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GRU (Gated Recurrent Unit) RMSE (Root Mean Square Error) is a performance metric used to evaluate the accuracy of predictions made by a GRU-based recurrent neural network model. The GRU is a type of recurrent neural network architecture that is specifically designed to model sequential data and capture long-term dependencies.