f"Invalid optim model for optim scope({optim_scope}), number of optim_model={len(optim_model)}, and number of optim_model's params={len(optim_model[0].parameters())}"
optim=getattr(optimizer,optim_name)(
learning_rate=lr,grad_clip=grad_clip,
**optim_cfg)(model_list=optim_model)
logger.debug("build optimizer ({}) for scope ({}) success..".format(