Show HN: Richard – A CNN written in C++ and Vulkan (no ML or math libs) https://ift.tt/IjktMiR

Show HN: Richard – A CNN written in C++ and Vulkan (no ML or math libs) This started out as a personal effort to learn more about machine learning. It's currently a CLI app where you give it a JSON file specifying your network architecture and hyperparameters and point it to your training data, then invoke it again in 'eval' mode with some data it's not seen before and it will try to classify each sample. I don't see many other people using Vulkan for GPGPU, and there may be many good reasons for that, but I wanted to try something a bit different. I've made every attempt to make the code very clean and readable and I've written up the math in documentation/math.pdf, so hopefully this is a useful learning resource for anyone interested in how neural nets work under the hood. I'll be continuing to add new features over the coming months. https://ift.tt/qh2O0f9 March 15, 2024 at 03:58AM