Hugging Face's logo

DjBROW
/
run

Token Classification
Transformers
TensorBoard
Safetensors
layoutlmv2
Generated from Trainer
Model card Files
xet
Metrics Community

run

This model is a fine-tuned version of microsoft/layoutlmv2-base-uncased on the funsd dataset. It achieves the following results on the evaluation set:

  • Loss: 0.3134
  • Ик банка получателя Precision: 1.0
  • Ик банка получателя Recall: 1.0
  • Ик банка получателя F1: 1.0
  • Ик банка получателя Number: 9
  • Нн получателя Precision: 0.9
  • Нн получателя Recall: 1.0
  • Нн получателя F1: 0.9474
  • Нн получателя Number: 9
  • Пп получателя Precision: 0.8571
  • Пп получателя Recall: 1.0
  • Пп получателя F1: 0.9231
  • Пп получателя Number: 6
  • Анк получателя Precision: 0.7
  • Анк получателя Recall: 0.7778
  • Анк получателя F1: 0.7368
  • Анк получателя Number: 9
  • Ата Precision: 1.0
  • Ата Recall: 0.8889
  • Ата F1: 0.9412
  • Ата Number: 9
  • Окупатель Precision: 0.5
  • Окупатель Recall: 0.6667
  • Окупатель F1: 0.5714
  • Окупатель Number: 9
  • Олучатель Precision: 0.6154
  • Олучатель Recall: 0.8889
  • Олучатель F1: 0.7273
  • Олучатель Number: 9
  • Омер счета Precision: 0.875
  • Омер счета Recall: 0.875
  • Омер счета F1: 0.875
  • Омер счета Number: 8
  • Оставщик Precision: 0.5455
  • Оставщик Recall: 0.6
  • Оставщик F1: 0.5714
  • Оставщик Number: 10
  • Сего к оплате Precision: 0.8333
  • Сего к оплате Recall: 0.7143
  • Сего к оплате F1: 0.7692
  • Сего к оплате Number: 7
  • Стальное Precision: 0.8478
  • Стальное Recall: 0.8667
  • Стальное F1: 0.8571
  • Стальное Number: 90
  • Чет банка Precision: 1.0
  • Чет банка Recall: 0.9
  • Чет банка F1: 0.9474
  • Чет банка Number: 10
  • Чет получателя Precision: 1.0
  • Чет получателя Recall: 1.0
  • Чет получателя F1: 1.0
  • Чет получателя Number: 9
  • Overall Precision: 0.8186
  • Overall Recall: 0.8608
  • Overall F1: 0.8392
  • Overall Accuracy: 0.9602

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 3e-05
  • train_batch_size: 4
  • eval_batch_size: 4
  • seed: 88
  • optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: cosine
  • lr_scheduler_warmup_ratio: 0.1
  • num_epochs: 100

Training results

Training Loss Epoch Step Validation Loss Ик банка получателя Precision Ик банка получателя Recall Ик банка получателя F1 Ик банка получателя Number Нн получателя Precision Нн получателя Recall Нн получателя F1 Нн получателя Number Пп получателя Precision Пп получателя Recall Пп получателя F1 Пп получателя Number Анк получателя Precision Анк получателя Recall Анк получателя F1 Анк получателя Number Ата Precision Ата Recall Ата F1 Ата Number Окупатель Precision Окупатель Recall Окупатель F1 Окупатель Number Олучатель Precision Олучатель Recall Олучатель F1 Олучатель Number Омер счета Precision Омер счета Recall Омер счета F1 Омер счета Number Оставщик Precision Оставщик Recall Оставщик F1 Оставщик Number Сего к оплате Precision Сего к оплате Recall Сего к оплате F1 Сего к оплате Number Стальное Precision Стальное Recall Стальное F1 Стальное Number Чет банка Precision Чет банка Recall Чет банка F1 Чет банка Number Чет получателя Precision Чет получателя Recall Чет получателя F1 Чет получателя Number Overall Precision Overall Recall Overall F1 Overall Accuracy
2.5285 1.0 14 2.4249 0.0 0.0 0.0 9 0.2 0.1111 0.1429 9 0.0 0.0 0.0 6 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 8 0.0 0.0 0.0 10 0.0 0.0 0.0 7 0.1053 0.0444 0.0625 90 0.0 0.0 0.0 10 0.0 0.0 0.0 9 0.0676 0.0258 0.0373 0.5710
2.3092 2.0 28 2.1339 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 6 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 8 0.0 0.0 0.0 10 0.0 0.0 0.0 7 0.0 0.0 0.0 90 0.0 0.0 0.0 10 0.0 0.0 0.0 9 0.0 0.0 0.0 0.5882
2.0444 3.0 42 1.9361 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 6 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 8 0.0 0.0 0.0 10 0.0 0.0 0.0 7 0.0 0.0 0.0 90 0.0 0.0 0.0 10 0.0 0.0 0.0 9 0.0 0.0 0.0 0.5882
1.8959 4.0 56 1.8359 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 6 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 8 0.0 0.0 0.0 10 0.0 0.0 0.0 7 0.0 0.0 0.0 90 0.0 0.0 0.0 10 0.0 0.0 0.0 9 0.0 0.0 0.0 0.5882
1.8223 5.0 70 1.7856 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 6 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 8 0.0 0.0 0.0 10 0.0 0.0 0.0 7 0.0 0.0 0.0 90 0.0 0.0 0.0 10 0.0 0.0 0.0 9 0.0 0.0 0.0 0.5882
1.777 6.0 84 1.7526 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 6 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 8 0.0 0.0 0.0 10 0.0 0.0 0.0 7 0.0 0.0 0.0 90 0.0 0.0 0.0 10 0.0 0.0 0.0 9 0.0 0.0 0.0 0.5882
1.7447 7.0 98 1.6813 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 6 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 8 0.0 0.0 0.0 10 0.0 0.0 0.0 7 0.0 0.0 0.0 90 0.0 0.0 0.0 10 0.0 0.0 0.0 9 0.0 0.0 0.0 0.5882
1.6545 8.0 112 1.5824 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 6 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 8 0.0741 0.2 0.1081 10 0.0 0.0 0.0 7 0.0286 0.0111 0.016 90 0.0 0.0 0.0 10 0.0 0.0 0.0 9 0.0484 0.0155 0.0234 0.6903
1.5686 9.0 126 1.5365 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 6 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 8 0.0169 0.1 0.0290 10 0.0 0.0 0.0 7 0.3333 0.2444 0.2821 90 0.0 0.0 0.0 10 0.0 0.0 0.0 9 0.184 0.1186 0.1442 0.6796
1.5049 10.0 140 1.4473 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 6 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 8 0.2222 0.6 0.3243 10 0.0 0.0 0.0 7 0.1176 0.0667 0.0851 90 0.9 0.9 0.9 10 1.0 0.7778 0.8750 9 0.2947 0.1443 0.1938 0.7269
1.4581 11.0 154 1.3932 1.0 0.1111 0.2000 9 0.0 0.0 0.0 9 0.0 0.0 0.0 6 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 8 0.0526 0.2 0.0833 10 0.0 0.0 0.0 7 0.4430 0.3889 0.4142 90 0.3889 0.7 0.5 10 0.4118 0.7778 0.5385 9 0.3377 0.2680 0.2989 0.7280
1.3983 12.0 168 1.3324 1.0 0.8889 0.9412 9 1.0 0.3333 0.5 9 0.0 0.0 0.0 6 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.0 0.0 0.0 8 0.0606 0.2 0.0930 10 0.0 0.0 0.0 7 0.5513 0.4778 0.5119 90 0.6429 0.9 0.75 10 0.5 0.8889 0.64 9 0.4620 0.3763 0.4148 0.7785
1.3304 13.0 182 1.2995 1.0 1.0 1.0 9 0.5714 0.8889 0.6957 9 0.0 0.0 0.0 6 0.0 0.0 0.0 9 0.0 0.0 0.0 9 0.2308 0.3333 0.2727 9 0.0 0.0 0.0 9 0.0 0.0 0.0 8 0.0833 0.1 0.0909 10 0.0 0.0 0.0 7 0.4444 0.3111 0.3660 90 0.9 0.9 0.9 10 1.0 1.0 1.0 9 0.5154 0.3454 0.4136 0.7957
1.293 14.0 196 1.2182 0.8182 1.0 0.9 9 0.6923 1.0 0.8182 9 0.0 0.0 0.0 6 0.0 0.0 0.0 9 0.4118 0.7778 0.5385 9 0.3571 0.5556 0.4348 9 0.0 0.0 0.0 9 0.0 0.0 0.0 8 0.6364 0.7 0.6667 10 0.0 0.0 0.0 7 0.5556 0.5 0.5263 90 0.8182 0.9 0.8571 10 0.8571 0.6667 0.75 9 0.5879 0.5 0.5404 0.8591
1.2215 15.0 210 1.1647 1.0 1.0 1.0 9 0.5294 1.0 0.6923 9 1.0 0.1667 0.2857 6 0.0 0.0 0.0 9 0.5 0.8889 0.64 9 0.5714 0.4444 0.5 9 0.0 0.0 0.0 9 0.0 0.0 0.0 8 0.7 0.7 0.7 10 0.0 0.0 0.0 7 0.6081 0.5 0.5488 90 1.0 0.9 0.9474 10 1.0 0.8889 0.9412 9 0.6623 0.5155 0.5797 0.8667
1.1635 16.0 224 1.1289 1.0 1.0 1.0 9 0.5625 1.0 0.72 9 1.0 0.1667 0.2857 6 0.0 0.0 0.0 9 0.5 0.8889 0.64 9 0.4615 0.6667 0.5455 9 0.0 0.0 0.0 9 0.0 0.0 0.0 8 0.5385 0.7 0.6087 10 0.0 0.0 0.0 7 0.575 0.5111 0.5412 90 0.9 0.9 0.9 10 1.0 0.7778 0.8750 9 0.6182 0.5258 0.5682 0.8581
1.1071 17.0 238 1.1687 1.0 1.0 1.0 9 0.5294 1.0 0.6923 9 1.0 0.1667 0.2857 6 0.0 0.0 0.0 9 0.4444 0.8889 0.5926 9 0.0909 0.1111 0.1000 9 0.0 0.0 0.0 9 0.0 0.0 0.0 8 0.3182 0.7 0.4375 10 0.0 0.0 0.0 7 0.6145 0.5667 0.5896 90 1.0 0.9 0.9474 10 1.0 0.8889 0.9412 9 0.5787 0.5309 0.5538 0.8011
1.0613 18.0 252 1.0238 1.0 1.0 1.0 9 0.5294 1.0 0.6923 9 1.0 0.1667 0.2857 6 0.0 0.0 0.0 9 0.5 0.8889 0.64 9 0.8571 0.6667 0.75 9 0.0 0.0 0.0 9 0.0 0.0 0.0 8 0.6667 0.8 0.7273 10 0.0 0.0 0.0 7 0.6047 0.5778 0.5909 90 1.0 0.9 0.9474 10 1.0 0.8889 0.9412 9 0.625 0.5670 0.5946 0.8817
1.0063 19.0 266 0.9914 1.0 1.0 1.0 9 0.5625 1.0 0.72 9 1.0 0.3333 0.5 6 0.2 0.4444 0.2759 9 0.4706 0.8889 0.6154 9 0.5455 0.6667 0.6 9 0.0 0.0 0.0 9 0.0 0.0 0.0 8 0.6667 0.8 0.7273 10 0.0 0.0 0.0 7 0.7159 0.7 0.7079 90 1.0 0.9 0.9474 10 1.0 0.8889 0.9412 9 0.6562 0.6495 0.6528 0.8882
0.957 20.0 280 0.9702 0.9 1.0 0.9474 9 0.8182 1.0 0.9 9 1.0 0.8333 0.9091 6 0.1765 0.3333 0.2308 9 0.5 0.8889 0.64 9 0.5833 0.7778 0.6667 9 0.0 0.0 0.0 9 0.0 0.0 0.0 8 0.4615 0.6 0.5217 10 0.0 0.0 0.0 7 0.7176 0.6778 0.6971 90 1.0 0.9 0.9474 10 1.0 0.8889 0.9412 9 0.6720 0.6443 0.6579 0.8806
0.9135 21.0 294 0.9134 1.0 1.0 1.0 9 0.75 1.0 0.8571 9 1.0 0.8333 0.9091 6 0.1765 0.3333 0.2308 9 0.5 0.8889 0.64 9 0.4667 0.7778 0.5833 9 0.0 0.0 0.0 9 0.0 0.0 0.0 8 0.6667 0.8 0.7273 10 0.0 0.0 0.0 7 0.7 0.7 0.7 90 1.0 0.9 0.9474 10 1.0 0.8889 0.9412 9 0.6684 0.6649 0.6667 0.8946
0.8696 22.0 308 0.8631 0.9 1.0 0.9474 9 0.75 1.0 0.8571 9 1.0 0.8333 0.9091 6 0.25 0.4444 0.32 9 0.5 0.8889 0.64 9 0.5556 0.5556 0.5556 9 0.6667 0.2222 0.3333 9 0.0 0.0 0.0 8 0.5 0.6 0.5455 10 0.0 0.0 0.0 7 0.7590 0.7 0.7283 90 1.0 0.9 0.9474 10 1.0 0.8889 0.9412 9 0.6995 0.6598 0.6790 0.9065
0.8347 23.0 322 0.8757 1.0 1.0 1.0 9 0.8182 1.0 0.9 9 1.0 1.0 1.0 6 0.3571 0.5556 0.4348 9 0.4706 0.8889 0.6154 9 0.5833 0.7778 0.6667 9 0.8333 0.5556 0.6667 9 0.0 0.0 0.0 8 0.5833 0.7 0.6364 10 0.0 0.0 0.0 7 0.7412 0.7 0.72 90 1.0 0.9 0.9474 10 1.0 0.8889 0.9412 9 0.7196 0.7010 0.7102 0.9
0.8022 24.0 336 0.8717 0.9 1.0 0.9474 9 0.9 1.0 0.9474 9 1.0 0.8333 0.9091 6 0.4 0.4444 0.4211 9 0.4706 0.8889 0.6154 9 0.2941 0.5556 0.3846 9 1.0 0.7778 0.8750 9 0.0 0.0 0.0 8 0.5714 0.8 0.6667 10 0.0 0.0 0.0 7 0.7857 0.7333 0.7586 90 1.0 0.9 0.9474 10 0.8889 0.8889 0.8889 9 0.6935 0.7113 0.7023 0.9
0.7777 25.0 350 0.8379 0.9 1.0 0.9474 9 1.0 1.0 1.0 9 1.0 1.0 1.0 6 0.3636 0.4444 0.4000 9 0.5 0.8889 0.64 9 0.4615 0.6667 0.5455 9 0.875 0.7778 0.8235 9 0.2857 0.25 0.2667 8 0.4706 0.8 0.5926 10 0.0 0.0 0.0 7 0.7241 0.7 0.7119 90 1.0 0.9 0.9474 10 1.0 0.8889 0.9412 9 0.6915 0.7165 0.7038 0.9086
0.7536 26.0 364 0.7963 0.9 1.0 0.9474 9 1.0 1.0 1.0 9 1.0 1.0 1.0 6 0.2857 0.2222 0.25 9 0.8 0.8889 0.8421 9 0.5 0.7778 0.6087 9 0.5333 0.8889 0.6667 9 0.75 0.75 0.75 8 0.6364 0.7 0.6667 10 0.0 0.0 0.0 7 0.7907 0.7556 0.7727 90 1.0 0.9 0.9474 10 0.8889 0.8889 0.8889 9 0.7577 0.7577 0.7577 0.9161
0.717 27.0 378 0.7425 0.9 1.0 0.9474 9 0.8182 1.0 0.9 9 1.0 1.0 1.0 6 0.4545 0.5556 0.5 9 0.8889 0.8889 0.8889 9 0.7143 0.5556 0.6250 9 0.4375 0.7778 0.56 9 0.875 0.875 0.875 8 0.8 0.8 0.8000 10 0.0 0.0 0.0 7 0.8046 0.7778 0.7910 90 1.0 0.9 0.9474 10 0.8889 0.8889 0.8889 9 0.7824 0.7784 0.7804 0.9366
0.6892 28.0 392 0.7230 0.9 1.0 0.9474 9 0.9 1.0 0.9474 9 1.0 1.0 1.0 6 0.5 0.5556 0.5263 9 1.0 0.8889 0.9412 9 0.4667 0.7778 0.5833 9 1.0 0.8889 0.9412 9 0.875 0.875 0.875 8 0.6667 0.8 0.7273 10 0.0 0.0 0.0 7 0.7701 0.7444 0.7571 90 1.0 0.9 0.9474 10 0.8889 0.8889 0.8889 9 0.7865 0.7784 0.7824 0.9355
0.6566 29.0 406 0.6985 1.0 1.0 1.0 9 1.0 1.0 1.0 9 1.0 1.0 1.0 6 0.5 0.5556 0.5263 9 1.0 0.8889 0.9412 9 0.5455 0.6667 0.6 9 0.6154 0.8889 0.7273 9 0.875 0.875 0.875 8 0.6154 0.8 0.6957 10 0.0 0.0 0.0 7 0.8 0.7556 0.7771 90 1.0 0.9 0.9474 10 0.8889 0.8889 0.8889 9 0.7947 0.7784 0.7865 0.9323
0.6256 30.0 420 0.6506 1.0 1.0 1.0 9 0.8182 1.0 0.9 9 1.0 1.0 1.0 6 0.6 0.6667 0.6316 9 1.0 0.8889 0.9412 9 0.6 0.6667 0.6316 9 0.7273 0.8889 0.8000 9 0.875 0.875 0.875 8 0.7 0.7 0.7 10 0.0 0.0 0.0 7 0.8118 0.7667 0.7886 90 1.0 0.9 0.9474 10 0.8889 0.8889 0.8889 9 0.8172 0.7835 0.8 0.9495
0.594 31.0 434 0.6625 1.0 1.0 1.0 9 0.8182 1.0 0.9 9 1.0 1.0 1.0 6 0.6 0.6667 0.6316 9 0.8 0.8889 0.8421 9 0.5455 0.6667 0.6 9 0.7273 0.8889 0.8000 9 0.875 0.875 0.875 8 0.6364 0.7 0.6667 10 0.0 0.0 0.0 7 0.8140 0.7778 0.7955 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8063 0.7938 0.8000 0.9290
0.5698 32.0 448 0.6591 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 1.0 1.0 1.0 6 0.6 0.6667 0.6316 9 0.8889 0.8889 0.8889 9 0.6667 0.8889 0.7619 9 0.7273 0.8889 0.8000 9 0.875 0.875 0.875 8 0.6364 0.7 0.6667 10 0.0 0.0 0.0 7 0.8235 0.7778 0.8000 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8254 0.8041 0.8146 0.9333
0.5524 33.0 462 0.6620 1.0 1.0 1.0 9 0.8182 1.0 0.9 9 1.0 1.0 1.0 6 0.5455 0.6667 0.6 9 0.8 0.8889 0.8421 9 0.3077 0.4444 0.3636 9 0.5385 0.7778 0.6364 9 0.875 0.875 0.875 8 0.5455 0.6 0.5714 10 0.0 0.0 0.0 7 0.7442 0.7111 0.7273 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.7347 0.7423 0.7385 0.9194
0.5356 34.0 476 0.5800 1.0 1.0 1.0 9 0.8182 1.0 0.9 9 1.0 1.0 1.0 6 0.5833 0.7778 0.6667 9 0.8 0.8889 0.8421 9 0.6667 0.6667 0.6667 9 0.5833 0.7778 0.6667 9 0.875 0.875 0.875 8 0.6 0.6 0.6 10 0.0 0.0 0.0 7 0.8214 0.7667 0.7931 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8042 0.7835 0.7937 0.9452
0.5204 35.0 490 0.5581 0.9 1.0 0.9474 9 0.8182 1.0 0.9 9 1.0 1.0 1.0 6 0.5455 0.6667 0.6 9 0.8889 0.8889 0.8889 9 0.6364 0.7778 0.7000 9 0.6667 0.8889 0.7619 9 0.875 0.875 0.875 8 0.5455 0.6 0.5714 10 0.0 0.0 0.0 7 0.8313 0.7667 0.7977 90 1.0 0.9 0.9474 10 0.8889 0.8889 0.8889 9 0.8 0.7835 0.7917 0.9484
0.499 36.0 504 0.5545 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 1.0 1.0 1.0 6 0.6364 0.7778 0.7000 9 0.8889 0.8889 0.8889 9 0.6364 0.7778 0.7000 9 0.8 0.8889 0.8421 9 0.875 0.875 0.875 8 0.6364 0.7 0.6667 10 0.0 0.0 0.0 7 0.8415 0.7667 0.8023 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8378 0.7990 0.8179 0.9452
0.481 37.0 518 0.5360 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 1.0 1.0 1.0 6 0.5833 0.7778 0.6667 9 0.8889 0.8889 0.8889 9 0.5833 0.7778 0.6667 9 0.8 0.8889 0.8421 9 0.875 0.875 0.875 8 0.6364 0.7 0.6667 10 0.0 0.0 0.0 7 0.8214 0.7667 0.7931 90 1.0 0.9 0.9474 10 0.8889 0.8889 0.8889 9 0.8148 0.7938 0.8042 0.9484
0.4623 38.0 532 0.5600 1.0 1.0 1.0 9 1.0 1.0 1.0 9 0.8571 1.0 0.9231 6 0.6364 0.7778 0.7000 9 0.8889 0.8889 0.8889 9 0.5385 0.7778 0.6364 9 1.0 0.8889 0.9412 9 0.875 0.875 0.875 8 0.5455 0.6 0.5714 10 0.0 0.0 0.0 7 0.8434 0.7778 0.8092 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8333 0.7990 0.8158 0.9333
0.4483 39.0 546 0.5192 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 1.0 1.0 1.0 6 0.5455 0.6667 0.6 9 0.8889 0.8889 0.8889 9 0.6154 0.8889 0.7273 9 0.7778 0.7778 0.7778 9 0.875 0.875 0.875 8 0.5455 0.6 0.5714 10 0.0 0.0 0.0 7 0.7614 0.7444 0.7528 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.7865 0.7784 0.7824 0.9441
0.434 40.0 560 0.5335 1.0 1.0 1.0 9 0.8182 1.0 0.9 9 1.0 1.0 1.0 6 0.6364 0.7778 0.7000 9 0.8 0.8889 0.8421 9 0.6364 0.7778 0.7000 9 0.7273 0.8889 0.8000 9 0.875 0.875 0.875 8 0.6 0.6 0.6 10 0.0 0.0 0.0 7 0.8537 0.7778 0.8140 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8289 0.7990 0.8136 0.9366
0.4182 41.0 574 0.5289 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 0.8571 1.0 0.9231 6 0.6364 0.7778 0.7000 9 0.8889 0.8889 0.8889 9 0.5833 0.7778 0.6667 9 0.7273 0.8889 0.8000 9 0.875 0.875 0.875 8 0.6 0.6 0.6 10 0.0 0.0 0.0 7 0.8537 0.7778 0.8140 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8289 0.7990 0.8136 0.9333
0.4085 42.0 588 0.5064 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 0.8571 1.0 0.9231 6 0.5833 0.7778 0.6667 9 0.8889 0.8889 0.8889 9 0.5833 0.7778 0.6667 9 0.6667 0.8889 0.7619 9 0.875 0.875 0.875 8 0.6 0.6 0.6 10 0.0 0.0 0.0 7 0.8214 0.7667 0.7931 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8063 0.7938 0.8000 0.9387
0.3981 43.0 602 0.4786 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 0.8571 1.0 0.9231 6 0.4615 0.6667 0.5455 9 0.8889 0.8889 0.8889 9 0.5 0.6667 0.5714 9 0.5833 0.7778 0.6667 9 0.875 0.875 0.875 8 0.6 0.6 0.6 10 0.0 0.0 0.0 7 0.7614 0.7444 0.7528 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.7602 0.7680 0.7641 0.9419
0.3882 44.0 616 0.4600 1.0 1.0 1.0 9 1.0 1.0 1.0 9 1.0 1.0 1.0 6 0.5833 0.7778 0.6667 9 0.8 0.8889 0.8421 9 0.5 0.7778 0.6087 9 0.5385 0.7778 0.6364 9 0.875 0.875 0.875 8 0.4667 0.7 0.56 10 0.0 0.0 0.0 7 0.7667 0.7667 0.7667 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.7549 0.7938 0.7739 0.9452
0.3768 45.0 630 0.4509 1.0 1.0 1.0 9 1.0 1.0 1.0 9 0.8571 1.0 0.9231 6 0.5385 0.7778 0.6364 9 0.8889 0.8889 0.8889 9 0.875 0.7778 0.8235 9 0.6667 0.8889 0.7619 9 0.875 0.875 0.875 8 0.7 0.7 0.7 10 0.0 0.0 0.0 7 0.8333 0.7778 0.8046 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8342 0.8041 0.8189 0.9473
0.3669 46.0 644 0.4510 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 0.8571 1.0 0.9231 6 0.5455 0.6667 0.6 9 0.8889 0.8889 0.8889 9 0.5556 0.5556 0.5556 9 0.6667 0.8889 0.7619 9 0.875 0.875 0.875 8 0.6364 0.7 0.6667 10 0.0 0.0 0.0 7 0.8434 0.7778 0.8092 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8182 0.7887 0.8031 0.9462
0.3616 47.0 658 0.4259 1.0 1.0 1.0 9 1.0 1.0 1.0 9 0.8571 1.0 0.9231 6 0.7273 0.8889 0.8000 9 1.0 0.8889 0.9412 9 0.6154 0.8889 0.7273 9 0.7273 0.8889 0.8000 9 1.0 1.0 1.0 8 0.6364 0.7 0.6667 10 0.0 0.0 0.0 7 0.8353 0.7889 0.8114 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8421 0.8247 0.8333 0.9527
0.3537 48.0 672 0.4324 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 0.8571 1.0 0.9231 6 0.6364 0.7778 0.7000 9 1.0 0.8889 0.9412 9 0.6667 0.6667 0.6667 9 0.7273 0.8889 0.8000 9 0.875 0.875 0.875 8 0.5455 0.6 0.5714 10 0.0 0.0 0.0 7 0.8313 0.7667 0.7977 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8270 0.7887 0.8074 0.9505
0.3447 49.0 686 0.4240 1.0 1.0 1.0 9 1.0 1.0 1.0 9 0.8571 1.0 0.9231 6 0.5556 0.5556 0.5556 9 1.0 0.8889 0.9412 9 0.5385 0.7778 0.6364 9 0.5385 0.7778 0.6364 9 0.875 0.875 0.875 8 0.5 0.6 0.5455 10 0.0 0.0 0.0 7 0.7816 0.7556 0.7684 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.7772 0.7732 0.7752 0.9452
0.3413 50.0 700 0.4411 1.0 1.0 1.0 9 1.0 1.0 1.0 9 0.8571 1.0 0.9231 6 0.6667 0.8889 0.7619 9 0.8889 0.8889 0.8889 9 0.5833 0.7778 0.6667 9 0.5833 0.7778 0.6667 9 0.875 0.875 0.875 8 0.5455 0.6 0.5714 10 0.0 0.0 0.0 7 0.8118 0.7667 0.7886 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8021 0.7938 0.7979 0.9430
0.3333 51.0 714 0.4267 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 0.8571 1.0 0.9231 6 0.7273 0.8889 0.8000 9 0.8889 0.8889 0.8889 9 0.5556 0.5556 0.5556 9 0.7273 0.8889 0.8000 9 0.875 0.875 0.875 8 0.75 0.6 0.6667 10 0.0 0.0 0.0 7 0.8434 0.7778 0.8092 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8415 0.7938 0.8170 0.9495
0.3247 52.0 728 0.4146 1.0 1.0 1.0 9 1.0 1.0 1.0 9 0.8571 1.0 0.9231 6 0.6667 0.8889 0.7619 9 0.8889 0.8889 0.8889 9 0.7778 0.7778 0.7778 9 0.5833 0.7778 0.6667 9 0.875 0.875 0.875 8 0.5455 0.6 0.5714 10 0.0 0.0 0.0 7 0.8333 0.7778 0.8046 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8245 0.7990 0.8115 0.9495
0.3187 53.0 742 0.4073 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 0.8571 1.0 0.9231 6 0.7273 0.8889 0.8000 9 0.8889 0.8889 0.8889 9 0.6 0.6667 0.6316 9 0.5385 0.7778 0.6364 9 0.875 0.875 0.875 8 0.6364 0.7 0.6667 10 0.0 0.0 0.0 7 0.8372 0.8 0.8182 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8177 0.8093 0.8135 0.9516
0.3155 54.0 756 0.4035 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 0.8571 1.0 0.9231 6 0.7273 0.8889 0.8000 9 0.8 0.8889 0.8421 9 0.6667 0.6667 0.6667 9 0.5833 0.7778 0.6667 9 0.875 0.875 0.875 8 0.6364 0.7 0.6667 10 0.0 0.0 0.0 7 0.8276 0.8 0.8136 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8177 0.8093 0.8135 0.9505
0.3076 55.0 770 0.3973 1.0 1.0 1.0 9 1.0 1.0 1.0 9 1.0 1.0 1.0 6 0.7 0.7778 0.7368 9 0.8889 0.8889 0.8889 9 0.7 0.7778 0.7368 9 0.5833 0.7778 0.6667 9 0.875 0.875 0.875 8 0.6364 0.7 0.6667 10 0.0 0.0 0.0 7 0.8353 0.7889 0.8114 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8342 0.8041 0.8189 0.9505
0.3031 56.0 784 0.3891 1.0 1.0 1.0 9 1.0 1.0 1.0 9 1.0 1.0 1.0 6 0.7273 0.8889 0.8000 9 0.8 0.8889 0.8421 9 0.6364 0.7778 0.7000 9 0.8182 1.0 0.9 9 0.875 0.875 0.875 8 0.6364 0.7 0.6667 10 0.0 0.0 0.0 7 0.8276 0.8 0.8136 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8377 0.8247 0.8312 0.9527
0.3007 57.0 798 0.3998 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 0.8571 1.0 0.9231 6 0.6667 0.8889 0.7619 9 0.8889 0.8889 0.8889 9 0.6 0.6667 0.6316 9 0.6667 0.8889 0.7619 9 0.875 0.875 0.875 8 0.6667 0.8 0.7273 10 0.0 0.0 0.0 7 0.8256 0.7889 0.8068 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8187 0.8144 0.8165 0.9462
0.2945 58.0 812 0.4096 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 0.8571 1.0 0.9231 6 0.7 0.7778 0.7368 9 0.8889 0.8889 0.8889 9 0.5455 0.6667 0.6 9 0.5333 0.8889 0.6667 9 0.875 0.875 0.875 8 0.6364 0.7 0.6667 10 0.0 0.0 0.0 7 0.8675 0.8 0.8324 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8220 0.8093 0.8156 0.9409
0.2921 59.0 826 0.3963 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 0.8571 1.0 0.9231 6 0.6 0.6667 0.6316 9 0.8889 0.8889 0.8889 9 0.5 0.6667 0.5714 9 0.5333 0.8889 0.6667 9 0.875 0.875 0.875 8 0.6364 0.7 0.6667 10 0.0 0.0 0.0 7 0.8353 0.7889 0.8114 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.7990 0.7990 0.7990 0.9430
0.2865 60.0 840 0.3882 1.0 1.0 1.0 9 0.8182 1.0 0.9 9 1.0 1.0 1.0 6 0.6 0.6667 0.6316 9 0.8889 0.8889 0.8889 9 0.5 0.6667 0.5714 9 0.5714 0.8889 0.6957 9 0.875 0.875 0.875 8 0.6364 0.7 0.6667 10 0.0 0.0 0.0 7 0.8161 0.7889 0.8023 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.7949 0.7990 0.7969 0.9441
0.2843 61.0 854 0.3831 1.0 1.0 1.0 9 0.8182 1.0 0.9 9 1.0 1.0 1.0 6 0.8 0.8889 0.8421 9 0.8889 0.8889 0.8889 9 0.5 0.6667 0.5714 9 0.5714 0.8889 0.6957 9 0.875 0.875 0.875 8 0.6364 0.7 0.6667 10 0.0 0.0 0.0 7 0.8372 0.8 0.8182 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8144 0.8144 0.8144 0.9484
0.2798 62.0 868 0.3660 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 0.8571 1.0 0.9231 6 0.8 0.8889 0.8421 9 0.8889 0.8889 0.8889 9 0.75 0.6667 0.7059 9 0.6154 0.8889 0.7273 9 0.875 0.875 0.875 8 0.6364 0.7 0.6667 10 0.0 0.0 0.0 7 0.8588 0.8111 0.8343 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8457 0.8196 0.8325 0.9548
0.2764 63.0 882 0.3621 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 0.8571 1.0 0.9231 6 0.7 0.7778 0.7368 9 0.8889 0.8889 0.8889 9 0.75 0.6667 0.7059 9 0.6154 0.8889 0.7273 9 0.875 0.875 0.875 8 0.6364 0.7 0.6667 10 0.0 0.0 0.0 7 0.8471 0.8 0.8229 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8351 0.8093 0.8220 0.9538
0.2717 64.0 896 0.3604 1.0 1.0 1.0 9 0.8182 1.0 0.9 9 1.0 1.0 1.0 6 0.7 0.7778 0.7368 9 0.8889 0.8889 0.8889 9 0.5 0.6667 0.5714 9 0.6154 0.8889 0.7273 9 0.875 0.875 0.875 8 0.5455 0.6 0.5714 10 0.0 0.0 0.0 7 0.8140 0.7778 0.7955 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.7979 0.7938 0.7959 0.9495
0.2645 65.0 910 0.3545 1.0 1.0 1.0 9 0.8182 1.0 0.9 9 1.0 1.0 1.0 6 0.7 0.7778 0.7368 9 0.8889 0.8889 0.8889 9 0.5 0.6667 0.5714 9 0.6154 0.8889 0.7273 9 0.7778 0.875 0.8235 8 0.5455 0.6 0.5714 10 0.0 0.0 0.0 7 0.8046 0.7778 0.7910 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.7897 0.7938 0.7918 0.9473
0.2579 66.0 924 0.3565 1.0 1.0 1.0 9 0.8182 1.0 0.9 9 1.0 1.0 1.0 6 0.7 0.7778 0.7368 9 0.8889 0.8889 0.8889 9 0.5455 0.6667 0.6 9 0.6154 0.8889 0.7273 9 0.7778 0.875 0.8235 8 0.5455 0.6 0.5714 10 0.0 0.0 0.0 7 0.8140 0.7778 0.7955 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.7979 0.7938 0.7959 0.9462
0.2549 67.0 938 0.3506 1.0 1.0 1.0 9 0.8182 1.0 0.9 9 1.0 1.0 1.0 6 0.7 0.7778 0.7368 9 1.0 0.8889 0.9412 9 0.6 0.6667 0.6316 9 0.6923 1.0 0.8182 9 0.875 0.875 0.875 8 0.5455 0.6 0.5714 10 0.0 0.0 0.0 7 0.8353 0.7889 0.8114 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8254 0.8041 0.8146 0.9505
0.2485 68.0 952 0.3344 1.0 1.0 1.0 9 0.8182 1.0 0.9 9 1.0 1.0 1.0 6 0.7 0.7778 0.7368 9 1.0 0.8889 0.9412 9 0.5455 0.6667 0.6 9 0.75 1.0 0.8571 9 0.7778 0.875 0.8235 8 0.6364 0.7 0.6667 10 1.0 0.2857 0.4444 7 0.8111 0.8111 0.8111 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8173 0.8299 0.8235 0.9559
0.2448 69.0 966 0.3363 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 0.8571 1.0 0.9231 6 0.6364 0.7778 0.7000 9 1.0 0.8889 0.9412 9 0.5455 0.6667 0.6 9 0.8182 1.0 0.9 9 0.7778 0.875 0.8235 8 0.6364 0.7 0.6667 10 1.0 0.4286 0.6 7 0.8242 0.8333 0.8287 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8241 0.8454 0.8346 0.9570
0.2398 70.0 980 0.3326 1.0 1.0 1.0 9 0.8182 1.0 0.9 9 1.0 1.0 1.0 6 0.6364 0.7778 0.7000 9 1.0 0.8889 0.9412 9 0.5 0.6667 0.5714 9 0.6667 0.8889 0.7619 9 0.875 0.875 0.875 8 0.6364 0.7 0.6667 10 0.8333 0.7143 0.7692 7 0.8495 0.8778 0.8634 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8244 0.8711 0.8471 0.9613
0.2354 71.0 994 0.3309 1.0 1.0 1.0 9 0.8182 1.0 0.9 9 1.0 1.0 1.0 6 0.5833 0.7778 0.6667 9 1.0 0.8889 0.9412 9 0.5 0.6667 0.5714 9 0.6667 0.8889 0.7619 9 0.875 0.875 0.875 8 0.6364 0.7 0.6667 10 0.8333 0.7143 0.7692 7 0.8404 0.8778 0.8587 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8164 0.8711 0.8429 0.9602
0.2336 72.0 1008 0.3309 1.0 1.0 1.0 9 0.8182 1.0 0.9 9 1.0 1.0 1.0 6 0.6364 0.7778 0.7000 9 1.0 0.8889 0.9412 9 0.5 0.6667 0.5714 9 0.6667 0.8889 0.7619 9 0.875 0.875 0.875 8 0.5455 0.6 0.5714 10 0.8333 0.7143 0.7692 7 0.8478 0.8667 0.8571 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8186 0.8608 0.8392 0.9602
0.2306 73.0 1022 0.3333 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 0.8571 1.0 0.9231 6 0.6364 0.7778 0.7000 9 1.0 0.8889 0.9412 9 0.5 0.6667 0.5714 9 0.6667 0.8889 0.7619 9 0.7778 0.875 0.8235 8 0.5455 0.6 0.5714 10 0.8333 0.7143 0.7692 7 0.8387 0.8667 0.8525 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8107 0.8608 0.8350 0.9570
0.2284 74.0 1036 0.3317 1.0 1.0 1.0 9 0.8182 1.0 0.9 9 1.0 1.0 1.0 6 0.6364 0.7778 0.7000 9 1.0 0.8889 0.9412 9 0.5455 0.6667 0.6 9 0.6154 0.8889 0.7273 9 0.875 0.875 0.875 8 0.5455 0.6 0.5714 10 0.8333 0.7143 0.7692 7 0.8681 0.8778 0.8729 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8276 0.8660 0.8463 0.9581
0.2262 75.0 1050 0.3197 1.0 1.0 1.0 9 0.8182 1.0 0.9 9 1.0 1.0 1.0 6 0.7273 0.8889 0.8000 9 1.0 0.8889 0.9412 9 0.5455 0.6667 0.6 9 0.6667 0.8889 0.7619 9 0.875 0.875 0.875 8 0.5455 0.6 0.5714 10 0.8333 0.7143 0.7692 7 0.8681 0.8778 0.8729 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8366 0.8711 0.8535 0.9624
0.2237 76.0 1064 0.3239 1.0 1.0 1.0 9 0.8182 1.0 0.9 9 1.0 1.0 1.0 6 0.6364 0.7778 0.7000 9 1.0 0.8889 0.9412 9 0.5 0.6667 0.5714 9 0.6154 0.8889 0.7273 9 0.875 0.875 0.875 8 0.5455 0.6 0.5714 10 0.75 0.4286 0.5455 7 0.8444 0.8444 0.8444 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8109 0.8402 0.8253 0.9570
0.2246 77.0 1078 0.3200 1.0 1.0 1.0 9 0.8182 1.0 0.9 9 1.0 1.0 1.0 6 0.7273 0.8889 0.8000 9 1.0 0.8889 0.9412 9 0.5 0.6667 0.5714 9 0.6667 0.8889 0.7619 9 0.875 0.875 0.875 8 0.5455 0.6 0.5714 10 0.8333 0.7143 0.7692 7 0.8587 0.8778 0.8681 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8284 0.8711 0.8492 0.9613
0.2223 78.0 1092 0.3144 1.0 1.0 1.0 9 0.8182 1.0 0.9 9 1.0 1.0 1.0 6 0.6364 0.7778 0.7000 9 1.0 0.8889 0.9412 9 0.6 0.6667 0.6316 9 0.6667 0.8889 0.7619 9 0.875 0.875 0.875 8 0.5455 0.6 0.5714 10 0.8333 0.7143 0.7692 7 0.8667 0.8667 0.8667 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.835 0.8608 0.8477 0.9624
0.2203 79.0 1106 0.3103 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 0.8571 1.0 0.9231 6 0.6364 0.7778 0.7000 9 1.0 0.8889 0.9412 9 0.6667 0.6667 0.6667 9 0.6667 0.8889 0.7619 9 0.875 0.875 0.875 8 0.6364 0.7 0.6667 10 0.8333 0.7143 0.7692 7 0.8889 0.8889 0.8889 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8543 0.8763 0.8651 0.9645
0.2196 80.0 1120 0.3106 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 0.8571 1.0 0.9231 6 0.7 0.7778 0.7368 9 1.0 0.8889 0.9412 9 0.75 0.6667 0.7059 9 0.75 1.0 0.8571 9 0.875 0.875 0.875 8 0.5455 0.6 0.5714 10 0.8333 0.7143 0.7692 7 0.8876 0.8778 0.8827 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8622 0.8711 0.8667 0.9645
0.2188 81.0 1134 0.3114 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 0.8571 1.0 0.9231 6 0.7 0.7778 0.7368 9 1.0 0.8889 0.9412 9 0.75 0.6667 0.7059 9 0.75 1.0 0.8571 9 0.875 0.875 0.875 8 0.5455 0.6 0.5714 10 0.8333 0.7143 0.7692 7 0.8876 0.8778 0.8827 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8622 0.8711 0.8667 0.9645
0.2194 82.0 1148 0.3130 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 0.8571 1.0 0.9231 6 0.6364 0.7778 0.7000 9 1.0 0.8889 0.9412 9 0.6 0.6667 0.6316 9 0.6667 0.8889 0.7619 9 0.875 0.875 0.875 8 0.5455 0.6 0.5714 10 0.8333 0.7143 0.7692 7 0.8667 0.8667 0.8667 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.835 0.8608 0.8477 0.9624
0.2167 83.0 1162 0.3162 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 0.8571 1.0 0.9231 6 0.7 0.7778 0.7368 9 1.0 0.8889 0.9412 9 0.5 0.6667 0.5714 9 0.6154 0.8889 0.7273 9 0.875 0.875 0.875 8 0.5455 0.6 0.5714 10 0.8333 0.7143 0.7692 7 0.8478 0.8667 0.8571 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8186 0.8608 0.8392 0.9602
0.2162 84.0 1176 0.3158 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 0.8571 1.0 0.9231 6 0.7 0.7778 0.7368 9 1.0 0.8889 0.9412 9 0.5 0.6667 0.5714 9 0.6154 0.8889 0.7273 9 0.875 0.875 0.875 8 0.5455 0.6 0.5714 10 0.8333 0.7143 0.7692 7 0.8478 0.8667 0.8571 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8186 0.8608 0.8392 0.9602
0.2157 85.0 1190 0.3159 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 0.8571 1.0 0.9231 6 0.7 0.7778 0.7368 9 1.0 0.8889 0.9412 9 0.5 0.6667 0.5714 9 0.6154 0.8889 0.7273 9 0.875 0.875 0.875 8 0.5455 0.6 0.5714 10 0.8333 0.7143 0.7692 7 0.8478 0.8667 0.8571 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8186 0.8608 0.8392 0.9602
0.2141 86.0 1204 0.3150 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 0.8571 1.0 0.9231 6 0.7 0.7778 0.7368 9 1.0 0.8889 0.9412 9 0.5 0.6667 0.5714 9 0.6154 0.8889 0.7273 9 0.875 0.875 0.875 8 0.5455 0.6 0.5714 10 0.8333 0.7143 0.7692 7 0.8478 0.8667 0.8571 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8186 0.8608 0.8392 0.9602
0.2144 87.0 1218 0.3139 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 0.8571 1.0 0.9231 6 0.7 0.7778 0.7368 9 1.0 0.8889 0.9412 9 0.5 0.6667 0.5714 9 0.6154 0.8889 0.7273 9 0.875 0.875 0.875 8 0.5455 0.6 0.5714 10 0.8333 0.7143 0.7692 7 0.8478 0.8667 0.8571 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8186 0.8608 0.8392 0.9602
0.2137 88.0 1232 0.3141 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 0.8571 1.0 0.9231 6 0.7 0.7778 0.7368 9 1.0 0.8889 0.9412 9 0.5 0.6667 0.5714 9 0.6154 0.8889 0.7273 9 0.875 0.875 0.875 8 0.5455 0.6 0.5714 10 0.8333 0.7143 0.7692 7 0.8478 0.8667 0.8571 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8186 0.8608 0.8392 0.9602
0.2123 89.0 1246 0.3138 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 0.8571 1.0 0.9231 6 0.7 0.7778 0.7368 9 1.0 0.8889 0.9412 9 0.5 0.6667 0.5714 9 0.6154 0.8889 0.7273 9 0.875 0.875 0.875 8 0.5455 0.6 0.5714 10 0.8333 0.7143 0.7692 7 0.8478 0.8667 0.8571 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8186 0.8608 0.8392 0.9602
0.2137 90.0 1260 0.3135 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 0.8571 1.0 0.9231 6 0.7 0.7778 0.7368 9 1.0 0.8889 0.9412 9 0.5 0.6667 0.5714 9 0.6154 0.8889 0.7273 9 0.875 0.875 0.875 8 0.5455 0.6 0.5714 10 0.8333 0.7143 0.7692 7 0.8478 0.8667 0.8571 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8186 0.8608 0.8392 0.9602
0.2124 91.0 1274 0.3141 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 0.8571 1.0 0.9231 6 0.7 0.7778 0.7368 9 1.0 0.8889 0.9412 9 0.5 0.6667 0.5714 9 0.6154 0.8889 0.7273 9 0.875 0.875 0.875 8 0.5455 0.6 0.5714 10 0.8333 0.7143 0.7692 7 0.8478 0.8667 0.8571 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8186 0.8608 0.8392 0.9602
0.2123 92.0 1288 0.3139 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 0.8571 1.0 0.9231 6 0.7 0.7778 0.7368 9 1.0 0.8889 0.9412 9 0.5 0.6667 0.5714 9 0.6154 0.8889 0.7273 9 0.875 0.875 0.875 8 0.5455 0.6 0.5714 10 0.8333 0.7143 0.7692 7 0.8478 0.8667 0.8571 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8186 0.8608 0.8392 0.9602
0.2123 93.0 1302 0.3139 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 0.8571 1.0 0.9231 6 0.7 0.7778 0.7368 9 1.0 0.8889 0.9412 9 0.5 0.6667 0.5714 9 0.6154 0.8889 0.7273 9 0.875 0.875 0.875 8 0.5455 0.6 0.5714 10 0.8333 0.7143 0.7692 7 0.8478 0.8667 0.8571 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8186 0.8608 0.8392 0.9602
0.2117 94.0 1316 0.3137 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 0.8571 1.0 0.9231 6 0.7 0.7778 0.7368 9 1.0 0.8889 0.9412 9 0.5 0.6667 0.5714 9 0.6154 0.8889 0.7273 9 0.875 0.875 0.875 8 0.5455 0.6 0.5714 10 0.8333 0.7143 0.7692 7 0.8478 0.8667 0.8571 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8186 0.8608 0.8392 0.9602
0.2113 95.0 1330 0.3135 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 0.8571 1.0 0.9231 6 0.7 0.7778 0.7368 9 1.0 0.8889 0.9412 9 0.5 0.6667 0.5714 9 0.6154 0.8889 0.7273 9 0.875 0.875 0.875 8 0.5455 0.6 0.5714 10 0.8333 0.7143 0.7692 7 0.8478 0.8667 0.8571 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8186 0.8608 0.8392 0.9602
0.212 96.0 1344 0.3135 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 0.8571 1.0 0.9231 6 0.7 0.7778 0.7368 9 1.0 0.8889 0.9412 9 0.5 0.6667 0.5714 9 0.6154 0.8889 0.7273 9 0.875 0.875 0.875 8 0.5455 0.6 0.5714 10 0.8333 0.7143 0.7692 7 0.8478 0.8667 0.8571 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8186 0.8608 0.8392 0.9602
0.2127 97.0 1358 0.3135 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 0.8571 1.0 0.9231 6 0.7 0.7778 0.7368 9 1.0 0.8889 0.9412 9 0.5 0.6667 0.5714 9 0.6154 0.8889 0.7273 9 0.875 0.875 0.875 8 0.5455 0.6 0.5714 10 0.8333 0.7143 0.7692 7 0.8478 0.8667 0.8571 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8186 0.8608 0.8392 0.9602
0.2111 98.0 1372 0.3135 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 0.8571 1.0 0.9231 6 0.7 0.7778 0.7368 9 1.0 0.8889 0.9412 9 0.5 0.6667 0.5714 9 0.6154 0.8889 0.7273 9 0.875 0.875 0.875 8 0.5455 0.6 0.5714 10 0.8333 0.7143 0.7692 7 0.8478 0.8667 0.8571 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8186 0.8608 0.8392 0.9602
0.2112 99.0 1386 0.3134 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 0.8571 1.0 0.9231 6 0.7 0.7778 0.7368 9 1.0 0.8889 0.9412 9 0.5 0.6667 0.5714 9 0.6154 0.8889 0.7273 9 0.875 0.875 0.875 8 0.5455 0.6 0.5714 10 0.8333 0.7143 0.7692 7 0.8478 0.8667 0.8571 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8186 0.8608 0.8392 0.9602
0.211 100.0 1400 0.3134 1.0 1.0 1.0 9 0.9 1.0 0.9474 9 0.8571 1.0 0.9231 6 0.7 0.7778 0.7368 9 1.0 0.8889 0.9412 9 0.5 0.6667 0.5714 9 0.6154 0.8889 0.7273 9 0.875 0.875 0.875 8 0.5455 0.6 0.5714 10 0.8333 0.7143 0.7692 7 0.8478 0.8667 0.8571 90 1.0 0.9 0.9474 10 1.0 1.0 1.0 9 0.8186 0.8608 0.8392 0.9602

Framework versions

  • Transformers 4.57.3
  • Pytorch 2.9.0+cu126
  • Datasets 3.6.0
  • Tokenizers 0.22.1
Downloads last month
8
Safetensors
Model size
0.2B params
Tensor type
F32
·
Inference Providers NEW
Token Classification
This model isn't deployed by any Inference Provider. 🙋 Ask for provider support

Model tree for DjBROW/run

Base model

microsoft/layoutlmv2-base-uncased
Finetuned
(80)
this model

Evaluation results

Metadata error: specify a dataset to view leaderboard