rasa-core==0.11.3
rasa-core-sdk==0.11.3
rasa-nlu==0.13.2
Behave differently while running on CPU and GPU.
GPU: When I run the rasa_core.train is does not complain about endpoints server and runs without exception
2018-09-13 17:46:11 INFO root - Rasa process starting
2018-09-13 17:46:16 INFO rasa_nlu.components - Added 'nlp_spacy' to component cache. Key 'nlp_spacy-en'.
2018-09-13 17:46:16 WARNING py.warnings - /home/imran/mecosProviderBot/.provider/lib/python3.5/site-packages/rasa_nlu/extractors/entity_synonyms.py:85: UserWarning: Failed to load synonyms file from 'models/mecosProvider/current/mecosProviderModel/entity_synonyms.json'
"".format(entity_synonyms_file))
2018-09-13 17:46:17.122743: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:897] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero
2018-09-13 17:46:17.123544: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1405] Found device 0 with properties:
name: GeForce GTX 1080 Ti major: 6 minor: 1 memoryClockRate(GHz): 1.721
pciBusID: 0000:03:00.0
totalMemory: 10.92GiB freeMemory: 10.46GiB
2018-09-13 17:46:17.123577: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1484] Adding visible gpu devices: 0
2018-09-13 17:46:17.596420: I tensorflow/core/common_runtime/gpu/gpu_device.cc:965] Device interconnect StreamExecutor with strength 1 edge matrix:
2018-09-13 17:46:17.596475: I tensorflow/core/common_runtime/gpu/gpu_device.cc:971] 0
2018-09-13 17:46:17.596490: I tensorflow/core/common_runtime/gpu/gpu_device.cc:984] 0: N
2018-09-13 17:46:17.596911: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1097] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10120 MB memory) -> physical GPU (device: 0, name: GeForce GTX 1080 Ti, pci bus id: 0000:03:00.0, compute capability: 6.1)
2018-09-13 17:46:18 INFO tensorflow - Restoring parameters from models/mecosProvider/current/mecosProviderModel/intent_classifier_tensorflow_embedding.ckpt
Using TensorFlow backend.
2018-09-13 17:46:20.078089: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1484] Adding visible gpu devices: 0
2018-09-13 17:46:20.078162: I tensorflow/core/common_runtime/gpu/gpu_device.cc:965] Device interconnect StreamExecutor with strength 1 edge matrix:
2018-09-13 17:46:20.078174: I tensorflow/core/common_runtime/gpu/gpu_device.cc:971] 0
2018-09-13 17:46:20.078182: I tensorflow/core/common_runtime/gpu/gpu_device.cc:984] 0: N
2018-09-13 17:46:20.078376: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1097] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10120 MB memory) -> physical GPU (device: 0, name: GeForce GTX 1080 Ti, pci bus id: 0000:03:00.0, compute capability: 6.1)
2018-09-13 17:46:20 WARNING py.warnings - /home/imran/mecosProviderBot/.provider/lib/python3.5/site-packages/pykwalify/core.py:99: UnsafeLoaderWarning:
The default 'Loader' for 'load(stream)' without further arguments can be unsafe.
Use 'load(stream, Loader=ruamel.yaml.Loader)' explicitly if that is OK.
Alternatively include the following in your code:
import warnings
warnings.simplefilter('ignore', ruamel.yaml.error.UnsafeLoaderWarning)
In most other cases you should consider using 'safe_load(stream)'
data = yaml.load(stream)
2018-09-13 17:46:20 INFO root - Finished loading agent, starting input channel & server.
Bot loaded. Type a message and press enter:
open settings
2018-09-13 17:46:29 DEBUG rasa_core.tracker_store - Creating a new tracker for id 'default'.
2018-09-13 17:46:29 DEBUG rasa_core.processor - Received user message 'open settings' with intent '{'confidence': 0.9467852711677551, 'name': 'navigate.settings'}' and entities '[{'value': 'open', 'confidence': 0.9867447939418127, 'end': 4, 'extractor': 'ner_crf', 'entity': 'command', 'start': 0}, {'value': 'settings', 'confidence': 0.9034592359664564, 'end': 13, 'extractor': 'ner_crf', 'entity': 'settings', 'start': 5}]'
2018-09-13 17:46:29 DEBUG rasa_core.processor - Logged UserUtterance - tracker now has 4 events
2018-09-13 17:46:29 DEBUG rasa_core.processor - Current slot values:
settings: settings
weight_value: None
calendar: None
height: None
temperature_unit: Celsius
height_unit: in
inbox: None
waist_unit: in
measure_unit: None
height_length: None
waist_length: None
head_unit: None
diastolic: None
weight: None
pulse: None
pulse_rate: None
refill_requests: None
head_length: None
medication: None
systolic: None
head_circumference: None
command: open
number: None
waist: None
temperature_value: None
weight_unit: lbs
temperature_method: None
respiration_rate: None
respiration: None
patient-name: None
2018-09-13 17:46:29 DEBUG rasa_core.policies.memoization - Current tracker state [None, None, None, {'slot_waist_unit_0': 1.0, 'slot_height_unit_0': 1.0, 'slot_temperature_unit_0': 1.0, 'slot_weight_unit_0': 1.0}, {'slot_waist_unit_0': 1.0, 'entity_settings': 1.0, 'slot_command_0': 1.0, 'slot_weight_unit_0': 1.0, 'intent_navigate.settings': 1.0, 'entity_command': 1.0, 'slot_settings_0': 1.0, 'slot_height_unit_0': 1.0, 'slot_temperature_unit_0': 1.0, 'prev_action_listen': 1.0}]
2018-09-13 17:46:29 DEBUG rasa_core.policies.memoization - There is a memorised next action '5'
2018-09-13 17:46:29 DEBUG rasa_core.policies.ensemble - Predicted next action using policy_0_MemoizationPolicy
2018-09-13 17:46:29 DEBUG rasa_core.policies.ensemble - Predicted next action 'utter_navigate_settings' with prob 1.00.
2018-09-13 17:46:29 DEBUG rasa_core.processor - Action 'utter_navigate_settings' ended with events '[]'
2018-09-13 17:46:29 DEBUG rasa_core.processor - Bot utterance 'BotUttered(text: Opening settings., data: null)'
Opening settings.
2018-09-13 17:46:29 DEBUG rasa_core.policies.memoization - Current tracker state [None, None, {'slot_waist_unit_0': 1.0, 'slot_height_unit_0': 1.0, 'slot_temperature_unit_0': 1.0, 'slot_weight_unit_0': 1.0}, {'slot_waist_unit_0': 1.0, 'entity_settings': 1.0, 'slot_command_0': 1.0, 'slot_weight_unit_0': 1.0, 'intent_navigate.settings': 1.0, 'entity_command': 1.0, 'slot_settings_0': 1.0, 'slot_height_unit_0': 1.0, 'slot_temperature_unit_0': 1.0, 'prev_action_listen': 1.0}, {'slot_waist_unit_0': 1.0, 'entity_settings': 1.0, 'slot_command_0': 1.0, 'slot_weight_unit_0': 1.0, 'intent_navigate.settings': 1.0, 'entity_command': 1.0, 'slot_settings_0': 1.0, 'slot_height_unit_0': 1.0, 'slot_temperature_unit_0': 1.0, 'prev_utter_navigate_settings': 1.0}]
2018-09-13 17:46:29 DEBUG rasa_core.policies.memoization - There is a memorised next action '29'
2018-09-13 17:46:29 DEBUG rasa_core.policies.ensemble - Predicted next action using policy_0_MemoizationPolicy
2018-09-13 17:46:29 DEBUG rasa_core.policies.ensemble - Predicted next action 'action_slot_reset' with prob 1.00.
2018-09-13 17:46:29 DEBUG rasa_core.processor - Action 'action_slot_reset' ended with events '['AllSlotsReset()']'
2018-09-13 17:46:29 DEBUG rasa_core.policies.memoization - Current tracker state [None, {'slot_waist_unit_0': 1.0, 'slot_height_unit_0': 1.0, 'slot_temperature_unit_0': 1.0, 'slot_weight_unit_0': 1.0}, {'slot_waist_unit_0': 1.0, 'entity_settings': 1.0, 'slot_command_0': 1.0, 'slot_weight_unit_0': 1.0, 'intent_navigate.settings': 1.0, 'entity_command': 1.0, 'slot_settings_0': 1.0, 'slot_height_unit_0': 1.0, 'slot_temperature_unit_0': 1.0, 'prev_action_listen': 1.0}, {'slot_waist_unit_0': 1.0, 'entity_settings': 1.0, 'slot_command_0': 1.0, 'slot_weight_unit_0': 1.0, 'intent_navigate.settings': 1.0, 'entity_command': 1.0, 'slot_settings_0': 1.0, 'slot_height_unit_0': 1.0, 'slot_temperature_unit_0': 1.0, 'prev_utter_navigate_settings': 1.0}, {'slot_waist_unit_0': 1.0, 'entity_settings': 1.0, 'slot_weight_unit_0': 1.0, 'intent_navigate.settings': 1.0, 'entity_command': 1.0, 'slot_temperature_unit_0': 1.0, 'slot_height_unit_0': 1.0, 'prev_action_slot_reset': 1.0}]
2018-09-13 17:46:29 DEBUG rasa_core.policies.memoization - There is no memorised next action
2018-09-13 17:46:29 DEBUG rasa_core.policies.ensemble - Predicted next action using policy_1_KerasPolicy
2018-09-13 17:46:29 DEBUG rasa_core.policies.ensemble - Predicted next action 'action_listen' with prob 1.00.
2018-09-13 17:46:29 DEBUG rasa_core.processor - Action 'action_listen' ended with events '[]'`
CPU: rasa_core.train throws error
Bot loaded. Type a message and press enter (use '/stop' to exit):
open settings
2018-09-13 17:55:18 DEBUG rasa_core.tracker_store - Creating a new tracker for id 'default'.
2018-09-13 17:55:18 DEBUG rasa_core.processor - Received user message 'open settings' with intent '{'name': 'navigate.settings', 'confidence': 0.9427257180213928}' and entities '[{'start': 0, 'end': 4, 'value': 'open', 'entity': 'command', 'confidence': 0.9867447939418135, 'extractor': 'ner_crf'}, {'start': 5, 'end': 13, 'value': 'settings', 'entity': 'settings', 'confidence': 0.9034592359664569, 'extractor': 'ner_crf'}]'
2018-09-13 17:55:18 DEBUG rasa_core.processor - Logged UserUtterance - tracker now has 4 events
2018-09-13 17:55:18 DEBUG rasa_core.processor - Current slot values:
calendar: None
command: open
diastolic: None
head_circumference: None
head_length: None
head_unit: None
height: None
height_length: None
height_unit: in
inbox: None
measure_unit: None
medication: None
number: None
patient-name: None
pulse: None
pulse_rate: None
refill_requests: None
respiration: None
respiration_rate: None
settings: settings
systolic: None
temperature_method: None
temperature_unit: Celsius
temperature_value: None
waist: None
waist_length: None
waist_unit: in
weight: None
weight_unit: lbs
weight_value: None
2018-09-13 17:55:18 DEBUG rasa_core.policies.memoization - Current tracker state [None, None, None, {'slot_weight_unit_0': 1.0, 'slot_waist_unit_0': 1.0, 'slot_height_unit_0': 1.0, 'slot_temperature_unit_0': 1.0}, {'slot_height_unit_0': 1.0, 'intent_navigate.settings': 1.0, 'slot_command_0': 1.0, 'slot_weight_unit_0': 1.0, 'entity_settings': 1.0, 'slot_settings_0': 1.0, 'slot_waist_unit_0': 1.0, 'slot_temperature_unit_0': 1.0, 'entity_command': 1.0, 'prev_action_listen': 1.0}]
2018-09-13 17:55:18 DEBUG rasa_core.policies.memoization - There is a memorised next action '5'
2018-09-13 17:55:18 DEBUG rasa_core.policies.ensemble - Predicted next action using policy_1_MemoizationPolicy
2018-09-13 17:55:18 DEBUG rasa_core.processor - Predicted next action 'utter_navigate_settings' with prob 1.00.
2018-09-13 17:55:18 DEBUG rasa_core.processor - Action 'utter_navigate_settings' ended with events '[]'
2018-09-13 17:55:18 DEBUG rasa_core.processor - Bot utterance 'BotUttered(text: Opening settings., data: {
"elements": null,
"buttons": null,
"attachment": null
})'
2018-09-13 17:55:18 DEBUG rasa_core.policies.memoization - Current tracker state [None, None, {'slot_weight_unit_0': 1.0, 'slot_waist_unit_0': 1.0, 'slot_height_unit_0': 1.0, 'slot_temperature_unit_0': 1.0}, {'slot_height_unit_0': 1.0, 'intent_navigate.settings': 1.0, 'slot_command_0': 1.0, 'slot_weight_unit_0': 1.0, 'entity_settings': 1.0, 'slot_settings_0': 1.0, 'slot_waist_unit_0': 1.0, 'slot_temperature_unit_0': 1.0, 'entity_command': 1.0, 'prev_action_listen': 1.0}, {'slot_height_unit_0': 1.0, 'intent_navigate.settings': 1.0, 'slot_command_0': 1.0, 'slot_weight_unit_0': 1.0, 'entity_settings': 1.0, 'slot_settings_0': 1.0, 'slot_waist_unit_0': 1.0, 'slot_temperature_unit_0': 1.0, 'entity_command': 1.0, 'prev_utter_navigate_settings': 1.0}]
2018-09-13 17:55:18 DEBUG rasa_core.policies.memoization - There is a memorised next action '29'
Opening settings.
2018-09-13 17:55:18 DEBUG rasa_core.policies.ensemble - Predicted next action using policy_1_MemoizationPolicy
2018-09-13 17:55:18 DEBUG rasa_core.processor - Predicted next action 'action_slot_reset' with prob 1.00.
2018-09-13 17:55:18 ERROR rasa_core.processor - Encountered an exception while running action 'action_slot_reset'. Bot will continue, but the actions events are lost. Make sure to fix the exception in your custom code.
2018-09-13 17:55:18 ERROR rasa_core.processor - The model predicted the custom action 'action_slot_reset' but you didn't configure an endpoint to run this custom action. Please take a look at the docs and set an endpoint configuration. https://rasa.com/docs/core/customactions/
Traceback (most recent call last):
File "/usr/local/Cellar/python3/3.6.2/Frameworks/Python.framework/Versions/3.6/lib/python3.6/site-packages/rasa_core/processor.py", line 319, in _run_action
events = action.run(dispatcher, tracker, self.domain)
File "/usr/local/Cellar/python3/3.6.2/Frameworks/Python.framework/Versions/3.6/lib/python3.6/site-packages/rasa_core/actions/action.py", line 306, in run
"".format(self.name(), DOCS_BASE_URL))
Exception: The model predicted the custom action 'action_slot_reset' but you didn't configure an endpoint to run this custom action. Please take a look at the docs and set an endpoint configuration. https://rasa.com/docs/core/customactions/
2018-09-13 17:55:18 DEBUG rasa_core.processor - Action 'action_slot_reset' ended with events '[]'
2018-09-13 17:55:18 DEBUG rasa_core.policies.memoization - Current tracker state [None, {'slot_weight_unit_0': 1.0, 'slot_waist_unit_0': 1.0, 'slot_height_unit_0': 1.0, 'slot_temperature_unit_0': 1.0}, {'slot_height_unit_0': 1.0, 'intent_navigate.settings': 1.0, 'slot_command_0': 1.0, 'slot_weight_unit_0': 1.0, 'entity_settings': 1.0, 'slot_settings_0': 1.0, 'slot_waist_unit_0': 1.0, 'slot_temperature_unit_0': 1.0, 'entity_command': 1.0, 'prev_action_listen': 1.0}, {'slot_height_unit_0': 1.0, 'intent_navigate.settings': 1.0, 'slot_command_0': 1.0, 'slot_weight_unit_0': 1.0, 'entity_settings': 1.0, 'slot_settings_0': 1.0, 'slot_waist_unit_0': 1.0, 'slot_temperature_unit_0': 1.0, 'entity_command': 1.0, 'prev_utter_navigate_settings': 1.0}, {'slot_height_unit_0': 1.0, 'intent_navigate.settings': 1.0, 'slot_command_0': 1.0, 'slot_weight_unit_0': 1.0, 'entity_settings': 1.0, 'slot_settings_0': 1.0, 'slot_waist_unit_0': 1.0, 'prev_action_slot_reset': 1.0, 'slot_temperature_unit_0': 1.0, 'entity_command': 1.0}]
2018-09-13 17:55:18 DEBUG rasa_core.policies.memoization - There is a memorised next action '0'
2018-09-13 17:55:18 DEBUG rasa_core.policies.ensemble - Predicted next action using policy_1_MemoizationPolicy
2018-09-13 17:55:18 DEBUG rasa_core.processor - Predicted next action 'action_listen' with prob 1.00.
2018-09-13 17:55:18 DEBUG rasa_core.processor - Action 'action_listen' ended with events '[]'
127.0.0.1 - - [2018-09-13 17:55:18] "POST /webhooks/rest/webhook?stream=true&token= HTTP/1.1" 200 185 0.320074