Model training method and device, storage medium and electronic equipment
A model training and model technology, which is applied in the field of artificial intelligence, can solve problems such as the failure of other businesses to run normally, affect the performance of the computer, and occupy large computer resources, so as to reduce the consumption of computer resources, reduce the impact, and avoid leakage.
Active Publication Date: 2021-10-01
BANK OF CHINA
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Problems solved by technology
[0004] This application provides a model training method and device, storage media, and electronic equipment, with the purpose of solving the problem that local training of the model requires a large amount of computer resources, which affects the operating performance of the computer and causes other businesses to fail to operate normally.
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[0047] The following will clearly and completely describe the technical solutions in the embodiments of the application with reference to the drawings in the embodiments of the application. Apparently, the described embodiments are only some of the embodiments of the application, but not all of them. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the scope of protection of this application.
[0048] As used herein, the term "comprise" and its variations are open-ended, ie "including but not limited to". The term "based on" is "based at least in part on". The term "one embodiment" means "at least one embodiment"; the term "another embodiment" means "at least one further embodiment"; the term "some embodiments" means "at least some embodiments." Relevant definitions of other terms will be given in the description below.
[0049] It should be noted that concepts such ...
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The invention provides a model training method and device, a storage medium and electronic equipment. The method comprises the following steps: sending encrypted model training data and a model training algorithm to a cloud platform; performing model training on the encrypted model training data through the cloud platform based on an encrypted model training algorithm to obtain an encrypted model; and decrypting the encryption model to obtain a target model. According to the scheme, the model training data and the model training algorithm are encrypted and transmitted to the cloud platform; and the cloud platform carries out model training on the encrypted model training data directly based on the encrypted model training algorithm, so that leakage of the model training data of the data is avoided. Moreover, the model training is carried out on the cloud platform instead of local training, so that the resource loss of the computer is reduced, and the influence on the operation performance of the computer is reduced.
Description
technical field [0001] The present application relates to the field of artificial intelligence, and in particular to a model training method and device, a storage medium and electronic equipment. Background technique [0002] With the development of artificial intelligence, neural network models are widely used in various fields, including speech recognition, computer vision, medical treatment, and intelligent games. The neural network model needs to be trained before it can be put into use. [0003] In the prior art, model training is usually performed locally, and the process of model training often requires a large amount of computer resources, thereby affecting the operating performance of the computer and causing other businesses to fail to operate normally. Contents of the invention [0004] This application provides a model training method and device, storage media and electronic equipment, aiming to solve the problem that local model training needs to occupy a lar...
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Login to View More IPC IPC(8): H04L29/06G06N3/08
CPCH04L63/0428H04L63/08G06N3/08
Inventor 车瑞红
Owner BANK OF CHINA