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Although the provided model is a classif tf.keras model, you could try to train it the usual tf.keras way. In order to match the articles method you would probably also need to implement / find a tf.keras implementation of their multi task loss
And how long time it takes to train a model?
Do you train the model on a single GPU or multi GPUs?
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