Can I read Towards Neural Path Tracing in SRAM on EtoBox?

Towards Neural Path Tracing in SRAM by Pupilli, Mark is a scholarly article available to read on EtoBox.

What is Towards Neural Path Tracing in SRAM about?

We present an experimental neural path tracer designed to exploit the large on-chip memory of Graphcore intelligence-processing-units (IPUs). This open source renderer demonstrates how to map path tracing to the novel software and hardware architecture and is a useful tool for analysing in-cache neural-rendering scenarios. Such scenarios will be increasingly important if rasterisation is replaced by combinations of ray/path tracing, neural-radiance caching, and AI denoising/up-scaling, for which small neural networks are already routinely employed. A detailed description of the implementation also serves as a self-contained resource for more general software design on IPU.

Author

Pupilli, Mark

Published

2023

Language

EN