home-standard-results / 10-04-2023-16:43:45_nb-bert-base_all_units_0.006_1_50_freeze_True.txt
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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'}, {})
Epoch: 0
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Validation loss : 0.18580390038815411 - MSE: 0.3241432956664492
Epoch: 1
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Validation loss : 0.16568760144891162 - MSE: 0.31341614153228575
Epoch: 2
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Validation loss : 0.1516422192481431 - MSE: 0.2875130449669631
Epoch: 3
Training loss: 0.1554781354509937 - MSE: 0.2979727920176376
Validation loss : 0.14750216573928343 - MSE: 0.28489314670482657
Epoch: 4
Training loss: 0.15081479527094038 - MSE: 0.2927710830201153
Validation loss : 0.14724563451653178 - MSE: 0.2861008250329437
Epoch: 5
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Validation loss : 0.14556188587889526 - MSE: 0.28255917721777324
Epoch: 6
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Validation loss : 0.14734464714472945 - MSE: 0.2857798778567098
Epoch: 7
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Validation loss : 0.1446235611131697 - MSE: 0.28117785966411335
Epoch: 8
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Validation loss : 0.1455823565748605 - MSE: 0.2817915015842891
Epoch: 9
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Validation loss : 0.14529388951081218 - MSE: 0.2819837225561805
Epoch: 10
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Validation loss : 0.14937494666964718 - MSE: 0.2843606734781727
Epoch: 11
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Epoch: 12
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Epoch: 13
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Epoch: 14
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Epoch: 15
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Epoch: 16
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Epoch: 17
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Epoch: 18
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Epoch: 20
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Epoch: 21
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Epoch: 22
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Epoch: 23
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Epoch: 24
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Epoch: 25
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Epoch: 26
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Validation loss : 0.14119875927766165 - MSE: 0.2802039488934804
Epoch: 27
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Epoch: 28
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Validation loss : 0.14083260241331477 - MSE: 0.2814639894770441
Epoch: 29
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Epoch: 30
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Epoch: 31
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Epoch: 32
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Validation loss : 0.13849051680528757 - MSE: 0.27857965217533776
Epoch: 33
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Validation loss : 0.13788489980453794 - MSE: 0.27930783007810955
Epoch: 34
Training loss: 0.1361726027000979 - MSE: 0.27985046840323413
Validation loss : 0.16987047333157423 - MSE: 0.30493016221803637
Epoch: 35
Training loss: 0.1386311886463371 - MSE: 0.28124844572171204
Validation loss : 0.14169367549545836 - MSE: 0.2802098872485924
Epoch: 36
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Validation loss : 0.1517656207310431 - MSE: 0.2935094882384407
Epoch: 37
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Validation loss : 0.14517026417183154 - MSE: 0.2817183299169993
Epoch: 38
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Validation loss : 0.13902895558964123 - MSE: 0.27818083237902175
Epoch: 39
Training loss: 0.1393957434193737 - MSE: 0.2823959565417317
Validation loss : 0.1395419848461946 - MSE: 0.2798299307917249
Epoch: 40
Training loss: 0.13666216206505213 - MSE: 0.28018458493590065
Validation loss : 0.15288511528210205 - MSE: 0.2918520444865227
Epoch: 41
Training loss: 0.13617279751197942 - MSE: 0.27786906350611423
Validation loss : 0.13901080366111163 - MSE: 0.28098257594247894
Epoch: 42
Training loss: 0.13920053845356564 - MSE: 0.28319340622171985
Validation loss : 0.15065034484547196 - MSE: 0.28718627272826913
Epoch: 43
Training loss: 0.13663471834308605 - MSE: 0.27944792830679593
Validation loss : 0.1535997837781906 - MSE: 0.2978820976756964
Epoch: 44
Training loss: 0.1377708750781674 - MSE: 0.28052896536186017
Validation loss : 0.13884662611014914 - MSE: 0.28029353583997607
Epoch: 45
Training loss: 0.13761436545909358 - MSE: 0.27968942549565456
Validation loss : 0.14552195652416258 - MSE: 0.2821291957997396
Epoch: 46
Training loss: 0.13772785032007295 - MSE: 0.28121185390996406
Validation loss : 0.14855478478200507 - MSE: 0.2842055445676991
Epoch: 47
Training loss: 0.13615723759843612 - MSE: 0.27797362166311385
Validation loss : 0.14246562439383884 - MSE: 0.28192235468867594
Epoch: 48
Training loss: 0.13760697325398474 - MSE: 0.28018863538853894
Validation loss : 0.1460513494570147 - MSE: 0.2856514873850247
Epoch: 49
Training loss: 0.13887955114094133 - MSE: 0.28293828563261564
Validation loss : 0.14114269552131495 - MSE: 0.280206390167187
Prediction MSE: 0.2649
Finished at: 16:43:45
Time taken: 6312 s.
0 days 1 hours 45 minutes 12 seconds
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