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Acceleration of our GPU implementation against previous version on multiple CPU cores for time-to-solution (TTS). The most significant speed-up is 26.5× on N = 68, where the GPU implementation takes 5.15 seconds and the CPU version needs 136.64 and 45.43 seconds for 16 and 48 cores respectively.
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Low Autocorrelation Binary Sequences (LABS) is a particularly challenging binary optimization problem which quickly becomes intractable in finding the global optimum for problem sizes beyond 66. This aspect makes LABS appealing to use as a test-bed for meta-heuristic optimization solvers to target large problem sizes. In this work, we introduce a m...
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