Intelligent processor, data processing method and storage medium
A data processing and processor technology, applied in the field of data processing methods, storage media, and intelligent processors, can solve the problems of forced waiting, improvement, and disadvantage of network model computing efficiency, etc.
Pending Publication Date: 2021-01-08
SIGMASTAR TECH LTD
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[0007] From the topological point of view, the network model is composed of many different types of operators. Adjacent operators operate serially, that is, the operation of the latter operator depends on the operation result of the previous operator. This serial structure will cause Forced waiting is not conducive to the improvement of network model operation efficiency
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[0021] It should be noted that the principles of the present application are implemented in an appropriate computing environment for illustration. The following description is by way of illustration of specific embodiments of the present application, which should not be construed as limiting other specific embodiments of the present application not described in detail herein.
[0022] The application provides an intelligent processor, chip, electronic equipment, data processing method and data processing device, so as to improve the computing efficiency of the network model.
[0023] The solution provided by the embodiment of the present application relates to the machine learning technology of artificial intelligence, specifically relates to the operation stage of the network model, and is illustrated by the following examples:
[0024] Please refer to image 3 , image 3 It is a schematic diagram of the first structure of the intelligent processor 100 provided by the embod...
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The embodiment of the invention discloses an intelligent processor, a data processing method and a storage medium, the intelligent processor comprises a first arithmetic unit and a second arithmetic unit, the first arithmetic unit is used for obtaining first input data corresponding to a first operator, dividing the first input data into a plurality of first sub-input data, and operating the firstoperator to perform operation on each first sub-input data to obtain a plurality of first sub-output data corresponding to each first sub-input data; the second operation unit is used for taking eachpiece of sub-output data as second input data of the second operator and operating the second operator to operate each piece of second input data to obtain second output data corresponding to each piece of second input data; thus, the second operator does not need to wait for the first operator to complete all operations on the first input data, so that two adjacent operators can achieve partialparallel computation to a certain extent, and the purpose of improving the operation efficiency is achieved.
Description
technical field [0001] The present application relates to the technical field of artificial intelligence, in particular to an intelligent processor, a data processing method and a storage medium. Background technique [0002] Artificial Intelligence (AI) is a theory, method, technology and application system that uses digital computers or machines controlled by digital computers to simulate, extend and expand human intelligence, perceive the environment, acquire knowledge and use knowledge to obtain the best results. In other words, artificial intelligence is a comprehensive technique of computer science that attempts to understand the nature of intelligence and produce a new kind of intelligent machine that can respond in a similar way to human intelligence. Artificial intelligence is to study the design principles and implementation methods of various intelligent machines, so that the machines have the functions of perception, calculation and decision-making. [0003] Art...
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IPC IPC(8): G06N3/063G06N20/00
CPCG06N3/063G06N20/00G06N3/048G06N3/045G06F9/30036
Inventor ιδΊζ
Owner SIGMASTAR TECH LTD