| Visible device: cuda | |
| Seed used: 0 | |
| Vectorizer: Data set used is multiwoz21 | |
| Start training | |
| Epoch: 0 | |
| Precision: 0 | |
| Recall: 0 | |
| F1: 0 | |
| Best Precision: 0.0 | |
| Best Recall: 0.0 | |
| Best F1: 0.0 | |
| Epoch: 1 | |
| Precision: 0 | |
| Recall: 0 | |
| F1: 0 | |
| Best Precision: 0.0 | |
| Best Recall: 0.0 | |
| Best F1: 0.0 | |
| Epoch: 2 | |
| Average actions: 3.803938627243042 | |
| Average target actions: 2.6072394847869873 | |
| Precision: 0.36443668246783334 | |
| Recall: 0.5317489209007229 | |
| F1: 0.43247472824937616 | |
| <<dialog policy>> epoch 2: saved network to mdl | |
| Best Precision: 0.36443668246783334 | |
| Best Recall: 0.5317489209007229 | |
| Best F1: 0.43247472824937616 | |
| Epoch: 3 | |
| Precision: 0.36443668246783334 | |
| Recall: 0.5317489209007229 | |
| F1: 0.43247472824937616 | |
| Best Precision: 0.36443668246783334 | |
| Best Recall: 0.5317489209007229 | |
| Best F1: 0.43247472824937616 | |
| Epoch: 4 | |
| Average actions: 4.113307952880859 | |
| Average target actions: 2.6075873374938965 | |
| Precision: 0.3832530835696854 | |
| Recall: 0.6043475999791981 | |
| F1: 0.46905208774797685 | |
| <<dialog policy>> epoch 4: saved network to mdl | |
| Best Precision: 0.3832530835696854 | |
| Best Recall: 0.6043475999791981 | |
| Best F1: 0.46905208774797685 | |
| Epoch: 5 | |
| Precision: 0.3832530835696854 | |
| Recall: 0.6043475999791981 | |
| F1: 0.46905208774797685 | |
| Best Precision: 0.3832530835696854 | |
| Best Recall: 0.6043475999791981 | |
| Best F1: 0.46905208774797685 | |
| Epoch: 6 | |
| Average actions: 4.202342510223389 | |
| Average target actions: 2.6075873374938965 | |
| Precision: 0.3931234866828087 | |
| Recall: 0.6332622601279317 | |
| F1: 0.4851007887817704 | |
| <<dialog policy>> epoch 6: saved network to mdl | |
| Best Precision: 0.3931234866828087 | |
| Best Recall: 0.6332622601279317 | |
| Best F1: 0.4851007887817704 | |
| Epoch: 7 | |
| Precision: 0.3931234866828087 | |
| Recall: 0.6332622601279317 | |
| F1: 0.4851007887817704 | |
| Best Precision: 0.3931234866828087 | |
| Best Recall: 0.6332622601279317 | |
| Best F1: 0.4851007887817704 | |
| Epoch: 8 | |
| Average actions: 4.356949806213379 | |
| Average target actions: 2.6075873374938965 | |
| Precision: 0.3951788491446345 | |
| Recall: 0.6607207863123408 | |
| F1: 0.4945600342552405 | |
| <<dialog policy>> epoch 8: saved network to mdl | |
| Best Precision: 0.3951788491446345 | |
| Best Recall: 0.6607207863123408 | |
| Best F1: 0.4945600342552405 | |
| Epoch: 9 | |
| Precision: 0.3951788491446345 | |
| Recall: 0.6607207863123408 | |
| F1: 0.4945600342552405 | |
| Best Precision: 0.3951788491446345 | |
| Best Recall: 0.6607207863123408 | |
| Best F1: 0.4945600342552405 | |
| Epoch: 10 | |
| Average actions: 4.292381763458252 | |
| Average target actions: 2.6075873374938965 | |
| Precision: 0.4069264069264069 | |
| Recall: 0.6697176140204899 | |
| F1: 0.5062504913908326 | |
| <<dialog policy>> epoch 10: saved network to mdl | |
| Best Precision: 0.4069264069264069 | |
| Best Recall: 0.6697176140204899 | |
| Best F1: 0.5062504913908326 | |
| Epoch: 11 | |
| Precision: 0.4069264069264069 | |
| Recall: 0.6697176140204899 | |
| F1: 0.5062504913908326 | |
| Best Precision: 0.4069264069264069 | |
| Best Recall: 0.6697176140204899 | |
| Best F1: 0.5062504913908326 | |
| Epoch: 12 | |
| Average actions: 4.411757946014404 | |
| Average target actions: 2.608457088470459 | |
| Precision: 0.4065842862412394 | |
| Recall: 0.6878672837901086 | |
| F1: 0.5110797704835687 | |
| <<dialog policy>> epoch 12: saved network to mdl | |
| Best Precision: 0.4069264069264069 | |
| Best Recall: 0.6878672837901086 | |
| Best F1: 0.5110797704835687 | |
| Epoch: 13 | |
| Precision: 0.4065842862412394 | |
| Recall: 0.6878672837901086 | |
| F1: 0.5110797704835687 | |
| Best Precision: 0.4069264069264069 | |
| Best Recall: 0.6878672837901086 | |
| Best F1: 0.5110797704835687 | |
| Epoch: 14 | |
| Average actions: 4.343286514282227 | |
| Average target actions: 2.608804702758789 | |
| Precision: 0.4146211979264256 | |
| Recall: 0.6904675230121171 | |
| F1: 0.5181167196737625 | |
| <<dialog policy>> epoch 14: saved network to mdl | |
| Best Precision: 0.4146211979264256 | |
| Best Recall: 0.6904675230121171 | |
| Best F1: 0.5181167196737625 | |
| Epoch: 15 | |
| Precision: 0.4146211979264256 | |
| Recall: 0.6904675230121171 | |
| F1: 0.5181167196737625 | |
| Best Precision: 0.4146211979264256 | |
| Best Recall: 0.6904675230121171 | |
| Best F1: 0.5181167196737625 | |
| Epoch: 16 | |
| Average actions: 4.276244640350342 | |
| Average target actions: 2.608457088470459 | |
| Precision: 0.4216435662406039 | |
| Recall: 0.6913516043476 | |
| F1: 0.5238189053942235 | |
| <<dialog policy>> epoch 16: saved network to mdl | |
| Best Precision: 0.4216435662406039 | |
| Best Recall: 0.6913516043476 | |
| Best F1: 0.5238189053942235 | |
| Epoch: 17 | |
| Precision: 0.4216435662406039 | |
| Recall: 0.6913516043476 | |
| F1: 0.5238189053942235 | |
| Best Precision: 0.4216435662406039 | |
| Best Recall: 0.6913516043476 | |
| Best F1: 0.5238189053942235 | |
| Epoch: 18 | |
| Average actions: 4.305194854736328 | |
| Average target actions: 2.6089789867401123 | |
| Precision: 0.4217372134038801 | |
| Recall: 0.6963960684382964 | |
| F1: 0.5253329671838528 | |
| <<dialog policy>> epoch 18: saved network to mdl | |
| Best Precision: 0.4217372134038801 | |
| Best Recall: 0.6963960684382964 | |
| Best F1: 0.5253329671838528 | |
| Epoch: 19 | |
| Precision: 0.4217372134038801 | |
| Recall: 0.6963960684382964 | |
| F1: 0.5253329671838528 | |
| Best Precision: 0.4217372134038801 | |
| Best Recall: 0.6963960684382964 | |
| Best F1: 0.5253329671838528 | |
| Epoch: 20 | |
| Average actions: 4.321138858795166 | |
| Average target actions: 2.6060221195220947 | |
| Precision: 0.42330383480825956 | |
| Recall: 0.7014925373134329 | |
| F1: 0.5279968685781387 | |
| <<dialog policy>> epoch 20: saved network to mdl | |
| Best Precision: 0.42330383480825956 | |
| Best Recall: 0.7014925373134329 | |
| Best F1: 0.5279968685781387 | |
| Epoch: 21 | |
| Precision: 0.42330383480825956 | |
| Recall: 0.7014925373134329 | |
| F1: 0.5279968685781387 | |
| Best Precision: 0.42330383480825956 | |
| Best Recall: 0.7014925373134329 | |
| Best F1: 0.5279968685781387 | |
| Epoch: 22 | |
| Average actions: 4.332869529724121 | |
| Average target actions: 2.6077613830566406 | |
| Precision: 0.42460478948192204 | |
| Recall: 0.7053928961464455 | |
| F1: 0.5301129479813969 | |
| <<dialog policy>> epoch 22: saved network to mdl | |
| Best Precision: 0.42460478948192204 | |
| Best Recall: 0.7053928961464455 | |
| Best F1: 0.5301129479813969 | |
| Epoch: 23 | |
| Precision: 0.42460478948192204 | |
| Recall: 0.7053928961464455 | |
| F1: 0.5301129479813969 | |
| Best Precision: 0.42460478948192204 | |
| Best Recall: 0.7053928961464455 | |
| Best F1: 0.5301129479813969 | |