Amazon Elastic Inference vs. Amazon Lightsail Comparison


Amazon Elastic Inference Amazon	Amazon Lightsail Amazon	+	+
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About Amazon Elastic Inference allows you to attach low-cost GPU-powered acceleration to Amazon EC2 and Sagemaker instances or Amazon ECS tasks, to reduce the cost of running deep learning inference by up to 75%. Amazon Elastic Inference supports TensorFlow, Apache MXNet, PyTorch and ONNX models. Inference is the process of making predictions using a trained model. In deep learning applications, inference accounts for up to 90% of total operational costs for two reasons. Firstly, standalone GPU instances are typically designed for model training - not for inference. While training jobs batch process hundreds of data samples in parallel, inference jobs usually process a single input in real time, and thus consume a small amount of GPU compute. This makes standalone GPU inference cost-inefficient. On the other hand, standalone CPU instances are not specialized for matrix operations, and thus are often too slow for deep learning inference.	About Amazon Lightsail provides a number of features designed to help make your project quickly come to life. Designed as an all-in-one cloud platform, Lightsail offers you a one-stop shop for all your cloud needs. Take a look to see how we can help you get started on the AWS infrastructure. Lightsail offers virtual servers (instances) that are easy to set up and backed by the power and reliability of AWS. You can launch your website, web application, or project in minutes, and manage your instance from the intuitive Lightsail console or API. As you’re creating your instance, Lightsail lets you click to launch a simple operating system (OS), a pre-configured application, or a development stack - such as WordPress, Windows, Plesk, LAMP, Nginx, and more. Every Lightsail instance comes with a built-in firewall allowing you to allow or restrict traffic to your instances based on source IP, port and protocol.
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 Supported Mac Not Supported Linux Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience IT teams that need an advanced Infrastructure as a Service solution	Audience Anyone looking for virtual servers, storage, databases, and networking solution
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Not Supported Free Trial Not Supported	Pricing $3.50 per month Free Version Not Supported Free Trial Supported
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	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 Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Supported
Company Information Amazon Founded: 2006 United States aws.amazon.com/machine-learning/elastic-inference/	Company Information Amazon Founded: 1994 United States aws.amazon.com/lightsail/
Alternatives Amazon EC2 Inf1 Instances Amazon	Alternatives Amazon EC2 Amazon
Amazon EC2 G4 Instances Amazon	AWS Elastic Beanstalk Amazon
AWS Neuron Amazon Web Services	AWS Lambda Amazon
AWS Inferentia Amazon	Multipass Canonical
Google Cloud AI Infrastructure Google View All	AWS Inferentia Amazon View All
Categories Infrastructure-as-a-Service (IaaS) Supported	Categories Infrastructure-as-a-Service (IaaS) Supported
	Infrastructure-as-a-Service (IaaS) Features Analytics / Reporting Supported Configuration Management Supported Data Migration Supported Data Security Supported Load Balancing Supported Log Access Not Supported Network Monitoring Supported Performance Monitoring Supported SLA Monitoring Not Supported
Integrations AWS Marketplace Not Supported Amazon EC2 Supported Amazon EC2 G4 Instances Supported Amazon Web Services (AWS) Supported BackupSheep Not Supported GitLab Not Supported HostBill Not Supported Joomla! Not Supported LaunchWP Not Supported MXNet Supported Magento Not Supported NGINX Not Supported Outline Not Supported Plesk Not Supported Redmine Not Supported ServerAvatar Not Supported Spawn Not Supported TensorFlow Supported WordPress Not Supported cPanel Not Supported Show More Integrations View All 6 Integrations	Integrations AWS Marketplace Supported Amazon EC2 Not Supported Amazon EC2 G4 Instances Not Supported Amazon Web Services (AWS) Not Supported BackupSheep Supported GitLab Supported HostBill Supported Joomla! Supported LaunchWP Supported MXNet Not Supported Magento Supported NGINX Supported Outline Supported Plesk Supported Redmine Supported ServerAvatar Supported Spawn Supported TensorFlow Not Supported WordPress Supported cPanel Supported Show More Integrations View All 19 Integrations
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