Tensorflow 1.8 with CUDA 9.2

[XuYunqiu]

Have you compiled Tensorflow 1.8 with CUDA 9.2?

[fo40225]

I will use CUDA 9.2 to build tensorflow-gpu 1.9.0.

[elranu]

yes and the last cudnn drivers are Download cuDNN v7.1.4 (May 16, 2018), for CUDA 9.2. Please do it with those. Because I cannot find a download link cuDNN v7.1.3

also with avx2 support would be great :)

Thanks for your work!

[fo40225]

cuDNN 7.1.3 for CUDA 9.1 Windows 10

cudnn-9.1-windows10-x64-v7.1.zip

SHA1: 914006C6407256408EE9C18D6115FDA1209C2F0B

Google Drive

百度盤

[fo40225]

I have rebuild the tensorflow-gpu 1.8.0 with CUDA 9.2& cuDNN 7.1.4.

https://github.com/fo40225/tensorflow-windows-wheel/tree/master/1.8.0/py36/GPU/cuda92cudnn71sse2

try it.

[elranu]

@fo40225 thanks for the last version of cuda 9.2. It works to me much better that the 9.1.

Can you compile me the version with avx support? I think it will work even better ;)

Thanks for your work! I really appreciate it :)

[fo40225]

Tensorflow team has planed to use CUDA 9.2 to build 1.9.0, it will contain AVX support.

[LSinev]

Offtopic: CUDA 9.1 + AVX (not AVX2) to build 1.8.0 maybe?

[fo40225]

Nvidia didn't provide cuDNN 7.1.x for CUDA 9.1, maybe cuda 9.1 is deprecated.

[gaohongfein]

Have you compiled Tensorflow 1.8 with CUDA 9.2 in Linux for example ubuntu？

[fo40225]

@gaohongfein No, you can ask others who maintains custom Linux build for help.

https://github.com/mind/wheels
https://github.com/lakshayg/tensorflow-build
https://github.com/yaroslavvb/tensorflow-community-wheels/issues

[gaohongfein]

Thank you very much

[mtianyan]

@gaohongfein I build the cuda9.2 for TensorFlow1.8.0(python3.6)on ubuntu18.04。
https://github.com/mtianyan/tensorflow-linux-wheel

[sleeplessai]

@fo40225
Ask something about cuda92cudnn71sse2 wheel. Is there AVX2 support on it?
// And thanks a lot for compiling these packages, later i would try c++ lib.

[yanhaiming56]

CMake Error at CMakeLists.txt:322 (message):
Selected compiler (or version) is not supported for CUDA
I use win10+vs2017+cuda9.2+cudnn7.1 compile tensorflow1.8. When I use cmake generate the file, it get the error.How can I resolve?

[fo40225]

@yanhaiming56 You have two options to solve that:

• edit C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v9.2\include\crt\host_config.h Line 131:

from

#if _MSC_VER < 1600 || _MSC_VER > 1913

to

#if _MSC_VER < 1600

OR

• install vs2017 15.6 from https://docs.microsoft.com/en-us/visualstudio/productinfo/installing-an-earlier-release-of-vs2017

[tgbamg]

Is this wheel(Tensorflow 1.8 with CUDA 9.2)support python2.7?
And where should I find a CUDA9.2 wheel which support python2.7?

[fo40225]

@tgbamg Uploaded.

https://github.com/fo40225/tensorflow-windows-wheel/tree/master/1.8.0/py27/GPU/cuda92cudnn71sse2

[jlar0che]

I want to second @elranu and give massive props to @fo40225 for compiling the whl file with Cuda 9.2, CuDNN 7.14 and Python 3.6 support in Windows. Your whl file worked like a charm (see my installation environment and hardware details below).

Would you be able to compile a version with AVX support? If so, you would quickly earn yourself the title of "God Status" ;)

Thanks so much for your work - we all appreciate it!

My specs that worked with the WHL:

• Windows 10 64bit (all latest Windows updates installed)
• Python 3.6.3 (64bit) [NOTE: I'm just using simple virtual environments with virtualenv v16.0.0 & virtualenvwrapper-win v1.2.5 - NOT Anaconda]
• Visual Studio Community 2017
• CUDA Toolkit 9.2.148 (for Windows 10)
• CuDNN 7.1.4 (for Cuda 9.2)
• fo40225's compiled WHL: tensorflow_gpu-1.8.0-cp36-cp36m-win_amd64.whl
• NVIDIA GeForce GTX 1050 Ti with 4gb Ram, NVIDIA Driver version 398.36

[RobMcH]

@fo40225 Will you build tensorflow-gpu with CUDA 10 support?

[fo40225]

I will use CUDA 10 to build tensorflow-gpu 1.11 for python 3.6 x64.

[bluecd]

I will use CUDA 10 to build tensorflow-gpu 1.11 for python 3.6 x64.

Did you succeed w/above?

[fo40225]

I will use CUDA 10 to build tensorflow-gpu 1.11 for python 3.6 x64.

Did you succeed w/above?

@bluecd Yes.

https://github.com/fo40225/tensorflow-windows-wheel/tree/master/1.11.0/py36/GPU