Chainer vs. MXNet Comparison


Chainer	MXNet The Apache Software Foundation	+	+
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About A powerful, flexible, and intuitive framework for neural networks. Chainer supports CUDA computation. It only requires a few lines of code to leverage a GPU. It also runs on multiple GPUs with little effort. Chainer supports various network architectures including feed-forward nets, convnets, recurrent nets and recursive nets. It also supports per-batch architectures. Forward computation can include any control flow statements of Python without lacking the ability of backpropagation. It makes code intuitive and easy to debug. Comes with ChainerRLA, a library that implements various state-of-the-art deep reinforcement algorithms. Also, with ChainerCVA, a collection of tools to train and run neural networks for computer vision tasks. Chainer supports CUDA computation. It only requires a few lines of code to leverage a GPU. It also runs on multiple GPUs with little effort.	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 Researchers, developers, and anyone looking for an intuitive framework solution designed for neural networks	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 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 Chainer Japan chainer.org	Company Information The Apache Software Foundation Founded: 1999 United States mxnet.apache.org
Alternatives Darknet	Alternatives Deeplearning4j
Microsoft Cognitive Toolkit Microsoft	AWS Deep Learning AMIs Amazon
Torch	Horovod
Zebra by Mipsology Mipsology	Apache NuttX Apache
MXNet The Apache Software Foundation View All	Caffe BAIR View All
Categories AI/ML Model Training Supported Neural Network Supported	Categories AI Development Supported AI/ML Model Training Supported Deep Learning Supported Neural Network Supported

Integrations AWS Elastic Fabric Adapter (EFA) Supported Google Cloud Deep Learning VM Image Supported AWS Marketplace Not Supported Amazon EC2 Inf1 Instances Not Supported Amazon EC2 P4 Instances Not Supported Amazon Elastic Inference Not Supported Amazon SageMaker Debugger Not Supported Amazon SageMaker Model Building Not Supported Amazon Web Services (AWS) Supported GPUonCLOUD Not Supported Guild AI Not Supported Horovod Not Supported IBM Cloud Supported LeaderGPU Not Supported MLReef Not Supported Microsoft 365 Supported NVIDIA DRIVE Supported NVIDIA Triton Inference Server Not Supported Show More Integrations View All 7 Integrations	Integrations AWS Elastic Fabric Adapter (EFA) Supported Google Cloud Deep Learning VM Image Supported AWS Marketplace Supported Amazon EC2 Inf1 Instances Supported Amazon EC2 P4 Instances Supported Amazon Elastic Inference Supported Amazon SageMaker Debugger Supported Amazon SageMaker Model Building Supported Amazon Web Services (AWS) Not Supported GPUonCLOUD Supported Guild AI Supported Horovod Supported IBM Cloud Not Supported LeaderGPU Supported MLReef Supported Microsoft 365 Not Supported NVIDIA DRIVE Not Supported NVIDIA Triton Inference Server Supported Show More Integrations View All 18 Integrations
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