dcslin commented on issue #533: fixed operation add assertion for convolution URL: https://github.com/apache/incubator-singa/pull/533#issuecomment-530344769 after the fix, testing on `python/resnet.py` shows similar result: Before: ``` 100%|#######################################################################################################################################################################| 100/100 [00:27<00:00, 3.68it/s] Throughput = 58.903093484671295 per second Total=0.27163259267807005, forward=0.028347208499908447, softmax=0.10690386295318603, backward=0.13638152122497554, sgd=0.08405628204345703 ``` After: ``` 100%|#######################################################################################################################################################################| 100/100 [00:27<00:00, 3.69it/s] Throughput = 59.02303205471914 per second Total=0.2710806179046631, forward=0.02830531120300293, softmax=0.10648007154464721, backward=0.13629523515701297, sgd=0.08383089303970337 ```
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