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In this paper, we proposed an optimal ILP approach to the instruction-set extension identification problem. An algorithm that iteratively generates and solves a set of ILP problems in order to generate a set of templates is proposed. A selection algorithm that ranks the generated templates based on isomorphism testing and potential evaluation is described. A Trimaran based framework is used to evaluate the quality of the instructions generated by the technique.