AWS Deep Learning AMIs vs. NVIDIA NGC Comparison


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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 NVIDIA GPU Cloud (NGC) is a GPU-accelerated cloud platform optimized for deep learning and scientific computing. NGC manages a catalog of fully integrated and optimized deep learning framework containers that take full advantage of NVIDIA GPUs in both single GPU and multi-GPU configurations. NVIDIA train, adapt, and optimize (TAO) is an AI-model-adaptation platform that simplifies and accelerates the creation of enterprise AI applications and services. By fine-tuning pre-trained models with custom data through a UI-based, guided workflow, enterprises can produce highly accurate models in hours rather than months, eliminating the need for large training runs and deep AI expertise. Looking to get started with containers and models on NGC? This is the place to start. Private Registries from NGC allow you to secure, manage, and deploy your own assets to accelerate your journey to AI.
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 Not 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 Companies and enterprises interested in a deep learning and scientific computing platform
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 NVIDIA Founded: 1993 United States ngc.nvidia.com
Alternatives AWS Neuron Amazon Web Services	Alternatives NVIDIA GPU-Optimized AMI Amazon
Horovod	Bright Cluster Manager NVIDIA
Google Cloud Deep Learning VM Image Google	NetApp AIPod NetApp
Fabric for Deep Learning (FfDL) IBM	NVIDIA HPC SDK NVIDIA
GPUonCLOUD View All	Google Cloud Deep Learning VM Image Google View All
Categories AI Infrastructure Supported AI/ML Model Training Supported Deep Learning Supported	Categories AI Infrastructure Supported Deep Learning Supported HPC Supported
	Deep Learning Features Convolutional Neural Networks Not Supported Document Classification Not Supported Image Segmentation Not Supported ML Algorithm Library Not Supported Model Training Supported Neural Network Modeling Supported Self-Learning Not Supported Visualization Not Supported
Integrations Amazon Web Services (AWS) Supported AWS Marketplace Supported AWS Neuron Supported Amazon EC2 G5 Instances Supported Amazon EC2 Inf1 Instances Supported Amazon EC2 P4 Instances Supported Amazon EC2 Trn1 Instances Supported Amazon EC2 Trn2 Instances Supported Domino Enterprise AI Platform Not Supported NVIDIA GPU-Optimized AMI Not Supported Nutanix Enterprise AI Not Supported PuppyGraph Supported PyTorch Not Supported TensorFlow Not Supported Show More Integrations View All 9 Integrations	Integrations Amazon Web Services (AWS) Supported AWS Marketplace Not Supported AWS Neuron Not Supported Amazon EC2 G5 Instances Not Supported Amazon EC2 Inf1 Instances Not Supported Amazon EC2 P4 Instances Not Supported Amazon EC2 Trn1 Instances Not Supported Amazon EC2 Trn2 Instances Not Supported Domino Enterprise AI Platform Supported NVIDIA GPU-Optimized AMI Supported Nutanix Enterprise AI Supported PuppyGraph Not Supported PyTorch Supported TensorFlow Supported Show More Integrations View All 6 Integrations
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