2022最新:TensorFlow各个GPU
版本CUDA和cuDNN对应版本
整理(最简洁)
CUDA与显卡驱动:https://docs.nvidia.com/cuda/cuda-toolkit-release-notes/index.html
TensorFlow-GPU与CUDA cudnn Python版本关系:https://tensorflow.google.cn/install/source_windows?hl=en#gpu
以下是windows的对应关系,Linux和macOS的对应关系在上面的链接里面
GPU
Version | Python version | Compiler | Build tools | cuDNN | CUDA |
---|
tensorflow_gpu-2.7.03.7-3.9MSVC 2019Bazel 3.7.28.111.2
tensorflow_gpu-2.6.03.6-3.9MSVC 2019Bazel 3.7.28.111.2
tensorflow_gpu-2.5.03.6-3.9MSVC 2019Bazel 3.7.28.111.2
tensorflow_gpu-2.4.03.6-3.8MSVC 2019Bazel 3.1.08.011.0
tensorflow_gpu-2.3.03.5-3.8MSVC 2019Bazel 3.1.07.610.1
tensorflow_gpu-2.2.03.5-3.8MSVC 2019Bazel 2.0.07.610.1
tensorflow_gpu-2.1.03.5-3.7MSVC 2019Bazel 0.27.1-0.29.17.610.1
tensorflow_gpu-2.0.03.5-3.7MSVC 2017Bazel 0.26.17.410
tensorflow_gpu-1.15.03.5-3.7MSVC 2017Bazel 0.26.17.410
tensorflow_gpu-1.14.03.5-3.7MSVC 2017Bazel 0.24.1-0.25.27.410
tensorflow_gpu-1.13.03.5-3.7MSVC 2015 update 3Bazel 0.19.0-0.21.07.410
tensorflow_gpu-1.12.03.5-3.6MSVC 2015 update 3Bazel 0.15.07.29.0
tensorflow_gpu-1.11.03.5-3.6MSVC 2015 update 3Bazel 0.15.079
tensorflow_gpu-1.10.03.5-3.6MSVC 2015 update 3Cmake v3.6.379
tensorflow_gpu-1.9.03.5-3.6MSVC 2015 update 3Cmake v3.6.379
tensorflow_gpu-1.8.03.5-3.6MSVC 2015 update 3Cmake v3.6.379
tensorflow_gpu-1.7.03.5-3.6MSVC 2015 update 3Cmake v3.6.379
tensorflow_gpu-1.6.03.5-3.6MSVC 2015 update 3Cmake v3.6.379
tensorflow_gpu-1.5.03.5-3.6MSVC 2015 update 3Cmake v3.6.379
tensorflow_gpu-1.4.03.5-3.6MSVC 2015 update 3Cmake v3.6.368
tensorflow_gpu-1.3.03.5-3.6MSVC 2015 update 3Cmake v3.6.368
tensorflow_gpu-1.2.03.5-3.6MSVC 2015 update 3Cmake v3.6.35.18
tensorflow_gpu-1.1.03.5MSVC 2015 update 3Cmake v3.6.35.18
tensorflow_gpu-1.0.03.5MSVC 2015 update 3Cmake v3.6.35.18
CPU
Version | Python version | Compiler | Build tools |
---|
tensorflow-2.7.03.7-3.9MSVC 2019Bazel 3.7.2
tensorflow-2.6.03.6-3.9MSVC 2019Bazel 3.7.2
tensorflow-2.5.03.6-3.9MSVC 2019Bazel 3.7.2
tensorflow-2.4.03.6-3.8MSVC 2019Bazel 3.1.0
tensorflow-2.3.03.5-3.8MSVC 2019Bazel 3.1.0
tensorflow-2.2.03.5-3.8MSVC 2019Bazel 2.0.0
tensorflow-2.1.03.5-3.7MSVC 2019Bazel 0.27.1-0.29.1
tensorflow-2.0.03.5-3.7MSVC 2017Bazel 0.26.1
tensorflow-1.15.03.5-3.7MSVC 2017Bazel 0.26.1
tensorflow-1.14.03.5-3.7MSVC 2017Bazel 0.24.1-0.25.2
tensorflow-1.13.03.5-3.7MSVC 2015 update 3Bazel 0.19.0-0.21.0
tensorflow-1.12.03.5-3.6MSVC 2015 update 3Bazel 0.15.0
tensorflow-1.11.03.5-3.6MSVC 2015 update 3Bazel 0.15.0
tensorflow-1.10.03.5-3.6MSVC 2015 update 3Cmake v3.6.3
tensorflow-1.9.03.5-3.6MSVC 2015 update 3Cmake v3.6.3
tensorflow-1.8.03.5-3.6MSVC 2015 update 3Cmake v3.6.3
tensorflow-1.7.03.5-3.6MSVC 2015 update 3Cmake v3.6.3
tensorflow-1.6.03.5-3.6MSVC 2015 update 3Cmake v3.6.3
tensorflow-1.5.03.5-3.6MSVC 2015 update 3Cmake v3.6.3
tensorflow-1.4.03.5-3.6MSVC 2015 update 3Cmake v3.6.3
tensorflow-1.3.03.5-3.6MSVC 2015 update 3Cmake v3.6.3
tensorflow-1.2.03.5-3.6MSVC 2015 update 3Cmake v3.6.3
tensorflow-1.1.03.5MSVC 2015 update 3Cmake v3.6.3
tensorflow-1.0.03.5MSVC 2015 update 3Cmake v3.6.3
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