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

DjBROW/run

run

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

DjBROW/
run