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gpu [2018/04/24 10:01] vodrazka [Set-up CUDA and CUDNN] |
gpu [2018/06/12 13:50] machacek.dominik [Servers with GPU units] |
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===== Servers with GPU units ===== | ===== Servers with GPU units ===== | ||
- | GPU cluster '' | + | GPU cluster '' |
| machine | GPU type | GPU driver version | [[https:// | | machine | GPU type | GPU driver version | [[https:// | ||
- | | dll1 | GeForce GTX 1080 | | + | | dll1 | GeForce GTX 1080 | |
- | | dll2 | GeForce GTX 1080 | | + | | dll2 | GeForce GTX 1080 | |
- | | dll3 | GeForce GTX 1080 Ti | | + | | dll3 | GeForce GTX 1080 Ti | |
- | | dll4 | GeForce GTX 1080 Ti | | + | | dll4 | GeForce GTX 1080 Ti | |
- | | dll5 | GeForce GTX 1080 Ti | | + | | dll5 | GeForce GTX 1080 Ti | |
- | | dll6 | GeForce GTX 1080 Ti | | + | | dll6 | GeForce GTX 1080 Ti | |
- | | gpu | GeForce GTX TITAN Z | 381.22 | 3.5 | 2 | 6 | 31 | | + | |
- | | iridium | Quadro K2000 | 367.48 | 3.0 | 1 | 2 | 504 | | + | To be migrated to new cluster: |
+ | |||
+ | | titan-gpu | GeForce GTX TITAN Z | 381.22 | 3.5 | 2 | 6 | 31 | | ||
| kronos | GeForce GTX 1080 Ti | 384.81 | 6.1 | 1 | 11 | 125 | | | kronos | GeForce GTX 1080 Ti | 384.81 | 6.1 | 1 | 11 | 125 | | ||
| titan | GeForce GTX 1080 | 381.22 | 6.1 | 1 | 8 | 31 | | | titan | GeForce GTX 1080 | 381.22 | 6.1 | 1 | 8 | 31 | | ||
- | | twister1 | Tesla K40c | | + | | twister1 | Tesla K40c | |
- | | twister2 | | + | | twister2 | |
Desktop machines: | Desktop machines: | ||
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You also need to use '' | You also need to use '' | ||
- | **Testing configuration | + | **THE NEW CLUSTER |
- | Multiple versions of '' | + | Multiple versions of '' |
- | System default version for cuda library | + | |
- | | + | You need to set library path from your '' |
- | / | + | |
- | Actual version used depends on the link in ''/ | + | CUDNN_version=7.0 |
- | + | | |
- | | + | |
- | | + | |
- | lrwxrwxrwx 1 root root 8 dub 9 12:30 cuda -> cuda-9.0 | + | |
- | ... | + | |
- | + | | |
- | This means that the system is using '' | + | |
- | + | | |
- | If system default version does not work for you, you can set library path from your '' | + | |
- | + | fi | |
- | | + | |
- | + | ||
- | In order to link specific version of '' | + | |
- | /opt/cuda-$CUDA_version/cudnn/$CUDNN_version/lib64 | + | |
- | Please check if required CUDNN_version | + | * There is no default and you always need to set '' |
+ | * Note that '' | ||
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And then you can activate your environment: | And then you can activate your environment: | ||
- | source activate | + | source activate |
- | source activate | + | source activate |
- | This environment have TensorFlow 1.0 and all necessary requirements for NeuralMonkey. | + | This environment have TensorFlow 1.8.0 and all necessary requirements for NeuralMonkey. |
==== Pytorch Environment ==== | ==== Pytorch Environment ==== |