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gpu [2017/01/02 13:02]
kocmanek 		gpu [2017/01/10 14:21]
kocmanek
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 | arc        | GeForce GT 630; cc3.0      | 1 | 2 GB           | Ales's desktop machine | | arc        | GeForce GT 630; cc3.0      | 1 | 2 GB           | Ales's desktop machine |
 | athena     | GeForce GTX 1080; cc6.1    | 1 | 8 GB           | Tom's desktop machine | | athena     | GeForce GTX 1080; cc6.1    | 1 | 8 GB           | Tom's desktop machine |
 +| dll1     | GeForce GTX 1080; cc6.1    | 2 | 8 GB each core |  |
 +| dll2     | GeForce GTX 1080; cc6.1    | 2 | 8 GB each core |  |
  
 not used at the moment: GeForce GTX 570 (from twister2) not used at the moment: GeForce GTX 570 (from twister2)
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 * [[http://www.trustedreviews.com/nvidia-geforce-gtx-1080-review-performance-benchmarks-and-conclusion-page-2| 980 vs 1080 vs Titan X (not the Titan Z we have)]] * [[http://www.trustedreviews.com/nvidia-geforce-gtx-1080-review-performance-benchmarks-and-conclusion-page-2| 980 vs 1080 vs Titan X (not the Titan Z we have)]]
  
-In the following table is the experiment conducted by Tom Kocmi. You can replicate experiment: /a/merkur3/kocmanek/GPUBenchmark (you will need to prepare environment of TensorFlow11 or use my ANACONDA)+In the following table is the experiment conducted by Tom Kocmi. You can replicate experiment: /a/merkur3/kocmanek/Projects/GPUBenchmark (you will need to prepare environment of TensorFlow11 or use my ANACONDA)
  
 I am preparing department-wide benchmark, but meanwhile the results for different experiment: I am preparing department-wide benchmark, but meanwhile the results for different experiment:
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 | machine | Setup; CPU/GPU; [[https://en.wikipedia.org/wiki/CUDA#Supported_GPUs|Capability]] [cc] | Walltime | Note | | machine | Setup; CPU/GPU; [[https://en.wikipedia.org/wiki/CUDA#Supported_GPUs|Capability]] [cc] | Walltime | Note |
-| athena     | GeForce GTX 1080; cc6.1            |  9:55:58 |  | +| athena     | GeForce GTX 1080; cc6.1            |    9:55:58 | Tom's desktop  | 
-| titan-gpu  | (2 GPU) GeForce GTX Titan Z; cc3.5 |  16:05:24 |  | +| dll2       | (2 GPU) GeForce GTX 1080; cc6.1    |   10:19:40 | with CUDA_VISIBLE_DEVICES=0 | 
-| kronos-dev | Tesla K40c; cc3.5                  |  22:41:01 |  | +| dll1       | (2 GPU) GeForce GTX 1080; cc6.1    |   12:34:34 | Probably only one GPU was used | 
-| twister1   | Tesla K40c; cc3.5                  |  24:19:45 |  | +| dll2       | (2 GPU) GeForce GTX 1080; cc6.1    |   13:01:05 | Only one GPU was used | 
-| belzebub   | 16x CPU                            |  52:36:56 |  | +| titan-gpu  | (2 GPU) GeForce GTX Titan Z; cc3.5 |   16:05:24 | Probably only one GPU was used | 
-| iridium    | Quadro K2000; cc3.0                |  59:47:58 |  |+| kronos-dev | Tesla K40c; cc3.5                  |   22:41:01 |  | 
 +| twister2   | Tesla K40c; cc3.5                  |   22:43:10 |  | 
 +| twister1   | Tesla K40c; cc3.5                  |   24:19:45 |  | 
 +| helena1    | 16x CPU                            |   46:33:14 |  | 
 +| belzebub   | 16x CPU                            |   52:36:56 |  | 
 +| iridium    | Quadro K2000; cc3.0                |   59:47:58 |  | 
 +| helena7    | 8x CPU                             |   60:39:17 |  |
 | arc        | GeForce GT 630; cc3.0              |  103:42:30 | (approximated after 66 hours) | | arc        | GeForce GT 630; cc3.0              |  103:42:30 | (approximated after 66 hours) |
 | lucifer4   | 8x CPU                             |  134:41:22 |  | | lucifer4   | 8x CPU                             |  134:41:22 |  |
-| twister2   | Tesla K40c; cc3.5                  |  |  | +| victoria   | GeForce GT 630; cc3.0              |        --- | never run, same GPU as Arc |
-| dll1       | (2 GPU) GeForce GTX 1080; cc6.1    |  |  | +
-| dll2       | (2 GPU) GeForce GTX 1080; cc6.1    |  |  | +
-| helena       | 8x cPU    |  |  | +
-| helena       | 16x CPU    |  |  | +
-| victoria   | GeForce GT 630; cc3.0              |  --- | never run, same GPU as Arc |+
  
 +
 +A comparison with Ondrej's small data set:
 +  * dll2 (2xGPU) takes 13m for one reporting period
 +  * achilles2 (4xCPU with 8 CPUs reserved) takes 24m for one reporting period
  
  

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