Use of GPUs in the LHCb trigger

The current strategy to incorporate Graphical Processing Units (GPU) in the LHCb trigger system, with a view on the upgrade of the detector, is presented. Two main aspects are described: the strategy to fit GPUs in the current software framework and the performance of a particular algorithm.