C++ Oneapi

Open-source C++ projects categorized as Oneapi
Topics: Cuda Sycl Dpcpp GPU HPC

Top 12 C++ Oneapi Projects

  • oneTBB

    oneAPI Threading Building Blocks (oneTBB)

  • Project mention: Better use of threads | /r/cpp_questions | 2023-05-31

    Use a library like https://github.com/oneapi-src/oneTBB

  • 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
  • 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

  • oneDPL

    oneAPI DPC++ Library (oneDPL) https://software.intel.com/content/www/us/en/develop/tools/oneapi/components/dpc-library.html (by oneapi-src)

  • oneDAL

    oneAPI Data Analytics Library (oneDAL)

  • oneMKL

    oneAPI Math Kernel Library (oneMKL) Interfaces

  • 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
  • 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
  • ginkgo

    Numerical linear algebra software package (by ginkgo-project)

  • libvpl

    Intel® Video Processing Library (Intel® VPL) dispatcher, tools, and examples

  • level-zero

    oneAPI Level Zero Specification Headers and Loader

  • 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

  • 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).

C++ Oneapi related posts

Index

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

Project Stars
1 oneTBB 5,298
2 oneDNN 3,456
3 oneAPI-samples 836
4 oneDPL 709
5 oneDAL 594
6 oneMKL 564
7 occa 379
8 ginkgo 373
9 libvpl 251
10 level-zero 179
11 dpctl 91
12 eaminer 4

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