Re:The Silent (R)evolution of SAT
by bmc7505 on Friday May 26, 2023 @11:48AM
(#36085729)
My hunch is that CDCL is probably the wrong approach to take for parallelization due to synchronization issues. You want an algorithm that is communication-free or makes belief propagation wall-clock competitive for large set of instances. It should be possible to modify BP to be asymptotically complete by using a special-purpose PRNG that ensures samples are drawn uniformly without replacement from the search space, but I'm not sure how to make it more sample-efficient.
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