Upon further investigations, I turns out in \torch\_jit_internal.py", line 684, the object that is causing the error is
Object is type: <class 'function'> and the object itself is : <function LSTM.forward at 0x00000214C495D048>

The Irony is, I do not have any LSTM cell in my model!
What am I seeing this?