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README.md 512 B

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  1. # Description
  2. These scripts are going to test the performance between MindQuantum and TensorFlow Quantum about gradient calculation on mnist dataset.
  3. Please install TensorFlow Quantum before runing these scripts.
  4. ## MindQuantum
  5. Run the command below to run mnist classification with MindQuantum.
  6. ```bash
  7. python3 mindquantum_grad.py -n 500 -o 8
  8. ```
  9. ## TensorFlow Quantum
  10. Run the command below to run mnist classification with TensorFlow Quantum.
  11. ```bash
  12. python3 tensorflow_quantum_grad.py -n 500 -o 8
  13. ```

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。