9ba91fa13cbb1e7bc4069e46469b34abb5ca4869,models/networks.py,GANLoss,get_target_tensor,#GANLoss#,130

Before Change


            create_label = ((self.fake_label_var is None) or
                            (self.fake_label_var.numel() != input.numel()))
            if create_label:
                fake_tensor = self.Tensor(input.size()).fill_(self.fake_label)
                self.fake_label_var = Variable(fake_tensor, requires_grad=False)
            target_tensor = self.fake_label_var
        return target_tensor

    def __call__(self, input, target_is_real):

After Change


            target_tensor = self.real_label
        else:
            target_tensor = self.fake_label
        return target_tensor.expand_as(input)

    def __call__(self, input, target_is_real):
        target_tensor = self.get_target_tensor(input, target_is_real)
        return self.loss(input, target_tensor)
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 4

Non-data size: 5

Instances


Project Name: junyanz/pytorch-CycleGAN-and-pix2pix
Commit Name: 9ba91fa13cbb1e7bc4069e46469b34abb5ca4869
Time: 2018-05-22
Author: tongzhou.wang.1994@gmail.com
File Name: models/networks.py
Class Name: GANLoss
Method Name: get_target_tensor


Project Name: kevinzakka/recurrent-visual-attention
Commit Name: f466871be6ee80533c997cf6c958aa41a697936f
Time: 2018-01-22
Author: kevinarmandzakka@gmail.com
File Name: model.py
Class Name: RecurrentAttention
Method Name: forward


Project Name: kevinzakka/recurrent-visual-attention
Commit Name: f3c5b75e59717c017fa3779b3f29b725e4ac6d9b
Time: 2018-01-24
Author: kevinarmandzakka@gmail.com
File Name: trainer.py
Class Name: Trainer
Method Name: train_one_epoch