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lightning multiprocessing failure in python 3.6
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import sys | |
import numpy as np | |
import sklearn | |
import lightning | |
print("python", sys.version) | |
print("numpy", np.__version__) | |
print("scikit-learn", sklearn.__version__) | |
print("lightning", lightning.__version__) | |
from sklearn.datasets import load_digits | |
from sklearn.model_selection import cross_val_score | |
from lightning.classification import CDClassifier | |
X, y = load_digits(return_X_y=True) | |
print("Fitting CDClassifier") | |
try: | |
CDClassifier(n_jobs=-1).fit(X, y) | |
print("succeeded") | |
except Exception as e: | |
print("failed", e) | |
print("running cross-val score") | |
try: | |
cross_val_score(CDClassifier(), X, y, n_jobs=-1) | |
print("succeeded") | |
except Exception as e: | |
print("failed", e) |
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python 3.5.3 |Continuum Analytics, Inc.| (default, Mar 6 2017, 11:58:13) | |
[GCC 4.4.7 20120313 (Red Hat 4.4.7-1)] | |
numpy 1.12.1 | |
scikit-learn 0.18.1 | |
lightning 0.4.0 | |
Fitting CDClassifier | |
succeeded | |
running cross-val score | |
succeeded |
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python 3.6.1 | packaged by conda-forge | (default, May 23 2017, 14:16:20) | |
[GCC 4.8.2 20140120 (Red Hat 4.8.2-15)] | |
numpy 1.12.1 | |
scikit-learn 0.18.1 | |
lightning 0.4.0 | |
Fitting CDClassifier | |
failed can't pickle lightning.impl.primal_cd_fast.SquaredHinge objects | |
running cross-val score | |
succeeded |
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