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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…] |
Listen/download audio 37:20
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Categories: Audio Podcast, Code Together, Intel Tags: 3dsmax, C++, Chaos V-Ray, Devlopers, GPU, Intel, Intel Path Guiding Library, Maya, oneAPI, OpenPGL, Path guiding, Path tracing, ray tracing, rendering
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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…] |
Listen/download audio 27:53
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Categories: Audio Podcast, Code Together, Intel Tags: Argonne, Aurora, Aurora Supercomputer, C++, cross-architecture, developers, GPU, Hardware Accelerators, high performance computing, HPC, James Reinders, Kokkos, Nevin Liber, oneAPI, Open Source, parallel programming, SYCL
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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…] |
Listen/download audio 16:12
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Categories: Audio Podcast, Code Together, Intel Tags: AI, AMD, C++, Codeplay, developer, GPGPU, GPU, Intel, multi-architecture, Multi-vendor, multiarchitecture, Multivendor, NVIDIA, oneAPI, SYCL
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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…] |
Listen/download audio 18:45
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Categories: Audio Podcast, Code Together, Intel Tags: C++, Code Migration, code portability, CodeMigration, Cpp, cross-architecture, CrossArchitecture, developer, developers, heterogeneous programming, HeterogeneousProgramming, high performance computing, HPC, Noah Clemons, oneAPI, Opensource, Parallel Computing, parallel programming, ParallelComputing, Roberto Di Remigio Eikås, SYCL, SYCL standard
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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…] |
Listen/download audio 19:04
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Categories: Audio Podcast, Code Together, Intel Tags: 3D, Anne Bowen, C++, data analytics, developers, Donna Nemshick, Embree, Frontera, graphics, Intel, large data sets, oneAPI, Open Source, OpenVKL, Optane, OSPray, ParaView, ray tracing, rendering, rendering tool, scientific visualization, scivis, TACC, Texas Advanced Computing Center, visualization, VMD
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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…] |
Listen/download audio 26:36
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Categories: Code Together, Intel Tags: C++, developers, Intel, Intel Distribution of Python, Intel oneAPI AI Analytics Toolkit, NumPy, oneAPI, Pandas, Python, Python Data API Consortium, Python libraries, Pytorch, scikit-learn, SciPy, TensorFlow
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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…] |
Listen/download audio 21:22
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Categories: Audio Podcast, Code Together, Intel Tags: C++, developers, DPC++, George Silva, Ginkgo, Ginkgo project, Hartwig Anzt, heterogeneous programming, Intel, Intel DPC++ Compatibility Tool, Intel oneAPI Toolkit, oneAPI, sparse linear library, Terry Cojean
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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…] |
Listen/download audio 27:16
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Categories: Audio Podcast, Code Together, Intel Tags: accelerator, Argonne, Argonne Leadership Computing Facility, Aurora, Berkeley Lab, C++, Codeplay Software, CPU, CUDA, Data Parallel C++, DPC++, ecosystem, GPU, HPC, Lawrence Berkeley Lab, LLVM, National Energy for Research Scientific Computing Center, NERSC, oneAPI, oneDNN, oneMKL, open communities, Open Standards, Perlmutter, portability, Supercomputer, SYCL
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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…] |
Listen/download audio 18:02
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Categories: Audio Podcast, Code Together, Intel Tags: accelerator, Argonne, Argonne Leadership Computing Facility, Aurora, Berkeley Lab, C++, Codeplay Software, CPU, CUDA, Data Parallel C++, DPC++, ecosystem, GPU, HPC, Lawrence Berkeley Lab, LLVM, National Energy for Research Scientific Computing Center, NERSC, oneAPI, oneDNN, oneMKL, open communities, Open Standards, Perlmutter, portability, Supercomputer, SYCL, Tensor Core
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“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…] |
Listen/download audio 15:07
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Categories: Artificial Intelligence, Audio Podcast, Code Together, Intel Tags: acceleration, AI, ArrayFire, artificial intelligence, C++, Data Parallel C++, data parallelism, DPC++, Edge, edge computing, GPU, heterogeneous computing, James Reinders, John Melonakos, oneAPI, Open Standards, parallelism, SYCL
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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…] |
Listen/download audio 23:22
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Categories: Audio Podcast, Code Together, Intel Tags: AI, Andrey Alekseenko, biophysics, C++, COVID, cross-architecture, CUDA, distributed computing, DPC++, electrostatic, Erik Lindahl, exascale, floating point operations, GROMACS, heterogeneous, HPC, KTH Royal Institute of Technology, ligno-cellulose, MD, molecular, molecular dynamics, molecular simulation, oneAPI, pandemic, parallel programming, parallelism, Roland Schulz, SciLifeLab, SIMD, Stockholm University, Supercomputing, SYCL
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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…] |
Listen/download audio 25:25
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Categories: Audio Podcast, Code Together, Intel Tags: accessors, Aksel Alpay, AMD, backend, buffers, C++, Center of Excellence, Clang, Codeplay, compiler, ComputeCpp, cross-architecture, CUDA, DPC++, FPGA, GPU, Heidelberg University, heterogeneous, hipSYCL, HPC, Intel, Jeff Hammond, kernel, kernel library, Khronos Group, Kokkos, LLVM, MPI, NVIDIA, oneAPI, Open Source, Open Standards, OpenACC, OpenCL, OpenMP, Parallel Research Kernels, parallelism, pointers, queue, software programming, SYCL, SYCL 2020, task graph, tool chain, triSYCL, unified shared memory, Xilinx
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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…] |
Listen/download audio 28:37
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Categories: Audio Podcast, Code Together, Intel Tags: C++, deep neural network, DPC++, heterogeneous, high performance computing, hipSYCL, HPC, Intel DevCloud, libraries, Math Kernel Library, MPI, oneAPI, oneDNN, oneMKL, Open Standards, parallel programming, parallelism, portability, Standards, SYCL, Threading Building Blocks, triSYCL
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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…] |
Listen/download audio 23:28
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Categories: Audio Podcast, Code Together, Intel Tags: Accelerators, C++, CUDA, DPC++, heterogeneous, high performance computing, HPC, Kokkos RAJA, loop transformations, offloading, oneAPI, OpenCL, OpenMP, parallel loops, parallel programming, parallelism, Python, SYCL
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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…] |
Listen/download audio 19:26
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Categories: Audio Podcast, Code Together, Intel Tags: Agriculture, AI, artificial intelligence, C++, climate change, CPU, crop yield, Diversity, DPC++, emergency response, GPU, heterogeneous, inclusion, Intel, Intel DevCloud, machine learning, medical, meteorological data, oneAPI, OpenCL, programming, Science Systems and Applications Inc., STEM, SYCL, TBB, unified shared memory, University of Malaga, USM
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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…] |
Listen/download audio 21:39
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Categories: Audio Podcast, Code Together, Intel Tags: C++, compiler, CPU, developers, DPC++, Dr. James Brodman, exascale, GPU, heterogeneous, high performance computing, HPC, Intel, Intel DevCloud, modern C++, oneAPI, Open Standards, OpenCL, OpenMP, parallel programming, parallelism, performance, portability, programming, Supercomputer, Supercomputing, Supercomputing 2020, SYCL, SYCL 2020, Tom Deakin, University of Bristol
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In Part I of two episodes about GROMACS, one of the world’s most widely used open source molecular dynamics (MD) applications, Erik Lindahl, Biophysics Professor at Stockholm University & KTH Royal Institute of Technology, and Roland Schulz, Parallel Software Engineer [See the full post…] |
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Categories: Audio Podcast, Code Together, Intel Tags: AI, biophysics, C++, Coulomb’s Law of Interaction, COVID, CUDA, developers, distributed computing, DPC++, electrostatic, exascale, floating point operations, Folding@home, GROMACS, HPC, KTH Royal Institute of Technology, ligno-cellulose, MD, molecular, molecular dynamics, molecular simulation, oneAPI, pandemic, parallel programming, parallelism, protein folding, SIMD, Stockholm University, Supercomputing, SYCL
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Krystian Ligenza, Autodesk Maya Software Architect, and Mike Voss, Intel Principal Engineer, talk about how the need for immersive experiences in VFX and 3D animated movies and games has driven the need for increasingly more capable (and complex) software and [See the full post…] |
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Categories: Audio Podcast, Code Together, Intel Tags: 3D, animation, animation studio, authoring graph, AutoDesk, C++, character animation, computer animation software, CPU, DPC++, Entertainment, flow graph, game, game developer, Game Development, GPU, heterogeneous programming, Krystian Ligenza, Maya, Media, modeling, modeling animation, motion picture, MotionBuilder, non-uniform memory access, NUMA, oneAPI, oneTBB, parallel programming, parallelism, rendering, simulation, software development, software tools, TBB, Threading Building Blocks, VFX, Visual effects
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Is oneAPI living up to its promise? How do oneAPI and DPC++ relate to the Khronos Group SYCL and ISO C++ standards? Andrew Richards, Codeplay Software CEO, and Hal Finkel, Lead for Compiler Technology and Programming Languages at Argonne National [See the full post…] |
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Categories: Audio Podcast, Code Together, Intel Tags: accelerator, Andrew Richards, Argonne, C++, CGRA, Codeplay, compute-intensive, CPU, cross-architecture, CUDA, data-intensive, DPC++, FPGA, GPU, Hal Finkel, heterogeneous computing, high performance computing, HPC, Intel, ISO, Khronos Group, NVIDIA, oneAPI, Open Source, Open Standards, OpenCL, Programming Languages, programming models, software programming, Supercomputer, SYCL, unified shared memory, USM
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Ronan Keryell, principal software engineer at Xilinx, and Jeff Hammond, principal engineer at Intel, explain why open collaboration — modeled through open source and open standards — is key to solving some of today’s biggest challenges in research and industry, [See the full post…] |
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Categories: Audio Podcast, Code Together, Intel Tags: AMD, C++, CGRA, Codeplay, ComputeCpp, CPU, cross-architecture, CUDA, DPC++, FPGA, GPU, heterogeneous computing, hipSYCL, HPC, Intel, ISO, Khronos Group, NVIDIA, oneAPI, Open Source, Open Standards, OpenCL, OpenMP, Programming Languages, programming models, Ronan Keryell, software programming, Supercomputing, SYCL, triSYCL, unified shared memory, USM, Xilinx
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Existing math kernel libraries have lacked portability across heterogeneous platforms—until now. A unifying programming model—and availability of standard library interfaces—enables development of performance-portable libraries among diverse hardware architectures. In this episode, Julia Sukharina, Senior Engineering Manager at Intel, and Mehdi [See the full post…] |
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Categories: Audio Podcast, Code Together, Intel Tags: BLAS, C++, Codeplay Software, compute-intensive, CuBLAS, CUDA, Data Parallel C++, data-intensive, developers, DPC++, GPU, heterogeneous, Intel Math Kernel Library, Julia Sukharina, libraries, linear algebra, math, math libraries, Mehdi Goli, MKL, NVIDIA, oneMKL, OpenCL, SYCL
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In this episode of Code Together, Geoff Lowney, Senior Fellow at Intel, and Andrew Richards, CEO at Codeplay Software, discuss the value of standards in enabling hardware and software developers to collaborate and innovate. From the early days of video [See the full post…] |
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Categories: Artificial Intelligence, Audio Podcast, Code Together, Intel Tags: Accelerators, AI, artificial intelligence, C++, compilers, compute-intensive, CPU, CUDA, data parallel, data-intensive, developers, exascale, Geoff Lowney, GPU, high performance computing, HPC, Khronos, Khronos Group, LLVM, NVIDIA, oneAPI, Open Source, OpenCL, parallel programming, parallelism, Standards, SYCL
Categories: Artificial Intelligence, Audio Podcast, Code Together, Intel Tags: Alice Chan, Argonne National Lab, artificial intelligence, C++, Compiler Engineering, Compiler Technology, cross-architecture, CUDA, developers, DPC++, GPU, Hal Finkel, hardware abstraction, heterogeneous, Khronos, machine learning, oneAPI, Programming Languages, programming portability, SYCL