As of 1.7.0, complex numbers largely work as expected, but a substantial number of functions aren’t implemented with CUDA acceleration or backwards propagation.
However, if you’re happy to take your own derivatives and not use the GPU acceleration, it works great.
Also when you find an unimplemented feature you need, check the issues on GitHub first, but feel free to create an issue.