tensorflow gpu和cuda版本的对应关系

一时失言乱红尘 2023-01-17 07:39 220阅读 0赞

[从源代码构建  |  TensorFlow (google.cn)][_ TensorFlow _google.cn]

GPU

<table> 
 <tbody> 
  <tr> 
   <th>版本</th> 
   <th>Python 版本</th> 
   <th>编译器</th> 
   <th>构建工具</th> 
   <th>cuDNN</th> 
   <th>CUDA</th> 
  </tr> 
  <tr> 
   <td>tensorflow-2.4.0</td> 
   <td>3.6-3.8</td> 
   <td>GCC 7.3.1</td> 
   <td>Bazel 3.1.0</td> 
   <td>8.0</td> 
   <td>11.0</td> 
  </tr> 
  <tr> 
   <td>tensorflow-2.3.0</td> 
   <td>3.5-3.8</td> 
   <td>GCC 7.3.1</td> 
   <td>Bazel 3.1.0</td> 
   <td>7.6</td> 
   <td>10.1</td> 
  </tr> 
  <tr> 
   <td>tensorflow-2.2.0</td> 
   <td>3.5-3.8</td> 
   <td>GCC 7.3.1</td> 
   <td>Bazel 2.0.0</td> 
   <td>7.6</td> 
   <td>10.1</td> 
  </tr> 
  <tr> 
   <td>tensorflow-2.1.0</td> 
   <td>2.7、3.5-3.7</td> 
   <td>GCC 7.3.1</td> 
   <td>Bazel 0.27.1</td> 
   <td>7.6</td> 
   <td>10.1</td> 
  </tr> 
  <tr> 
   <td>tensorflow-2.0.0</td> 
   <td>2.7、3.3-3.7</td> 
   <td>GCC 7.3.1</td> 
   <td>Bazel 0.26.1</td> 
   <td>7.4</td> 
   <td>10.0</td> 
  </tr> 
  <tr> 
   <td>tensorflow_gpu-1.15.0</td> 
   <td>2.7、3.3-3.7</td> 
   <td>GCC 7.3.1</td> 
   <td>Bazel 0.26.1</td> 
   <td>7.4</td> 
   <td>10.0</td> 
  </tr> 
  <tr> 
   <td>tensorflow_gpu-1.14.0</td> 
   <td>2.7、3.3-3.7</td> 
   <td>GCC 4.8</td> 
   <td>Bazel 0.24.1</td> 
   <td>7.4</td> 
   <td>10.0</td> 
  </tr> 
  <tr> 
   <td>tensorflow_gpu-1.13.1</td> 
   <td>2.7、3.3-3.7</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 ###

CPU

<table> 
 <tbody> 
  <tr> 
   <th>版本</th> 
   <th>Python 版本</th> 
   <th>编译器</th> 
   <th>构建工具</th> 
  </tr> 
  <tr> 
   <td>tensorflow-2.4.0</td> 
   <td>3.6-3.8</td> 
   <td>Xcode 10.3 中的 Clang</td> 
   <td>Bazel 3.1.0</td> 
  </tr> 
  <tr> 
   <td>tensorflow-2.3.0</td> 
   <td>3.5-3.8</td> 
   <td>Xcode 10.1 中的 Clang</td> 
   <td>Bazel 3.1.0</td> 
  </tr> 
  <tr> 
   <td>tensorflow-2.2.0</td> 
   <td>3.5-3.8</td> 
   <td>Xcode 10.1 中的 Clang</td> 
   <td>Bazel 2.0.0</td> 
  </tr> 
  <tr> 
   <td>tensorflow-2.1.0</td> 
   <td>2.7、3.5-3.7</td> 
   <td>Xcode 10.1 中的 Clang</td> 
   <td>Bazel 0.27.1</td> 
  </tr> 
  <tr> 
   <td>tensorflow-2.0.0</td> 
   <td>2.7、3.5-3.7</td> 
   <td>Xcode 10.1 中的 Clang</td> 
   <td>Bazel 0.27.1</td> 
  </tr> 
  <tr> 
   <td>tensorflow-2.0.0</td> 
   <td>2.7、3.3-3.7</td> 
   <td>Xcode 10.1 中的 Clang</td> 
   <td>Bazel 0.26.1</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.15.0</td> 
   <td>2.7、3.3-3.7</td> 
   <td>Xcode 10.1 中的 Clang</td> 
   <td>Bazel 0.26.1</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.14.0</td> 
   <td>2.7、3.3-3.7</td> 
   <td>Xcode 中的 Clang</td> 
   <td>Bazel 0.24.1</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.13.1</td> 
   <td>2.7、3.3-3.7</td> 
   <td>Xcode 中的 Clang</td> 
   <td>Bazel 0.19.2</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.12.0</td> 
   <td>2.7、3.3-3.6</td> 
   <td>Xcode 中的 Clang</td> 
   <td>Bazel 0.15.0</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.11.0</td> 
   <td>2.7、3.3-3.6</td> 
   <td>Xcode 中的 Clang</td> 
   <td>Bazel 0.15.0</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.10.0</td> 
   <td>2.7、3.3-3.6</td> 
   <td>Xcode 中的 Clang</td> 
   <td>Bazel 0.15.0</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.9.0</td> 
   <td>2.7、3.3-3.6</td> 
   <td>Xcode 中的 Clang</td> 
   <td>Bazel 0.11.0</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.8.0</td> 
   <td>2.7、3.3-3.6</td> 
   <td>Xcode 中的 Clang</td> 
   <td>Bazel 0.10.1</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.7.0</td> 
   <td>2.7、3.3-3.6</td> 
   <td>Xcode 中的 Clang</td> 
   <td>Bazel 0.10.1</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.6.0</td> 
   <td>2.7、3.3-3.6</td> 
   <td>Xcode 中的 Clang</td> 
   <td>Bazel 0.8.1</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.5.0</td> 
   <td>2.7、3.3-3.6</td> 
   <td>Xcode 中的 Clang</td> 
   <td>Bazel 0.8.1</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.4.0</td> 
   <td>2.7、3.3-3.6</td> 
   <td>Xcode 中的 Clang</td> 
   <td>Bazel 0.5.4</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.3.0</td> 
   <td>2.7、3.3-3.6</td> 
   <td>Xcode 中的 Clang</td> 
   <td>Bazel 0.4.5</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.2.0</td> 
   <td>2.7、3.3-3.6</td> 
   <td>Xcode 中的 Clang</td> 
   <td>Bazel 0.4.5</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.1.0</td> 
   <td>2.7、3.3-3.6</td> 
   <td>Xcode 中的 Clang</td> 
   <td>Bazel 0.4.2</td> 
  </tr> 
  <tr> 
   <td>tensorflow-1.0.0</td> 
   <td>2.7、3.3-3.6</td> 
   <td>Xcode 中的 Clang</td> 
   <td>Bazel 0.4.2</td> 
  </tr> 
 </tbody> 
</table>

GPU

<table> 
 <tbody> 
  <tr> 
   <th>版本</th> 
   <th>Python 版本</th> 
   <th>编译器</th> 
   <th>构建工具</th> 
   <th>cuDNN</th> 
   <th>CUDA</th> 
  </tr> 
  <tr> 
   <td>tensorflow_gpu-1.1.0</td> 
   <td>2.7、3.3-3.6</td> 
   <td>Xcode 中的 Clang</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>Xcode 中的 Clang</td> 
   <td>Bazel 0.4.2</td> 
   <td>5.1</td> 
   <td>8</td> 
  </tr> 
 </tbody> 
</table>

[_ TensorFlow _google.cn]: https://tensorflow.google.cn/install/source#linux