Storage space allocation method, device, terminal, and computer-readable storage medium

A storage space and allocation method technology, applied in the field of computer-readable storage medium and storage space allocation, can solve the problem of high programming complexity and achieve the effect of simplifying software programming complexity

Active Publication Date: 2022-01-11
SHENZHEN INTELLIFUSION TECHNOLOGIES CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, the software programming complexity of current convolutional neural network processors is generally high

Method used

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  • Storage space allocation method, device, terminal, and computer-readable storage medium
  • Storage space allocation method, device, terminal, and computer-readable storage medium
  • Storage space allocation method, device, terminal, and computer-readable storage medium

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Embodiment Construction

[0033] In order to make the purpose, technical solution and advantages of the present application clearer, the present application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, and are not intended to limit the present application.

[0034] It should be understood that when used in this specification and the appended claims, the term "comprising" indicates the presence of described features, integers, steps, operations, elements and / or components, but does not exclude one or more other features. , whole, step, operation, element, component and / or the presence or addition of a collection thereof.

[0035] It should also be understood that the terminology used in the specification of the present application is for the purpose of describing specific embodiments only and is not intended to limit the presen...

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Abstract

The present application belongs to the field of data storage technology, and in particular relates to a storage space allocation method, device, terminal and computer-readable storage medium, wherein the method includes: traversing the input layer combination and output of each layer combination of the convolutional neural network Layer combination to obtain a first target layer combination; judging whether there is a first target input layer combination that has allocated storage space among the multiple input layer combinations included in the output layer combination of the first target layer combination; if the first target If there is a first target input layer combination with allocated storage space among the multiple input layer combinations contained in the output layer combination of the layer combination, record in the storage space mapping table that the storage space of the first target input layer combination is allocated to The combination of the first target layer simplifies the software programming complexity of the convolutional neural network processor.

Description

technical field [0001] The present application belongs to the technical field of data storage, and in particular relates to a storage space allocation method, device, terminal and computer-readable storage medium. Background technique [0002] The convolutional neural network (CNN) consists of the most basic layer (Layer), each Layer corresponds to an operation, and the operation type of the operation can include convolution operation (Convolution), pooling operation (Pooling), element-wise operation (Element-Wise), connection operation (Concatenate), fully connected operation (Fully-Connected), batch normalization operation (Bath-Normalization), etc. [0003] A neural network processor (NNP) is a processor dedicated to performing convolutional neural network computing tasks. However, the software programming complexity of current convolutional neural network processors is generally high. Contents of the invention [0004] Embodiments of the present application provide a...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F9/50G06N3/04
CPCG06F9/5011G06F9/5016G06F9/5022G06N3/045
Inventor 文博曹庆新
Owner SHENZHEN INTELLIFUSION TECHNOLOGIES CO LTD
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