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Top 16 C++ Hip Projects
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Are you aware of HIP? It's officially supported and, for code that avoids obscure features of CUDA like inline PTX, it's pretty much a find-and-replace to get a working build:
https://github.com/ROCm/HIP
Don't believe me? Include this at the top of your CUDA code, build with hipcc, and see what happens:
https://gitlab.com/StanfordLegion/legion/-/blob/master/runti...
It's incomplete because I'm lazy but you can see most things are just a single #ifdef away in the implementation.
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Project mention: [P] - VkFFT now supports quad precision (double-double) FFT computation on GPU | /r/MachineLearning | 2023-09-27
Hello, I am the creator of the VkFFT - GPU Fast Fourier Transform library for Vulkan/CUDA/HIP/OpenCL/Level Zero and Metal. In the latest update, I have added support for quad-precision double-double emulation for FFT calculation on most modern GPUs. I understand that modern ML is going in the opposite low-precision direction, but I still think that it may be useful to have this functionality at least for some prototyping and development of concepts.
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Project mention: Portable and vendor neutral parallel programming on heterogeneous platforms | news.ycombinator.com | 2024-04-11
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mixbench
A GPU benchmark tool for evaluating GPUs and CPUs on mixed operational intensity kernels (CUDA, OpenCL, HIP, SYCL, OpenMP)
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But aren't those libraries widely used, and have a substantial amount of Fortran:
- https://github.com/ROCm/rocBLAS
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chipStar
chipStar is a tool for compiling and running HIP/CUDA on SPIR-V via OpenCL or Level Zero APIs.
Project mention: AMD Funded a Drop-In CUDA Implementation Built on ROCm: It's Open-Source | news.ycombinator.com | 2024-02-12There is already a work-in-progress implementation of HIP on top of OpenCL https://github.com/CHIP-SPV/chipStar and the Mesa RustiCL folks are quite interested in getting that to run on top of Vulkan.
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eaminer
Heterogeneous Ethereum Miner with support for AMD, Intel and Nvidia GPUs using SYCL, OpenCL and CUDA backends
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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++ Hip discussion
C++ Hip related posts
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Run CUDA, Unmodified, on AMD GPUs
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A 100x speedup with unsafe Python
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Porting HPC Applications to AMD Instinct MI300A Using Unified Memory and OpenMP
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Hip: Runtime API and Kernel Language for Portable Apps for AMD and Nvidia GPUs
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Open-source project ZLUDA lets CUDA apps run on AMD GPUs
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ChipStar: Run CUDA/Hip on SPIR-V via OpenCL/Level Zero
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AMD's Next GPU Is a 3D-Integrated Superchip
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A note from our sponsor - SaaSHub
www.saashub.com | 8 Sep 2024
Index
What are some of the best open-source Hip projects in C++? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | HIP | 3,678 |
| 2 | VkFFT | 1,515 |
| 3 | stdgpu | 1,135 |
| 4 | ginkgo | 397 |
| 5 | occa | 386 |
| 6 | mixbench | 352 |
| 7 | alpaka | 345 |
| 8 | rocBLAS | 338 |
| 9 | chipStar | 183 |
| 10 | rocFFT | 159 |
| 11 | rocPRIM | 154 |
| 12 | dftfe | 120 |
| 13 | hipBLAS | 111 |
| 14 | HIP-CPU | 108 |
| 15 | arbor | 107 |
| 16 | eaminer | 4 |
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