记录TensorFlow与Python, CUDA, cuDNN的版本对应关系

雨点打透心脏的1/2处 2022-01-19 05:41 304阅读 0赞

> ***本文更新时间：2019年6月12日***

### Windows：[https://tensorflow.google.cn/install/source\_windows][https_tensorflow.google.cn_install_source_windows] ###

**CPU**

<table> 
 <tbody> 
  <tr> 
   <th>Version</th> 
   <th>Python version</th> 
   <th>Compiler</th> 
   <th>Build tools</th> 
  </tr> 
  <tr> 
   <td>tensorflow-1.13.0</td> 
   <td>3.5-3.6</td> 
   <td>MSVC 2015 update 3</td> 
   <td>Cmake v3.6.3</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.12.0</td> 
   <td>3.5-3.6</td> 
   <td>MSVC 2015 update 3</td> 
   <td>Cmake v3.6.3</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.11.0</td> 
   <td>3.5-3.6</td> 
   <td>MSVC 2015 update 3</td> 
   <td>Cmake v3.6.3</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.10.0</td> 
   <td>3.5-3.6</td> 
   <td>MSVC 2015 update 3</td> 
   <td>Cmake v3.6.3</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.9.0</td> 
   <td>3.5-3.6</td> 
   <td>MSVC 2015 update 3</td> 
   <td>Cmake v3.6.3</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.8.0</td> 
   <td>3.5-3.6</td> 
   <td>MSVC 2015 update 3</td> 
   <td>Cmake v3.6.3</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.7.0</td> 
   <td>3.5-3.6</td> 
   <td>MSVC 2015 update 3</td> 
   <td>Cmake v3.6.3</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.6.0</td> 
   <td>3.5-3.6</td> 
   <td>MSVC 2015 update 3</td> 
   <td>Cmake v3.6.3</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.5.0</td> 
   <td>3.5-3.6</td> 
   <td>MSVC 2015 update 3</td> 
   <td>Cmake v3.6.3</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.4.0</td> 
   <td>3.5-3.6</td> 
   <td>MSVC 2015 update 3</td> 
   <td>Cmake v3.6.3</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.3.0</td> 
   <td>3.5-3.6</td> 
   <td>MSVC 2015 update 3</td> 
   <td>Cmake v3.6.3</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.2.0</td> 
   <td>3.5-3.6</td> 
   <td>MSVC 2015 update 3</td> 
   <td>Cmake v3.6.3</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.1.0</td> 
   <td>3.5</td> 
   <td>MSVC 2015 update 3</td> 
   <td>Cmake v3.6.3</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.0.0</td> 
   <td>3.5</td> 
   <td>MSVC 2015 update 3</td> 
   <td>Cmake v3.6.3</td> 
  </tr> 
 </tbody> 
</table>

**GPU**

<table> 
 <tbody> 
  <tr> 
   <th>Version</th> 
   <th>Python version</th> 
   <th>Compiler</th> 
   <th>Build tools</th> 
   <th>cuDNN</th> 
   <th>CUDA</th> 
  </tr> 
  <tr> 
   <td>tensorflow_gpu-1.13.0</td> 
   <td>3.5-3.6</td> 
   <td>MSVC 2015 update 3</td> 
   <td>Bazel 0.15.0</td> 
   <td>7</td> 
   <td>9</td> 
  </tr> 
  <tr> 
   <td>tensorflow_gpu-1.12.0</td> 
   <td>3.5-3.6</td> 
   <td>MSVC 2015 update 3</td> 
   <td>Bazel 0.15.0</td> 
   <td>7</td> 
   <td>9</td> 
  </tr> 
  <tr> 
   <td>tensorflow_gpu-1.11.0</td> 
   <td>3.5-3.6</td> 
   <td>MSVC 2015 update 3</td> 
   <td>Bazel 0.15.0</td> 
   <td>7</td> 
   <td>9</td> 
  </tr> 
  <tr> 
   <td>tensorflow_gpu-1.10.0</td> 
   <td>3.5-3.6</td> 
   <td>MSVC 2015 update 3</td> 
   <td>Cmake v3.6.3</td> 
   <td>7</td> 
   <td>9</td> 
  </tr> 
  <tr> 
   <td>tensorflow_gpu-1.9.0</td> 
   <td>3.5-3.6</td> 
   <td>MSVC 2015 update 3</td> 
   <td>Cmake v3.6.3</td> 
   <td>7</td> 
   <td>9</td> 
  </tr> 
  <tr> 
   <td>tensorflow_gpu-1.8.0</td> 
   <td>3.5-3.6</td> 
   <td>MSVC 2015 update 3</td> 
   <td>Cmake v3.6.3</td> 
   <td>7</td> 
   <td>9</td> 
  </tr> 
  <tr> 
   <td>tensorflow_gpu-1.7.0</td> 
   <td>3.5-3.6</td> 
   <td>MSVC 2015 update 3</td> 
   <td>Cmake v3.6.3</td> 
   <td>7</td> 
   <td>9</td> 
  </tr> 
  <tr> 
   <td>tensorflow_gpu-1.6.0</td> 
   <td>3.5-3.6</td> 
   <td>MSVC 2015 update 3</td> 
   <td>Cmake v3.6.3</td> 
   <td>7</td> 
   <td>9</td> 
  </tr> 
  <tr> 
   <td>tensorflow_gpu-1.5.0</td> 
   <td>3.5-3.6</td> 
   <td>MSVC 2015 update 3</td> 
   <td>Cmake v3.6.3</td> 
   <td>7</td> 
   <td>9</td> 
  </tr> 
  <tr> 
   <td>tensorflow_gpu-1.4.0</td> 
   <td>3.5-3.6</td> 
   <td>MSVC 2015 update 3</td> 
   <td>Cmake v3.6.3</td> 
   <td>6</td> 
   <td>8</td> 
  </tr> 
  <tr> 
   <td>tensorflow_gpu-1.3.0</td> 
   <td>3.5-3.6</td> 
   <td>MSVC 2015 update 3</td> 
   <td>Cmake v3.6.3</td> 
   <td>6</td> 
   <td>8</td> 
  </tr> 
  <tr> 
   <td>tensorflow_gpu-1.2.0</td> 
   <td>3.5-3.6</td> 
   <td>MSVC 2015 update 3</td> 
   <td>Cmake v3.6.3</td> 
   <td>5.1</td> 
   <td>8</td> 
  </tr> 
  <tr> 
   <td>tensorflow_gpu-1.1.0</td> 
   <td>3.5</td> 
   <td>MSVC 2015 update 3</td> 
   <td>Cmake v3.6.3</td> 
   <td>5.1</td> 
   <td>8</td> 
  </tr> 
  <tr> 
   <td>tensorflow_gpu-1.0.0</td> 
   <td>3.5</td> 
   <td>MSVC 2015 update 3</td> 
   <td>Cmake v3.6.3</td> 
   <td>5.1</td> 
   <td>8</td> 
  </tr> 
 </tbody> 
</table>

### Linux：[https://tensorflow.google.cn/install/source][https_tensorflow.google.cn_install_source] ###

**CPU**

<table> 
 <tbody> 
  <tr> 
   <th>Version</th> 
   <th>Python version</th> 
   <th>Compiler</th> 
   <th>Build tools</th> 
  </tr> 
  <tr> 
   <td>tensorflow-1.13.1</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>GCC 4.8</td> 
   <td>Bazel 0.19.2</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.12.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>GCC 4.8</td> 
   <td>Bazel 0.15.0</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.11.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>GCC 4.8</td> 
   <td>Bazel 0.15.0</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.10.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>GCC 4.8</td> 
   <td>Bazel 0.15.0</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.9.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>GCC 4.8</td> 
   <td>Bazel 0.11.0</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.8.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>GCC 4.8</td> 
   <td>Bazel 0.10.0</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.7.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>GCC 4.8</td> 
   <td>Bazel 0.10.0</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.6.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>GCC 4.8</td> 
   <td>Bazel 0.9.0</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.5.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>GCC 4.8</td> 
   <td>Bazel 0.8.0</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.4.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>GCC 4.8</td> 
   <td>Bazel 0.5.4</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.3.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>GCC 4.8</td> 
   <td>Bazel 0.4.5</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.2.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>GCC 4.8</td> 
   <td>Bazel 0.4.5</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.1.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>GCC 4.8</td> 
   <td>Bazel 0.4.2</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.0.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>GCC 4.8</td> 
   <td>Bazel 0.4.2</td> 
  </tr> 
 </tbody> 
</table>

**GPU**

<table> 
 <tbody> 
  <tr> 
   <th>Version</th> 
   <th>Python version</th> 
   <th>Compiler</th> 
   <th>Build tools</th> 
   <th>cuDNN</th> 
   <th>CUDA</th> 
  </tr> 
  <tr> 
   <td>tensorflow_gpu-1.13.1</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>GCC 4.8</td> 
   <td>Bazel 0.19.2</td> 
   <td>7.4</td> 
   <td>10.0</td> 
  </tr> 
  <tr> 
   <td>tensorflow_gpu-1.12.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>GCC 4.8</td> 
   <td>Bazel 0.15.0</td> 
   <td>7</td> 
   <td>9</td> 
  </tr> 
  <tr> 
   <td>tensorflow_gpu-1.11.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>GCC 4.8</td> 
   <td>Bazel 0.15.0</td> 
   <td>7</td> 
   <td>9</td> 
  </tr> 
  <tr> 
   <td>tensorflow_gpu-1.10.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>GCC 4.8</td> 
   <td>Bazel 0.15.0</td> 
   <td>7</td> 
   <td>9</td> 
  </tr> 
  <tr> 
   <td>tensorflow_gpu-1.9.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>GCC 4.8</td> 
   <td>Bazel 0.11.0</td> 
   <td>7</td> 
   <td>9</td> 
  </tr> 
  <tr> 
   <td>tensorflow_gpu-1.8.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>GCC 4.8</td> 
   <td>Bazel 0.10.0</td> 
   <td>7</td> 
   <td>9</td> 
  </tr> 
  <tr> 
   <td>tensorflow_gpu-1.7.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>GCC 4.8</td> 
   <td>Bazel 0.9.0</td> 
   <td>7</td> 
   <td>9</td> 
  </tr> 
  <tr> 
   <td>tensorflow_gpu-1.6.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>GCC 4.8</td> 
   <td>Bazel 0.9.0</td> 
   <td>7</td> 
   <td>9</td> 
  </tr> 
  <tr> 
   <td>tensorflow_gpu-1.5.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>GCC 4.8</td> 
   <td>Bazel 0.8.0</td> 
   <td>7</td> 
   <td>9</td> 
  </tr> 
  <tr> 
   <td>tensorflow_gpu-1.4.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>GCC 4.8</td> 
   <td>Bazel 0.5.4</td> 
   <td>6</td> 
   <td>8</td> 
  </tr> 
  <tr> 
   <td>tensorflow_gpu-1.3.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>GCC 4.8</td> 
   <td>Bazel 0.4.5</td> 
   <td>6</td> 
   <td>8</td> 
  </tr> 
  <tr> 
   <td>tensorflow_gpu-1.2.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>GCC 4.8</td> 
   <td>Bazel 0.4.5</td> 
   <td>5.1</td> 
   <td>8</td> 
  </tr> 
  <tr> 
   <td>tensorflow_gpu-1.1.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>GCC 4.8</td> 
   <td>Bazel 0.4.2</td> 
   <td>5.1</td> 
   <td>8</td> 
  </tr> 
  <tr> 
   <td>tensorflow_gpu-1.0.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>GCC 4.8</td> 
   <td>Bazel 0.4.2</td> 
   <td>5.1</td> 
   <td>8</td> 
  </tr> 
 </tbody> 
</table>

### macOS：[https://tensorflow.google.cn/install/source][https_tensorflow.google.cn_install_source] ###

**CPU**

<table> 
 <tbody> 
  <tr> 
   <th>Version</th> 
   <th>Python version</th> 
   <th>Compiler</th> 
   <th>Build tools</th> 
  </tr> 
  <tr> 
   <td>tensorflow-1.13.1</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>Clang from xcode</td> 
   <td>Bazel 0.19.2</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.12.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>Clang from xcode</td> 
   <td>Bazel 0.15.0</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.11.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>Clang from xcode</td> 
   <td>Bazel 0.15.0</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.10.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>Clang from xcode</td> 
   <td>Bazel 0.15.0</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.9.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>Clang from xcode</td> 
   <td>Bazel 0.11.0</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.8.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>Clang from xcode</td> 
   <td>Bazel 0.10.1</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.7.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>Clang from xcode</td> 
   <td>Bazel 0.10.1</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.6.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>Clang from xcode</td> 
   <td>Bazel 0.8.1</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.5.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>Clang from xcode</td> 
   <td>Bazel 0.8.1</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.4.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>Clang from xcode</td> 
   <td>Bazel 0.5.4</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.3.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>Clang from xcode</td> 
   <td>Bazel 0.4.5</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.2.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>Clang from xcode</td> 
   <td>Bazel 0.4.5</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.1.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>Clang from xcode</td> 
   <td>Bazel 0.4.2</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.0.0</td> 
   <td>2.7, 3.3-3.6</td> 
   <td>Clang from xcode</td> 
   <td>Bazel 0.4.2</td> 
  </tr> 
 </tbody> 
</table>

**GPU：https://tensorflow.google.cn/install/source\#gpu**

[https_tensorflow.google.cn_install_source_windows]: https://tensorflow.google.cn/install/source_windows
[https_tensorflow.google.cn_install_source]: https://tensorflow.google.cn/install/source