chipStar
pytorch
| chipStar | pytorch | |
|---|---|---|
| 4 | 4 | |
| 147 | 214 | |
| 4.8% | 2.3% | |
| 9.7 | 0.0 | |
| 6 days ago | 4 days ago | |
| C++ | Python | |
| GNU General Public License v3.0 or later | GNU General Public License v3.0 or later |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
chipStar
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AMD Funded a Drop-In CUDA Implementation Built on ROCm: It's Open-Source
There 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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Vcc – The Vulkan Clang Compiler
chipStar (formerly CHIP-SPV) might also be worth checking out: https://github.com/CHIP-SPV/chipStar
It compiles CUDA/HIP C++ to SPIR-V that can run on top of OpenCL or Level Zero. (It does require OpenCL's compute flavored SPIR-V, instead of graphics flavored SPIR-V as seen in OpenGL or Vulkan. I also think it requires some OpenCL extensions that are currently exclusive to Intel NEO, but should on paper be coming to Mesa's rusticl implementation too.
- ChipStar: Run CUDA/Hip on SPIR-V via OpenCL/Level Zero
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In the next 5 years, what do you think can push OpenCL adoption?
Regarding the second item (CUDA to OpenCL), have a look at hipstar: https://github.com/CHIP-SPV/hipstar
pytorch
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AMD Funded a Drop-In CUDA Implementation Built on ROCm: It's Open-Source
https://github.com/ROCm/pytorch/blob/main/Dockerfile
The ublue-os (and so also bazzite) OCI host image Containerfile has Sunshine installed; which is a 4k HDR 120fps remote desktop solution for gaming.
ublue-os/config//Containerfile:
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Joining Team Red for the first time with the 7900 XTX!
Those reminds me the good ol' days: Issues · ROCmSoftwarePlatform/pytorch (github.com)
- Here's something you don't see every day: PyTorch running on top of ROCm on a 6800M (6700XT) laptop! Took a ton of minor config tweaks and a few patches but it actually functionally works. HUGE!
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Good bye AMD - A False Oasis
https://github.com/ROCmSoftwarePlatform/pytorch/
What are some alternatives?
FluidX3D - The fastest and most memory efficient lattice Boltzmann CFD software, running on all GPUs via OpenCL.
neural-style-pt - PyTorch implementation of neural style transfer algorithm
OpenCL-Wrapper - OpenCL is the most powerful programming language ever created. Yet the OpenCL C++ bindings are cumbersome and the code overhead prevents many people from getting started. I created this lightweight OpenCL-Wrapper to greatly simplify OpenCL software development with C++ while keeping functionality and performance.
bazzite - Bazzite is a custom image built upon Fedora Atomic Desktops that brings the best of Linux gaming to all of your devices - including your favorite handheld.
Cgml - GPU-targeted vendor-agnostic AI library for Windows, and Mistral model implementation.
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
hipDNN - A thin wrapper around miOpen and cuDNN
pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
llvm - Intel staging area for llvm.org contribution. Home for Intel LLVM-based projects.