| Started at: 03:40:57 | |
| nb-bert-base, 0.0005, 256 | |
| ({'_name_or_path': '/disk4/folder1/working/checkpoints/huggingface/native_pytorch/step4_8/', 'attention_probs_dropout_prob': 0.1, 'directionality': 'bidi', 'gradient_checkpointing': False, 'hidden_act': 'gelu', 'hidden_dropout_prob': 0.1, 'hidden_size': 768, 'initializer_range': 0.02, 'intermediate_size': 3072, 'layer_norm_eps': 1e-12, 'max_position_embeddings': 512, 'model_type': 'bert', 'num_attention_heads': 12, 'num_hidden_layers': 12, 'pad_token_id': 0, 'pooler_fc_size': 768, 'pooler_num_attention_heads': 12, 'pooler_num_fc_layers': 3, 'pooler_size_per_head': 128, 'pooler_type': 'first_token_transform', 'position_embedding_type': 'absolute', 'type_vocab_size': 2, 'vocab_size': 119547, '_commit_hash': '82b194c0b3ea1fcad65f1eceee04adb26f9f71ac'}, {}) | |
| Epoch: 0 | |
| Training loss: 0.5677340924739838 - MAE: 0.60487809090017 | |
| Validation loss : 0.23352964222431183 - MAE: 0.3776456491197715 | |
| Epoch: 1 | |
| Training loss: 0.211415154337883 - MAE: 0.35047762708538605 | |
| Validation loss : 0.1891876326666938 - MAE: 0.33855495600347363 | |
| Epoch: 2 | |
| Training loss: 0.18255776941776275 - MAE: 0.3263946848117992 | |
| Validation loss : 0.17488693197568259 - MAE: 0.324014019692396 | |
| Epoch: 3 | |
| Training loss: 0.17663164615631102 - MAE: 0.3213688729357442 | |
| Validation loss : 0.1689797904756334 - MAE: 0.3173844659675301 | |
| Epoch: 4 | |
| Training loss: 0.17033985614776612 - MAE: 0.3149647273243104 | |
| Validation loss : 0.1645075430472692 - MAE: 0.31221687399700637 | |
| Epoch: 5 | |
| Training loss: 0.16802530705928803 - MAE: 0.3103016706953497 | |
| Validation loss : 0.16092399259408316 - MAE: 0.30785328443855586 | |
| Epoch: 6 | |
| Training loss: 0.1652166163921356 - MAE: 0.3072631481373452 | |
| Validation loss : 0.1579858892493778 - MAE: 0.3041756306219153 | |
| Epoch: 7 | |
| Training loss: 0.1611951297521591 - MAE: 0.3040064670066322 | |
| Validation loss : 0.15589223305384317 - MAE: 0.3016057138012 | |
| Epoch: 8 | |
| Training loss: 0.1604407897591591 - MAE: 0.30210954879807367 | |
| Validation loss : 0.15407241880893707 - MAE: 0.2994742231593119 | |
| Epoch: 9 | |
| Training loss: 0.15695342183113098 - MAE: 0.2995984549090122 | |
| Validation loss : 0.15247448450989193 - MAE: 0.2973343254421447 | |
| Epoch: 10 | |
| Training loss: 0.15692685663700104 - MAE: 0.2992474598365111 | |
| Validation loss : 0.1515914781226052 - MAE: 0.296606720549647 | |
| Epoch: 11 | |
| Training loss: 0.15474290132522583 - MAE: 0.2961668716582358 | |
| Validation loss : 0.15046894881460401 - MAE: 0.29513098748572625 | |
| Epoch: 12 | |
| Training loss: 0.1539781841635704 - MAE: 0.29649195234853026 | |
| Validation loss : 0.14925880399015215 - MAE: 0.2936556207082287 | |
| Epoch: 13 | |
| Training loss: 0.15450319677591323 - MAE: 0.29520063767930316 | |
| Validation loss : 0.14894542263613808 - MAE: 0.2935019541121757 | |
| Epoch: 14 | |
| Training loss: 0.15286787629127502 - MAE: 0.2943439463751644 | |
| Validation loss : 0.1477973610162735 - MAE: 0.29191478295607276 | |
| Epoch: 15 | |
| Training loss: 0.1531592434644699 - MAE: 0.29430287701208 | |
| Validation loss : 0.1476388391521242 - MAE: 0.2920633428079277 | |
| Epoch: 16 | |
| Training loss: 0.15167345315217973 - MAE: 0.29258996953499217 | |
| Validation loss : 0.14803474479251438 - MAE: 0.2929113972941257 | |
| Epoch: 17 | |
| Training loss: 0.1503800031542778 - MAE: 0.29325265031725023 | |
| Validation loss : 0.14647293090820312 - MAE: 0.2907279538492962 | |
| Epoch: 18 | |
| Training loss: 0.1504460257291794 - MAE: 0.2919033857168971 | |
| Validation loss : 0.14578655693266127 - MAE: 0.28948453123785484 | |
| Epoch: 19 | |
| Training loss: 0.14724550724029542 - MAE: 0.2891488264820438 | |
| Validation loss : 0.14527090224954817 - MAE: 0.28896272437455567 | |
| Prediction MAE: 0.2786 | |
| Finished at: 03:40:57 | |
| Time taken: 6238 s. | |
| 0 days 1 hours 43 minutes 58 seconds | |
| Preds: [[1.362219214439392], [1.6430132389068604], [1.608408808708191], [1.564698338508606], [1.6327060461044312], [1.4841639995574951], [1.8277907371520996], [1.447438359260559], [1.3757461309432983], [1.5140315294265747], [1.427524447441101], [1.28130042552948], [1.355018973350525], [1.3583030700683594], [1.3287785053253174], [1.5097140073776245], [1.3408631086349487], [1.367897391319275], [1.407159447669983], [1.2315380573272705], [1.490085244178772], [1.679895043373108], [1.395447015762329], [1.4912933111190796], [1.2957584857940674], [1.2594019174575806], [1.6957043409347534], [1.620961308479309], [1.4391568899154663], [1.4235541820526123], [1.4884533882141113], [1.2704211473464966], [1.4766972064971924], [1.4325482845306396], [1.3010238409042358], [1.4312381744384766], [1.3502339124679565], [1.5491043329238892], [1.2084511518478394], [1.4951006174087524], [1.4029258489608765], [1.2854045629501343], [1.523087501525879], [1.5089267492294312], [1.3888963460922241], 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