For the previous slowdown using the same 3rd party libs, the framework overhead 11 might play a role in it.
For your issue between 1.6 vs. 1.7 we would need more information. I.e. which CUDA, cudnn versions are you using? Were any of these changed? What kind of device and model etc.?