Loading Checkpoints for Inference

[tommycwh]

I tried to load the provided pretrained weights on CelebA dataset to give predictions about the sample images from the folder examples/celeba. However, it says that the pretrained weights do not match with the network structures.

...
testing images = 2000                                                                           
model [TC] was created                                                                     
creating web directory ./results/celeba_styleD/test_latest                               
loading the model from ./checkpoints/celeba_styleD/celeba_styleD/latest_net_E.pth                                                 
Pretrained network E is unmatched                                        
loading the model from ./checkpoints/celeba_styleD/celeba_styleD/latest_net_G.pth                                 
Pretrained network G is unmatched                                                          
loading the model from ./checkpoints/celeba_styleD/celeba_styleD/latest_net_D.pth                                                      
Pretrained network D is unmatched                                           
loading the model from ./checkpoints/celeba_styleD/celeba_styleD/latest_net_T.pth                                                        
Pretrained network T is unmatched                                                         
---------- Networks initialized -------------    
...

Is this expected and would this affect the prediction?

In fact, the predictions I got are not reasonable, for example:

Thank you very much for your help.