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CUDA_toolkit=10.2 cudnn=7.6.5 pytorch=v1.9.0

by xi2d 2023. 3. 16.
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https://deepflowest.tistory.com/338

 

[Window] CUDA 10.2 , cuDNN 7.6.5 설치

■ 기존 버전, 환경 확인 OS : Windows 10 Graphic card : GTX1080 CUDA 11.1 ■ 설치 리스트 CUDA 10.2 cuDNN 7.6.5 1. 기존 CUDA, NVIDIA 드라이버 삭제 1) "프로그램 추가/제거" 에서 "NVIDIA" 검색 후 관련된 것들 모두 삭

deepflowest.tistory.com

https://bo-10000.tistory.com/75

 

CUDA, driver, PyTorch + Tensorflow 호환되는 version 찾고 설치(업그레이드, 다운그레이드)하기

CUDA를 설치 시에 driver version에 맞는 version을 설치해야 하고, CUDA version에 맞는 version의 PyTorch를 설치해야 한다. 참고: Driver & Cuda & PyTorch version 확인 Python으로 PyTorch, Python, CUDA, cudnn 버전 확인 PyTorch

bo-10000.tistory.com

https://pytorch.org/get-started/previous-versions/

 

PyTorch

An open source machine learning framework that accelerates the path from research prototyping to production deployment.

pytorch.org

 

https://en.wikipedia.org/wiki/CUDA#GPUs_supported

 

CUDA - Wikipedia

From Wikipedia, the free encyclopedia Parallel computing platform and programming model CUDA (or Compute Unified Device Architecture) is a parallel computing platform and application programming interface (API) that allows software to use certain types of

en.wikipedia.org

https://developer.nvidia.com/rdp/cudnn-archive

 

cuDNN Archive

Download releases from the GPU-accelerated primitive library for deep neural networks.

developer.nvidia.com

 

 

# CUDA 10.2
pip install torch==1.9.0+cu102 torchvision==0.10.0+cu102 torchaudio==0.9.0 -f https://download.pytorch.org/whl/torch_stable.html
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