Kuaishou Large Model
Jul 29, 2022 · Fundamentals
How Automatic Quantization Slashes Memory Use in High‑Resolution Physical Simulations
This article explains how researchers applied quantization techniques to high‑resolution physical simulations, enabling over 50% memory reduction without noticeable visual loss, by modeling error propagation, using constrained optimization, and introducing dithering, with results demonstrated on GPU‑based smoke, fluid, and elastic body simulations.
GPU memory optimizationSIGGRAPHcomputer graphics
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