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Description

DeepSpeed is an open-source library focused on optimizing deep learning processes for PyTorch. Its primary goal is to enhance efficiency by minimizing computational power and memory requirements while facilitating the training of large-scale distributed models with improved parallel processing capabilities on available hardware. By leveraging advanced techniques, DeepSpeed achieves low latency and high throughput during model training. This tool can handle deep learning models with parameter counts exceeding one hundred billion on contemporary GPU clusters, and it is capable of training models with up to 13 billion parameters on a single graphics processing unit. Developed by Microsoft, DeepSpeed is specifically tailored to support distributed training for extensive models, and it is constructed upon the PyTorch framework, which excels in data parallelism. Additionally, the library continuously evolves to incorporate cutting-edge advancements in deep learning, ensuring it remains at the forefront of AI technology.

Description

SafeCloud Technologies specializes in consulting services centered around data privacy, distributed architectures, and extensive infrastructures. Our mission is to tackle specific challenges by delivering expert guidance alongside practical assistance. Our team possesses in-depth knowledge across various platforms and programming languages, catering to needs from robust server systems to mobile applications. We provide focused consulting on distributed systems, large-scale infrastructure, and storage solutions. With a diverse range of programming expertise, we offer personalized development support to address any complex issue you encounter. Central to every system we create or assist in developing is a commitment to a privacy-by-design philosophy. Our work ensures that your processes are both private and compliant with GDPR regulations, empowering you to prioritize data protection seamlessly. By choosing us, you not only enhance your infrastructure but also reinforce your commitment to safeguarding user information.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Axolotl
Cake AI
Comet LLM
Nurix
PyTorch
Python

Integrations

Axolotl
Cake AI
Comet LLM
Nurix
PyTorch
Python

Pricing Details

Free
Free Trial
Free Version

Pricing Details

No price information available.
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

Microsoft

Founded

1975

Country

United States

Website

www.deepspeed.ai/

Vendor Details

Company Name

SafeCloud Technologies

Founded

2017

Country

Portugal

Website

safecloudtech.com

Product Features

Deep Learning

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

Product Features

Cloud Storage

Access Control
Archiving & Retention
Backup
Data Migration
Data Synchronization
Encryption
File Sharing
Version Control

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