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Illustration of GPC, E-P and N-P in graph form and matrix form. They show that even though they represent the same edge, Eij and Eji get through different path in model, which make their gradient different. So we should regard Eij and Eji as two streams of the edge and use multi-stream BP algorithm to calculate its real gradient.
