Ways you can reduce the training time:
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Use a lesser value of the max_history parameter. Warning: This may impact performance adversely since the max_history parameter controls the dialogue history your model looks at to decide the next action.
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Restricting data augmentation done while training. You can configure it by setting the augmentation flag. refer this for more info.