Lightweight and rapid quantum circuit simulation implementation system based on PyTorch
A quantum circuit and system implementation technology, applied in the field of quantum computing, can solve problems such as inflexible computing and slowness, and achieve the effect of increasing flexibility and optimizing operating efficiency
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[0027] like figure 1 As shown, this embodiment relates to a quantum circuit model for image classification based on the quantum circuit simulation implementation system, including: the quantum circuit design module, the quantum circuit conversion module, and the quantum circuit calculation module and user-defined input images and category labels, wherein: the quantum circuit design module obtains the quantum circuit object according to the quantum circuit description defined by the user; the quantum circuit conversion module compiles and converts the quantum circuit object to obtain the quantum circuit PyTorch module, The quantum circuit calculation module performs calculation processing according to the quantum circuit PyTorch module and the quantum state input by the user, and obtains the measurement result of the quantum circuit; the result is combined with the user-defined PyTorch optimizer to realize the image classification task. The quantum circuit input by the user des...
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