TensorFlow版本配套关系表(cudnn、cuda、Python的配套关系,包含所有操作系统)

TensoFlow版本配套关系表

由于前一段时间做了一个关于深度学习的项目,在项目中发现Windows环境下不能安装Python2.7版本的tensorflow,然后索性就来了解一下tensorflow的各种版本的配套关系。

cuda、cudnn的安装方法请参考我的另外一篇博客

需要注意:

1.Windows环境下不能安装Python2.7版本的tensorflow;

2.tensorflow、Python、cuda、cudnn必须严格匹配,不然就会出现各种奇奇怪怪的问题;

3.关于这些工具的基本介绍,以及深度学习的入门介绍请下载我制作的ppt自行学习。

我的ppt:https://download.csdn.net/download/wanzhen4330/10600881(只要2个积分,没有积分的小伙伴可以私聊我哦,我也是想赚点积分用用,不要责怪我哈)

Linux

Version:

CPU/GPU:

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Python Version:

Compiler:

Build Tools:

cuDNN:

CUDA:

tensorflow-1.6.0

CPU

2.7, 3.3-3.6

GCC 4.8

Bazel 0.9.0

N/A

N/A

tensorflow_gpu-1.6.0

GPU

2.7, 3.3-3.6

GCC 4.8

Bazel 0.9.0

7

9

tensorflow-1.5.0

CPU

2.7, 3.3-3.6

GCC 4.8

Bazel 0.8.0

N/A

N/A

tensorflow_gpu-1.5.0

GPU

2.7, 3.3-3.6

GCC 4.8

Bazel 0.8.0

7

9

tensorflow-1.4.0

CPU

2.7, 3.3-3.6

GCC 4.8

Bazel 0.5.4

N/A

N/A

tensorflow_gpu-1.4.0

GPU

2.7, 3.3-3.6

GCC 4.8

Bazel 0.5.4

6

8

tensorflow-1.3.0

CPU

2.7, 3.3-3.6

GCC 4.8

Bazel 0.4.5

N/A

N/A

tensorflow_gpu-1.3.0

GPU

2.7, 3.3-3.6

GCC 4.8

Bazel 0.4.5

6

8

tensorflow-1.2.0

CPU

2.7, 3.3-3.6

GCC 4.8

Bazel 0.4.5

N/A

N/A

tensorflow_gpu-1.2.0

GPU

2.7, 3.3-3.6

GCC 4.8

Bazel 0.4.5

5.1

8

tensorflow-1.1.0

CPU

2.7, 3.3-3.6

GCC 4.8

Bazel 0.4.2

N/A

N/A

tensorflow_gpu-1.1.0

GPU

2.7, 3.3-3.6

GCC 4.8

Bazel 0.4.2

5.1

8

tensorflow-1.0.0

CPU

2.7, 3.3-3.6

GCC 4.8

Bazel 0.4.2

N/A

N/A

tensorflow_gpu-1.0.0

GPU

2.7, 3.3-3.6

GCC 4.8

Bazel 0.4.2

5.1

8

Mac

Version:

CPU/GPU:

Python Version:

Compiler:

Build Tools:

cuDNN:

CUDA:

tensorflow-1.6.0

CPU

2.7, 3.3-3.6

Clang from xcode

Bazel 0.8.1

N/A

N/A

tensorflow-1.5.0

CPU

2.7, 3.3-3.6

Clang from xcode

Bazel 0.8.1

N/A

N/A

tensorflow-1.4.0

CPU

2.7, 3.3-3.6

Clang from xcode

Bazel 0.5.4

N/A

N/A

tensorflow-1.3.0

CPU

2.7, 3.3-3.6

Clang from xcode

Bazel 0.4.5

N/A

N/A

tensorflow-1.2.0

CPU

2.7, 3.3-3.6

Clang from xcode

Bazel 0.4.5

N/A

N/A

tensorflow-1.1.0

CPU

2.7, 3.3-3.6

Clang from xcode

Bazel 0.4.2

N/A

N/A

tensorflow_gpu-1.1.0

GPU

2.7, 3.3-3.6

Clang from xcode

Bazel 0.4.2

5.1

8

tensorflow-1.0.0

CPU

2.7, 3.3-3.6

Clang from xcode

Bazel 0.4.2

N/A

N/A

tensorflow_gpu-1.0.0

GPU

2.7, 3.3-3.6

Clang from xcode

Bazel 0.4.2

5.1

8

Windows

Version:

CPU/GPU:

Python Version:

Compiler:

Build Tools:

cuDNN:

CUDA:

tensorflow-1.6.0

CPU

3.5-3.6

MSVC 2015 update 3

Cmake v3.6.3

N/A

N/A

tensorflow_gpu-1.6.0

GPU

3.5-3.6

MSVC 2015 update 3

Cmake v3.6.3

7

9

tensorflow-1.5.0

CPU

3.5-3.6

MSVC 2015 update 3

Cmake v3.6.3

N/A

N/A

tensorflow_gpu-1.5.0

GPU

3.5-3.6

MSVC 2015 update 3

Cmake v3.6.3

7

9

tensorflow-1.4.0

CPU

3.5-3.6

MSVC 2015 update 3

Cmake v3.6.3

N/A

N/A

tensorflow_gpu-1.4.0

GPU

3.5-3.6

MSVC 2015 update 3

Cmake v3.6.3

6

8

tensorflow-1.3.0

CPU

3.5-3.6

MSVC 2015 update 3

Cmake v3.6.3

N/A

N/A

tensorflow_gpu-1.3.0

GPU

3.5-3.6

MSVC 2015 update 3

Cmake v3.6.3

6

8

tensorflow-1.2.0

CPU

3.5-3.6

MSVC 2015 update 3

Cmake v3.6.3

N/A

N/A

tensorflow_gpu-1.2.0

GPU

3.5-3.6

MSVC 2015 update 3

Cmake v3.6.3

5.1

8

tensorflow-1.1.0

CPU

3.5

MSVC 2015 update 3

Cmake v3.6.3

N/A

N/A

tensorflow_gpu-1.1.0

GPU

3.5

MSVC 2015 update 3

Cmake v3.6.3

5.1

8

tensorflow-1.0.0

CPU

3.5

MSVC 2015 update 3

Cmake v3.6.3

N/A

N/A

tensorflow_gpu-1.0.0

GPU

3.5

MSVC 2015 update 3

Cmake v3.6.3

5.1

8

参考资料:https://wenku.baidu.com/view/24695b2f814d2b160b4e767f5acfa1c7aa0082e3.html

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转载自blog.csdn.net/wanzhen4330/article/details/81660277