Visualize Images while Training at Full Resolution

I would like to visualize CIFAR10 images from the tensors during training at full resolution? Even with un-normalization, they look pixelated.

CIFAR10 images are tiny. They have only 1024 pixels per channel. You can check the original images at https://www.cs.toronto.edu/~kriz/cifar.html.

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