File size: 1,785 Bytes
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Started at: 12:43:11
({'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': '44815f7e109b53547cccdf3c6847f4c28b989816'}, {})
Epoch: 0
Training loss: 0.2008972004489991 - MSE: 0.33518312736635436
Validation loss : 0.1646703563630581 - MSE: 0.3085779357984263
Epoch: 1
Training loss: 0.1659574282256145 - MSE: 0.3064189085675543
Validation loss : 0.157762396974223 - MSE: 0.28898105177130284
Epoch: 2
Training loss: 0.16920435048856783 - MSE: 0.3099259860789372
Validation loss : 0.2597339808940887 - MSE: 0.41778062962694096
Epoch: 3
Training loss: 0.18403085151198997 - MSE: 0.3220045950051232
Validation loss : 0.2158472946711949 - MSE: 0.37326406195393896
Epoch: 4
Training loss: 0.18172540587996974 - MSE: 0.32080418783672165
Validation loss : 0.180368021769183 - MSE: 0.33231508495186324
Epoch: 5
Training loss: 0.17783939802241558 - MSE: 0.31700912658652863
Validation loss : 0.17726878098079135 - MSE: 0.33020463892025875
Epoch: 6
Training loss: 0.17681393569823609 - MSE: 0.3154852375991437
Validation loss : 0.17508771706904683 - MSE: 0.32495340255388455
Epoch: 7
Training loss: 0.18098733559684846 - MSE: 0.3195274022724451
Validation loss : 0.17311148579631533 - MSE: 0.3220135453306804
Epoch: 8
Training loss: 0.18061703660534423 - MSE: 0.3191405354137568
Validation loss : 0.17032980706010545 - MSE: 0.3176248594869061
Epoch: 9
Training loss: 0.18142556370172686 - MSE: 0.319926894033844
Validation loss : 0.1691651236798082 - MSE: 0.31562867300485126
Epoch: 10
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