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moved randomize() in a more proper place

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Nicolo Fusi 2013-02-25 12:20:20 +00:00
parent bc80c0b62d
commit f661b4b64e
2 changed files with 2 additions and 2 deletions
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1
GPy/core/model.py
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@ -198,6 +198,7 @@ class model(parameterised):
jobs = [] jobs = []
pool = mp.Pool(processes=num_processes) pool = mp.Pool(processes=num_processes)
for i in range(Nrestarts): for i in range(Nrestarts):
self.randomize()
job = pool.apply_async(opt_wrapper, args = (self,), kwds = kwargs) job = pool.apply_async(opt_wrapper, args = (self,), kwds = kwargs)
jobs.append(job) jobs.append(job)

1
GPy/util/misc.py
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@ -9,7 +9,6 @@ def opt_wrapper(m, **kwargs):
This function just wraps the optimization procedure of a GPy This function just wraps the optimization procedure of a GPy
object so that optimize() pickleable (necessary for multiprocessing). object so that optimize() pickleable (necessary for multiprocessing).
""" """
m.randomize()
m.optimize(**kwargs) m.optimize(**kwargs)
return m.optimization_runs[-1] return m.optimization_runs[-1]