chrishkchris opened a new pull request #708:
URL: https://github.com/apache/singa/pull/708


   There are several improvement in the time profiling function
   1.  Greatly reduced the measurement overhead: In the new version, we 
synchronize the cudastream only one time at the end of iteration. The previous 
version needs to synchronize cudastream whenever it measures each operation, so 
it introduced time overhead.
   2. Can skip the initial iterations for time profiling. It can be set using 
the function SetSkipIteration, while the default is 5 iterations.
   3. Modify the benchmark.py for resnet 50 benchmark time profiling.
   


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