TensorFlow与依赖项的版本对应关系
以下对应关系数据来⾃TensorFlow官⽹
CPU版本
Version Python version Compiler Build tools
tensorflow-2.4.0  3.6-3.8MSVC 2019Bazel 3.1.0
tensorflow-2.3.0  3.5-3.8MSVC 2019Bazel 3.1.0
tensorflow-2.2.0  3.5-3.8MSVC 2019Bazel 2.0.0
tensorflow-2.1.0  3.5-3.7MSVC 2019Bazel 0.27.1-0.29.1
tensorflow-2.0.0  3.5-3.7MSVC 2017Bazel 0.26.1
tensorflow-1.15.0  3.5-3.7MSVC 2017Bazel 0.26.1
tensorflow-1.14.0  3.5-3.7MSVC 2017Bazel 0.24.1-0.25.2
tensorflow-1.13.0  3.5-3.7MSVC 2015 update 3Bazel 0.19.0-0.21.0
tensorflow-1.12.0  3.5-3.6MSVC 2015 update 3Bazel 0.15.0
tensorflow-1.11.0  3.5-3.6MSVC 2015 update 3Bazel 0.15.0
tensorflow-1.10.0  3.5-3.6MSVC 2015 update 3Cmake v3.6.3
tensorflow-1.9.0  3.5-3.6MSVC 2015 update 3Cmake v3.6.3
tensorflow-1.8.0  3.5-3.6MSVC 2015 update 3Cmake v3.6.3
tensorflow-1.7.0  3.5-3.6MSVC 2015 update 3Cmake v3.6.3
tensorflow-1.6.0  3.5-3.6MSVC 2015 update 3Cmake v3.6.3
tensorflow-1.5.0  3.5-3.6MSVC 2015 update 3Cmake v3.6.3
tensorflow-1.4.0  3.5-3.6MSVC 2015 update 3Cmake v3.6.3
tensorflow-1.3.0  3.5-3.6MSVC 2015 update 3Cmake v3.6.3
tensorflow版本选择tensorflow-1.2.0  3.5-3.6MSVC 2015 update 3Cmake v3.6.3
tensorflow-1.1.0  3.5MSVC 2015 update 3Cmake v3.6.3
tensorflow-1.0.0  3.5MSVC 2015 update 3Cmake v3.6.3
GPU版本
Version Python version Compiler Build tools cuDNN CUDA tensorflow_gpu-2.4.0  3.6-3.8MSVC 2019Bazel 3.1.08.011.0 tensorflow_gpu-2.3.0  3.5-3.8MSVC 2019Bazel 3.1.07.610.1 tensorflow_gpu-2.2.0  3.5-3.8MSVC 2019Bazel 2.0.07.610.1 tensorflow_gpu-2.1.0  3.5-3.7MSVC 2019Bazel 0.27.1-0.29.17.610.1 tensorflow_gpu-2.0.0  3.5-3.7MSVC 2017Bazel 0.26.17.410 tensorflow_gpu-1.15.0  3.5-3.7MSVC 2017Bazel 0.26.17.410 tensorflow_gpu-1.14.0  3.5-3.7MSVC 2017Bazel 0.24.1-0.25.27.410
tensorflow_gpu-1.13.0  3.5-3.7MSVC 2015 update 3Bazel 0.19.0-0.21.07.410 Version Python version Compiler Build tools cuDNN CUDA
tensorflow_gpu-1.12.0  3.5-3.6MSVC 2015 update 3Bazel 0.15.07.29.0 tensorflow_gpu-1.11.0  3.5-3.6MSVC 2015 update 3Bazel 0.15.079 tensorflow_gpu-1.10.0  3.5-3.6MSVC 2015 update 3Cmake v3.6.379 tensorflow_gpu-1.9.0  3.5-3.6MSVC 2015 update 3Cmake v3.6.379 tensorflow_gpu-1.8.0  3.
5-3.6MSVC 2015 update 3Cmake v3.6.379 tensorflow_gpu-1.7.0  3.5-3.6MSVC 2015 update 3Cmake v3.6.379 tensorflow_gpu-1.6.0  3.5-3.6MSVC 2015 update 3Cmake v3.6.379 tensorflow_gpu-1.5.0  3.5-3.6MSVC 2015 update 3Cmake v3.6.379 tensorflow_gpu-1.4.0  3.5-3.6MSVC 2015 update 3Cmake v3.6.368 tensorflow_gpu-1.3.0  3.5-3.6MSVC 2015 update 3Cmake v3.6.368 tensorflow_gpu-1.2.0  3.5-3.6MSVC 2015 update 3Cmake v3.6.3  5.18 tensorflow_gpu-1.1.0  3.5MSVC 2015 update 3Cmake v3.6.3  5.18 tensorflow_gpu-1.0.0  3.5MSVC 2015 update 3Cmake v3.6.3  5.18