frozen_nb-bert-base_320_0.001_128.txt

Started at: 11:05:41
nb-bert-base, 0.001, 320
({'_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: 0.5472435295581818 - MAE: 0.5962500959471848
Validation loss : 0.19041005628449575 - MAE: 0.33918628303996384
Epoch: 1
Training loss: 0.2095787413418293 - MAE: 0.34864738662823064
Validation loss : 0.20635795167514256 - MAE: 0.35940594357273065
Epoch: 2
Training loss: 0.1750541977584362 - MAE: 0.3156862424402112
Validation loss : 0.1741191872528621 - MAE: 0.32463109275690744
Epoch: 3
Training loss: 0.16520684361457824 - MAE: 0.30684230381369754
Validation loss : 0.16484951972961426 - MAE: 0.3122384296878921
Epoch: 4
Training loss: 0.16403881311416627 - MAE: 0.30506741840528667
Validation loss : 0.16140927055052348 - MAE: 0.30796976329260456