  Gradient Episodic Memory is indeed a novel method for continual learning,
which solves new problems quickly without forgetting previously acquired
knowledge. However, in the process of studying the paper, we found there were
some problems in the proof of the dual problem of Quadratic Program, so here we
give our fixed version for this problem.
