op_statistic (Operator Calling Times and Time Consumption)
There is no timeline information of the calling times and time consumption of AI Core and AI CPU operators. The summary information is summarized in the op_statistic_*.csv file.
Availability
Data Description of the op_statistic_*.csv File
Analyze the total calling time and total number of calls of each type of operators, check whether there are any operators with long total execution time, and analyze whether there is any optimization space for these operators.
|
Field |
Description |
|---|---|
|
Device_id |
Device ID. |
|
Model Name |
Model name. It may be left empty if no related data is collected. (This field is not displayed by default or in the single-operator scenario.) |
|
OP Type |
Operator type. |
|
Core Type |
Core type, including AI CPU and AI Core. |
|
Count |
Number of calls to an operator. |
|
Total Time(us) |
Time taken by the calls to an operator (μs). |
|
Avg Time(us), Min Time(us), Max Time(us) |
Average, minimum, and maximum duration of the calls to an operator (μs). |
|
Ratio(%) |
Percentage of duration of the operator calls in the model. |