Easy-to-use timer for tracking runtimes.
pip install sometimer
from sometimer import timer
# Main functionality is the summary function:
timer.new_checkpoint()
do_stuff()
timer.new_checkpoint(name='useful-name')
do_other_stuff()
...
summary = timer.summary()
print(summary)timer summary
-start- -duration-
start: 0.000s 0.100s
checkpoint_0: 0.100s 2.305s
useful-name: 2.405s 0.410s
victory lap: 2.815s 12.001s
end: 14.816s
timer()
>>> 'timer: 0.202s'# and with an active checkpoint:
timer()
>>> 'timer: 0.303s checkpoint_0: 0.050s'Some functions are always heavy (e.g. load, data preprocessing, data augmentation) and might be useful to time:
from sometimer import time_this_method
@time_this_method
def heavy_preprocessing(data):
pass
@time_this_method(name='more-descriptive-name')
def inefficient_method(data):
passwhen run, yields:
heavy_preprocessing(data)
inefficient_method(data)
timer.summary()
>>> 'timer summary
-start- -duration-
start: 0.000s 0.000s
heavy_preprocessing: 0.000s 25.101s
more-descriptive-name: 25.101s 13.001s
end: 38.102s'
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