All that you do, is to:
Go to Dashboard > Layout > Edit HTML .
Click on the Download Full Template under Backup/Restore section.
You will prompted to choose a location in your hard drive for the download .
Your blogger template will be downloaded in that location in your hard drive.
Done! Wasn’t this so very simple?