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gpu [2018/06/12 14:17]
popel
gpu [2018/10/02 16:41]
kocmi [Set-up CUDA and CUDNN]
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 ===== Servers with GPU units ===== ===== Servers with GPU units =====
 GPU cluster ''gpu-ms.q'' at Malá Strana: GPU cluster ''gpu-ms.q'' at Malá Strana:
-| machine | GPU type | GPU driver version | [[https://en.wikipedia.org/wiki/CUDA#GPUs_supported|cc]] | GPU cnt | GPU RAM (GB) | machine RAM (GB)| +| machine | GPU type | GPU driver version | [[https://en.wikipedia.org/wiki/CUDA#GPUs_supported|cc]] | GPU cnt | GPU RAM (GB) | machine RAM (GB)| AVX 
-| dll1 |  GeForce GTX 1080 |  396.24 |  6.1 |  8 |  8 |  249 | +| dll1 |  GeForce GTX 1080 |  396.24 |  6.1 |  8 |  8 |  249 | yes 
-| dll2 |  GeForce GTX 1080 |  396.24 |  6.1 |  8 |  8 |  249 | +| dll2 |  GeForce GTX 1080 |  396.24 |  6.1 |  8 |  8 |  249 | yes 
-| dll3 |  GeForce GTX 1080 Ti |  396.24 |  6.1 |  9 |  11 |  249 | +| dll3 |  GeForce GTX 1080 Ti |  396.24 |  6.1 |  9 |  11 |  249 | yes 
-| dll4 |  GeForce GTX 1080 Ti |  396.24 |  6.1 |  10 |  11 |  249 | +| dll4 |  GeForce GTX 1080 Ti |  396.24 |  6.1 |  10 |  11 |  249 | yes 
-| dll5 |  GeForce GTX 1080 Ti |  396.24 |  6.1 |  10 |  11 |  249 | +| dll5 |  GeForce GTX 1080 Ti |  396.24 |  6.1 |  10 |  11 |  249 | yes 
-| dll6 |  GeForce GTX 1080 Ti |  396.24 |  6.1 |  9 |  11 |  123 | +| dll6 |  GeForce GTX 1080 Ti |  396.24 |  6.1 |  9 |  11 |  123 | yes | 
- +kronos |  GeForce GTX 1080 Ti |  396.24 |  6.|  |  11 |  123 | yes 
-To be migrated to new cluster: +titan1 |  GeForce GTX 1080 |  396.24 |  6.1 |  1 |  |  30 | yes 
- +titan2 |  Tesla K40c |  396.24 |  3.|  1 |  11 |  30 | yes 
-titan-gpu |  GeForce GTX TITAN Z |  381.22 |  3.|  |  |  31 +| twister1 |  Tesla K40c |  396.24 |  3.5 |  1 |  11 |  45 | no 
-kronos |  GeForce GTX 1080 Ti |  384.81 |  6.1 |  1 |  11 |  125 +| twister2 |  Tesla K40c |  396.24 |  3.5 |  1 |  11 |  45 | no |
-titan |  GeForce GTX 1080 |  381.22 |  6.|  1 |  |  31 +
-| twister1 |  Tesla K40c |  |  |  1 | 11 |  47 +
-| twister2 |  Tesla K40c |  384.81 |  3.5 |  1 |  11 |  47 | +
  
 Desktop machines: Desktop machines:
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 Not used at the moment: GeForce GTX 570 (from twister2) Not used at the moment: GeForce GTX 570 (from twister2)
-All machines have CUDA8.0 and should support both Theano and TensorFlow.+Multiple versions of CUDA library are accessible on each machine together with cudnn. Theano and TensorFlow is supported.
  
-[[https://ufaladm2.ufal.hide.ms.mff.cuni.cz/munin/ufal.hide.ms.mff.cuni.cz/lrc-headnode.ufal.hide.ms.mff.cuni.cz/index.html#dll|GPU usage rolling graphs]]+[[https://ufaladm2.ufal.hide.ms.mff.cuni.cz/munin/ufal.hide.ms.mff.cuni.cz/lrc-master.ufal.hide.ms.mff.cuni.cz/index.html#dll|GPU usage rolling graphs]]
  
  
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 Multiple versions of ''cuda'' can be accessed in ''/opt/cuda'' Multiple versions of ''cuda'' can be accessed in ''/opt/cuda''
 +
 You need to set library path from your ''~/.bashrc'': You need to set library path from your ''~/.bashrc'':
  

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