Hi, I have noticed that RASA is very slow when it comes to persisting and loading models on windows 10 (see below where it’s taken three minutes to load a 20Meg gz file).
2020-11-19 15:11:40 DEBUG rasa.model - Extracted model to ‘C:\Users\XXXX\AppData\Local\Temp\tmpxphq0yr_’. 2020-11-19 15:11:41 DEBUG rasa.utils.tensorflow.models - Loading the model … 2020-11-19 15:14:13 DEBUG rasa.nlu.classifiers.diet_classifier - Following metrics will be logged during training: 2020-11-19 15:14:13 DEBUG rasa.nlu.classifiers.diet_classifier - t_loss (total loss) 2020-11-19 15:14:13 DEBUG rasa.nlu.classifiers.diet_classifier - i_acc (intent acc)
Whereas the same model takes less than a second on WSL (linux) on the same machine!
2020-11-19 15:19:20 INFO root - Starting Rasa server on http://localhost:5005 2020-11-19 15:19:20 DEBUG rasa.core.utils - Using the default number of Sanic workers (1). 2020-11-19 15:19:20 DEBUG rasa.model - Extracted model to ‘/tmp/tmpmoktnc3i’. 2020-11-19 15:19:21 INFO root - Enabling coroutine debugging. Loop id 103994272. 2020-11-19 15:19:21 DEBUG rasa.model - Extracted model to ‘/tmp/tmpdp3klg_1’. 2020-11-19 15:19:22 DEBUG rasa.utils.tensorflow.models - Loading the model … 2020-11-19 15:19:22 DEBUG rasa.nlu.classifiers.diet_classifier - Following metrics will be logged during training: 2020-11-19 15:19:22 DEBUG rasa.nlu.classifiers.diet_classifier - t_loss (total loss) 2020-11-19 15:19:22 DEBUG rasa.nlu.classifiers.diet_classifier - i_acc (intent acc) 2020-11-19 15:19:22 DEBUG rasa.nlu.classifiers.diet_classifier - i_loss (intent loss) 2020-11-19 15:19:22 DEBUG rasa.nlu.classifiers.diet_classifier - e_f1 (entity f1) 2020-11-19 15:19:22 DEBUG rasa.nlu.classifiers.diet_classifier - e_loss (entity loss) 2020-11-19 15:19:22 DEBUG rasa.utils.tensorflow.models - Finished loading the model. 2020-11-19 15:19:22 DEBUG rasa.utils.tensorflow.models - Building tensorflow prediction graph… 2020-11-19 15:19:23 DEBUG rasa.utils.tensorflow.models - Finished building tensorflow prediction graph. 2020-11-19 15:19:23 DEBUG rasa.core.tracker_store - Connected to InMemoryTrackerStore. 2020-11-19 15:19:23 DEBUG rasa.core.lock_store - Connected to lock store ‘InMemoryLockStore’. 2020-11-19 15:19:23 DEBUG rasa.model - Extracted model to ‘/tmp/tmpvp6ffkzh’. 2020-11-19 15:19:23 DEBUG rasa.core.nlg.generator - Instantiated NLG to ‘TemplatedNaturalLanguageGenerator’. 2020-11-19 15:19:23 INFO root - Rasa server is up and running.
Any idea what’s going on?