Code taking longer for a single image inference

[vinits5]

Why does the code take like 2 to 3 mins to infer key-points from an image with a single person? It seems like the code is not running on GPU. I even tried to transfer the model on GPU but still works slow. Maybe you can point me to the correct solution. Thanks