Solved by RicCu in post #4 
              
              
                They are initialized at the time the Module is instantiated, i.e. conv1 = nn.Conv2d(3, 6, 5), through the reset_parameters() method, which is executed as part of the Module’s __init__. The dimensions of the kernel and bias are set through the module’s constructor arguments. If you want to change the…