I have the same issue with 2080 ti. The model runs fine on another machine with 1080ti and a similar environment. I have:
torch: 1.0.1.post2
cuda: 10.0.130
cudnn: 7402
The weird thing is that my other models all work with this setup even on the 2080ti machine.