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Kind PyTorch Tutorial for beginners

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I tried to train UNet with Geforce 1080, but there will be a trouble with out of memory cuda error even if I set batch size with 4. Do you...

Question: what dataset is to be used with 'Input_Pipeline_Pretrained.ipynb'?

How to lighten black and white images with dark field noise such as this ![image](https://user-images.githubusercontent.com/36293393/194748167-57eb1758-c6c5-4eb2-9130-c64f9d5ae6f5.png)