Data storage method and device, data reading method and device
A data storage and data technology, applied in the field of data processing, can solve the problems of unsatisfactory overall efficiency and flexibility, and achieve the effect of improving flexibility
Active Publication Date: 2022-04-19
BEIJING BAIDU NETCOM SCI & TECH CO LTD
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Problems solved by technology
[0003] Efficient storage of massive data based on the needs of neural networks has always been the focus of current research. The existing integrated chip design for storage and calculation has certain limitations. The overall efficiency and flexibility of data storage for the characteristics of neural network algorithms are not ideal.
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[0036] Exemplary embodiments of the present application are described below in conjunction with the accompanying drawings, which include various details of the embodiments of the present application 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 application. Also, descriptions of well-known functions and constructions are omitted in the following description for clarity and conciseness.
[0037] Data processing is the technical process of analyzing and processing data (including numerical and non-numerical). Including the processing and processing of analysis, sorting, calculation, editing, etc. of various raw data. With the increasing popularity of computers, information management through computer data processing has become a major application in t...
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The application discloses a data storage method, a device, and a data reading method and device, and relates to the technical fields of artificial intelligence such as data storage and reading, and deep learning. The implementation plan is: obtain the data to be stored and the starting address of the currently available storage unit in the storage array; determine the current data storage operation to be executed according to the starting address and the data to be stored; send the data storage operation to the storage array The first interface, so that the first interface performs a data storage operation, so that the data to be stored is written into each storage unit in each storage block that is identical to the starting unit identifier in a row, one by one. Therefore, by writing the data into the storage unit with the same storage unit identification in each block one by one, without setting up a dedicated memory for each type of data, it avoids affecting the overall storage efficiency due to the imbalance of different types of data , improving storage flexibility.
Description
technical field [0001] This application relates to the field of data processing technology, specifically to the field of artificial intelligence technology such as data storage and reading, deep learning, etc., especially to a data storage method, device, electronic equipment and storage medium, and also to a data reading method and device , electronic equipment and storage media. Background technique [0002] With the rapid development of artificial intelligence technology, smart devices are becoming more and more powerful, making the neural model-based AI (Artificial Intelligence, artificial intelligence) algorithm more and more complex, which brings greater computing and data storage interact. [0003] Efficient storage of massive data based on the needs of neural networks has always been the focus of current research. The existing integrated chip design for storage and calculation has certain limitations. The overall efficiency and flexibility of data storage for the ch...
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IPC IPC(8): G06F3/06
CPCG06F3/0604G06F3/0614G06F3/064G06F3/0689G11C8/12G06F3/0655G06F3/0679
Inventor 严小平
Owner BEIJING BAIDU NETCOM SCI & TECH CO LTD