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/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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URL: https://github.com/VCCA2021HPC/simple-md
Demonstrate use of SYCL for a basic molecular dynamics implementation
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URL: https://github.com/danchitnis/EEsim
EEsim is a circuit simulator based on ngspice and it runs inside the browser using WebAssembly technology.
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In this project, we aim to find if FPGAs can be considered as a viable option as a hardware accelerator, and if so, how is their performance compared to existing processors like GPGPUs in various types of HPC workloads. We have an opportunity to take benefit of the recent developments in High-Level
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URL: https://github.com/nikkhiel/mediamapper
Mediamapper project plans to produce map of topics on social media based on keywords, hashtags, titles, labels, captions, search-words as well as images and videos. The name MediaMapper signifies the mapping of topics and trends on the overall social media all over the Internet.
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URL: https://github.com/norhidayahm/integral_dpcpp
This project is modified from the integral project from the course "Fundamentals of Parallelism on Intel Architecture" by Dr. Andrey Vladimirov in Coursera. The codes are converted to C++ and DPC++.
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URL: https://github.com/arrayfire/arrayfire
ArrayFire is a general-purpose tensor library that simplifies the process of software development for the parallel architectures found in CPUs, GPUs, and other hardware acceleration devices. This project is to develop a oneAPI backend to the library, which currently supports CUDA, OpenCL, and x86.
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URL: https://github.com/libocca/occa
OCCA—an open source, portable, and vendor neutral framework for parallel programming on heterogeneous platforms—is used by mission critical computational science and engineering applications of public and private sector organizations, including the U.S. Department of Energy and Shell.
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URL: https://gitlab.com/openmcsquare/MCsquare
Fast Monte Carlo dose calculation algorithm for the simulation of PBS proton therapy.
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URL: https://github.com/hardlyhuman/DL4Fun/tree/master/cppn-tensorflow
Compositional Pattern Producing Network
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URL: https://github.com/Eug9/XJoin
Portable, parallel hash join implementation across diverse XPU architectures with oneAPI
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URL: https://gitlab.com/aidan_o_mahony/multi_asset_pricer/
Extension to existing two asset pricer to N asset option pricer based on pascals simplex
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URL: https://gitee.com/baibai1/one-api_project_-sp-mv/tree/master/
此项目是由cuda源代码实现的稀疏矩阵向量乘利用dpct工具自动转为dpc++，然后手动修改少部分代码后迁移而来的项目，主要实现了SpMV计算接口。矩阵和向量都是随机生成，矩阵采用CSR压缩格式存储计算，还未来得及利用local memory进行加速和CSRv算法优化，待有时间时再做优化。本项目的大量注释代码亦有可取之处，device_spmv函数中kernel函数大量注释为CSRv的算法实现，更符合gpu的访存模式和local memory能带来较大的加速效果。另main中的注释代码可进行设备预热，性能计时。verify函数是gpu计算结果与cpu计算结果对比，用以判断gpu部分代码正确性。
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URL: https://github.com/yszheda/GPU-RSCode
Accelerate Reed-Solomon coding for Fault-Tolerance in RAID-like system https://github.com/yszheda/GPU-RSCode
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URL: https://github.com/ekondis/mixbench
A GPU benchmark tool for evaluating GPUs on mixed operational intensity kernels (CUDA, OpenCL, HIP, SYCL)
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URL: https://github.com/cabelo/idvr
The objective of the project is to obtain a stream of h265 videos encoded by external devices or by the server itself. But with a big difference: the stream or video will be indexed by models of convolutional neural networks. The system will find specific scenes without evaluating all media content.
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URL: https://github.com/Eug9/oneoligo.git
In project OneOligo, we are using OneAPI for implementing scalable, heterogeneous-parallel-processing algorithms that can be used quickly and accurate decode digital data stored in synthetic DNA generated by project OligoArchive.
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URL: https://github.com/artecs-group/nmf-dpcpp
The computing time required to process large data matrices may become impractical, even for a parallel application running on a multiprocessors cluster. NMF-DPC++ is an efficient and easy-to-use implementation of the NMF algorithm that takes advantage of the high computing performance through SYCL.
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URL: https://github.com/rjfnobre/crossarch-episdet
DPC++ application for performing high-order epistasis detection searches targeting Intel DevCloud CPU and GPU nodes.
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URL: https://github.com/OP-DSL/OP2-Common/tree/feature/sycl
The introduction of SYCL/OneAPI in the OP2 DSL for unstructured mesh computations. The project evaluates different execution strategies for different target hardware and compilers.
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