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Questions tagged [opennmt]

38 questions
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Cudnn issue while using OpenNMT-tf 2.10 with tensorflow 2.2 inAnaconda virtual env

I am trying to train OpenNMT-tf transformer model on GPU GeForce RTX 2060 8GB Memory. You can see steps Here. I have created Anaconda virtual environment and installed tensorflow-gpu using following commend. conda install…
Ikram Ul Haq
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Trouble installing PyTorch for OpenNMT

I'm trying to train an openNMT model using the instructions here - https://pypi.org/project/OpenNMT-py/ However I run into a problem while installing (using python setup.py install) It runs into an error - Processing dependencies for…
captain vhagar
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Tensorflow Serving - Not found: Op type not registered 'GatherTree'

I just a newbie. I have problem when I serving tensorflow model in this case: I. Using this http://opennmt.net/OpenNMT-tf/quickstart.html to train the model. II. Serving the model with following steps: Create docker image with: docker build…
Andy Nguyen
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Getting the gradients of a model trained in OpenNMT-py

When training a model using OpenNMT-py, we get a dict as output, containing the weights and biases of the network. However, these tensors have requires_grad = False, and so, do not have a gradient. For example. with one layer, we might have the…
thaumoctopus
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Getting alignment/attention during translation in OpenNMT-py

Does anyone know how to get the alignments weights when translating in Opennmt-py? Usually the only output are the resulting sentences and I have tried to find a debugging flag or similar for the attention weights. So far, I have been unsuccessful.
thaumoctopus
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Finding cell state in OpenNMT-py

I can't seem to find a value for the cell state when loading a model trained with a network of LSTM neurons in OpenNMT-py. I can only find the weight matrices and biases under 'model' in the model loaded with torch.load. Does anyone know if the cell…
thaumoctopus
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Transfer learning with OpenNMT

I'm training a transformer model with OpenNMT-py on MIDI music files, but results are poor because I only have access to a small dataset pertaining to the style I want to study. To help the model learn something useful, I would like to use a much…
Gianluca Micchi
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How to run OpenNMT-py model to translate a given string in jupyter notebook?

The documentation only mentions using the command line to run the translate.py script already given in the OpenNMT-py repo, i.e. use python translate.py -model model_name.pt -src data/src-test.txt -output pred.txt and that's fine, but how do I use…
charmander
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