File size: 89,223 Bytes
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Started at: 16:05:12
norbert, 0.001, 320
({'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: 0.5762677684426307 - MAE: 0.6118854715373047
Validation loss : 0.21141972073486873 - MAE: 0.3609583366423162
Epoch: 1
Training loss: 0.21102749779820443 - MAE: 0.34836694451800443
Validation loss : 0.21293789786951883 - MAE: 0.36360750057199404
Epoch: 2
Training loss: 0.18259856328368188 - MAE: 0.3243689929907013
Validation loss : 0.18117137679031917 - MAE: 0.329247425803855
Epoch: 3
Training loss: 0.17436085492372513 - MAE: 0.31863324386216885
Validation loss : 0.17593795699732645 - MAE: 0.32252189332349507
Epoch: 4
Training loss: 0.17129840925335885 - MAE: 0.31424783128879047
Validation loss : 0.17302861383983068 - MAE: 0.31924465234263655
Epoch: 5
Training loss: 0.16920918673276902 - MAE: 0.31110102172938675
Validation loss : 0.17061551340988704 - MAE: 0.3167244912842947
Epoch: 6
Training loss: 0.1653466336429119 - MAE: 0.30718663648201594
Validation loss : 0.1688840091228485 - MAE: 0.3148823277205399
Epoch: 7
Training loss: 0.1616860084235668 - MAE: 0.30553906160014854
Validation loss : 0.16725684063775198 - MAE: 0.3129958080183389
Epoch: 8
Training loss: 0.1612413488328457 - MAE: 0.30383874548816886
Validation loss : 0.16608954327447073 - MAE: 0.31147184647570914
Epoch: 9
Training loss: 0.16023582145571708 - MAE: 0.30331546575363605
Validation loss : 0.1649702489376068 - MAE: 0.310041077480561
Epoch: 10
Training loss: 0.15981780216097832 - MAE: 0.3027028828885578
Validation loss : 0.16403222509792872 - MAE: 0.3092826478279413
Epoch: 11
Training loss: 0.15804845243692398 - MAE: 0.29963723801837655
Validation loss : 0.16327827743121556 - MAE: 0.3085516138884669
Epoch: 12
Training loss: 0.1555868938565254 - MAE: 0.2992816365654825
Validation loss : 0.16232714908463614 - MAE: 0.30687830980995734
Epoch: 13
Training loss: 0.15700081139802932 - MAE: 0.2990457346311504
Validation loss : 0.16192833653518132 - MAE: 0.3067905196244964
Epoch: 14
Training loss: 0.1548595778644085 - MAE: 0.29765682874344357
Validation loss : 0.1616982775075095 - MAE: 0.3064313819681474
Epoch: 15
Training loss: 0.15383974090218544 - MAE: 0.2965260924465664
Validation loss : 0.1607140749692917 - MAE: 0.30490487384563325
Epoch: 16
Training loss: 0.15208731070160866 - MAE: 0.29383326150297523
Validation loss : 0.16031161376408168 - MAE: 0.30458542586117876
Epoch: 17
Training loss: 0.15210237205028534 - MAE: 0.2941252809307741
Validation loss : 0.16001720300742558 - MAE: 0.30438225845624445
Epoch: 18
Training loss: 0.15230538696050644 - MAE: 0.29471632999962655
Validation loss : 0.15990264500890458 - MAE: 0.30443557919219594
Epoch: 19
Training loss: 0.1517851881682873 - MAE: 0.2945964528897411
Validation loss : 0.15933816773550852 - MAE: 0.30348587056502435
Prediction MAE: 0.2915
Finished at: 16:05:12
Time taken: 1924 s.
0 days 0 hours 32 minutes 4 seconds
Preds: [[1.475210428237915], [1.4530868530273438], [1.468894124031067], [1.5631040334701538], [1.2789442539215088], [1.2505826950073242], [1.5224518775939941], [1.3545010089874268], [1.3843045234680176], [1.392411231994629], [1.3650226593017578], [1.5190359354019165], [1.3892550468444824], [1.414959192276001], [1.3245856761932373], [1.5032284259796143], [1.2878386974334717], [1.4496760368347168], [1.3384461402893066], [1.1886959075927734], [1.4281446933746338], [1.5280916690826416], [1.378475308418274], [1.3442739248275757], [1.192781925201416], [1.201028823852539], [1.4470486640930176], [1.6939924955368042], [1.2435606718063354], [1.433569073677063], [1.596799373626709], [1.191520094871521], [1.6958850622177124], [1.3445937633514404], [1.3426772356033325], [1.426842212677002], [1.340793490409851], [1.468956470489502], [1.253409743309021], [1.6038103103637695], [1.3186087608337402], [1.3533010482788086], [1.1905245780944824], [1.451401710510254], [1.185215711593628], 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