07-05-2023_nb-bert-base_batchsize_256_all_units_0.0001_1_200_freeze_True_earlystop_3.txt

Started at: 15:31:13
({'_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: 1.2954848909378052 - MAE: 1.050244734015666
Validation loss : 0.8470989664395651 - MAE: 0.8281701794455048
Epoch: 1
Training loss: 0.4445240414142609 - MAE: 0.5411769913687082
Validation loss : 0.324721054898368 - MAE: 0.43869614013342645
Epoch: 2
Training loss: 0.25153143346309664 - MAE: 0.3816801249414825
Validation loss : 0.23877331614494324 - MAE: 0.3700370086786411
Epoch: 3
Training loss: 0.23011713743209838 - MAE: 0.36750653866750815
Validation loss : 0.22173692286014557 - MAE: 0.3575197016352192
Epoch: 4
Training loss: 0.21643910229206084 - MAE: 0.35473120380428824
Validation loss : 0.2111869735850228 - MAE: 0.3495476388776553
Epoch: 5
Training loss: 0.20841679513454436 - MAE: 0.3475277955848527
Validation loss : 0.2027071151468489 - MAE: 0.3434146884806285
Epoch: 6
Training loss: 0.20075951278209686 - MAE: 0.3414739466792711
Validation loss : 0.19626588291592068 - MAE: 0.3390224698180928
Epoch: 7
Training loss: 0.1959322625398636 - MAE: 0.33718433600506764