Started at: 14:35:41
({'_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: 0.5148831225931645 - MAE: 0.5717401937104571
Validation loss : 0.2637977067913328 - MAE: 0.38840288389383243
Epoch: 1
Training loss: 0.22355238869786262 - MAE: 0.36457738074752666
Validation loss : 0.18550117952483042 - MAE: 0.33709462610154617
Epoch: 2
Training loss: 0.17937548831105232 - MAE: 0.3234628805934402
Validation loss : 0.17123522928782872 - MAE: 0.32086013957174864
Epoch: 3
Training loss: 0.1695325642824173 - MAE: 0.3114796012088114
Validation loss : 0.16318601156984056 - MAE: 0.3101079978039711
Epoch: 4
Training loss: 0.16509018689393998 - MAE: 0.3072378507470887
Validation loss : 0.1592926542673792 - MAE: 0.3056558848172957
Epoch: 5
Training loss: 0.16046598702669143 - MAE: 0.303044331285367
Validation loss : 0.15616529541356222 - MAE: 0.30166225406063185
Epoch: 6
Training loss: 0.15852298438549042 - MAE: 0.3009307785405603
Validation loss : 0.15413524849074228 - MAE: 0.2993245805688041
Epoch: 7
Training loss: 0.16008334010839462 - MAE: 0.30212922477561954
Validation loss : 0.15307661890983582 - MAE: 0.2990570737812613
Epoch: 8
Training loss: 0.15456836074590682 - MAE: 0.29545184732608404
Validation loss : 0.15139280153172358 - MAE: 0.29666358196447234
Epoch: 9
Training loss: 0.15415965095162393 - MAE: 0.2973294361246028
Validation loss : 0.15034087747335434 - MAE: 0.29579916365257536
Epoch: 10
Training loss: 0.15282576270401477 - MAE: 0.29422172185258727
Validation loss : 0.14922223559447698 - MAE: 0.29406817504042493
Epoch: 11
Training loss: 0.15129870772361756 - MAE: 0.2937695883791608
Validation loss : 0.14889663351433619 - MAE: 0.29409298671091577
Epoch: 12
Training loss: 0.14924942068755626 - MAE: 0.29077671691338836
Validation loss : 0.14819952526262828 - MAE: 0.293515981502427
Epoch: 13
Training loss: 0.14768290407955648 - MAE: 0.28860147869712954
Validation loss : 0.1473628750869206 - MAE: 0.292228644346034
Epoch: 14
Training loss: 0.14938284009695052 - MAE: 0.2903649118535274
Validation loss : 0.14693938408579146 - MAE: 0.2919487725002162
Epoch: 15
Training loss: 0.14994451589882374 - MAE: 0.2905289516739269
Validation loss : 0.14572436575378692 - MAE: 0.28992763446752984
Epoch: 16
Training loss: 0.1469251111149788 - MAE: 0.28774191902489926
Validation loss : 0.14523377056632722 - MAE: 0.28957885312166826
Epoch: 17
Training loss: 0.14678827077150344 - MAE: 0.2885180482589809
Validation loss : 0.1449755451508931 - MAE: 0.2893659782622171
Epoch: 18
Training loss: 0.14637487456202508 - MAE: 0.28800478369700766
Validation loss : 0.1460252052971295 - MAE: 0.29196564307626566
Epoch: 19
Training loss: 0.14507675878703594 - MAE: 0.28583012626825594
Validation loss : 0.14487631831850326 - MAE: 0.2902629661846526