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Started at: 13:35:06 norbert, 1e-06, 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: 1.0772956924004988 - MAE: 0.856498247298645 Validation loss : 0.4705231440694709 - MAE: 0.559096816475012 Epoch: 1 Training loss: 0.4544321965087544 - MAE: 0.547270218793919 Validation loss : 0.4447280058735295 - MAE: 0.5412003212987739 Epoch: 2 Training loss: 0.4308997018770738 - MAE: 0.5321279372731171 Validation loss : 0.4250404411240628 - MAE: 0.5278525510205802 Epoch: 3 Training loss: 0.4112297307361256 - MAE: 0.5181618101373561 Validation loss : 0.4046152390931782 - MAE: 0.5114425806516921 Epoch: 4 Training loss: 0.39213545484976337 - MAE: 0.5029892642604422 Validation loss : 0.38472563498898554 - MAE: 0.4958518717609155 Epoch: 5 Training loss: 0.37252565947445954 - MAE: 0.48912882214745235 Validation loss : 0.3650009020378715 - MAE: 0.4803670070791511 Epoch: 6 Training loss: 0.35621544176881964 - MAE: 0.47649085916155254 Validation loss : 0.34583601826115656 - MAE: 0.4648491765622296 Epoch: 7 Training loss: 0.3386711391535672 - MAE: 0.4621560564779693 Validation loss : 0.32482051692510905 - MAE: 0.447774475715626 Epoch: 8 Training loss: 0.3189195172353224 - MAE: 0.44856611871316393 Validation loss : 0.3037687069491336 - MAE: 0.43234104410096236 Epoch: 9 Training loss: 0.302150976116007 - MAE: 0.4362054346024602 Validation loss : 0.28887469360702916 - MAE: 0.4219088658456175 Epoch: 10 Training loss: 0.288030547987331 - MAE: 0.4250857297017967 Validation loss : 0.2715592282383065 - MAE: 0.4094845886681479 Epoch: 11 Training loss: 0.2728167688304728 - MAE: 0.4150105004789235 Validation loss : 0.2590365017715253 - MAE: 0.4007997052494776 Epoch: 12 Training loss: 0.26093280721794476 - MAE: 0.4062835607154814 Validation loss : 0.2483856074119869 - MAE: 0.39251004238851134 Epoch: 13 Training loss: 0.2504612925377759 - MAE: 0.39774659225475617 Validation loss : 0.24007577802005567 - MAE: 0.3851492814798488 Epoch: 14 Training loss: 0.2402110839431936 - MAE: 0.3895118978617586 Validation loss : 0.23096998741752223 - MAE: 0.3787625920680969 Epoch: 15 Training loss: 0.2349614213813435 - MAE: 0.3866884141347793 Validation loss : 0.2220262869408256 - MAE: 0.37076542663948076 Epoch: 16 Training loss: 0.22606125311418013 - MAE: 0.37828821519969064 Validation loss : 0.21567985101750023 - MAE: 0.3654683116694453 Epoch: 17 Training loss: 0.21893445578488438 - MAE: 0.3733201616952243 Validation loss : 0.21001864028604408 - MAE: 0.36006743132950286 Epoch: 18 Training loss: 0.21495496928691865 - MAE: 0.3689514976360227 Validation loss : 0.20457668602466583 - MAE: 0.3552828079917847 Epoch: 19 Training loss: 0.2064599324356426 - MAE: 0.3614734110377194 Validation loss : 0.19822196427144503 - MAE: 0.3497536657738755 Prediction MAE: 0.3470 Finished at: 13:35:06 Time taken: 2524 s. 0 days 0 hours 42 minutes 4 seconds Preds: [[1.0114237070083618], [2.126471996307373], [1.7088218927383423], [1.7227140665054321], [1.8513191938400269], [1.0877305269241333], [1.728763461112976], [1.703964114189148], [1.3510433435440063], [1.4253692626953125], [2.201105833053589], [2.027693033218384], [1.8074955940246582], [0.2645210325717926], [1.2547969818115234], [1.8102458715438843], [0.7847078442573547], [2.016829490661621], [1.6741846799850464], [1.6482919454574585], [1.9070371389389038], [2.0245280265808105], [1.2712482213974], [1.4061826467514038], [0.6030974984169006], [2.0272910594940186], [0.690285861492157], [1.3009141683578491], [1.8584487438201904], [1.047685980796814], [1.5715585947036743], [2.0751664638519287], [1.660122275352478], [1.441632866859436], [1.6858643293380737], 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