Started at: 13:11:04
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: 0.47113645792007447 - MAE: 0.5372690642533006
Validation loss : 0.25360237227545845 - MAE: 0.38100557323888096
Epoch: 1
Training loss: 0.1951601755619049 - MAE: 0.3381085981919985
Validation loss : 0.16845231420463985 - MAE: 0.3146699028671109
Epoch: 2
Training loss: 0.1700725769996643 - MAE: 0.3132894074707096
Validation loss : 0.16252560251288944 - MAE: 0.3101315378266
Epoch: 3
Training loss: 0.16299866735935212 - MAE: 0.30571749229812295
Validation loss : 0.1575031735830837 - MAE: 0.3036086169337241
Epoch: 4