Drive faster breakthroughs through faster code: Get more results on your hardware today and carry your code forward to the future with code modernization.
URL: https://github.com/artecs-group/k-means
This work uses the k-means algorithm to asses the performance portability of one of the most advanced implementations of the literature, He-Vialle, over different programming models (DPC++, CUDA, OpenMP) and multi-vendor CPU-GPU architectures.
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URL: https://github.com/olutosinbanjo/direction_field
This project demonstrates the visualization of a direction field with Python using the differential equation of a falling object as a case study. The effectiveness of Heterogeneous Computing is also shown by exploring optimized libraries & added functionalities in Intel® Distribution for Python*.
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URL: https://github.com/seqan/seqan3
This project targets specifically the acceleration of the pairwise alignment algorithms and pattern matching algorithms contained in the SeqAn library.
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URL: https://github.com/DeciSym
DeciSym.AI Engine is a triple store database tuned for HPC and Cloud Computing deployments of AI/ML workflows.
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URL: https://gitlab.com/cerl/mamba/
A library-based programming model for C, C++ and Fortran based on Managed Abstract Memory Arrays, aiming to deliver simplified and efficient usage of diverse memory systems to application developers in a performance portable way.
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a systolic none deterministic and intercrosses communication support to make dataflow pipeline applications more reliable, more flexible for producing high-performance computing. The basic idea behind this work is to obtain a dynamic reconfigurable interconnection structure for FPGA dataflow applica
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URL: https://github.com/IntelPython/dpctl.git
Dpctl provides Python SYCL bindings and SYCL-based Python Array API library. The dpctl simplifies building Python native extensions that use oneAPI DPC++ to implement portable data-parallel functions, as well as implements such extensions for its array library.
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URL: https://github.com/beehive-lab/TornadoVM
TornadoVM is an open-source software technology that automatically accelerates Java programs on multi-core CPUs, GPUs, and FPGAs.
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URL: https://github.com/ICME-India/MicroSim
Phase field technique is used to simulate microstructure evolution during materials processing such as 3D printing and additive manufacturing apart from traditional manufacturing techniques like welding, casting etc. These non-linear PDE solvers are compute intensive and also memory intensive.
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URL: https://github.com/oneTBB-UMA/vivid-oneAPI
Heterogeneous image processing using some of the most popular features of oneAPI.
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URL: https://github.com/Shmarvadon/Mandlebrot_Plot
This is a program i designed to plot the Mandelbrot set, it can do this either with 1 thread, all threads or utilising SYCL via intels DPC++ compiler included in OneAPI toolkit to use GPU acceleration.
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URL: https://github.com/adamtuft/ompt-target-events
Using the OpenMP tool interface in the oneAPI OpenMP implementation to observe GPU runtime events on Intel GPUs.
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URL: https://github.com/robertszafa/sycl-kernels-mem-reduced
A novel algorithm to aggressively reduce on-chip block RAM (BRAM) and off-chip DRAM utilisation of stencil codes running on FPGAs. The algorithm extracts memory accesses from computational pipelines and removes all redundant intermediate arrays, including those used for stencil buffering.
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URL: https://gitlab.com/pnookala/llvm-openmp.git
XTASK enables extreme fine-grained parallelism across modern many-core architectures with hundreds of cores by implementing a novel lock-less multiple producer multiple consumer, out-of-order queuing mechanism for managing parallel tasks.
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URL: https://github.com/SC-SGS/PLSSVM
We propose the PLSSVM library, which efficiently brings SVMs to massively parallel accelerators. It implements the basic functionality of the most widely used SVM library, LIBSVM, and can target different hardware from various vendors by using our backends: OpenMP, CUDA, HIP, OpenCL, and SYCL.
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URL: https://github.com/Gavin-Development
Gavin AI is a project, created by Scot_Survivor (Joshua Shiells) & ShmarvDogg, which aims to have Englsih human like conversations through the use of AI and ML. Gavin works on the Transformer architecture however, Performer & FNet architectures are being investigated for better scaling.
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URL: https://gitlab.com/NERSC/nersc-proxies
This project intends to evaluate OpenMP/SYCL programming models on Intel DevCloud through the use of HPC proxy apps.
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URL: https://xingyuanjie.top/2021/10/23/AVX%E5%90%91%E9%87%8F%E5%8C%96%E5%AD%A6%E4%B9%A0(%E4%B8%80)/
Summary of OneApi-HPC-AVX Add two double arrays using the AVX instruction
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URL: Adapt3DStruMesh
Creation of 3D Mesh for structured grid and refining process
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URL: https://github.com/SC-SGS/Distributed_GPU_LSH_using_SYCL
In the age of AI, algorithms must efficiently cope with vast data sets. We propose a performance-portable implementation of Locality-Sensitive Hashing (LSH), an approximate k-nearest neighbors algorithm, using different SYCL implementations—ComputeCpp, hipSYCL, DPC++—supporting multiple GPUs.
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