+
+

Related Products

  • Gemini Enterprise Agent Platform
    999 Ratings
    Visit Website
  • Runpod
    230 Ratings
    Visit Website
  • Fraud.net
    56 Ratings
    Visit Website
  • Bright Data
    1,424 Ratings
    Visit Website
  • Cloudflare
    2,042 Ratings
    Visit Website
  • Qloo
    23 Ratings
    Visit Website
  • Teradata VantageCloud
    1,121 Ratings
    Visit Website
  • myACI
    482 Ratings
    Visit Website
  • iTacit
    46 Ratings
    Visit Website
  • ClickLearn
    67 Ratings
    Visit Website

About

Horovod was originally developed by Uber to make distributed deep learning fast and easy to use, bringing model training time down from days and weeks to hours and minutes. With Horovod, an existing training script can be scaled up to run on hundreds of GPUs in just a few lines of Python code. Horovod can be installed on-premise or run out-of-the-box in cloud platforms, including AWS, Azure, and Databricks. Horovod can additionally run on top of Apache Spark, making it possible to unify data processing and model training into a single pipeline. Once Horovod has been configured, the same infrastructure can be used to train models with any framework, making it easy to switch between TensorFlow, PyTorch, MXNet, and future frameworks as machine learning tech stacks continue to evolve.

About

​JAX is a Python library designed for high-performance numerical computing and machine learning research. It offers a NumPy-like API, facilitating seamless adoption for those familiar with NumPy. Key features of JAX include automatic differentiation, just-in-time compilation, vectorization, and parallelization, all optimized for execution on CPUs, GPUs, and TPUs. These capabilities enable efficient computation for complex mathematical functions and large-scale machine-learning models. JAX also integrates with various libraries within its ecosystem, such as Flax for neural networks and Optax for optimization tasks. Comprehensive documentation, including tutorials and user guides, is available to assist users in leveraging JAX's full potential. ​

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Developers in need of a powerful Development Framework solution

Audience

Professional researchers and developers searching for a solution to manage their numerical computing and machine learning operations in Python

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Horovod
horovod.ai/

Company Information

JAX
United States
docs.jax.dev/en/latest/

Alternatives

Alternatives

MXNet

MXNet

The Apache Software Foundation
Apache Mahout

Apache Mahout

Apache Software Foundation
AWS Neuron

AWS Neuron

Amazon Web Services
DeepSpeed

DeepSpeed

Microsoft
Gensim

Gensim

Radim Řehůřek

Categories

Categories

Integrations

Keras
Python
TensorFlow
AWS EC2 Trn3 Instances
Amazon Web Services (AWS)
Azure Databricks
Equinox
Flower
Flyte
Gemma 3n
Grain
Hugging Face
IREN Cloud
LiteRT
MXNet
Microsoft Azure
NumPy
PyTorch
Thunder Compute

Integrations

Keras
Python
TensorFlow
AWS EC2 Trn3 Instances
Amazon Web Services (AWS)
Azure Databricks
Equinox
Flower
Flyte
Gemma 3n
Grain
Hugging Face
IREN Cloud
LiteRT
MXNet
Microsoft Azure
NumPy
PyTorch
Thunder Compute
Claim Horovod and update features and information
Claim Horovod and update features and information
Claim JAX and update features and information
Claim JAX and update features and information