title: ValueError: Cannot create a tensor proto whose content is larger than 2GB
body: <p>I am using this code to train news article dataset. </p>
  
  <p><a href="https://github.com/borislavmavrin/stance-detection/blob/master/model_matchingLSTM_wdev.py" rel="nofollow noreferrer">https://github.com/borislavmavrin/stance-detection/blob/master/model_matchingLSTM_wdev.py</a></p>
  
  <p>When I load GoogleNews word2vec file, it gives me error. </p>
  
  <blockquote>
    <p>ValueError: Cannot create a tensor proto whose content is larger than 2GB.</p>
  </blockquote>
  
  <p>The stacktrace starts from line <a href="https://github.com/borislavmavrin/stance-detection/blob/master/model_matchingLSTM_wdev.py#L614" rel="nofollow noreferrer">https://github.com/borislavmavrin/stance-detection/blob/master/model_matchingLSTM_wdev.py#L614</a>, </p>
  
  <p>and then goes to <a href="https://github.com/borislavmavrin/stance-detection/blob/master/model_matchingLSTM_wdev.py#L154" rel="nofollow noreferrer">https://github.com/borislavmavrin/stance-detection/blob/master/model_matchingLSTM_wdev.py#L154</a> </p>
  
  <p>Any help here would be appreciated. I don't want to change the structure of this code right now, I am just focused more on results for now as this is just a prototype I want to do on this dataset. If the results are good enough, I might write my own model or improve the existing one. </p>