@ Dheeraj_M_Pai: You can get biases by: net.bias_hh_l0, and net.bias_ih_l0. 0 in l0 stands for layer number. If you have more than one lstm layer then change 0 to 1, 2, or the number of whichever layer you want to manipulate.