Resource scheduling method, hardware accelerator and electronic equipment

Abstract

The invention discloses a resource scheduling method, a hardware accelerator and electronic equipment. The resource scheduling method is applied to a hardware accelerator, and a hardware architectureof the hardware accelerator comprises at least one memristor chip, wherein each memristor chip in the at least one memristor chip comprises at least one memristor array. The resource scheduling methodcomprises the steps of determining model information of a set calculation model; setting that the calculation model comprises at least one calculation layer; based on the model information and the hardware architecture, determining configuration information corresponding to the hardware accelerator when executing operation of each computing layer in at least one computing layer, wherein the configuration information at least comprises a working mode of each memristor chip in the at least one memristor chip, and the working mode represents the number of memristor arrays correspondingly configured by each hardware resource in the memristor chip; and when the operation of each computing layer in the at least one computing layer is executed, performing hardware resource scheduling on the hardware accelerator according to the corresponding configuration information.

Description

technical field [0001] The application relates to the communication field, and in particular to a resource scheduling method, a hardware accelerator and electronic equipment. Background technique [0002] In the related art, an accelerator based on a memristor (ReRAM, Resistance Random Access Memory) is usually used to perform a calculation task of a neural network. Since different neural networks have different calculation and storage volumes, in the process of scheduling hardware resources in the accelerator to perform related calculation tasks, there is a problem that the hardware resources of the accelerator do not match the actual resource requirements, resulting in waste of hardware resources. Or the hardware resources cannot meet the related demands of the computing task. Contents of the invention [0003] In view of this, the embodiment of the present application expects to provide a resource scheduling method, a hardware accelerator, and an electronic device to s...

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Problems solved by technology

[0003] In view of this, the embodiment of the present application expects to provide a resource scheduling method, a hardware accelerator, and an electronic device to solve the problem of hardware resources and computing tasks of the accelerator when the memristor-based accelerator in the related art executes the computing tasks of the neural network. Technical issues where actual resource requirements do not match

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