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Create a invertable scaling function that can take a low resolutiong grid and scale it up to the desired size, likewise create a function that can do the reverse. Verify applying the scaling then shrinking returns the same map.
For example the 2x2 grid below
12
34
scaled up to 4x4 should be
1122
1122
3344
3344
If scaling does not divide cleanly, choose some deterministic and reversable method to resolve rounding
Activity
[-]Scale latent map[/-][+]Scale low resolution grid[/+]