upscaling image using encoder/decoder with blocks

you will make the predictions in 4x4 blocks, across the full width and height of the input image. Each 4x4 block prediction will return an 8x8 block, which will double the size of the image produced after assembling all the blocks. Learning will learn to upscale 4x4 to 8x8 blocks.