Started at: 16:03:31
nb-bert-base, 1e-06, 128
({'_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: 0.7271318706599149 - MAE: 0.6831216644315611
Validation loss : 0.42457069094116623 - MAE: 0.5310234954937942
Epoch: 1
Training loss: 0.4017618325623599 - MAE: 0.5113891617478459
Validation loss : 0.3601061556790326 - MAE: 0.47872181276206954
Epoch: 2
Training loss: 0.3346875086426735 - MAE: 0.4557084281637824
Validation loss : 0.3026893593975016 - MAE: 0.42968294420152836
Epoch: 3
Training loss: 0.27502210925925863 - MAE: 0.4083413682966922
Validation loss : 0.2493422031402588 - MAE: 0.38829624389412676
Epoch: 4
Training loss: 0.22922010150822728 - MAE: 0.374115376863141
Validation loss : 0.21512102678015427 - MAE: 0.36273443011280543
Epoch: 5
Training loss: 0.20582241117954253 - MAE: 0.35785392938520194
Validation loss : 0.19260533154010773 - MAE: 0.3445584427568667
Epoch: 6
Training loss: 0.18504355576905337 - MAE: 0.33999207572682016
Validation loss : 0.18239208814260122 - MAE: 0.3362534719407864
Epoch: 7
Training loss: 0.17347032624212178 - MAE: 0.32901041370404
Validation loss : 0.1727527996172776 - MAE: 0.3273999893030842