For example, the input is 16×3×128×128 （batchsize=16）.For each one among the batch ，I will crop one patch of different size respectively, that is my patch_up_A_temp.   And I want to resize all the patch to the same size(64,64) and finally, for this batch, I get an output of 16×3×64×64.