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README.md 473 B

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  1. # Description
  2. These scripts are going to test the performance between MindQuantum and TensorFlow Quantum 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 mnist.py -n -1 -b 2 -o 8 -p 2
  8. ```
  9. ## TensorFlow Quantum
  10. Run the command below to run mnist classification with TensorFlow Quantum.
  11. ```bash
  12. python3 mnist_tf.py -n -1 -b 2 -o 16
  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。

Contributors (1)