Top 8 Python Vulkan Projects

tvm

9 9,759 9.9 Python

Open deep learning compiler stack for cpu, gpu and specialized accelerators

Project mention: MLC LLM - "MLC LLM is a universal solution that allows any language model to be deployed natively on a diverse set of hardware backends and native applications, plus a productive framework for everyone to further optimize model performance for their own use cases." | /r/LocalLLM | 2023-04-30

I have tried the iPhone app. It's fast. They're using Apache TVM which should allow better use of native accelerators on different devices. Like using metal on Apple and Vulcan or CUDA or whatever instead of just running the thing on the CPU like llama.cpp.
video2x

39 6,852 6.4 Python

A lossless video/GIF/image upscaler achieved with waifu2x, Anime4K, SRMD and RealSR. Started in Hack the Valley 2, 2018.

Project mention: This guy must be confused | /r/dankmemes | 2023-05-27

You can use video2x to do this (I'd recommend this, as it's free and open source. Works best on animated content imo)
InfluxDB

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GPU-Viewer

2 270 4.0 Python

A front-end to glxinfo, vulkaninfo, clinfo and es2_info - Linux

Project mention: GPU-Viewer v2.0 Released - with gtk4 Support | /r/linux | 2022-12-23

Release Notes : https://github.com/arunsivaramanneo/GPU-Viewer/releases/tag/v2.02
wgpu-py

3 255 8.4 Python

Next generation GPU API for Python

Project mention: I'm working on techno audio-visuals using Ableton & Javascript | /r/Techno | 2023-05-05

If you've a Python background, I might suggest checking out something like https://github.com/pygfx/wgpu-py
pygfx

3 231 10.0 Python

A python render engine running on wgpu.

Project mention: Emerging Rust GUI libraries in a WASM world | news.ycombinator.com | 2023-04-26

https://github.com/kushalkolar/fastplotlib
Alternatively, try pygfx for ThreeJS graphics in Python leveraging wgpu. It works great in Notebooks through notebook-rfb. https://github.com/pygfx/pygfx
If you're adventurous, figure out how to make pygfx work with webgpu via wasm
StableDiffusionUI

9 84 10.0 Python

Stable Diffusion UI: Diffusers (CUDA/ONNX)

Project mention: I have created Olive model. But what is the next step? Who knows? | /r/StableDiffusion | 2023-05-24

There’s this UI that runs on ONNX models. Not sure if it will work though.
lava

0 14 0.0 Python

A Highlevel Python Wrapper for Vulkan's Compute API (by osanj)
Sonar

www.sonarsource.com
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SPIRVSmith

0 14 5.2 Python

A differential testing tool targeting SPIRV based on structured fuzzing techniques

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). The latest post mention was on 2023-05-27.