Automatic Quantization for Physics-based Simulation
Event Type
Technical Paper
Interest Areas
Research & Education
Presentation Types
In Person
Registration Categories
Full Conference Supporter
Full Conference
Exhibitor Additional Full Conference
Exhibitor Full Conference
This session WILL NOT be recorded.
TimeMonday, 8 August 202211:14am - 11:22am PDT
LocationEast Building, Room 1-3
DescriptionWe propose a novel, optimization-based framework to automatically determine quantization schemes for physics-based simulations. According to the linearized uncertainty propagation objective function, the framework allows deriving analytical quantization solutions with the Lagrange multiplier method. Experiments show that our method can achieve up to 2.5× memory compression without noticeable artifacts.