API¶
Utils¶
- onnxcustom.utils.measure_time(stmt, context, repeat=10, number=50, div_by_number=False)[source]¶
Measures a statement and returns the results as a dictionary.
- Parameters
stmt – string
context – variable to know in a dictionary
repeat – average over repeat experiment
number – number of executions in one row
div_by_number – divide by the number of executions
- Returns
dictionary
<<<
from onnxcustom.utils import measure_time from math import cos res = measure_time("cos(x)", context=dict(cos=cos, x=5.)) print(res)
>>>
{'average': 1.9085872918367385e-05, 'deviation': 1.3443500584768589e-06, 'min_exec': 1.7879996448755264e-05, 'max_exec': 2.2919848561286926e-05, 'repeat': 10, 'number': 50}
See Timer.repeat for a better understanding of parameter repeat and number. The function returns a duration corresponding to number times the execution of the main statement.