In Go-land, you should be able to replace uses of memchr with IndexByte[1], which should be implemented in Assembly on most platforms.
Of course, for any of this to have a big impact, you'll want to take Mike Haertel's advice on avoiding line breaking and stop using bufio.Scanner. :-)