Solved by mratsim in post #3 
              
              
                @Rinku_Jadhav2014 unfortunately that tutorial is incomplete to resume training. It will only allow saving a model but it does not save the optimizer, epochs, score, etc. 
@Bixqu You can check the ImageNet Example line 139 
        save_checkpoint({
            'epoch': epoch + 1,
            'arch':…