Toward Large-Scale-Qubit Quantum Circuit Simulation in Quantum Machine Learning with cuTN-QSVM

cuTN-QSVM harnesses NVIDIA’s cuTensorNet library (cuQuantum SDK) to accelerate Quantum Support Vector Machine simulations:

• Scalability — executes QSVM circuits with substantially more qubits than CPU-based simulators.
• Speed — delivers major runtime reductions via high-performance GPU tensor-network contractions.
• Practical impact — enables realistic benchmarking of quantum kernels, informing hardware–software co-design for next-generation quantum machine-learning applications.

Recommended citation: Li, Tai-Yue; Chen, Kuan-Cheng; & Wang, Yun-Yuan. (2024). "Toward Large-Scale-Qubit Quantum Circuit Simulation in Quantum Machine Learning with cuTN-QSVM." Proceedings of the Quantum Techniques in Machine Learning (QTML 2024).
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