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GPU tensorflow 버전에 따른 CUDA,CUDNN 버전 메트릭 본문

BIgData/Infra Engineer

GPU tensorflow 버전에 따른 CUDA,CUDNN 버전 메트릭

sherrylover 2023. 3. 15. 00:40
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*tensorflow GPU사용을 위한 CUDA,CUDNN버전 메트릭 

Version Python version Compiler Build tools cuDNN CUDA
tensorflow_gpu-2.11.0 3.7-3.10 MSVC 2019 Bazel 5.3.0 8.1 11.2
tensorflow_gpu-2.10.0 3.7-3.10 MSVC 2019 Bazel 5.1.1 8.1 11.2
tensorflow_gpu-2.9.0 3.7-3.10 MSVC 2019 Bazel 5.0.0 8.1 11.2
tensorflow_gpu-2.8.0 3.7-3.10 MSVC 2019 Bazel 4.2.1 8.1 11.2
tensorflow_gpu-2.7.0 3.7-3.9 MSVC 2019 Bazel 3.7.2 8.1 11.2
tensorflow_gpu-2.6.0 3.6-3.9 MSVC 2019 Bazel 3.7.2 8.1 11.2
tensorflow_gpu-2.5.0 3.6-3.9 MSVC 2019 Bazel 3.7.2 8.1 11.2
tensorflow_gpu-2.4.0 3.6-3.8 MSVC 2019 Bazel 3.1.0 8.0 11.0
tensorflow_gpu-2.3.0 3.5-3.8 MSVC 2019 Bazel 3.1.0 7.6 10.1
tensorflow_gpu-2.2.0 3.5-3.8 MSVC 2019 Bazel 2.0.0 7.6 10.1
tensorflow_gpu-2.1.0 3.5-3.7 MSVC 2019 Bazel 0.27.1-0.29.1 7.6 10.1
tensorflow_gpu-2.0.0 3.5-3.7 MSVC 2017 Bazel 0.26.1 7.4 10
tensorflow_gpu-1.15.0 3.5-3.7 MSVC 2017 Bazel 0.26.1 7.4 10
tensorflow_gpu-1.14.0 3.5-3.7 MSVC 2017 Bazel 0.24.1-0.25.2 7.4 10
tensorflow_gpu-1.13.0 3.5-3.7 MSVC 2015 update 3 Bazel 0.19.0-0.21.0 7.4 10
tensorflow_gpu-1.12.0 3.5-3.6 MSVC 2015 update 3 Bazel 0.15.0 7.2 9.0
tensorflow_gpu-1.11.0 3.5-3.6 MSVC 2015 update 3 Bazel 0.15.0 7 9
tensorflow_gpu-1.10.0 3.5-3.6 MSVC 2015 update 3 Cmake v3.6.3 7 9
tensorflow_gpu-1.9.0 3.5-3.6 MSVC 2015 update 3 Cmake v3.6.3 7 9
tensorflow_gpu-1.8.0 3.5-3.6 MSVC 2015 update 3 Cmake v3.6.3 7 9
tensorflow_gpu-1.7.0 3.5-3.6 MSVC 2015 update 3 Cmake v3.6.3 7 9
tensorflow_gpu-1.6.0 3.5-3.6 MSVC 2015 update 3 Cmake v3.6.3 7 9
tensorflow_gpu-1.5.0 3.5-3.6 MSVC 2015 update 3 Cmake v3.6.3 7 9
tensorflow_gpu-1.4.0 3.5-3.6 MSVC 2015 update 3 Cmake v3.6.3 6 8
tensorflow_gpu-1.3.0 3.5-3.6 MSVC 2015 update 3 Cmake v3.6.3 6 8
tensorflow_gpu-1.2.0 3.5-3.6 MSVC 2015 update 3 Cmake v3.6.3 5.1 8
tensorflow_gpu-1.1.0 3.5 MSVC 2015 update 3 Cmake v3.6.3 5.1 8
tensorflow_gpu-1.0.0 3.5 MSVC 2015 update 3 Cmake v3.6.3 5.1 8

https://www.tensorflow.org/install/source_windows#tested_build_configurations

 

Windows의 소스에서 빌드  |  TensorFlow

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www.tensorflow.org

 

테스트된 빌드버전이라 더 추가될 가능성 있어보임

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