In my experience USB "thumb" drives are notoriously unreliable, but that's something you find out only once you attempt to read back the data you've "written" to the device. Always check your medium before use.
Great tool that I found for such drive validation: "Check Flash": http://mikelab.kiev.ua/index_en.php?page=PROGRAMS/chkflsh_en
