frozen_norbert_256_0.001_128.txt

Started at: 15:31:41
norbert, 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': 32922, '_commit_hash': '075d4e3705390691013e859faffc5696d071e33b'}, {})
Epoch: 0
Training loss: 0.4997671264410019 - MAE: 0.5583690090433803
Validation loss : 0.2276972317033344 - MAE: 0.3624775892192396
Epoch: 1
Training loss: 0.20303732812404632 - MAE: 0.34587756490568033
Validation loss : 0.1835534324248632 - MAE: 0.3276716586715214
Epoch: 2
Training loss: 0.17609426498413086 - MAE: 0.31881399563457646
Validation loss : 0.17789346476395926 - MAE: 0.32275573904464216
Epoch: 3
Training loss: 0.1723429363965988 - MAE: 0.3149511468481285
Validation loss : 0.17444034251901838 - MAE: 0.3191513624394604
Epoch: 4
Training loss: 0.16697535365819932 - MAE: 0.30890338994193667
Validation loss : 0.17181600133577982 - MAE: 0.31612868256992294
Epoch: 5
Training loss: 0.1654062718153 - MAE: 0.30754644725112845
Validation loss : 0.170253316561381 - MAE: 0.3148427522457925
Epoch: 6
Training loss: 0.16408681154251098 - MAE: 0.30739368453663996
Validation loss : 0.16913726760281456 - MAE: 0.31410748070110894
Epoch: 7
Training loss: 0.1611470425128937 - MAE: 0.3051785699316093
Validation loss : 0.16728976534472573 - MAE: 0.3114586062997216
Epoch: 8
Training loss: 0.1585029438138008 - MAE: 0.3012857856624527
Validation loss : 0.16669333312246534 - MAE: 0.31113687044791705
Epoch: 9
Training loss: 0.1580871671438217 - MAE: 0.30056992095124985
Validation loss : 0.1657647126250797 - MAE: 0.30975514201722665
Epoch: 10
Training loss: 0.15657792925834657 - MAE: 0.2997063631806598
Validation loss : 0.16499681605233085 - MAE: 0.3090773428606195
Epoch: 11
Training loss: 0.15735965013504027 - MAE: 0.2994761878319979
Validation loss : 0.16467193100187513 - MAE: 0.30892803888519516
Epoch: 12
Training loss: 0.15662964165210724 - MAE: 0.2994051315038657
Validation loss : 0.16461661458015442 - MAE: 0.3090485561264928
Epoch: 13
Training loss: 0.15493253260850906 - MAE: 0.29702066425647616
Validation loss : 0.16322147183948094 - MAE: 0.30691353043753256
Epoch: 14
Training loss: 0.1559354120492935 - MAE: 0.2983542113707406
Validation loss : 0.16239123874240452 - MAE: 0.30587414892792375
Epoch: 15
Training loss: 0.15351686328649522 - MAE: 0.29552995258347897
Validation loss : 0.1617282662126753 - MAE: 0.3043897818179155
Epoch: 16
Training loss: 0.15441828429698945 - MAE: 0.2971652313654796
Validation loss : 0.16326840387450325 - MAE: 0.3071193081592528
Epoch: 17
Training loss: 0.1529671862721443 - MAE: 0.29453820854635787
Validation loss : 0.16275036997265285 - MAE: 0.30652749320835027
Epoch: 18
Training loss: 0.15280701637268065 - MAE: 0.2959003096594964
Validation loss : 0.160822202761968 - MAE: 0.30333586474665925
Epoch: 19
Training loss: 0.15270626097917556 - MAE: 0.2943813782626802
Validation loss : 0.16111763152811262 - MAE: 0.3041114172698317
Prediction MAE: 0.2913
Finished at: 15:31:41
Time taken: 1980 s.
0 days 0 hours 33 minutes 0 seconds