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controls the step size at each iteration, weight_decay adds a penalty to the loss function to encourage smaller weights, and beta_1 and beta_2 are hyperparameters that control the decay rates of the moving averages. exclude_from_weight_decay(var_names=["bias", "scale"]): This line excludes the