在加载 doc2vec 模型时出现 EOFError

Question

我无法在我的计算机上加载 doc2vec 模型，并且出现以下错误。但是，当我在其他计算机上加载该模型时，我可以使用它 model.Therefore，我知道模型构建正确。

我该怎么办

这是代码：

# 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')

这是错误：

    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

Answer 1

我认为您的模型导致了问题。您检查的是同一型号吗？我的意思是用同样的方式构建。请参阅 this page

在加载 doc2vec 模型时出现 EOFError

Got EOFError during loading doc2vec model

python-2.7

pickle

gensim

doc2vec