utils.py 文件源码

python
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项目:traffic-prediction 作者: JonnoFTW 项目源码 文件源码
def __init__(self, monitor='val_loss', mode='auto', verbose=0):
        super(BestWeight, self).__init__()
        self.monitor = monitor
        self.mode = mode
        self.best_weights = None
        self.verbose = verbose
        if mode == 'min':
            self.monitor_op = np.less
            self.best = np.Inf
        elif mode == 'max':
            self.monitor_op = np.greater
            self.best = -np.Inf
        else:
            if 'acc' in self.monitor:
                self.monitor_op = np.greater
                self.best = -np.Inf
            else:
                self.monitor_op = np.less
                self.best = np.Inf
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