Solved by spacemeerkat in post #2 
              
              
                Maybe my answer here is too basic but this is how I generally do this: 
Load the model: 
from model_location import model 
Instantiate the model: 
m = model() 
Load the state dictionary required: 
m.load_state_dict(torch.load(state_dictionary_saved_at_epoch_7.pt')) 
(as you have saved it as saved.pt …