In a game where you come across vast open fields or dense forest-like environments full of foliage and trees, these are often created using procedural algorithms that require large amounts of memory. AMD just released a new paper titled 'Real-Time GPU Tree Generation.' It could be a game changer for developers creating large open-world environments to explore.

AMD and Coburg University of Applied Sciences and Arts, Germany's approach shifts everything to the GPU, using Work Graphs with mesh nodes to generate "gigabytes-worth of tree geometry from kilobytes of generation code." What does that mean? Well, a detailed polygonal forest full of trees and complex leaves that could theoretically require 34.8 GB of memory to store all of that data is cut down to a remarkable 51 KB. Yes, that's Kilobytes.
AMD's paper tests its innovative approach to procedural tree generation by testing its performance on a Radeon RX 7900 XTX. It notes that rendering a scene with unique trees, fully animated, takes just 3.13 ms on the GPU.
This is all possible thanks to the introduction of GPU Work Graphs, which were added to DirectX 12 in 2024. Essentially, they offload scheduling and resource management to render what you see in each frame to the GPU, eliminating reliance on a CPU. It can become overwhelming when you start digging into the technical details. Still, essentially, Work Graphs open the door for GPUs to generate work on-the-fly without having to be "told" what to do or where to start by the CPU.
AMD's 'Real-Time GPU Tree Generation' is an exciting breakthrough made possible by GPU Work Graphs. It could lead to massive performance improvements and optimization for rendering large environments with trees. AMD's technology is also impressively detailed, with animation for every tree and the ability to adjust for seasonal differences like blossoms, fruit, and weather effects like snow.




