home-standard-results / 10-04-2023-21:04:23_nb-bert-base_apartment_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
Training loss: 0.21613560179338873 - MSE: 0.3443637452993947
Validation loss : 0.16539869446839606 - MSE: 0.3086538036769655
Epoch: 1
Training loss: 0.1837235710863928 - MSE: 0.32413622182287605
Validation loss : 0.16982820672648294 - MSE: 0.31674233427703646
Epoch: 2
Training loss: 0.18304820250249604 - MSE: 0.3239108068413553
Validation loss : 0.17052161650998252 - MSE: 0.31788417737032953
Epoch: 3
Training loss: 0.18448016108963097 - MSE: 0.3252394673594232
Validation loss : 0.17072700315288136 - MSE: 0.3182306206402635
Epoch: 4
Training loss: 0.184644706619596 - MSE: 0.32518134408631855
Validation loss : 0.17120066466076034 - MSE: 0.31901036988045756
Epoch: 5
Training loss: 0.18460615753259474 - MSE: 0.3252760797817471
Validation loss : 0.17181508860417774 - MSE: 0.3200009087117256
Epoch: 6
Training loss: 0.18562242764871098 - MSE: 0.3263451638426147
Validation loss : 0.1719757279115064 - MSE: 0.32025919894721094
Epoch: 7
Training loss: 0.1845672134924861 - MSE: 0.3252300495699698
Validation loss : 0.16974811958415167 - MSE: 0.3166154321565825
Epoch: 8
Training loss: 0.18489993262348822 - MSE: 0.3254686886041067
Validation loss : 0.1729555284338338 - MSE: 0.3217263126762451
Epoch: 9
Training loss: 0.18432768325782517 - MSE: 0.3248599418213628
Validation loss : 0.1708770450736795 - MSE: 0.31844797706663874
Epoch: 10
Training loss: 0.1825945836681764 - MSE: 0.3229734198364271
Validation loss : 0.17286965453198977 - MSE: 0.3215693459729664
Epoch: 11
Training loss: 0.18539906857372487 - MSE: 0.3260377252207724
Validation loss : 0.17201036236115863 - MSE: 0.32026005895708554
Epoch: 12
Training loss: 0.1842774318404568 - MSE: 0.32480808348019835
Validation loss : 0.17158785260149412 - MSE: 0.3195950089571332
Epoch: 13
Training loss: 0.1854605678360439 - MSE: 0.32605868234166485
Validation loss : 0.16932314804622106 - MSE: 0.31585823518523415
Epoch: 14
Training loss: 0.18442078412157817 - MSE: 0.3251032140988794
Validation loss : 0.17218789415700095 - MSE: 0.3203968357577521
Epoch: 15
Training loss: 0.18477218655995953 - MSE: 0.3251257856019914
Validation loss : 0.1698176066790308 - MSE: 0.31671145460069444
Epoch: 16
Training loss: 0.18476421284733466 - MSE: 0.32554927459500077
Validation loss : 0.17247124761343002 - MSE: 0.32069564608225065
Epoch: 17
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Validation loss : 0.1712306280221258 - MSE: 0.31879013103732307
Epoch: 18
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Validation loss : 0.17178946360945702 - MSE: 0.3196054689336701
Epoch: 19
Training loss: 0.18551090916672958 - MSE: 0.3260867291475271
Validation loss : 0.16729344012481825 - MSE: 0.3128114424396439
Epoch: 20
Training loss: 0.1845464623596483 - MSE: 0.325132180970436
Validation loss : 0.16118713564106396 - MSE: 0.29868657096854545
Epoch: 21
Training loss: 0.18486736881212124 - MSE: 0.32487037529952106
Validation loss : 0.16049016671521324 - MSE: 0.29485191029795843
Epoch: 22
Training loss: 0.18485277428210362 - MSE: 0.32541124936960536
Validation loss : 0.16668628422277315 - MSE: 0.3111972908639083
Epoch: 23
Training loss: 0.18316040828245359 - MSE: 0.3236609574057915
Validation loss : 0.17183729984930585 - MSE: 0.31994768048669875
Epoch: 24
Training loss: 0.1849682867816351 - MSE: 0.3254867070790945
Validation loss : 0.17206446932894842 - MSE: 0.3203199030848087
Epoch: 25
Training loss: 0.1846233180281028 - MSE: 0.3248847895281911
Validation loss : 0.16824970575315612 - MSE: 0.31392427542014045
Epoch: 26
Training loss: 0.1850127536550309 - MSE: 0.3256664766776012
Validation loss : 0.16485340020486286 - MSE: 0.30710649498505516