Chef Infra server backup and restore

I have a Chef infra server 12.x on a machine which needs to be backed up and restored to another machine that has Chef infra server 14.x. Chef-Infra-Client on the child nodes is using Chef client 16.x.

I use chef-server-ctl command for backup from old server and when restoring it on the new VM, I run into below issue -
package opscode 14.0.65 installed, but backup was from 12.15.8+20170717150016. Please install correct version, restore, then upgrade.

Is it possible to backup to the different version like above?
If not, what are options to do so?