Code Together
51 episodes — Page 1 of 2
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...[…]
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...[…]
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...[…]
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...[…]
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...[…]
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...[…]
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...[…]
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...[…]
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...[…]
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....[…]
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...[…]
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...[…]
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...[…]
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...[…]
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...[…]
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...[…]
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...[…]
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,...[…]
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...[…]
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...[…]
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...[…]
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...[…]
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...[…]
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...[…]
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...[…]
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...[…]
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...[…]
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...[…]
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...[…]
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...[…]
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...[…]
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...[…]
On a Mission of Disaster Management & Scientific Discoveries
We explore the critical role of visualization and visual analytics in disaster management and medical research with Paul Navrátil, Director...[…]
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...[…]
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...[…]
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...[…]
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...[…]
At the OpenMP Forefront
Who better to have a spicy discussion with about #OpenMP than Tim Mattson and Bronis de Supinski? These two have...[…]
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,...[…]
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...[…]
Optimizing HPC Clusters: Meeting the Challenges of Today and Tomorrow
As high performance computing (HPC) moves far beyond its traditional users to the domains of AI, machine learning, enterprises and...[…]
An Open Road to Swift Dataframe Scaling
Data scientists spend 60% of their time cleaning and preprocessing data, transforming this dirty data into crystallized insights. Dataframes, such...[…]
Pushing the Boundaries of What’s Possible
To deliver increasingly captivating stories in the world of animated movies takes passion and determination. The passion to continually push...[…]
Understanding Our World through GROMACS (Part I of II)
In Part I of two episodes about GROMACS, one of the world's most widely used open source molecular dynamics (MD)...[…]
Let Us Entertain You
Krystian Ligenza, Autodesk Maya Software Architect, and Mike Voss, Intel Principal Engineer, talk about how the need for immersive experiences...[…]
Why oneAPI?
Is oneAPI living up to its promise? How do oneAPI and DPC++ relate to the Khronos Group SYCL and ISO...[…]
Collaborating to Build a Heterogeneous Future
Ronan Keryell, principal software engineer at Xilinx, and Jeff Hammond, principal engineer at Intel, explain why open collaboration -- modeled...[…]
Bridging Performance Abstraction Layers in Data Science
Peter Wang, CEO and Co-Founder of Anaconda, explains the series of happy accidents that have led to organic adoption of...[…]
Porting Math Libraries Across Heterogeneous Architectures
Existing math kernel libraries have lacked portability across heterogeneous platforms—until now. A unifying programming model—and availability of standard library interfaces—enables...[…]
Sparking Innovation through Standards
In this episode of Code Together, Geoff Lowney, Senior Fellow at Intel, and Andrew Richards, CEO at Codeplay Software, discuss...[…]