Yeah, I use one sample to train and test, it generate great result on it .the result are nearly identical to the origin segmentation result, so i argue that the network architecture has the capacity to do this work, but I still don’t know the reason.seems badly overfitting, but the loss ,numerically so high.initial loss is 0.75, after 400 epoches is 0.22