Solved by albanD in post #2 
              
              
                Hi, 
The nn.Conv2D() layer has  a .weight and a .bias that contain the weights and bias used by the convolution. 
As you can see in the module’s implementation here, it’s just using the functional interface and give these weights and biases to it. You can use directly this functional interface if yo…