keras/src/metrics/regression_metrics.py/MeanSquaredError/__init__
class MeanSquaredError:    def __init__(self, name="mean_squared_error", dtype=None):
        super().__init__(fn=mean_squared_error, name=name, dtype=dtype)
        # Metric should be minimized during optimization.
        self._direction = "down"