| Started at: 13:07:42 | |
| norbert2, 0.001, 256 | |
| ({'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': 50104, '_commit_hash': 'f22bb47f536f62edfcd86ca9320ade990eafbe22'}, {}) | |
| Epoch: 0 | |
| Training loss: 0.29203572511672976 - MAE: 0.4185605652063043 | |
| Validation loss : 0.20290079547299278 - MAE: 0.3455509528402281 | |
| Epoch: 1 | |
| Training loss: 0.20370910704135894 - MAE: 0.34512545205719725 | |
| Validation loss : 0.18058336940076616 - MAE: 0.3245456262237876 | |
| Epoch: 2 | |
| Training loss: 0.1859086936712265 - MAE: 0.32826601535007893 | |
| Validation loss : 0.17307381166352165 - MAE: 0.3166332618810329 | |
| Epoch: 3 | |
| Training loss: 0.1757565474510193 - MAE: 0.3194243809752533 | |
| Validation loss : 0.1650606112347709 - MAE: 0.3097177455860293 | |
| Epoch: 4 | |
| Training loss: 0.17038145661354065 - MAE: 0.3124012787965599 | |
| Validation loss : 0.1609694245788786 - MAE: 0.3054813623818689 | |
| Epoch: 5 | |
| Training loss: 0.16121495842933656 - MAE: 0.30260754653397715 | |
| Validation loss : 0.1592115279701021 - MAE: 0.30372550751938654 | |
| Epoch: 6 | |
| Training loss: 0.16413364052772522 - MAE: 0.30532635951090464 | |
| Validation loss : 0.15721883045302498 - MAE: 0.30045129273330407 | |
| Epoch: 7 | |
| Training loss: 0.15969595968723296 - MAE: 0.30192885077315224 | |
| Validation loss : 0.15661187138822344 - MAE: 0.2997491487422971 | |
| Epoch: 8 | |
| Training loss: 0.15666726291179656 - MAE: 0.29833324755755447 | |
| Validation loss : 0.15392393701606327 - MAE: 0.2974819475926045 | |
| Epoch: 9 | |
| Training loss: 0.15374731242656708 - MAE: 0.29566034619320813 | |
| Validation loss : 0.15155919889609018 - MAE: 0.2955871184841888 | |
| Epoch: 10 | |
| Training loss: 0.15196440517902374 - MAE: 0.29395062352241813 | |
| Validation loss : 0.1518704816699028 - MAE: 0.29535742031867257 | |
| Epoch: 11 | |
| Training loss: 0.14995998084545137 - MAE: 0.29091456288550377 | |
| Validation loss : 0.14924502538310158 - MAE: 0.29317513193029937 | |
| Epoch: 12 | |
| Training loss: 0.14995479434728623 - MAE: 0.2908446813915522 | |
| Validation loss : 0.14824609375662273 - MAE: 0.2918560397551131 | |
| Epoch: 13 | |
| Training loss: 0.14749383240938185 - MAE: 0.28855871636879044 | |
| Validation loss : 0.14788946178224352 - MAE: 0.291098009006565 | |
| Epoch: 14 | |
| Training loss: 0.14847832500934602 - MAE: 0.29029853398295835 | |
| Validation loss : 0.14755769239531624 - MAE: 0.2906674587492677 | |
| Epoch: 15 | |
| Training loss: 0.1457054454088211 - MAE: 0.2867752289647588 | |
| Validation loss : 0.1465237620804045 - MAE: 0.2889665144788866 | |
| Epoch: 16 | |
| Training loss: 0.14561386078596114 - MAE: 0.2864018847568077 | |
| Validation loss : 0.1473146668738789 - MAE: 0.2897075528780163 | |
| Epoch: 17 | |
| Training loss: 0.14529074251651763 - MAE: 0.28484976301254417 | |
| Validation loss : 0.14853733198510277 - MAE: 0.29027575821825585 | |
| Epoch: 18 | |
| Training loss: 0.1441025146842003 - MAE: 0.28570497789569976 | |
| Validation loss : 0.14620079514053133 - MAE: 0.2894931309142325 | |
| Stopped after 18 epochs. | |
| Prediction MAE: 0.2738 | |
| Finished at: 13:07:42 | |
| Time taken: 1848 s. | |
| 0 days 0 hours 30 minutes 48 seconds | |
| Preds: [[1.3762223720550537], [1.5200443267822266], [1.5285069942474365], [1.433445692062378], [1.4712333679199219], [1.2225706577301025], [1.8480706214904785], [1.098798394203186], [1.4937529563903809], [1.418785572052002], [1.262885332107544], [1.4998297691345215], [1.4051592350006104], [1.1958136558532715], [1.1900335550308228], [1.564479112625122], [1.2757863998413086], [1.1992651224136353], [1.3218677043914795], [1.306325912475586], [1.5319299697875977], [1.433122158050537], [1.200772762298584], [1.36824369430542], [1.2837259769439697], [1.0901594161987305], [1.662764549255371], [1.6228915452957153], [1.2436153888702393], [1.3005181550979614], [1.2469384670257568], [1.1127129793167114], [1.5818088054656982], [1.2358075380325317], [1.122349500656128], [1.3921291828155518], [1.289713740348816], [1.4263615608215332], [1.2228281497955322], [1.5723766088485718], [1.302366018295288], [1.180897831916809], [1.3331029415130615], [1.4152212142944336], [1.4852344989776611], 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