Tensorflow driver : UNKNOWN ERROR (303)

It seems to come from a fallback from GPU to CPU processing. I am wondering if somehow the tensorflow-gpu package is getting installed versus the “regular” tensorflow.

Feedback on ConveRT Model + Rasa NLU

The data model is English Words Only–that may be a source of issue.
I also was going through the paper last night on ConveRT (I can never spell it right) and I noticed it uses sub word tokens but not character level embeddings so I bet spelling has a huge impact on performance. I was going to expe…

Pretty Close to what we had before, definitely helping our edge cases. (100+ intents)

"micro avg": {
    "precision": 0.9821576351418452,
    "recall": 0.9821576351418452,
    "f1-score": 0.9821576351418452,
    "support": 30209
},
"weighted avg": {
    "precision": 0.9818330519201…
}

Why does the first column mean in the evaluation confusion matrix?

It looks like your labels or data(for the confusion matrix) was not setup correctly. Every column should have a label. somehow it looks like you have 3 categories in labels but 3 categories in your confusion matrix.

Tiered models in NLU

With a large domain area to cover, many people resort to a multiple model to classify both intents and entities. For instance if I had a Chatbot for Reservations, my first model might decide if it was a hotel reservation or a restaurant reservation. From there I may have 2 sub models that are call…