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MindSpore-MindQuantum
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MindSpore-MindQuantum/tutorials/benchmarks/qaoa
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README.md init mindquantum 5 years ago
_parse_args.py init mindquantum 5 years ago
qaoa_mindquantum.py hiqfermion bug 5 years ago
qaoa_paddle.py init mindquantum 5 years ago

README.md

Description

These scripts are going to test the performance between MindQuantum and PaddlePaddle Quantum with QAOA algorithm.

Please install PaddlePaddle Quantum before runing these scripts.

MindQuantum

Run the command below to run QAOA algorithm with MindQuantum.

python3 qaoa_mindquantum.py -o 1

PaddlePaddle Quantum

Run the command below to run QAOA algorithm with PaddlePaddle Quantum.

python3 qaoa_paddle.py
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MindQuantum是结合MindSpore和HiQ开发的量子机器学习框架，支持多种量子神经网络的训练和推理。得益于华为HiQ团队的量子计算模拟器和MindSpore高性能自动微分能力，MindQuantum能够高效处理量子机器学习、量子化学模拟和量子优化等问题，性能达到业界TOP1，为广大的科研人员、老师和学生提供了快速设计和验证量子机器学习算法的高效平台。

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