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Quantum state data processing model training method and device, electronic equipment and medium

A technology of data processing and training methods, applied in the field of quantum computing, can solve problems affecting quantum analysis effects, consumption, large computing resources, etc.

Active Publication Date: 2021-09-07
BEIJING BAIDU NETCOM SCI & TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0003] In related technologies, quantum analysis (for example, Schmidt decomposition) adopts neural network technology, but the trained quantum neural network usually consumes large computing resources when performing quantum analysis, thereby affecting the effect of quantum analysis

Method used

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  • Quantum state data processing model training method and device, electronic equipment and medium
  • Quantum state data processing model training method and device, electronic equipment and medium
  • Quantum state data processing model training method and device, electronic equipment and medium

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Embodiment Construction

[0025] Exemplary embodiments of the present disclosure are described below in conjunction with the accompanying drawings, which include various details of the embodiments of the present disclosure to facilitate understanding, and they should be regarded as exemplary only. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the disclosure. Also, descriptions of well-known functions and constructions are omitted in the following description for clarity and conciseness.

[0026] figure 1 is a schematic diagram according to the first embodiment of the present disclosure.

[0027] Wherein, it should be noted that the execution subject of the training method of the quantum state data processing model in this embodiment is the training device of the quantum state data processing model, which can be realized by software and / or hardware, and ...

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Abstract

The invention provides a training method and device of a quantum state data processing model, electronic equipment and a medium, and relates to the technical field of quantum calculation, in particular to the technical field of quantum neural networks, and the specific implementation scheme is as follows: obtaining sample quantum state data, and determining an initial quantum state data processing model, the method comprises the steps of obtaining sample quantum state data, inputting the sample quantum state data into an initial quantum state data processing model to obtain output state data output by the initial quantum state data processing model, carrying out entanglement weighting processing on the output state data to obtain target output state data, and training the initial quantum state data processing model according to the target output state data to obtain target output state data. And obtaining a target quantum state data processing model. Therefore, when the target quantum state data processing model is adopted to execute the quantum analysis task, calculation resources occupied by quantum analysis can be effectively reduced, the quantum analysis efficiency and practicability are improved, and the quantum analysis effect is effectively assisted to be improved.

Description

technical field [0001] The present disclosure relates to the technical field of quantum computing, specifically to the technical field of quantum neural networks, and in particular to a training method, device, electronic equipment and medium for a quantum state data processing model. Background technique [0002] Quantum entanglement is a unique phenomenon in quantum mechanics. When several particles interact with each other, because the characteristics of each particle have been integrated into the overall property, at this time it is impossible to describe the properties of each, but only the properties of the overall system. This phenomenon is called quantum entanglement. Quantum entanglement is one of the most important resources in quantum science and technology, and is a basic component of quantum computing and quantum information processing. Schmidt Decomposition (Schmidt Decomposition, SD) is a basic tool for analyzing quantum entanglement, and it is the most core...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06N10/00
CPCG06N10/00
Inventor 王鑫陈然一鎏赵犇池
Owner BEIJING BAIDU NETCOM SCI & TECH CO LTD
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