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A recent 3-XORSAT challenge required to minimize a very complex and roughenergy function, typical of glassy models with a random first order transitionand a golf course like energy landscape. We present the ideas beyond thequasi-greedy algorithm and its very efficient implementation on GPUs that areallowing us to rank first in such a competition. We suggest a better protocolto compare algorithmic performances and we also provide analytical predictionsabout the exponential growth of the times to find the solution in terms offree-energy barriers.

How we are leading a 3-XORSAT challenge: from the energy landscape to the algorithm and its efficient implementation on GPUs