Overview
- Nvidia showed a Tuscan Villa scene where texture memory fell from 6.5 GB to 970 MB with no visible quality loss.
- The method stores textures as small learned features and rebuilds each texel on demand with a tiny neural network that stays deterministic.
- Reconstruction runs on dedicated matrix units like Tensor Cores or Intel’s XMX and aligns with DirectX’s new Cooperative Vectors standard.
- The SDK is in public beta on GitHub with no released games using the tech so far.
- A related demo called Neural Materials hit up to 7.7x faster render times at 1080p without image degradation.