I could not load a doc2vec model on my computer and I got the following error. But, when I load that model on other computers, I can use that model.Therefore, I know the model was built correctly.
what should I do.
This is the code:
# coding: utf-8
from gensim.models.doc2vec import Doc2Vec
import gensim.models.doc2vec
from gensim.models.doc2vec import LabeledSentence
import os
import pickle
pth='/home/fatemeh/Step2/input-output/model/iterator'
model= Doc2Vec.load(pth+'/my_model.doc2vec')
This is the error:
Traceback (most recent call last):
File "CreateAnnoyIndex.py", line 16, in <module>
model= Doc2Vec.load(pth+'/my_model.doc2vec')
File "/usr/local/lib/python2.7/dist-packages/gensim-0.13.3-py2.7-linux-x86_64.egg/gensim/models/word2vec.py", line 1762, in load
model = super(Word2Vec, cls).load(*args, **kwargs)
File "/usr/local/lib/python2.7/dist-packages/gensim-0.13.3-py2.7-linux-x86_64.egg/gensim/utils.py", line 248, in load
obj = unpickle(fname)
File "/usr/local/lib/python2.7/dist-packages/gensim-0.13.3-py2.7-linux-x86_64.egg/gensim/utils.py", line 912, in unpickle
return _pickle.loads(f.read())
EOFError
I think your model causes the problem. Are you check with same model? I mean build in a same way. please see this page