jax and Jaxlib versioning Intern doFollow
10657: Sequencing side-effects in JAX Intern doFollow
11830: `jax.remat` / `jax.checkpoint` new implementation Intern doFollow
12049: Type Annotation Roadmap for JAX Intern doFollow
14273: `shard_map` (`shmap`) for simple per-device code Intern doFollow
15856: `jax.extend`, an extensions module Intern doFollow
17111: Efficient transposition of `shard_map` (and other maps) Intern doFollow
18137: Scope of JAX NumPy & SciPy Wrappers Intern doFollow
25516: Effort-based versioning Intern doFollow
28661: Supporting the `__jax_array__` protocol Intern doFollow
28845: Stateful Randomness in JAX Intern doFollow
JAX Internal Implementation Notes Intern doFollow
Handling of closed-over constants Intern doFollow
Extension guides Intern doFollow
Writing custom Jaxpr interpreters in JAX Intern doFollow
Building on JAX Intern doFollow
Notes Intern doFollow
API compatibility Intern doFollow
Python and NumPy version support policy Intern doFollow
Asynchronous dispatch Intern doFollow
Concurrency Intern doFollow
GPU memory allocation Intern doFollow
Rank promotion warning Intern doFollow
Type promotion semantics Intern doFollow
Default dtypes and the X64 flag Intern doFollow
Pallas: a JAX kernel language Intern doFollow
Pallas Quickstart Intern doFollow
Software Pipelining Intern doFollow
Grids and BlockSpecs Intern doFollow
Pallas TPU Intern doFollow
Writing TPU kernels with Pallas Intern doFollow
TPU Pipelining Intern doFollow
Matrix Multiplication Intern doFollow
Scalar Prefetch and Block-Sparse Computation Intern doFollow
Distributed Computing in Pallas for TPUs Intern doFollow
Pallas Core-specific Programming Intern doFollow
SparseCore Kernel Writing Intern doFollow
Pseudo-Random Number Generation Intern doFollow
Pallas:Mosaic GPU Intern doFollow
Writing Mosaic GPU kernels with Pallas Intern doFollow
Mosaic GPU Pipelining Intern doFollow
Writing high-performance matrix multiplication kernels for Blackwell Intern doFollow
Collective matrix multiplication Intern doFollow
Instruction Reference Intern doFollow
Pallas Design Notes Intern doFollow
Pallas Design Intern doFollow
Pallas Async Operations Intern doFollow
Pallas Changelog Intern doFollow
About the project Intern doFollow
Frequently asked questions (FAQ) Intern doFollow
Change log Intern doFollow
Glossary of terms Intern doFollow
Configuration Options Intern doFollow
Ecosystem Intern doFollow
# Intern doFollow
JAX AI Stack Extern doFollow
Flax Extern doFollow
Equinox Extern doFollow
Keras Extern doFollow
Optax Extern doFollow
Optimistix Extern doFollow
Lineax Extern doFollow
Diffrax Extern doFollow
Grain Extern doFollow
TensorFlow Datasets Extern doFollow
Hugging Face Datasets Extern doFollow
Orbax Extern doFollow
Chex Extern doFollow
Blackjax Extern doFollow
Numpyro Extern doFollow
PyMC Extern doFollow
TensorFlow Probability Extern doFollow
Distrax Extern doFollow
JAX MD Extern doFollow
Brax Extern doFollow
MaxText Extern doFollow
AXLearn Extern doFollow
Levanter Extern doFollow
EasyLM Extern doFollow
Marin Extern doFollow
Awesome JAX Extern doFollow

SEO Keywords

Keywords Cloud

distributed writing gpu custom module automatic tpu pallas jax control

Keywords Consistentie

Keyword Content Title Keywords Description Headings
module 53
jax 31
pallas 15
tpu 5
custom 5

Bruikbaarheid

Url

Domein : jax.dev

Lengte : 7

Favicon

Goed, uw website heeft een favicon.

Printbaarheid

Jammer. We vonden geen Print-Vriendelijke CSS.

Taal

Goed. Uw ingestelde taal is en.

Dublin Core

Deze pagina maakt geen gebruik van Dublin Core.

Document

Doctype

HTML 5

Encoding

Perfect. Uw ingestelde Charset is UTF-8.

W3C Validiteit

Fouten : 0

Waarschuwingen : 0

E-mail Privacy

Geweldig er is geen e-mail adres gevonden als platte tekst!

Niet ondersteunde HTML

Geweldig! We hebben geen niet meer ondersteunde HTMl tags gevonden in uw HTML.

Speed Tips

Geweldig, uw website heeft geen tabellen in een tabel.
Perfect. Er zijn geen inline CSS style gevonden in uw HTML!
Jammer, uw website heeft teveel CSS bestanden (meer dan 4).
Jammer, uw website heeft teveel JS bestanden (meer dan 6).
Jammer, uw website haalt geen voordeel uit gzip.

Mobile

Mobile Optimization

Apple Icon
Meta Viewport Tag
Flash content

Optimalisatie

XML Sitemap

Geweldig, uw website heeft een XML sitemap.

https://docs.jax.dev/sitemap.xml

Robots.txt

https://jax.dev/robots.txt

Geweldig uw website heeft een robots.txt bestand.

Analytics

Ontbrekend

We hadden niet op te sporen van een analytics tool op deze website geplaatst.

Web Analytics laat u toe de bezoekersactiviteit op uw website te meten. U zou minstens 1 Analytics tool geïnstalleerd moeten hebben en een extra tool voor de bevestiging van de resultaten.

PageSpeed Insights


Device
Categorieën

Free SEO Testing Tool

Website review is een gratis tool waarmee u eenvoudig uw website kunt analyseren