04-05-2023_norbert2_batchsize_256_all_units_0.001_1_150_freeze_True_earlystop_3.txt

Started at: 20:50:40
({'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': 50104, '_commit_hash': 'f22bb47f536f62edfcd86ca9320ade990eafbe22'}, {})
Epoch: 0
Training loss: 0.32175946950912476 - MAE: 0.4437903503551826
Validation loss : 0.19621961481041378 - MAE: 0.3388283822410594
Epoch: 1
Training loss: 0.21072698533535003 - MAE: 0.35116530289867337
Validation loss : 0.1876767095592287 - MAE: 0.33628140968919695
Epoch: 2
Training loss: 0.1893942326307297 - MAE: 0.3312522516218666
Validation loss : 0.1748287214173211 - MAE: 0.3213797447248068
Epoch: 3
Training loss: 0.17969159841537474 - MAE: 0.3215382240664255
Validation loss : 0.1697687026527193 - MAE: 0.31446870224950263
Epoch: 4
Training loss: 0.17220519423484804 - MAE: 0.3129526796594085
Validation loss : 0.16811848680178323 - MAE: 0.3117262145282266
Epoch: 5
Training loss: 0.17296144247055054 - MAE: 0.31494873624825814
Validation loss : 0.16849000917540657 - MAE: 0.31104514179599985
Epoch: 6
Training loss: 0.16641035348176955 - MAE: 0.30768475494362546
Validation loss : 0.16421516074074638 - MAE: 0.30715220958263423
Epoch: 7
Training loss: 0.16057054400444032 - MAE: 0.30329494898002457
Validation loss : 0.161027698053254 - MAE: 0.304297376785587
Epoch: 8
Training loss: 0.1566170272231102 - MAE: 0.29957014870206655
Validation loss : 0.15982638630602095 - MAE: 0.30397747682822174
Epoch: 9
Training loss: 0.15673983812332154 - MAE: 0.3000540458404174
Validation loss : 0.159184659520785 - MAE: 0.3035235378542429
Epoch: 10
Training loss: 0.15630604147911073 - MAE: 0.29690365842430627
Validation loss : 0.15921704471111298 - MAE: 0.30240467396157955