Data processing method and device, electronic equipment and storage medium

Abstract

The invention provides a data processing method and device, electronic equipment and a storage medium, and the device comprises a scheduler which is used for determining a data processing task of each puzzle processor in a plurality of programmable puzzle processors and a connection relation among the plurality of puzzle processors based on a configuration instruction; and each puzzle processor in the plurality of puzzle processors is used for executing the data processing task corresponding to the puzzle processor. According to the embodiment of the invention, the calculation tasks of different network layers are realized by scheduling the plurality of programmable jigsaw processors, so that the number of the jigsaw processors used for realizing the calculation tasks of different network layers can be flexibly scheduled according to the calculation resources required by each network layer, and the universality of the data processing device is improved.

Description

technical field

[0001] The present disclosure relates to the technical field of data processing, and in particular, to a data processing method, apparatus, electronic device, and storage medium. Background technique

[0002] In the hardware design of programmable artificial intelligence (AI) of neural network, hardware units are designed for different network layers according to the computing resources consumed by different network layers of the neural network to perform processing tasks. The current hardware design method has the problem of poor versatility. SUMMARY OF THE INVENTION

[0003] The embodiments of the present disclosure provide at least a data processing method, an apparatus, a computer device, and a storage medium.

[0004] In a first aspect, an embodiment of the present disclosure provides a data processing apparatus, including: a scheduler and a plurality of programmable puzzle processors; wherein: the scheduler is configured to determine the plurality of...

Examples

Embodiment Construction

[0029] In order to make the purposes, technical solutions and advantages of the embodiments of the present disclosure more clear, the technical solutions in the embodiments of the present disclosure will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present disclosure. Obviously, the described embodiments are only These are some, but not all, embodiments of the present disclosure. The components of the disclosed embodiments generally described and illustrated in the drawings herein may be arranged and designed in a variety of different configurations. Therefore, the following detailed description of the embodiments of the disclosure provided in the accompanying drawings is not intended to limit the scope of the disclosure as claimed, but is merely representative of selected embodiments of the disclosure. Based on the embodiments of the present disclosure, all other embodiments obtained by those skilled in the ar...

technical field

[0001] The present disclosure relates to the technical field of data processing, and in particular, to a data processing method, apparatus, electronic device, and storage medium. Background technique

[0002] In the hardware design of programmable artificial intelligence (AI) of neural network, hardware units are designed for different network layers according to the computing resources consumed by different network layers of the neural network to perform processing tasks. The current hardware design method has the problem of poor versatility. SUMMARY OF THE INVENTION

[0003] The embodiments of the present disclosure provide at least a data processing method, an apparatus, a computer device, and a storage medium.

[0004] In a first aspect, an embodiment of the present disclosure provides a data processing apparatus, including: a scheduler and a plurality of programmable puzzle processors; wherein: the scheduler is configured to determine the plurality of...

Examples

Embodiment Construction

[0029] In order to make the purposes, technical solutions and advantages of the embodiments of the present disclosure more clear, the technical solutions in the embodiments of the present disclosure will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present disclosure. Obviously, the described embodiments are only These are some, but not all, embodiments of the present disclosure. The components of the disclosed embodiments generally described and illustrated in the drawings herein may be arranged and designed in a variety of different configurations. Therefore, the following detailed description of the embodiments of the disclosure provided in the accompanying drawings is not intended to limit the scope of the disclosure as claimed, but is merely representative of selected embodiments of the disclosure. Based on the embodiments of the present disclosure, all other embodiments obtained by those skilled in the ar...

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