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
Training loss: 0.16002290964126586 - MAE: 0.3030143814677838
Validation loss : 0.1555153015587065 - MAE: 0.30161708462789844
Epoch: 5
Training loss: 0.15610405176877976 - MAE: 0.2988610182826646
Validation loss : 0.15254790584246317 - MAE: 0.2976352880446658
Epoch: 6
Training loss: 0.15590642750263214 - MAE: 0.2972598594587939
Validation loss : 0.15147964821921456 - MAE: 0.29633871076747587
Epoch: 7
Training loss: 0.15364289730787278 - MAE: 0.2946944064180254
Validation loss : 0.1510375224881702 - MAE: 0.29637298396301465
Epoch: 8
Training loss: 0.1531897461414337 - MAE: 0.29468431902613157
Validation loss : 0.1495788519581159 - MAE: 0.29459826933056066
Epoch: 9
Training loss: 0.15212808579206466 - MAE: 0.2927512017766453
Validation loss : 0.14972183108329773 - MAE: 0.2947980987493768
Epoch: 10
Training loss: 0.15067319005727767 - MAE: 0.29223722020557824
Validation loss : 0.14739697674910227 - MAE: 0.29118543288491733
Epoch: 11
Training loss: 0.14746269524097444 - MAE: 0.28925764259432013
Validation loss : 0.14714962244033813 - MAE: 0.2916633442698583
Epoch: 12
Training loss: 0.1482395714521408 - MAE: 0.29003915570395034
Validation loss : 0.14708403746287027 - MAE: 0.2910518509892996
Epoch: 13
Training loss: 0.1483614018559456 - MAE: 0.29189581430634054
Validation loss : 0.14528870417012107 - MAE: 0.28829864578681347
Epoch: 14
Training loss: 0.14468369722366334 - MAE: 0.2842549207700623
Validation loss : 0.14488287270069122 - MAE: 0.28816803717811224
Epoch: 15
Training loss: 0.14738886833190917 - MAE: 0.2893857530495054
Validation loss : 0.14360415935516357 - MAE: 0.2859131647420325
Epoch: 16
Training loss: 0.14493520855903624 - MAE: 0.2866658051391056
Validation loss : 0.14300978928804398 - MAE: 0.2846472568063103
Epoch: 17
Training loss: 0.1460772478580475 - MAE: 0.2878771283563147
Validation loss : 0.14235875838332707 - MAE: 0.2838446738966764
Epoch: 18
Training loss: 0.14529186487197876 - MAE: 0.286218467370668
Validation loss : 0.14234446651405758 - MAE: 0.28323359501137063
Epoch: 19
Training loss: 0.14694541811943054 - MAE: 0.28853346702050314
Validation loss : 0.14197378853956857 - MAE: 0.2837049865395819
Prediction MAE: 0.2715
Finished at: 13:11:04
Time taken: 3239 s.
0 days 0 hours 53 minutes 59 seconds

 
 

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