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Started at: 10:28:59
norbert, lr: 0.0005, bs: 128, ml: 512, oversample: True, frozen: True
({'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: 0.5474709353663705 - MAE: 0.5900718832469579
Validation loss : 0.3975696893962654 - MAE: 0.5077667229703434
Epoch: 1
Training loss: 0.3858125217936256 - MAE: 0.4986324394793062
Validation loss : 0.3667544569518115 - MAE: 0.482246268008046
Epoch: 2
Training loss: 0.36537060791795906 - MAE: 0.4824265926142948
Validation loss : 0.35301732372593236 - MAE: 0.47073127836812234
Epoch: 3
Training loss: 0.35378617481751873 - MAE: 0.4737870529422116
Validation loss : 0.3432318809870127 - MAE: 0.4630917172957513
Epoch: 4
Training loss: 0.34562364654107525 - MAE: 0.4671846467624914
Validation loss : 0.3360972178948892 - MAE: 0.4578467580637334
Epoch: 5
Training loss: 0.34099755598740145 - MAE: 0.46506329563394005
Validation loss : 0.33305841201060526 - MAE: 0.4550205160383188
Epoch: 6
Training loss: 0.33549089919437064 - MAE: 0.45988426559688494
Validation loss : 0.32705698222727386 - MAE: 0.45137572711731144
Epoch: 7
Training loss: 0.33034171164035797 - MAE: 0.4562066604592301
Validation loss : 0.32257608626339884 - MAE: 0.4478843028231632
Epoch: 8
Training loss: 0.32764916826378215 - MAE: 0.45407177982423313
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