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Task processing method and device, electronic equipment and storage medium

A task processing and processor technology, applied in the computer field, can solve problems such as poor support, lack of software and hardware decoupling, and universal impact, achieve strong support, improve flexibility and generality, and achieve software and hardware decoupling. Effect

Pending Publication Date: 2022-05-27
TSINGHUA UNIV
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, Corelet has poor support for heterogeneous fusion algorithms of ANN and SNN, and its design is too close to the hardware design, without sufficient decoupling of software and hardware, which has a certain impact on versatility

Method used

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  • Task processing method and device, electronic equipment and storage medium
  • Task processing method and device, electronic equipment and storage medium
  • Task processing method and device, electronic equipment and storage medium

Examples

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Embodiment Construction

[0032] Various exemplary embodiments, features and aspects of the present disclosure will be described in detail below with reference to the accompanying drawings. The same reference numbers in the figures denote elements with the same or similar function. While various aspects of the embodiments are shown in the drawings, the drawings are not necessarily drawn to scale unless otherwise indicated.

[0033] The word "exemplary" is used exclusively herein to mean "serving as an example, embodiment, or illustration." Any embodiment described herein as "exemplary" is not necessarily to be construed as preferred or advantageous over other embodiments.

[0034] The term "and / or" in this article is only an association relationship to describe the associated objects, indicating that there can be three kinds of relationships, for example, A and / or B, it can mean that A exists alone, A and B exist at the same time, and A and B exist independently B these three cases. In addition, the t...

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Abstract

The invention relates to a task processing method and device, electronic equipment and a storage medium, and the method comprises the steps: obtaining an intermediate representation model according to a processing flow and a processing node of a to-be-processed task; compiling the intermediate representation model to obtain an execution model; and processing the to-be-processed task according to the execution model to obtain an execution result. According to the task processing method disclosed by the embodiment of the invention, the intermediate representation model is obtained through the processing flow and the processing node of the to-be-processed task, and is mapped to the hardware unit of the processing component instead of designing the intermediate representation model based on hardware, so that the flexibility and the universality of the intermediate representation model are improved, and software and hardware decoupling is realized; and the support to a heterogeneous fusion algorithm is higher.

Description

technical field [0001] The present disclosure relates to the field of computer technology, and in particular, to a task processing method and apparatus, an electronic device, and a storage medium. Background technique [0002] Brain-like computing is an important support for artificial intelligence. The development of brain-like computing ecology requires collaborative innovation of algorithms, programming languages, compilation, and execution systems. Among them, the intermediate representation of the brain-like algorithm plays a key connectivity role. For the upper layer, the middle representation unifies the diversity of brain-like algorithms and provides a standardized programming framework for brain-like algorithms. For the lower layers, the intermediate representation is converted into code that runs on various hardware, ie, an efficient execution model that supports brain-like hardware. [0003] The intermediate representations of existing artificial intelligence o...

Claims

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Application Information

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IPC IPC(8): G06F9/48G06F8/35G06F8/41
CPCG06F9/4881G06F8/35G06F8/41
Inventor 赵蓉张伟豪马松辰曲环宇施路平
Owner TSINGHUA UNIV
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