I am running 03-Twitter-chatbot.ipynb on my laptop which has NVIDIA 1080 8GB graphics card and 64GB i7 RAM processor. For the first 1000 iteration, it takes around half an hour. I believe it stops around 43000 iterations (from the pre-trained checkpoint tar,gz file i guessed).
I am not sure even though i am using tensorflow-gpu why is it using most of the CPU instead of GPU. Kindly let me know if you have the answer. FYI i am running on Windows 10 Professional.