AWS Deep Learning AMIs vs. MXNet Comparison


AWS Deep Learning AMIs Amazon	MXNet The Apache Software Foundation	+	+
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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 A hybrid front-end seamlessly transitions between Gluon eager imperative mode and symbolic mode to provide both flexibility and speed. Scalable distributed training and performance optimization in research and production is enabled by the dual parameter server and Horovod support. Deep integration into Python and support for Scala, Julia, Clojure, Java, C++, R and Perl. A thriving ecosystem of tools and libraries extends MXNet and enables use-cases in computer vision, NLP, time series and more. Apache MXNet is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision-making process have stabilized in a manner consistent with other successful ASF projects. Join the MXNet scientific community to contribute, learn, and get answers to your questions.
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 Developers and researchers requiring an open-source deep learning framework for research prototyping and production
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 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 Not Supported
Company Information Amazon Founded: 2006 United States aws.amazon.com/machine-learning/amis/	Company Information The Apache Software Foundation Founded: 1999 United States mxnet.apache.org
Alternatives AWS Neuron Amazon Web Services	Alternatives Deeplearning4j
Horovod	AWS Deep Learning AMIs Amazon
Google Cloud Deep Learning VM Image Google	Horovod
Fabric for Deep Learning (FfDL) IBM	Apache NuttX Apache
GPUonCLOUD View All	Caffe BAIR View All
Categories AI Infrastructure Supported AI/ML Model Training Supported Deep Learning Supported	Categories AI Development Supported AI/ML Model Training Supported Deep Learning Supported Neural Network Supported

Integrations AWS Marketplace Supported Amazon EC2 Inf1 Instances Supported Amazon EC2 P4 Instances Supported AWS Elastic Fabric Adapter (EFA) Not Supported Amazon EC2 G5 Instances Supported Amazon EC2 Trn1 Instances Supported Amazon EC2 Trn2 Instances Supported Amazon Elastic Inference Not Supported Amazon SageMaker Model Building Not Supported Cameralyze Not Supported Flower Not Supported GPUonCLOUD Not Supported Google Cloud Deep Learning VM Image Not Supported Gradient Not Supported Horovod Not Supported LeaderGPU Not Supported MLReef Not Supported NVIDIA Triton Inference Server Not Supported PuppyGraph Supported Show More Integrations View All 9 Integrations	Integrations AWS Marketplace Supported Amazon EC2 Inf1 Instances Supported Amazon EC2 P4 Instances Supported AWS Elastic Fabric Adapter (EFA) Supported Amazon EC2 G5 Instances Not Supported Amazon EC2 Trn1 Instances Not Supported Amazon EC2 Trn2 Instances Not Supported Amazon Elastic Inference Supported Amazon SageMaker Model Building Supported Cameralyze Supported Flower Supported GPUonCLOUD Supported Google Cloud Deep Learning VM Image Supported Gradient Supported Horovod Supported LeaderGPU Supported MLReef Supported NVIDIA Triton Inference Server Supported PuppyGraph Not Supported Show More Integrations View All 18 Integrations
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