Machine Learning


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Go Beyond Analysis to Real-World Application

Analytics helps you understand what your data means. Machine learning helps you use it.

Start with the right partner.

We've been helping visionaries like you solve the most complex computing problems for over four decades.

Machine Learning* is a critical application today. Its reach extends from security to healthcare to market personalization. And its potential continues to grow. But there’s a catch. Without the right platforms, tools and processing power to transform it into something meaningful, the data that powers machine learning remains only that — potential.

*machine learning is a subset of artificial intelligence that explores the study and construction of algorithms that can learn from and make predictions on data; the science of getting computers to learn and act on data without being explicitly programmed

Learn Alongside Us

We partner with industry leaders like NVIDIA and Intel to provide you with the training to master and implement machine and deep learning. Our Cray Accel Artificial Intelligence Lab focuses on the application, incubation and advancement of supercomputing technologies in AI. With access to Cray systems powered by Intel® Xeon® Scalable processors and NVIDIA® Tesla® GPU accelerators, as well as Cray AI experts, you can learn about the latest advanced optimization techniques for machine and deep learning frameworks.

Get started with Cray Accel AI

Machine learning benefits are powerful but elusive.

The benefits offered by machine learning are staggering. Its predictive capabilities will revolutionize industries from finance to healthcare to retail. But the computational challenge it presents is equally staggering. Applying machine learning techniques requires production-grade machine learning workflows — data preparation, model development, model training, model testing, inference and classification. The endless accumulation and digitization of data, demand for faster results, and growth in machine learning use cases puts IT infrastructures under immense strain.

How to capture the benefits

Cray is your machine learning champion. Our hardware and software solutions are ideally suited to machine learning workflows. And with Cray you have the assurance of over 45 years of experience building solutions for every kind of computational problem. The same supercomputer systems used to predict the weather, explore the cosmos, and make vehicles safer can also power the discovery and automation being made possible by machine learning.

Whether you’re just starting out or well into using machine learning, Cray has CPU and GPU-based systems that can grow with you, and full suites of software and machine learning frameworks and tools to speed you through every step of the workflow.


The Cray® Urika®-XC AI & Analytics suite brings big data analytics, machine learning, distributed deep learning and large-scale graph processing to the Cray® XC™ series supercomputer. The Cray XC-based solution is ideal for organizations running traditional HPC workloads who want to expand into artificial intelligence. It includes popular big data and data science tools such as Apache® Spark™, Python-based tools and libraries, and Jupyter notebooks. The Urika-XC suite also includes the powerful Cray Graph Engine for big data graph pattern recognition and discovery applications.

Successful artificial intelligence projects depend on giving your data scientists and engineers access to the right tools at the right time. Our Cray® Urika®-CS AI & Analytics suite integrates popular open-source big data analytics, machine learning and distributed deep learning tools into ready-to-run containers so you can take advantage of the performance and scale of Cray® CS™ series cluster supercomputers.

Built for speed and scale, and exploiting the performance made available by the latest NVIDIA Tesla GPUs, the Cray® CS-Storm™ cluster system is the right choice for organizations focused on speeding their model development and model training.

Machine learning is data-heavy and computationally intense. You need a system built for production-grade machine learning workflows. The Cray® Urika®-GX agile analytics platform has the muscle and the data and machine learning tools for the toughest machine learning tasks.


AI at the Speed of Supercomputing

Wherever you are in your AI journey, Cray solutions help you achieve your goals.

Artificial Intelligence >

Cray Deep Learning Technology

With Cray technologies, deep learning is as boundless as the intelligence it aims to mimic.

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Cray Accel Artificial Intelligence Lab

Get the training you need to implement machine and deep learning with the Accel AI Lab.

Accel AI Lab >

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