model of DCN pyramidal neuron
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import functools
import time
class Clock(object):
"""
This is a decorator for the purpose of timing
functions and classes, it can be added to any function
and during runtime will spit out a formatted str
that displays function(arguments) and results with
a time delta. Uses pref_counter() not time()
"""
def __init__(self, func):
self.func = func
functools.update_wrapper(self, func)
def __call__(self, *args, **kwargs):
t0 = time.perf_counter()
result = self.func(*args, **kwargs)
elapsed = time.perf_counter() - t0
name = self.func.__name__
arg_lst = []
if args:
arg_lst.extend(repr(arg) for arg in args)
if kwargs:
arg_lst.extend("{}={}".format(k, w) for k, w in kwargs.items())
arg_str = ", ".join(arg_lst)
print(
"TIME TRIAL: {:s}({:.30s}~) -> {!r:.30}~ dt=[{:.8}]".format(
name, arg_str, result, elapsed
)
)
print()
return result