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Fix unet upsampling dimensions#18

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davegrays wants to merge 3 commits intodome272:mainfrom
davegrays:patch-1
Open

Fix unet upsampling dimensions#18
davegrays wants to merge 3 commits intodome272:mainfrom
davegrays:patch-1

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@davegrays
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the channel dimensions for the unet were doing some weird things (e.g. decreasing by 4x then back to 2x)
I believe this is more consistent with the original unet implementation

the channel dimensions for the unet were doing some weird things  (e.g. decreasing by 4x then back to 2x)
I believe this is more consistent with the original unet implementation
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