Using CUDA without connecting a GPU to a monitor

I installed NVIDIA Quadro K4200 on my Supermicro XDTU-F server running Windows 7 64bit. I installed the GPU driver 382.05 and my device manager says that my GPU is running properly. Then, I install CUDA 8.0 with cudnn 6.0.

This GPU does not connect to monitor because I would like to use it for my deep learning applications. Does the non-connecting GPU cause a problem for using CUDA? Because my TensorFlow programs does not find CUDA at all.