[环境配置][原创]pytorch torchvision tensorflow cuda python对应表-20240410

原创

futureflsl 2024-10-24 12:28:29 博主文章分类：环境配置 ©著作权

文章标签 tensorflow python pytorch xcode Python 文章分类 Python 后端开发

©著作权归作者所有：来自51CTO博客作者futureflsl的原创作品，请联系作者获取转载授权，否则将追究法律责任

pytorch版本	torchvision版本	cuda版本	python版本	备注
0.4.0	0.2.2	Cuda8.0/9.0/9.1	[3.5,3.7]
0.4.1	0.2.2	Cuda8.0/9.0/9.2	[3.5,3.7]
1.0.0	0.2.1	Cuda8.0/9.0/10.0	[3.5,3.7]
1.0.1	0.2.2	Cuda9.0/10.0	[3.5,3.7]
1.1.0	0.3.0	Cuda9.0/10.0	[3.5,3.7]
1.2.0	0.4.0	Cuda9.2/10.0	[3.5,3.7]
1.3.0	0.4.1	Cuda9.2/10.0/10.1	[2.7,3.7]
1.3.1	0.4.2	Cuda9.2/10.0/10.1	[2.7,3.7]
1.4.0	0.5.0	Cuda9.2/10.1	[3.5,3.8]
1.5.0	0.6.0	Cuda9.2/10.1/10.2	[3.5,3.8]
1.5.1	0.6.1	Cuda9.2/10.1/10.2	[3.5,3.8]
1.6.0	0.7.0	Cuda9.2/10.1/10.2	[3.5,3.8]
1.7.0	0.8.1	Cuda10.1/10.2/11.0	[3.6-3.8]
1.7.1	0.8.2	Cuda10.1/10.2/11.0	[3.6,3.9]
1.8.0	0.9.0	Cuda10.1/10.2/11.1	[3.6,3.9]
1.8.1	0.9.1	Cuda10.1/10.2/11.1	[3.6,3.9]
1.9.0	0.10.0	Cuda10.2/11.1	[3.6,3.9]
1.9.1	0.10.1	Cuda10.2/11.1	[3.6,3.9]
1.10.0	0.11.1	Cuda10.2/11.1/11.3	[3.6,3.9]
1.10.1	0.11.2	Cuda10.2/11.1/11.3	[3.6,3.9]
1.10.2	0.11.3	Cuda10.2/11.1/11.3	[3.6,3.9]
1.11.0	0.12.0	Cuda10.2/11.3/11.5	[3.7,3.10]
1.12.0	0.13.0	cuda10.2/11.3/11.6	[3.7,3.10]
1.13.0	0.14.0	cuda11.6/11.7	[3.7,3.11]
1.13.1	0.14.1	cuda11.6/11.7	[3.7,3.11]
2.0.0	0.15.0	cuda11.7/11.8	[3.8,3.11]
2.0.1	0.15.2	cuda11.7/11.8	[3.8,3.11]
2.1.0	0.16.0	cuda11.8/12.1	[3.8,3.11]
2.1.1	0.16.1	cuda11.8/12.1	[3.8,3.11]
2.1.2	0.16.2	cuda11.8/12.1	[3.8,3.11]
2.2.0	0.17.0	cuda11.8/12.1	[3.8,3.12]
2.2.1	0.17.1	cuda11.8/12.1	[3.8,3.12]
2.2.2	0.17.2	cuda11.8/12.1	[3.8,3.12]
2.3.0	0.18.0	cuda11.8/12.1	[3.8,3.12]

Tensorflow与cuda对应版本

Linux

CPU

Version	Python version	Compiler	Build tools
tensorflow-2.14.0	3.9-3.11	Clang 16.0.0	Bazel 6.1.0
tensorflow-2.13.0	3.8-3.11	Clang 16.0.0	Bazel 5.3.0
tensorflow-2.12.0	3.8-3.11	GCC 9.3.1	Bazel 5.3.0
tensorflow-2.11.0	3.7-3.10	GCC 9.3.1	Bazel 5.3.0
tensorflow-2.10.0	3.7-3.10	GCC 9.3.1	Bazel 5.1.1
tensorflow-2.9.0	3.7-3.10	GCC 9.3.1	Bazel 5.0.0
tensorflow-2.8.0	3.7-3.10	GCC 7.3.1	Bazel 4.2.1
tensorflow-2.7.0	3.7-3.9	GCC 7.3.1	Bazel 3.7.2
tensorflow-2.6.0	3.6-3.9	GCC 7.3.1	Bazel 3.7.2
tensorflow-2.5.0	3.6-3.9	GCC 7.3.1	Bazel 3.7.2
tensorflow-2.4.0	3.6-3.8	GCC 7.3.1	Bazel 3.1.0
tensorflow-2.3.0	3.5-3.8	GCC 7.3.1	Bazel 3.1.0
tensorflow-2.2.0	3.5-3.8	GCC 7.3.1	Bazel 2.0.0
tensorflow-2.1.0	2.7, 3.5-3.7	GCC 7.3.1	Bazel 0.27.1
tensorflow-2.0.0	2.7, 3.3-3.7	GCC 7.3.1	Bazel 0.26.1
tensorflow-1.15.0	2.7, 3.3-3.7	GCC 7.3.1	Bazel 0.26.1
tensorflow-1.14.0	2.7, 3.3-3.7	GCC 4.8	Bazel 0.24.1
tensorflow-1.13.1	2.7, 3.3-3.7	GCC 4.8	Bazel 0.19.2
tensorflow-1.12.0	2.7, 3.3-3.6	GCC 4.8	Bazel 0.15.0
tensorflow-1.11.0	2.7, 3.3-3.6	GCC 4.8	Bazel 0.15.0
tensorflow-1.10.0	2.7, 3.3-3.6	GCC 4.8	Bazel 0.15.0
tensorflow-1.9.0	2.7, 3.3-3.6	GCC 4.8	Bazel 0.11.0
tensorflow-1.8.0	2.7, 3.3-3.6	GCC 4.8	Bazel 0.10.0
tensorflow-1.7.0	2.7, 3.3-3.6	GCC 4.8	Bazel 0.10.0
tensorflow-1.6.0	2.7, 3.3-3.6	GCC 4.8	Bazel 0.9.0
tensorflow-1.5.0	2.7, 3.3-3.6	GCC 4.8	Bazel 0.8.0
tensorflow-1.4.0	2.7, 3.3-3.6	GCC 4.8	Bazel 0.5.4
tensorflow-1.3.0	2.7, 3.3-3.6	GCC 4.8	Bazel 0.4.5
tensorflow-1.2.0	2.7, 3.3-3.6	GCC 4.8	Bazel 0.4.5
tensorflow-1.1.0	2.7, 3.3-3.6	GCC 4.8	Bazel 0.4.2
tensorflow-1.0.0	2.7, 3.3-3.6	GCC 4.8	Bazel 0.4.2

GPU

Version	Python version	Compiler	Build tools	cuDNN	CUDA
tensorflow-2.14.0	3.9-3.11	Clang 16.0.0	Bazel 6.1.0	8.7	11.8
tensorflow-2.13.0	3.8-3.11	Clang 16.0.0	Bazel 5.3.0	8.6	11.8
tensorflow-2.12.0	3.8-3.11	GCC 9.3.1	Bazel 5.3.0	8.6	11.8
tensorflow-2.11.0	3.7-3.10	GCC 9.3.1	Bazel 5.3.0	8.1	11.2
tensorflow-2.10.0	3.7-3.10	GCC 9.3.1	Bazel 5.1.1	8.1	11.2
tensorflow-2.9.0	3.7-3.10	GCC 9.3.1	Bazel 5.0.0	8.1	11.2
tensorflow-2.8.0	3.7-3.10	GCC 7.3.1	Bazel 4.2.1	8.1	11.2
tensorflow-2.7.0	3.7-3.9	GCC 7.3.1	Bazel 3.7.2	8.1	11.2
tensorflow-2.6.0	3.6-3.9	GCC 7.3.1	Bazel 3.7.2	8.1	11.2
tensorflow-2.5.0	3.6-3.9	GCC 7.3.1	Bazel 3.7.2	8.1	11.2
tensorflow-2.4.0	3.6-3.8	GCC 7.3.1	Bazel 3.1.0	8.0	11.0
tensorflow-2.3.0	3.5-3.8	GCC 7.3.1	Bazel 3.1.0	7.6	10.1
tensorflow-2.2.0	3.5-3.8	GCC 7.3.1	Bazel 2.0.0	7.6	10.1
tensorflow-2.1.0	2.7, 3.5-3.7	GCC 7.3.1	Bazel 0.27.1	7.6	10.1
tensorflow-2.0.0	2.7, 3.3-3.7	GCC 7.3.1	Bazel 0.26.1	7.4	10.0
tensorflow_gpu-1.15.0	2.7, 3.3-3.7	GCC 7.3.1	Bazel 0.26.1	7.4	10.0
tensorflow_gpu-1.14.0	2.7, 3.3-3.7	GCC 4.8	Bazel 0.24.1	7.4	10.0
tensorflow_gpu-1.13.1	2.7, 3.3-3.7	GCC 4.8	Bazel 0.19.2	7.4	10.0
tensorflow_gpu-1.12.0	2.7, 3.3-3.6	GCC 4.8	Bazel 0.15.0	7	9
tensorflow_gpu-1.11.0	2.7, 3.3-3.6	GCC 4.8	Bazel 0.15.0	7	9
tensorflow_gpu-1.10.0	2.7, 3.3-3.6	GCC 4.8	Bazel 0.15.0	7	9
tensorflow_gpu-1.9.0	2.7, 3.3-3.6	GCC 4.8	Bazel 0.11.0	7	9
tensorflow_gpu-1.8.0	2.7, 3.3-3.6	GCC 4.8	Bazel 0.10.0	7	9
tensorflow_gpu-1.7.0	2.7, 3.3-3.6	GCC 4.8	Bazel 0.9.0	7	9
tensorflow_gpu-1.6.0	2.7, 3.3-3.6	GCC 4.8	Bazel 0.9.0	7	9
tensorflow_gpu-1.5.0	2.7, 3.3-3.6	GCC 4.8	Bazel 0.8.0	7	9
tensorflow_gpu-1.4.0	2.7, 3.3-3.6	GCC 4.8	Bazel 0.5.4	6	8
tensorflow_gpu-1.3.0	2.7, 3.3-3.6	GCC 4.8	Bazel 0.4.5	6	8
tensorflow_gpu-1.2.0	2.7, 3.3-3.6	GCC 4.8	Bazel 0.4.5	5.1	8
tensorflow_gpu-1.1.0	2.7, 3.3-3.6	GCC 4.8	Bazel 0.4.2	5.1	8
tensorflow_gpu-1.0.0	2.7, 3.3-3.6	GCC 4.8	Bazel 0.4.2	5.1	8

macOS

CPU

Version	Python version	Compiler	Build tools
tensorflow-2.14.0	3.9-3.11	Clang from xcode 10.15	Bazel 6.1.0
tensorflow-2.13.0	3.8-3.11	Clang from xcode 10.15	Bazel 5.3.0
tensorflow-2.12.0	3.8-3.11	Clang from xcode 10.15	Bazel 5.3.0
tensorflow-2.11.0	3.7-3.10	Clang from xcode 10.14	Bazel 5.3.0
tensorflow-2.10.0	3.7-3.10	Clang from xcode 10.14	Bazel 5.1.1
tensorflow-2.9.0	3.7-3.10	Clang from xcode 10.14	Bazel 5.0.0
tensorflow-2.8.0	3.7-3.10	Clang from xcode 10.14	Bazel 4.2.1
tensorflow-2.7.0	3.7-3.9	Clang from xcode 10.11	Bazel 3.7.2
tensorflow-2.6.0	3.6-3.9	Clang from xcode 10.11	Bazel 3.7.2
tensorflow-2.5.0	3.6-3.9	Clang from xcode 10.11	Bazel 3.7.2
tensorflow-2.4.0	3.6-3.8	Clang from xcode 10.3	Bazel 3.1.0
tensorflow-2.3.0	3.5-3.8	Clang from xcode 10.1	Bazel 3.1.0
tensorflow-2.2.0	3.5-3.8	Clang from xcode 10.1	Bazel 2.0.0
tensorflow-2.1.0	2.7, 3.5-3.7	Clang from xcode 10.1	Bazel 0.27.1
tensorflow-2.0.0	2.7, 3.5-3.7	Clang from xcode 10.1	Bazel 0.27.1
tensorflow-2.0.0	2.7, 3.3-3.7	Clang from xcode 10.1	Bazel 0.26.1
tensorflow-1.15.0	2.7, 3.3-3.7	Clang from xcode 10.1	Bazel 0.26.1
tensorflow-1.14.0	2.7, 3.3-3.7	Clang from xcode	Bazel 0.24.1
tensorflow-1.13.1	2.7, 3.3-3.7	Clang from xcode	Bazel 0.19.2
tensorflow-1.12.0	2.7, 3.3-3.6	Clang from xcode	Bazel 0.15.0
tensorflow-1.11.0	2.7, 3.3-3.6	Clang from xcode	Bazel 0.15.0
tensorflow-1.10.0	2.7, 3.3-3.6	Clang from xcode	Bazel 0.15.0
tensorflow-1.9.0	2.7, 3.3-3.6	Clang from xcode	Bazel 0.11.0
tensorflow-1.8.0	2.7, 3.3-3.6	Clang from xcode	Bazel 0.10.1
tensorflow-1.7.0	2.7, 3.3-3.6	Clang from xcode	Bazel 0.10.1
tensorflow-1.6.0	2.7, 3.3-3.6	Clang from xcode	Bazel 0.8.1
tensorflow-1.5.0	2.7, 3.3-3.6	Clang from xcode	Bazel 0.8.1
tensorflow-1.4.0	2.7, 3.3-3.6	Clang from xcode	Bazel 0.5.4
tensorflow-1.3.0	2.7, 3.3-3.6	Clang from xcode	Bazel 0.4.5
tensorflow-1.2.0	2.7, 3.3-3.6	Clang from xcode	Bazel 0.4.5
tensorflow-1.1.0	2.7, 3.3-3.6	Clang from xcode	Bazel 0.4.2
tensorflow-1.0.0	2.7, 3.3-3.6	Clang from xcode	Bazel 0.4.2

GPU

Version	Python version	Compiler	Build tools	cuDNN	CUDA
tensorflow_gpu-1.1.0	2.7, 3.3-3.6	Clang from xcode	Bazel 0.4.2	5.1	8
tensorflow_gpu-1.0.0	2.7, 3.3-3.6	Clang from xcode	Bazel 0.4.2	5.1	8