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Top 3 C++ Onednn Projects
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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.
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: Distil-Whisper: distilled version of Whisper that is 6 times faster, 49% smaller | news.ycombinator.com | 2023-10-31Just a point of clarification - faster-whisper references it but ctranslate2[0] is what's really doing the magic here.
Ctranslate2 is a sleeper powerhouse project that enables a lot. They should be up front and center and get the credit they deserve.
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
C++ Onednn related posts
- Blaze: A High Performance C++ Math library
- Arc & Deep Learning Frameworks
- Keeping POWER relevant in the open source world
- Intel oneDNN 2.5 released with experimental RISC-V support
- Is gpu hardware tied to cpu ISA ?
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A note from our sponsor - SaaSHub
www.saashub.com | 20 Apr 2024
Index
What are some of the best open-source Onednn projects in C++? This list will help you:
Project | Stars | |
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1 | oneDNN | 3,446 |
2 | CTranslate2 | 2,750 |
3 | oneAPI-samples | 836 |
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