tensorflow doesn't use GPU even it's detecting it

Solution 1:

Your CUDA graph in that picture says 89% and you are using 6GB of GPU RAM.

enter image description here

It definitely is using the GPU, the other graphs are apparently showing low figures because you are not doing 3D stuff.

If you need it to go faster now then you will likely need a better GPU.