Python与Tensorflow版本兼容性及GPU中CUDA和cuDNN版本对应关系解析

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