Cannot run main.py script when training is ommited

[kkalouli]

Hi again,

I am trying to run the main.py script in order to test the trained classifier models (BOWLogReg and InferSentLogReg) on another test set of my own. Unfortunately, I dont have the possibility to retrain the classifiers on the SNLI data due to hardware restrictions and that is why I would like to use the trained models but on a different test set. For this purpose I commented out the "loading training data" and "Training classifiers" parts of the main.py, in order to use the trained models. I have kept the lists of "names" and "classifiers" and I have adjusted the path TEST_DATA_PATH to point to the directory where my test set is located. When I run the script, it successfully starts and prints

[nltk_data] Downloading package punkt to /home/kkalouli/nltk_data... [nltk_data] Package punkt is already up-to-date! Vocab size : 100000 Running tests for tasks: ['test']

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Running tests for InferSentLogReg...

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but soon after, it throws the error

/home/kkalouli/Documents/libraries/ScrambleTests/classifier.py:154: UserWarning: volatile was removed and now has no effect. Use with torch.no_grad(): instead. Xbatch = Variable(devX[i:i + self.batch_size], volatile=True) Traceback (most recent call last): File "main.py", line 165, in runAllTests(names, classifiers, model, tasks, outpaths, label2id) File "main.py", line 125, in runAllTests tF.runtests(name, classifier, model, tasks, outpaths, label2id) File "/home/kkalouli/Documents/libraries/ScrambleTests/testFuncs.py", line 44, in runtests labels, confs = predict(embedA, embedB, regressor)
File "/home/kkalouli/Documents/libraries/ScrambleTests/testFuncs.py", line 16, in predict probs = reg.predict_proba(feats) File "/home/kkalouli/Documents/libraries/ScrambleTests/classifier.py", line 156, in predict_proba probas = self.model(Xbatch).data.cpu().numpy() File "/home/kkalouli/Documents/virtEnv1/lib/python3.6/site-packages/torch/nn/modules/module.py", line 489, in call result = self.forward(*input, **kwargs) File "/home/kkalouli/Documents/virtEnv1/lib/python3.6/site-packages/torch/nn/modules/container.py", line 92, in forward input = module(input) File "/home/kkalouli/Documents/virtEnv1/lib/python3.6/site-packages/torch/nn/modules/module.py", line 484, in call for hook in self._forward_pre_hooks.values(): File "/home/kkalouli/Documents/virtEnv1/lib/python3.6/site-packages/torch/nn/modules/module.py", line 535, in getattr type(self).name, name)) AttributeError: 'Softmax' object has no attribute '_forward_pre_hooks'

Do you have any ideas what the reason for this error could be and how to fix it? A quick google search was not very helpful on that aspect. Any other solving ideas are also welcome.

Thanks a lot in advance!