def write_training_metrics(self):
        """
        Write Training Metrics to CSV
        """
        with open(self.path, 'w') as file:
            writer = csv.writer(file)
            writer.writerow(FIELD_NAMES)
            for row in self.rows:
                writer.writerow(row)