Tensorflow对应Python、CUDA、cuDNN版本(2020.8)

最新推荐文章于 2025-04-21 17:21:22 发布

转载最新推荐文章于 2025-04-21 17:21:22 发布

· 6.1k 阅读

17 ·

版权

原文链接：https://github.com/fo40225/tensorflow-windows-wheel/blob/master/README.md

文章标签：

#tensorflow #cuda

Tensorflow对应Python、CUDA、cuDNN版本

Path	Compiler	CUDA/cuDNN	SIMD	Notes
2.3.0\py38\CPU+GPU\cuda110cudnn8sse2	VS2019 16.6	11.0.2_451.48/8.0.2.39	x86_64	Python 3.8/compute_35
2.3.0\py38\CPU+GPU\cuda110cudnn8avx2	VS2019 16.6	11.0.2_451.48/8.0.2.39	AVX2	Python 3.8/compute_35,sm_50,sm_52,sm_61,sm_70,compute_75
2.2.0\py37\CPU+GPU\cuda102cudnn76sse2	VS2019 16.5	10.2.89_441.22/7.6.5.32	x86_64	Python 3.7/Compute 3.0
2.2.0\py37\CPU+GPU\cuda102cudnn76avx2	VS2019 16.5	10.2.89_441.22/7.6.5.32	AVX2	Python 3.7/Compute 3.0,3.5,5.0,5.2,6.1,7.0,7.5
2.1.0\py37\CPU+GPU\cuda102cudnn76sse2	VS2019 16.4	10.2.89_441.22/7.6.5.32	x86_64	Python 3.7/Compute 3.0
2.1.0\py37\CPU+GPU\cuda102cudnn76avx2	VS2019 16.4	10.2.89_441.22/7.6.5.32	AVX2	Python 3.7/Compute 3.0,3.5,5.0,5.2,6.1,7.0,7.5
2.0.0\py37\CPU\sse2	VS2019 16.3	No	x86_64	Python 3.7
2.0.0\py37\CPU\avx2	VS2019 16.3	No	AVX2	Python 3.7
2.0.0\py37\GPU\cuda101cudnn76sse2	VS2019 16.3	10.1.243_426.00/7.6.4.38	x86_64	Python 3.7/Compute 3.0
2.0.0\py37\GPU\cuda101cudnn76avx2	VS2019 16.3	10.1.243_426.00/7.6.4.38	AVX2	Python 3.7/Compute 3.0,3.5,5.0,5.2,6.1,7.0,7.5
1.15.0\py37\CPU+GPU\cuda101cudnn76sse2	VS2019 16.3	10.1.243_426.00/7.6.4.38	x86_64	Python 3.7/Compute 3.0
1.15.0\py37\CPU+GPU\cuda101cudnn76avx2	VS2019 16.3	10.1.243_426.00/7.6.4.38	AVX2	Python 3.7/Compute 3.0,3.5,5.0,5.2,6.1,7.0,7.5
1.14.0\py37\CPU\sse2	VS2019 16.1	No	x86_64	Python 3.7
1.14.0\py37\CPU\avx2	VS2019 16.1	No	AVX2	Python 3.7
1.14.0\py37\GPU\cuda101cudnn76sse2	VS2019 16.1	10.1.168_425.25/7.6.0.64	x86_64	Python 3.7/Compute 3.0
1.14.0\py37\GPU\cuda101cudnn76avx2	VS2019 16.1	10.1.168_425.25/7.6.0.64	AVX2	Python 3.7/Compute 3.0,3.5,5.0,5.2,6.1,7.0,7.5
1.13.1\py37\CPU\sse2	VS2017 15.9	No	x86_64	Python 3.7
1.13.1\py37\CPU\avx2	VS2017 15.9	No	AVX2	Python 3.7
1.13.1\py37\GPU\cuda101cudnn75sse2	VS2017 15.9	10.1.105_418.96/7.5.0.56	x86_64	Python 3.7/Compute 3.0
1.13.1\py37\GPU\cuda101cudnn75avx2	VS2017 15.9	10.1.105_418.96/7.5.0.56	AVX2	Python 3.7/Compute 3.0,3.5,5.0,5.2,6.1,7.0,7.5
1.12.0\py36\CPU\sse2	VS2017 15.8	No	x86_64	Python 3.6
1.12.0\py36\CPU\avx2	VS2017 15.8	No	AVX2	Python 3.6
1.12.0\py36\GPU\cuda100cudnn73sse2	VS2017 15.8	10.0.130_411.31/7.3.1.20	x86_64	Python 3.6/Compute 3.0
1.12.0\py36\GPU\cuda100cudnn73avx2	VS2017 15.8	10.0.130_411.31/7.3.1.20	AVX2	Python 3.6/Compute 3.0,3.5,5.0,5.2,6.1,7.0,7.5
1.12.0\py37\CPU\sse2	VS2017 15.8	No	x86_64	Python 3.7
1.12.0\py37\CPU\avx2	VS2017 15.8	No	AVX2	Python 3.7
1.12.0\py37\GPU\cuda100cudnn73sse2	VS2017 15.8	10.0.130_411.31/7.3.1.20	x86_64	Python 3.7/Compute 3.0
1.12.0\py37\GPU\cuda100cudnn73avx2	VS2017 15.8	10.0.130_411.31/7.3.1.20	AVX2	Python 3.7/Compute 3.0,3.5,5.0,5.2,6.1,7.0,7.5
1.11.0\py36\CPU\sse2	VS2017 15.8	No	x86_64	Python 3.6
1.11.0\py36\CPU\avx2	VS2017 15.8	No	AVX2	Python 3.6
1.11.0\py36\GPU\cuda100cudnn73sse2	VS2017 15.8	10.0.130_411.31/7.3.0.29	x86_64	Python 3.6/Compute 3.0
1.11.0\py36\GPU\cuda100cudnn73avx2	VS2017 15.8	10.0.130_411.31/7.3.0.29	AVX2	Python 3.6/Compute 3.0,3.5,5.0,5.2,6.1,7.0,7.5
1.11.0\py37\CPU\sse2	VS2017 15.8	No	x86_64	Python 3.7
1.11.0\py37\CPU\avx2	VS2017 15.8	No	AVX2	Python 3.7
1.11.0\py37\GPU\cuda100cudnn73sse2	VS2017 15.8	10.0.130_411.31/7.3.0.29	x86_64	Python 3.7/Compute 3.0
1.11.0\py37\GPU\cuda100cudnn73avx2	VS2017 15.8	10.0.130_411.31/7.3.0.29	AVX2	Python 3.7/Compute 3.0,3.5,5.0,5.2,6.1,7.0,7.5
1.10.0\py36\CPU\sse2	VS2017 15.8	No	x86_64	Python 3.6
1.10.0\py36\CPU\avx2	VS2017 15.8	No	AVX2	Python 3.6
1.10.0\py36\GPU\cuda92cudnn72sse2	VS2017 15.8	9.2.148.1/7.2.1.38	x86_64	Python 3.6/Compute 3.0
1.10.0\py36\GPU\cuda92cudnn72avx2	VS2017 15.8	9.2.148.1/7.2.1.38	AVX2	Python 3.6/Compute 3.0,3.5,5.0,5.2,6.1,7.0
1.10.0\py27\CPU\sse2	VS2017 15.8	No	x86_64	Python 2.7
1.10.0\py27\CPU\avx2	VS2017 15.8	No	AVX2	Python 2.7
1.10.0\py27\GPU\cuda92cudnn72sse2	VS2017 15.8	9.2.148.1/7.2.1.38	x86_64	Python 2.7/Compute 3.0
1.10.0\py27\GPU\cuda92cudnn72avx2	VS2017 15.8	9.2.148.1/7.2.1.38	AVX2	Python 2.7/Compute 3.0,3.5,5.0,5.2,6.1,7.0
1.9.0\py36\CPU\sse2	VS2017 15.7	No	x86_64	Python 3.6
1.9.0\py36\CPU\avx2	VS2017 15.7	No	AVX2	Python 3.6
1.9.0\py36\GPU\cuda92cudnn71sse2	VS2017 15.7	9.2.148/7.1.4	x86_64	Python 3.6/Compute 3.0
1.9.0\py36\GPU\cuda92cudnn71avx2	VS2017 15.7	9.2.148/7.1.4	AVX2	Python 3.6/Compute 3.0,3.5,5.0,5.2,6.1,7.0
1.9.0\py27\CPU\sse2	VS2017 15.7	No	x86_64	Python 2.7
1.9.0\py27\CPU\avx2	VS2017 15.7	No	AVX2	Python 2.7
1.9.0\py27\GPU\cuda92cudnn71sse2	VS2017 15.7	9.2.148/7.1.4	x86_64	Python 2.7/Compute 3.0
1.9.0\py27\GPU\cuda92cudnn71avx2	VS2017 15.7	9.2.148/7.1.4	AVX2	Python 2.7/Compute 3.0,3.5,5.0,5.2,6.1,7.0
1.8.0\py36\CPU\sse2	VS2017 15.4	No	x86_64	Python 3.6
1.8.0\py36\CPU\avx2	VS2017 15.4	No	AVX2	Python 3.6
1.8.0\py36\GPU\cuda91cudnn71sse2	VS2017 15.4	9.1.85.3/7.1.3	x86_64	Python 3.6/Compute 3.0
1.8.0\py36\GPU\cuda91cudnn71avx2	VS2017 15.4	9.1.85.3/7.1.3	AVX2	Python 3.6/Compute 3.0,3.5,5.0,5.2,6.1,7.0
1.8.0\py27\CPU\sse2	VS2017 15.4	No	x86_64	Python 2.7
1.8.0\py27\CPU\avx2	VS2017 15.4	No	AVX2	Python 2.7
1.8.0\py27\GPU\cuda91cudnn71sse2	VS2017 15.4	9.1.85.3/7.1.3	x86_64	Python 2.7/Compute 3.0
1.8.0\py27\GPU\cuda91cudnn71avx2	VS2017 15.4	9.1.85.3/7.1.3	AVX2	Python 2.7/Compute 3.0,3.5,5.0,5.2,6.1,7.0
1.7.0\py36\CPU\sse2	VS2017 15.4	No	x86_64	Python 3.6
1.7.0\py36\CPU\avx2	VS2017 15.4	No	AVX2	Python 3.6
1.7.0\py36\GPU\cuda91cudnn71sse2	VS2017 15.4	9.1.85.3/7.1.2	x86_64	Python 3.6/Compute 3.0
1.7.0\py36\GPU\cuda91cudnn71avx2	VS2017 15.4	9.1.85.3/7.1.2	AVX2	Python 3.6/Compute 3.0,3.5,5.0,5.2,6.1,7.0
1.7.0\py27\CPU\sse2	VS2017 15.4	No	x86_64	Python 2.7
1.7.0\py27\CPU\avx2	VS2017 15.4	No	AVX2	Python 2.7
1.7.0\py27\GPU\cuda91cudnn71sse2	VS2017 15.4	9.1.85.3/7.1.2	x86_64	Python 2.7/Compute 3.0
1.7.0\py27\GPU\cuda91cudnn71avx2	VS2017 15.4	9.1.85.3/7.1.2	AVX2	Python 2.7/Compute 3.0,3.5,5.0,5.2,6.1,7.0
1.6.0\py36\CPU\sse2	VS2017 15.4	No	x86_64	Python 3.6
1.6.0\py36\CPU\avx2	VS2017 15.4	No	AVX2	Python 3.6
1.6.0\py36\GPU\cuda91cudnn71sse2	VS2017 15.4	9.1.85.3/7.1.1	x86_64	Python 3.6/Compute 3.0
1.6.0\py36\GPU\cuda91cudnn71avx2	VS2017 15.4	9.1.85.3/7.1.1	AVX2	Python 3.6/Compute 3.0,3.5,5.0,5.2,6.1,7.0
1.6.0\py27\CPU\sse2	VS2017 15.4	No	x86_64	Python 2.7
1.6.0\py27\CPU\avx2	VS2017 15.4	No	AVX2	Python 2.7
1.6.0\py27\GPU\cuda91cudnn71sse2	VS2017 15.4	9.1.85.2/7.1.1	x86_64	Python 2.7/Compute 3.0
1.6.0\py27\GPU\cuda91cudnn71avx2	VS2017 15.4	9.1.85.2/7.1.1	AVX2	Python 2.7/Compute 3.0,3.5,5.0,5.2,6.1,7.0
1.5.0\py36\CPU\avx	VS2017 15.4	No	AVX	Python 3.6
1.5.0\py36\CPU\avx2	VS2017 15.4	No	AVX2	Python 3.6
1.5.0\py36\GPU\cuda91cudnn7avx2	VS2017 15.4	9.1.85/7.0.5	AVX2	Python 3.6/Compute 3.0,3.5,5.0,5.2,6.1,7.0
1.5.0\py27\CPU\sse2	VS2017 15.4	No	x86_64	Python 2.7
1.5.0\py27\CPU\avx	VS2017 15.4	No	AVX	Python 2.7
1.5.0\py27\CPU\avx2	VS2017 15.4	No	AVX2	Python 2.7
1.5.0\py27\GPU\cuda91cudnn7sse2	VS2017 15.4	9.1.85/7.0.5	x86_64	Python 2.7/Compute 3.0
1.5.0\py27\GPU\cuda91cudnn7avx2	VS2017 15.4	9.1.85/7.0.5	AVX2	Python 2.7/Compute 3.0,3.5,5.0,5.2,6.1,7.0
1.4.0\py36\CPU\avx	VS2017 15.4	No	AVX	Python 3.6
1.4.0\py36\CPU\avx2	VS2017 15.4	No	AVX2	Python 3.6
1.4.0\py36\GPU\cuda91cudnn7avx2	VS2017 15.4	9.1.85/7.0.5	AVX2	Python 3.6/Compute 3.0,3.5,5.0,5.2,6.1,7.0
1.3.0\py36\CPU\avx	VS2015 Update 3	No	AVX	Python 3.6
1.3.0\py36\CPU\avx2	VS2015 Update 3	No	AVX2	Python 3.6
1.3.0\py36\GPU\cuda8cudnn6avx2	VS2015 Update 3	8.0.61.2/6.0.21	AVX2	Python 3.6/Compute 3.0,3.5,5.0,5.2,6.1
1.2.1\py36\CPU\avx	VS2015 Update 3	No	AVX	Python 3.6
1.2.1\py36\CPU\avx2	VS2015 Update 3	No	AVX2	Python 3.6
1.2.1\py36\GPU\cuda8cudnn6avx2	VS2015 Update 3	8.0.61.2/6.0.21	AVX2	Python 3.6/Compute 3.0,3.5,5.0,5.2,6.1
1.1.0\py36\CPU\avx	VS2015 Update 3	No	AVX	Python 3.6
1.1.0\py36\CPU\avx2	VS2015 Update 3	No	AVX2	Python 3.6
1.1.0\py36\GPU\cuda8cudnn6avx2	VS2015 Update 3	8.0.61.2/6.0.21	AVX2	Python 3.6/Compute 3.0,3.5,5.0,5.2,6.1
1.0.0\py36\CPU\sse2	VS2015 Update 3	No	x86_64	Python 3.6
1.0.0\py36\CPU\avx	VS2015 Update 3	No	AVX	Python 3.6
1.0.0\py36\CPU\avx2	VS2015 Update 3	No	AVX2	Python 3.6
1.0.0\py36\GPU\cuda8cudnn51sse2	VS2015 Update 3	8.0.61.2/5.1.10	x86_64	Python 3.6/Compute 3.0
1.0.0\py36\GPU\cuda8cudnn51avx2	VS2015 Update 3	8.0.61.2/5.1.10	AVX2	Python 3.6/Compute 3.0,3.5,5.0,5.2,6.1
0.12.0\py35\CPU\avx	VS2015 Update 3	No	AVX	Python 3.5
0.12.0\py35\CPU\avx2	VS2015 Update 3	No	AVX2	Python 3.5
0.12.0\py35\GPU\cuda8cudnn51avx2	VS2015 Update 3	8.0.61.2/5.1.10	AVX2	Python 3.5/Compute 3.0,3.5,5.0,5.2,6.1