class GRUTrainer:
    def __init__(self, model, learning_rate=0.01, patience=7, verbose=True, delta=0):
        self.model = model
        self.learning_rate = learning_rate
        self.train_losses = []
        self.val_losses = []
        self.early_stopping = EarlyStopping(patience, verbose, delta)