Fig. 7

The impact of quantum parameter quantity on the performance of HQC-TF. It could be found that the number of variational layers had little impact on the improvement of model performance, which indicated that shallow circuits are sufficient.

The impact of quantum parameter quantity on the performance of HQC-TF. It could be found that the number of variational layers had little impact on the improvement of model performance, which indicated that shallow circuits are sufficient.