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• W2208282044 abstract "This chapter introduces a methodology for fast and efficient Design Space Exploration during High Level Synthesis. Motivated by the fact that higher quality design solutions are delivered when a larger number of parameters are explored, we study an augmented instance of the design space considering the combined impact of loop-unrolling, operation chaining and resource allocation onto the final datapath. We propose an iterative design space partitioning exploration strategy based on the synergy of an exhaustive traversal together with an introduced heuristic one. The introduced heuristic is based on a gradient-based pruning technique which efficiently evaluates large portions of the solution space in a quick manner. We show that the proposed exploration approach delivers high quality results, with considerable reductions of the exploration’s runtime in respect to the fully exhaustive approach.KeywordsDesign SpacePareto SolutionDesign Space ExplorationHigh Level SynthesisPareto PointThese keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves." @default.
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• W2208282044 date "2011-01-01" @default.
• W2208282044 modified "2023-09-28" @default.
• W2208282044 title "A High Level Synthesis Exploration Framework with Iterative Design Space Partitioning" @default.
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• W2208282044 doi "https://doi.org/10.1007/978-94-007-1488-5_7" @default.
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