基于TensorFlow和Python的机器学习（笔记）
TensorFlow的安装
进入python.exe的所在文件夹下输入 （file==>settings==>python intepreter查看所用python解释器的位置）
在命令行窗口中 cd C:\Users\Administrator\venv\Scripts 切换至Python解释器安装路径
pip install tensorflow -i https://pypi.tuna.tsinghua.edu.cn/simple
也可通过
pip install tensorflow==2.5.0 -i https://pypi.tuna.tsinghua.edu.cn/simple
指定tensorflow的版本
Python和TensorFlow版本对应关系
经过测试的构建配置
CPU
版本 Python 版本 编译器 构建工具
tensorflow-2.6.0 3.6-3.9 MSVC 2019 Bazel 3.7.2
tensorflow-2.5.0 3.6-3.9 MSVC 2019 Bazel 3.7.2
tensorflow-2.4.0 3.6-3.8 MSVC 2019 Bazel 3.1.0
tensorflow-2.3.0 3.5-3.8 MSVC 2019 Bazel 3.1.0
tensorflow-2.2.0 3.5-3.8 MSVC 2019 Bazel 2.0.0
tensorflow-2.1.0 3.5-3.7 MSVC 2019 Bazel 0.27.1-0.29.1
tensorflow-2.0.0 3.5-3.7 MSVC 2017 Bazel 0.26.1
tensorflow-1.15.0 3.5-3.7 MSVC 2017 Bazel 0.26.1
tensorflow-1.14.0 3.5-3.7 MSVC 2017 Bazel 0.24.1-0.25.2
tensorflow-1.13.0 3.5-3.7 MSVC 2015 update 3 Bazel 0.19.0-0.21.0
tensorflow-1.12.0 3.5-3.6 MSVC 2015 update 3 Bazel 0.15.0
tensorflow-1.11.0 3.5-3.6 MSVC 2015 update 3 Bazel 0.15.0
tensorflow-1.10.0 3.5-3.6 MSVC 2015 update 3 Cmake v3.6.3
tensorflow-1.9.0 3.5-3.6 MSVC 2015 update 3 Cmake v3.6.3
tensorflow-1.8.0 3.5-3.6 MSVC 2015 update 3 Cmake v3.6.3
tensorflow-1.7.0 3.5-3.6 MSVC 2015 update 3 Cmake v3.6.3
tensorflow-1.6.0 3.5-3.6 MSVC 2015 update 3 Cmake v3.6.3
tensorflow-1.5.0 3.5-3.6 MSVC 2015 update 3 Cmake v3.6.3
tensorflow-1.4.0 3.5-3.6 MSVC 2015 update 3 Cmake v3.6.3
tensorflow-1.3.0 3.5-3.6 MSVC 2015 update 3 Cmake v3.6.3
tensorflow-1.2.0 3.5-3.6 MSVC 2015 update 3 Cmake v3.6.3
tensorflow-1.1.0 3.5 MSVC 2015 update 3 Cmake v3.6.3
tensorflow-1.0.0 3.5 MSVC 2015 update 3 Cmake v3.6.3
GPU
版本 Python 版本 编译器 构建工具 cuDNN CUDA
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
标签：Python,update,笔记,3.6,3.5,MSVC,2015,TensorFlow,tensorflow From： https://www.cnblogs.com/zhangdezhang/p/16774680.html