Chainer vs. NVIDIA RAPIDS Comparison


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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 The RAPIDS suite of software libraries, built on CUDA-X AI, gives you the freedom to execute end-to-end data science and analytics pipelines entirely on GPUs. It relies on NVIDIA® CUDA® primitives for low-level compute optimization, but exposes that GPU parallelism and high-bandwidth memory speed through user-friendly Python interfaces. RAPIDS also focuses on common data preparation tasks for analytics and data science. This includes a familiar DataFrame API that integrates with a variety of machine learning algorithms for end-to-end pipeline accelerations without paying typical serialization costs. RAPIDS also includes support for multi-node, multi-GPU deployments, enabling vastly accelerated processing and training on much larger dataset sizes. Accelerate your Python data science toolchain with minimal code changes and no new tools to learn. Increase machine learning model accuracy by iterating on models faster and deploying them more frequently.
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 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 Enterprises in search of a solution to execute end-to-end data science and analytics pipelines entirely on GPUs
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 Supported	API Offers API Not Supported
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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 Supported In Person Supported
Company Information Chainer Japan chainer.org	Company Information NVIDIA Founded: 1993 United States developer.nvidia.com/rapids
Alternatives Darknet	Alternatives NVIDIA Magnum IO NVIDIA
Microsoft Cognitive Toolkit Microsoft	Cloudera Data Science Workbench Cloudera
Torch	Azure Data Science Virtual Machines Microsoft
Zebra by Mipsology Mipsology	Google Cloud Deep Learning VM Image Google
MXNet The Apache Software Foundation View All	Domino Enterprise AI Platform Domino Data Lab View All
Categories AI/ML Model Training Supported Neural Network Supported	Categories AI Infrastructure Supported Data Science Supported

Integrations IBM Cloud Supported AWS Elastic Fabric Adapter (EFA) Supported Amazon Web Services (AWS) Supported Apache Spark Not Supported Capital One Spark Business Banking Not Supported Databricks Not Supported Domino Enterprise AI Platform Not Supported Google Cloud Deep Learning VM Image Supported Gradient Not Supported HEAVY.AI Not Supported HPE Ezmeral Data Fabric Not Supported Iguazio Not Supported Microsoft 365 Supported NVIDIA FLARE Not Supported Nuclio Not Supported Plotly Dash Not Supported Show More Integrations View All 7 Integrations	Integrations IBM Cloud Supported AWS Elastic Fabric Adapter (EFA) Not Supported Amazon Web Services (AWS) Not Supported Apache Spark Supported Capital One Spark Business Banking Supported Databricks Supported Domino Enterprise AI Platform Supported Google Cloud Deep Learning VM Image Not Supported Gradient Supported HEAVY.AI Supported HPE Ezmeral Data Fabric Supported Iguazio Supported Microsoft 365 Not Supported NVIDIA FLARE Supported Nuclio Supported Plotly Dash Supported Show More Integrations View All 17 Integrations
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