File size: 88,281 Bytes
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Started at: 06:48:46
nb-bert-base, 0.01, 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: 0.6330036455392838 - MAE: 0.6394678389968138
Validation loss : 0.20416807300514644 - MAE: 0.35355480678012835
Epoch: 1
Training loss: 0.18849937677383422 - MAE: 0.33189832511328565
Validation loss : 0.14804336428642273 - MAE: 0.288441164938956
Epoch: 2
Training loss: 0.15247129499912263 - MAE: 0.29398891439351954
Validation loss : 0.14432870017157662 - MAE: 0.28730359786733595
Epoch: 3
Training loss: 0.14889628380537034 - MAE: 0.2897407592236375
Validation loss : 0.1421148238910569 - MAE: 0.28518094884770967
Epoch: 4
Training loss: 0.14884013295173645 - MAE: 0.290999263057071
Validation loss : 0.14490700513124466 - MAE: 0.28918454371000685
Epoch: 5
Training loss: 0.14391287922859192 - MAE: 0.2849988045737079
Validation loss : 0.140950502620803 - MAE: 0.28331916699490833
Epoch: 6
Training loss: 0.14337047338485717 - MAE: 0.28462332586741473
Validation loss : 0.14025582290358013 - MAE: 0.2799268987808714
Epoch: 7
Training loss: 0.1438574743270874 - MAE: 0.28500979968302154
Validation loss : 0.1465550677643882 - MAE: 0.28659042284404457
Epoch: 8
Training loss: 0.1451030331850052 - MAE: 0.28521379729532437
Validation loss : 0.14125914292203057 - MAE: 0.28021953529463633
Epoch: 9
Training loss: 0.1406289428472519 - MAE: 0.2815599598726397
Validation loss : 0.1414879775709576 - MAE: 0.28029668736658786
Stopped after 9 epochs.
Prediction MAE: 0.2662
Finished at: 06:48:46
Time taken: 3138 s.
0 days 0 hours 52 minutes 18 seconds

 
 

Preds: [[1.3130193948745728], [1.5724802017211914], [1.529902696609497], [1.4827580451965332], [1.5131741762161255], [1.382908582687378], [1.8179540634155273], [1.3966585397720337], [1.3361866474151611], [1.4609630107879639], [1.3562240600585938], [1.2006365060806274], [1.4191566705703735], [1.2616358995437622], [1.2082831859588623], [1.4676129817962646], [1.281699299812317], [1.2908604145050049], [1.3407632112503052], [1.1118444204330444], [1.482286810874939], [1.6401004791259766], [1.2743180990219116], [1.5224837064743042], [1.1236659288406372], [1.1791096925735474], [1.7089000940322876], [1.5563338994979858], [1.2777353525161743], [1.298662543296814], [1.4675239324569702], [1.1772114038467407], [1.584248661994934], [1.3634976148605347], [1.1472946405410767], [1.2792912721633911], [1.1336838006973267], [1.509047269821167], [1.1089476346969604], [1.296998143196106], [1.2992656230926514], [1.187300205230713], [1.3782926797866821], [1.4267295598983765], [1.2820390462875366], 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