Started at: 18:07:27
nb-bert-base, 0.001, 256
({'_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: 0.46166665077209473 - MAE: 0.532284292943485
Validation loss : 0.21881521575980717 - MAE: 0.35093047126771504
Epoch: 1
Training loss: 0.19428934633731842 - MAE: 0.3369849436358454
Validation loss : 0.17015555004278818 - MAE: 0.3188480005836794
Epoch: 2
Training loss: 0.17059184610843658 - MAE: 0.3135526208759563
Validation loss : 0.16331283085876042 - MAE: 0.3111560966605882
Epoch: 3
Training loss: 0.1648101744055748 - MAE: 0.30816099238754846
Validation loss : 0.15740243097146353 - MAE: 0.3036171154612899
Epoch: 4
Training loss: 0.16064140915870667 - MAE: 0.3034752969970701