Started at: 14:58:18 norbert, 0.001, 128 ({'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: 0.34940282940864564 - MAE: 0.45046864085630683 Validation loss : 0.18274873582755818 - MAE: 0.3261804763692437 Epoch: 1 Training loss: 0.17366532385349273 - MAE: 0.3175050753369902 Validation loss : 0.17284800375209136 - MAE: 0.3152826512353921 Epoch: 2 Training loss: 0.16550228700041772 - MAE: 0.3102880187959522 Validation loss : 0.168134662158349 - MAE: 0.3101325107911304 Epoch: 3 Training loss: 0.1614217494428158 - MAE: 0.30638796285490894 Validation loss : 0.16555996852762558 - MAE: 0.3071440144715573 Epoch: 4 Training loss: 0.15815593004226686 - MAE: 0.3032428467393789 Validation loss : 0.16414058559081135 - MAE: 0.3062275889991122 Epoch: 5 Training loss: 0.15722389429807662 - MAE: 0.3026522091596125 Validation loss : 0.16364685226889217 - MAE: 0.30600367269172085 Epoch: 6 Training loss: 0.1544417916238308 - MAE: 0.29834141285366533 Validation loss : 0.16209946178338108 - MAE: 0.3044787129354469 Epoch: 7 Training loss: 0.15222523376345634 - MAE: 0.2959395709613162 Validation loss : 0.16139676991631002 - MAE: 0.30289165513286676 Epoch: 8 Training loss: 0.1495582267642021 - MAE: 0.29315735941725324 Validation loss : 0.15973140430801056 - MAE: 0.30022579676647987 Epoch: 9 Training loss: 0.15145889401435852 - MAE: 0.2952163697893332 Validation loss : 0.15879446618697224 - MAE: 0.2994991406614638 Epoch: 10 Training loss: 0.15025388434529305 - MAE: 0.2945344618888036 Validation loss : 0.15855726161423853 - MAE: 0.29908208933891134 Epoch: 11 Training loss: 0.14902475863695144 - MAE: 0.2924443122836678 Validation loss : 0.15826284534790935 - MAE: 0.2984638590546403 Epoch: 12 Training loss: 0.14780941233038902 - MAE: 0.2926466634183582 Validation loss : 0.15731259040972767 - MAE: 0.296935231079806 Epoch: 13 Training loss: 0.14797327995300294 - MAE: 0.2928364589090259 Validation loss : 0.15824999397291856 - MAE: 0.2989947235904544 Epoch: 14 Training loss: 0.14717394277453422 - MAE: 0.29110306221919585 Validation loss : 0.1570384524324361 - MAE: 0.2966094006540162 Epoch: 15 Training loss: 0.1468842999637127 - MAE: 0.2900015210052096 Validation loss : 0.15705139452920241 - MAE: 0.2971900124498248 Epoch: 16 Training loss: 0.1456107421219349 - MAE: 0.29039021972601275 Validation loss : 0.15700176358222961 - MAE: 0.2971215088780947 Epoch: 17 Training loss: 0.14567733764648438 - MAE: 0.2897037820620323 Validation loss : 0.155774226083475 - MAE: 0.29628220046626363 Epoch: 18 Training loss: 0.14607595264911652 - MAE: 0.29062380849971015 Validation loss : 0.15781630531829946 - MAE: 0.2997912404803463 Epoch: 19 Training loss: 0.1469572052359581 - MAE: 0.2894824681109831 Validation loss : 0.1566839174312704 - MAE: 0.2977332146993347 Prediction MAE: 0.2864 Finished at: 14:58:18 Time taken: 1972 s. 0 days 0 hours 32 minutes 52 seconds Preds: [[1.3540191650390625], [1.5025153160095215], [1.553675651550293], [1.6016769409179688], [1.3489844799041748], [1.3458985090255737], [1.6107124090194702], [1.3476349115371704], [1.489277720451355], [1.380542278289795], [1.3078967332839966], [1.5242695808410645], [1.406941294670105], [1.3230246305465698], [1.1972171068191528], [1.5482460260391235], [1.2908915281295776], [1.4302462339401245], [1.482955813407898], [1.2944749593734741], [1.4348803758621216], [1.5848764181137085], [1.4018791913986206], [1.3454413414001465], [1.280967354774475], [1.2574039697647095], [1.5150530338287354], [1.6891999244689941], [1.2650882005691528], [1.4706443548202515], [1.6362847089767456], [1.2332525253295898], [1.7913492918014526], 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