| Started at: 00:55:20 | |
| norbert2, 0.0001, 64 | |
| ({'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': 50104, '_commit_hash': 'f22bb47f536f62edfcd86ca9320ade990eafbe22'}, {}) | |
| Epoch: 0 | |
| Training loss: 0.27375022781015645 - MAE: 0.4039805046461932 | |
| Validation loss : 0.2161984976493951 - MAE: 0.3581254846802503 | |
| Epoch: 1 | |
| Training loss: 0.21433820944241802 - MAE: 0.3548199379564199 | |
| Validation loss : 0.19804732975634662 - MAE: 0.3418333652026311 | |
| Epoch: 2 | |
| Training loss: 0.20144912224225323 - MAE: 0.3450860890464817 | |
| Validation loss : 0.18818744046218466 - MAE: 0.3333313409681011 | |
| Epoch: 3 | |
| Training loss: 0.19353647552656406 - MAE: 0.33417552558768965 | |
| Validation loss : 0.18026535641966443 - MAE: 0.3258633535709741 | |
| Epoch: 4 | |
| Training loss: 0.18973279586344055 - MAE: 0.3310349037443569 | |
| Validation loss : 0.17479167291612335 - MAE: 0.32068423402751656 | |
| Epoch: 5 | |
| Training loss: 0.18330054639866858 - MAE: 0.32595657408689493 | |
| Validation loss : 0.17025667609590472 - MAE: 0.31608039451875597 | |
| Epoch: 6 | |
| Training loss: 0.17835464749974433 - MAE: 0.31926713864331097 | |
| Validation loss : 0.16679791722333792 - MAE: 0.31235295478481157 | |
| Epoch: 7 | |
| Training loss: 0.17330155626992988 - MAE: 0.3155744808784989 | |
| Validation loss : 0.16394716546390997 - MAE: 0.3094299625011731 | |
| Epoch: 8 | |
| Training loss: 0.16982992919105472 - MAE: 0.3137276391582599 | |
| Validation loss : 0.1624023767583298 - MAE: 0.3084068764293339 | |
| Epoch: 9 | |
| Training loss: 0.16909149123562706 - MAE: 0.31015813081633886 | |
| Validation loss : 0.16194254679210257 - MAE: 0.3084344267924258 | |
| Epoch: 10 | |
| Training loss: 0.16610203021102482 - MAE: 0.3094889429772876 | |
| Validation loss : 0.1597201745166923 - MAE: 0.3056802544873763 | |
| Epoch: 11 | |
| Training loss: 0.16294073923067612 - MAE: 0.3050682518656876 | |
| Validation loss : 0.1581206667152318 - MAE: 0.30315054795789126 | |
| Epoch: 12 | |
| Training loss: 0.16208687213936238 - MAE: 0.30379799545395975 | |
| Validation loss : 0.15721944042227484 - MAE: 0.3026707689434686 | |
| Epoch: 13 | |
| Training loss: 0.16133913856865179 - MAE: 0.30269596973543456 | |
| Validation loss : 0.1563243240569577 - MAE: 0.30246011525245914 | |
| Epoch: 14 | |
| Training loss: 0.15589802027350724 - MAE: 0.29657766538204416 | |
| Validation loss : 0.15618594803593375 - MAE: 0.3024348035670932 | |
| Epoch: 15 | |
| Training loss: 0.15628040446476502 - MAE: 0.29748953446584236 | |
| Validation loss : 0.15470294654369354 - MAE: 0.29977744098636067 | |
| Epoch: 16 | |
| Training loss: 0.15706664301229245 - MAE: 0.29854196210648826 | |
| Validation loss : 0.15371587578997467 - MAE: 0.2990511318617661 | |
| Epoch: 17 | |
| Training loss: 0.15549908638602555 - MAE: 0.2977059894678584 | |
| Validation loss : 0.1532340178435499 - MAE: 0.2981259354953688 | |
| Epoch: 18 | |
| Training loss: 0.15431181642443242 - MAE: 0.29593527755032695 | |
| Validation loss : 0.1523157014991298 - MAE: 0.29694192525935564 | |
| Epoch: 19 | |
| Training loss: 0.1526857858354395 - MAE: 0.29342258448636926 | |
| Validation loss : 0.15183263181736975 - MAE: 0.2968766165523652 | |
| Prediction MAE: 0.2814 | |
| Finished at: 00:55:20 | |
| Time taken: 1882 s. | |
| 0 days 0 hours 31 minutes 22 seconds | |
| Preds: [[1.5108751058578491], [1.5831032991409302], [1.5346699953079224], [1.420868992805481], [1.6139235496520996], [1.2719776630401611], [1.7753558158874512], [1.0974452495574951], [1.5081983804702759], [1.4596773386001587], [1.3637131452560425], [1.5010474920272827], [1.3616135120391846], [1.2378315925598145], [1.2533056735992432], [1.6216880083084106], [1.3099960088729858], [1.3030422925949097], [1.3177992105484009], [1.3278506994247437], [1.5135446786880493], [1.415573000907898], [1.2737748622894287], [1.3992959260940552], [1.3485335111618042], [1.1822171211242676], [1.6976256370544434], [1.682672142982483], [1.2621463537216187], [1.3359882831573486], [1.319354772567749], [1.1635619401931763], [1.4786326885223389], [1.142721176147461], [1.220215916633606], [1.4798527956008911], [1.3576308488845825], [1.522688388824463], [1.1879286766052246], [1.5292433500289917], [1.3287861347198486], [1.1967417001724243], [1.3666902780532837], [1.4384541511535645], [1.6203926801681519], 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