chrishkchris commented on pull request #697:
URL: https://github.com/apache/singa/pull/697#issuecomment-637240180


   Tested again after the api update of benchmark.py using 8 GPUs
   ```
   root@63bb929542e2:~/dcsysh/singa/examples/cnn# python3 benchmark.py
   
100%|####################################################################################################|
 100/100 [00:13<00:00,  7.58it/s]
   Throughput = 242.56387451800413 per second
   TotalTime=13.19240140914917
   Total=0.1319240140914917
   root@63bb929542e2:~/dcsysh/singa/examples/cnn# mpiexec -np 8 python3 
benchmark.py --dist
   100%|##########| 100/100 [00:17<00:00,  5.69it/s]
   100%|##########| 100/100 [00:17<00:00,  5.68it/s]
   100%|##########| 100/100 [00:17<00:00,  5.67it/s]
   100%|##########| 100/100 [00:17<00:00,  5.68it/s]
   Throughput = 1453.3072137129468 per second
   TotalTime=17.61499547958374
   Total=0.1761499547958374
   100%|##########| 100/100 [00:17<00:00,  5.68it/s]
   
   ```


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