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Top 17 C++ Cpu Projects
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I don't know how often it's a problem, but I work for a company doing software video encoding, and we always fill up all the dimm slots on servers to have as much bandwidth as possible, even if we have only really use maybe 1/4 of the RAM.
I'm not sure any of the standard Linux tools can show you memory bandwidth usage easily (maybe perf), I know we use Intel PCM (https://github.com/intel/pcm) and AMDuProfPCM (https://www.amd.com/en/developer/uprof.html)
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Looks like something that's still to be added to https://github.com/google/cpu_features/blob/main/src/impl_riscv_linux.c
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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
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I think there's already been work done to just use intel MKL on any device: https://github.com/oneapi-src/oneMKL
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Project mention: Watch out AMD: Intel Arc A580 could be the next great affordable GPU | news.ycombinator.com | 2023-08-06
Intel already has a working GPGPU stack, using oneAPI/SYCL.
They also have arguably pretty good OpenCL support, as well as downstream support for PyTorch and Tensorflow using their custom extensions https://github.com/intel/intel-extension-for-tensorflow and https://github.com/intel/intel-extension-for-pytorch which are actively developed and just recently brought up-to-date with upstream releases.
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Project mention: [P] Inference Vision Transformer (ViT) in plain C/C++ with ggml | /r/MachineLearning | 2023-11-26
You can access it here: https://github.com/staghado/vit.cpp It has been added to the ggml library on GitHub: https://github.com/ggerganov/ggml
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One of the reasons I was able to do it is a technique of hardware validation. I used an Arduino controlling an 8088 to validate that my CPU core was accurate on a cycle by cycle basis. Without that and the recent decoding of the 8088 microcode by reenigne, this wouldn't have been possible.
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VectorizedKernel
Running GPGPU-like kernels on CPU with auto-vectorization for SSE/AVX/AVX512 SIMD Architectures
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C++ Cpu related posts
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- Stringzilla: 10x faster SIMD-accelerated Python `str` class
- Vision Processing Platform-JH7110
- Is x86 really that bad?
- What performance monitors do you use?
- Conserving battery on company managed Linux Distro
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Index
What are some of the best open-source Cpu projects in C++? This list will help you:
Project | Stars | |
---|---|---|
1 | pcm | 2,328 |
2 | cpu_features | 2,320 |
3 | thor-os | 1,577 |
4 | oneAPI-samples | 715 |
5 | Astro8-Computer | 595 |
6 | oneMKL | 510 |
7 | hwinfo | 292 |
8 | intel-extension-for-tensorflow | 271 |
9 | etl | 207 |
10 | monolish | 187 |
11 | CPURasterizer | 130 |
12 | c2clat | 98 |
13 | vit.cpp | 92 |
14 | peakperf | 52 |
15 | arduino_8088 | 25 |
16 | 8-bit-computer-emulator | 17 |
17 | VectorizedKernel | 6 |