    config["optimizer"] = {"type":"SGD", "optim_params":{"lr":1.0, "momentum":0.9, "weight_decay":0.0005, "nesterov":True}, "lr_type":"inv", "lr_param":{"init_lr":0.0003, "gamma":0.0003, "power":0.75} }
