| 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 |
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