It will NOT be interrupted. The workflow is as follows:
Step 1: A 30-second power-off countdown pops up on screen
Step 2: A loading icon appears when 15 seconds remain on the countdown
Step 3: The power-off countdown displays again near the end
Step 4: After all wallpapers finish downloading, the watch returns to the home screen and then executes power-off.