DeepSpeed

DeepSpeed

Microsoft
+
+

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About

An end-to-end platform that provides various machine learning algorithms to meet your data mining and analysis requirements. Machine Learning Platform for AI provides end-to-end machine learning services, including data processing, feature engineering, model training, model prediction, and model evaluation. Machine learning platform for AI combines all of these services to make AI more accessible than ever. Machine Learning Platform for AI provides a visualized web interface allowing you to create experiments by dragging and dropping different components to the canvas. Machine learning modeling is a simple, step-by-step procedure, improving efficiencies and reducing costs when creating an experiment. Machine Learning Platform for AI provides more than one hundred algorithm components, covering such scenarios as regression, classification, clustering, text analysis, finance, and time series.

About

DeepSpeed is an open source deep learning optimization library for PyTorch. It's designed to reduce computing power and memory use, and to train large distributed models with better parallelism on existing computer hardware. DeepSpeed is optimized for low latency, high throughput training. DeepSpeed can train DL models with over a hundred billion parameters on the current generation of GPU clusters. It can also train up to 13 billion parameters in a single GPU. DeepSpeed is developed by Microsoft and aims to offer distributed training for large-scale models. It's built on top of PyTorch, which specializes in data parallelism.

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

Organizations in search of a platform providing machine learning algorithms for their data mining and analysis requirements

Audience

Deep learning model 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

$1.872 per hour
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

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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

Alibaba Cloud
Founded: 2008
China
www.alibabacloud.com/product/machine-learning

Company Information

Microsoft
Founded: 1975
United States
www.deepspeed.ai/

Alternatives

Alternatives

ML.NET

ML.NET

Microsoft
AWS Neuron

AWS Neuron

Amazon Web Services
MXNet

MXNet

The Apache Software Foundation
Caffe

Caffe

BAIR

Categories

Categories

Integrations

Alibaba Cloud
Axolotl
Cake AI
Comet LLM
Nurix
PyTorch
Python

Integrations

Alibaba Cloud
Axolotl
Cake AI
Comet LLM
Nurix
PyTorch
Python
Claim Alibaba Cloud Machine Learning Platform for AI and update features and information
Claim Alibaba Cloud Machine Learning Platform for AI and update features and information
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Claim DeepSpeed and update features and information