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About

FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3.7+ based on standard Python type hints. Fast: Very high performance, on par with NodeJS and Go (thanks to Starlette and Pydantic). One of the fastest Python frameworks available. Minimize code duplication, multiple features from each parameter declaration.

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.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

DevOps teams looking for an advanced Development Frameworks solution

Audience

Developers in need of a powerful Development Framework solution

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Pricing

Free
Free Version Supported
Free Trial Not Supported

Reviews/Ratings

Overall 3.0 / 5
ease 4.0 / 5
features 5.0 / 5
design 5.0 / 5
support 5.0 / 5

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

Pros & Cons from Real Users

Pros

  • Good for production and python based startup with it's speed and features. Would highly recommend someone who needs a python based framework.

Cons

  • Takes some time in manual configuration and it's type checking may be overwhelming more new developer.

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Not Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

FastAPI
fastapi.tiangolo.com/lo/

Company Information

Horovod
horovod.ai/

Alternatives

Alternatives

AWS Neuron

AWS Neuron

Amazon Web Services
DeepSpeed

DeepSpeed

Microsoft

Categories

Categories

Integrations

Python Supported
APIGen Supported
AppSignal Supported
Azure Marketplace Supported
BudgetML Supported
Diploi Supported
Flyte Not Supported
Kodosumi Supported
Koyeb Supported
MXNet Not Supported
Microsoft Azure Not Supported
MudraID Supported
NiceGUI Supported
Open Interpreter Supported
PyTorch Not Supported
Stakpak Supported
SuperAGI SuperCoder Supported
TensorFlow Not Supported
Zuplo Supported

Integrations

Python Supported
APIGen Not Supported
AppSignal Not Supported
Azure Marketplace Not Supported
BudgetML Not Supported
Diploi Not Supported
Flyte Supported
Kodosumi Not Supported
Koyeb Not Supported
MXNet Supported
Microsoft Azure Supported
MudraID Not Supported
NiceGUI Not Supported
Open Interpreter Not Supported
PyTorch Supported
Stakpak Not Supported
SuperAGI SuperCoder Not Supported
TensorFlow Supported
Zuplo Not Supported
Claim FastAPI and update features and information
Claim FastAPI and update features and information
Claim Horovod and update features and information
Claim Horovod and update features and information