A vendor-run benchmark reports that Signaloid's UxHw, an architecture tracking probability distributions in hardware, is about 51x to 114x faster than ordinary Monte Carlo at matched moderate accuracy on two uncertainty-propagation tasks.
The laplace microarchitecture for tracking data uncertainty and its implementation in a risc-v processor,
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The Monte Carlo Method and New Device and Architectural Techniques for Accelerating It
A vendor-run benchmark reports that Signaloid's UxHw, an architecture tracking probability distributions in hardware, is about 51x to 114x faster than ordinary Monte Carlo at matched moderate accuracy on two uncertainty-propagation tasks.