Calculation method, device, computer equipment and storage medium
A technology for computing data and computing modules, applied in the computer field, can solve the problems of increasing types and quantities of data computing, high complexity of neural network algorithms, low data efficiency, etc., and achieve fast processing speed, high processing efficiency, and fast speed Effect
Active Publication Date: 2021-11-09
SHANGHAI CAMBRICON INFORMATION TECH CO LTD
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Problems solved by technology
However, due to the increasing complexity of neural network algorithms, the types and quantities of data operations involved continue to increase.
In related technologies, the efficiency and speed of performing maximum pooling operations on data are low and slow.
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[0035] The following will clearly and completely describe the technical solutions in the embodiments of the present disclosure with reference to the drawings in the embodiments of the present disclosure. Obviously, the described embodiments are part of the embodiments of the present disclosure, not all of them. Based on the embodiments in the present disclosure, all other embodiments obtained by those skilled in the art without creative efforts fall within the protection scope of the present disclosure.
[0036] It should be understood that the terms "zeroth", "first", and "second" in the claims, specification and drawings of the present disclosure are used to distinguish different objects, rather than to describe a specific order. The terms "comprising" and "comprises" used in the specification and claims of this disclosure indicate the presence of described features, integers, steps, operations, elements and / or components, but do not exclude one or more other features, intege...
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The present disclosure relates to a computing method, device, computer equipment and storage medium. The combined processing device includes: a machine learning computing device, a universal interconnection interface and other processing devices; the machine learning computing device interacts with other processing devices to jointly complete the computing operations specified by the user, wherein the combined processing device also includes: a storage device, The storage device is respectively connected with the machine learning computing device and other processing devices, and is used for storing data of the machine learning computing device and other processing devices. The computing method, device, computer equipment, and storage medium provided by the embodiments of the present disclosure have a wide range of applications, high processing efficiency and fast processing speed for computing.
Description
technical field [0001] The present disclosure relates to the field of computer technology, and in particular to a method, device, computer equipment and storage medium for processing a maximum pooling instruction. 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 operations involved continue to increase. In related technologies, the efficiency and speed of performing maximum pooling operations on data are low. Contents of the invention [0003] In view of this, the present disclosure proposes a maximum pooling instruction processing method, device, computer equipment, and storage medium, so as to improve the efficiency and speed of performing ma...
Claims
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IPC IPC(8): G06N3/063G06N3/04
CPCG06N3/063G06N3/045
Inventor 不公告发明人
Owner SHANGHAI CAMBRICON INFORMATION TECH CO LTD