Fig. 4: Performance analysis of quantum propagation. | Communications Physics

Fig. 4: Performance analysis of quantum propagation.

From: Quantum sequel of neural network training

Fig. 4

It shows training error rate vs. number of training spin configurations m during the first epoch. The vertical red dashed line marks m0 = 10—the number of MNIST classes. Notable improvement in accuracy is observed when m ≲ m0. Saturation behavior beyond this point suggests formation of m0 class-labeled basins in the low-energy space.

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