Python与Tensorflow版本对应及在Tensorflow中GPU的cuda,cudnn版本对应关系
CPU版本
| Index |
Version |
Python version |
Compiler |
Build tools |
| 1 |
tensorflow-2.18.0 |
3.9-3.12 |
CLANG 17.0.6 |
Bazel 6.5.0 |
| 2 |
tensorflow-2.17.0 |
3.9-3.12 |
CLANG 17.0.6 |
Bazel 6.5.0 |
| 3 |
tensorflow-2.16.1 |
3.9-3.12 |
CLANG 17.0.6 |
Bazel 6.5.0 |
| 4 |
tensorflow-2.15.0 |
3.9-3.11 |
MSVC 2019 |
Bazel 6.1.0 |
| 5 |
tensorflow-2.14.0 |
3.9-3.11 |
MSVC 2019 |
Bazel 6.1.0 |
| 6 |
tensorflow-2.12.0 |
3.8-3.11 |
MSVC 2019 |
Bazel 5.3.0 |
| 7 |
tensorflow-2.11.0 |
3.7-3.10 |
MSVC 2019 |
Bazel 5.3.0 |
| 8 |
tensorflow-2.10.0 |
3.7-3.10 |
MSVC 2019 |
Bazel 5.1.1 |
| 9 |
tensorflow-2.9.0 |
3.7-3.10 |
MSVC 2019 |
Bazel 5.0.0 |
| 10 |
tensorflow-2.8.0 |
3.7-3.10 |
MSVC 2019 |
Bazel 4.2.1 |
| 11 |
tensorflow-2.7.0 |
3.7-3.9 |
MSVC 2019 |
Bazel 3.7.2 |
| 12 |
tensorflow-2.6.0 |
3.6-3.9 |
MSVC 2019 |
Bazel 3.7.2 |
| 13 |
tensorflow-2.5.0 |
3.6-3.9 |
MSVC 2019 |
Bazel 3.7.2 |
| 14 |
tensorflow-2.4.0 |
3.6-3.8 |
MSVC 2019 |
Bazel 3.1.0 |
| 15 |
tensorflow-2.3.0 |
3.5-3.8 |
MSVC 2019 |
Bazel 3.1.0 |
| 16 |
tensorflow-2.2.0 |
3.5-3.8 |
MSVC 2019 |
Bazel 2.0.0 |
| 17 |
tensorflow-2.1.0 |
3.5-3.7 |
MSVC 2019 |
Bazel 0.27.1-0.29.1 |
| 18 |
tensorflow-2.0.0 |
3.5-3.7 |
MSVC 2017 |
Bazel 0.26.1 |
| 19 |
tensorflow-1.15.0 |
3.5-3.7 |
MSVC 2017 |
Bazel 0.26.1 |
| 20 |
tensorflow-1.14.0 |
3.5-3.7 |
MSVC 2017 |
Bazel 0.24.1-0.25.2 |
| 21 |
tensorflow-1.13.0 |
3.5-3.7 |
MSVC 2015 update 3 |
Bazel 0.19.0-0.21.0 |
| 22 |
tensorflow-1.12.0 |
3.5-3.6 |
MSVC 2015 update 3 |
Bazel 0.15.0 |
| 23 |
tensorflow-1.11.0 |
3.5-3.6 |
MSVC 2015 update 3 |
Bazel 0.15.0 |
| 24 |
tensorflow-1.10.0 |
3.5-3.6 |
MSVC 2015 update 3 |
Cmake v3.6.3 |
| 25 |
tensorflow-1.9.0 |
3.5-3.6 |
MSVC 2015 update 3 |
Cmake v3.6.3 |
| 26 |
tensorflow-1.8.0 |
3.5-3.6 |
MSVC 2015 update 3 |
Cmake v3.6.3 |
| 27 |
tensorflow-1.7.0 |
3.5-3.6 |
MSVC 2015 update 3 |
Cmake v3.6.3 |
| 28 |
tensorflow-1.6.0 |
3.5-3.6 |
MSVC 2015 update 3 |
Cmake v3.6.3 |
| 29 |
tensorflow-1.5.0 |
3.5-3.6 |
MSVC 2015 update 3 |
Cmake v3.6.3 |
| 30 |
tensorflow-1.4.0 |
3.5-3.6 |
MSVC 2015 update 3 |
Cmake v3.6.3 |
| 31 |
tensorflow-1.3.0 |
3.5-3.6 |
MSVC 2015 update 3 |
Cmake v3.6.3 |
| 32 |
tensorflow-1.2.0 |
3.5-3.6 |
MSVC 2015 update 3 |
Cmake v3.6.3 |
| 33 |
tensorflow-1.1.0 |
3.5 |
MSVC 2015 update 3 |
Cmake v3.6.3 |
| 34 |
tensorflow-1.0.0 |
3.5 |
MSVC 2015 update 3 |
Cmake v3.6.3 |
GPU版本
| Index |
Version |
Python version |
Compiler |
Build tools |
cuDNN |
CUDA |
| 1 |
tensorflow_gpu-2.10.0 |
3.7-3.10 |
MSVC 2019 |
Bazel 5.1.1 |
8.1 |
11.2 |
| 2 |
tensorflow_gpu-2.9.0 |
3.7-3.10 |
MSVC 2019 |
Bazel 5.0.0 |
8.1 |
11.2 |
| 3 |
tensorflow_gpu-2.8.0 |
3.7-3.10 |
MSVC 2019 |
Bazel 4.2.1 |
8.1 |
11.2 |
| 4 |
tensorflow_gpu-2.7.0 |
3.7-3.9 |
MSVC 2019 |
Bazel 3.7.2 |
8.1 |
11.2 |
| 5 |
tensorflow_gpu-2.6.0 |
3.6-3.9 |
MSVC 2019 |
Bazel 3.7.2 |
8.1 |
11.2 |
| 6 |
tensorflow_gpu-2.5.0 |
3.6-3.9 |
MSVC 2019 |
Bazel 3.7.2 |
8.1 |
11.2 |
| 7 |
tensorflow_gpu-2.4.0 |
3.6-3.8 |
MSVC 2019 |
Bazel 3.1.0 |
8 |
11 |
| 8 |
tensorflow_gpu-2.3.0 |
3.5-3.8 |
MSVC 2019 |
Bazel 3.1.0 |
7.6 |
10.1 |
| 9 |
tensorflow_gpu-2.2.0 |
3.5-3.8 |
MSVC 2019 |
Bazel 2.0.0 |
7.6 |
10.1 |
| 10 |
tensorflow_gpu-2.1.0 |
3.5-3.7 |
MSVC 2019 |
Bazel 0.27.1-0.29.1 |
7.6 |
10.1 |
| 11 |
tensorflow_gpu-2.0.0 |
3.5-3.7 |
MSVC 2017 |
Bazel 0.26.1 |
7.4 |
10 |
| 12 |
tensorflow_gpu-1.15.0 |
3.5-3.7 |
MSVC 2017 |
Bazel 0.26.1 |
7.4 |
10 |
| 13 |
tensorflow_gpu-1.14.0 |
3.5-3.7 |
MSVC 2017 |
Bazel 0.24.1-0.25.2 |
7.4 |
10 |
| 14 |
tensorflow_gpu-1.13.0 |
3.5-3.7 |
MSVC 2015 update 3 |
Bazel 0.19.0-0.21.0 |
7.4 |
10 |
| 15 |
tensorflow_gpu-1.12.0 |
3.5-3.6 |
MSVC 2015 update 3 |
Bazel 0.15.0 |
7.2 |
9 |
| 16 |
tensorflow_gpu-1.11.0 |
3.5-3.6 |
MSVC 2015 update 3 |
Bazel 0.15.0 |
7 |
9 |
| 17 |
tensorflow_gpu-1.10.0 |
3.5-3.6 |
MSVC 2015 update 3 |
Cmake v3.6.3 |
7 |
9 |
| 18 |
tensorflow_gpu-1.9.0 |
3.5-3.6 |
MSVC 2015 update 3 |
Cmake v3.6.3 |
7 |
9 |
| 19 |
tensorflow_gpu-1.8.0 |
3.5-3.6 |
MSVC 2015 update 3 |
Cmake v3.6.3 |
7 |
9 |
| 20 |
tensorflow_gpu-1.7.0 |
3.5-3.6 |
MSVC 2015 update 3 |
Cmake v3.6.3 |
7 |
9 |
| 21 |
tensorflow_gpu-1.6.0 |
3.5-3.6 |
MSVC 2015 update 3 |
Cmake v3.6.3 |
7 |
9 |
| 22 |
tensorflow_gpu-1.5.0 |
3.5-3.6 |
MSVC 2015 update 3 |
Cmake v3.6.3 |
7 |
9 |
| 23 |
tensorflow_gpu-1.4.0 |
3.5-3.6 |
MSVC 2015 update 3 |
Cmake v3.6.3 |
6 |
8 |
| 24 |
tensorflow_gpu-1.3.0 |
3.5-3.6 |
MSVC 2015 update 3 |
Cmake v3.6.3 |
6 |
8 |
| 25 |
tensorflow_gpu-1.2.0 |
3.5-3.6 |
MSVC 2015 update 3 |
Cmake v3.6.3 |
5.1 |
8 |
| 26 |
tensorflow_gpu-1.1.0 |
3.5 |
MSVC 2015 update 3 |
Cmake v3.6.3 |
5.1 |
8 |
| 27 |
tensorflow_gpu-1.0.0 |
3.5 |
MSVC 2015 update 3 |
Cmake v3.6.3 |
5.1 |
8 |
作者：python阿远
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