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Neural Networks in the Rendering Loop

Автор: Graphics Programming Conference

Загружено: 2024-12-04

Просмотров: 1574

Описание: At Traverse Research we’ve developed a cross-platform GPU-driven neural network crate (yes we develop in Rust!) in our Breda engine.

This talk explores the breda-nn framework, which enables seamless integration of neural networks within the render loop via our render graph system.

We’ll discuss our strategy for in-the-loop training and inference, showcase practical applications in neural materials and neural radiance caching, and demonstrate how these techniques integrate with our renderer.

#gpc #traverse #buas

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Neural Networks in the Rendering Loop

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