approximators.py 文件源码

def build_loss_expression(predicted, target):

        abs_err = abs(predicted - target)
        quadratic_part = tensor.minimum(abs_err, 1)
        linear_part = abs_err - quadratic_part
        loss = (0.5 * quadratic_part ** 2 + linear_part)
        return loss