C++ Sycl

Open-source C++ projects categorized as Sycl
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Topics: Cuda GPU Opencl Openmp CPP
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Top 12 C++ Sycl Projects

  • GLM

    OpenGL Mathematics (GLM)

    • Project mention: Release of GLM 1.0.0 | news.ycombinator.com | 2024-01-24

  • oneDNN

    oneAPI Deep Neural Network Library (oneDNN)

    • Project mention: Blaze: A High Performance C++ Math library | news.ycombinator.com | 2024-04-17

    If you are talking about non-small matrix multiplication in MKL, is now in opensource as a part of oneDNN. It literally has exactly the same code, as in MKL (you can see this by inspecting constants or doing high-precision benchmarks).

    For small matmul there is libxsmm. It may take tremendous efforts make something faster than oneDNN and libxsmm, as jit-based approach of https://github.com/oneapi-src/oneDNN/blob/main/src/gpu/jit/g... is too flexible: if someone finds a better sequence, oneDNN can reuse it without major change of design.

    But MKL is not limited to matmul, I understand it...

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

    WorkOS logo

  • AdaptiveCpp

    Implementation of SYCL and C++ standard parallelism for CPUs and GPUs from all vendors: The independent, community-driven compiler for C++-based heterogeneous programming models. Lets applications adapt themselves to all the hardware in the system - even at runtime!

    • Project mention: What Every Developer Should Know About GPU Computing | news.ycombinator.com | 2023-10-21

    Sapphire Rapids is a CPU.

    AMD's primary focus for a GPU software ecosystem these days seems to be implementing CUDA with s/cuda/hip, so AMD directly supports and encourages running GPU software written in CUDA on AMD GPUs.

    The only implementation for sycl on AMD GPUs that I can find is a hobby project that apparently is not allowed to use either the 'hip' or 'sycl' names. https://github.com/AdaptiveCpp/AdaptiveCpp

  • oneAPI-samples

    Samples for Intel® oneAPI Toolkits

    • Project mention: For those interested in learning how to build a Language Identification solution using PyTorch, check out my article. | /r/learnmachinelearning | 2023-04-28

    Link to code sample: https://github.com/oneapi-src/oneAPI-samples/tree/master/AI-and-Analytics/End-to-end-Workloads/LanguageIdentification

  • triSYCL

    Generic system-wide modern C++ for heterogeneous platforms with SYCL from Khronos Group

  • occa

    Portable and vendor neutral framework for parallel programming on heterogeneous platforms.

    • Project mention: Portable and vendor neutral parallel programming on heterogeneous platforms | news.ycombinator.com | 2024-04-11

  • mixbench

    A GPU benchmark tool for evaluating GPUs and CPUs on mixed operational intensity kernels (CUDA, OpenCL, HIP, SYCL, OpenMP)

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo

  • BabelStream

    STREAM, for lots of devices written in many programming models

  • dpctl

    Python SYCL bindings and SYCL-based Python Array API library

    • Project mention: Data Parallel Extensions for Python: near-native speed for scientific computing | news.ycombinator.com | 2023-11-24

    Considering how poorly it seems to support cuda as a backend [0], I wouldn't hold my breath about non intel vendor support (amd cpu or gpu). As for less common gpus, there really is no good support in any library. If you ever want to go down a fun rabbit hole, try to use the gpu in a raspberry pi for something. You'll eventually find one guy who reverse engineered the drivers to make a compiler but that's it.

    [0] https://github.com/IntelPython/dpctl/discussions/1124

  • ParallelReductionsBenchmark

    Thrust, CUB, TBB, AVX2, CUDA, OpenCL, OpenMP, SyCL - all it takes to sum a lot of numbers fast!

  • gtensor

    GTensor is a multi-dimensional array C++14 header-only library for hybrid GPU development.

  • eaminer

    Heterogeneous Ethereum Miner with support for AMD, Intel and Nvidia GPUs using SYCL, OpenCL and CUDA backends

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2024-04-17.

C++ Sycl related posts

Index

What are some of the best open-source Sycl projects in C++? This list will help you:

Project Stars
1 GLM 8,653
2 oneDNN 3,446
3 AdaptiveCpp 1,037
4 oneAPI-samples 830
5 triSYCL 436
6 occa 379
7 mixbench 330
8 BabelStream 307
9 dpctl 90
10 ParallelReductionsBenchmark 59
11 gtensor 33
12 eaminer 4

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