Name: PyTorch on AWS
Rating: 10 (1 reviews)
Author: Amazon AWS

Communications Outsourcing

Help Desk

Web and Video Conferencing

Customer Support

Batch Management Software

Mind Mapping

Development

Online Learning

Education

Business Intelligence (BI)

Collaboration

Desktop Publishing

Interactive Voice Response (IVR)

Manufacturing Execution

Payment Facilitation

Project Portfolio Management

Enterprise

Accounting

Corporate Performance Management (CPM)

Online Trading

Payment Gateway

Finance and Accounting

Applicant Tracking

Corporate Learning Management

Credentialing

HR Management

Payroll

Talent Intelligence

Talent Management

Workforce Analytics

Workforce Management

Human Resources

AI Governance

Cloud Storage

Enterprise Flash Array Storage

Fraud Detection

HTML Editors

In-Memory Databases

Integration Platform as a Service (iPaaS)

Internet Security

M2M Application Development

Network Performance Monitoring

NoSQL Databases

Remote Monitoring and Management

Routers

Software Defined Storage (SDS)

Threat Hunting

Traffic Switching

Wireless LAN

Information Technology

A/B Testing

Ad Serving & Retargeting

All-in-One Marketing

Content Management

Customer Reference Management

Digital Signage

Email Deliverability

Email Management

Email Marketing

Headless CMS

Marketing Automation

Social Media Management

Survey & Forms Building

Swag Management

Web Analytics

Marketing

Project Management

Professional Services

Customer Relationship Management (CRM)

Point of Sale

Sales

Intrusion Detection

Secure Access Service Edge (SASE)

Security

Auto Repair

Aviation

Building Information Modeling (BIM)

Construction Management

Emergency Notification

Home Health Care

Homeowner's Association (HOA) Management

Intelligent Document Processing

Legal Billing

OSS/BSS (Operations Support/Business Support)

Smart Cities

Vertical-Specific

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PyTorch is an open source deep learning framework. PyTorch on AWS using Amazon SageMaker presents a fully managed machine learning service used to build, train, and deploy PyTorch models at scale. For managing one's own infrastructure, one can use the AWS Deep Learning AMIs or the AWS Deep Learning Containers, which come pre-installed with PyTorch to deploy custom machine learning environments.

DigitalOcean is an infrastructure-as-a-service (IaaS) platform from the company of the same name headquartered in New York. It is known for its support of managed Kubernetes clusters and “droplets” feature.

1GB-16GB

8GB-160GB

Microsoft Azure is a cloud computing platform and infrastructure for building, deploying, and managing applications and services through a global network of Microsoft-managed datacenters.

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PyTorch on AWS

Infrastructure-as-a-Service (IaaS) is the cornerstone of cloud computing, offering on-demand access to virtualized resources like compute, storage, and networking. This model provides unparalleled agility, allowing organizations to scale dynamically to meet business needs without the overhead of physical hardware. It is the ideal foundation for building and hosting complex workloads and applications. Compare top IaaS platforms to design a scalable and resilient infrastructure.

Infrastructure-as-a-Service

Amazon strives to be Earth's most customer-centric company where people can find and discover virtually anything they want to buy online. By giving customers more of what they want - low prices, vast selection, and convenience - Amazon continues to grow and evolve as a world-class e-commerce platform.

Founded by Jeff Bezos, the Amazon.com website started in 1995 as a place to buy books because of the unique customer experience the Web could offer book lovers. Bezos believed that only the Internet could offer customers the convenience of browsing a selection of millions of book titles in a single sitting. During the first 30 days of business, Amazon fulfilled orders for customers in 50 states and 45 countries - all shipped from his Seattle-area garage.

Amazon's evolution from Web site to e-commerce partner to development platform is driven by the spirit of innovation that is part of the company's DNA. The world's brightest technology minds come to Amazon.com to research and develop technology that improves the lives of shoppers and sellers around the world.

Infrastructure-as-a-Service (IaaS)

IaaS provides the basic building blocks for an IT infrastructure like servers, storage, and networking, in an on-demand model over the Internet

Service-level Agreement (SLA) uptime

The service uptime as a percentage defined in the SLA

Dynamic scaling

Ease of scaling up or down in response to customer needs

Elastic load balancing

Automatic balancing and distribution of resources across multiple virtual computers

Pre-configured templates

Pre-defined templates for virtual machines

Monitoring tools

Monitoring tools provide alerts when problems are detected

Pre-defined machine images

Range of different server configurations available

Operating system support

Range of operating systems available as pre-configured images

Security controls

Compliance with security protocols like SSL and AES

Automation

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PyTorch on AWS

Overview

What is PyTorch on AWS?