Tensorflow 1.4 w/ cuDNN 7 in progress.
Optimized tensorflow builds for Windows x64. Built on Dell XPS 15, 9560 i7-7700HQ (GPU: Nvidia 1050)
- Main folder
- Testing (This contains builds that are broken in someway)
- Tensorflow GPU 1.2.1 Py 3.5.3, (AVX + cudnn 5.1 SM30, 52, 61) broken batchnorm
- Tensorflow GPU 1.2.1, Py 3.6.2 (cudnn 5.1 SM30, 52, 61) broken batchnorm
- Tensorflow GPU 1.2.1, Py 3.6.2 (cudnn 6 SM30, 52, 61) broken batchnorm
- Tensorflow GPU 1.2.1, Py 3.6.2 (cudnn 5.1 SM30, 35, 52) broken batchnorm
- Working (This contains builds that are functional)
- Tensorflow CPU 1.2.1 Py 3.5.3 (AVX)
- Tensorflow GPU 1.2.1 Py 3.5.3 (cudnn 5.1 SM30, 52, 61)
- Tensorflow CPU 1.4.0 Py 3.6.3 (AVX2)
Tensorflow GPU 1.4.0 Py 3.6.3 (AVX + cudnn 7.0.4 SM30, 52, 61)(possibly broken batchnorm)- Tensorflow CPU 1.5.0 Py 3.6.4 (AVX2)
- Testing (This contains builds that are broken in someway)
See also Matching SM architectures (CUDA arch and CUDA gencode) for various NVIDIA cards
| Category | Name | Compiler | CUDA/cuDNN | AVX | Notes |
|---|---|---|---|---|---|
| Testing | tensorflow_gpu-1.2.1-cp35-cp35m-win_amd64.whl | VS2015 Update 3 | 8.0.61/5.1 | Yes | SM30,52,61, Py 3.5.3 |
| Testing | tensorflow_gpu-1.2.1-cp36-cp36m-win_amd64_cuDNN5_1.whl | VS2015 Update 3 | 8.0.61.2/5.1 | No | SM30,52,61, Py 3.6.2 |
| Testing | tensorflow_gpu-1.2.1-cp36-cp36m-win_amd64_cuDNN6.whl | VS2015 Update 3 | 8.0.61.2/6.0 | No | SM30,52,61, Py 3.6.2 |
| Testing | tensorflow_gpu-1.2.1-cp36-cp36m-win_amd64.whl | VS2015 Update 3 | 8.0.61.2/5.1 | No | SM30,35,52, Py 3.6.2 |
| Working | tensorflow-1.2.1-cp35-cp35m-win_amd64.whl | VS2017 15.2 | NaN/NaN | Yes | Py 3.5.3 |
| Working | tensorflow_gpu-1.2.1-cp35-cp35m-win_amd64.whl | VS2015 Update 3 | 8.0.61/5.1 | No | SM30,52,61, Py 3.5.3 |
| Working | tensorflow-1.4.0-cp36-cp36m-win_amd64.whl | VS2017 15.4 | NaN/NaN | Yes(AVX2) | Py 3.6.3 |
| Working | tensorflow_gpu-1.4.0-cp36-cp36m-win_amd64.whl | VS2015 Update 3 | 8.0.61.2/7.0.4 | Yes(AVX) | SM30,52,61, Py 3.6.3 |
| Working | tensorflow-1.5.0-cp36-cp36m-win_amd64.whl | VS2017 15.4 | NaN/NaN | Yes(AVX2) | Py 3.6.4 |