02-05-2023_nb-bert-base_batchsize_128_all_units_0.001_1_150_freeze_True.txt

Started at: 10:55:19
({'_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: 0.31682723969221116 - MAE: 0.4270551883918429
Validation loss : 0.17406331966905034 - MAE: 0.32230179369633777
Epoch: 1
Training loss: 0.16770198747515677 - MAE: 0.31259940333736164
Validation loss : 0.1586608391474275 - MAE: 0.30445839043374284
Epoch: 2
Training loss: 0.159769741743803 - MAE: 0.3024783775537543
Validation loss : 0.1531248894684455 - MAE: 0.2979603761303602
Epoch: 3
Training loss: 0.15299145340919496 - MAE: 0.2954564989999413