FAQ: Generating Text with Deep Learning - Setup for Testing

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This community-built FAQ covers the “Setup for Testing” exercise from the lesson “Generating Text with Deep Learning”.

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This exercise can be found in the following Codecademy content:

Natural Language Processing

FAQs on the exercise Setup for Testing

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Hi there, on part 5 onwards on this exercise I keep getting the following error:

E tensorflow/stream_executor/cuda/cuda_driver.cc:313] failed call to cuInit: UNKNOWN ERROR (303)

I tried this on 2 different devices - one running Windows and one MacOS, the issue is there on both. I have Tensorflow installed, as well as the Cuda Toolkit. I ran out of ideas how to fix this and it’s really frustrating since I am almost at the end of the course.

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I must say that I really like the way CC is teaching, but this course is somehow a mess. I think they should try to include much more visualisation. I’m really unsatisfied with my outcomes of the course. It was more like following instructions without having any clue what you are doing. I would prefer to go in really small steps (even if it takes twice the time) but get a good and knowledge-foundated set of new skills.

5 Likes
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I’m still struggling to understand why would we need to redefine another model and not use the previous one?

I get that the previous model uses teacher forcing to speed up convergence & training, and this one doesn’t apply teacher forcing because we don’t know the “ground truth” of the text data is. But isn’t that the point of training the previous model? Please elaborate if anyone understands :slight_smile:

2 Likes