I just checked. Indeed backpropagation is broken.
Setting input.requires_grad=True, will make the warning go away and backprop work again that is true. However, calculating/storing the gradients for the Input should not be necessary as you dont need that for standard backprop and would also be a huge memory requirement as well, defeating the whole purpose of using checkpoint_sequential in the first place.