Microsoft MVP성태의 닷넷 이야기
사물인터넷: 46. Raspberry PI Zero (W)에 docker 설치 [링크 복사], [링크+제목 복사],
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정성태 (techsharer at outlook.com)
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(연관된 글이 1개 있습니다.)

Raspberry PI Zero (W)에 docker 설치

Synology NAS에 실습을 해 본 김에,

Synology NAS(DS216+II)에 docker 설치 후 .NET Core 2.1 응용 프로그램 실행하는 방법
; https://www.sysnet.pe.kr/2/0/11713

어차피 같은 Linux 계열 운영체제이니 이참에 가지고 있던 Raspberry PI Zero 모델에 docker를 올려봤습니다. 물론, 상세한 문서가 이미 다음과 같이 공개되어 있습니다. ^^

Get Docker CE for Debian
; https://docs.docker.com/install/linux/docker-ce/debian/

중간에 "Install using the repository"에 보면 "Raspbian users cannot use this method!"라고 하면서 "convenience script"를 사용하라고 합니다. 이름만큼이나... 정말 설치 방법이 간단한데 그냥 다음과 같이 실행해 주면 해당 스크립트 안에서 모든 작업을 알아서 해줍니다.

$ sudo -i

~# curl -sSL https://get.docker.com  | sh
# Executing docker install script, commit: 36b78b2
+ sh -c apt-get update -qq >/dev/null
+ sh -c apt-get install -y -qq apt-transport-https ca-certificates curl >/dev/null
+ sh -c curl -fsSL "https://download.docker.com/linux/raspbian/gpg" | apt-key add -qq - >/dev/null
Warning: apt-key output should not be parsed (stdout is not a terminal)
+ sh -c echo "deb [arch=armhf] https://download.docker.com/linux/raspbian stretch edge" > /etc/apt/sou                          docker.list
+ [ raspbian = debian ]
+ sh -c apt-get update -qq >/dev/null
+ sh -c apt-get install -y -qq --no-install-recommends docker-ce >/dev/null
+ sh -c docker version
Client:
 Version:           18.06.1-ce
 API version:       1.38
 Go version:        go1.10.3
 Git commit:        e68fc7a
 Built:             Tue Aug 21 17:30:52 2018
 OS/Arch:           linux/arm
 Experimental:      false

Server:
 Engine:
  Version:          18.06.1-ce
  API version:      1.38 (minimum version 1.12)
  Go version:       go1.10.3
  Git commit:       e68fc7a
  Built:            Tue Aug 21 17:26:37 2018
  OS/Arch:          linux/arm
  Experimental:     false
If you would like to use Docker as a non-root user, you should now consider
adding your user to the "docker" group with something like:

  sudo usermod -aG docker your-user

Remember that you will have to log out and back in for this to take effect!

WARNING: Adding a user to the "docker" group will grant the ability to run
         containers which can be used to obtain root privileges on the
         docker host.
         Refer to https://docs.docker.com/engine/security/security/#docker-daemon-attack-surface
         for more information.

끝입니다. ^^ 단지, 메시지에 보이는 데로 docker 명령어는 원래 sudo 권한으로 실행해야 하는데 "usermod -aG docker [사용자계정]"으로 추가한 계정에 대해서는 sudo를 붙이지 않아도 docker 명령어를 사용할 수 있으니 원한다면 (편의상) 그렇게 해줍니다.




그런데 라즈베리 파이 제로의 CPU가 armv6l 기반이라서,

$ uname -a
Linux rasp01 4.14.73+ #1148 Mon Oct 1 16:41:23 BST 2018 armv6l GNU/Linux

적절한 docker 이미지를 찾는 것이 쉽지 않습니다. 가령, arm 계열을 위한 hello-world 예제인 듯 보이는 이미지를 실행해도,

$ docker run armhf/hello-world
$

보는 바와 같이 아무런 출력이 없고 container는 그냥 종료된 상태입니다. 검색해 보면 다음의 (답변 없는) 상황과 일치합니다.

Docker run does not display any output
; https://stackoverflow.com/questions/52233182/docker-run-does-not-display-any-output

Rasberry PI Zero도 다음의 명령어 결과로 봐서는 armhf이긴 한 것 같은데,

$ dpkg --print-architecture
armhf

좀 더 찾아 보면,

What is difference between arm64 and armhf?
; https://stackoverflow.com/questions/37790029/what-is-difference-between-arm64-and-armhf

armhf stands for "arm hard float", and is the name given to a debian port for arm processors (armv7+) that have hardware floating point support.


armv7 이후의 모델에 해당한다고 합니다. Rasberry PI Zero의 경우 armv6l이기 때문에 아마도 armhf 접두사가 붙은 docker 이미지들은 실행을 못하는 것 같습니다. 검색해 보면, resin에서 배포하는 이미지들이 그나마 armv6에 대한 것들이 있는 데요,

C:> docker search "Raspberry"  --limit 100 --no-trunc
NAME                                          DESCRIPTION                                                                                           STARS               OFFICIAL            AUTOMATED
homeassistant/raspberrypi3-homeassistant                                                                                                            81
sdthirlwall/raspberry-pi-cross-compiler       Raspberry Pi cross-compiler and sysroot in a box.                                                     30                                      [OK]
resin/raspberrypi3-python                     The Python buildpack image for Python apps for Raspberry Pi 3. Maintained by Resin.io.                28
resin/raspberrypi3-debian                     The bare bones OS image for Raspberry Pi 3. Maintained by Resin.io.                                   20
sdt4docker/raspberry-pi-cross-compiler        Raspberry Pi cross-compiler in a box.                                                                 19                                      [OK]
resin/raspberrypi3-node                       Node.js is a JavaScript-based platform for server-side and networking apps. Maintained by Resin.io.   15
resin/raspberry-pi-alpine-node                Node.js is a JavaScript-based platform for server-side and networking apps. Maintained by Resin.io.   12
resin/raspberry-pi-python                     The Python buildpack image for Python apps for Raspberry Pi v1 & ZERO. Maintained by Resin.io.        11
resin/raspberry-pi-alpine                     The bare bones Alpine Linux OS image for Raspberry Pi v1 & ZERO. Maintained by Resin.io.              10
resin/raspberrypi2-node                       This repository is obsolete.                                                                          9
homeassistant/raspberrypi2-homeassistant                                                                                                            7
resin/raspberrypi2-python                     This repository is obsolete.                                                                          7
resin/raspberrypi3-alpine-python              The Python buildpack image for Python apps. Maintained by Resin.io.                                   7
resin/raspberrypi3-alpine                     The bare bones Alpine Linux OS image for Raspberry Pi 3. Maintained by Resin.io.                      6
resin/raspberry-pi2-python                    The Python buildpack image for Python apps for Raspberry Pi 2. Maintained by Resin.io.                5
resin/raspberrypi3-alpine-node                Node.js is a JavaScript-based platform for server-side and networking apps. Maintained by Resin.io.   5
resin/raspberrypi2-debian                     This repository is obsolete.                                                                          5
homeassistant/raspberrypi-homeassistant                                                                                                             5
resin/raspberry-pi-node                       Node.js is a JavaScript-based platform for server-side and networking apps. Maintained by Resin.io.   4
microsoft/iot-hub-c-raspberrypi-build         Includes toolchain for building Raspberry Pi C code                                                   4
resin/raspberrypi2-alpine                     This repository is obsolete.                                                                          4
resin/raspberrypi-node                        This repository is obsolete.                                                                          4
demosense/raspberrypi3-opencv                 Based on resin/raspberrypi3-python:3.6 installed opencv                                               4
resin/raspberry-pi-openjdk                    OpenJDK is an open-source implementation of the Java Platform, SE. Maintained by Resin.io.            3
resin/raspberry-pi-debian                     The bare bones OS image for Raspberry Pi v1 & ZERO. Maintained by Resin.io.                           3
homeassistant/raspberrypi3-64-homeassistant                                                                                                         3
resin/raspberrypi-buildpack-deps              This repository is obsolete.                                                                          3
resin/raspberrypi-python                      This repository is obsolete.                                                                          2
resin/raspberry-pi-golang                     Go (golang) is a general purpose, imperative programming language. Maintained by Resin.io.            2
resin/raspberrypi2-buildpack-deps             This repository is obsolete.                                                                          2
resin/raspberrypi2-alpine-node                This repository is obsolete.                                                                          2
resin/raspberry-pi3-python                    This repository is obsolete.                                                                          2
resin/raspberry-pi2-debian                    The bare bones OS image for Raspberry Pi 2. Maintained by Resin.io.                                   2
resin/raspberrypi-golang                      This repository is obsolete.                                                                          2
resin/raspberry-pi3-node                      This repository is obsolete.                                                                          1
resin/raspberrypi2-alpine-python              This repository is obsolete.                                                                          1
resin/raspberrypi2-golang                     This repository is obsolete.                                                                          1
resin/raspberry-pi-alpine-python              The Python buildpack image for Python apps. Maintained by Resin.io.                                   1
resin/raspberry-pi-alpine-golang              Go (golang) is a general purpose, imperative programming language. Maintained by Resin.io.            1
resin/raspberry-pi2-alpine-golang             Go (golang) is a general purpose, imperative programming language. Maintained by Resin.io.            1
resin/raspberrypi3-openjdk                    OpenJDK is an open-source implementation of the Java Platform, SE. Maintained by Resin.io.            1
resin/raspberry-pi2-alpine-node               Node.js is a JavaScript-based platform for server-side and networking apps. Maintained by Resin.io.   1
resin/raspberrypi-alpine-python               This repository is obsolete.                                                                          1
resin/raspberry-pi2-node                      Node.js is a JavaScript-based platform for server-side and networking apps. Maintained by Resin.io.   1
resin/raspberrypi3-alpine-openjdk             OpenJDK is an open-source implementation of the Java Platform, SE. Maintained by Resin.io.            1
resin/raspberry-pi2-openjdk                   OpenJDK is an open-source implementation of the Java Platform, SE. Maintained by Resin.io.            1
resin/raspberry-pi-alpine-openjdk             OpenJDK is an open-source implementation of the Java Platform, SE. Maintained by Resin.io.            1
resin/raspberry-pi2-alpine                    The bare bones Alpine Linux OS image for Raspberry Pi 2. Maintained by Resin.io.                      1
resin/raspberrypi3-buildpack-deps             A collection of common dependencies used for installing various modules. Maintained by Resin.io.      0
habridge/ha-bridge-raspberry-pi2              Docker image of ha-bridge (https://github.com/bwssytems/ha-bridge) specialized for Raspberry Pi 2     0
resin/raspberry-pi2-fedora-node               Node.js is a JavaScript-based platform for server-side and networking apps. Maintained by Resin.io.   0
resin/raspberrypi2-fedora-node                This repository is obsolete.                                                                          0
resin/raspberrypi3-fedora                     Docker builds of Fedora from Resin for Raspberry Pi 3. Maintained by Resin.io.                        0
resin/raspberrypi2-fedora-golang              This repository is obsolete.                                                                          0
resin/raspberrypi3-alpine-buildpack-deps      A collection of common dependencies used for installing various modules. Maintained by Resin.io.      0
resin/raspberry-pi2-fedora-golang             Go (golang) is a general purpose, imperative programming language. Maintained by Resin.io.            0
resin/raspberry-pi2-alpine-python             The Python buildpack image for Python apps. Maintained by Resin.io.                                   0
resin/raspberry-pi3-golang                    This repository is obsolete.                                                                          0
jekotia/resin-raspberrypi3-alpine-node        resin-raspberrypi3-alpine-node                                                                        0                                       [OK]
resin/raspberry-pi2-fedora                    Docker builds of Fedora from Resin for Raspberry Pi 2. Maintained by Resin.io.                        0
resin/raspberrypi3-fedora-python              The Python buildpack image for Python apps. Maintained by Resin.io.                                   0
resin/raspberrypi2-alpine-buildpack-deps      This repository is obsolete.                                                                          0
resin/raspberry-pi2-buildpack-deps            A collection of common dependencies used for installing various modules. Maintained by Resin.io.      0
resin/raspberrypi3-fedora-golang              Go (golang) is a general purpose, imperative programming language. Maintained by Resin.io.            0
resin/raspberrypi-openjdk                     This repository is obsolete.                                                                          0
resin/raspberrypi3-fedora-buildpack-deps      A collection of common dependencies used for installing various modules. Maintained by Resin.io.      0
resin/raspberry-pi-alpine-buildpack-deps      A collection of common dependencies used for installing various modules. Maintained by Resin.io.      0
resin/raspberrypi-alpine-golang               This repository is obsolete.                                                                          0
resin/raspberry-pi2-alpine-openjdk            OpenJDK is an open-source implementation of the Java Platform, SE. Maintained by Resin.io.            0
resin/raspberrypi-alpine-buildpack-deps       This repository is obsolete.                                                                          0
resin/raspberry-pi2-alpine-buildpack-deps     A collection of common dependencies used for installing various modules. Maintained by Resin.io.      0
resin/raspberrypi2-alpine-golang              This repository is obsolete.                                                                          0
resin/raspberry-pi3-alpine-node               This repository is obsolete.                                                                          0
resin/raspberry-pi-buildpack-deps             A collection of common dependencies used for installing various modules. Maintained by Resin.io.      0
resin/raspberrypi3-fedora-node                Node.js is a JavaScript-based platform for server-side and networking apps. Maintained by Resin.io.   0
resin/raspberrypi2-alpine-openjdk             This repository is obsolete.                                                                          0
resin/raspberry-pi2-golang                    Go (golang) is a general purpose, imperative programming language. Maintained by Resin.io.            0
resin/raspberry-pi3-alpine-golang             This repository is obsolete.                                                                          0
resin/raspberrypi3-fedora-openjdk             OpenJDK is an open-source implementation of the Java Platform, SE. Maintained by Resin.io.            0
resin/raspberrypi-alpine-node                 This repository is obsolete.                                                                          0
resin/raspberrypi2-fedora-python              This repository is obsolete.                                                                          0
resin/raspberry-pi2-fedora-buildpack-deps     A collection of common dependencies used for installing various modules. Maintained by Resin.io.      0
resin/raspberrypi-alpine                      This repository is obsolete.                                                                          0
resin/raspberry-pi3-alpine-python             This repository is obsolete.                                                                          0
resin/raspberry-pi2-fedora-python             The Python buildpack image for Python apps. Maintained by Resin.io.                                   0
habridge/ha-bridge-raspberrypi3               Docker image of ha-bridge (https://github.com/bwssytems/ha-bridge) specialized for Raspberry Pi 3     0
resin/raspberrypi2-fedora-buildpack-deps      This repository is obsolete.                                                                          0
eyigitoglu/raspberrypitest                                                                                                                          0
resin/raspberrypi3-alpine-golang              Go (golang) is a general purpose, imperative programming language. Maintained by Resin.io.            0
resin/raspberrypi3-golang                     Go (golang) is a general purpose, imperative programming language. Maintained by Resin.io.            0
resin/raspberrypi2-openjdk                    This repository is obsolete.                                                                          0
resin/raspberrypi2-fedora                     This repository is obsolete.                                                                          0
raspberrypython/noddyws                       A noddy web server serving a blank html page with a random background color                           0                                       [OK]
gbevin/raspberry-ci                           Raspbian Jessie image for running Continuous Integration UI tests with Docker on a Raspberry PI.      0
resin/raspberrypi2-fedora-openjdk             This repository is obsolete.                                                                          0
resin/raspberry-pi2-ubuntu-node                                                                                                                     0
jekotia/resin-raspberrypi3-debian             resin-raspberrypi3-debian                                                                             0                                       [OK]
resin/raspberry-pi2-fedora-openjdk            OpenJDK is an open-source implementation of the Java Platform, SE. Maintained by Resin.io.            0
resin/raspberrypi3-ubuntu-node                                                                                                                      0
resin/raspberry-pi3-alpine-openjdk            This repository is obsolete.                                                                          0

실제로 "The bare bones OS image for Raspberry Pi v1 & ZERO. Maintained by Resin.io."라고 하는 "resin/raspberry-pi-debian" 이미지를,

resin/raspberry-pi-debian
; https://hub.docker.com/r/resin/raspberry-pi-debian/

실행해 보면,

$ docker run --rm resin/raspberry-pi-debian echo Test
Test
$

저렇게 결과가 출력되는 것을 확인할 수 있습니다.




그렇다면 혹시 .NET Core 응용 프로그램을 실행해 볼 수 있을까요? docker는 CPU의 명령어까지 가상화하는 수준은 아니므로 docker image에 포함된 바이너리 역시 docker 환경이 실행되는 CPU의 제약을 받습니다. .NET Core의 경우 ARM 버전에 포팅된 것이,

.NET Core on Raspberry Pi
; https://github.com/dotnet/core/blob/master/samples/RaspberryPiInstructions.md

armv7 CPU의 명령어 셋을 내포하기 때문에 docker를 이용해도 .NET Core 응용 프로그램을 실행할 수 없습니다.




참고로, docker를 라즈베리 파이가 지원하지 않는 CPU 버전으로 설치하는 경우 다음과 같은 식의 오류가 발생합니다.

$ sudo add-apt-repository "deb [arch=amd64] https://download.docker.com/linux/debian $(lsb_release -cs) stable"
Traceback (most recent call last):
  File "/usr/bin/add-apt-repository", line 95, in <module>
    sp = SoftwareProperties(options=options)
  File "/usr/lib/python3/dist-packages/softwareproperties/SoftwareProperties.py", line 109, in __init__
    self.reload_sourceslist()
  File "/usr/lib/python3/dist-packages/softwareproperties/SoftwareProperties.py", line 599, in reload_sourceslist
    self.distro.get_sources(self.sourceslist)
  File "/usr/lib/python3/dist-packages/aptsources/distro.py", line 89, in get_sources
    (self.id, self.codename))
aptsources.distro.NoDistroTemplateException: Error: could not find a distribution template for Raspbian/stretch

또한, "Get Docker CE for Debian" 공식 문서에 나온 "https://get.docker.com"의 script가 아니라 "https://download.docker.com/linux/debian"으로부터 "apt-get install docker-ce" 명령어로 직접 설치하려는 경우 다음과 같은 식의 설치 오류가 발생합니다.

$ sudo apt-get -y install docker-ce
Reading package lists... Done
Building dependency tree
Reading state information... Done
docker-ce is already the newest version (18.06.1~ce~3-0~debian).
0 upgraded, 0 newly installed, 0 to remove and 9 not upgraded.
1 not fully installed or removed.
After this operation, 0 B of additional disk space will be used.
Setting up docker-ce (18.06.1~ce~3-0~debian) ...
Job for docker.service failed because a fatal signal was delivered causing the control process to dump core.
See "systemctl status docker.service" and "journalctl -xe" for details.
invoke-rc.d: initscript docker, action "start" failed.
 docker.service - Docker Application Container Engine
   Loaded: loaded (/lib/systemd/system/docker.service; enabled; vendor preset: enabled)
   Active: activating (auto-restart) (Result: core-dump) since Wed 2018-10-03 12:36:15 KST; 191ms ago
     Docs: https://docs.docker.com
  Process: 3636 ExecStart=/usr/bin/dockerd -H fd:// (code=dumped, signal=SEGV)
 Main PID: 3636 (code=dumped, signal=SEGV)
      CPU: 546ms

Oct 03 12:36:15 rasp01 systemd[1]: docker.service: Unit entered failed state.
Oct 03 12:36:15 rasp01 systemd[1]: docker.service: Failed with result 'core-dump'.
Oct 03 12:36:16 rasp01 systemd[1]: docker.service: Service hold-off time over, scheduling restart.
Oct 03 12:36:16 rasp01 systemd[1]: Stopped Docker Application Container Engine.
dpkg: error processing package docker-ce (--configure):
 subprocess installed post-installation script returned error exit status 1
Errors were encountered while processing:
 docker-ce
E: Sub-process /usr/bin/dpkg returned an error code (1)

journalctl 명령어로 보면 다음과 같은 로그만 있을 뿐입니다.

$ journalctl -u docker.service

Oct 03 13:14:35 rasp01 systemd[1]: docker.service: Main process exited, code=dumped, status=11/SEGV
Oct 03 13:14:35 rasp01 systemd[1]: Failed to start Docker Application Container Engine.
Oct 03 13:14:35 rasp01 systemd[1]: docker.service: Unit entered failed state.
Oct 03 13:14:35 rasp01 systemd[1]: docker.service: Failed with result 'core-dump'.
Oct 03 13:14:35 rasp01 systemd[1]: docker.service: Service hold-off time over, scheduling restart.
Oct 03 13:14:35 rasp01 systemd[1]: Stopped Docker Application Container Engine.
Oct 03 13:14:35 rasp01 systemd[1]: docker.service: Start request repeated too quickly.
Oct 03 13:14:35 rasp01 systemd[1]: Failed to start Docker Application Container Engine.
Oct 03 13:14:35 rasp01 systemd[1]: docker.service: Unit entered failed state.
Oct 03 13:14:35 rasp01 systemd[1]: docker.service: Failed with result 'core-dump'.




armhf에 대해 좀 더 찾아 보니,

2.1. 지원하는 하드웨어
; https://www.debian.org/releases/jessie/armhf/ch02s01.html.ko

다음과 같은 설명이 있습니다.

  • 데비안/armel은 오래된 32비트 ARM 프로세서로 하드웨어 부동 소수점 기능(FPU)이 없는 프로세서이고,
  • 데비안/armhf는 최소한 ARMv7 아키텍쳐를 구현하고 ARM vector floating point specification의 버전3를(VFPv3) 구현한 최근의 ARM 프로세서에서만 동작합니다. 이 모델의 프로세서에 들어 있는 확장된 기능을 사용하므로 성능이 높습니다.
  • 데비안/arm64는 최소한 ARMv8 아키텍쳐를 구현한 64비트 ARM 프로세서입니다.




[이 글에 대해서 여러분들과 의견을 공유하고 싶습니다. 틀리거나 미흡한 부분 또는 의문 사항이 있으시면 언제든 댓글 남겨주십시오.]

[연관 글]






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[최종 수정일: 7/8/2021]

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이 저작물은 크리에이티브 커먼즈 코리아 저작자표시-비영리-변경금지 2.0 대한민국 라이센스에 따라 이용하실 수 있습니다.
by SeongTae Jeong, mailto:techsharer at outlook.com

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11490정성태4/12/201811758.NET Framework: 739. .NET Framework 4.7.1의 새 기능 - Configuration builders [1]파일 다운로드1
11489정성태4/12/20189152오류 유형: 463. 윈도우 백업 오류 - a Volume Shadow Copy Service operation failed.
11488정성태4/12/201811491오류 유형: 462. Unhandled Exception in Managed Code Snap-in - FX:{811FD892-5EB4-4E73-A147-F1E079E36C4E}
11487정성태4/12/201811129디버깅 기술: 115. windbg - 닷넷 메모리 덤프에서 정적(static) 필드 값을 조사하는 방법
11486정성태4/11/201810707오류 유형: 461. Error MSB4064 The "ComputeOutputOnly" parameter is not supported by the "VsTsc" task
11485정성태4/11/201816165.NET Framework: 738. C# - Console 프로그램이 Ctrl+C 종료 시점을 감지하는 방법파일 다운로드1
11484정성태4/11/201816655.NET Framework: 737. C# - async를 Task 타입이 아닌 사용자 정의 타입에 적용하는 방법파일 다운로드1
11483정성태4/10/201819337개발 환경 구성: 358. "Let's Encrypt"에서 제공하는 무료 SSL 인증서를 IIS에 적용하는 방법 (2) [1]
11482정성태4/10/201813395VC++: 126. CUDA Core 수를 알아내는 방법
11481정성태4/10/201823967개발 환경 구성: 357. CUDA의 인덱싱 관련 용어 - blockIdx, threadIdx, blockDim, gridDim
11480정성태4/9/201815097.NET Framework: 736. C# - API를 사용해 Azure에 접근하는 방법 [2]파일 다운로드1
11479정성태4/9/201811501.NET Framework: 735. Azure - PowerShell로 Access control(IAM)에 새로운 계정 만드는 방법
11478정성태11/8/201912659디버깅 기술: 115. windbg - 덤프 파일로부터 PID와 환경변수 등의 정보를 구하는 방법 [1]
11477정성태4/8/201811328오류 유형: 460. windbg - sos 명령어 수행 시 c0000006 오류 발생
11476정성태4/8/201812301디버깅 기술: 114. windbg - !threads 출력 결과로부터 닷넷 관리 스레드(System.Threading.Thread) 객체를 구하는 방법
11475정성태3/28/201813920디버깅 기술: 113. windbg - Thread.Suspend 호출 시 응용 프로그램 hang 현상에 대한 덤프 분석
11474정성태3/27/201812164오류 유형: 459. xperf: error: TEST.Event: Invalid flags. (0x3ec).
11473정성태3/22/201815963.NET Framework: 734. C# - Thread.Suspend 호출 시 응용 프로그램 hang 현상파일 다운로드2
11472정성태3/22/201812082개발 환경 구성: 356. GTX 1070, GTX 960, GT 640M의 cudaGetDeviceProperties 출력 결과
11471정성태3/20/201814634VC++: 125. CUDA로 작성한 RGB2RGBA 성능 [1]파일 다운로드1
11470정성태3/20/201816374오류 유형: 458. Visual Studio - CUDA 프로젝트 빌드 시 오류 C1189, expression must have a constant value
11469정성태3/19/201810235오류 유형: 457. error MSB3103: Invalid Resx file. Could not load file or assembly 'System.Windows.Forms, ...' or one of its dependencies.
11468정성태3/19/201810123오류 유형: 456. 닷넷 응용 프로그램 실행 시 0x80131401 예외 발생
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