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Artificial intelligence training method and device based on block chain and storage medium

A technology of artificial intelligence and training method, applied in the field of communication, can solve the problem of high cost, achieve the effect of saving cost and improving the utilization rate of computing resources

Pending Publication Date: 2020-10-30
全链通有限公司
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AI Technical Summary

Problems solved by technology

The cost of building large-scale computer clusters is relatively high

Method used

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  • Artificial intelligence training method and device based on block chain and storage medium
  • Artificial intelligence training method and device based on block chain and storage medium
  • Artificial intelligence training method and device based on block chain and storage medium

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Embodiment Construction

[0047] Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, the same numerals in different drawings refer to the same or similar elements unless otherwise indicated. The implementations described in the following exemplary examples do not represent all implementations consistent with the present disclosure. Rather, they are merely examples of apparatuses and methods consistent with aspects of the present disclosure as recited in the appended claims.

[0048] The blockchain-based artificial intelligence training method provided by the embodiment of the present invention can be applied to figure 1 The communication system shown. Such as figure 1 As shown, the communication system includes: an AI training task initiation node, an AI training node and an accounting node, wherein the AI ​​training task initiation node, the AI ​​trainin...

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Abstract

The embodiment of the invention provides an artificial intelligence training method and device based on a block chain and a storage medium. According to the embodiment of the invention, the method comprises: the AI training task initiating node broadcasting the AI training task in the blockchain network; the AI training node with the computing resources in the block chain network can perform modeltraining by adopting the own computing resources to obtain the model parameters, and furthermore, the AI training node can broadcast the model parameters to the block chain network. That is to say, it is possible to obtain a product, idle computing resources can be integrated for model training through the block chain network. For example, an AI training task is issued on a block chain network, so that nodes with computing resources or training samples in the block chain network can jointly complete the AI training task, the cost required for constructing a large-scale computer cluster is saved, and meanwhile, the utilization rate of the computing resources is increased.

Description

technical field [0001] The embodiment of the present invention relates to the field of communication technology, and in particular to a blockchain-based artificial intelligence training method, equipment and storage medium. Background technique [0002] With the continuous development of artificial intelligence (AI) technology, AI technology can be applied in many fields, for example, it can be applied in model training such as speech recognition and machine translation. [0003] Usually, an AI training requires a large amount of calculation. For example, a speech recognition model training may involve 20E Flops of floating point calculations, and a machine translation model training may involve 10E Flops or even hundreds of EFlops of floating point calculations. In order to complete an AI training, it is often necessary to build a large-scale computer cluster. And the cost of building a large-scale computer cluster is relatively high. Contents of the invention [0004]...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/27G06N20/00
CPCG06F16/27G06N20/00
Inventor 路成业王凌
Owner 全链通有限公司
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