Scipy.optimize.mininize get number of function evaluations
I would like to store the number of function evaluations (Fevals) made by a Scipy optimization algorithm in an external variable to count the final number of evaluations made by the entire program (Scipy is repeated many times).
python optimization scipy
edited Nov 27 '18 at 21:44
Mad Physicist
38k1674108
asked Nov 27 '18 at 20:54
DCCCCCDCCCCC
31
add a comment |
I would like to store the number of function evaluations (Fevals) made by a Scipy optimization algorithm in an external variable to count the final number of evaluations made by the entire program (Scipy is repeated many times).
python optimization scipy
edited Nov 27 '18 at 21:44
Mad Physicist
38k1674108
asked Nov 27 '18 at 20:54
DCCCCCDCCCCC
31
add a comment |
I would like to store the number of function evaluations (Fevals) made by a Scipy optimization algorithm in an external variable to count the final number of evaluations made by the entire program (Scipy is repeated many times).
python optimization scipy
edited Nov 27 '18 at 21:44
Mad Physicist
38k1674108
asked Nov 27 '18 at 20:54
DCCCCCDCCCCC
31
I would like to store the number of function evaluations (Fevals) made by a Scipy optimization algorithm in an external variable to count the final number of evaluations made by the entire program (Scipy is repeated many times).
python optimization scipy
python optimization scipy
edited Nov 27 '18 at 21:44
Mad Physicist
38k1674108
asked Nov 27 '18 at 20:54
DCCCCCDCCCCC
31
edited Nov 27 '18 at 21:44
Mad Physicist
38k1674108
asked Nov 27 '18 at 20:54
DCCCCCDCCCCC
31
edited Nov 27 '18 at 21:44
Mad Physicist
38k1674108
edited Nov 27 '18 at 21:44
Mad Physicist
38k1674108
edited Nov 27 '18 at 21:44
Mad Physicist
38k1674108
38k1674108
asked Nov 27 '18 at 20:54
DCCCCCDCCCCC
31
asked Nov 27 '18 at 20:54
DCCCCCDCCCCC
31
asked Nov 27 '18 at 20:54
DCCCCCDCCCCC
31
31
add a comment |
add a comment |
2 Answers
2
active
oldest
votes
You can extract it out from the optimization object and add the value at every outer Scipy call. In order to see how to get the number of function evaluations please see this scipy documentation. You can refer to the examples on the same page to inspect an example.
In case this does not help, you may wrap your cost function and try something like this:
class F(object):
def __init__(self, fn):
self.n_calls = 0
self.fn = fn
def __call__(self, x):
self.n_calls += 1
return self.fn(x)
return F(fn)
answered Nov 27 '18 at 21:19
T-800T-800
817918
add a comment |
Use the callback argument to pass a function that will increment a global integer.
answered Nov 27 '18 at 21:18
SilmathoronSilmathoron
1,0611921
add a comment |
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2 Answers
2
active
oldest
votes
2 Answers
2
active
oldest
votes
active
oldest
votes
active
oldest
votes
You can extract it out from the optimization object and add the value at every outer Scipy call. In order to see how to get the number of function evaluations please see this scipy documentation. You can refer to the examples on the same page to inspect an example.
In case this does not help, you may wrap your cost function and try something like this:
class F(object):
def __init__(self, fn):
self.n_calls = 0
self.fn = fn
def __call__(self, x):
self.n_calls += 1
return self.fn(x)
return F(fn)
answered Nov 27 '18 at 21:19
T-800T-800
817918
add a comment |
You can extract it out from the optimization object and add the value at every outer Scipy call. In order to see how to get the number of function evaluations please see this scipy documentation. You can refer to the examples on the same page to inspect an example.
In case this does not help, you may wrap your cost function and try something like this:
class F(object):
def __init__(self, fn):
self.n_calls = 0
self.fn = fn
def __call__(self, x):
self.n_calls += 1
return self.fn(x)
return F(fn)
answered Nov 27 '18 at 21:19
T-800T-800
817918
add a comment |
You can extract it out from the optimization object and add the value at every outer Scipy call. In order to see how to get the number of function evaluations please see this scipy documentation. You can refer to the examples on the same page to inspect an example.
In case this does not help, you may wrap your cost function and try something like this:
class F(object):
def __init__(self, fn):
self.n_calls = 0
self.fn = fn
def __call__(self, x):
self.n_calls += 1
return self.fn(x)
return F(fn)
answered Nov 27 '18 at 21:19
T-800T-800
817918
You can extract it out from the optimization object and add the value at every outer Scipy call. In order to see how to get the number of function evaluations please see this scipy documentation. You can refer to the examples on the same page to inspect an example.
In case this does not help, you may wrap your cost function and try something like this:
class F(object):
def __init__(self, fn):
self.n_calls = 0
self.fn = fn
def __call__(self, x):
self.n_calls += 1
return self.fn(x)
return F(fn)
answered Nov 27 '18 at 21:19
T-800T-800
817918
edited Nov 27 '18 at 21:30
answered Nov 27 '18 at 21:19
T-800T-800
817918
answered Nov 27 '18 at 21:19
T-800T-800
817918
answered Nov 27 '18 at 21:19
T-800T-800
817918
817918
add a comment |
add a comment |
Use the callback argument to pass a function that will increment a global integer.
answered Nov 27 '18 at 21:18
SilmathoronSilmathoron
1,0611921
add a comment |
Use the callback argument to pass a function that will increment a global integer.
answered Nov 27 '18 at 21:18
SilmathoronSilmathoron
1,0611921
add a comment |
Use the callback argument to pass a function that will increment a global integer.
answered Nov 27 '18 at 21:18
SilmathoronSilmathoron
1,0611921
Use the callback argument to pass a function that will increment a global integer.
answered Nov 27 '18 at 21:18
SilmathoronSilmathoron
1,0611921
answered Nov 27 '18 at 21:18
SilmathoronSilmathoron
1,0611921
answered Nov 27 '18 at 21:18
SilmathoronSilmathoron
1,0611921
answered Nov 27 '18 at 21:18
SilmathoronSilmathoron
1,0611921
1,0611921
add a comment |
add a comment |
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