Use COPY FROM STDIN to load all the records in one command, instead of a series of INSERT commands. This reduces parsing, planning, etc overhead a great deal. If you do this then it's not necessary to fool around with autocommit.
Read the upstream documentation. For corrections, first check the current manual.