a178a47269013e94c4756f94a2c9a0c373e04a18,examples/next-frame.py,VideoFrameSampler,_sample,#VideoFrameSampler#,589

Before Change


            print("RESET")
            self.seed()
        if self.gan.config.random:
            samples += [("rand", self.rg)]
            self.rz = self.EZ(self.rg, context={"z":self.rz})
            self.rc = self.EC(self.rz, context={"c":self.rc})
            self.rg = self.G(self.rc, context={"z":self.rz})
        self.i += 1

After Change


    def _sample(self):
        self.next_input()
        samples = []
        inframes = self.current_frames[-args.per_sample_frames+1:]
        enc = self.gan.encoder(torch.cat(inframes, dim=1))
        self.state = self.gan.state(enc, context={"past": self.state})
        g = self.gan.decoder(self.state)
        self.current_frames += [g]
        self.current_frames = self.current_frames[1:]
        self.g = g
        print(self.g.mean())
        if self.i % (8*24) == 0:
            print("RESET")
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 3

Non-data size: 5

Instances


Project Name: HyperGAN/HyperGAN
Commit Name: a178a47269013e94c4756f94a2c9a0c373e04a18
Time: 2021-01-02
Author: mikkel@255bits.com
File Name: examples/next-frame.py
Class Name: VideoFrameSampler
Method Name: _sample


Project Name: eriklindernoren/PyTorch-GAN
Commit Name: 9e3ac57d2a0480ded339841dda18b13e2645987f
Time: 2018-05-12
Author: eriklindernoren@gmail.com
File Name: implementations/bicyclegan/bicyclegan.py
Class Name:
Method Name: sample_images


Project Name: eriklindernoren/PyTorch-YOLOv3
Commit Name: 142bc348f80ae6c1f6ede5b598b0443af8048717
Time: 2018-05-22
Author: eriklindernoren@live.se
File Name: models.py
Class Name: Darknet
Method Name: forward