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Data processing method and device, equipment and storage medium

A data processing and processing module technology, applied in the field of data processing, can solve problems such as waste of computing resources, achieve the effects of improving versatility, reducing waste of computing resources, and improving flexibility

Pending Publication Date: 2022-05-27
BEIJING DAJIA INTERNET INFORMATION TECH CO LTD
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Problems solved by technology

[0004] The present disclosure provides a data processing method, device, device, and storage medium to at least solve the problem of waste of computing resources in the related art

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  • Data processing method and device, equipment and storage medium
  • Data processing method and device, equipment and storage medium
  • Data processing method and device, equipment and storage medium

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Embodiment Construction

[0046] In order to make those skilled in the art better understand the technical solutions of the present disclosure, the technical solutions in the embodiments of the present disclosure will be clearly and completely described below with reference to the accompanying drawings.

[0047] It should be noted that the terms "first", "second" and the like in the description and claims of the present disclosure and the above drawings are used to distinguish similar objects, and are not necessarily used to describe a specific sequence or sequence. It is to be understood that the data so used may be interchanged under appropriate circumstances such that the embodiments of the disclosure described herein can be practiced in sequences other than those illustrated or described herein. The implementations described in the illustrative examples below are not intended to represent all implementations consistent with this disclosure. Rather, they are merely examples of apparatus and methods ...

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Abstract

The invention provides a data processing method and device, equipment and a storage medium, the method is applied to a feature vector processing module, the feature vector processing module is carried in computing equipment used for operating a neural network, and the method comprises the following steps: responding to a first instruction for the feature vector processing module; obtaining calculation task information of the target calculation unit under the first instruction; feature data related to the calculation task and network parameters used for configuring the target calculation unit are obtained according to the calculation task; and performing vector calculation processing on the feature data through a target calculation unit obtained through network parameter configuration to obtain a processing result of the calculation task information. Various types of vector calculations in the neural network are abstracted into the vector calculation units suitable for various vector calculation subtasks in the neural network, so that the universality of the vector calculation units is improved, the flexibility of the vector calculation units in processing various vector calculations is improved, and the waste of calculation resources is effectively reduced.

Description

technical field [0001] The present disclosure relates to the technical field of data processing, and in particular, to a data processing method, apparatus, device, and storage medium. Background technique [0002] With the large-scale application of neural networks, special chips for neural networks have appeared to complete the computational processing of neural networks to accelerate the computational processing of neural networks. The dedicated chip includes a matrix processing unit for processing matrix multiplication and convolution calculations with a high proportion of calculations, and a vector processing unit for processing other vector calculations in the neural network. [0003] In the related art, the vector processing unit is currently mainly implemented by a digital signal processor (Digital Signal Process, DSP) or a customized unit designed for vector computing in a neural network. The design structure of DSP is relatively complex, the vector computing effici...

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Application Information

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IPC IPC(8): G06N3/063
CPCG06N3/063
Inventor 曹文慧杨超马越钟辉
Owner BEIJING DAJIA INTERNET INFORMATION TECH CO LTD
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