oversampled_False_unfrozen_norbert_256_5e-06_64.txt

Started at: 12:29:55
norbert, 5e-06, 256
({'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: 0.5341290700435638 - MAE: 0.5775812031776163
Validation loss : 0.20913811690277523 - MAE: 0.3559517687797103
Epoch: 1
Training loss: 0.1925646984577179 - MAE: 0.33014900555771165
Validation loss : 0.19771589504347908 - MAE: 0.3469693647155534
Epoch: 2
Training loss: 0.17236647367477417 - MAE: 0.31412950202784257
Validation loss : 0.17734277910656399 - MAE: 0.3241412162028599
Epoch: 3
Training loss: 0.16684930324554442 - MAE: 0.3089053937204404
Validation loss : 0.17018018000655705 - MAE: 0.31540523144474286
Epoch: 4
Training loss: 0.16185393035411835 - MAE: 0.3031887793935882
Validation loss : 0.165420510702663 - MAE: 0.3100710188975959
Epoch: 5
Training loss: 0.15806202471256256 - MAE: 0.2991245015294829
Validation loss : 0.1620023101568222 - MAE: 0.306085451961568
Epoch: 6
Training loss: 0.15362942457199097 - MAE: 0.2950021398631103
Validation loss : 0.15738655461205375 - MAE: 0.3000887467317537
Epoch: 7
Training loss: 0.14957553803920745 - MAE: 0.29097460632433925
Validation loss : 0.15389461153083378 - MAE: 0.29523900467803926
Epoch: 8
Training loss: 0.14515880703926087 - MAE: 0.286273176027938
Validation loss : 0.147861005531417 - MAE: 0.28844027291354796
Epoch: 9
Training loss: 0.14029653817415239 - MAE: 0.28160340295350267
Validation loss : 0.14637785487704807 - MAE: 0.2873688466030369
Epoch: 10
Training loss: 0.13890453785657883 - MAE: 0.2810442385311758
Validation loss : 0.14292040053341123 - MAE: 0.2837939463589256
Epoch: 11
Training loss: 0.1345929193496704 - MAE: 0.275872953965897
Validation loss : 0.13905556748310724 - MAE: 0.27963774655657037
Epoch: 12
Training loss: 0.1295833644270897 - MAE: 0.27110876597786987
Validation loss : 0.1355251603656345 - MAE: 0.2770101213092462
Epoch: 13
Training loss: 0.1274189108610153 - MAE: 0.2684765578674136
Validation loss : 0.13221086230542925 - MAE: 0.27410627784121633
Epoch: 14
Training loss: 0.12366507589817047 - MAE: 0.26547678244179274
Validation loss : 0.130373891029093 - MAE: 0.272987509139857
Epoch: 15
Training loss: 0.12050544649362564 - MAE: 0.26263898087077603
Validation loss : 0.1280003794365459 - MAE: 0.27151152230214975
Epoch: 16
Training loss: 0.1186427453160286 - MAE: 0.2603871751571516
Validation loss : 0.1257786105076472 - MAE: 0.2684120837055949
Epoch: 17
Training loss: 0.11788687527179718 - MAE: 0.2595405477120186
Validation loss : 0.12603608849975798 - MAE: 0.27011292145305277
Epoch: 18
Training loss: 0.11472303837537766 - MAE: 0.25692229361850816
Validation loss : 0.12344791657394832 - MAE: 0.267532716883637
Epoch: 19
Training loss: 0.11298846065998078 - MAE: 0.253974883891939
Validation loss : 0.12183990163935556 - MAE: 0.2654205514327857
Prediction MAE: 0.2577
Finished at: 12:29:55