| Started at: 14:14:54 | |
| nb-bert-base, 1e-06, 256 | |
| ({'_name_or_path': '/disk4/folder1/working/checkpoints/huggingface/native_pytorch/step4_8/', 'attention_probs_dropout_prob': 0.1, 'directionality': 'bidi', 'gradient_checkpointing': False, 'hidden_act': 'gelu', 'hidden_dropout_prob': 0.1, 'hidden_size': 768, 'initializer_range': 0.02, 'intermediate_size': 3072, 'layer_norm_eps': 1e-12, 'max_position_embeddings': 512, 'model_type': 'bert', 'num_attention_heads': 12, 'num_hidden_layers': 12, 'pad_token_id': 0, 'pooler_fc_size': 768, 'pooler_num_attention_heads': 12, 'pooler_num_fc_layers': 3, 'pooler_size_per_head': 128, 'pooler_type': 'first_token_transform', 'position_embedding_type': 'absolute', 'type_vocab_size': 2, 'vocab_size': 119547, '_commit_hash': '82b194c0b3ea1fcad65f1eceee04adb26f9f71ac'}, {}) | |
| Epoch: 0 | |
| Training loss: 1.3610501217842101 - MAE: 1.0817184245036757 | |
| Validation loss : 0.6300775276290046 - MAE: 0.6925418514553945 | |
| Epoch: 1 | |
| Training loss: 0.32747340738773345 - MAE: 0.4483029439383294 | |
| Validation loss : 0.24206096761756474 - MAE: 0.3825273214027049 | |
| Epoch: 2 | |
| Training loss: 0.22492031693458558 - MAE: 0.3634789782721722 | |
| Validation loss : 0.21290512879689535 - MAE: 0.3531350766820909 | |
| Epoch: 3 | |
| Training loss: 0.21074927151203154 - MAE: 0.34935127198342575 | |
| Validation loss : 0.19930076433552635 - MAE: 0.3423320980410668 | |
| Epoch: 4 | |
| Training loss: 0.1998182564973831 - MAE: 0.33952265508216506 | |
| Validation loss : 0.19053682684898376 - MAE: 0.33432257900743867 | |
| Epoch: 5 | |
| Training loss: 0.18897418558597565 - MAE: 0.3308955648791844 | |
| Validation loss : 0.183888531393475 - MAE: 0.32777869810289756 | |
| Epoch: 6 | |
| Training loss: 0.18244400441646577 - MAE: 0.3239016318289663 | |
| Validation loss : 0.17849575810962254 - MAE: 0.32227053870844763 | |
| Epoch: 7 | |
| Training loss: 0.17936479389667512 - MAE: 0.32048774343640357 | |
| Validation loss : 0.174004680580563 - MAE: 0.3172998359634526 | |
| Epoch: 8 | |
| Training loss: 0.17690573513507843 - MAE: 0.3179874754998065 | |
| Validation loss : 0.17019198503759173 - MAE: 0.3130601250011837 | |
| Epoch: 9 | |
| Training loss: 0.171479050219059 - MAE: 0.31243650862938 | |
| Validation loss : 0.16672976977295345 - MAE: 0.30925350280753894 | |
| Epoch: 10 | |
| Training loss: 0.16934633016586303 - MAE: 0.3105842075823956 | |
| Validation loss : 0.16365073952409956 - MAE: 0.3054956521646379 | |
| Epoch: 11 | |
| Training loss: 0.16901946306228638 - MAE: 0.3104853099071552 | |
| Validation loss : 0.16163094507323372 - MAE: 0.3018340222544562 | |
| Epoch: 12 | |
| Training loss: 0.16289644062519074 - MAE: 0.3032128571774679 | |
| Validation loss : 0.15861071149508157 - MAE: 0.29892911668430483 | |
| Epoch: 13 | |
| Training loss: 0.16094084948301315 - MAE: 0.3017364437829033 | |
| Validation loss : 0.15633813540140787 - MAE: 0.295844440886826 | |
| Epoch: 14 | |
| Training loss: 0.15619824528694154 - MAE: 0.2982343003784247 | |
| Validation loss : 0.15405048429965973 - MAE: 0.2929410397811803 | |
| Epoch: 15 | |
| Training loss: 0.15374296069145202 - MAE: 0.2942846683060764 | |
| Validation loss : 0.1519482500023312 - MAE: 0.2904616183074069 | |
| Epoch: 16 | |
| Training loss: 0.15236089646816253 - MAE: 0.29222253923753305 | |
| Validation loss : 0.15019716239637798 - MAE: 0.2879879020618735 | |
| Epoch: 17 | |
| Training loss: 0.15183452248573304 - MAE: 0.29124569910300246 | |
| Validation loss : 0.14797681156131956 - MAE: 0.2858146141464486 | |
| Epoch: 18 | |
| Training loss: 0.14955673277378081 - MAE: 0.28877178263966535 | |
| Validation loss : 0.14569579892688328 - MAE: 0.2835435014181844 | |
| Epoch: 19 | |
| Training loss: 0.14539858281612397 - MAE: 0.28454605074378214 | |
| Validation loss : 0.14433369288841882 - MAE: 0.2814838256919938 | |
| Prediction MAE: 0.2724 | |