CN112236749A - 一种浮点精度检测方法与装置 - Google Patents

一种浮点精度检测方法与装置 Download PDF

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Publication number
CN112236749A
CN112236749A CN201880094332.7A CN201880094332A CN112236749A CN 112236749 A CN112236749 A CN 112236749A CN 201880094332 A CN201880094332 A CN 201880094332A CN 112236749 A CN112236749 A CN 112236749A
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China
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result
square error
mean square
root mean
difference
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CN201880094332.7A
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English (en)
Inventor
罗维思
蔡卫光
袁宏辉
苏伟坚
柴东
李海波
王江
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Huawei Technologies Co Ltd
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Huawei Technologies Co Ltd
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Publication of CN112236749A publication Critical patent/CN112236749A/zh
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00Arrangements for program control, e.g. control units
    • G06F9/06Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/30Arrangements for executing machine instructions, e.g. instruction decode

Abstract

本申请公开了一种浮点精度检测方法与装置,涉及芯片技术领域,能够解决现有浮点精度检测方法效率低、实现复杂的问题。其方法为:以待检测的第一浮点数作为被测对象,并确定被测对象的第一参照对象和第二参照对象,第二参照对象为对被测对象叠加扰动后得到的;将被测对象、第一参照对象和第二参照对象分别输入算子进行计算,获取被测对象的被测结果、第一参照对象的参照结果以及第二参照对象的扰动结果;根据被测结果、参照结果以及扰动结果确定可接受的扰动误差范围,确定被测结果是否在可接受的扰动误差范围内。本申请实施例用于低精度与高精度、或同精度对象的精度对比检测。

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PCT国内申请,说明书已公开。

Claims (19)

  1. PCT国内申请,权利要求书已公开。
CN201880094332.7A 2018-09-21 2018-09-21 一种浮点精度检测方法与装置 Pending CN112236749A (zh)

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PCT/CN2018/107098 WO2020056764A1 (zh) 2018-09-21 2018-09-21 一种浮点精度检测方法与装置

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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113487936A (zh) * 2021-07-26 2021-10-08 广州星锐传媒信息科技有限公司 一种基于多维连续信号分析的模拟驾驶评判方法

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20070260665A1 (en) * 2006-04-20 2007-11-08 Chengpu Wang Method of Specifying and Tracking Precision in Floating-point Calculation
CN102331921A (zh) * 2010-05-28 2012-01-25 国际商业机器公司 用于检测十进制浮点量异常的方法和系统

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US10019227B2 (en) * 2014-11-19 2018-07-10 International Business Machines Corporation Accuracy-conserving floating-point value aggregation
CN104598196A (zh) * 2014-12-30 2015-05-06 杭州中天微系统有限公司 一种浮点处理装置及方法

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20070260665A1 (en) * 2006-04-20 2007-11-08 Chengpu Wang Method of Specifying and Tracking Precision in Floating-point Calculation
CN102331921A (zh) * 2010-05-28 2012-01-25 国际商业机器公司 用于检测十进制浮点量异常的方法和系统

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
范啸涛, 季光明, 何永斌: "计算机浮点数算术运算的舍入误差研究", 成都理工大学学报(自然科学版), no. 02, 30 April 2005 (2005-04-30) *

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113487936A (zh) * 2021-07-26 2021-10-08 广州星锐传媒信息科技有限公司 一种基于多维连续信号分析的模拟驾驶评判方法

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