In my experience you need a good i-net connection.
Remember, the file is 300+ MByte.
So for a download within an hour you need ~1Mbit/s.

I just tested with a good wlan-i-net connection,
and interrupted the download with Ctrl-C.
Restarting the Debian-image-installer program
resumed download at the break-off-size of the file.