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Top 5 C++ gpu-programming Projects
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Check our the realease note (https://github.com/taichi-dev/taichi/releases) for more improvements.
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Their fannkuch benchmark seems to be a bit dishonest. They claim an enormous perf delta on https://exaloop.io/benchmarks.html but fannkuch uses factorial a lot and they define factorial with a very small (n=20) table: https://github.com/exaloop/codon/blob/fb461371613049539654c1...
Disclaimer: I've worked on several Python runtimes and compilers, but I'm not by any means out to get Codon. Just happened across this by accident while looking at their inline LLVM, which is neat.
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Project mention: Taskflow: A General-Purpose Parallel and Heterogeneous Task Programming System | news.ycombinator.com | 2023-05-07
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The only one that is relatively lightweight (and doesn't have dependencies) is vuh (https://github.com/Glavnokoman/vuh) that looks unsupported.
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Project mention: Has anyone been able to get lmfit working with GPU/cuda, or know some other GPU based curve fitting library? | /r/learnpython | 2022-09-16
There's GPUFit, but it doesn't seem as easy an flexible, and it looks like I'll have to write all my own fitting models and then recompile, which, I'll do it if I have to, but I really prefer the flexibility that lmfit provides.
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C++ gpu-programming related posts
- The father of Swift made another baby: Mojo: looks to be based on Python using MLIR
- Taichi v1.5.0 Released! See what's new👇
- MIT Turbocharges Python’s Notoriously Slow Compiler
- Budget HomeLab converted to endless money-pit
- C++ or Python for intraday trading
- MIT Researchers Developed Codon: A Python-Based Compiler That Helps Create New Domain-Specific Languages DSLs Within Python
- exaloop/codon: A high-performance, zero-overhead, extensible Python compiler using LLVM
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A note from our sponsor - InfluxDB
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Index
What are some of the best open-source gpu-programming projects in C++? This list will help you:
Project | Stars | |
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1 | taichi | 23,229 |
2 | codon | 12,800 |
3 | Taskflow | 8,338 |
4 | vuh | 326 |
5 | Gpufit | 265 |