Performance Issues with Tensorflow Pose-estimation demo

My Tensorflow pose-estimation demo works but getting 1 frame every 2-4 seconds with canned 1080p video!

Here are my specs

Hardware + driver
GeForce GTX 960M
Driver version 431.60
Intel Core i7 6700HQ CPU 2.6 GHz
15.87 GB RAM

Windows 10
CUDA 10.0
Python 3.6.8
tensorflow 1.14.0


  1. I had to comment out the line
import tensorflow.contrib.tensoort as trt

to avoid compile errors.

Could this be causing my performance issues?

  1. I have both tensorflow and tensorflow-gpu installed. How do I know which one I am running?

  2. What other steps should I take to help troubleshoot performance?

Any feedback appreciated!