Can one check with the interviewer why didn't pass a job interview?

One certainly can ask. The interviewer may or may not wish to discuss the matter. If he/she does, the interviewee may gain valuable insight regarding his/her interview skills and/or qualifications. If the interviewer does not wish to discuss the matter, he/she cannot be compelled to do so except, perhaps, in a discrimination lawsuit.