AS I type this, the National Weather Service is predicting 1-3 inches of snow for Lake Tahoe, CA tomorrow, the day that the Tour of California is scheduled to start. The website says there are contingency plans. I know I have seen video of other races taking place in the snow. Guess the move to May didn't make cold weather impossible.
This is the current weather report: