P.S. I find it weird that cudatoolkit 9.0 is installed instead of 8.0 which pytorch 0.3.0 is compiled with. Why is that?

This is my mistake. I specified dependency on cudatoolkit, but not an exact version.
I’m working on fixing up the 0.3.1 packages.