Green Card process can be started at anytime regardless of your status [I am not inferring about out of status or illegal immigrant]. You can be on F1, tourist visa or not even present in U.S. One of my friend did go through the process during his CPT and sailed through processes easily. That was few years ago when Labor approval used to take only 90 days and he was able to get EAD within a short time