oneAPI tagged posts:

SYCL – Empowering Developers in Academia and Enterprise

SYCL – Empowering Developers in Academia and Enterprise

Ever since its introduction in 2014, SYCL has grown in popularity and adoption. It is a royalty-free, cross-platform abstraction layer that enables code for heterogeneous processors, written in a “single-source” style using C++ standards.

The flexibility to deploy across multiple [See the full post…]

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Solving for Productivity in Data Science with Modin and AI Optimizations

Solving for Productivity in Data Science with Modin and AI Optimizations

The rapid advancement in machine learning and data science fields have aided data scientists in arriving at meaningful insights. However, it’s not been an easy task to optimize machine learning infrastructures to allow data scientists to focus on their core [See the full post…]

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2021-2022 Intel IT Annual Performance Report – 20th Edition

2021-2022 Intel IT Annual Performance Report – 20th Edition

Intel has long been at the forefront of radical innovations that have revolutionized the way we live and work – beginning with the development of the first microprocessor, transforming the world as we knew it by making a new era [See the full post…]

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AI in Gaming: Empowering Game Developers

February 28th, 2022 |
AI in Gaming: Empowering Game Developers

In the gaming world, artificial intelligence (AI) is proving to be a game-changer. It has played a pivotal role in enhancing game-player’s experiences. Amongst other capabilities, Artificial intelligence is used to generate responsive, adaptive, or intelligent behaviors primarily in non-player [See the full post…]

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Behind the Scenes: Arming Researchers with Visualization Know-How

February 11th, 2022 |
Behind the Scenes: Arming Researchers with Visualization Know-How

Scientific visualization (SciVis) is a process of representing raw scientific data as images, which helps scientists improve their interpretations of large data sets. More and more, advanced visualization tools are becoming an integral part of a researcher’s analysis toolkit; and [See the full post…]

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Building Common Standards for Python Data APIs

November 1st, 2021 |
Building Common Standards for Python Data APIs

Adoption of Python has been enormous over the last decade. Why? It’s easy to use, accessible, versatile and can be used for AI, machine learning, data analytics, data visualization, and all types of science. Tune into how 3 experts are [See the full post…]

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A Big Step Forward: Moving Ginkgo to oneAPI

A Big Step Forward: Moving Ginkgo to oneAPI

Ginkgo is a production-ready, sparse linear algebra library used for HPC on GPU architectures. It’s now using oneAPI cross-architecture programming to support its foundational design with a high level of performance portability, and focus on software sustainability. ExpertsHartwig Anzt at [See the full post…]

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SciVis Unveils a Billion Cells, Covid-19 & Invisible Monsters

SciVis Unveils a Billion Cells, Covid-19 & Invisible Monsters

Scientific visualization (SciVis) is providing new insights in health care and many other research areas in ways that we couldn’t imagine a decade ago. It’s an evolving field where extracting visualizations from very large data sets can improve analysis, diagnosis [See the full post…]

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ZIB’s oneAPI Story: Discovering Portability across Multi-vendor Hardware

ZIB’s oneAPI Story: Discovering Portability across Multi-vendor Hardware

Heterogeneous programming is challenging for developers because it’s been difficult to code or forces compromises in performance. oneAPI is working to break that mold. Many HPC research centers, enterprises and developers are now adopting oneAPI. Hear from experts at Zuse [See the full post…]

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Building Cross-architecture, Cross-vendor Tools for HPC Application Developers

Building Cross-architecture, Cross-vendor Tools for HPC Application Developers

Just as a carpenter needs tools to build a house, a developer needs tools to write code and programs. This often means relying on other coders to develop tools and building on that foundation. Xiaozhu Meng, a research scientist at [See the full post…]

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Advancing Bioinformatics with Modern Hardware, HPC Compute + Software

Advancing Bioinformatics with Modern Hardware, HPC Compute + Software

Bioinformatics is advancing health-care research by using computation to understand biological data. It’s useful for large complex data sets used in determining gene and protein functions, establishing evolutionary relationships, and predicting 3D shapes of proteins. Two experts, Sergio Santander-Jimenez at [See the full post…]

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Inspiring the Next Generation of Scientists & Coders

Inspiring the Next Generation of Scientists & Coders

The next generation of scientists and coders need more than a love of science and technology. The use of supercomputers in digital design to simulation pose opportunities solving the world’s biggest questions. Katherine Riley, director of science for Argonne’s Leadership [See the full post…]

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Extending the Roofline Model

Extending the Roofline Model

INESC-ID researchers Aleksandar Ilic and Diogo Augusto Pereira Marques reveal their journey in extending Roofline Modeling for use in application optimization, known as the Cache-aware Roofline Model, or CARM, which has been incorporated into the Intel® Advisor tool and recognized [See the full post…]

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A Renaissance at the Intersection of Media & Technology

A Renaissance at the Intersection of Media & Technology

Despite its tough challenges, our global pandemic has opened the door to big opportunities, ushering in incredible innovation in visual effects and the discovery of amazing talent regardless of location. Real-time technology and tools, machine learning and artificial intelligence, and [See the full post…]

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Driving Innovation Further Faster through Open Standards

Driving Innovation Further Faster through Open Standards

Dr. Ruymán Reyes Castro, CTO at Codeplay Software, and Kevin Harms, Senior Software Developer at Argonne Leadership Computing Facility, talk about their collaboration with the National Energy for Research Scientific Computing Center (NERSC) at Lawrence Berkeley Lab to enhance the [See the full post…]

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Blazing a Trail in DPC++

Blazing a Trail in DPC++

Epistasis detection holds great promise for the prevention and treatment of diseases such as Alzheimer’s, diabetes and breast cancer. INESC-ID researchers Aleksander Ilic and Rafael Torres Campos are collaborating with other researchers and developers across Portugal through the HiPErBio Project [See the full post…]

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Acceleration at the Edge

Acceleration at the Edge

“It’s really exciting to see all the sorts of things that are becoming smart in our daily lives,” remarks John Melonakos, CEO & co-founder of ArrayFire. In this episode, John talks about the challenges he sees as heavy computational workloads [See the full post…]

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On a Mission of Disaster Management & Scientific Discoveries

Porting GROMACS Across Heterogeneous Architectures

Porting GROMACS Across Heterogeneous Architectures

In this second episode about GROMACS, one of the world’s most widely used open source molecular dynamics (MD) applications, we explore the quest to simplify portable, performant programming with Erik Lindahl, Biophysics Professor at Stockholm University & KTH Royal Institute [See the full post…]

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Expanding the SYCL 2020 Ecosystem with hipSYCL and DPC++

January 26th, 2021 |
Expanding the SYCL 2020 Ecosystem with hipSYCL and DPC++

Open standards underpin the future of heterogeneous programming, and as Intel Principal Engineer Jeff Hammond points out, SYCL has proven in many ways that “standards don’t cost you a thing and you get portability.” A modern C++ language, SYCL has [See the full post…]

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Igniting the Next Generation of Deep Learning

Igniting the Next Generation of Deep Learning

Increased processing power, massive amounts of data, and the development of more advanced algorithms have brought deep learning to the forefront, and TensorFlow has emerged as one of the world’s most popular machine learning frameworks. Penporn Koanantakool, Google Senior Software [See the full post…]

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A Proving Ground for Open Standards

December 8th, 2020 |
A Proving Ground for Open Standards

Andrew Lumsdaine, Chief Scientist at Northwest Institute for Advanced Computing, shares his journey in parallelism, from the HPC community’s early skepticism of and eventual move to C++ to build large systems, to his pursuit to develop a series of C++ [See the full post…]

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At the OpenMP Forefront

November 12th, 2020 |
At the OpenMP Forefront

Who better to have a spicy discussion with about #OpenMP than Tim Mattson and Bronis de Supinski? These two have truly lived at the forefront of the amazing, decades-long OpenMP journey, from its inception to its preeminence as a foundational [See the full post…]

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Celebrating Women Innovators: Two Trailblazers Who Are Advancing Technology

November 11th, 2020 |
Celebrating Women Innovators: Two Trailblazers Who Are Advancing Technology

Denisa Constantinescu, a PhD student in Mechatronics, and a researcher in the Computer Architecture Department at the University of Malaga, and Maura Tokay, a lead software programmer at Science Systems and Applications, Inc., and a computer scientist within the Department [See the full post…]

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In Pursuit of the Holy Grail: Portable, Performant Programming

November 3rd, 2020 |
In Pursuit of the Holy Grail: Portable, Performant Programming

Dr. Tom Deakin, senior research associate and lecturer in the High-Performance Computing Research Group at the University of Bristol, and Dr. James Brodman, software engineer at Intel, unpack the tricky topic of performance portability to reveal what this concept truly [See the full post…]

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