- the number of iterations to run, which is between 10 and 1000,000,000. the value is calculated based on the strategy total run time does not exceed 1s.
* - Input
- The bandwidth of dealing with input. the unit is MB/s.
* - GMACPS
- The speed of running MACs(multiply-accumulation). the unit is G/s.
Model Benchmark
---------------
Model Benchmark is used for test and optimize the performance of your model.
This tool could record the running time of the model and the detailed running information of each operator of your model.
I benchmark_model.cc:158 ------------------------------------------------------------------------
I statistics.cc:343 ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
I statistics.cc:343 Sort by Run Order
I statistics.cc:343 ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
I statistics.cc:343 | Op Type | Start | First | Avg(ms) | % | cdf% | GMACPS | Stride | Pad | Filter Shape | Output Shape | Dilation | name |
I statistics.cc:343 ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
I statistics.cc:343 ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
I statistics.cc:343
I statistics.cc:343 ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
I statistics.cc:343 Sort by Computation Time
I statistics.cc:343 ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
I statistics.cc:343 | Op Type | Start | First | Avg(ms) | % | cdf% | GMACPS | Stride | Pad | Filter Shape | Output Shape | Dilation | name |
I statistics.cc:343 ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
I statistics.cc:343 ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
I statistics.cc:343
I statistics.cc:343 ----------------------------------------------------------------------------------------------
I statistics.cc:343 Stat by Op Type
I statistics.cc:343 ----------------------------------------------------------------------------------------------
I statistics.cc:343 | Op Type | Count | Avg(ms) | % | cdf% | MACs | GMACPS | Called times |
I statistics.cc:343 ----------------------------------------------------------------------------------------------