Calculation method applied to artificial intelligence chip and artificial intelligence chip

A technology of artificial intelligence and computing methods, applied in the computer field, can solve problems such as reducing the execution efficiency of complex operations, and achieve the effect of reducing area overhead and power consumption overhead, and improving capability and efficiency.

Active Publication Date: 2022-04-29
KUNLUNXIN TECH BEIJING CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Although complex operations can be implemented with basic operation instructions, it will reduce the execution efficiency of complex operations (such as floating-point square root operations, floating-point exponentiation operations, trigonometric function operations, etc.)

Method used

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  • Calculation method applied to artificial intelligence chip and artificial intelligence chip
  • Calculation method applied to artificial intelligence chip and artificial intelligence chip
  • Calculation method applied to artificial intelligence chip and artificial intelligence chip

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Embodiment Construction

[0034] The application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain related inventions, rather than to limit the invention. It should also be noted that, for the convenience of description, only the parts related to the related invention are shown in the drawings.

[0035] It should be noted that, in the case of no conflict, the embodiments in the present application and the features in the embodiments can be combined with each other. The present application will be described in detail below with reference to the accompanying drawings and embodiments.

[0036] figure 1 An exemplary system architecture 100 to which an embodiment of the computing method applied to an artificial intelligence chip of the present application can be applied is shown.

[0037] Such as figure 1As shown, the system architecture 100 may include a C...

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Abstract

The embodiment of the present application discloses a calculation method applied to an artificial intelligence chip and an artificial intelligence chip. A specific implementation manner of the method includes: the target processor core responds to determining that the operation identifier obtained by decoding the instruction to be executed is a preset complex operation identifier, using the decoded operation identifier and at least one operand to generate a complex operation instruction, and Add the generated complex operation instruction to the complex operation instruction queue; the operation acceleration component selects the complex operation instruction from the complex operation instruction queue, and executes the selected complex operation with at least one operand in the selected complex operation instruction as an input parameter The complex operation indicated by the complex operation identifier in the instruction obtains the operation result, and writes the obtained operation result into the complex operation result queue as the complex operation result. This embodiment reduces the area overhead and power consumption overhead of the artificial intelligence chip.

Description

technical field [0001] The embodiments of the present application relate to the field of computer technology, and in particular to a calculation method applied to an artificial intelligence chip and an artificial intelligence chip. Background technique [0002] Artificial intelligence chips, namely AI (Artificial Intelligence) chips, also known as AI accelerators or computing cards, refer to modules dedicated to processing a large number of computing tasks in artificial intelligence applications (other non-computing tasks are still handled by the CPU). The computing requirements in AI computing are huge, especially complex computing requirements have a great impact on computing performance. Although complex operations can be implemented with basic operation instructions, the execution efficiency of complex operations (such as floating-point square root operations, floating-point exponentiation operations, trigonometric function operations, etc.) will be reduced. Contents o...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F9/38
CPCG06F9/3856G06F9/3017G06F9/3881G06F9/3877G06F9/345G06F9/30076G06F9/30145G06F9/4881G06F9/5027G06F15/7839
Inventor 欧阳剑杜学亮徐英男李慧敏
Owner KUNLUNXIN TECH BEIJING CO LTD
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