It depends on whether the gymnast remains rigid (as stated in question) and whether they are static or moving.
If they are perfectly rigid but non-moving, then the force is just the weight of the gymnast (otherwise they would move).
If they are perfectly rigid but moving (assuming they have fallen from the position in first figure), then it's twice their weight.