Started at: 13:09:04
nb-bert-base, 5e-06, 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: 0.5433284169435502 - MAE: 0.5775941266642696
Validation loss : 0.2084534830517239 - MAE: 0.34436377863461687
Epoch: 1
Training loss: 0.18881268858909606 - MAE: 0.3319951213456936
Validation loss : 0.17533069021171993 - MAE: 0.31952199275705395
Epoch: 2
Training loss: 0.17236681401729584 - MAE: 0.31305812195355187
Validation loss : 0.16540057957172394 - MAE: 0.30917810361613507
Epoch: 3
Training loss: 0.16512651681900026 - MAE: 0.30562505926503336
Validation loss : 0.1583948234717051 - MAE: 0.2991497249751852
Epoch: 4
Training loss: 0.15748567909002303 - MAE: 0.2989958723461345
Validation loss : 0.15284320215384165 - MAE: 0.29026856200804096
Epoch: 5
Training loss: 0.14964943289756774 - MAE: 0.2896343934318654
Validation loss : 0.14675226559241614 - MAE: 0.2830523245210482
Epoch: 6
Training loss: 0.1409749785065651 - MAE: 0.2818433281871407