Git Product home page Git Product logo

Comments (7)

aconneau avatar aconneau commented on June 9, 2024

It seems like the GloVe vocab hasn't been loaded.
Did you download GloVe vectors and load it in the model using:
infersent.build_vocab(sentences, tokenize=True)
?

from infersent.

ritvikshrivastava avatar ritvikshrivastava commented on June 9, 2024

Yeah. The Glove file I had downloaded was corrupt. After fixing that, I'm getting this error now:

/usr/local/lib/python2.7/dist-packages/torch/serialization.py:284: SourceChangeWarning: source code of class 'models.BLSTMEncoder' has changed. you can retrieve the original source code by accessing the object's source attribute or set `torch.nn.Module.dump_patches = True` and use the patch tool to revert the changes.
  warnings.warn(msg, SourceChangeWarning)
26126
Found 10694(/11704) words with glove vectors
Vocab size : 10694
Traceback (most recent call last):
  File "sentEmbed.py", line 19, in <module>
    embeddings = infersent.encode(sentences, tokenize=True)
  File "/home/ritvik/InferSent-master/encoder/models.py", line 209, in encode
    embeddings = np.vstack(embeddings)
  File "/usr/local/lib/python2.7/dist-packages/numpy/core/shape_base.py", line 237, in vstack
    return _nx.concatenate([atleast_2d(_m) for _m in tup], 0)
ValueError: all the input array dimensions except for the concatenation axis must match exactly

from infersent.

aconneau avatar aconneau commented on June 9, 2024

Could you provide a small example of "sentences" for which you have this problem, so I can try and reproduce this issue?
Thanks a lot

from infersent.

ritvikshrivastava avatar ritvikshrivastava commented on June 9, 2024

Sure!
When I do print sentences[:5], I get:
['EJ Manuel the 1st QB to go in this draft', 'But my bro from the 757 EJ Manuel is the 1st QB gone', 'EJ Manuel the 1st QB to go in this draft', 'Can believe EJ Manuel went as the 1st QB in the draft', 'EJ Manuel the 1st QB to go in this draft']
It's a part of a processed twitter dataset.
Thank you!

from infersent.

aconneau avatar aconneau commented on June 9, 2024

Could you
print(batch.size())
before
embeddings.append(batch)
?

(not able to reproduce your error, so I'm a bit in the dark here :) )

from infersent.

ritvikshrivastava avatar ritvikshrivastava commented on June 9, 2024

Yeah seems like an issue here.

 File "/home/ritvik/InferSent-master/encoder/models.py", line 208, in encode
    print(batch.size())
TypeError: 'int' object is not callable

My code is as follows:

from random import randint
import numpy as np
import torch
GLOVE_PATH = '../dataset/GloVe/glove.840B.300d.txt'
infersent = torch.load('infersent.allnli.pickle')
infersent.set_glove_path(GLOVE_PATH)

sentences=[]
with open('/home/ritvik/train.data') as f:
	for line in f:
		line=line.strip()
		tabs=line.split('\t')
		sentences.append(tabs[2])
		sentences.append(tabs[3])

print sentences[:5]
infersent.build_vocab(sentences, tokenize=True)
embeddings = infersent.encode(sentences, tokenize=True)
print('nb sentences encoded : {0}'.format(len(embeddings)))

from infersent.

aconneau avatar aconneau commented on June 9, 2024

Were you able to run the demo.ipynb without error? ( https://github.com/facebookresearch/InferSent/blob/master/encoder/demo.ipynb )

Try to clone the latest version of InferSent if it does not work .. I am not able to reproduce your issue.

from infersent.

Related Issues (20)

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.