MXNet vs. WebAssembly Comparison


MXNet The Apache Software Foundation	WebAssembly	+	+
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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.	About WebAssembly (abbreviated Wasm) is a binary instruction format for a stack-based virtual machine. Wasm is designed as a portable compilation target for programming languages, enabling deployment on the web for client and server applications. The Wasm stack machine is designed to be encoded in a size- and load-time-efficient binary format. WebAssembly aims to execute at native speed by taking advantage of common hardware capabilities available on a wide range of platforms. WebAssembly describes a memory-safe, sandboxed execution environment that may even be implemented inside existing JavaScript virtual machines. When embedded in the web, WebAssembly will enforce the same-origin and permissions security policies of the browser. WebAssembly is designed to be pretty-printed in a textual format for debugging, testing, experimenting, optimizing, learning, teaching, and writing programs by hand. The textual format will be used when viewing the source of Wasm modules on the web.
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	Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Not Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Developers and researchers requiring an open-source deep learning framework for research prototyping and production	Audience Developers
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 Not Supported
API Offers API 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 Free Free Version 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 The Apache Software Foundation Founded: 1999 United States mxnet.apache.org	Company Information WebAssembly Founded: 2015 webassembly.org
Alternatives Deeplearning4j	Alternatives AssemblyScript The AssemblyScript Project
AWS Deep Learning AMIs Amazon	Modsurfer Dylibso
Horovod	WebContainers
Apache NuttX Apache	Shiden
Caffe BAIR View All	Rio Terminal 5.0 out of 5 stars View All
Categories AI Development Supported AI/ML Model Training Supported Deep Learning Supported Neural Network Supported	Categories Programming Languages Supported

Integrations AWS Elastic Fabric Adapter (EFA) Supported Amazon Elastic Inference Supported Amazon SageMaker Debugger Supported Amazon SageMaker Model Building Supported AssemblyScript Not Supported Extism Not Supported Graphite Not Supported Horovod Supported Indent Not Supported Kitesurf Not Supported ML Console Not Supported MLReef Supported Meshpage.org Not Supported Modsurfer Not Supported NVIDIA Triton Inference Server Supported SurrealDB Not Supported Zellij Not Supported ai-coustics Not Supported fastText Not Supported Show More Integrations View All 18 Integrations	Integrations AWS Elastic Fabric Adapter (EFA) Not Supported Amazon Elastic Inference Not Supported Amazon SageMaker Debugger Not Supported Amazon SageMaker Model Building Not Supported AssemblyScript Supported Extism Supported Graphite Supported Horovod Not Supported Indent Supported Kitesurf Supported ML Console Supported MLReef Not Supported Meshpage.org Supported Modsurfer Supported NVIDIA Triton Inference Server Not Supported SurrealDB Supported Zellij Supported ai-coustics Supported fastText Supported Show More Integrations View All 20 Integrations
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