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gpu [2018/06/12 14:17] popel |
gpu [2019/03/05 13:15] vodrazka [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 | 396.24 | 6.1 | 8 | 8 | 249 | | + | | dll1 | GeForce GTX 1080 | 396.24 | 6.1 | 8 | 8 | 249 | |
- | | dll2 | GeForce GTX 1080 | 396.24 | 6.1 | 8 | 8 | 249 | | + | | dll2 | GeForce GTX 1080 | 396.24 | 6.1 | 8 | 8 | 249 | |
- | | dll3 | GeForce GTX 1080 Ti | 396.24 | 6.1 | | + | | dll3 | GeForce GTX 1080 Ti | 396.24 | 6.1 | |
- | | dll4 | GeForce GTX 1080 Ti | 396.24 | 6.1 | 10 | 11 | 249 | | + | | dll4 | GeForce GTX 1080 Ti | 396.24 | 6.1 | 10 | 11 | 249 | |
- | | dll5 | GeForce GTX 1080 Ti | 396.24 | 6.1 | 10 | 11 | 249 | | + | | dll5 | GeForce GTX 1080 Ti | 396.24 | 6.1 | 10 | 11 | 249 | |
- | | dll6 | GeForce GTX 1080 Ti | 396.24 | 6.1 | 9 | 11 | 123 | | + | | dll6 | GeForce GTX 1080 Ti | 396.24 | 6.1 | 9 | 11 | 123 | |
+ | | dll7 | GeForce GTX 1080 Ti | 396.24 | 6.1 | 1 | 11 | 123 | | ||
+ | | kronos | Tesla K40c | 418.39 | 3.5 | 1 | 11 | 123 | | ||
+ | | titan1 | GeForce GTX 1080 | 396.24 | 6.1 | 1 | 8 | 30 | | ||
+ | | titan2 | Tesla K40c | 396.24 | 3.5 | 1 | 11 | 30 | | ||
- | To be migrated to new cluster: | + | GPU 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 | | + | |
- | | titan | GeForce GTX 1080 | 381.22 | 6.1 | 1 | 8 | 31 | | + | |
- | | twister1 | Tesla K40c | ? | ? | 1 | 11 | 47 | | + | |
- | | twister2 | Tesla K40c | 384.81 | 3.5 | 1 | 11 | 47 | | + | |
+ | | machine | GPU type | GPU driver version | [[https:// | ||
+ | | tdll1 | Quadro P5000 | 410.48 | 6.1 | 8 | 17 | 245 | | ||
+ | | tdll2 | Quadro P5000 | 410.48 | 6.1 | 8 | 17 | 249 | | ||
+ | | tdll3 | Quadro P5000 | 410.48 | 6.1 | 8 | 17 | 249 | | ||
+ | | tdll4 | Quadro P5000 | 410.48 | 6.1 | 8 | 17 | 245 | | ||
+ | | tdll5 | Quadro P5000 | 410.48 | 6.1 | 8 | 17 | 249 | | ||
Desktop machines: | Desktop machines: | ||
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| athena | | athena | ||
- | Not used at the moment: GeForce GTX 570 (from twister2) | + | Multiple versions of CUDA library are accessible on each machine together with cudnn. Theano and TensorFlow |
- | All machines have CUDA8.0 and should support both Theano and TensorFlow. | + | |
- | [[https:// | + | [[http:// |
===== Rules ===== | ===== Rules ===== | ||
* First, read [[internal: | * First, read [[internal: | ||
- | * All the rules from [[:Grid]] apply, even more strictly than for CPU because there are too many GPU users and not as many GPUs available. So as a reminder: always use GPUs via '' | + | * All the rules from [[:Grid]] apply, even more strictly than for CPU because there are too many GPU users and not as many GPUs available. So as a reminder: always use GPUs via '' |
- | * Always specify the number of GPU cards (e.g. '' | + | * **Note that you need to use '' |
- | * If you need more than one GPU card (on a single machine), always require as many CPU cores ('' | + | * Always specify the number of GPU cards (e.g. '' |
- | * For interactive jobs, you can use '' | + | * If you need more than one GPU card (on a single machine), always require as many CPU cores ('' |
+ | * For interactive jobs, you can use '' | ||
* Note that the dll machines have typically 10 cards, but " | * Note that the dll machines have typically 10 cards, but " | ||
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Multiple versions of '' | Multiple versions of '' | ||
+ | |||
You need to set library path from your '' | You need to set library path from your '' | ||
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qsubmit --gpumem=2G --queue=" | qsubmit --gpumem=2G --queue=" | ||
| | ||
- | It is recommended to use priority lower than the default -100 if you are not rushing for the results and don't need to leap over your colleagues jobs. | + | It is recommended to use priority lower than the default -100 if you are not rushing for the results and don't need to leap over your colleagues jobs. Please, do not use priority between -99 to 0 for jobs taking longer than a few hours, unless it is absolutely necessary for your work. |
==== Basic commands ==== | ==== Basic commands ==== | ||