Delete 10-04-2023-15:12:31_nb-bert-base_all_units_0.006_1_50_freeze_True.txt
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10-04-2023-15:12:31_nb-bert-base_all_units_0.006_1_50_freeze_True.txt
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Started at: 15:12:31
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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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