As suggested I removed the unrequired parameters. Those that were left were the fully_layer_1=512, fully_layer_2=256 and drop-rate=0.5.
Nevertheless the error log is still saying the same “song” :
File “C:- DOCKING\Macros\py\inouts\pthModels\pthModels.py”, line 15, in 
class CNNModel1(nn.Module):
TypeError: str() argument 2 must be str, not tuple
What is argument 2 ?