tensorflow / tensorflow/recommenders

model.summary() report errors

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Python
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Description

Hi thanks for writing this amazing package!

I'm trying to follow the tutorial codes for item retrieval: https://www.tensorflow.org/recommenders/examples/basic_retrieval
After fitting the model, I'm trying to see the detail information of the model, so I write model.summary(), however it shows

ValueError Traceback (most recent call last)
in
----> 1 model.summary()

/usr/local/lib/python3.8/site-packages/keras/engine/training.py in summary(self, line_length, positions, print_fn, expand_nested, show_trainable)
2867 """
2868 if not self.built:
-> 2869 raise ValueError(
2870 'This model has not yet been built. '
2871 'Build the model first by calling build() or by calling '

ValueError: This model has not yet been built. Build the model first by calling build() or by calling the model on a batch of data.

Though the model has been trained successfully, I'm wondering if it is a bug or the model type does not support model.summary()? Thanks.

Contributor guide

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First steps

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Research direction

Reproduce the behavior using the TensorFlow Recommenders basic retrieval tutorial, then call model.summary() after fitting as described. Compare the resulting traceback with Keras' summary implementation in keras/engine/training.py and determine whether this model is expected to be built before summary can run. Done means documenting or fixing the observed behavior and verifying the tutorial flow.

Written by the indexing model from the issue text.

Assessment

Tech stack
python, tensorflow
Domain
machine-learning
Issue type
Bug
Difficulty
3/5
Estimated time
1-2 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
35/100

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