Thanks Dirik,
We were in a hurry and we were copying the configuration and editing it rather than creating a new one and which was not allowing us to change the version earlier.
Now we have created a new configuration and it is working as expected.
Alternate solution: To resolve the issue we replaced the values 10g with 12c in the atl files and imported it in PAT which also worked as expected,