Started at: 08:03:19 norbert, 0.001, 320 ({'architectures': ['BertForMaskedLM'], 'attention_probs_dropout_prob': 0.1, 'hidden_act': 'gelu', 'hidden_dropout_prob': 0.1, 'hidden_size': 768, 'initializer_range': 0.02, 'intermediate_size': 3072, 'max_position_embeddings': 512, 'model_type': 'bert', 'num_attention_heads': 12, 'num_hidden_layers': 12, 'type_vocab_size': 2, 'vocab_size': 32922, '_commit_hash': '075d4e3705390691013e859faffc5696d071e33b'}, {}) Epoch: 0 Training loss: 0.5677837982773781 - MAE: 0.6071012370307216 Validation loss : 0.20541623021875108 - MAE: 0.3553821039391285 Epoch: 1 Training loss: 0.20585036724805833 - MAE: 0.3435565766713197 Validation loss : 0.20508961379528046 - MAE: 0.35595161265108854 Epoch: 2 Training loss: 0.18047694116830826 - MAE: 0.3226156020038149 Validation loss : 0.1755553654261998 - MAE: 0.3231481818337888 Epoch: 3 Training loss: 0.17075181305408477 - MAE: 0.31363742646216203 Validation loss : 0.17132872768810817 - MAE: 0.3185453978044612 Epoch: 4 Training loss: 0.16742072626948357 - MAE: 0.310234020655618 Validation loss : 0.16898912404264724 - MAE: 0.31608206268678873 Epoch: 5 Training loss: 0.16419674679636956 - MAE: 0.3067915436016256 Validation loss : 0.16652749053069524 - MAE: 0.31254405791166223 Epoch: 6 Training loss: 0.161722569167614 - MAE: 0.30472125991941457 Validation loss : 0.16518973452704294 - MAE: 0.31099441861049065 Epoch: 7 Training loss: 0.16122283563017845 - MAE: 0.30372485382572223 Validation loss : 0.16410291833536966 - MAE: 0.30985283497720256 Epoch: 8 Training loss: 0.1606612280011177 - MAE: 0.3034584368058747 Validation loss : 0.16292419178145273 - MAE: 0.3081625656416393 Epoch: 9 Training loss: 0.15927293449640273 - MAE: 0.30205701486209247 Validation loss : 0.16244180713381087 - MAE: 0.30794590258890475 Epoch: 10 Training loss: 0.15609777495265006 - MAE: 0.2989383894238924 Validation loss : 0.16141763968127115 - MAE: 0.3065149170765169 Epoch: 11 Training loss: 0.1561540775001049 - MAE: 0.2985552641022635 Validation loss : 0.16073173497404372 - MAE: 0.30570570883701986 Epoch: 12 Training loss: 0.1551702544093132 - MAE: 0.2968911396481589 Validation loss : 0.16021225707871573 - MAE: 0.30518808422069765 Epoch: 13 Training loss: 0.1527077190577984 - MAE: 0.2943688283146968 Validation loss : 0.15980427605765207 - MAE: 0.3050297453459748 Epoch: 14 Training loss: 0.1537693753838539 - MAE: 0.29611581920427776 Validation loss : 0.1592416518500873 - MAE: 0.3044232209457301 Epoch: 15 Training loss: 0.15109143629670144 - MAE: 0.29332215256492095 Validation loss : 0.15838797922645295 - MAE: 0.3030250668740604 Epoch: 16 Training loss: 0.152120054140687 - MAE: 0.2936483373390902 Validation loss : 0.1587892887847764 - MAE: 0.30440914486462783 Epoch: 17 Training loss: 0.15156445950269698 - MAE: 0.29244372400885443 Validation loss : 0.1583419985004834 - MAE: 0.3039194700887613 Epoch: 18 Training loss: 0.1510380856692791 - MAE: 0.29228889370790057 Validation loss : 0.1578818719301905 - MAE: 0.30315780427375344 Stopped after 18 epochs. Prediction MAE: 0.2911 Finished at: 08:03:19 Time taken: 1448 s. 0 days 0 hours 24 minutes 8 seconds Preds: [[1.3192386627197266], [1.548565149307251], [1.5988267660140991], [1.6383639574050903], [1.2870969772338867], [1.469885230064392], [1.4608737230300903], [1.4411178827285767], [1.4508014917373657], [1.3406769037246704], [1.325478434562683], [1.4539343118667603], [1.4758490324020386], [1.2954859733581543], [1.3246408700942993], [1.6329036951065063], [1.4020785093307495], [1.5136502981185913], [1.3187350034713745], [1.3968620300292969], [1.5334478616714478], [1.4847410917282104], [1.493911862373352], [1.5118666887283325], [1.2275612354278564], [1.3001924753189087], [1.6779309511184692], [1.4152365922927856], [1.1474754810333252], [1.4412785768508911], [1.5284172296524048], [1.2470115423202515], [1.482176423072815], [1.4071532487869263], [1.3419504165649414], [1.3873405456542969], [1.3760639429092407], [1.4636809825897217], [1.4021121263504028], [1.4797707796096802], 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