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Started at: 16:43:45 |
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({'_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'}, {}) |
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Epoch: 0 |
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Training loss: 0.20329919241860434 - MSE: 0.3402557295436599 |
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Validation loss : 0.18580390038815411 - MSE: 0.3241432956664492 |
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Epoch: 1 |
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Training loss: 0.1732676090095854 - MSE: 0.31724595576337034 |
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Validation loss : 0.16568760144891162 - MSE: 0.31341614153228575 |
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Epoch: 2 |
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Training loss: 0.16030060382663902 - MSE: 0.3035005222248579 |
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Validation loss : 0.1516422192481431 - MSE: 0.2875130449669631 |
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Epoch: 3 |
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Training loss: 0.1554781354509937 - MSE: 0.2979727920176376 |
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Validation loss : 0.14750216573928343 - MSE: 0.28489314670482657 |
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Epoch: 4 |
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Training loss: 0.15081479527094038 - MSE: 0.2927710830201153 |
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Validation loss : 0.14724563451653178 - MSE: 0.2861008250329437 |
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Epoch: 5 |
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Training loss: 0.1466910548621628 - MSE: 0.28974043263491844 |
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Validation loss : 0.14556188587889526 - MSE: 0.28255917721777324 |
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Epoch: 6 |
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Training loss: 0.1464147042048159 - MSE: 0.28871972411446317 |
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Validation loss : 0.14734464714472945 - MSE: 0.2857798778567098 |
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Epoch: 7 |
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Training loss: 0.14595557395652467 - MSE: 0.28856819400962264 |
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Validation loss : 0.1446235611131697 - MSE: 0.28117785966411335 |
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Epoch: 8 |
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Training loss: 0.1449509447601241 - MSE: 0.2885284100938226 |
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Validation loss : 0.1455823565748605 - MSE: 0.2817915015842891 |
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Epoch: 9 |
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Training loss: 0.1447959460771931 - MSE: 0.2872239444923332 |
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Validation loss : 0.14529388951081218 - MSE: 0.2819837225561805 |
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Epoch: 10 |
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Training loss: 0.14472211318724046 - MSE: 0.28719455320410664 |
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Validation loss : 0.14937494666964718 - MSE: 0.2843606734781727 |
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Epoch: 11 |
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Training loss: 0.144088552139586 - MSE: 0.28760964775038966 |
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Validation loss : 0.14968568538174484 - MSE: 0.2861486726980596 |
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Epoch: 12 |
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Training loss: 0.14606445747886213 - MSE: 0.28844804390686263 |
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Validation loss : 0.1448706823090712 - MSE: 0.28046784730610597 |
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Epoch: 13 |
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Training loss: 0.14478144813612634 - MSE: 0.2881406565554036 |
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Validation loss : 0.15223626566655707 - MSE: 0.28788476966778725 |
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Epoch: 14 |
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Training loss: 0.13903559124106682 - MSE: 0.28273852721941334 |
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Validation loss : 0.14466467048182632 - MSE: 0.2818046804860061 |
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Epoch: 15 |
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Training loss: 0.14228089620846177 - MSE: 0.28594855431899785 |
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Validation loss : 0.14179454258445537 - MSE: 0.279193046159515 |
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Epoch: 16 |
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Training loss: 0.13887919387236464 - MSE: 0.2823545795451341 |
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Validation loss : 0.14775521138852293 - MSE: 0.28455426443221177 |
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Epoch: 17 |
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Training loss: 0.13864240927744637 - MSE: 0.28109458266700194 |
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Validation loss : 0.14809496587876117 - MSE: 0.28279495799750376 |
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Epoch: 18 |
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Training loss: 0.1387332887365128 - MSE: 0.28150766164938196 |
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Validation loss : 0.14517276073721322 - MSE: 0.28345849166153503 |
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Epoch: 19 |
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Training loss: 0.13895187230052683 - MSE: 0.283011639691845 |
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Validation loss : 0.13953923958946357 - MSE: 0.2801639866984212 |
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Epoch: 20 |
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Training loss: 0.13918349640396646 - MSE: 0.2821651974106403 |
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Validation loss : 0.13979203293495107 - MSE: 0.27861376313959874 |
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Epoch: 21 |
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Training loss: 0.14063993230613356 - MSE: 0.28420372002952893 |
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Validation loss : 0.13928090024626616 - MSE: 0.27858824725509246 |
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Epoch: 22 |
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Training loss: 0.1396664222182356 - MSE: 0.2826851016305493 |
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Validation loss : 0.14619293684760729 - MSE: 0.28350754677889844 |
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Epoch: 23 |
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Training loss: 0.1393597536734518 - MSE: 0.2831695874891608 |
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Validation loss : 0.15760497906894394 - MSE: 0.2929710551416292 |
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Epoch: 24 |
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Training loss: 0.14330284036506857 - MSE: 0.2854830684384262 |
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Validation loss : 0.13994943711793784 - MSE: 0.27753756844449295 |
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Epoch: 25 |
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Training loss: 0.13945241206264133 - MSE: 0.2826231307316076 |
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Validation loss : 0.14450635089341438 - MSE: 0.2799117028245645 |
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Epoch: 26 |
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Training loss: 0.1400487285655767 - MSE: 0.2827613417904652 |
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Validation loss : 0.14119875927766165 - MSE: 0.2802039488934804 |
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Epoch: 27 |
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Training loss: 0.13957865950344178 - MSE: 0.2835329892746324 |
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Validation loss : 0.13819768674897426 - MSE: 0.2794946100211438 |
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Epoch: 28 |
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Training loss: 0.1374973415156004 - MSE: 0.28128534494898844 |
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Validation loss : 0.14083260241331477 - MSE: 0.2814639894770441 |
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Epoch: 29 |
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Training loss: 0.13817684208681136 - MSE: 0.28115783518427634 |
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Validation loss : 0.14037107574668797 - MSE: 0.27838395685726863 |
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Epoch: 30 |
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Training loss: 0.13721867764207918 - MSE: 0.2802049705394877 |
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Validation loss : 0.1422693511527596 - MSE: 0.2787260013750915 |
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Epoch: 31 |
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Training loss: 0.13815009665822015 - MSE: 0.28156990658373454 |
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Validation loss : 0.1465979339272687 - MSE: 0.2843070852652152 |
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Epoch: 32 |
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Training loss: 0.13885138959146393 - MSE: 0.2836372357890927 |
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Validation loss : 0.13849051680528757 - MSE: 0.27857965217533776 |
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Epoch: 33 |
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Training loss: 0.1401642515952817 - MSE: 0.28342677132398825 |
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Validation loss : 0.13788489980453794 - MSE: 0.27930783007810955 |
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Epoch: 34 |
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Training loss: 0.1361726027000979 - MSE: 0.27985046840323413 |
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Validation loss : 0.16987047333157423 - MSE: 0.30493016221803637 |
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Epoch: 35 |
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Training loss: 0.1386311886463371 - MSE: 0.28124844572171204 |
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Validation loss : 0.14169367549545836 - MSE: 0.2802098872485924 |
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Epoch: 36 |
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Training loss: 0.14259846011167251 - MSE: 0.2853321706129094 |
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Validation loss : 0.1517656207310431 - MSE: 0.2935094882384407 |
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Epoch: 37 |
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Training loss: 0.13557088204900625 - MSE: 0.2800028284901953 |
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Validation loss : 0.14517026417183154 - MSE: 0.2817183299169993 |
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Epoch: 38 |
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Training loss: 0.13652241110877336 - MSE: 0.2794668161174052 |
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Validation loss : 0.13902895558964123 - MSE: 0.27818083237902175 |
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Epoch: 39 |
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Training loss: 0.1393957434193737 - MSE: 0.2823959565417317 |
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Validation loss : 0.1395419848461946 - MSE: 0.2798299307917249 |
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Epoch: 40 |
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Training loss: 0.13666216206505213 - MSE: 0.28018458493590065 |
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Validation loss : 0.15288511528210205 - MSE: 0.2918520444865227 |
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Epoch: 41 |
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Training loss: 0.13617279751197942 - MSE: 0.27786906350611423 |
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Validation loss : 0.13901080366111163 - MSE: 0.28098257594247894 |
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Epoch: 42 |
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Training loss: 0.13920053845356564 - MSE: 0.28319340622171985 |
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Validation loss : 0.15065034484547196 - MSE: 0.28718627272826913 |
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Epoch: 43 |
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Training loss: 0.13663471834308605 - MSE: 0.27944792830679593 |
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Validation loss : 0.1535997837781906 - MSE: 0.2978820976756964 |
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Epoch: 44 |
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Training loss: 0.1377708750781674 - MSE: 0.28052896536186017 |
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Validation loss : 0.13884662611014914 - MSE: 0.28029353583997607 |
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Epoch: 45 |
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Training loss: 0.13761436545909358 - MSE: 0.27968942549565456 |
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Validation loss : 0.14552195652416258 - MSE: 0.2821291957997396 |
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Epoch: 46 |
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Training loss: 0.13772785032007295 - MSE: 0.28121185390996406 |
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Validation loss : 0.14855478478200507 - MSE: 0.2842055445676991 |
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Epoch: 47 |
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Training loss: 0.13615723759843612 - MSE: 0.27797362166311385 |
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Validation loss : 0.14246562439383884 - MSE: 0.28192235468867594 |
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Epoch: 48 |
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Training loss: 0.13760697325398474 - MSE: 0.28018863538853894 |
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Validation loss : 0.1460513494570147 - MSE: 0.2856514873850247 |
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Epoch: 49 |
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Training loss: 0.13887955114094133 - MSE: 0.28293828563261564 |
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Validation loss : 0.14114269552131495 - MSE: 0.280206390167187 |
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Prediction MSE: 0.2649 |
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Finished at: 16:43:45 |
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Time taken: 6312 s. |
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0 days 1 hours 45 minutes 12 seconds |
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