NVIDIA / pix2pixHD

Synthesizing and manipulating 2048x1024 images with conditional GANs
https://tcwang0509.github.io/pix2pixHD/
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Training with custom dataset gives purple images #291

Open Trainmaster9977 opened 2 years ago

Trainmaster9977 commented 2 years ago

Hello! I was training with my own dataset (RGB instead of with labels, and with a .5 learning rate, as the relationships between the data are slightly abstract) and left it going overnight. When I checked it in the morning, all the checkpoint results were fully purple images. I ran it for 18 epochs, and while thats a small number, this is definitely abnormal. It should still give me something at this number, even if it's not accurate in the slightest. Does anybody know why this might have turned out this way?