The content loss is the mean squared error calculated between each pixel value from the real image and each pixel value from the generated image. The pixel-wide MSE loss calculates how different the generated images are from the real images. The formula for calculating the pixel-wide MSE loss is as follows:
Here, 
represents a high-resolution image generated by the generated network. 
represents a high-resolution image sampled ...
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