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Execution method and device, and related product

A technology to be executed and executed modules, applied in the computer field, can solve the problems of high complexity, low efficiency, and increased types and quantities of data execution of neural network algorithms, etc.

Pending Publication Date: 2021-02-23
SHANGHAI CAMBRICON INFORMATION TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, due to the increasing complexity of neural network algorithms, the types and quantities of data execution involved continue to increase.
In related technologies, the efficiency and speed of data collection and execution are low and slow

Method used

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  • Execution method and device, and related product
  • Execution method and device, and related product
  • Execution method and device, and related product

Examples

Experimental program
Comparison scheme
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Embodiment Construction

[0036] 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 indicate functionally identical or similar elements. While various aspects of the embodiments are shown in drawings, the drawings are not necessarily drawn to scale unless specifically indicated.

[0037] 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 superior or better than other embodiments.

[0038] In addition, in order to better illustrate the present disclosure, numerous specific details are given in the following specific implementation manners. It will be understood by those skilled in the art that the present disclosure may be practiced without some of the specific details. In some instances, methods, means, componen...

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PUM

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Abstract

The invention relates to an execution method and device, and a related product. A machine learning device comprises one or more instruction processing devices and is used for acquiring to-be-executeddata and control information from other processing devices, executing specified machine learning execution and transmitting an execution result to other processing devices through an I / O interface; when the machine learning execution device comprises a plurality of instruction processing devices, a plurality of instruction processing devices can be connected through a specific structure and transmit data. Wherein a plurality of instruction processing devices are interconnected and transmit data through a PCIE (Peripheral Component Interconnect Express) bus; wherein a plurality of instruction processing devices share the same control system or own respective control systems, and share a memory or own respective memories; the interconnection mode of a plurality of instruction processing devices is any interconnection topology. The method is wide in application range, high in instruction collection processing efficiency and high in processing speed.

Description

technical field [0001] The present disclosure relates to the field of computer technology, and in particular to an execution method, device and related products. Background technique [0002] With the continuous development of technology, machine learning, especially neural network algorithms, are used more and more widely. It has been well applied in image recognition, speech recognition, natural language processing and other fields. However, due to the increasing complexity of neural network algorithms, the types and quantities of data execution involved continue to increase. In related technologies, the efficiency and speed of data collection and execution are low. Contents of the invention [0003] In view of this, the present disclosure proposes an execution method, device and related products, so as to improve the efficiency and speed of data collection and execution. [0004] According to a first aspect of the present disclosure, there is provided a collection in...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F9/30G06F9/32G06N3/063
CPCG06F9/30145G06F9/321G06N3/063
Inventor 不公告发明人
Owner SHANGHAI CAMBRICON INFORMATION TECH CO LTD