utils.py 文件源码

def getallweights(model):
    # get weights from model
    model_list = MD.model2list(model)
    weight_np = None
    for i in range(len(model_list)):
        model_state_dict = model_list[i].state_dict()
        for k, d in model_state_dict.items():
            k_split = k.split(".")
            if k_split[-1] == "weight":
                d_np = d.cpu().numpy()
                d_np = d_np.reshape(d_np.size, 1)
                if weight_np is None:
                    weight_np = d_np
                else:
                    weight_np = np.row_stack((weight_np, d_np))
    return weight_np