AWS Deep Learning Containers vs. Docker Comparison


AWS Deep Learning Containers Amazon	Docker	+	+
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About Deep Learning Containers are Docker images that are preinstalled and tested with the latest versions of popular deep learning frameworks. Deep Learning Containers lets you deploy custom ML environments quickly without building and optimizing your environments from scratch. Deploy deep learning environments in minutes using prepackaged and fully tested Docker images. Build custom ML workflows for training, validation, and deployment through integration with Amazon SageMaker, Amazon EKS, and Amazon ECS.	About Docker takes away repetitive, mundane configuration tasks and is used throughout the development lifecycle for fast, easy and portable application development, desktop and cloud. Docker’s comprehensive end-to-end platform includes UIs, CLIs, APIs and security that are engineered to work together across the entire application delivery lifecycle. Get a head start on your coding by leveraging Docker images to efficiently develop your own unique applications on Windows and Mac. Create your multi-container application using Docker Compose. Integrate with your favorite tools throughout your development pipeline, Docker works with all development tools you use including VS Code, CircleCI and GitHub. Package applications as portable container images to run in any environment consistently from on-premises Kubernetes to AWS ECS, Azure ACI, Google GKE and more. Leverage Docker Trusted Content, including Docker Official Images and images from Docker Verified Publishers.
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 Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Developers looking for a Container Management solution to quickly deploy deep learning environments	Audience Organizations that need a comprehensive container management 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 $7 per month 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 4.7 / 5 ease 4.0 / 5 features 4.3 / 5 design 4.3 / 5 support 4.3 / 5 Read all reviews
	Pros & Cons from Real Users Pros -Allows instances of apps to run in their own memory space -Quick to install -Large repository of apps available -Tools to manage apps available -Available for Win10, Linux, NAS Cross platform Repo to publish images which are not out there Part of open source project High performance for finding and sharing containers images Easy to setup and get started with. Portability. Available across all platforms - Windows, Linux and MacOS. Large number of pre-built images. Simplifies deployment pipeline. Cons -While its easy to install a lot of Docker apps, installing tools to manage them is more challenging. -Linux based vs. Windows based Docker can be confusing. Documentation is not that descriptive and In linux its find difficult to start and on windows virtualisation needs to be on and some changes in BIOS. And will not work on Windows home. CLI takes time to learn. Resource intensive. Documentation is not beginner friendly.
Training Documentation Not Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Not Supported Webinars Not Supported Live Online Not Supported In Person Supported
Company Information Amazon Founded: 2006 United States aws.amazon.com/machine-learning/containers/	Company Information Docker www.docker.com
Alternatives Google Deep Learning Containers Google	Alternatives Chainguard
Amazon SageMaker Amazon	Container Registry 8gears
Amazon SageMaker Studio Lab Amazon	Amazon Elastic Container Service (Amazon ECS) Amazon
Google Cloud Deep Learning VM Image Google	Azure Container Registry Microsoft
Amazon SageMaker Model Training Amazon View All	Oracle Container Cloud Service Oracle View All
Categories AI Infrastructure Supported Container Management Supported	Categories Application Development Supported Artifact Management Supported Container Engines Supported Container Management Supported Container Registries Supported Containers as a Service (CaaS) Supported ML Model Deployment Supported ML Model Management Supported
	Show More Features Application Development Features Access Controls/Permissions Supported Code Assistance Not Supported Code Refactoring Supported Collaboration Tools Supported Compatibility Testing Supported Data Modeling Supported Debugging Not Supported Deployment Management Supported Graphical User Interface Not Supported Mobile Development Not Supported No-Code Supported Reporting/Analytics Supported Software Development Not Supported Source Control Supported Testing Management Not Supported Version Control Not Supported Web App Development Not Supported
Integrations AWS Marketplace Supported Amazon EC2 G5 Instances Supported Axon Server Not Supported Eco Not Supported Gamification-Engine Not Supported Helidon Not Supported Hitachi Unified Compute RS Series Not Supported HostPresto Not Supported MacHTTP-js Not Supported NeuVector Not Supported OpenLiteSpeed Not Supported Posting Not Supported Qvera Interface Engine Not Supported SecOps Not Supported Silex Not Supported StrongDM Not Supported TestEngine Not Supported Tokern Not Supported VxWorks Not Supported balenaEngine Not Supported Show More Integrations View All 11 Integrations	Integrations AWS Marketplace Supported Amazon EC2 G5 Instances Supported Axon Server Supported Eco Supported Gamification-Engine Supported Helidon Supported Hitachi Unified Compute RS Series Supported HostPresto Supported MacHTTP-js Supported NeuVector Supported OpenLiteSpeed Supported Posting Supported Qvera Interface Engine Supported SecOps Supported Silex Supported StrongDM Supported TestEngine Supported Tokern Supported VxWorks Supported balenaEngine Supported Show More Integrations View All 934 Integrations
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