The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning. Learn more →
Top 12 C++ Oneapi Projects
-
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.
-
oneDPL
oneAPI DPC++ Library (oneDPL) https://software.intel.com/content/www/us/en/develop/tools/oneapi/components/dpc-library.html (by oneapi-src)
-
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.
-
eaminer
Heterogeneous Ethereum Miner with support for AMD, Intel and Nvidia GPUs using SYCL, OpenCL and CUDA backends
Use a library like https://github.com/oneapi-src/oneTBB
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...
Project mention: For those interested in learning how to build a Language Identification solution using PyTorch, check out my article. | /r/learnmachinelearning | 2023-04-28Link to code sample: https://github.com/oneapi-src/oneAPI-samples/tree/master/AI-and-Analytics/End-to-end-Workloads/LanguageIdentification
Project mention: Portable and vendor neutral parallel programming on heterogeneous platforms | news.ycombinator.com | 2024-04-11
Project mention: Data Parallel Extensions for Python: near-native speed for scientific computing | news.ycombinator.com | 2023-11-24Considering 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
C++ Oneapi related posts
- Blaze: A High Performance C++ Math library
- Modern Software Development Tools and oneAPI Part 1
- Using Handbrake Nightly Build in Tdarr
- Arc & Deep Learning Frameworks
- Intel oneDNN 2.5 released with experimental RISC-V support
- Benchmarking Division and Libdivide on Apple M1 and Intel AVX512
- SYCL
-
A note from our sponsor - WorkOS
workos.com | 23 Apr 2024
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 |
Sponsored