Answer: 32
First round:

only even numbers left
Second round:

only multiples of 4 left
Third round:

only multiples of 8 left
Fourth round: Only multiples of 16 will be left
Fifth round: Only multiples of 32 will be left.
32 is the only multiple of 32 under 50, so 32 is the last number left.