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$1700 bounty delivers 2.4× speedup for CUDA Gaussian Splatting training

3 MrNeRF 1 8/12/2025, 2:10:47 PM github.com ↗

Comments (1)

MrNeRF · 20h ago

This started as a $1700 bounty to optimize the CUDA Gaussian Splatting renderer. The PR delivers impressive performance improvements with a 2.4× speedup. Training time for 7 scenes from the mipnerf360 dataset dropped from 50 minutes to ~20 minutes without impacting final splat quality.

Original bounty: https://github.com/MrNeRF/gaussian-splatting-cuda/issues/135 PR: https://github.com/MrNeRF/gaussian-splatting-cuda/pull/245