AWS Deep Learning AMIs vs. Multipass Comparison


AWS Deep Learning AMIs Amazon	Multipass Canonical	+	+
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About AWS Deep Learning AMIs (DLAMI) provides ML practitioners and researchers with a curated and secure set of frameworks, dependencies, and tools to accelerate deep learning in the cloud. Built for Amazon Linux and Ubuntu, Amazon Machine Images (AMIs) come preconfigured with TensorFlow, PyTorch, Apache MXNet, Chainer, Microsoft Cognitive Toolkit (CNTK), Gluon, Horovod, and Keras, allowing you to quickly deploy and run these frameworks and tools at scale. Develop advanced ML models at scale to develop autonomous vehicle (AV) technology safely by validating models with millions of supported virtual tests. Accelerate the installation and configuration of AWS instances, and speed up experimentation and evaluation with up-to-date frameworks and libraries, including Hugging Face Transformers. Use advanced analytics, ML, and deep learning capabilities to identify trends and make predictions from raw, disparate health data.	About Get an instant Ubuntu VM with a single command. Multipass can launch and run virtual machines and configure them with cloud-init like a public cloud. Prototype your cloud launches locally for free. The first five minutes with Multipass let you know how easy it is to have a lightweight cloud handy. Let’s launch a few LTS instances, list them, exec a command, use cloud-init and clean up old instances to start. The ”Ubuntu Server CLI cheat sheet“ is your fast path to learning the Linux command line - from basic file management to deploying Kubernetes and OpenStack. Multipass provides a command line interface to launch, manage and generally fiddle about with instances of Linux. The downloading of a minty-fresh image takes a matter of seconds, and within minutes a VM can be up and running. Launch instances of Ubuntu and initialise them with cloud-init metadata like AWS, Azure, Google, IBM and Oracle clouds. Simulate your own cloud deployment on your workstation.
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 Supported Linux Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Deep Learning solution that helps developers quickly build scalable, secure deep learning applications	Audience Enterprises and IT companies in search of a VM infrastructure on demand solution for any workstation to prototype cloud launches locally for free
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 No information available. Free Version Not Supported Free Trial Not 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/amis/	Company Information Canonical Founded: 2010 United Kingdom multipass.run/
Alternatives AWS Neuron Amazon Web Services	Alternatives cloud-init
Horovod	DanubeData
Google Cloud Deep Learning VM Image Google	Phillux Software-Hub
Fabric for Deep Learning (FfDL) IBM	Contabo
GPUonCLOUD View All	LunaNode View All
Categories AI Infrastructure Supported AI/ML Model Training Supported Deep Learning Supported	Categories Infrastructure-as-a-Service (IaaS) Supported

Integrations AWS Neuron Supported Airstack Not Supported Amazon EC2 G5 Instances Supported Amazon EC2 Inf1 Instances Supported Amazon EC2 P4 Instances Supported Chef Not Supported Cisco AnyConnect Not Supported Google Cloud Platform Not Supported IBM Cloud Not Supported Intelligent Management Center Not Supported Kubernetes Not Supported PostgreSQL Not Supported Puppet Enterprise Not Supported PuppyGraph Supported SALT Not Supported VMware ESXi Not Supported cloud-init Not Supported Show More Integrations View All 9 Integrations	Integrations AWS Neuron Not Supported Airstack Supported Amazon EC2 G5 Instances Not Supported Amazon EC2 Inf1 Instances Not Supported Amazon EC2 P4 Instances Not Supported Chef Supported Cisco AnyConnect Supported Google Cloud Platform Supported IBM Cloud Supported Intelligent Management Center Supported Kubernetes Supported PostgreSQL Supported Puppet Enterprise Supported PuppyGraph Not Supported SALT Supported VMware ESXi Supported cloud-init Supported Show More Integrations View All 22 Integrations
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