transformers safetensors m2m_100 text2text-generation generated_from_trainer base_model:facebook/m2m100_1.2B license:mit autotrain_compatible endpoints_compatible region:us
---
license: mit
base_model: facebook/m2m100_1.2B
tags:
- generated_from_trainer
metrics:
- bleu
model-index:
- name: cs_m2m_0.0001_1000_v0.2
  results: []
---

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# cs_m2m_0.0001_1000_v0.2

This model is a fine-tuned version of [facebook/m2m100_1.2B](https://huggingface.co/facebook/m2m100_1.2B) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 5.5078
- Bleu: 12.0017
- Gen Len: 18.7143

## 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: 0.0001
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1000

### Training results

| Training Loss | Epoch  | Step | Validation Loss | Bleu    | Gen Len  |
|:-------------:|:------:|:----:|:---------------:|:-------:|:--------:|
| 1.6235        | 1.0    | 6    | 3.1216          | 1.1071  | 182.4286 |
| 2.1511        | 2.0    | 12   | 2.6739          | 5.9406  | 67.5238  |
| 1.0125        | 3.0    | 18   | 2.8202          | 32.8948 | 18.0476  |
| 0.2756        | 4.0    | 24   | 2.7618          | 30.3515 | 20.381   |
| 0.1416        | 5.0    | 30   | 2.8145          | 34.2806 | 19.381   |
| 0.2196        | 6.0    | 36   | 2.9120          | 31.4135 | 18.8571  |
| 0.0214        | 7.0    | 42   | 2.9032          | 34.2255 | 18.8571  |
| 0.068         | 8.0    | 48   | 3.0114          | 33.8226 | 18.2857  |
| 0.0077        | 9.0    | 54   | 3.3134          | 31.7353 | 18.7143  |
| 0.0142        | 10.0   | 60   | 3.3474          | 32.9956 | 19.9524  |
| 0.3407        | 11.0   | 66   | 3.2777          | 33.0364 | 20.2857  |
| 0.0342        | 12.0   | 72   | 3.0482          | 32.7799 | 18.6667  |
| 0.0182        | 13.0   | 78   | 3.1831          | 33.4632 | 18.8571  |
| 0.0121        | 14.0   | 84   | 3.4258          | 31.4084 | 20.0476  |
| 0.0047        | 15.0   | 90   | 3.5559          | 28.5304 | 21.9524  |
| 0.0125        | 16.0   | 96   | 3.6284          | 30.5548 | 18.2381  |
| 0.0062        | 17.0   | 102  | 3.3837          | 34.545  | 20.1429  |
| 0.1424        | 18.0   | 108  | 3.4150          | 33.1066 | 20.0476  |
| 0.0133        | 19.0   | 114  | 3.3158          | 33.939  | 20.619   |
| 0.0049        | 20.0   | 120  | 3.2756          | 34.5249 | 20.7619  |
| 0.0624        | 21.0   | 126  | 3.4687          | 32.9476 | 19.1905  |
| 0.011         | 22.0   | 132  | 3.4373          | 29.3878 | 19.6667  |
| 0.0019        | 23.0   | 138  | 3.3622          | 29.0288 | 21.4762  |
| 0.0019        | 24.0   | 144  | 3.4620          | 33.4258 | 20.0476  |
| 0.0025        | 25.0   | 150  | 3.5982          | 33.6324 | 19.0476  |
| 0.0058        | 26.0   | 156  | 3.4990          | 30.0275 | 19.1905  |
| 0.0059        | 27.0   | 162  | 3.4259          | 17.5499 | 28.1429  |
| 0.4044        | 28.0   | 168  | 3.4671          | 32.7084 | 20.2381  |
| 0.1177        | 29.0   | 174  | 3.5832          | 32.7853 | 18.4762  |
| 0.0029        | 30.0   | 180  | 3.7980          | 28.1671 | 20.6667  |
| 0.0043        | 31.0   | 186  | 3.8875          | 27.4062 | 21.0476  |
| 0.0015        | 32.0   | 192  | 3.7258          | 22.7259 | 19.4762  |
| 0.0017        | 33.0   | 198  | 3.6420          | 24.153  | 18.9048  |
| 0.0029        | 34.0   | 204  | 3.5068          | 28.0106 | 21.0476  |
| 0.0004        | 35.0   | 210  | 3.5790          | 30.1971 | 20.0952  |
| 0.3103        | 36.0   | 216  | 3.7752          | 29.0077 | 19.7619  |
| 0.0011        | 37.0   | 222  | 3.8624          | 28.7693 | 19.3333  |
| 0.0013        | 38.0   | 228  | 3.8160          | 22.2956 | 21.619   |
| 0.002         | 39.0   | 234  | 3.7358          | 23.7878 | 20.1905  |
| 0.0012        | 40.0   | 240  | 3.6225          | 17.2788 | 26.1905  |
| 0.0046        | 41.0   | 246  | 3.6809          | 25.139  | 18.9524  |
| 0.0019        | 42.0   | 252  | 3.7094          | 27.408  | 19.8095  |
| 0.0156        | 43.0   | 258  | 3.7032          | 27.9691 | 19.9524  |
| 0.0195        | 44.0   | 264  | 3.6799          | 30.675  | 20.1429  |
| 0.0035        | 45.0   | 270  | 3.7168          | 28.3706 | 21.5714  |
| 0.0035        | 46.0   | 276  | 3.9087          | 26.5034 | 21.1905  |
| 0.0013        | 47.0   | 282  | 4.0252          | 30.5792 | 19.9048  |
| 0.0039        | 48.0   | 288  | 4.0665          | 32.7828 | 18.8095  |
| 0.0017        | 49.0   | 294  | 4.0827          | 29.7314 | 19.8571  |
| 0.0002        | 50.0   | 300  | 4.2185          | 23.5081 | 18.2381  |
| 0.0014        | 51.0   | 306  | 3.9319          | 25.6718 | 20.7143  |
| 0.0104        | 52.0   | 312  | 3.7359          | 28.3063 | 19.0476  |
| 0.508         | 53.0   | 318  | 3.9236          | 25.4857 | 18.619   |
| 0.0015        | 54.0   | 324  | 4.2185          | 26.1403 | 20.381   |
| 0.0014        | 55.0   | 330  | 4.1055          | 30.0463 | 20.6667  |
| 0.0015        | 56.0   | 336  | 3.9405          | 29.4927 | 20.4286  |
| 0.0033        | 57.0   | 342  | 3.8714          | 28.0294 | 19.8095  |
| 0.0006        | 58.0   | 348  | 3.9198          | 23.4215 | 20.2857  |
| 0.0002        | 59.0   | 354  | 3.9765          | 25.1791 | 19.9524  |
| 0.0028        | 60.0   | 360  | 4.0170          | 25.2148 | 19.2857  |
| 0.0024        | 61.0   | 366  | 4.0436          | 23.2995 | 19.619   |
| 0.0004        | 62.0   | 372  | 4.0766          | 23.1541 | 19.7143  |
| 0.0001        | 63.0   | 378  | 4.1342          | 25.3009 | 19.7619  |
| 0.0003        | 64.0   | 384  | 4.0904          | 26.8957 | 20.619   |
| 0.8996        | 65.0   | 390  | 4.0908          | 29.9418 | 20.381   |
| 0.009         | 66.0   | 396  | 3.9971          | 25.8937 | 18.7619  |
| 0.0005        | 67.0   | 402  | 4.0960          | 25.9468 | 18.5714  |
| 0.0035        | 68.0   | 408  | 4.2336          | 21.032  | 17.7619  |
| 0.0192        | 69.0   | 414  | 4.2336          | 20.9038 | 17.9048  |
| 0.0151        | 70.0   | 420  | 4.1529          | 26.3011 | 20.1429  |
| 0.0005        | 71.0   | 426  | 4.1044          | 24.9961 | 19.8571  |
| 0.0012        | 72.0   | 432  | 4.1027          | 26.6399 | 19.7619  |
| 0.001         | 73.0   | 438  | 4.0619          | 22.6393 | 18.3333  |
| 0.0003        | 74.0   | 444  | 4.0686          | 23.1001 | 18.5238  |
| 0.0029        | 75.0   | 450  | 4.1933          | 22.9162 | 18.3333  |
| 0.0011        | 76.0   | 456  | 4.3381          | 24.3938 | 18.7143  |
| 0.0002        | 77.0   | 462  | 4.1431          | 26.2075 | 19.8095  |
| 0.0008        | 78.0   | 468  | 4.0253          | 27.1667 | 19.2857  |
| 0.001         | 79.0   | 474  | 4.0322          | 23.6711 | 18.7619  |
| 0.0004        | 80.0   | 480  | 3.9238          | 24.3176 | 18.9048  |
| 0.001         | 81.0   | 486  | 3.9086          | 19.482  | 19.4286  |
| 0.0023        | 82.0   | 492  | 3.9866          | 21.1211 | 20.5238  |
| 0.0002        | 83.0   | 498  | 4.0296          | 23.097  | 19.4762  |
| 0.069         | 84.0   | 504  | 4.0769          | 24.1863 | 18.9524  |
| 0.0008        | 85.0   | 510  | 4.2465          | 22.3941 | 17.4286  |
| 0.0006        | 86.0   | 516  | 4.2276          | 22.7824 | 17.4762  |
| 0.0003        | 87.0   | 522  | 4.0682          | 21.1218 | 21.5714  |
| 0.0002        | 88.0   | 528  | 4.1479          | 25.6165 | 20.2857  |
| 0.0004        | 89.0   | 534  | 4.1628          | 26.7321 | 19.8571  |
| 0.0006        | 90.0   | 540  | 4.1467          | 27.1628 | 17.4286  |
| 0.0004        | 91.0   | 546  | 4.0418          | 21.4749 | 30.2857  |
| 0.0217        | 92.0   | 552  | 3.9456          | 25.4405 | 18.619   |
| 0.0002        | 93.0   | 558  | 4.1115          | 26.3451 | 18.9048  |
| 0.0002        | 94.0   | 564  | 4.1718          | 26.8126 | 18.4286  |
| 0.0003        | 95.0   | 570  | 4.3195          | 26.4297 | 18.4286  |
| 0.0002        | 96.0   | 576  | 4.2113          | 25.312  | 18.619   |
| 0.0009        | 97.0   | 582  | 4.1035          | 25.3846 | 19.2857  |
| 0.0006        | 98.0   | 588  | 3.9774          | 27.6459 | 19.2857  |
| 0.0011        | 99.0   | 594  | 4.0240          | 27.8251 | 18.9048  |
| 0.0013        | 100.0  | 600  | 4.1415          | 28.1015 | 18.0     |
| 0.0001        | 101.0  | 606  | 4.2384          | 26.7751 | 17.619   |
| 0.2476        | 102.0  | 612  | 4.1685          | 26.7758 | 18.6667  |
| 0.0006        | 103.0  | 618  | 4.0120          | 26.7558 | 18.3333  |
| 0.0003        | 104.0  | 624  | 4.1456          | 26.0212 | 17.7143  |
| 0.0003        | 105.0  | 630  | 4.2727          | 16.3849 | 25.7619  |
| 0.0012        | 106.0  | 636  | 4.3707          | 24.6706 | 17.0     |
| 0.0005        | 107.0  | 642  | 4.2763          | 23.4051 | 17.5714  |
| 0.0005        | 108.0  | 648  | 4.2098          | 24.6073 | 17.6667  |
| 0.001         | 109.0  | 654  | 4.3486          | 24.4638 | 16.7143  |
| 0.0001        | 110.0  | 660  | 4.4060          | 23.0775 | 17.9048  |
| 0.0001        | 111.0  | 666  | 4.3294          | 23.1288 | 18.2857  |
| 0.0005        | 112.0  | 672  | 4.3417          | 23.1363 | 19.0952  |
| 0.0388        | 113.0  | 678  | 4.4060          | 23.9635 | 17.5714  |
| 0.079         | 114.0  | 684  | 4.4926          | 23.8987 | 19.6667  |
| 0.0005        | 115.0  | 690  | 4.4246          | 18.9355 | 19.1905  |
| 0.0012        | 116.0  | 696  | 4.2388          | 21.5801 | 17.6667  |
| 0.008         | 117.0  | 702  | 4.2769          | 23.7515 | 17.5714  |
| 0.2667        | 118.0  | 708  | 4.1148          | 21.8428 | 19.4286  |
| 0.5344        | 119.0  | 714  | 4.2021          | 22.3258 | 20.1429  |
| 0.0014        | 120.0  | 720  | 4.4714          | 17.9083 | 19.2381  |
| 0.0137        | 121.0  | 726  | 4.3663          | 20.678  | 17.8571  |
| 0.0006        | 122.0  | 732  | 4.4808          | 19.1613 | 19.2857  |
| 0.004         | 123.0  | 738  | 4.4440          | 19.1254 | 18.0     |
| 0.28          | 124.0  | 744  | 4.4425          | 19.9293 | 18.2381  |
| 0.0003        | 125.0  | 750  | 4.4823          | 18.2782 | 18.9048  |
| 0.0021        | 126.0  | 756  | 4.5218          | 18.8575 | 18.2381  |
| 0.0002        | 127.0  | 762  | 4.5591          | 18.7984 | 18.0952  |
| 0.0008        | 128.0  | 768  | 4.6967          | 23.9795 | 21.8571  |
| 0.0005        | 129.0  | 774  | 4.6935          | 23.0787 | 18.7619  |
| 0.033         | 130.0  | 780  | 4.7538          | 22.7977 | 18.5238  |
| 0.0044        | 131.0  | 786  | 4.6325          | 17.272  | 17.2857  |
| 0.0674        | 132.0  | 792  | 4.6337          | 16.4075 | 19.2857  |
| 0.003         | 133.0  | 798  | 4.5509          | 18.584  | 21.4286  |
| 0.0024        | 134.0  | 804  | 4.5021          | 19.3089 | 20.5714  |
| 0.0125        | 135.0  | 810  | 4.5807          | 18.8576 | 18.2381  |
| 0.0095        | 136.0  | 816  | 4.3189          | 20.029  | 20.0     |
| 0.0024        | 137.0  | 822  | 4.4094          | 18.3735 | 17.8571  |
| 0.002         | 138.0  | 828  | 4.5034          | 18.0091 | 19.5714  |
| 0.07          | 139.0  | 834  | 4.4871          | 18.1942 | 18.7619  |
| 0.0011        | 140.0  | 840  | 4.6454          | 14.6238 | 18.619   |
| 0.4497        | 141.0  | 846  | 4.6637          | 17.911  | 19.4762  |
| 0.0087        | 142.0  | 852  | 4.7320          | 18.9617 | 20.5714  |
| 0.0021        | 143.0  | 858  | 4.7262          | 20.6088 | 21.4762  |
| 0.0018        | 144.0  | 864  | 4.7913          | 15.2294 | 19.619   |
| 0.0033        | 145.0  | 870  | 4.6629          | 16.3819 | 19.1429  |
| 0.0025        | 146.0  | 876  | 4.5594          | 16.6031 | 19.4762  |
| 0.0161        | 147.0  | 882  | 4.4776          | 19.5719 | 19.2381  |
| 0.002         | 148.0  | 888  | 4.5403          | 18.4817 | 18.9048  |
| 0.0014        | 149.0  | 894  | 4.5614          | 18.5633 | 17.4762  |
| 0.0022        | 150.0  | 900  | 4.4919          | 18.5281 | 17.7619  |
| 0.0009        | 151.0  | 906  | 4.5181          | 20.222  | 18.1429  |
| 0.0007        | 152.0  | 912  | 4.5515          | 18.3205 | 18.619   |
| 0.0004        | 153.0  | 918  | 4.5703          | 19.3032 | 19.1429  |
| 0.0934        | 154.0  | 924  | 4.6446          | 17.3053 | 19.0952  |
| 0.0001        | 155.0  | 930  | 4.7476          | 15.4174 | 18.5714  |
| 0.0004        | 156.0  | 936  | 4.6917          | 16.7475 | 18.0952  |
| 0.0005        | 157.0  | 942  | 4.7376          | 15.4482 | 18.0952  |
| 0.0003        | 158.0  | 948  | 4.8655          | 15.3155 | 17.7143  |
| 0.0003        | 159.0  | 954  | 4.8846          | 15.972  | 17.0     |
| 0.0002        | 160.0  | 960  | 4.9536          | 12.8807 | 16.7143  |
| 0.0021        | 161.0  | 966  | 5.0483          | 14.4852 | 17.2381  |
| 0.0003        | 162.0  | 972  | 5.0851          | 14.4907 | 17.5238  |
| 0.0002        | 163.0  | 978  | 5.0508          | 14.5847 | 17.3333  |
| 0.0013        | 164.0  | 984  | 5.0162          | 14.8445 | 17.381   |
| 0.0001        | 165.0  | 990  | 4.9888          | 14.6595 | 17.2381  |
| 0.0002        | 166.0  | 996  | 4.9775          | 16.4774 | 17.1429  |
| 0.0002        | 167.0  | 1002 | 4.9814          | 16.0104 | 18.4762  |
| 0.0007        | 168.0  | 1008 | 4.9742          | 15.636  | 18.5238  |
| 0.0001        | 169.0  | 1014 | 4.9322          | 16.6634 | 17.9048  |
| 0.0           | 170.0  | 1020 | 4.9194          | 16.1774 | 17.619   |
| 0.0002        | 171.0  | 1026 | 4.9254          | 16.0248 | 17.8571  |
| 0.0001        | 172.0  | 1032 | 4.9369          | 16.4029 | 17.9048  |
| 0.0005        | 173.0  | 1038 | 4.9054          | 17.7731 | 17.2857  |
| 0.0001        | 174.0  | 1044 | 4.8571          | 16.7224 | 17.5238  |
| 0.0002        | 175.0  | 1050 | 4.8486          | 17.2272 | 18.1905  |
| 0.0003        | 176.0  | 1056 | 4.8335          | 16.2617 | 17.8571  |
| 0.0002        | 177.0  | 1062 | 4.8111          | 17.0052 | 18.5714  |
| 0.0001        | 178.0  | 1068 | 4.7926          | 15.8221 | 18.6667  |
| 0.0001        | 179.0  | 1074 | 4.7578          | 16.3121 | 19.1905  |
| 0.0001        | 180.0  | 1080 | 4.7550          | 16.1043 | 20.0952  |
| 0.0005        | 181.0  | 1086 | 4.7313          | 16.8736 | 19.8095  |
| 0.0001        | 182.0  | 1092 | 4.7343          | 16.9301 | 19.5238  |
| 0.0001        | 183.0  | 1098 | 4.7793          | 18.205  | 20.1429  |
| 0.0002        | 184.0  | 1104 | 4.7983          | 18.5673 | 19.8095  |
| 0.0004        | 185.0  | 1110 | 4.8392          | 16.2358 | 20.0476  |
| 0.0077        | 186.0  | 1116 | 4.8467          | 17.1925 | 19.8571  |
| 0.002         | 187.0  | 1122 | 5.2468          | 18.0704 | 18.8571  |
| 0.0089        | 188.0  | 1128 | 5.1986          | 17.1214 | 17.4286  |
| 0.0003        | 189.0  | 1134 | 5.0684          | 18.4753 | 16.9048  |
| 0.0001        | 190.0  | 1140 | 5.0292          | 15.8304 | 17.6667  |
| 0.0004        | 191.0  | 1146 | 4.9733          | 17.2889 | 18.5238  |
| 0.0001        | 192.0  | 1152 | 4.9808          | 15.4309 | 18.2381  |
| 0.0012        | 193.0  | 1158 | 5.0136          | 12.842  | 17.8571  |
| 0.0004        | 194.0  | 1164 | 4.9479          | 15.8907 | 18.6667  |
| 0.0001        | 195.0  | 1170 | 5.0072          | 16.5354 | 18.0952  |
| 0.0001        | 196.0  | 1176 | 5.1311          | 15.7019 | 20.0952  |
| 0.0002        | 197.0  | 1182 | 5.1227          | 16.3063 | 19.1905  |
| 0.0001        | 198.0  | 1188 | 5.1017          | 14.9618 | 15.5714  |
| 0.0002        | 199.0  | 1194 | 5.1391          | 14.3346 | 16.8571  |
| 0.0005        | 200.0  | 1200 | 5.0906          | 15.9888 | 18.2857  |
| 0.0002        | 201.0  | 1206 | 5.1746          | 13.374  | 19.0476  |
| 0.0002        | 202.0  | 1212 | 5.2523          | 12.6704 | 17.5238  |
| 0.0001        | 203.0  | 1218 | 5.0221          | 16.6345 | 18.1429  |
| 0.0001        | 204.0  | 1224 | 4.9749          | 17.8121 | 20.0952  |
| 0.0001        | 205.0  | 1230 | 4.9101          | 17.1347 | 20.5714  |
| 0.0129        | 206.0  | 1236 | 4.8442          | 18.4499 | 21.5714  |
| 0.0003        | 207.0  | 1242 | 4.8862          | 19.8448 | 20.619   |
| 0.0355        | 208.0  | 1248 | 4.7523          | 16.0186 | 18.4762  |
| 0.0068        | 209.0  | 1254 | 4.6478          | 14.675  | 18.381   |
| 0.1665        | 210.0  | 1260 | 4.6030          | 13.8599 | 19.5238  |
| 0.0088        | 211.0  | 1266 | 4.7145          | 13.458  | 19.1905  |
| 0.0038        | 212.0  | 1272 | 4.9565          | 15.0896 | 22.6667  |
| 0.0138        | 213.0  | 1278 | 5.0184          | 17.4536 | 20.381   |
| 0.0012        | 214.0  | 1284 | 5.0504          | 13.96   | 18.9524  |
| 0.5907        | 215.0  | 1290 | 4.7891          | 13.1533 | 19.0952  |
| 0.0221        | 216.0  | 1296 | 4.6883          | 13.0453 | 20.5714  |
| 0.0006        | 217.0  | 1302 | 4.4482          | 18.1867 | 18.5238  |
| 0.0019        | 218.0  | 1308 | 4.5149          | 15.1436 | 18.9524  |
| 0.0022        | 219.0  | 1314 | 4.6359          | 12.4966 | 16.5238  |
| 0.0033        | 220.0  | 1320 | 4.8007          | 20.3334 | 18.4762  |
| 0.0001        | 221.0  | 1326 | 4.8723          | 20.7466 | 20.4286  |
| 0.001         | 222.0  | 1332 | 4.8500          | 22.3955 | 20.381   |
| 0.0004        | 223.0  | 1338 | 4.8037          | 19.5832 | 19.0476  |
| 0.0004        | 224.0  | 1344 | 4.8784          | 15.7525 | 19.7143  |
| 0.0008        | 225.0  | 1350 | 4.9602          | 15.1913 | 20.0476  |
| 0.0008        | 226.0  | 1356 | 4.8466          | 17.4212 | 22.0     |
| 0.0022        | 227.0  | 1362 | 4.8720          | 17.3572 | 20.3333  |
| 0.0909        | 228.0  | 1368 | 4.9267          | 19.8356 | 21.1429  |
| 0.0371        | 229.0  | 1374 | 4.8627          | 16.8395 | 24.3333  |
| 0.0004        | 230.0  | 1380 | 4.7682          | 15.8307 | 23.9524  |
| 0.0003        | 231.0  | 1386 | 4.7675          | 14.8856 | 24.381   |
| 0.0005        | 232.0  | 1392 | 4.7996          | 16.6942 | 22.4762  |
| 0.0002        | 233.0  | 1398 | 4.9139          | 14.7018 | 22.619   |
| 0.0004        | 234.0  | 1404 | 4.9932          | 16.5043 | 22.6667  |
| 0.0004        | 235.0  | 1410 | 5.0367          | 16.7094 | 23.2857  |
| 0.0011        | 236.0  | 1416 | 5.0379          | 16.1994 | 24.0476  |
| 0.0003        | 237.0  | 1422 | 5.0218          | 17.1416 | 23.0952  |
| 0.0001        | 238.0  | 1428 | 5.0133          | 14.508  | 24.1429  |
| 0.0002        | 239.0  | 1434 | 5.0162          | 11.3074 | 28.2857  |
| 0.0027        | 240.0  | 1440 | 5.0155          | 11.3946 | 28.5238  |
| 0.0001        | 241.0  | 1446 | 5.0222          | 18.4131 | 20.8095  |
| 0.0004        | 242.0  | 1452 | 5.0820          | 19.8649 | 19.7619  |
| 0.0001        | 243.0  | 1458 | 5.0533          | 19.3455 | 20.2381  |
| 0.0001        | 244.0  | 1464 | 5.0255          | 19.4595 | 20.2857  |
| 0.0001        | 245.0  | 1470 | 4.9888          | 17.8108 | 19.9524  |
| 0.0009        | 246.0  | 1476 | 4.9577          | 18.0135 | 20.381   |
| 0.0001        | 247.0  | 1482 | 4.9627          | 18.0853 | 20.4286  |
| 0.0002        | 248.0  | 1488 | 4.9528          | 17.6983 | 20.8095  |
| 0.0001        | 249.0  | 1494 | 4.9248          | 17.4549 | 21.0476  |
| 0.0001        | 250.0  | 1500 | 4.9223          | 19.7171 | 20.8571  |
| 0.0001        | 251.0  | 1506 | 4.9358          | 18.5808 | 20.6667  |
| 0.0001        | 252.0  | 1512 | 4.9108          | 19.4134 | 20.619   |
| 0.0008        | 253.0  | 1518 | 4.9272          | 17.5982 | 20.619   |
| 0.0001        | 254.0  | 1524 | 4.9531          | 18.4072 | 20.9048  |
| 0.0001        | 255.0  | 1530 | 4.9852          | 18.055  | 21.0     |
| 0.0001        | 256.0  | 1536 | 5.0183          | 18.4946 | 20.8571  |
| 0.0001        | 257.0  | 1542 | 5.0398          | 18.0738 | 20.6667  |
| 0.0001        | 258.0  | 1548 | 5.0803          | 18.3205 | 20.619   |
| 0.0001        | 259.0  | 1554 | 5.1138          | 17.4443 | 19.7619  |
| 0.0           | 260.0  | 1560 | 5.1149          | 16.7199 | 19.9524  |
| 0.0001        | 261.0  | 1566 | 5.0571          | 18.0774 | 19.8095  |
| 0.0001        | 262.0  | 1572 | 4.9891          | 19.0246 | 20.3333  |
| 0.0           | 263.0  | 1578 | 4.9421          | 19.4735 | 19.9048  |
| 0.0001        | 264.0  | 1584 | 4.9384          | 19.0254 | 19.3333  |
| 0.0           | 265.0  | 1590 | 4.9202          | 17.6006 | 19.5714  |
| 0.0001        | 266.0  | 1596 | 4.8080          | 17.522  | 18.381   |
| 0.0412        | 267.0  | 1602 | 4.7294          | 17.5635 | 18.1905  |
| 0.0001        | 268.0  | 1608 | 4.7929          | 17.4714 | 18.619   |
| 0.0002        | 269.0  | 1614 | 4.8483          | 17.8744 | 18.4286  |
| 0.0002        | 270.0  | 1620 | 4.8503          | 19.9758 | 19.2381  |
| 0.0002        | 271.0  | 1626 | 4.8407          | 18.0202 | 19.5238  |
| 0.0006        | 272.0  | 1632 | 4.8333          | 17.3323 | 20.1429  |
| 0.0001        | 273.0  | 1638 | 4.9568          | 16.138  | 21.0952  |
| 0.0003        | 274.0  | 1644 | 5.0652          | 17.3738 | 21.3333  |
| 0.0           | 275.0  | 1650 | 5.0287          | 18.4731 | 21.8095  |
| 0.0004        | 276.0  | 1656 | 4.9752          | 18.0594 | 20.2857  |
| 0.0001        | 277.0  | 1662 | 4.9839          | 17.208  | 20.4286  |
| 0.0001        | 278.0  | 1668 | 5.0341          | 17.2321 | 20.4286  |
| 0.0001        | 279.0  | 1674 | 5.0366          | 16.4888 | 19.8095  |
| 0.023         | 280.0  | 1680 | 4.9605          | 17.604  | 19.0952  |
| 0.0           | 281.0  | 1686 | 4.8821          | 17.4512 | 18.7619  |
| 0.0001        | 282.0  | 1692 | 4.8584          | 17.288  | 19.4762  |
| 0.0007        | 283.0  | 1698 | 4.9509          | 17.1188 | 20.5714  |
| 0.0002        | 284.0  | 1704 | 5.1513          | 14.5725 | 21.2381  |
| 0.0           | 285.0  | 1710 | 5.3500          | 16.2526 | 18.8571  |
| 0.0001        | 286.0  | 1716 | 4.9777          | 17.099  | 18.5714  |
| 0.0016        | 287.0  | 1722 | 4.7251          | 15.5494 | 21.7143  |
| 0.0029        | 288.0  | 1728 | 4.6840          | 13.6116 | 21.7143  |
| 0.0003        | 289.0  | 1734 | 4.7625          | 13.752  | 20.1905  |
| 0.0002        | 290.0  | 1740 | 4.8813          | 14.1066 | 20.381   |
| 0.001         | 291.0  | 1746 | 4.9707          | 14.9735 | 20.7619  |
| 0.0001        | 292.0  | 1752 | 5.0271          | 15.4755 | 19.0952  |
| 0.0003        | 293.0  | 1758 | 5.0336          | 16.5468 | 18.3333  |
| 0.0001        | 294.0  | 1764 | 4.9815          | 14.4119 | 18.0476  |
| 0.0002        | 295.0  | 1770 | 4.9682          | 12.5438 | 16.5238  |
| 0.0001        | 296.0  | 1776 | 4.9472          | 15.5297 | 16.8571  |
| 0.0002        | 297.0  | 1782 | 4.9210          | 15.9396 | 17.9048  |
| 0.0002        | 298.0  | 1788 | 4.9146          | 15.2187 | 18.6667  |
| 0.0003        | 299.0  | 1794 | 4.9173          | 16.2721 | 19.5714  |
| 0.0003        | 300.0  | 1800 | 4.9195          | 15.0599 | 19.381   |
| 0.0001        | 301.0  | 1806 | 4.9226          | 15.157  | 19.5238  |
| 0.0003        | 302.0  | 1812 | 4.9284          | 15.0633 | 19.9048  |
| 0.0001        | 303.0  | 1818 | 4.9348          | 15.3147 | 19.9048  |
| 0.0001        | 304.0  | 1824 | 4.9401          | 15.4074 | 19.4762  |
| 0.0           | 305.0  | 1830 | 4.9172          | 15.6593 | 18.8571  |
| 0.0058        | 306.0  | 1836 | 4.8919          | 17.1128 | 18.381   |
| 0.0001        | 307.0  | 1842 | 4.9345          | 15.7616 | 18.8095  |
| 0.0           | 308.0  | 1848 | 4.9859          | 16.2367 | 18.9524  |
| 0.0001        | 309.0  | 1854 | 5.0227          | 15.8602 | 20.0     |
| 0.0001        | 310.0  | 1860 | 5.0423          | 16.3113 | 19.5714  |
| 0.0           | 311.0  | 1866 | 5.0524          | 16.3231 | 19.8095  |
| 0.0001        | 312.0  | 1872 | 5.0584          | 16.3811 | 19.5238  |
| 0.0001        | 313.0  | 1878 | 5.0610          | 16.3929 | 19.4286  |
| 0.0001        | 314.0  | 1884 | 5.0597          | 16.341  | 19.1905  |
| 0.0           | 315.0  | 1890 | 5.0595          | 16.5798 | 19.3333  |
| 0.0001        | 316.0  | 1896 | 5.0527          | 16.4882 | 19.4286  |
| 0.0001        | 317.0  | 1902 | 5.0219          | 17.2824 | 20.8571  |
| 0.0001        | 318.0  | 1908 | 4.9930          | 17.3842 | 20.1429  |
| 0.0002        | 319.0  | 1914 | 4.9205          | 17.6364 | 21.6667  |
| 0.0001        | 320.0  | 1920 | 4.9010          | 18.5246 | 21.2857  |
| 0.0           | 321.0  | 1926 | 4.9716          | 19.0657 | 21.2381  |
| 0.0001        | 322.0  | 1932 | 5.0222          | 18.8559 | 20.4762  |
| 0.0001        | 323.0  | 1938 | 5.0203          | 18.0597 | 20.1429  |
| 0.0001        | 324.0  | 1944 | 5.0586          | 19.1192 | 20.5714  |
| 0.0001        | 325.0  | 1950 | 5.0191          | 18.4125 | 20.0     |
| 0.0002        | 326.0  | 1956 | 5.0115          | 18.4999 | 20.7619  |
| 0.0           | 327.0  | 1962 | 5.0223          | 19.4772 | 19.9048  |
| 0.0           | 328.0  | 1968 | 5.0301          | 18.5373 | 19.1905  |
| 0.0           | 329.0  | 1974 | 5.0355          | 18.3006 | 18.3333  |
| 0.0001        | 330.0  | 1980 | 5.0241          | 18.5281 | 19.4762  |
| 0.0001        | 331.0  | 1986 | 5.0146          | 18.6358 | 19.7619  |
| 0.0001        | 332.0  | 1992 | 5.0120          | 18.5196 | 19.8095  |
| 0.0001        | 333.0  | 1998 | 5.0130          | 17.7283 | 20.0952  |
| 0.0           | 334.0  | 2004 | 5.0156          | 17.7283 | 20.0952  |
| 0.0001        | 335.0  | 2010 | 5.0189          | 17.7321 | 20.0476  |
| 0.0           | 336.0  | 2016 | 5.0223          | 17.7201 | 20.2381  |
| 0.0           | 337.0  | 2022 | 5.0967          | 15.1885 | 17.5238  |
| 0.001         | 338.0  | 2028 | 5.1642          | 17.8777 | 20.1429  |
| 0.0006        | 339.0  | 2034 | 5.2520          | 15.2108 | 20.8095  |
| 0.0002        | 340.0  | 2040 | 5.2870          | 14.4153 | 20.6667  |
| 0.0001        | 341.0  | 2046 | 5.1585          | 17.619  | 19.9048  |
| 0.0001        | 342.0  | 2052 | 5.0459          | 16.3002 | 19.8571  |
| 0.0           | 343.0  | 2058 | 5.0043          | 17.2982 | 20.0476  |
| 0.0002        | 344.0  | 2064 | 4.8918          | 16.3191 | 21.1905  |
| 0.0001        | 345.0  | 2070 | 4.9471          | 16.8697 | 19.9524  |
| 0.0003        | 346.0  | 2076 | 4.8308          | 18.4341 | 21.1429  |
| 0.0003        | 347.0  | 2082 | 4.7940          | 17.888  | 20.9524  |
| 0.0011        | 348.0  | 2088 | 4.8093          | 18.8884 | 21.4286  |
| 0.0001        | 349.0  | 2094 | 4.8309          | 19.527  | 20.9524  |
| 0.0001        | 350.0  | 2100 | 4.8615          | 18.7216 | 20.6667  |
| 0.0002        | 351.0  | 2106 | 4.8859          | 18.102  | 20.6667  |
| 0.0           | 352.0  | 2112 | 4.9036          | 18.0916 | 20.9048  |
| 0.0001        | 353.0  | 2118 | 4.9163          | 18.2021 | 20.8095  |
| 0.0002        | 354.0  | 2124 | 4.9458          | 17.6728 | 20.2857  |
| 0.0001        | 355.0  | 2130 | 4.9610          | 17.6728 | 20.2857  |
| 0.0001        | 356.0  | 2136 | 4.9734          | 18.1712 | 20.0476  |
| 0.0           | 357.0  | 2142 | 4.9828          | 18.153  | 20.9048  |
| 0.0001        | 358.0  | 2148 | 4.9850          | 17.8627 | 19.381   |
| 0.0           | 359.0  | 2154 | 4.9912          | 17.5117 | 19.3333  |
| 0.0001        | 360.0  | 2160 | 4.9946          | 17.8889 | 20.4286  |
| 0.0001        | 361.0  | 2166 | 4.9247          | 18.4782 | 20.3333  |
| 0.0001        | 362.0  | 2172 | 4.8893          | 19.494  | 20.381   |
| 0.0           | 363.0  | 2178 | 4.8757          | 19.494  | 20.381   |
| 0.0001        | 364.0  | 2184 | 4.8732          | 19.1878 | 20.2857  |
| 0.0001        | 365.0  | 2190 | 4.8762          | 18.9758 | 20.7143  |
| 0.0001        | 366.0  | 2196 | 4.8812          | 18.9758 | 20.6667  |
| 0.0003        | 367.0  | 2202 | 4.8867          | 18.9758 | 20.6667  |
| 0.0001        | 368.0  | 2208 | 4.8968          | 19.2679 | 20.8095  |
| 0.0           | 369.0  | 2214 | 4.9057          | 19.0861 | 20.619   |
| 0.0           | 370.0  | 2220 | 4.9130          | 19.0365 | 20.381   |
| 0.0           | 371.0  | 2226 | 4.9201          | 19.0239 | 20.5714  |
| 0.0           | 372.0  | 2232 | 4.9266          | 19.0239 | 20.5714  |
| 0.0           | 373.0  | 2238 | 4.9326          | 19.0239 | 20.5714  |
| 0.0           | 374.0  | 2244 | 4.9384          | 19.0239 | 20.5714  |
| 0.0001        | 375.0  | 2250 | 4.9436          | 19.0239 | 20.5714  |
| 0.0001        | 376.0  | 2256 | 4.9514          | 19.0303 | 20.5238  |
| 0.0           | 377.0  | 2262 | 4.9589          | 19.0303 | 20.5238  |
| 0.0001        | 378.0  | 2268 | 4.9658          | 19.0303 | 20.5238  |
| 0.0001        | 379.0  | 2274 | 4.9728          | 19.4878 | 20.4762  |
| 0.0           | 380.0  | 2280 | 4.9789          | 19.4878 | 20.4762  |
| 0.0           | 381.0  | 2286 | 4.9838          | 19.4878 | 20.4762  |
| 0.0           | 382.0  | 2292 | 4.9928          | 18.3044 | 20.8571  |
| 0.0           | 383.0  | 2298 | 5.0039          | 17.8296 | 21.2381  |
| 0.0           | 384.0  | 2304 | 4.9692          | 18.9103 | 20.0     |
| 0.0           | 385.0  | 2310 | 4.9602          | 18.5951 | 20.3333  |
| 0.0           | 386.0  | 2316 | 4.9600          | 18.5856 | 20.4286  |
| 0.0001        | 387.0  | 2322 | 4.9629          | 18.5799 | 20.0476  |
| 0.0           | 388.0  | 2328 | 4.9668          | 18.3906 | 20.7619  |
| 0.0001        | 389.0  | 2334 | 4.9666          | 19.7978 | 21.0     |
| 0.0           | 390.0  | 2340 | 4.9915          | 20.6067 | 19.7143  |
| 0.0001        | 391.0  | 2346 | 5.0310          | 19.0248 | 18.7619  |
| 0.0001        | 392.0  | 2352 | 4.9480          | 20.0269 | 19.7143  |
| 0.0           | 393.0  | 2358 | 4.9837          | 19.2984 | 19.3333  |
| 0.0001        | 394.0  | 2364 | 5.0390          | 16.9698 | 19.1905  |
| 0.0001        | 395.0  | 2370 | 5.0856          | 16.1485 | 19.2857  |
| 0.0001        | 396.0  | 2376 | 5.0932          | 15.0425 | 18.9524  |
| 0.0001        | 397.0  | 2382 | 5.1059          | 15.0413 | 18.9048  |
| 0.0           | 398.0  | 2388 | 5.1152          | 16.6125 | 19.6667  |
| 0.0           | 399.0  | 2394 | 5.1241          | 16.7776 | 20.0476  |
| 0.0           | 400.0  | 2400 | 5.1285          | 16.6391 | 20.0952  |
| 0.0           | 401.0  | 2406 | 5.1322          | 18.0066 | 20.0     |
| 0.0           | 402.0  | 2412 | 5.1585          | 16.4175 | 20.1429  |
| 0.0016        | 403.0  | 2418 | 5.1801          | 15.5454 | 19.9048  |
| 0.0           | 404.0  | 2424 | 5.2069          | 15.7943 | 19.7619  |
| 0.0           | 405.0  | 2430 | 5.2206          | 15.6921 | 19.5238  |
| 0.0           | 406.0  | 2436 | 5.2281          | 15.6606 | 19.3333  |
| 0.0001        | 407.0  | 2442 | 5.2316          | 17.2637 | 18.8571  |
| 0.0           | 408.0  | 2448 | 5.2338          | 16.4847 | 19.1429  |
| 0.0           | 409.0  | 2454 | 5.2354          | 17.3374 | 19.2857  |
| 0.0           | 410.0  | 2460 | 5.2360          | 17.3374 | 19.2857  |
| 0.0           | 411.0  | 2466 | 5.2359          | 18.1538 | 19.1905  |
| 0.0001        | 412.0  | 2472 | 5.2361          | 18.1538 | 19.1905  |
| 0.0           | 413.0  | 2478 | 5.2364          | 18.1538 | 19.1905  |
| 0.0           | 414.0  | 2484 | 5.2367          | 18.1538 | 19.1905  |
| 0.0001        | 415.0  | 2490 | 5.2372          | 18.1538 | 19.1905  |
| 0.0           | 416.0  | 2496 | 5.2376          | 18.1538 | 19.1905  |
| 0.0           | 417.0  | 2502 | 5.2124          | 17.2292 | 19.2381  |
| 0.0           | 418.0  | 2508 | 5.1920          | 17.6845 | 20.0952  |
| 0.0           | 419.0  | 2514 | 5.1695          | 15.6573 | 19.7619  |
| 0.0           | 420.0  | 2520 | 5.1594          | 15.9268 | 20.0     |
| 0.0           | 421.0  | 2526 | 5.1577          | 14.7919 | 19.8571  |
| 0.0           | 422.0  | 2532 | 5.1581          | 15.5465 | 19.9524  |
| 0.0           | 423.0  | 2538 | 5.1594          | 15.5406 | 20.0     |
| 0.0           | 424.0  | 2544 | 5.1606          | 16.0351 | 20.1905  |
| 0.0001        | 425.0  | 2550 | 5.1599          | 16.0351 | 20.1905  |
| 0.0           | 426.0  | 2556 | 5.1459          | 15.459  | 20.1905  |
| 0.0           | 427.0  | 2562 | 5.1363          | 15.2908 | 20.1429  |
| 0.0001        | 428.0  | 2568 | 5.1275          | 15.5705 | 20.0952  |
| 0.0003        | 429.0  | 2574 | 5.1222          | 16.0419 | 19.2857  |
| 0.1231        | 430.0  | 2580 | 5.1153          | 15.5076 | 20.1905  |
| 0.0001        | 431.0  | 2586 | 5.2004          | 16.596  | 21.381   |
| 0.0001        | 432.0  | 2592 | 5.2165          | 17.4166 | 20.4286  |
| 0.0001        | 433.0  | 2598 | 5.2211          | 16.1786 | 19.8095  |
| 0.0           | 434.0  | 2604 | 5.2277          | 16.1756 | 19.9524  |
| 0.0           | 435.0  | 2610 | 5.2173          | 15.8335 | 19.2857  |
| 0.0           | 436.0  | 2616 | 5.2082          | 15.5104 | 18.619   |
| 0.0007        | 437.0  | 2622 | 5.1825          | 16.312  | 18.8571  |
| 0.0           | 438.0  | 2628 | 5.2020          | 15.3314 | 19.5238  |
| 0.0002        | 439.0  | 2634 | 5.2005          | 15.2161 | 18.2381  |
| 0.0           | 440.0  | 2640 | 5.2158          | 15.5784 | 18.0952  |
| 0.0002        | 441.0  | 2646 | 5.2181          | 15.0427 | 18.8095  |
| 0.0           | 442.0  | 2652 | 5.2574          | 16.8893 | 18.1905  |
| 0.0           | 443.0  | 2658 | 5.1996          | 17.5835 | 18.0     |
| 0.0           | 444.0  | 2664 | 5.1903          | 15.6621 | 18.0952  |
| 0.0001        | 445.0  | 2670 | 5.1815          | 15.7428 | 18.1429  |
| 0.0           | 446.0  | 2676 | 5.1779          | 15.5473 | 18.6667  |
| 0.0001        | 447.0  | 2682 | 5.1899          | 15.7708 | 17.9524  |
| 0.0001        | 448.0  | 2688 | 5.2146          | 15.8445 | 17.8571  |
| 0.0001        | 449.0  | 2694 | 5.2247          | 15.7973 | 17.7143  |
| 0.0           | 450.0  | 2700 | 5.2645          | 15.2033 | 17.2381  |
| 0.0           | 451.0  | 2706 | 5.1866          | 15.6329 | 17.5238  |
| 0.0001        | 452.0  | 2712 | 5.1644          | 16.3042 | 18.7619  |
| 0.0           | 453.0  | 2718 | 5.2379          | 15.729  | 17.8571  |
| 0.0           | 454.0  | 2724 | 5.2724          | 12.8875 | 15.9524  |
| 0.0001        | 455.0  | 2730 | 5.1403          | 16.2394 | 17.6667  |
| 0.0001        | 456.0  | 2736 | 5.1672          | 15.1095 | 19.0476  |
| 0.0001        | 457.0  | 2742 | 5.1452          | 15.6223 | 19.0     |
| 0.0           | 458.0  | 2748 | 5.1678          | 14.1691 | 18.4762  |
| 0.0           | 459.0  | 2754 | 5.1921          | 15.8866 | 17.9524  |
| 0.0022        | 460.0  | 2760 | 5.2172          | 15.8949 | 17.9524  |
| 0.0           | 461.0  | 2766 | 5.3150          | 13.86   | 17.7619  |
| 0.0           | 462.0  | 2772 | 5.3582          | 13.6065 | 17.5238  |
| 0.0001        | 463.0  | 2778 | 5.3704          | 14.3501 | 17.2381  |
| 0.0           | 464.0  | 2784 | 5.3674          | 14.1761 | 17.7143  |
| 0.0002        | 465.0  | 2790 | 5.3644          | 14.1809 | 17.7619  |
| 0.0001        | 466.0  | 2796 | 5.3595          | 14.2358 | 18.381   |
| 0.0001        | 467.0  | 2802 | 5.3571          | 14.5982 | 18.4762  |
| 0.0           | 468.0  | 2808 | 5.3565          | 14.5982 | 18.4762  |
| 0.0           | 469.0  | 2814 | 5.3559          | 14.2526 | 19.0     |
| 0.0           | 470.0  | 2820 | 5.3567          | 14.2526 | 19.0     |
| 0.0001        | 471.0  | 2826 | 5.3575          | 14.2526 | 19.0     |
| 0.0           | 472.0  | 2832 | 5.3575          | 14.3663 | 19.0952  |
| 0.0           | 473.0  | 2838 | 5.3534          | 15.4658 | 19.4286  |
| 0.0001        | 474.0  | 2844 | 5.3488          | 14.9625 | 19.1905  |
| 0.0           | 475.0  | 2850 | 5.3495          | 15.5343 | 19.0476  |
| 0.0           | 476.0  | 2856 | 5.4119          | 15.7848 | 18.381   |
| 0.0001        | 477.0  | 2862 | 5.4096          | 15.2396 | 17.7143  |
| 0.0001        | 478.0  | 2868 | 5.4276          | 15.1949 | 18.7619  |
| 0.0           | 479.0  | 2874 | 5.3983          | 15.2561 | 18.1905  |
| 0.0001        | 480.0  | 2880 | 5.3441          | 15.2457 | 18.7619  |
| 0.0001        | 481.0  | 2886 | 5.2907          | 14.793  | 19.0952  |
| 0.0001        | 482.0  | 2892 | 5.2759          | 15.8664 | 19.2857  |
| 0.0001        | 483.0  | 2898 | 5.2464          | 16.109  | 19.4286  |
| 0.0           | 484.0  | 2904 | 5.2422          | 17.143  | 19.7143  |
| 0.0001        | 485.0  | 2910 | 5.2482          | 17.3471 | 19.7619  |
| 0.0001        | 486.0  | 2916 | 5.2525          | 16.9799 | 19.3333  |
| 0.0001        | 487.0  | 2922 | 5.2942          | 15.312  | 18.619   |
| 0.0           | 488.0  | 2928 | 5.2860          | 15.9089 | 18.1905  |
| 0.0015        | 489.0  | 2934 | 5.3181          | 14.8896 | 17.7143  |
| 0.0007        | 490.0  | 2940 | 5.3300          | 14.7278 | 17.8571  |
| 0.0001        | 491.0  | 2946 | 5.3318          | 15.9322 | 18.2857  |
| 0.0           | 492.0  | 2952 | 5.3353          | 16.034  | 18.1429  |
| 0.0001        | 493.0  | 2958 | 5.3372          | 15.6714 | 17.9524  |
| 0.0002        | 494.0  | 2964 | 5.2764          | 15.2669 | 18.4286  |
| 0.0           | 495.0  | 2970 | 5.2622          | 15.6183 | 17.8095  |
| 0.0           | 496.0  | 2976 | 5.2479          | 16.231  | 18.0952  |
| 0.0004        | 497.0  | 2982 | 5.2419          | 17.1293 | 18.2857  |
| 0.0           | 498.0  | 2988 | 5.2420          | 16.542  | 18.5714  |
| 0.0           | 499.0  | 2994 | 5.2439          | 16.5354 | 18.7619  |
| 0.0           | 500.0  | 3000 | 5.2469          | 16.6475 | 18.8095  |
| 0.0           | 501.0  | 3006 | 5.2506          | 16.3002 | 18.7619  |
| 0.0           | 502.0  | 3012 | 5.2549          | 16.3002 | 18.7619  |
| 0.0001        | 503.0  | 3018 | 5.2594          | 16.3002 | 18.7619  |
| 0.0           | 504.0  | 3024 | 5.2640          | 16.3002 | 18.7619  |
| 0.0           | 505.0  | 3030 | 5.2673          | 16.3002 | 18.7619  |
| 0.0           | 506.0  | 3036 | 5.2710          | 16.6533 | 18.619   |
| 0.0001        | 507.0  | 3042 | 5.2745          | 16.3002 | 18.7619  |
| 0.0           | 508.0  | 3048 | 5.2774          | 16.4485 | 19.0476  |
| 0.0001        | 509.0  | 3054 | 5.2803          | 16.4485 | 19.0476  |
| 0.0001        | 510.0  | 3060 | 5.2845          | 16.8022 | 19.0952  |
| 0.0023        | 511.0  | 3066 | 5.2896          | 16.8022 | 19.0952  |
| 0.0           | 512.0  | 3072 | 5.2961          | 16.4485 | 19.0476  |
| 0.0           | 513.0  | 3078 | 5.3006          | 16.4485 | 19.0476  |
| 0.0           | 514.0  | 3084 | 5.3037          | 16.4485 | 19.0476  |
| 0.0           | 515.0  | 3090 | 5.3067          | 16.4485 | 19.0476  |
| 0.0           | 516.0  | 3096 | 5.3099          | 16.4485 | 19.0476  |
| 0.0001        | 517.0  | 3102 | 5.3125          | 16.4485 | 19.0476  |
| 0.0           | 518.0  | 3108 | 5.3151          | 16.4485 | 19.0476  |
| 0.0           | 519.0  | 3114 | 5.3174          | 16.4485 | 19.0476  |
| 0.0           | 520.0  | 3120 | 5.3190          | 16.4485 | 19.0476  |
| 0.0           | 521.0  | 3126 | 5.3211          | 17.1167 | 19.1429  |
| 0.0           | 522.0  | 3132 | 5.3238          | 17.1167 | 19.1429  |
| 0.0           | 523.0  | 3138 | 5.3258          | 17.1167 | 19.1429  |
| 0.0           | 524.0  | 3144 | 5.3274          | 17.1166 | 19.0     |
| 0.0           | 525.0  | 3150 | 5.3293          | 17.1166 | 19.0     |
| 0.0           | 526.0  | 3156 | 5.3313          | 17.1166 | 19.0     |
| 0.0           | 527.0  | 3162 | 5.3329          | 17.1166 | 19.0     |
| 0.0           | 528.0  | 3168 | 5.3338          | 17.1166 | 19.0     |
| 0.0           | 529.0  | 3174 | 5.3348          | 17.1166 | 19.0     |
| 0.0           | 530.0  | 3180 | 5.3363          | 17.1166 | 19.0     |
| 0.0           | 531.0  | 3186 | 5.3382          | 17.1166 | 19.0     |
| 0.0           | 532.0  | 3192 | 5.3400          | 17.7887 | 19.0     |
| 0.0           | 533.0  | 3198 | 5.3417          | 17.7887 | 19.0     |
| 0.0           | 534.0  | 3204 | 5.3433          | 17.1166 | 19.0     |
| 0.0           | 535.0  | 3210 | 5.3448          | 17.1166 | 19.0     |
| 0.0           | 536.0  | 3216 | 5.3465          | 17.1166 | 19.0     |
| 0.0           | 537.0  | 3222 | 5.3483          | 17.1166 | 19.0     |
| 0.0001        | 538.0  | 3228 | 5.3498          | 17.1166 | 19.0     |
| 0.0           | 539.0  | 3234 | 5.3514          | 17.1166 | 19.0     |
| 0.0           | 540.0  | 3240 | 5.3454          | 16.1802 | 18.8095  |
| 0.0           | 541.0  | 3246 | 5.3378          | 16.1198 | 18.5238  |
| 0.0           | 542.0  | 3252 | 5.3331          | 16.0906 | 18.8095  |
| 0.0           | 543.0  | 3258 | 5.3309          | 16.0906 | 18.8095  |
| 0.0           | 544.0  | 3264 | 5.3329          | 16.1278 | 18.7619  |
| 0.0           | 545.0  | 3270 | 5.3380          | 16.1278 | 18.7619  |
| 0.0001        | 546.0  | 3276 | 5.3420          | 15.1949 | 18.9524  |
| 0.0           | 547.0  | 3282 | 5.3461          | 15.2641 | 18.9048  |
| 0.0           | 548.0  | 3288 | 5.3487          | 15.5873 | 18.9524  |
| 0.0           | 549.0  | 3294 | 5.3501          | 15.5873 | 18.9524  |
| 0.0           | 550.0  | 3300 | 5.3510          | 16.2653 | 19.381   |
| 0.0           | 551.0  | 3306 | 5.3518          | 16.2653 | 19.381   |
| 0.0           | 552.0  | 3312 | 5.3527          | 16.2653 | 19.381   |
| 0.0           | 553.0  | 3318 | 5.3411          | 17.8559 | 19.2381  |
| 0.0           | 554.0  | 3324 | 5.3297          | 17.0039 | 18.8095  |
| 0.0           | 555.0  | 3330 | 5.3202          | 16.3394 | 19.2381  |
| 0.0           | 556.0  | 3336 | 5.3157          | 17.4369 | 19.2381  |
| 0.0           | 557.0  | 3342 | 5.3147          | 17.4369 | 19.2381  |
| 0.0008        | 558.0  | 3348 | 5.3027          | 17.5098 | 19.2857  |
| 0.0           | 559.0  | 3354 | 5.2698          | 17.414  | 19.1905  |
| 0.0           | 560.0  | 3360 | 5.2539          | 16.8344 | 19.381   |
| 0.0001        | 561.0  | 3366 | 5.2476          | 16.8344 | 19.381   |
| 0.0           | 562.0  | 3372 | 5.2461          | 16.8344 | 19.381   |
| 0.0           | 563.0  | 3378 | 5.2468          | 16.8344 | 19.381   |
| 0.0           | 564.0  | 3384 | 5.2493          | 16.4471 | 19.1905  |
| 0.0           | 565.0  | 3390 | 5.2437          | 17.1911 | 19.3333  |
| 0.0           | 566.0  | 3396 | 5.2272          | 18.2272 | 19.1905  |
| 0.0           | 567.0  | 3402 | 5.2204          | 18.1931 | 18.9048  |
| 0.0           | 568.0  | 3408 | 5.2202          | 18.0756 | 19.2857  |
| 0.0           | 569.0  | 3414 | 5.2225          | 18.044  | 18.9524  |
| 0.0           | 570.0  | 3420 | 5.2254          | 18.0445 | 18.9048  |
| 0.0001        | 571.0  | 3426 | 5.2530          | 18.0375 | 19.2857  |
| 0.0           | 572.0  | 3432 | 5.2754          | 17.5342 | 19.3333  |
| 0.0           | 573.0  | 3438 | 5.2902          | 17.5342 | 19.3333  |
| 0.0003        | 574.0  | 3444 | 5.2996          | 16.7195 | 19.4762  |
| 0.0           | 575.0  | 3450 | 5.3069          | 16.7195 | 19.4762  |
| 0.0           | 576.0  | 3456 | 5.3106          | 16.7195 | 19.4762  |
| 0.0           | 577.0  | 3462 | 5.3123          | 16.7195 | 19.4762  |
| 0.0           | 578.0  | 3468 | 5.3136          | 16.7195 | 19.4762  |
| 0.0           | 579.0  | 3474 | 5.3145          | 16.7195 | 19.4762  |
| 0.0001        | 580.0  | 3480 | 5.3154          | 16.7195 | 19.4762  |
| 0.0           | 581.0  | 3486 | 5.3166          | 16.7195 | 19.4762  |
| 0.0           | 582.0  | 3492 | 5.3178          | 16.7195 | 19.4762  |
| 0.0           | 583.0  | 3498 | 5.3185          | 16.7195 | 19.4762  |
| 0.0           | 584.0  | 3504 | 5.3186          | 16.7195 | 19.4762  |
| 0.0           | 585.0  | 3510 | 5.3191          | 16.7195 | 19.4762  |
| 0.0           | 586.0  | 3516 | 5.3202          | 16.7195 | 19.4762  |
| 0.0           | 587.0  | 3522 | 5.3145          | 17.5725 | 19.3333  |
| 0.0           | 588.0  | 3528 | 5.3071          | 17.5725 | 19.3333  |
| 0.0001        | 589.0  | 3534 | 5.2889          | 17.571  | 19.4762  |
| 0.0           | 590.0  | 3540 | 5.2823          | 17.102  | 19.7619  |
| 0.0           | 591.0  | 3546 | 5.2810          | 17.102  | 19.7619  |
| 0.0           | 592.0  | 3552 | 5.2817          | 16.9985 | 19.4762  |
| 0.0           | 593.0  | 3558 | 5.2829          | 16.9985 | 19.4762  |
| 0.0           | 594.0  | 3564 | 5.2846          | 16.9985 | 19.4762  |
| 0.0           | 595.0  | 3570 | 5.2798          | 16.9985 | 19.4762  |
| 0.0           | 596.0  | 3576 | 5.2728          | 16.8735 | 19.3333  |
| 0.0           | 597.0  | 3582 | 5.2695          | 16.8735 | 19.3333  |
| 0.0           | 598.0  | 3588 | 5.2680          | 16.8617 | 19.7619  |
| 0.0           | 599.0  | 3594 | 5.2684          | 16.8617 | 19.7619  |
| 0.0           | 600.0  | 3600 | 5.2710          | 17.1316 | 18.9524  |
| 0.0           | 601.0  | 3606 | 5.2740          | 17.1282 | 19.381   |
| 0.0           | 602.0  | 3612 | 5.2773          | 17.0199 | 19.3333  |
| 0.0           | 603.0  | 3618 | 5.2812          | 17.1282 | 19.3333  |
| 0.0           | 604.0  | 3624 | 5.2842          | 17.1282 | 19.3333  |
| 0.0           | 605.0  | 3630 | 5.2953          | 17.1282 | 19.3333  |
| 0.0           | 606.0  | 3636 | 5.3102          | 17.0199 | 19.3333  |
| 0.0001        | 607.0  | 3642 | 5.3204          | 17.0199 | 19.3333  |
| 0.0002        | 608.0  | 3648 | 5.3277          | 17.0199 | 19.3333  |
| 0.0           | 609.0  | 3654 | 5.3350          | 17.0199 | 19.2857  |
| 0.0           | 610.0  | 3660 | 5.3397          | 17.0199 | 19.2857  |
| 0.0           | 611.0  | 3666 | 5.3428          | 17.0199 | 19.2857  |
| 0.0           | 612.0  | 3672 | 5.3450          | 17.0214 | 18.8571  |
| 0.0           | 613.0  | 3678 | 5.3467          | 17.0214 | 18.8571  |
| 0.0           | 614.0  | 3684 | 5.3481          | 17.0214 | 18.8571  |
| 0.0           | 615.0  | 3690 | 5.3522          | 17.0214 | 18.8571  |
| 0.0           | 616.0  | 3696 | 5.3561          | 17.0222 | 18.8571  |
| 0.0           | 617.0  | 3702 | 5.3589          | 17.0222 | 18.8571  |
| 0.0           | 618.0  | 3708 | 5.3612          | 17.0222 | 18.8571  |
| 0.0           | 619.0  | 3714 | 5.3631          | 17.0222 | 18.8571  |
| 0.0           | 620.0  | 3720 | 5.3645          | 16.4852 | 19.0476  |
| 0.0           | 621.0  | 3726 | 5.3656          | 16.4852 | 19.0476  |
| 0.0           | 622.0  | 3732 | 5.3675          | 16.4852 | 19.0476  |
| 0.0           | 623.0  | 3738 | 5.3689          | 16.4852 | 19.0476  |
| 0.0           | 624.0  | 3744 | 5.3700          | 16.4852 | 19.0476  |
| 0.0           | 625.0  | 3750 | 5.4821          | 17.5472 | 18.8571  |
| 0.001         | 626.0  | 3756 | 5.3850          | 17.7973 | 20.4762  |
| 0.0           | 627.0  | 3762 | 5.3712          | 17.0602 | 19.3333  |
| 0.0           | 628.0  | 3768 | 5.4112          | 14.9075 | 16.8095  |
| 0.0001        | 629.0  | 3774 | 5.3902          | 14.5218 | 16.5714  |
| 0.0           | 630.0  | 3780 | 5.3365          | 14.3571 | 16.7143  |
| 0.0           | 631.0  | 3786 | 5.2980          | 15.6168 | 17.1905  |
| 0.0           | 632.0  | 3792 | 5.2764          | 15.8174 | 17.3333  |
| 0.0002        | 633.0  | 3798 | 5.2644          | 16.154  | 18.0952  |
| 0.0001        | 634.0  | 3804 | 5.2599          | 16.0883 | 18.1905  |
| 0.0           | 635.0  | 3810 | 5.2582          | 15.6168 | 17.1905  |
| 0.0           | 636.0  | 3816 | 5.2295          | 15.762  | 17.4286  |
| 0.0           | 637.0  | 3822 | 5.1976          | 16.3536 | 17.5238  |
| 0.0001        | 638.0  | 3828 | 5.0811          | 16.3784 | 18.381   |
| 0.0003        | 639.0  | 3834 | 5.0651          | 17.0587 | 19.0952  |
| 0.0           | 640.0  | 3840 | 5.0767          | 17.6091 | 19.1905  |
| 0.0001        | 641.0  | 3846 | 5.0487          | 13.9969 | 17.2857  |
| 0.0001        | 642.0  | 3852 | 5.0537          | 13.9116 | 17.5238  |
| 0.0001        | 643.0  | 3858 | 5.0606          | 13.5011 | 17.3333  |
| 0.0           | 644.0  | 3864 | 5.0696          | 13.4731 | 17.2857  |
| 0.0001        | 645.0  | 3870 | 5.0788          | 13.3279 | 17.0476  |
| 0.0           | 646.0  | 3876 | 5.0889          | 13.2384 | 17.4762  |
| 0.0           | 647.0  | 3882 | 5.1007          | 13.0783 | 16.7619  |
| 0.0           | 648.0  | 3888 | 5.0845          | 13.6981 | 17.0952  |
| 0.0073        | 649.0  | 3894 | 5.0890          | 13.7865 | 17.619   |
| 0.0           | 650.0  | 3900 | 5.2037          | 13.1187 | 17.4286  |
| 0.0           | 651.0  | 3906 | 5.2800          | 12.0368 | 16.7619  |
| 0.0003        | 652.0  | 3912 | 5.2800          | 13.5303 | 17.6667  |
| 0.0001        | 653.0  | 3918 | 5.3014          | 13.5534 | 18.2381  |
| 0.0002        | 654.0  | 3924 | 5.2585          | 13.5534 | 18.2381  |
| 0.0           | 655.0  | 3930 | 5.2658          | 13.5534 | 18.2381  |
| 0.0           | 656.0  | 3936 | 5.2816          | 13.564  | 18.4286  |
| 0.0           | 657.0  | 3942 | 5.2798          | 14.0014 | 18.2381  |
| 0.0           | 658.0  | 3948 | 5.2763          | 14.0259 | 18.2857  |
| 0.0           | 659.0  | 3954 | 5.2714          | 14.8068 | 18.1905  |
| 0.0001        | 660.0  | 3960 | 5.2699          | 14.8136 | 18.2381  |
| 0.0           | 661.0  | 3966 | 5.2697          | 14.76   | 18.0     |
| 0.0001        | 662.0  | 3972 | 5.2694          | 14.454  | 18.1429  |
| 0.0           | 663.0  | 3978 | 5.2711          | 14.266  | 18.5714  |
| 0.0           | 664.0  | 3984 | 5.2735          | 14.4482 | 18.9048  |
| 0.0           | 665.0  | 3990 | 5.2754          | 14.266  | 18.5714  |
| 0.0           | 666.0  | 3996 | 5.2767          | 14.266  | 18.5714  |
| 0.0001        | 667.0  | 4002 | 5.2779          | 14.3353 | 18.619   |
| 0.0           | 668.0  | 4008 | 5.2797          | 14.5296 | 18.2381  |
| 0.0           | 669.0  | 4014 | 5.2814          | 14.5296 | 18.2381  |
| 0.0           | 670.0  | 4020 | 5.2831          | 14.5296 | 18.2381  |
| 0.0           | 671.0  | 4026 | 5.2845          | 14.6479 | 18.5238  |
| 0.0           | 672.0  | 4032 | 5.2860          | 14.4993 | 18.2857  |
| 0.0           | 673.0  | 4038 | 5.2876          | 14.4993 | 18.2857  |
| 0.0           | 674.0  | 4044 | 5.2893          | 14.4993 | 18.2857  |
| 0.0           | 675.0  | 4050 | 5.2908          | 14.5106 | 18.5238  |
| 0.0           | 676.0  | 4056 | 5.2929          | 14.5026 | 18.4286  |
| 0.0001        | 677.0  | 4062 | 5.2946          | 14.5026 | 18.4286  |
| 0.0           | 678.0  | 4068 | 5.2982          | 14.6545 | 18.619   |
| 0.0           | 679.0  | 4074 | 5.3008          | 14.6545 | 18.619   |
| 0.0           | 680.0  | 4080 | 5.3026          | 14.6545 | 18.619   |
| 0.0           | 681.0  | 4086 | 5.3043          | 14.6545 | 18.619   |
| 0.0           | 682.0  | 4092 | 5.3057          | 14.6545 | 18.619   |
| 0.0001        | 683.0  | 4098 | 5.3070          | 14.6576 | 18.8571  |
| 0.0           | 684.0  | 4104 | 5.3086          | 15.4199 | 18.8571  |
| 0.0           | 685.0  | 4110 | 5.3095          | 15.4176 | 18.8095  |
| 0.0           | 686.0  | 4116 | 5.3108          | 15.4176 | 18.8095  |
| 0.0           | 687.0  | 4122 | 5.3122          | 15.4176 | 18.8095  |
| 0.0           | 688.0  | 4128 | 5.3133          | 15.4176 | 18.8095  |
| 0.0           | 689.0  | 4134 | 5.3145          | 15.4176 | 18.8095  |
| 0.0           | 690.0  | 4140 | 5.3155          | 15.4176 | 18.8095  |
| 0.0           | 691.0  | 4146 | 5.3165          | 15.4176 | 18.8095  |
| 0.0           | 692.0  | 4152 | 5.3178          | 15.4176 | 18.8095  |
| 0.0           | 693.0  | 4158 | 5.3192          | 15.4176 | 18.8095  |
| 0.0           | 694.0  | 4164 | 5.3204          | 15.4176 | 18.8095  |
| 0.0           | 695.0  | 4170 | 5.3214          | 15.4176 | 18.8095  |
| 0.0           | 696.0  | 4176 | 5.3226          | 15.4176 | 18.8095  |
| 0.0           | 697.0  | 4182 | 5.3238          | 15.4176 | 18.8095  |
| 0.0           | 698.0  | 4188 | 5.3247          | 15.4176 | 18.8095  |
| 0.0           | 699.0  | 4194 | 5.3259          | 15.4176 | 18.8095  |
| 0.0           | 700.0  | 4200 | 5.3272          | 15.4176 | 18.8095  |
| 0.0           | 701.0  | 4206 | 5.3285          | 15.4176 | 18.8095  |
| 0.0           | 702.0  | 4212 | 5.3296          | 16.1325 | 18.6667  |
| 0.0           | 703.0  | 4218 | 5.3310          | 16.1325 | 18.6667  |
| 0.0           | 704.0  | 4224 | 5.3323          | 16.1325 | 18.6667  |
| 0.0           | 705.0  | 4230 | 5.3333          | 16.1325 | 18.6667  |
| 0.0           | 706.0  | 4236 | 5.3343          | 16.1325 | 18.6667  |
| 0.0           | 707.0  | 4242 | 5.3354          | 15.4176 | 18.8095  |
| 0.0           | 708.0  | 4248 | 5.3365          | 16.048  | 18.3333  |
| 0.0           | 709.0  | 4254 | 5.3375          | 16.048  | 18.3333  |
| 0.0           | 710.0  | 4260 | 5.3386          | 16.056  | 18.4286  |
| 0.0           | 711.0  | 4266 | 5.3392          | 16.056  | 18.4286  |
| 0.0           | 712.0  | 4272 | 5.3399          | 16.056  | 18.4286  |
| 0.0           | 713.0  | 4278 | 5.3410          | 16.056  | 18.4286  |
| 0.0           | 714.0  | 4284 | 5.3419          | 16.056  | 18.4286  |
| 0.0           | 715.0  | 4290 | 5.3429          | 16.056  | 18.4286  |
| 0.0           | 716.0  | 4296 | 5.3439          | 16.056  | 18.4286  |
| 0.0           | 717.0  | 4302 | 5.3448          | 16.056  | 18.4286  |
| 0.0           | 718.0  | 4308 | 5.3458          | 16.056  | 18.4286  |
| 0.0           | 719.0  | 4314 | 5.3462          | 16.056  | 18.4286  |
| 0.0           | 720.0  | 4320 | 5.3468          | 16.056  | 18.4286  |
| 0.0           | 721.0  | 4326 | 5.3475          | 16.056  | 18.4286  |
| 0.0           | 722.0  | 4332 | 5.3482          | 16.056  | 18.4286  |
| 0.0           | 723.0  | 4338 | 5.3490          | 16.056  | 18.4286  |
| 0.0           | 724.0  | 4344 | 5.3502          | 16.056  | 18.4286  |
| 0.0           | 725.0  | 4350 | 5.3514          | 15.8645 | 18.2381  |
| 0.0           | 726.0  | 4356 | 5.3524          | 15.8645 | 18.2381  |
| 0.0           | 727.0  | 4362 | 5.3586          | 15.5072 | 18.0952  |
| 0.0           | 728.0  | 4368 | 5.3628          | 15.5072 | 18.0952  |
| 0.0           | 729.0  | 4374 | 5.3653          | 16.2849 | 18.6667  |
| 0.0           | 730.0  | 4380 | 5.3674          | 16.2849 | 18.6667  |
| 0.0           | 731.0  | 4386 | 5.3690          | 16.2849 | 18.6667  |
| 0.0           | 732.0  | 4392 | 5.3703          | 16.3247 | 18.8571  |
| 0.0           | 733.0  | 4398 | 5.3713          | 16.3247 | 18.8571  |
| 0.0           | 734.0  | 4404 | 5.3725          | 16.4725 | 18.9048  |
| 0.0           | 735.0  | 4410 | 5.3740          | 16.4725 | 18.9048  |
| 0.0           | 736.0  | 4416 | 5.3752          | 16.4725 | 18.9048  |
| 0.0           | 737.0  | 4422 | 5.3761          | 16.4725 | 18.9048  |
| 0.0           | 738.0  | 4428 | 5.3770          | 16.4725 | 18.9048  |
| 0.0           | 739.0  | 4434 | 5.3777          | 16.4725 | 18.9048  |
| 0.0           | 740.0  | 4440 | 5.3779          | 16.4725 | 18.9048  |
| 0.0           | 741.0  | 4446 | 5.3776          | 16.3247 | 18.8571  |
| 0.0           | 742.0  | 4452 | 5.3775          | 15.8832 | 18.381   |
| 0.0           | 743.0  | 4458 | 5.3778          | 15.8832 | 18.381   |
| 0.0           | 744.0  | 4464 | 5.3782          | 15.8832 | 18.381   |
| 0.0           | 745.0  | 4470 | 5.3786          | 15.8832 | 18.381   |
| 0.0           | 746.0  | 4476 | 5.3790          | 15.8832 | 18.381   |
| 0.0           | 747.0  | 4482 | 5.3795          | 15.8832 | 18.381   |
| 0.0           | 748.0  | 4488 | 5.3800          | 15.8832 | 18.381   |
| 0.0           | 749.0  | 4494 | 5.3822          | 16.3979 | 18.8095  |
| 0.0           | 750.0  | 4500 | 5.3866          | 16.3979 | 18.8095  |
| 0.0           | 751.0  | 4506 | 5.3893          | 16.3979 | 18.8095  |
| 0.0           | 752.0  | 4512 | 5.3911          | 16.3989 | 18.8571  |
| 0.0           | 753.0  | 4518 | 5.3923          | 16.3989 | 18.8571  |
| 0.0           | 754.0  | 4524 | 5.3926          | 16.3979 | 18.6667  |
| 0.0           | 755.0  | 4530 | 5.3928          | 16.3979 | 18.6667  |
| 0.0           | 756.0  | 4536 | 5.3932          | 16.3979 | 18.6667  |
| 0.0           | 757.0  | 4542 | 5.3937          | 15.793  | 18.0952  |
| 0.0           | 758.0  | 4548 | 5.3944          | 15.793  | 18.0952  |
| 0.0           | 759.0  | 4554 | 5.3950          | 15.793  | 18.0952  |
| 0.0           | 760.0  | 4560 | 5.3957          | 15.793  | 18.0952  |
| 0.0           | 761.0  | 4566 | 5.3964          | 15.793  | 18.0952  |
| 0.0           | 762.0  | 4572 | 5.3970          | 15.793  | 18.0952  |
| 0.0           | 763.0  | 4578 | 5.3975          | 15.793  | 18.0952  |
| 0.0           | 764.0  | 4584 | 5.3977          | 15.793  | 18.0952  |
| 0.0           | 765.0  | 4590 | 5.4127          | 15.7343 | 18.619   |
| 0.0           | 766.0  | 4596 | 5.4217          | 15.4621 | 18.381   |
| 0.0           | 767.0  | 4602 | 5.4277          | 15.3021 | 17.9524  |
| 0.0           | 768.0  | 4608 | 5.4135          | 15.3875 | 18.1429  |
| 0.0001        | 769.0  | 4614 | 5.4005          | 14.9751 | 18.6667  |
| 0.0           | 770.0  | 4620 | 5.3952          | 14.4952 | 18.1905  |
| 0.0           | 771.0  | 4626 | 5.3926          | 14.7383 | 18.0476  |
| 0.0001        | 772.0  | 4632 | 5.3911          | 14.7515 | 18.1429  |
| 0.0           | 773.0  | 4638 | 5.3911          | 14.7515 | 18.1429  |
| 0.0           | 774.0  | 4644 | 5.3913          | 15.1228 | 18.3333  |
| 0.0           | 775.0  | 4650 | 5.3917          | 14.4954 | 18.6667  |
| 0.0           | 776.0  | 4656 | 5.3923          | 14.4954 | 18.6667  |
| 0.0           | 777.0  | 4662 | 5.3929          | 14.4954 | 18.6667  |
| 0.0           | 778.0  | 4668 | 5.3935          | 14.4954 | 18.6667  |
| 0.0           | 779.0  | 4674 | 5.3941          | 14.4952 | 18.1905  |
| 0.0           | 780.0  | 4680 | 5.3951          | 14.7383 | 18.0476  |
| 0.0           | 781.0  | 4686 | 5.3962          | 14.7383 | 18.0476  |
| 0.0           | 782.0  | 4692 | 5.4003          | 14.9626 | 19.3333  |
| 0.0           | 783.0  | 4698 | 5.4136          | 16.2083 | 19.619   |
| 0.0           | 784.0  | 4704 | 5.4282          | 14.656  | 18.9048  |
| 0.0           | 785.0  | 4710 | 5.4338          | 13.7103 | 18.5238  |
| 0.0           | 786.0  | 4716 | 5.4357          | 13.7547 | 18.8095  |
| 0.0           | 787.0  | 4722 | 5.4345          | 14.063  | 18.8571  |
| 0.0           | 788.0  | 4728 | 5.4329          | 15.0933 | 18.619   |
| 0.0           | 789.0  | 4734 | 5.4322          | 13.1913 | 19.0952  |
| 0.0           | 790.0  | 4740 | 5.4323          | 13.3618 | 19.3333  |
| 0.0           | 791.0  | 4746 | 5.4329          | 13.3618 | 19.3333  |
| 0.0           | 792.0  | 4752 | 5.4343          | 14.415  | 19.1429  |
| 0.0           | 793.0  | 4758 | 5.4353          | 14.415  | 19.1429  |
| 0.0           | 794.0  | 4764 | 5.4360          | 14.415  | 19.1429  |
| 0.0           | 795.0  | 4770 | 5.4365          | 14.415  | 19.1429  |
| 0.0           | 796.0  | 4776 | 5.4368          | 14.415  | 19.1429  |
| 0.0           | 797.0  | 4782 | 5.4365          | 14.415  | 19.1429  |
| 0.0           | 798.0  | 4788 | 5.4366          | 14.415  | 19.1429  |
| 0.0           | 799.0  | 4794 | 5.4368          | 14.415  | 19.1429  |
| 0.0           | 800.0  | 4800 | 5.4371          | 14.415  | 19.1429  |
| 0.0           | 801.0  | 4806 | 5.4351          | 14.4516 | 19.2381  |
| 0.0           | 802.0  | 4812 | 5.4340          | 15.5531 | 18.9524  |
| 0.0           | 803.0  | 4818 | 5.4339          | 15.5531 | 18.8095  |
| 0.0001        | 804.0  | 4824 | 5.4340          | 15.5531 | 18.8095  |
| 0.0           | 805.0  | 4830 | 5.4346          | 15.5531 | 18.8095  |
| 0.0           | 806.0  | 4836 | 5.4352          | 15.5531 | 18.8095  |
| 0.0           | 807.0  | 4842 | 5.4381          | 15.2042 | 18.5238  |
| 0.0           | 808.0  | 4848 | 5.4401          | 14.3452 | 18.9524  |
| 0.0           | 809.0  | 4854 | 5.4414          | 14.3452 | 18.9524  |
| 0.0           | 810.0  | 4860 | 5.4422          | 14.1646 | 18.8571  |
| 0.0           | 811.0  | 4866 | 5.4425          | 15.2072 | 18.6667  |
| 0.0           | 812.0  | 4872 | 5.4430          | 15.2072 | 18.6667  |
| 0.0           | 813.0  | 4878 | 5.4434          | 15.2072 | 18.6667  |
| 0.0           | 814.0  | 4884 | 5.4441          | 15.2072 | 18.6667  |
| 0.0           | 815.0  | 4890 | 5.4451          | 15.2072 | 18.6667  |
| 0.0           | 816.0  | 4896 | 5.4459          | 15.2072 | 18.6667  |
| 0.0           | 817.0  | 4902 | 5.4465          | 15.2072 | 18.6667  |
| 0.0           | 818.0  | 4908 | 5.4470          | 15.2072 | 18.6667  |
| 0.0           | 819.0  | 4914 | 5.4475          | 15.2072 | 18.6667  |
| 0.0           | 820.0  | 4920 | 5.4479          | 15.2072 | 18.6667  |
| 0.0           | 821.0  | 4926 | 5.4469          | 14.7829 | 18.7619  |
| 0.0           | 822.0  | 4932 | 5.4449          | 11.9428 | 18.5238  |
| 0.0           | 823.0  | 4938 | 5.4514          | 11.9455 | 18.4286  |
| 0.0           | 824.0  | 4944 | 5.4565          | 11.9455 | 18.4286  |
| 0.0001        | 825.0  | 4950 | 5.4589          | 11.9455 | 18.4286  |
| 0.0           | 826.0  | 4956 | 5.4601          | 11.9455 | 18.4286  |
| 0.0           | 827.0  | 4962 | 5.4612          | 11.9479 | 18.619   |
| 0.0           | 828.0  | 4968 | 5.4620          | 11.9479 | 18.619   |
| 0.0           | 829.0  | 4974 | 5.4625          | 11.9455 | 18.4286  |
| 0.0           | 830.0  | 4980 | 5.4631          | 11.9455 | 18.4286  |
| 0.0           | 831.0  | 4986 | 5.4636          | 11.9455 | 18.4286  |
| 0.0           | 832.0  | 4992 | 5.4640          | 11.9455 | 18.4286  |
| 0.0           | 833.0  | 4998 | 5.4644          | 11.9455 | 18.4286  |
| 0.0           | 834.0  | 5004 | 5.4650          | 11.9455 | 18.4286  |
| 0.0           | 835.0  | 5010 | 5.4656          | 11.9455 | 18.4286  |
| 0.0           | 836.0  | 5016 | 5.4663          | 11.9455 | 18.4286  |
| 0.0           | 837.0  | 5022 | 5.4671          | 11.9455 | 18.4286  |
| 0.0002        | 838.0  | 5028 | 5.4672          | 11.9455 | 18.4286  |
| 0.0           | 839.0  | 5034 | 5.4671          | 11.9455 | 18.4286  |
| 0.0           | 840.0  | 5040 | 5.4672          | 11.9455 | 18.4286  |
| 0.0           | 841.0  | 5046 | 5.4675          | 11.9455 | 18.4286  |
| 0.0           | 842.0  | 5052 | 5.4686          | 11.9455 | 18.4286  |
| 0.0           | 843.0  | 5058 | 5.4693          | 11.9455 | 18.4286  |
| 0.0           | 844.0  | 5064 | 5.4700          | 11.9455 | 18.4286  |
| 0.0           | 845.0  | 5070 | 5.4707          | 11.9455 | 18.4286  |
| 0.0           | 846.0  | 5076 | 5.4711          | 11.9455 | 18.4286  |
| 0.0           | 847.0  | 5082 | 5.4715          | 11.9455 | 18.4286  |
| 0.0           | 848.0  | 5088 | 5.4721          | 11.9455 | 18.4286  |
| 0.0           | 849.0  | 5094 | 5.4728          | 11.9455 | 18.4286  |
| 0.0           | 850.0  | 5100 | 5.4732          | 11.9455 | 18.4286  |
| 0.0           | 851.0  | 5106 | 5.4737          | 11.9455 | 18.4286  |
| 0.0           | 852.0  | 5112 | 5.4742          | 11.9455 | 18.4286  |
| 0.0           | 853.0  | 5118 | 5.4749          | 11.9455 | 18.4286  |
| 0.0           | 854.0  | 5124 | 5.4754          | 11.9455 | 18.4286  |
| 0.0           | 855.0  | 5130 | 5.4753          | 11.9455 | 18.4286  |
| 0.0           | 856.0  | 5136 | 5.4753          | 11.9455 | 18.4286  |
| 0.0           | 857.0  | 5142 | 5.4755          | 11.9479 | 18.4762  |
| 0.0           | 858.0  | 5148 | 5.4756          | 11.9479 | 18.4762  |
| 0.0           | 859.0  | 5154 | 5.4725          | 11.9479 | 18.4762  |
| 0.0           | 860.0  | 5160 | 5.4689          | 11.8072 | 18.1905  |
| 0.0           | 861.0  | 5166 | 5.4683          | 11.81   | 18.2381  |
| 0.0           | 862.0  | 5172 | 5.4672          | 11.8072 | 18.1905  |
| 0.0           | 863.0  | 5178 | 5.4668          | 11.8072 | 18.1905  |
| 0.0           | 864.0  | 5184 | 5.4669          | 11.9479 | 18.4286  |
| 0.0           | 865.0  | 5190 | 5.4680          | 11.9479 | 18.4286  |
| 0.0           | 866.0  | 5196 | 5.4689          | 11.9479 | 18.4286  |
| 0.0           | 867.0  | 5202 | 5.4695          | 11.9479 | 18.4286  |
| 0.0           | 868.0  | 5208 | 5.4700          | 11.9479 | 18.4286  |
| 0.0           | 869.0  | 5214 | 5.4705          | 11.9479 | 18.4286  |
| 0.0           | 870.0  | 5220 | 5.4710          | 11.9479 | 18.4286  |
| 0.0           | 871.0  | 5226 | 5.4717          | 11.9479 | 18.4286  |
| 0.0           | 872.0  | 5232 | 5.4721          | 11.9479 | 18.4286  |
| 0.0           | 873.0  | 5238 | 5.4726          | 11.9479 | 18.4286  |
| 0.0           | 874.0  | 5244 | 5.4730          | 11.9479 | 18.4286  |
| 0.0           | 875.0  | 5250 | 5.4733          | 11.9479 | 18.4286  |
| 0.0           | 876.0  | 5256 | 5.4737          | 11.9479 | 18.4286  |
| 0.0           | 877.0  | 5262 | 5.4744          | 11.9783 | 18.3333  |
| 0.0           | 878.0  | 5268 | 5.4778          | 11.9783 | 18.3333  |
| 0.0           | 879.0  | 5274 | 5.4801          | 11.9783 | 18.3333  |
| 0.0           | 880.0  | 5280 | 5.4814          | 11.9783 | 18.3333  |
| 0.0           | 881.0  | 5286 | 5.4824          | 11.9783 | 18.3333  |
| 0.0           | 882.0  | 5292 | 5.4832          | 11.9783 | 18.3333  |
| 0.0           | 883.0  | 5298 | 5.4838          | 11.8378 | 18.0952  |
| 0.0           | 884.0  | 5304 | 5.4843          | 11.8378 | 18.0952  |
| 0.0           | 885.0  | 5310 | 5.4849          | 11.8347 | 18.0476  |
| 0.0           | 886.0  | 5316 | 5.4855          | 11.8347 | 18.0476  |
| 0.0           | 887.0  | 5322 | 5.4860          | 11.8347 | 18.0476  |
| 0.0           | 888.0  | 5328 | 5.4865          | 11.8347 | 18.0476  |
| 0.0           | 889.0  | 5334 | 5.4870          | 11.8347 | 18.0476  |
| 0.0           | 890.0  | 5340 | 5.4874          | 11.8347 | 18.0476  |
| 0.0           | 891.0  | 5346 | 5.4881          | 11.8347 | 18.0476  |
| 0.0           | 892.0  | 5352 | 5.4886          | 11.8347 | 18.0476  |
| 0.0           | 893.0  | 5358 | 5.4890          | 11.8347 | 18.0476  |
| 0.0           | 894.0  | 5364 | 5.4894          | 11.81   | 18.1429  |
| 0.0           | 895.0  | 5370 | 5.4898          | 11.81   | 18.1429  |
| 0.0           | 896.0  | 5376 | 5.4900          | 12.7693 | 18.5238  |
| 0.0           | 897.0  | 5382 | 5.4903          | 12.7693 | 18.5238  |
| 0.0           | 898.0  | 5388 | 5.4903          | 12.7976 | 18.4286  |
| 0.0           | 899.0  | 5394 | 5.4900          | 12.7976 | 18.4286  |
| 0.0           | 900.0  | 5400 | 5.4899          | 12.7976 | 18.4286  |
| 0.0           | 901.0  | 5406 | 5.4899          | 12.7976 | 18.4286  |
| 0.0           | 902.0  | 5412 | 5.4899          | 12.7993 | 18.4762  |
| 0.0           | 903.0  | 5418 | 5.4902          | 12.7993 | 18.4762  |
| 0.0           | 904.0  | 5424 | 5.4919          | 12.7678 | 18.4762  |
| 0.0           | 905.0  | 5430 | 5.4947          | 12.7693 | 18.5238  |
| 0.0           | 906.0  | 5436 | 5.4962          | 12.7693 | 18.5238  |
| 0.0           | 907.0  | 5442 | 5.4971          | 12.7693 | 18.5238  |
| 0.0           | 908.0  | 5448 | 5.4977          | 12.7693 | 18.5238  |
| 0.0           | 909.0  | 5454 | 5.4981          | 12.7693 | 18.5238  |
| 0.0           | 910.0  | 5460 | 5.4986          | 12.7693 | 18.5238  |
| 0.0           | 911.0  | 5466 | 5.4990          | 12.7693 | 18.5238  |
| 0.0           | 912.0  | 5472 | 5.4993          | 12.7693 | 18.5238  |
| 0.0           | 913.0  | 5478 | 5.4997          | 12.7693 | 18.5238  |
| 0.0           | 914.0  | 5484 | 5.5000          | 12.7693 | 18.5238  |
| 0.0           | 915.0  | 5490 | 5.5003          | 12.7693 | 18.5238  |
| 0.0           | 916.0  | 5496 | 5.5005          | 12.7693 | 18.5238  |
| 0.0           | 917.0  | 5502 | 5.5009          | 12.7693 | 18.5238  |
| 0.0           | 918.0  | 5508 | 5.5014          | 13.8472 | 18.5238  |
| 0.0           | 919.0  | 5514 | 5.5018          | 13.8472 | 18.5238  |
| 0.0           | 920.0  | 5520 | 5.5019          | 13.8472 | 18.5238  |
| 0.0           | 921.0  | 5526 | 5.5020          | 13.8472 | 18.5238  |
| 0.0           | 922.0  | 5532 | 5.5016          | 13.8472 | 18.5238  |
| 0.0           | 923.0  | 5538 | 5.5039          | 13.8506 | 18.6667  |
| 0.0           | 924.0  | 5544 | 5.5055          | 14.1357 | 18.2857  |
| 0.0           | 925.0  | 5550 | 5.5068          | 13.1239 | 18.4762  |
| 0.0           | 926.0  | 5556 | 5.5076          | 13.4418 | 18.5238  |
| 0.0           | 927.0  | 5562 | 5.5082          | 13.4418 | 18.5238  |
| 0.0           | 928.0  | 5568 | 5.5085          | 13.4418 | 18.5238  |
| 0.0           | 929.0  | 5574 | 5.5087          | 13.4418 | 18.5238  |
| 0.0           | 930.0  | 5580 | 5.5088          | 13.4418 | 18.5238  |
| 0.0           | 931.0  | 5586 | 5.5063          | 12.8811 | 18.4762  |
| 0.0001        | 932.0  | 5592 | 5.5040          | 12.0031 | 18.7619  |
| 0.0           | 933.0  | 5598 | 5.5028          | 12.0017 | 18.7143  |
| 0.0           | 934.0  | 5604 | 5.5021          | 12.0017 | 18.7143  |
| 0.0           | 935.0  | 5610 | 5.5018          | 12.0017 | 18.7143  |
| 0.0           | 936.0  | 5616 | 5.5017          | 12.0017 | 18.7143  |
| 0.0           | 937.0  | 5622 | 5.5017          | 12.0017 | 18.7143  |
| 0.0           | 938.0  | 5628 | 5.5018          | 12.0017 | 18.7143  |
| 0.0           | 939.0  | 5634 | 5.5019          | 12.0017 | 18.7143  |
| 0.0           | 940.0  | 5640 | 5.5021          | 12.0017 | 18.7143  |
| 0.0           | 941.0  | 5646 | 5.5023          | 12.0017 | 18.7143  |
| 0.0           | 942.0  | 5652 | 5.5024          | 12.0017 | 18.7143  |
| 0.0           | 943.0  | 5658 | 5.5025          | 12.0017 | 18.7143  |
| 0.0           | 944.0  | 5664 | 5.5027          | 12.0017 | 18.7143  |
| 0.0           | 945.0  | 5670 | 5.5029          | 12.0017 | 18.7143  |
| 0.0           | 946.0  | 5676 | 5.5030          | 12.0017 | 18.7143  |
| 0.0           | 947.0  | 5682 | 5.5031          | 12.0017 | 18.7143  |
| 0.0           | 948.0  | 5688 | 5.5033          | 12.0017 | 18.7143  |
| 0.0           | 949.0  | 5694 | 5.5035          | 13.5973 | 18.5714  |
| 0.0           | 950.0  | 5700 | 5.5036          | 13.5973 | 18.5714  |
| 0.0           | 951.0  | 5706 | 5.5038          | 13.5973 | 18.5714  |
| 0.0001        | 952.0  | 5712 | 5.5039          | 13.5973 | 18.5714  |
| 0.0           | 953.0  | 5718 | 5.5041          | 13.5973 | 18.5714  |
| 0.0           | 954.0  | 5724 | 5.5043          | 13.5973 | 18.5714  |
| 0.0           | 955.0  | 5730 | 5.5045          | 13.5973 | 18.5714  |
| 0.0           | 956.0  | 5736 | 5.5047          | 13.5973 | 18.5714  |
| 0.0           | 957.0  | 5742 | 5.5048          | 13.5973 | 18.5714  |
| 0.0           | 958.0  | 5748 | 5.5049          | 13.5973 | 18.5714  |
| 0.0           | 959.0  | 5754 | 5.5050          | 13.5973 | 18.5714  |
| 0.0           | 960.0  | 5760 | 5.5051          | 13.5973 | 18.5714  |
| 0.0           | 961.0  | 5766 | 5.5052          | 13.5973 | 18.5714  |
| 0.0           | 962.0  | 5772 | 5.5053          | 13.5973 | 18.5714  |
| 0.0           | 963.0  | 5778 | 5.5054          | 13.5973 | 18.5714  |
| 0.0           | 964.0  | 5784 | 5.5054          | 13.5973 | 18.5714  |
| 0.0           | 965.0  | 5790 | 5.5055          | 13.5973 | 18.5714  |
| 0.0           | 966.0  | 5796 | 5.5056          | 13.5973 | 18.5714  |
| 0.0           | 967.0  | 5802 | 5.5057          | 13.5973 | 18.5714  |
| 0.0           | 968.0  | 5808 | 5.5059          | 13.5973 | 18.5714  |
| 0.0           | 969.0  | 5814 | 5.5060          | 13.5973 | 18.5714  |
| 0.0           | 970.0  | 5820 | 5.5061          | 13.5973 | 18.5714  |
| 0.0           | 971.0  | 5826 | 5.5062          | 12.0017 | 18.7143  |
| 0.0           | 972.0  | 5832 | 5.5062          | 12.0017 | 18.7143  |
| 0.0           | 973.0  | 5838 | 5.5063          | 12.0017 | 18.7143  |
| 0.0           | 974.0  | 5844 | 5.5064          | 12.0017 | 18.7143  |
| 0.0           | 975.0  | 5850 | 5.5064          | 12.0017 | 18.7143  |
| 0.0           | 976.0  | 5856 | 5.5065          | 12.0017 | 18.7143  |
| 0.0           | 977.0  | 5862 | 5.5066          | 12.0017 | 18.7143  |
| 0.0           | 978.0  | 5868 | 5.5066          | 12.0017 | 18.7143  |
| 0.0           | 979.0  | 5874 | 5.5067          | 12.0017 | 18.7143  |
| 0.0001        | 980.0  | 5880 | 5.5068          | 12.0017 | 18.7143  |
| 0.0           | 981.0  | 5886 | 5.5068          | 12.0017 | 18.7143  |
| 0.0           | 982.0  | 5892 | 5.5068          | 12.0017 | 18.7143  |
| 0.0           | 983.0  | 5898 | 5.5069          | 12.0017 | 18.7143  |
| 0.0           | 984.0  | 5904 | 5.5069          | 12.0017 | 18.7143  |
| 0.0           | 985.0  | 5910 | 5.5070          | 12.0017 | 18.7143  |
| 0.0           | 986.0  | 5916 | 5.5071          | 12.0017 | 18.7143  |
| 0.0           | 987.0  | 5922 | 5.5073          | 12.0017 | 18.7143  |
| 0.0           | 988.0  | 5928 | 5.5075          | 12.0017 | 18.7143  |
| 0.0           | 989.0  | 5934 | 5.5076          | 12.0017 | 18.7143  |
| 0.0           | 990.0  | 5940 | 5.5076          | 12.0017 | 18.7143  |
| 0.0           | 991.0  | 5946 | 5.5077          | 12.0017 | 18.7143  |
| 0.0           | 992.0  | 5952 | 5.5077          | 12.0017 | 18.7143  |
| 0.0           | 993.0  | 5958 | 5.5077          | 12.0017 | 18.7143  |
| 0.0           | 994.0  | 5964 | 5.5077          | 12.0017 | 18.7143  |
| 0.0           | 995.0  | 5970 | 5.5077          | 12.0017 | 18.7143  |
| 0.0           | 996.0  | 5976 | 5.5077          | 12.0017 | 18.7143  |
| 0.0           | 997.0  | 5982 | 5.5077          | 12.0017 | 18.7143  |
| 0.0           | 998.0  | 5988 | 5.5077          | 12.0017 | 18.7143  |
| 0.0           | 999.0  | 5994 | 5.5078          | 12.0017 | 18.7143  |
| 0.0           | 1000.0 | 6000 | 5.5078          | 12.0017 | 18.7143  |


### Framework versions

- Transformers 4.35.2
- Pytorch 1.13.1+cu117
- Datasets 2.16.1
- Tokenizers 0.15.1
