home-standard-results / 11-04-2023-09:30:12_nb-bert-base_house_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: 0.21533221261281715 - MSE: 0.34197339416593503
Validation loss : 0.14451597188599408 - MSE: 0.2960304229995927
Epoch: 1
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Validation loss : 0.12380113103426993 - MSE: 0.26862038821082024
Epoch: 2
Training loss: 0.14443182972700971 - MSE: 0.28899192076676716
Validation loss : 0.12112187955062836 - MSE: 0.2663072116915828
Epoch: 3
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Validation loss : 0.13478531874716282 - MSE: 0.2850182042234337
Epoch: 4
Training loss: 0.1408511215134671 - MSE: 0.2861137754569417
Validation loss : 0.13267319882288575 - MSE: 0.2831877799249014
Epoch: 5
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Validation loss : 0.11587779759429395 - MSE: 0.2579734090027159
Epoch: 6
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Validation loss : 0.11928518384229392 - MSE: 0.25956903308497203
Epoch: 7
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Validation loss : 0.11641600204166025 - MSE: 0.2570362210167332
Epoch: 8
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Validation loss : 0.11378515849355608 - MSE: 0.2556338147619499
Epoch: 9
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Validation loss : 0.11927694408223033 - MSE: 0.2592867935668437
Epoch: 10
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Validation loss : 0.12289933965075761 - MSE: 0.2641740314788876
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: 19
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Epoch: 20
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Epoch: 21
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Validation loss : 0.12536148354411125 - MSE: 0.2694582264007295
Epoch: 22
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Validation loss : 0.13748734653927386 - MSE: 0.2803560604293125
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 : 0.13913047080859542 - MSE: 0.2888981162464006
Epoch: 27
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Epoch: 28
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Validation loss : 0.14452552725560963 - MSE: 0.2970602020864135
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 : 0.12104220653418452 - MSE: 0.26438590515272153
Epoch: 33
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Validation loss : 0.14591129589825869 - MSE: 0.29560644293769656
Epoch: 34
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Validation loss : 0.12794714840129018 - MSE: 0.2727071648473611
Epoch: 35
Training loss: 0.13006003110816605 - MSE: 0.27699513519377594
Validation loss : 0.13357223267666996 - MSE: 0.27988665688417314
Epoch: 36
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Epoch: 37
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Validation loss : 0.14360901527106762 - MSE: 0.2939016175000688
Epoch: 38
Training loss: 0.1307220984446375 - MSE: 0.2767118099647979
Validation loss : 0.11899578187149018 - MSE: 0.2615764650759047
Epoch: 39
Training loss: 0.12640678902205668 - MSE: 0.27050567044672175
Validation loss : 0.12004342454019934 - MSE: 0.2610282185264623
Epoch: 40
Training loss: 0.13265986238655292 - MSE: 0.2800912648995999
Validation loss : 0.13461088319309056 - MSE: 0.28160051242548434
Epoch: 41
Training loss: 0.12853169970606504 - MSE: 0.27416806578210084
Validation loss : 0.14122066367417574 - MSE: 0.290220834379852
Epoch: 42
Training loss: 0.1282540511143835 - MSE: 0.27264997795586526
Validation loss : 0.1272425636416301 - MSE: 0.27375264556712864
Epoch: 43
Training loss: 0.12824119266710785 - MSE: 0.27750363788126614
Validation loss : 0.16908318153582513 - MSE: 0.3251132731452344
Epoch: 44
Training loss: 0.13700977257992092 - MSE: 0.285280645453895
Validation loss : 0.14622909598983824 - MSE: 0.2962210706677979
Epoch: 45
Training loss: 0.12867848398654083 - MSE: 0.27772063118250573
Validation loss : 0.11887926666531712 - MSE: 0.2596756524067132
Epoch: 46
Training loss: 0.12666144131829865 - MSE: 0.2715553219006141
Validation loss : 0.1213836541865021 - MSE: 0.26460106517288295
Epoch: 47
Training loss: 0.12143220446611705 - MSE: 0.26636162322731693
Validation loss : 0.13553410721942782 - MSE: 0.2814099855963832
Epoch: 48
Training loss: 0.1331445730046222 - MSE: 0.28066945952464484
Validation loss : 0.126083126058802 - MSE: 0.2692692344785428
Epoch: 49
Training loss: 0.12848863872258287 - MSE: 0.2728191697215874
Validation loss : 0.13695504632778466 - MSE: 0.2860352762868388
Prediction MSE: 0.3212
Finished at: 09:30:12
Time taken: 3272 s.
0 days 0 hours 54 minutes 32 seconds
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