WebGPU GPU Pipeline

Internal documentation of the WebGPU compute pipeline used by Img2Num, including GPU architecture, the GPU manager implementation, and GPU-accelerated algorithms such as LAB conversion, bilateral filtering, and K-Means clustering. This documentation covers all code in the "resources/" folder and those suffixed with "_gpu".