Based on the output it seems your model training has reached a plateau, so you would need to play around with some hyperparameters, such as the learning rate etc.
Is the training loss decreasing in the following epochs or is it also approx. constant?
Also, Variables are deprecated since PyTorch 0.4, so you can use tensors now.