c99112162665aaf2667d1810d57982d0681f18e5,anago/callbacks.py,F1score,on_epoch_end,#F1score#Any#Any#,58

Before Change

        label_true = []
        label_pred = []
        for i, (data, label) in enumerate(self.valid_batches):
            if i == self.valid_steps:
                break
            y_true = label
            y_true = np.argmax(y_true, -1)
            sequence_lengths = data[-1]  // shape of (batch_size, 1)
            sequence_lengths = np.reshape(sequence_lengths, (-1,))

After Change

    def on_epoch_end(self, epoch, logs={}):
        label_true = []
        label_pred = []
        for i in range(self.valid_steps):
            x_true, y_true = next(self.valid_batches)
            y_true = np.argmax(y_true, -1)
            sequence_lengths = x_true[-1]  // shape of (batch_size, 1)

Instances