Open Developer Tools:
- In the top right corner of the browser, click on the button with three horizontal lines
- Go to More Tools > click on Developer Tools
Then:
- Click on the >> beside Elements, Console, etc
- Reload the page
- See the size in the Size Column
Source: http://superuser.com/questions/364868/how-do-i-determine-the-size-of-a-page-source-in-chrome