Average Ratings 1 Rating

Total
ease
features
design
support

Average Ratings 0 Ratings

Total
ease
features
design
support

No User Reviews. Be the first to provide a review:

Write a Review

Description

Flask is a minimalistic WSGI web application framework that prioritizes simplicity and rapid development, making it accessible for beginners while also being capable of supporting complex projects. Originally, it served as a basic wrapper around Werkzeug and Jinja but has since evolved into one of the leading frameworks for web development in Python. It provides recommendations without imposing strict requirements on dependencies or project structures, giving developers the freedom to select their preferred tools and libraries. Furthermore, the community has contributed a wide array of extensions, facilitating the integration of additional features and functionality into applications. This flexibility and support have contributed to Flask's widespread adoption and enduring popularity among developers.

Description

Originally created by Uber, Horovod aims to simplify and accelerate the process of distributed deep learning, significantly reducing model training durations from several days or weeks to mere hours or even minutes. By utilizing Horovod, users can effortlessly scale their existing training scripts to leverage the power of hundreds of GPUs with just a few lines of Python code. It offers flexibility for deployment, as it can be installed on local servers or seamlessly operated in various cloud environments such as AWS, Azure, and Databricks. In addition, Horovod is compatible with Apache Spark, allowing a cohesive integration of data processing and model training into one streamlined pipeline. Once set up, the infrastructure provided by Horovod supports model training across any framework, facilitating easy transitions between TensorFlow, PyTorch, MXNet, and potential future frameworks as the landscape of machine learning technologies continues to progress. This adaptability ensures that users can keep pace with the rapid advancements in the field without being locked into a single technology.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Python
16x Prompt
Activeeon ProActive
Amazon Web Services (AWS)
Azure Marketplace
Flyte
GitHub Copilot
Ignite
MXNet
Microsoft Azure
New Relic
PyCharm
Render
RunCode
ShipFlask
TeamStation
ToDesktop
Unremot
WhyLabs
Wing Python IDE

Integrations

Python
16x Prompt
Activeeon ProActive
Amazon Web Services (AWS)
Azure Marketplace
Flyte
GitHub Copilot
Ignite
MXNet
Microsoft Azure
New Relic
PyCharm
Render
RunCode
ShipFlask
TeamStation
ToDesktop
Unremot
WhyLabs
Wing Python IDE

Pricing Details

Free
Free Trial
Free Version

Pricing Details

Free
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

Flask

Website

palletsprojects.com/p/flask/

Vendor Details

Company Name

Horovod

Website

horovod.ai/

Product Features

Deep Learning

Convolutional Neural Networks
Document Classification
Image Segmentation
ML Algorithm Library
Model Training
Neural Network Modeling
Self-Learning
Visualization

Alternatives

Alternatives

MXNet Reviews

MXNet

The Apache Software Foundation
Caffe Reviews

Caffe

BAIR
AWS Neuron Reviews

AWS Neuron

Amazon Web Services