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gpu [2017/07/19 16:15] kocmanek [Performance tests] |
gpu [2017/07/19 16:18] kocmanek [Performance tests] |
* [[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)]] |
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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). The benchmark uses 2GB model of seq2seq machine translation in Neural Monkey (De > EN). | 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). The benchmark uses 2GB model of seq2seq machine translation in Neural Monkey (De > EN). If not specified, the benchmark had an access only to one GPU. |
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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 | Tom's desktop | | | athena | GeForce GTX 1080; cc6.1 | 9:55:58 | Tom's desktop | |
| dll2 | (2 GPU) GeForce GTX 1080; cc6.1 | 10:19:40 | with CUDA_VISIBLE_DEVICES=0 | | | dll2 | GeForce GTX 1080; cc6.1 | 10:19:40 | | |
| titan | GeForce GTX 1080 Ti | 10:45:11 | (new result with correct CUDA version) | | | titan | GeForce GTX 1080 Ti | 10:45:11 | (new result with correct CUDA version) | |
| dll1 | (2 GPU) GeForce GTX 1080; cc6.1 | 12:34:34 | Probably only one GPU was used | | | dll1 | (2 GPU) GeForce GTX 1080; cc6.1 | 12:34:34 | Probably only one GPU was used | |
| dll2 | (2 GPU) GeForce GTX 1080; cc6.1 | 13:01:05 | Only one GPU was used | | | dll2 | GeForce GTX 1080; cc6.1 | 13:01:05 | Only one GPU was used | |
| titan-gpu | (2 GPU) GeForce GTX Titan Z; cc3.5 | 16:05:24 | Probably only one GPU was used | | | titan-gpu | (2 GPU) GeForce GTX Titan Z; cc3.5 | 16:05:24 | Probably only one GPU was used | |
| kronos-dev | Tesla K40c; cc3.5 | 22:41:01 | | | | kronos-dev | Tesla K40c; cc3.5 | 22:41:01 | | |