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Hugging Face and Intel – Driving Towards Practical, Faster, Democratized and Ethical AI solutions

Hugging Face and Intel – Driving Towards Practical, Faster, Democratized and Ethical AI solutions

Transformer models are the powerful neural networks that have become the standard for delivering advanced performance behind these innovations. But there is a challenge: Training these deep learning models at scale and doing inference on them requires a large amount [See the full post…]

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Categories: Audio Podcast, Code Together, Intel Tags: , , , , , , , , , , , , , ,

oneAPI in Practice – How Digital Cortex is leveraging oneAPI to provide scalable, on-demand access to xPU processors

oneAPI in Practice – How Digital Cortex is leveraging oneAPI to provide scalable, on-demand access to xPU processors

As the world moves towards more specialized hardware like GPUs, Google TPUs, Habana Gaudi (HPU), FPGAs, etc, enabling developers to run their code on the most efficient hardware can be challenging. Intel oneAPI and xPUs are at the vanguard of [See the full post…]

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Ray Tracing, Path Tracing & Path Guiding – Finding the Light (efficiently) with Chaos and OpenPGL

February 23rd, 2023 |
Ray Tracing, Path Tracing & Path Guiding – Finding the Light (efficiently) with Chaos and OpenPGL

Over the last couple of decades, the world of computer graphics has been growing at an amazing rate.  From animated movies to video games, consumers have reaped the benefits of these technological advances.  One of the latest algorithmic advances in [See the full post…]

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Categories: Audio Podcast, Code Together, Intel Tags: , , , , , , , , , , , , ,

Quantum Computing, How Intel is Driving Towards a Probabilistic Future

February 7th, 2023 |
Quantum Computing, How Intel is Driving Towards a Probabilistic Future

Quantum computing technology is becoming more viable, which means programming models are going to have to be created to harness this potentially world changing technology. To many developers, understanding the possibilities of quantum computing and moving from a binary world [See the full post…]

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Impact from AI in 5 days – How High Schoolers Beat Professional Data Scientists

Impact from AI in 5 days – How High Schoolers Beat Professional Data Scientists

AI is the new hot thing in business. Everyone wants to talk about how they are harnessing AI to make their business better. However this is not a trivial process, and maybe companies are left wondering what went wrong. Aible [See the full post…]

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Categories: Artificial Intelligence, Audio Podcast, Code Together, Intel Tags: , , , , , , , , ,

Chest-rAi, Enabling Better Patient Experiences through AI and Intel Acceleration

December 27th, 2022 |
Chest-rAi, Enabling Better Patient Experiences through AI and Intel Acceleration

As AI becomes more prevelent in society, one of the biggest questions is how can we take AI and harness it for good? One area that is extremely active is healthcare. AI is being explored across a variety of disciplines [See the full post…]

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C++, SYCL, Kokkos – How C++ and Collaborative, Accelerator Programming Models Enable the Aurora Supercomputer

December 23rd, 2022 |
C++, SYCL, Kokkos – How C++ and Collaborative, Accelerator Programming Models Enable the Aurora Supercomputer

The accelerator landscape has been rapidly changing over the past decade, and as super computers come online, they face the challenge of supporting the latest and greatest accelerators. Through use of C++. Kokkos and SYCL, the engineers working on the [See the full post…]

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Intel oneAPI 2023 Toolkits and Codeplay Software – New Plug-In Support for NVIDIA and AMD GPUs

December 16th, 2022 |
Intel oneAPI 2023 Toolkits and Codeplay Software – New Plug-In Support for NVIDIA and AMD GPUs

Today, Codeplay Software announces expanding oneAPI for Nvidia and AMD GPUs, making multiarchitecture, multivendor programming much easier. This includes new plugins: oneAPI for Nvidia GPUs and oneAPI for AMD GPUs (beta).

Software developers are increasingly looking to move away from [See the full post…]

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How Copilot, ChatGPT, Stable Diffusion and Generative AI Will Change How We Develop, Work and Live

December 8th, 2022 |
How Copilot, ChatGPT, Stable Diffusion and Generative AI Will Change How We Develop, Work and Live

ChatGPT, DALL-E, Stable Diffusion and other generative AI have rapidly captivated the public. They provide new, easy ways, to create new content based on AI models that have been trained on large, public data sets. How does this technology work? [See the full post…]

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Categories: Artificial Intelligence, Code Together, Intel Tags: , , , , , , , , , , , , , ,

How Two University Students are Building an AI Chat Bot Using TensorFlow and oneAPI

December 1st, 2022 |
How Two University Students are Building an AI Chat Bot Using TensorFlow and oneAPI

Parallel programming models are often used on large scale systems, with huge datasets and a large amount of obvious parallelism. In this podcast, Tony talks to two university students that are building a chat bot using consumer hardware and standard [See the full post…]

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Driving AI in a Hybrid Cloud Environment

November 16th, 2022 |
Driving AI in a Hybrid Cloud Environment

One of the greatest challenges to using AI/ML in industry is reducing your time to solution so that your data scientist and engineers have a chance to iterate. Setting up a machine learning pipeline from scratch can be a complexity [See the full post…]

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Categories: Audio Podcast, Cloud Computing, Code Together, Intel Tags: , , , , , , , , , , , , , , , , , , , , , , , ,

Aurora and AI for Science

October 28th, 2022 |
Aurora and AI for Science

The Argonne Leadership Computing Facility (ALCF) and Intel are working together on Aurora, an Exascale supercomputer. As the ALCF and Intel prepare for Aurora, we consider how we will use this Exascale system to support AI for Science. Learn about [See the full post…]

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Aurora and the Convergence of HPC, AI and Big Data Analytics

October 18th, 2022 |
Aurora and the Convergence of HPC, AI and Big Data Analytics

The Argonne Leadership Computing Facility (ALCF) and Intel are working together on Aurora, an Exascale supercomputer. As the ALCF and Intel prepare for Aurora, learn about the convergence of High Performance Computing (HPC), Artificial Intelligence (AI) and big data analytics. [See the full post…]

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Enabling AI solutions from the Desktop to the Cloud

October 14th, 2022 |
Enabling AI solutions from the Desktop to the Cloud

As AI continues to play an ever-increasing role in applications and decision-making, the challenges facing developers of these AI workloads continue to expand higher and higher. Through this talk, gain a deeper understanding of the current landscape and challenges facing [See the full post…]

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Categories: Artificial Intelligence, Audio Podcast, Cloud Computing, Code Together, Intel Tags: , , , , , , , , , , ,

Preparing Applications for Aurora in the Exascale Era

Preparing Applications for Aurora in the Exascale Era

Intel, HPE, and Argonne National Lab are collaborating closely to deliver Aurora. Built on Intel’s architecture, Aurora will be Argonne’s first Exascale, high performance computing system. Its performance is expected to exceed exaflops, which is 2 billion billion calculations per [See the full post…]

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Synthetic DNA & oneAPI :: Revolutionizing the Digital Storage

Synthetic DNA & oneAPI :: Revolutionizing the Digital Storage

The exponential growth of data generation and the need for it’s storage is driving the next phase of innovation in data storage. Scientists are now able to store information as molecules of DNA, which both scalable and accurate. With the [See the full post…]

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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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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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