Pytorch中,变量参数,用numel得到参数数目,累加

def get_parameter_number(net):
  total_num = sum(p.numel() for p in net.parameters())
  trainable_num = sum(p.numel() for p in net.parameters() if p.requires_grad)
  return {'Total': total_num, 'Trainable': trainable_num}

Keras中,直接使用model的summary函数

model = k_model()
model.summary()