Solved by halahup in post #20 
              
              
                Both were 1.0.1 installed through conda. So, one of the cards always results in issues running the model, the other one runs just fine (I tried them both separate in different PCIe ports). I am not sure how CUDA processes the information on the device but it seems that something wrong with the GPU a…