07-05-2023_norbert_batchsize_256_all_units_0.01_1_200_freeze_True_earlystop_3.txt

Started at: 12:11:46
({'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: 0.3358040380477905 - MAE: 0.43995658254957926
Validation loss : 0.189213118619389 - MAE: 0.33763471872968903
Epoch: 1
Training loss: 0.1720477083325386 - MAE: 0.3153215592923022
Validation loss : 0.16616688006454045 - MAE: 0.3124443213089684
Epoch: 2
Training loss: 0.16011185348033904 - MAE: 0.30352331765115187
Validation loss : 0.1582061251004537 - MAE: 0.298327315827721
Epoch: 3
Training loss: 0.156531839966774 - MAE: 0.29964241762314936
Validation loss : 0.16390331420633528 - MAE: 0.30209635200742085
Epoch: 4
Training loss: 0.15800627589225769 - MAE: 0.3024695486737973
Validation loss : 0.1603102468782001 - MAE: 0.29859532178164944
Epoch: 5
Training loss: 0.15583124577999116 - MAE: 0.29892226010752393
Validation loss : 0.15875162349806893 - MAE: 0.29758106736566303
Epoch: 6
Training loss: 0.15906786620616914 - MAE: 0.2997808227738372
Validation loss : 0.1571155000064108 - MAE: 0.29751639312505634
Epoch: 7
Training loss: 0.15622419387102127 - MAE: 0.29886410471144415
Validation loss : 0.1557270826564895 - MAE: 0.29616191562265914
Epoch: 8
Training loss: 0.1555034363269806 - MAE: 0.2973926405430423
Validation loss : 0.16564682953887516 - MAE: 0.30610690947213126
Epoch: 9
Training loss: 0.15881828039884568 - MAE: 0.3020390734943886
Validation loss : 0.1740099009540346 - MAE: 0.31153447561209635
Epoch: 10
Training loss: 0.16439833283424377 - MAE: 0.30719770317566447
Validation loss : 0.1893211089902454 - MAE: 0.3279518718774931
Stopped after 10 epochs.
Prediction MAE: 0.3138
Finished at: 12:11:46
Time taken: 2432 s.
0 days 0 hours 40 minutes 32 seconds