Differences
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gpu [2018/03/21 15:29] ufal [Servers with GPU units] |
gpu [2018/04/12 15:17] kocmanek [Performance tests] |
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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 | 384.69 | 6.1 | 8 | |
- | | dll1 | GeForce GTX 1080 | 384.69 | 6.1 | 8 | 8114 | 250 | | + | | dll2 | GeForce GTX 1080 | 387.34 | 6.1 | |
- | | dll2 | GeForce GTX 1080 | 387.34 | 6.1 | 7 | 8114 | 250 | | + | | dll3 | GeForce GTX 1080 Ti | 375.66 | 6.1 | 9 | |
- | | dll3 | GeForce GTX 1080 Ti | 375.66 | 6.1 | 9 | 11172 | 250 | | + | | dll4 | GeForce GTX 1080 Ti | 375.66 | 6.1 | 10 | |
- | | dll4 | GeForce GTX 1080 Ti | 375.66 | 6.1 | 10 | 11172 | 250 | | + | | dll5 | GeForce GTX 1080 Ti | 384.69 | 6.1 | 10 | |
- | | dll5 | GeForce GTX 1080 Ti | 384.69 | 6.1 | 10 | 11172 | 250 | | + | | dll6 | GeForce GTX 1080 Ti | 384.69 | 6.1 | 9 | |
- | | dll6 | GeForce GTX 1080 Ti | 384.69 | 6.1 | 9 | 11172 | 122 | | + | | gpu | GeForce GTX TITAN Z | 381.22 | 3.5 | |
- | | titan | GeForce GTX 1080 | 381.22 | 6.1 | 1 | 8114 | 31 | | + | | iridium |
- | | twister1 | + | | kronos |
- | | twister2 | + | | titan | GeForce GTX 1080 | 381.22 | 6.1 | |
- | | titan-gpu | GeForce GTX TITAN Z | 381.22 | 3.5 | 2 | 6082 | 31 | | + | | twister1 |
- | | kronos | + | | twister2 |
- | | iridium | + | |
Desktop machines: | Desktop machines: | ||
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You also need to use '' | You also need to use '' | ||
+ | |||
+ | **Testing configuration (so far on twister2 only)** | ||
+ | |||
+ | Multiple versions of '' | ||
+ | System default version for both libraries is configured in ''/ | ||
+ | |||
+ | / | ||
+ | / | ||
+ | / | ||
+ | |||
+ | Actual version used depends on the link in ''/ | ||
+ | |||
+ | ls -l /opt | ||
+ | ... | ||
+ | lrwxrwxrwx 1 root root 8 dub 9 12:30 cuda -> cuda-9.0 | ||
+ | lrwxrwxrwx 1 root root 9 dub 9 12:32 cudnn -> cudnn-7.1 | ||
+ | ... | ||
+ | | ||
+ | This means that the system is using '' | ||
+ | |||
+ | If system default version does not work for you, you can set library path from your '' | ||
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==== TensorFlow Environment ==== | ==== TensorFlow Environment ==== | ||
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| GPU; Cuda capability | | GPU; Cuda capability | ||
- | | Tesla K40c; cc3.5 | 12 GB | | ||
| GeForce GTX 1080 Ti; cc6.1 | 11 GB | 00:55:56 | 2300 | dll5 | | | GeForce GTX 1080 Ti; cc6.1 | 11 GB | 00:55:56 | 2300 | dll5 | | ||
| GeForce GTX 1080; cc6.1 | 8 GB | 01:10:57 | 1700 | dll1 | | | GeForce GTX 1080; cc6.1 | 8 GB | 01:10:57 | 1700 | dll1 | |