Memory management device and method for intelligent processor and electronic equipment

Abstract

The invention provides a memory management device and method for an intelligent processor, and the device comprises: a cyclic memory segment which comprises a first memory region, a second memory region and a third memory region that are used for the fractal operation, protocol operation, data loading and write-back call of the intelligent processor in an operation process; and the static memory segment that comprises a fourth memory area and a fifth memory area that are used for storing a fractal instruction input by the intelligent processor during operation. Based on the difference of instruction execution life cycles, the memory of the intelligent processor control system is managed in a classified mode, the execution efficiency of the intelligent processor can be improved, the tensorreplacement unit is additionally arranged in the memory management device, so the execution efficiency of the intelligent processor can be further remarkably improved, and meanwhile data consistency is maintained.

Description

technical field [0001] The present disclosure relates to the field of computer technology, in particular to a memory management device, method and electronic equipment for an intelligent processor. Background technique [0002] As an emerging tool, machine learning algorithms are being used more and more in the industry, including image recognition, speech recognition, face recognition, video analysis, intelligent recommendation, game competition and other fields. In recent years, in response to the increasingly widely used machine learning loads, many machine learning dedicated computers of different sizes have appeared in the industry. For example, on the mobile side, some smartphones use machine learning processors for face recognition, and on the cloud server side, machine learning computers are used for acceleration. [0003] Machine learning algorithms hold great promise, but applications are constrained by programming challenges. The wide range of application scenar...

AI Technical Summary

Problems solved by technology

[0004] However, the programming framework only alleviates the programming challenges that users encounter when programming; for hardware manufacturers, the challenge becomes more serious

Now, hardware manufacturers not only need to provide programming interfaces for each hardware product, but also need to transplant each programming framework to each hardware product, which has resulted in huge software development costs

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