tohinz / ConSinGAN

PyTorch implementation of "Improved Techniques for Training Single-Image GANs" (WACV-21)

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All the generated/Fake samples at each stages are found to be a black image.

JJashim opened this issue · comments

All the Fake_sample and generated_sample at each stage is found to be a black/Null image (though no black in my training image).

Training model (TrainedModels/chk1/2021_05_21_21_23_43_generation_train_depth_3_lr_scale_1.0_act_lrelu_0.05)
Training model with the following parameters:
number of stages: 8
number of concurrently trained stages: 3
learning rate scaling: 1.0
non-linearity: lrelu
Training on image pyramid: [torch.Size([1, 3, 26, 38]), torch.Size([1, 3, 29, 43]), torch.Size([1, 3, 34, 50]), torch.Size([1, 3, 40, 61]), torch.Size([1, 3, 51, 77]), torch.Size([1, 3, 72, 108]), torch.Size([1, 3, 127, 191]), torch.Size([1, 3, 166, 250])]

-- Can you please resolve.