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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

Luminoth is an open source toolkit for computer vision. Currently, we support object detection, but we are aiming for much more. : Luminoth is still alpha-quality release, which means the internal and external interfaces (such as command line) are very likely to change as the codebase matures. . If you want GPU support, you should install the GPU version of TensorFlow with pip install tensorflow-gpu, or else you can use the CPU version using pip install tensorflow. Luminoth can also install TensorFlow for you if you install it with pip install luminoth[tf] or pip install luminoth[tf-gpu], depending on the version of TensorFlow you wish to use.

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

Computer vision toolkit solution for developers

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

Free
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

luminoth
pypi.org/project/luminoth/

Alternatives

Alternatives

TensorBoard

TensorBoard

Tensorflow
AWS Neuron

AWS Neuron

Amazon Web Services
TF-Agents

TF-Agents

Tensorflow
DeepSpeed

DeepSpeed

Microsoft
LiteRT

LiteRT

Google

Categories

Categories

Integrations

Python
TensorFlow
Amazon Web Services (AWS)
Azure Databricks
Flyte
GitHub
Google Cloud AutoML
Google Cloud Platform
Keras
MXNet
Microsoft Azure
PyTorch

Integrations

Python
TensorFlow
Amazon Web Services (AWS)
Azure Databricks
Flyte
GitHub
Google Cloud AutoML
Google Cloud Platform
Keras
MXNet
Microsoft Azure
PyTorch
Claim Horovod and update features and information
Claim Horovod and update features and information
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Claim luminoth and update features and information