07-05-2023_nb-bert-base_batchsize_256_all_units_0.005_1_200_freeze_True_earlystop_3.txt

Started at: 14:40:58
({'_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: 0.39730866372585294 - MAE: 0.4859462215712381
Validation loss : 0.2196155587832133 - MAE: 0.358251958619135
Epoch: 1
Training loss: 0.17908839583396913 - MAE: 0.32397780285924654
Validation loss : 0.1558608834942182 - MAE: 0.30258585682891376
Epoch: 2
Training loss: 0.1575879180431366 - MAE: 0.29877002595895036
Validation loss : 0.14711609482765198 - MAE: 0.29037275250782246
Epoch: 3
Training loss: 0.15081047505140305 - MAE: 0.2927416915612918
Validation loss : 0.14418130036857393 - MAE: 0.2855868255353847
Epoch: 4
Training loss: 0.1486131688952446 - MAE: 0.2895620071780584
Validation loss : 0.1416353558500608 - MAE: 0.2827090052807201
Epoch: 5
Training loss: 0.1443140760064125 - MAE: 0.2864368585237521
Validation loss : 0.1415707692503929 - MAE: 0.2815798797681286
Epoch: 6
Training loss: 0.14458888828754424 - MAE: 0.2867332379237455
Validation loss : 0.13991272449493408 - MAE: 0.2813442573034388
Epoch: 7
Training loss: 0.1426651358604431 - MAE: 0.2830702813173875
Validation loss : 0.14005657616588804 - MAE: 0.28040410864338733