old_res/08-05-2023_norbert_batchsize_128_all_units_0.005_1_200_freeze_True_earlystop_3.txt

Started at: 10:23:38
({'architectures': ['BertForMaskedLM'], 'attention_probs_dropout_prob': 0.1, 'hidden_act': 'gelu', 'hidden_dropout_prob': 0.1, 'hidden_size': 768, 'initializer_range': 0.02, 'intermediate_size': 3072, 'max_position_embeddings': 512, 'model_type': 'bert', 'num_attention_heads': 12, 'num_hidden_layers': 12, 'type_vocab_size': 2, 'vocab_size': 32922, '_commit_hash': '075d4e3705390691013e859faffc5696d071e33b'}, {})
Epoch: 0
Training loss: 0.2808519521355629 - MAE: 0.4024629968653031
Validation loss : 0.17176577010575464 - MAE: 0.31086674024920824
Epoch: 1
Training loss: 0.16172154515981674 - MAE: 0.307701141965495
Validation loss : 0.1672815211555537 - MAE: 0.3070159360417217
Epoch: 2
Training loss: 0.15970542699098586 - MAE: 0.3039650538245466
Validation loss : 0.18062450605280259 - MAE: 0.3203287064906912
Epoch: 3
Training loss: 0.16058017328381538 - MAE: 0.3049039271485443
Validation loss : 0.20092391880119548 - MAE: 0.34033502392078097
Epoch: 4
Training loss: 0.1631770983338356 - MAE: 0.30832376093915764
Validation loss : 0.24465415670591242 - MAE: 0.3860666573801944
Stopped after 4 epochs.
Prediction MAE: 0.3721
Finished at: 10:23:38
Time taken: 1165 s.
0 days 0 hours 19 minutes 25 seconds

 
 

Preds: [[0.9899559020996094], [1.0618029832839966], [1.1276803016662598], [1.1965829133987427], [0.8746487498283386], [1.188673734664917], [1.3178614377975464], [1.1414684057235718], [1.093361258506775], [0.8239732980728149], [0.8999983668327332], [0.9607747793197632], [1.2033485174179077], [0.8717003464698792], [0.9450033903121948], [1.3207789659500122], [1.058151125907898], [1.4292967319488525], [0.9785798192024231], [0.9265448451042175], [1.3015543222427368], [0.9963822364807129], [1.1673744916915894], [1.1324814558029175], [0.7980036735534668], [0.9278661608695984], [1.5682364702224731], [1.1037553548812866], [0.976618766784668], [1.3177480697631836], [1.3520461320877075], [0.9685351252555847], [1.473583459854126], [1.1484497785568237], [1.0312436819076538], [0.9838913679122925], [1.1858104467391968], [0.9955730438232422], [1.127333402633667], [1.2889043092727661], [1.0217516422271729], [0.839333176612854], [0.97511225938797], [1.0809640884399414], [1.1574217081069946], 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Started at: 10:44:55
({'architectures': ['BertForMaskedLM'], 'attention_probs_dropout_prob': 0.1, 'hidden_act': 'gelu', 'hidden_dropout_prob': 0.1, 'hidden_size': 768, 'initializer_range': 0.02, 'intermediate_size': 3072, 'max_position_embeddings': 512, 'model_type': 'bert', 'num_attention_heads': 12, 'num_hidden_layers': 12, 'type_vocab_size': 2, 'vocab_size': 32922, '_commit_hash': '075d4e3705390691013e859faffc5696d071e33b'}, {})
Started at: 10:45:05
Started at: 10:45:16
({'architectures': ['BertForMaskedLM'], 'attention_probs_dropout_prob': 0.1, 'hidden_act': 'gelu', 'hidden_dropout_prob': 0.1, 'hidden_size': 768, 'initializer_range': 0.02, 'intermediate_size': 3072, 'max_position_embeddings': 512, 'model_type': 'bert', 'num_attention_heads': 12, 'num_hidden_layers': 12, 'type_vocab_size': 2, 'vocab_size': 32922, '_commit_hash': '075d4e3705390691013e859faffc5696d071e33b'}, {})
({'architectures': ['BertForMaskedLM'], 'attention_probs_dropout_prob': 0.1, 'hidden_act': 'gelu', 'hidden_dropout_prob': 0.1, 'hidden_size': 768, 'initializer_range': 0.02, 'intermediate_size': 3072, 'max_position_embeddings': 512, 'model_type': 'bert', 'num_attention_heads': 12, 'num_hidden_layers': 12, 'type_vocab_size': 2, 'vocab_size': 32922, '_commit_hash': '075d4e3705390691013e859faffc5696d071e33b'}, {})
Epoch: 0