KR102785054B1 - 컴파일러 정밀도 선택에 의한 셰이더 프로그램의 가속화 - Google Patents

컴파일러 정밀도 선택에 의한 셰이더 프로그램의 가속화 Download PDF

Info

Publication number
KR102785054B1
KR102785054B1 KR1020217041909A KR20217041909A KR102785054B1 KR 102785054 B1 KR102785054 B1 KR 102785054B1 KR 1020217041909 A KR1020217041909 A KR 1020217041909A KR 20217041909 A KR20217041909 A KR 20217041909A KR 102785054 B1 KR102785054 B1 KR 102785054B1
Authority
KR
South Korea
Prior art keywords
precision
program code
operations
loss
computer device
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
KR1020217041909A
Other languages
English (en)
Korean (ko)
Other versions
KR20220012898A (ko
Inventor
이반 네브라에브
비샬 찬드라 샤마
Original Assignee
마이크로소프트 테크놀로지 라이센싱, 엘엘씨
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by 마이크로소프트 테크놀로지 라이센싱, 엘엘씨 filed Critical 마이크로소프트 테크놀로지 라이센싱, 엘엘씨
Publication of KR20220012898A publication Critical patent/KR20220012898A/ko
Application granted granted Critical
Publication of KR102785054B1 publication Critical patent/KR102785054B1/ko
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F8/00Arrangements for software engineering
    • G06F8/40Transformation of program code
    • G06F8/41Compilation
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F8/00Arrangements for software engineering
    • G06F8/40Transformation of program code
    • G06F8/51Source to source
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T1/00General purpose image data processing
    • G06T1/20Processor architectures; Processor configuration, e.g. pipelining
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T15/00Three-dimensional [3D] image rendering
    • G06T15/005General purpose rendering architectures

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • Computer Graphics (AREA)
  • Devices For Executing Special Programs (AREA)
  • Debugging And Monitoring (AREA)
KR1020217041909A 2019-06-03 2020-04-17 컴파일러 정밀도 선택에 의한 셰이더 프로그램의 가속화 Active KR102785054B1 (ko)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US16/429,989 2019-06-03
US16/429,989 US11120602B2 (en) 2019-06-03 2019-06-03 Acceleration of shader programs by compiler precision selection
PCT/US2020/028606 WO2020247073A1 (en) 2019-06-03 2020-04-17 Acceleration of shader programs by compiler precision selection

Publications (2)

Publication Number Publication Date
KR20220012898A KR20220012898A (ko) 2022-02-04
KR102785054B1 true KR102785054B1 (ko) 2025-03-20

Family

ID=70978542

Family Applications (1)

Application Number Title Priority Date Filing Date
KR1020217041909A Active KR102785054B1 (ko) 2019-06-03 2020-04-17 컴파일러 정밀도 선택에 의한 셰이더 프로그램의 가속화

Country Status (6)

Country Link
US (1) US11120602B2 (enExample)
EP (1) EP3963443B1 (enExample)
JP (1) JP7451568B2 (enExample)
KR (1) KR102785054B1 (enExample)
CN (1) CN113924547B (enExample)
WO (1) WO2020247073A1 (enExample)

Families Citing this family (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11410368B2 (en) * 2020-07-24 2022-08-09 Unity Technologies Sf Animation control rig generation
US11868759B2 (en) * 2021-12-08 2024-01-09 Advanced Micro Devices, Inc. Shader source code performance prediction
EP4235397B1 (en) * 2022-02-25 2024-06-19 Mitsubishi Electric R&D Centre Europe B.V. Method and system for converting an input computer program into an output computer program achieving a target global accuracy
US11935175B2 (en) * 2022-04-07 2024-03-19 Huawei Technologies Co., Ltd. Apparatus, method, and computer-readable medium for image processing using variable-precision shading
CN119718325A (zh) * 2023-09-28 2025-03-28 华为技术有限公司 执行程序代码的方法、装置、计算设备和存储介质
US20260104944A1 (en) * 2024-10-14 2026-04-16 Advanced Micro Devices, Inc. Reconfigurable and accelerated transcedental functions

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20180315157A1 (en) 2017-04-28 2018-11-01 Intel Corporation Compute optimizations for low precision machine learning operations

Family Cites Families (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH1173524A (ja) * 1997-08-28 1999-03-16 Matsushita Electric Ind Co Ltd レンダリング手法
US6809732B2 (en) * 2002-07-18 2004-10-26 Nvidia Corporation Method and apparatus for generation of programmable shader configuration information from state-based control information and program instructions
JP4443100B2 (ja) 2002-07-31 2010-03-31 インターナショナル・ビジネス・マシーンズ・コーポレーション プログラム変換方法、これを用いたデータ処理装置及びプログラム
US7461116B2 (en) * 2003-09-17 2008-12-02 Agility Design Solutions Inc. Emulation of a fixed point operation using a corresponding floating point operation
JPWO2007049610A1 (ja) * 2005-10-25 2009-04-30 三菱電機株式会社 画像処理装置
US8301583B2 (en) * 2008-10-09 2012-10-30 International Business Machines Corporation Automated data conversion and route tracking in distributed databases
WO2012143760A1 (en) * 2011-04-20 2012-10-26 Freescale Semiconductor, Inc. Method and apparatus for generating resource efficient computer program code
US10332308B2 (en) * 2014-12-08 2019-06-25 Intel Corporation Graphic rendering quality improvements through automated data type precision control
US10089089B2 (en) 2015-06-03 2018-10-02 The Mathworks, Inc. Data type reassignment
US9990203B2 (en) * 2015-12-28 2018-06-05 Advanced Micro Devices, Inc. Hardware accuracy counters for application precision and quality feedback
US10296292B2 (en) * 2016-10-20 2019-05-21 Advanced Micro Devices, Inc. Dynamic variable precision computation
US10365904B2 (en) * 2017-09-29 2019-07-30 Microsoft Technology Licensing, Llc Interactive code optimizer
US11150899B2 (en) * 2018-04-09 2021-10-19 Advanced Micro Devices, Inc. Selecting a precision level for executing a workload in an electronic device

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20180315157A1 (en) 2017-04-28 2018-11-01 Intel Corporation Compute optimizations for low precision machine learning operations

Also Published As

Publication number Publication date
CN113924547A (zh) 2022-01-11
KR20220012898A (ko) 2022-02-04
EP3963443A1 (en) 2022-03-09
JP2022535013A (ja) 2022-08-04
US20200380754A1 (en) 2020-12-03
CN113924547B (zh) 2025-06-06
WO2020247073A1 (en) 2020-12-10
US11120602B2 (en) 2021-09-14
JP7451568B2 (ja) 2024-03-18
EP3963443B1 (en) 2024-05-08

Similar Documents

Publication Publication Date Title
KR102785054B1 (ko) 컴파일러 정밀도 선택에 의한 셰이더 프로그램의 가속화
US8745111B2 (en) Methods and apparatuses for converting floating point representations
CN116661808B (zh) 二进制翻译方法、装置、电子设备及存储介质
US11868759B2 (en) Shader source code performance prediction
US12112482B2 (en) Techniques for interactive image segmentation networks
US9442706B2 (en) Combining compute tasks for a graphics processing unit
US20120284701A1 (en) Efficient conditional flow control compilation
US10853042B2 (en) Interactive code optimizer
US20240338558A1 (en) Adaptive buffer management to support dynamic tensor shape in deep neural network applications
US11410036B2 (en) Arithmetic processing apparatus, control method, and non-transitory computer-readable recording medium having stored therein control program
CN111971655B (zh) 用于超文本标记语言图形内容的本机运行时技术
US20250244959A1 (en) Generating target language code from source language code
US20200004533A1 (en) High performance expression evaluator unit
CN113268404B (zh) 一种性能分析、优化方法、装置、计算机设备及存储介质
US11487506B2 (en) Condition code anticipator for hexadecimal floating point
KR20230094696A (ko) 추천시스템에서의 효율적인 행렬 분해를 위한 양자화 프레임워크 장치 및 학습 방법
WO2018163304A1 (ja) ソースコード改善装置、ソースコード改善方法及びソースコード改善プログラム
CN113296735B (zh) 一种浮点数处理方法、设备及存储介质
US20260126966A1 (en) Techniques for modifying program code using artificial intelligence agents
CN121524473A (zh) 面向硬件指令的卷积运算模拟方法、装置、设备及介质
CN119002905A (zh) 针对llvm risc-v rv32x图形扩展的图形程序特征分析方法
JP2007316731A (ja) Lsi設計支援装置

Legal Events

Date Code Title Description
PA0105 International application

Patent event date: 20211221

Patent event code: PA01051R01D

Comment text: International Patent Application

PG1501 Laying open of application
A201 Request for examination
PA0201 Request for examination

Patent event code: PA02012R01D

Patent event date: 20230306

Comment text: Request for Examination of Application

E902 Notification of reason for refusal
PE0902 Notice of grounds for rejection

Comment text: Notification of reason for refusal

Patent event date: 20241021

Patent event code: PE09021S01D

E701 Decision to grant or registration of patent right
PE0701 Decision of registration

Patent event code: PE07011S01D

Comment text: Decision to Grant Registration

Patent event date: 20241226

GRNT Written decision to grant
PR0701 Registration of establishment

Comment text: Registration of Establishment

Patent event date: 20250318

Patent event code: PR07011E01D

PR1002 Payment of registration fee

Payment date: 20250318

End annual number: 3

Start annual number: 1

PG1601 Publication of registration