rivi-loader
kompute
rivi-loader | kompute | |
---|---|---|
5 | 37 | |
16 | 1,489 | |
- | 2.9% | |
4.1 | 8.1 | |
8 months ago | 6 days ago | |
Rust | C++ | |
GNU General Public License v3.0 only | Apache License 2.0 |
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rivi-loader
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Any good resources for purely computational work?
If you use Rust, I have been developing a similar project to kompute: https://github.com/periferia-labs/rivi-loader
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How are Vulkan, CUDA, Triton and all other things connected?
For cross-platform support look at WebGPU and Vulkan (e.g,: [0] [1]. Essentially, you would need to write the func in WGSL or GLSL, HLSL or MSL. Each of these can be cross-compiled to SPIR-V (what Vulkan needs) with cross-compilers such as spirv-cross and naga.
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WebRTC.rs reached an important milestone in connectivity!
Looking to integrate the webrtc-rs into the Rust native version: https://github.com/periferia-labs/rivi-loader
- Vulkan-based program loader for GPGPU applications in Rust
- Vulkan-based program loader for GPGPU applications
kompute
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Intel CEO: 'The entire industry is motivated to eliminate the CUDA market'
The two I know of are IREE and Kompute[1]. I'm not sure how much momentum the latter has, I don't see it referenced much. There's also a growing body of work that uses Vulkan indirectly through WebGPU. This is currently lagging in performance due to lack of subgroups and cooperative matrix mult, but I see that gap closing. There I think wonnx[2] has the most momentum, but I am aware of other efforts.
[1]: https://kompute.cc/
[2]: https://github.com/webonnx/wonnx
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[P] - VkFFT version 1.3 released - major design and functionality improvements
Great to see the positive momentum of this framework! Best wishes and upvotes from the Vulkan Kompute team :)
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VkFFT: Vulkan/CUDA/Hip/OpenCL/Level Zero/Metal Fast Fourier Transform Library
To a first approximation, Kompute[1] is that. It doesn't seem to be catching on, I'm seeing more buzz around WebGPU solutions, including wonnx[2] and more hand-rolled approaches, and IREE[3], the latter of which has a Vulkan back-end.
[1]: https://kompute.cc/
[2]: https://github.com/webonnx/wonnx
[3]: https://github.com/openxla/iree
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I'm Having Trouble Building this Library...
I look in an example and see similar instructions, stating that the build should be quite simple. But again, it doesn't work. It generates a bunch of folders with Visual Studio stuff, but no executables, no libraries, or anything like that.
I can't figure out how, and there are no tutorials. According to https://kompute.cc/overview/build-system.html I should simply run "cmake -Bbuild". But this doesn't output what I need, and when I look in the Makefile I get the sense that this is more an example Makefile... but then that contradicts the above tutorial.
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How to properly construct an abstraction layer with Vulkan
Kompute is in my opinion good example to take inspiration for abstractions.
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Vulkan for Image Processing? Good choice?
Currently, there's a few Vulkan compute frameworks floating around (like Kompute). I would work with those. Kompute simplifies a lot of the biolerplate and seems like you could benefit from using it.
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Paralell computing project
Try Kompute, a project from the Linux foundation. It is quite simple to use, and does not require deep knowledge of graphics API. It’s a bit painful to setup, but it kinda works well (and I have a project going on on it)
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Bootstrapping Vulkan for Scientific Compute Applications?
This so much.
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[D] PyTorch is moving to the Linux Foundation
This makes alot of sense considering the Linux Foundation is also in charge of Kompute which is likely to be the basis of vendor agnostic GPGPU, and thus the basis of vendor agnostic GPU-based machine learning.
What are some alternatives?
SPIRV-Cross - SPIRV-Cross is a practical tool and library for performing reflection on SPIR-V and disassembling SPIR-V back to high level languages.
rust-gpu - 🐉 Making Rust a first-class language and ecosystem for GPU shaders 🚧
Vulkan - Examples and demos for the new Vulkan API
ROCm - AMD ROCm™ Software - GitHub Home [Moved to: https://github.com/ROCm/ROCm]
neovide - No Nonsense Neovim Client in Rust
VkFFT - Vulkan/CUDA/HIP/OpenCL/Level Zero/Metal Fast Fourier Transform library
wgpu - Cross-platform, safe, pure-rust graphics api.
OpenCLOn12 - The OpenCL-on-D3D12 mapping layer
naga - Universal shader translation in Rust
godot-proposals - Godot Improvement Proposals (GIPs)
vulkano - Safe and rich Rust wrapper around the Vulkan API
VulkanExamples - Examples and demos for the Vulkan C++ API