Even I use gpu to accelerate the computation, i still find the speed is too slow.
Thanks for the professional users, and I find the right answer!
I also need to install cuDNN!
And after that i still need to do the configuration, as follows
cnmem = 0.8
2. Download cudnn, and do the configuration