07-05-2023_nb-bert-base_batchsize_256_all_units_0.0005_1_200_freeze_True_earlystop_3.txt

Started at: 23:00:37
({'_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: 0.5618916714191436 - MAE: 0.6015702935237158
Validation loss : 0.23314650356769562 - MAE: 0.3773210653780387
Epoch: 1
Training loss: 0.20965107679367065 - MAE: 0.3481826873910709
Validation loss : 0.19068391786681282 - MAE: 0.33927394666266275
Epoch: 2
Training loss: 0.18605725824832917 - MAE: 0.3292951781245418
Validation loss : 0.17874461743566725 - MAE: 0.32678830517492596
Epoch: 3
Training loss: 0.1768487823009491 - MAE: 0.32072544490867355
Validation loss : 0.17256934940814972 - MAE: 0.320745914396658
Epoch: 4
Training loss: 0.17179346859455108 - MAE: 0.31437315506334385
Validation loss : 0.16680398417843711 - MAE: 0.31390839921509817
Epoch: 5
Training loss: 0.1671624544262886 - MAE: 0.31020740929049245
Validation loss : 0.1628272450632519 - MAE: 0.3093300725642431
Epoch: 6
Training loss: 0.16541881918907164 - MAE: 0.3092581055991064
Validation loss : 0.15956920054223803 - MAE: 0.3054974760532523
Epoch: 7
Training loss: 0.16297374725341796 - MAE: 0.30469920608237766
Validation loss : 0.15749897228346932 - MAE: 0.30334219770056964
Epoch: 8
Training loss: 0.15989699959754944 - MAE: 0.3033601720994537