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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…] |
Listen/download audio 15:47
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Categories: Audio Podcast, Code Together, Intel Tags: Aleksandar Ilic, cache-aware, CPU, cross-architecture, Diogo Augusto Pereira Marques, DPC++, energy efficiency, GPU, heterogeneous, HPC, INESC-ID, Intel Advisor, IST, oneAPI, performance ceiling, performance limit, power, roofline analysis, roofline model, SYCL, Universidad de Lisboa, University of Lisbon
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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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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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As high performance computing (HPC) moves far beyond its traditional users to the domains of AI, machine learning, enterprises and the cloud, and heterogeneous programming becomes the norm, Nico Mittenzwey, senior HPC engineer at Megware Computer, and Mike Lee, technical, [See the full post…] |
Listen/download audio 16:37
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Categories: Audio Podcast, Cloud Computing, Code Together, Intel Tags: AI, Argonne National Lab, CH4, cloud, CPU, DAOS, DPC++, Ethernet, exascale, fault tolerance, German Federal Waterways Engineering and Research Institute, GPU, heterogeneous, high performance computing, HPC, HPC applications, HPC clusters, Infiniband, Intel MPI library, Intel Optane, Julich Supercomputing Center, Lichtenberg II, machine learning, Megware Computer, MPI, MPI application, MPI implementation, MPI library, MPICH, Omni-Path, oneAPI, OpenFOAM, OpenMPI, simulation, TU Darmstadt
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Data scientists spend 60% of their time cleaning and preprocessing data, transforming this dirty data into crystallized insights. Dataframes, such as Pandas, provide exceptional tooling to address data wrangling tasks, yet Pandas themselves increasingly lack ease and speed as they [See the full post…] |
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Categories: Audio Podcast, Code Together, Intel Tags: Alex Baden, algebra, Apache Arrow, CPU, data analytics, data preprocessing, Data Science, data science pipeline, data scientist, database, dataframe, Devin Petersohn, DPC++, GPU, heterogeneous, Intel, Intel AI Analytics Toolkit, Intel Optane, just-in-time compilation, LLVM, Modin, NoSQL, OmniSci, OmniSciDB, oneAPI, Open Source, Pandas, Python, scikit-learn, SQL, VTune Profiler
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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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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
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An Intel engineer, speaking in anonymity, worked on the team that created new multicore system-on-a-chip processors, formerly codenamed “Bay Trail,” for tablets, 2 in 1 devices, all-in-ones, laptops and desktops. The processors are essentially, the “brain” for many of the [See the full post…] |
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Categories: HD Video, Intel, Video Podcast Tags: 22 nanometer, Android, Atom, Atom microprocessor, Atom processor, Bay Trail, chip, computer chip, CPU, graphics, Intel, microprocessor, nanometer, power efficiency, processor, quad core, retina, retina display, SoC, System on a Chip, tablet, Windows