Specifying the grid values is not the same as conducting grid search. Unlike grid search, every grid value is not guaranteed to appear in the suggestions generated by SigOpt. In other words, instead of exhaustively searching through all possible grid values, SigOpt intelligently suggests the most promising grid value. This is especially efficient when the user defines a grid on many Parameters.