Also added a tiny bit of exponential backoff.

BUG=375479

Review URL: https://codereview.chromium.org/350433003

git-svn-id: svn://svn.chromium.org/chrome/trunk/tools/depot_tools@291682 0039d316-1c4b-4281-b951-d872f2087c98