[Cuda] How to find version of Cuda, Cuda Toolkit, and Cudnn?

(1) 자신의 desktop이 어떤 GPU를 사용하는지 확인

• Terminal로 찾는 방법 ▷ $ sudo lshw -C display

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• Desktop Setting에서 확인하는 방법
  • Settings → Details → About → Find Graphics

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(2) 자신의 GPU 환경에 맞는 Nvidia Driver 버전 확인

• Reference Site
  • [ https://www.nvidia.co.kr/Download/index.aspx?lang=kr ]

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• 해당 하드웨어에 대한 드라이버가 어디 버전까지 지원이 가능한지 볼 수 있음
  • Reference Site
    • [ https://www.nvidia.com/Download/Find.aspx ]
  • Example
    • 위의 예시로 통한 버전 확인 결과

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(3) 자신의 NVIDIA Driver 버전에 맞는 Cuda Toolkit 버전 확인

• Reference Site
  • [ https://developer.nvidia.com/cuda-gpus ]
    [ https://docs.nvidia.com/deploy/cuda-compatibility/ ]
    [ https://docs.nvidia.com/cuda/cuda-toolkit-release-notes/index.html ]
• Example
  • 위의 예시로 통한 Cuda Toolkit 버전 확인 결과

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(4) 자신의 Cuda 버전에 맞는 cuDNN 버전 확인

• Reference Site
  • [ https://developer.nvidia.com/rdp/cudnn-archive](https://developer.nvidia.com/rdp/cudnn-archive ]
• Example
  • 위의 예시로 통한 cuDNN 버전 확인 결과

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(5) 결론: 이를 통해 확인된 나의 desktop에 맞는 버전은 다음과 같다.

• NVIDIA Driver → 470.82
• CUDA Toolkit Driver → CUDA 11.4
• cuDNN → 8.2.4

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(6) Docker 환경을 통해서 해당 환경을 설치하려면 다음과 같은 사이트를 참고해준다.

• Reference Site
  • [ https://github.com/deepshwang/howtodocker#sec1](https://github.com/deepshwang/howtodocker#sec1 ]
    • 설명이 아주 잘 되어있음!

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(7) Appendix (자신의 Compatibility 에 맞는 CUDA 및 NVIDIA driver version 확인하는 사이트)

• Reference Site
  • [ https://en.wikipedia.org/wiki/CUDA](https://en.wikipedia.org/wiki/CUDA ]
    [ https://docs.nvidia.com/pdf/CUDA_Compatibility.pdf ]