/ Machine Learning

Tensorflow prebuilt binary for Windows

Tensorflow prebuilt binary for Windows

tensorflow-windows-wheel

This repo contains all you need that work with tensorflow on windows.

  • Python 2.7 and 3.6 support

  • 64 bit and 32 bit Windows support

  • Legacy & low-end CPU (without AVX) support

    • If your CPU didn't support AVX instructions, you will get ImportError: DLL load failed: A dynamic link library (DLL) initialization routine failed. (Win 10) or ImportError: DLL load failed with error code -1073741795 (Win 7) when using tensorflow official release 1.6.0 and up (pip install tensorflow)
    • You can use pip install *.whl which file download from sse2 folder instead of using official AVX binary.
  • Legacy GPU (compute capability 3.0 up) support

    • Because this repo's binary only contain PTX code, it need to do a Just-In-Time compile to SASS to target your graphic card by your driver. It will take time for compiling when first execute tensorflow.
  • Tensorflow C++ library prebuilt binary for Windows

Path Compiler CUDA/cuDNN SIMD Notes
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\cuda99cudnn71avx2 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

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