right, that’s why getting concatenated tensor shape as (56,56,128) is not good idea or wrong. What can we do about concatenating multiple tensors? Do we need to reshape it back to (30,30, 128), (26,26,128)  into (W, H) shape then concatenate then reshape it back to (W, H, C)? Do you have any possible thoughts? Thanks!