AWS Deep Learning Containers vs. Kata Containers Comparison


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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 Kata Containers is Apache 2 licensed software consisting of two main components: the Kata agent, and the Kata Containerd shim v2 runtime. It also packages a Linux kernel and versions of QEMU, Cloud Hypervisor and Firecracker hypervisors. Kata Containers are as light and fast as containers and integrate with the container management layers—including popular orchestration tools such as Docker and Kubernetes (k8s)—while also delivering the security advantages of VMs. Kata Containers supports Linux (host and guest) for now. On the host side, we have installation instructions for several popular distributions. We also have out-of-the-box support for Clear Linux, Fedora, and CentOS 7 rootfs images through the OSBuilder which can also be used to roll your own guest images.
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 Supported Cloud Not Supported On-Premises Not 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 Anyone looking for a complete open source project delivering platform
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not 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 Not Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Amazon Founded: 2006 United States aws.amazon.com/machine-learning/containers/	Company Information Kata Containers katacontainers.io/software/
Alternatives Google Deep Learning Containers Google	Alternatives System On Grid
Amazon SageMaker Amazon	Podman Containers
Amazon SageMaker Studio Lab Amazon	Azure Container Instances Microsoft
Google Cloud Deep Learning VM Image Google	Triton SmartOS Joyent
Amazon SageMaker Model Training Amazon View All	Apache Mesos Apache Software Foundation View All
Categories AI Infrastructure Supported Container Management Supported	Categories Container Management Supported

Integrations Amazon Web Services (AWS) Supported AWS Marketplace Supported AWS Neuron Supported Amazon EC2 G5 Instances Supported Amazon EC2 P4 Instances Supported Amazon EC2 P5 Instances Supported Amazon EC2 Trn1 Instances Supported Amazon EKS Supported Amazon Elastic Container Registry (ECR) Supported Amazon Elastic Container Service (Amazon ECS) Supported Amazon SageMaker Supported Docker Not Supported Google Compute Engine Not Supported Kubernetes Not Supported Microsoft Azure Not Supported OpenStack Not Supported VEXXHOST Not Supported Show More Integrations View All 11 Integrations	Integrations Amazon Web Services (AWS) Supported AWS Marketplace Not Supported AWS Neuron Not Supported Amazon EC2 G5 Instances Not Supported Amazon EC2 P4 Instances Not Supported Amazon EC2 P5 Instances Not Supported Amazon EC2 Trn1 Instances Not Supported Amazon EKS Not Supported Amazon Elastic Container Registry (ECR) Not Supported Amazon Elastic Container Service (Amazon ECS) Not Supported Amazon SageMaker Not Supported Docker Supported Google Compute Engine Supported Kubernetes Supported Microsoft Azure Supported OpenStack Supported VEXXHOST Supported Show More Integrations View All 7 Integrations
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