Started at: 17:01:49 ({'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 Started at: 17:03:05 ({'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'}, {}) Started at: 17:03:18 ({'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: 1.5561567282676696 - 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MAE: 0.29796052691901004 Validation loss : 0.16111160814762115 - MAE: 0.30627361301565775 Epoch: 76 Training loss: 0.15516877621412278 - MAE: 0.29683828489531877 Validation loss : 0.16111387809117636 - MAE: 0.3063159431672632 Epoch: 77 Training loss: 0.15396408140659332 - MAE: 0.2969101587330462 Validation loss : 0.1609818802939521 - MAE: 0.30617236589118246 Epoch: 78 Training loss: 0.1534169089794159 - MAE: 0.29511426977186017 Validation loss : 0.1611180090241962 - MAE: 0.30644918064247567 Epoch: 79 Training loss: 0.15364108562469483 - MAE: 0.2953767048905714 Validation loss : 0.16076951887872484 - MAE: 0.30597948812012415 Epoch: 80 Training loss: 0.152891321182251 - MAE: 0.2950953847381886 Validation loss : 0.1607550713751051 - MAE: 0.306005599726244 Epoch: 81 Training loss: 0.1546051272749901 - MAE: 0.2976628502057735 Validation loss : 0.16071475876702201 - MAE: 0.3060264810897241 Epoch: 82 Training loss: 0.15427446663379668 - MAE: 0.2963646255015545 Validation loss : 0.16042526397440168 - MAE: 0.30565831629395435 Epoch: 83 Training loss: 0.15467960894107818 - MAE: 0.2967340308082537 Validation loss : 0.16047782036993238 - MAE: 0.30577053023222117 Epoch: 84 Training loss: 0.15204238176345825 - MAE: 0.29432448795599364 Validation loss : 0.160183471110132 - MAE: 0.30533654061702253 Epoch: 85 Training loss: 0.15391786843538285 - MAE: 0.29699558715414437 Validation loss : 0.1600576556391186 - MAE: 0.3051957482388298 Epoch: 86 Training loss: 0.15272385865449906 - MAE: 0.2948567439282537 Validation loss : 0.16044236554039848 - MAE: 0.3058481358450675 Epoch: 87 Training loss: 0.1527814468741417 - MAE: 0.2946566423405272 Validation loss : 0.16015371680259705 - MAE: 0.3054732746214105 Epoch: 88 Training loss: 0.15413182049989702 - MAE: 0.29482756782900144 Validation loss : 0.16016166905562082 - MAE: 0.3055113276667006 Stopped after 88 epochs. Prediction MAE: 0.2932 Finished at: 17:03:18 Time taken: 22471 s. 0 days 6 hours 14 minutes 31 seconds Preds: [[1.3320196866989136], [1.55940580368042], [1.5645158290863037], [1.6378730535507202], [1.3190211057662964], [1.4723706245422363], [1.4396312236785889], [1.4613230228424072], [1.4793102741241455], [1.347780466079712], [1.326615333557129], [1.4547061920166016], [1.3739113807678223], [1.3107792139053345], [1.3265867233276367], [1.6347154378890991], [1.3758599758148193], [1.664796233177185], [1.3097246885299683], [1.3881715536117554], [1.5372745990753174], [1.4575861692428589], [1.4851281642913818], [1.5056777000427246], [1.2116644382476807], [1.3067164421081543], [1.6486811637878418], [1.4518907070159912], [1.2077131271362305], [1.445489525794983], [1.4994398355484009], [1.2622249126434326], [1.3622347116470337], [1.3800177574157715], [1.3808006048202515], [1.4393889904022217], [1.3944640159606934], [1.4557101726531982], [1.4472215175628662], [1.4999157190322876], 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