frozen_norbert2_256_0.001_512.txt

Started at: 01:06:40
norbert2, 0.001, 256
({'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: 0.30325276613235475 - MAE: 0.4293982748763984
Validation loss : 0.19999180734157562 - MAE: 0.34104668989482667
Epoch: 1
Training loss: 0.20694544672966003 - MAE: 0.3466696903029176
Validation loss : 0.18371513154771593 - MAE: 0.33124410963863
Epoch: 2
Training loss: 0.19004206776618957 - MAE: 0.3316648070614613
Validation loss : 0.17363174425231087 - MAE: 0.3190259149052752
Epoch: 3
Training loss: 0.18229258060455322 - MAE: 0.32259291375499355
Validation loss : 0.17075078023804557 - MAE: 0.31441923958666185
Epoch: 4
Training loss: 0.17311329424381255 - MAE: 0.31484578517047557
Validation loss : 0.16754941973421308 - MAE: 0.31124443306506033
Epoch: 5
Training loss: 0.16847123920917512 - MAE: 0.30949252590925136
Validation loss : 0.16543650461567772 - MAE: 0.3088372330968671
Epoch: 6
Training loss: 0.16129764080047607 - MAE: 0.3050791582077723
Validation loss : 0.16268478665086958 - MAE: 0.3066587666652184
Epoch: 7
Training loss: 0.1602504187822342 - MAE: 0.30409024840989457
Validation loss : 0.16163558264573416 - MAE: 0.30493840053209487
Epoch: 8
Training loss: 0.1599578830599785 - MAE: 0.30184255458273057
Validation loss : 0.1605621808105045 - MAE: 0.30371230230399254
Epoch: 9
Training loss: 0.1557137942314148 - MAE: 0.29758976090338174
Validation loss : 0.15996821721394858 - MAE: 0.3034986495165665
Epoch: 10
Training loss: 0.15526981115341187 - MAE: 0.2975494841901401
Validation loss : 0.1575407518280877 - MAE: 0.30259751573311344
Epoch: 11
Training loss: 0.15275930255651474 - MAE: 0.29392310225054646
Validation loss : 0.15727593998114267 - MAE: 0.3019466991756661
Epoch: 12
Training loss: 0.15028272598981857 - MAE: 0.29133814976206407
Validation loss : 0.15676536824968126 - MAE: 0.3012369469697969
Epoch: 13
Training loss: 0.1497017914056778 - MAE: 0.29114720473293804
Validation loss : 0.1556344214412901 - MAE: 0.2998055385465465
Epoch: 14
Training loss: 0.15074193984270096 - MAE: 0.2943675943971396
Validation loss : 0.15503714647558 - MAE: 0.29838652275657607
Epoch: 15
Training loss: 0.14802899420261384 - MAE: 0.28958511291054967
Validation loss : 0.15510348478953043 - MAE: 0.29876681028633734
Epoch: 16
Training loss: 0.1490761521458626 - MAE: 0.29058729954116685
Validation loss : 0.15475206242667305 - MAE: 0.2989880845937616
Epoch: 17
Training loss: 0.14650940656661987 - MAE: 0.28725294445981275