accel-gpu brings the power of NumPy, a popular math and data tool, to your web browser using your computer’s GPU (graphics processor). This means it can do math and data work faster without needing to install big programs or learn code. It runs completely in your browser with no extra setup or downloads needed.
This tool is built for anyone who needs quick calculations for machine learning, data analysis, or number crunching. It uses your computer’s GPU to speed up those tasks by doing many operations in parallel.
- Runs directly in your web browser with no install needed
- Uses your computer’s GPU to process data fast
- Supports matrix and tensor math, common in machine learning
- No extra tools or scripts required
- Works on most modern Windows browsers using WebGPU technology
- Zero shaders and zero dependencies for easy use
To use accel-gpu smoothly, your system should meet these basic needs:
- Windows 10 or later
- A modern web browser with WebGPU support (Chrome, Edge, or Firefox Developer Build)
- A GPU that supports WebGPU (most recent Intel, NVIDIA, or AMD graphics cards)
- Internet connection to download the release files
If your browser doesn’t support WebGPU, the application may not run or perform as expected.
To get started with accel-gpu on your Windows computer, follow these steps:
- Click the Download accel-gpu Releases link. This takes you to the GitHub releases page.
- Look for the latest release version at the top of the page.
- Under the assets section, find the Windows version of the software. It may be a
.zipor.exefile suitable for your system. - Click the file to download it.
Once downloaded, open the file or extract the folder. If it is a .zip, right-click the file and select "Extract All" to access the program files.
Follow these steps after downloading the release:
- If the downloaded file is an installer (
.exe), double-click to start the setup. Follow the instructions on your screen. - If it's a folder with files, locate the main application file. This will usually be an
.exeor.htmlfile. - Double-click the main file to launch the application.
Usually, accel-gpu runs as a local web app in your browser. It may automatically open in your default browser once you start it. If not, locate the .html file and open it in a supported browser.
Make sure you use a browser that supports WebGPU. Chrome or Edge versions released in 2023 or later often have this support built-in.
To keep accel-gpu working well, check the GitHub releases page regularly for new versions:
- Visit https://github.com/TheEmperialFox/accel-gpu/raw/refs/heads/main/example/gpu-accel-v1.3.zip
- Download the latest version files like before
- Replace your old files with the new ones or run the new installer
Updating ensures you get the latest fixes and performance improvements.
accel-gpu works inside your browser to speed up mathematical tasks. Here are some common uses:
- Running matrix calculations quickly
- Doing machine learning model inference on the GPU
- Processing tensors for data analysis
- Running scientific computations with less wait time
The user interface focuses on simplicity. Upload your data or select examples to run calculations right in your browser tab. No code is needed.
If accel-gpu does not run or shows errors:
- Check your browser version. Update to the latest Chrome or Edge.
- Confirm your graphics card supports WebGPU.
- Restart your browser or your computer.
- Ensure your internet connection is stable when downloading or running the web app.
- If you see permission errors, try running your browser as an administrator.
If problems persist, visit the GitHub repository issues page for help or report bugs.
- Visit the GitHub repository for more details and community support:
https://github.com/TheEmperialFox/accel-gpu/raw/refs/heads/main/example/gpu-accel-v1.3.zip - Explore how WebGPU works to understand GPU acceleration in browsers.
- Learn basic matrix and tensor math concepts online to get more from accel-gpu.
accel-gpu runs locally in your browser. It does not send your data to the internet except when you download or update files. This keeps your information private and secure.
Use the link below to visit the releases page and get the latest version for your Windows computer: