home-standard-results
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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 | |