home-standard-results / oversampled_False_unfrozen_norbert_128_1e-06_128.txt
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norbert, 1e-06, 128
({'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: 0.7940866667032241 - MAE: 0.7335820706168809
Validation loss : 0.2009572711061029 - MAE: 0.347151339356108
Epoch: 1
Training loss: 0.19440142974257468 - MAE: 0.33696885945893024
Validation loss : 0.19513289893374725 - MAE: 0.34191775396532464
Epoch: 2
Training loss: 0.1880853456258774 - MAE: 0.32884479290870544
Validation loss : 0.1912411977263058 - MAE: 0.3377114550114297
Epoch: 3
Training loss: 0.18214607641100883 - MAE: 0.32429566931252046
Validation loss : 0.18406631753725164 - MAE: 0.33177290516437835
Epoch: 4
Training loss: 0.17814580470323563 - MAE: 0.3207397197424783
Validation loss : 0.1817777980776394 - MAE: 0.3288081865926719
Epoch: 5
Training loss: 0.17603084936738014 - MAE: 0.3188514731069929
Validation loss : 0.17798463649609508 - MAE: 0.3250048632803593
Epoch: 6
Training loss: 0.17104241520166397 - MAE: 0.3136062115504468
Validation loss : 0.1733261583482518 - MAE: 0.31932644642810926
Epoch: 7
Training loss: 0.16838639885187148 - MAE: 0.3123990239326607
Validation loss : 0.17248562416609595 - MAE: 0.31865962855570096
Epoch: 8
Training loss: 0.1654125490784645 - MAE: 0.3085900949825916
Validation loss : 0.16888807626331553 - MAE: 0.3153836119416533
Epoch: 9
Training loss: 0.1645794503390789 - MAE: 0.30737329828383714
Validation loss : 0.16706455805722406 - MAE: 0.3121367546740557
Epoch: 10
Training loss: 0.1616331295669079 - MAE: 0.30512118468554295
Validation loss : 0.16470523529192982 - MAE: 0.3095945078707051
Epoch: 11
Training loss: 0.16030726864933967 - MAE: 0.3040617280659885
Validation loss : 0.16272581894608104 - MAE: 0.3069817555674387
Epoch: 12
Training loss: 0.1589731414616108 - MAE: 0.3032846674015245
Validation loss : 0.16099156351650462 - MAE: 0.3047476777439796
Epoch: 13
Training loss: 0.15562866285443305 - MAE: 0.29989675715351916
Validation loss : 0.15904783939614014 - MAE: 0.3019063086532548
Epoch: 14
Training loss: 0.15696120083332063 - MAE: 0.30097456977168896
Validation loss : 0.15785902738571167 - MAE: 0.30075530215047686
Epoch: 15
Training loss: 0.151818914860487 - MAE: 0.2954353682482574
Validation loss : 0.1551657340982381 - MAE: 0.29802607762302763
Epoch: 16
Training loss: 0.1526854731142521 - MAE: 0.29552840146002957
Validation loss : 0.1538231990793172 - MAE: 0.29607686650726545
Epoch: 17