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Optimizing a Neural Reconstruction Pipeline Using NVIDIA Nsight Developer Tools

30 June 2026 at 16:00
NVIDIA Omniverse NuRec is a neural reconstruction pipeline for building high-fidelity 3D representations of real-world environments from multisensor data such...

NVIDIA Omniverse NuRec is a neural reconstruction pipeline for building high-fidelity 3D representations of real-world environments from multisensor data such as cameras and lidar. It is used to reconstruct dynamic scenes captured by autonomous vehicle (AV) and robotics platforms into simulation-ready digital environments that can be rendered, replayed, and analyzed inside NVIDIA Omniverse and…

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Streamlining Resource Binding with End-to-End Support for Vulkan Descriptor Heaps

25 June 2026 at 22:25
Shaders are GPU programs that process visual dataβ€”such as rays, pixels, geometry, and texturesβ€”to produce specific rendering effects. Shaders find necessary...

Shaders are GPU programs that process visual dataβ€”such as rays, pixels, geometry, and texturesβ€”to produce specific rendering effects. Shaders find necessary data through a process called resource binding. CPU code orchestrates the creation of GPU resources such as textures and memory buffers and then carefully arranges for shader code to access them through a binding protocol.

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