transformers tensorboard safetensors roberta question-answering generated_from_trainer endpoints_compatible region:us
---
tags:
- generated_from_trainer
model-index:
- name: RoBERTa-legal-de-cased_German_legal_SQuAD_part_augmented_1000
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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# RoBERTa-legal-de-cased_German_legal_SQuAD_part_augmented_1000

This model was trained from scratch on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 1.5096

## 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: 2e-05
- train_batch_size: 128
- eval_batch_size: 32
- 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 |
|:-------------:|:------:|:----:|:---------------:|
| No log        | 1.0    | 4    | 6.2837          |
| No log        | 2.0    | 8    | 6.2533          |
| No log        | 3.0    | 12   | 5.9481          |
| No log        | 4.0    | 16   | 5.3996          |
| No log        | 5.0    | 20   | 5.1070          |
| No log        | 6.0    | 24   | 4.8339          |
| No log        | 7.0    | 28   | 4.4593          |
| No log        | 8.0    | 32   | 4.2903          |
| No log        | 9.0    | 36   | 4.0889          |
| No log        | 10.0   | 40   | 3.9262          |
| No log        | 11.0   | 44   | 3.6990          |
| No log        | 12.0   | 48   | 3.4630          |
| No log        | 13.0   | 52   | 3.3548          |
| No log        | 14.0   | 56   | 3.2229          |
| No log        | 15.0   | 60   | 3.0759          |
| No log        | 16.0   | 64   | 2.9493          |
| No log        | 17.0   | 68   | 2.8026          |
| No log        | 18.0   | 72   | 2.7271          |
| No log        | 19.0   | 76   | 2.6537          |
| No log        | 20.0   | 80   | 2.4722          |
| No log        | 21.0   | 84   | 2.4787          |
| No log        | 22.0   | 88   | 2.2904          |
| No log        | 23.0   | 92   | 2.2285          |
| No log        | 24.0   | 96   | 2.0506          |
| No log        | 25.0   | 100  | 2.0258          |
| No log        | 26.0   | 104  | 2.0884          |
| No log        | 27.0   | 108  | 1.7258          |
| No log        | 28.0   | 112  | 1.8528          |
| No log        | 29.0   | 116  | 1.6107          |
| No log        | 30.0   | 120  | 1.8070          |
| No log        | 31.0   | 124  | 1.6551          |
| No log        | 32.0   | 128  | 1.5060          |
| No log        | 33.0   | 132  | 1.4780          |
| No log        | 34.0   | 136  | 1.5360          |
| No log        | 35.0   | 140  | 1.5973          |
| No log        | 36.0   | 144  | 1.5081          |
| No log        | 37.0   | 148  | 1.5293          |
| No log        | 38.0   | 152  | 1.5699          |
| No log        | 39.0   | 156  | 1.3789          |
| No log        | 40.0   | 160  | 1.3797          |
| No log        | 41.0   | 164  | 1.4293          |
| No log        | 42.0   | 168  | 1.3601          |
| No log        | 43.0   | 172  | 1.3191          |
| No log        | 44.0   | 176  | 1.2775          |
| No log        | 45.0   | 180  | 1.3186          |
| No log        | 46.0   | 184  | 1.2806          |
| No log        | 47.0   | 188  | 1.3256          |
| No log        | 48.0   | 192  | 1.3248          |
| No log        | 49.0   | 196  | 1.3389          |
| No log        | 50.0   | 200  | 1.2985          |
| No log        | 51.0   | 204  | 1.2470          |
| No log        | 52.0   | 208  | 1.2510          |
| No log        | 53.0   | 212  | 1.3762          |
| No log        | 54.0   | 216  | 1.2690          |
| No log        | 55.0   | 220  | 1.3169          |
| No log        | 56.0   | 224  | 1.3142          |
| No log        | 57.0   | 228  | 1.2948          |
| No log        | 58.0   | 232  | 1.3216          |
| No log        | 59.0   | 236  | 1.2613          |
| No log        | 60.0   | 240  | 1.3178          |
| No log        | 61.0   | 244  | 1.2888          |
| No log        | 62.0   | 248  | 1.2605          |
| No log        | 63.0   | 252  | 1.2280          |
| No log        | 64.0   | 256  | 1.2609          |
| No log        | 65.0   | 260  | 1.3002          |
| No log        | 66.0   | 264  | 1.2784          |
| No log        | 67.0   | 268  | 1.1941          |
| No log        | 68.0   | 272  | 1.2645          |
| No log        | 69.0   | 276  | 1.2529          |
| No log        | 70.0   | 280  | 1.2423          |
| No log        | 71.0   | 284  | 1.2375          |
| No log        | 72.0   | 288  | 1.2572          |
| No log        | 73.0   | 292  | 1.2493          |
| No log        | 74.0   | 296  | 1.2512          |
| No log        | 75.0   | 300  | 1.2128          |
| No log        | 76.0   | 304  | 1.2246          |
| No log        | 77.0   | 308  | 1.2307          |
| No log        | 78.0   | 312  | 1.2836          |
| No log        | 79.0   | 316  | 1.2728          |
| No log        | 80.0   | 320  | 1.2418          |
| No log        | 81.0   | 324  | 1.2433          |
| No log        | 82.0   | 328  | 1.2358          |
| No log        | 83.0   | 332  | 1.2394          |
| No log        | 84.0   | 336  | 1.2541          |
| No log        | 85.0   | 340  | 1.3406          |
| No log        | 86.0   | 344  | 1.2982          |
| No log        | 87.0   | 348  | 1.2103          |
| No log        | 88.0   | 352  | 1.3101          |
| No log        | 89.0   | 356  | 1.3908          |
| No log        | 90.0   | 360  | 1.3210          |
| No log        | 91.0   | 364  | 1.3641          |
| No log        | 92.0   | 368  | 1.3017          |
| No log        | 93.0   | 372  | 1.3622          |
| No log        | 94.0   | 376  | 1.2857          |
| No log        | 95.0   | 380  | 1.3221          |
| No log        | 96.0   | 384  | 1.2996          |
| No log        | 97.0   | 388  | 1.3561          |
| No log        | 98.0   | 392  | 1.2376          |
| No log        | 99.0   | 396  | 1.3170          |
| No log        | 100.0  | 400  | 1.3494          |
| No log        | 101.0  | 404  | 1.3560          |
| No log        | 102.0  | 408  | 1.2526          |
| No log        | 103.0  | 412  | 1.3123          |
| No log        | 104.0  | 416  | 1.4024          |
| No log        | 105.0  | 420  | 1.3408          |
| No log        | 106.0  | 424  | 1.3860          |
| No log        | 107.0  | 428  | 1.4732          |
| No log        | 108.0  | 432  | 1.3537          |
| No log        | 109.0  | 436  | 1.3521          |
| No log        | 110.0  | 440  | 1.3370          |
| No log        | 111.0  | 444  | 1.4081          |
| No log        | 112.0  | 448  | 1.3721          |
| No log        | 113.0  | 452  | 1.4037          |
| No log        | 114.0  | 456  | 1.3577          |
| No log        | 115.0  | 460  | 1.3530          |
| No log        | 116.0  | 464  | 1.3035          |
| No log        | 117.0  | 468  | 1.3942          |
| No log        | 118.0  | 472  | 1.4689          |
| No log        | 119.0  | 476  | 1.4912          |
| No log        | 120.0  | 480  | 1.3490          |
| No log        | 121.0  | 484  | 1.4376          |
| No log        | 122.0  | 488  | 1.5024          |
| No log        | 123.0  | 492  | 1.4275          |
| No log        | 124.0  | 496  | 1.3304          |
| 1.1769        | 125.0  | 500  | 1.3018          |
| 1.1769        | 126.0  | 504  | 1.3479          |
| 1.1769        | 127.0  | 508  | 1.2967          |
| 1.1769        | 128.0  | 512  | 1.3512          |
| 1.1769        | 129.0  | 516  | 1.2752          |
| 1.1769        | 130.0  | 520  | 1.3445          |
| 1.1769        | 131.0  | 524  | 1.4843          |
| 1.1769        | 132.0  | 528  | 1.4238          |
| 1.1769        | 133.0  | 532  | 1.3526          |
| 1.1769        | 134.0  | 536  | 1.4211          |
| 1.1769        | 135.0  | 540  | 1.3692          |
| 1.1769        | 136.0  | 544  | 1.4308          |
| 1.1769        | 137.0  | 548  | 1.4661          |
| 1.1769        | 138.0  | 552  | 1.4091          |
| 1.1769        | 139.0  | 556  | 1.4392          |
| 1.1769        | 140.0  | 560  | 1.4283          |
| 1.1769        | 141.0  | 564  | 1.3185          |
| 1.1769        | 142.0  | 568  | 1.3383          |
| 1.1769        | 143.0  | 572  | 1.5038          |
| 1.1769        | 144.0  | 576  | 1.5369          |
| 1.1769        | 145.0  | 580  | 1.5651          |
| 1.1769        | 146.0  | 584  | 1.4471          |
| 1.1769        | 147.0  | 588  | 1.3823          |
| 1.1769        | 148.0  | 592  | 1.4221          |
| 1.1769        | 149.0  | 596  | 1.4198          |
| 1.1769        | 150.0  | 600  | 1.4250          |
| 1.1769        | 151.0  | 604  | 1.3998          |
| 1.1769        | 152.0  | 608  | 1.3911          |
| 1.1769        | 153.0  | 612  | 1.3563          |
| 1.1769        | 154.0  | 616  | 1.4110          |
| 1.1769        | 155.0  | 620  | 1.4465          |
| 1.1769        | 156.0  | 624  | 1.4382          |
| 1.1769        | 157.0  | 628  | 1.3671          |
| 1.1769        | 158.0  | 632  | 1.3565          |
| 1.1769        | 159.0  | 636  | 1.3593          |
| 1.1769        | 160.0  | 640  | 1.3381          |
| 1.1769        | 161.0  | 644  | 1.4077          |
| 1.1769        | 162.0  | 648  | 1.5401          |
| 1.1769        | 163.0  | 652  | 1.5009          |
| 1.1769        | 164.0  | 656  | 1.3751          |
| 1.1769        | 165.0  | 660  | 1.4234          |
| 1.1769        | 166.0  | 664  | 1.4498          |
| 1.1769        | 167.0  | 668  | 1.3968          |
| 1.1769        | 168.0  | 672  | 1.4349          |
| 1.1769        | 169.0  | 676  | 1.3392          |
| 1.1769        | 170.0  | 680  | 1.3445          |
| 1.1769        | 171.0  | 684  | 1.4489          |
| 1.1769        | 172.0  | 688  | 1.4760          |
| 1.1769        | 173.0  | 692  | 1.3868          |
| 1.1769        | 174.0  | 696  | 1.4113          |
| 1.1769        | 175.0  | 700  | 1.4980          |
| 1.1769        | 176.0  | 704  | 1.4751          |
| 1.1769        | 177.0  | 708  | 1.4916          |
| 1.1769        | 178.0  | 712  | 1.4633          |
| 1.1769        | 179.0  | 716  | 1.3422          |
| 1.1769        | 180.0  | 720  | 1.4274          |
| 1.1769        | 181.0  | 724  | 1.5459          |
| 1.1769        | 182.0  | 728  | 1.5025          |
| 1.1769        | 183.0  | 732  | 1.4013          |
| 1.1769        | 184.0  | 736  | 1.4751          |
| 1.1769        | 185.0  | 740  | 1.5027          |
| 1.1769        | 186.0  | 744  | 1.4690          |
| 1.1769        | 187.0  | 748  | 1.4428          |
| 1.1769        | 188.0  | 752  | 1.5449          |
| 1.1769        | 189.0  | 756  | 1.6188          |
| 1.1769        | 190.0  | 760  | 1.4704          |
| 1.1769        | 191.0  | 764  | 1.4760          |
| 1.1769        | 192.0  | 768  | 1.6057          |
| 1.1769        | 193.0  | 772  | 1.5716          |
| 1.1769        | 194.0  | 776  | 1.4465          |
| 1.1769        | 195.0  | 780  | 1.4373          |
| 1.1769        | 196.0  | 784  | 1.3818          |
| 1.1769        | 197.0  | 788  | 1.4692          |
| 1.1769        | 198.0  | 792  | 1.5798          |
| 1.1769        | 199.0  | 796  | 1.5460          |
| 1.1769        | 200.0  | 800  | 1.4693          |
| 1.1769        | 201.0  | 804  | 1.4566          |
| 1.1769        | 202.0  | 808  | 1.4881          |
| 1.1769        | 203.0  | 812  | 1.4454          |
| 1.1769        | 204.0  | 816  | 1.3877          |
| 1.1769        | 205.0  | 820  | 1.3506          |
| 1.1769        | 206.0  | 824  | 1.4355          |
| 1.1769        | 207.0  | 828  | 1.4553          |
| 1.1769        | 208.0  | 832  | 1.4904          |
| 1.1769        | 209.0  | 836  | 1.5774          |
| 1.1769        | 210.0  | 840  | 1.6123          |
| 1.1769        | 211.0  | 844  | 1.6387          |
| 1.1769        | 212.0  | 848  | 1.5709          |
| 1.1769        | 213.0  | 852  | 1.4701          |
| 1.1769        | 214.0  | 856  | 1.4261          |
| 1.1769        | 215.0  | 860  | 1.4665          |
| 1.1769        | 216.0  | 864  | 1.5617          |
| 1.1769        | 217.0  | 868  | 1.6086          |
| 1.1769        | 218.0  | 872  | 1.6149          |
| 1.1769        | 219.0  | 876  | 1.6129          |
| 1.1769        | 220.0  | 880  | 1.4981          |
| 1.1769        | 221.0  | 884  | 1.4594          |
| 1.1769        | 222.0  | 888  | 1.5126          |
| 1.1769        | 223.0  | 892  | 1.5631          |
| 1.1769        | 224.0  | 896  | 1.5409          |
| 1.1769        | 225.0  | 900  | 1.5660          |
| 1.1769        | 226.0  | 904  | 1.5185          |
| 1.1769        | 227.0  | 908  | 1.4195          |
| 1.1769        | 228.0  | 912  | 1.4034          |
| 1.1769        | 229.0  | 916  | 1.3628          |
| 1.1769        | 230.0  | 920  | 1.3470          |
| 1.1769        | 231.0  | 924  | 1.4427          |
| 1.1769        | 232.0  | 928  | 1.4713          |
| 1.1769        | 233.0  | 932  | 1.4139          |
| 1.1769        | 234.0  | 936  | 1.3960          |
| 1.1769        | 235.0  | 940  | 1.4397          |
| 1.1769        | 236.0  | 944  | 1.4789          |
| 1.1769        | 237.0  | 948  | 1.5018          |
| 1.1769        | 238.0  | 952  | 1.4602          |
| 1.1769        | 239.0  | 956  | 1.4550          |
| 1.1769        | 240.0  | 960  | 1.4691          |
| 1.1769        | 241.0  | 964  | 1.5159          |
| 1.1769        | 242.0  | 968  | 1.5266          |
| 1.1769        | 243.0  | 972  | 1.4622          |
| 1.1769        | 244.0  | 976  | 1.4635          |
| 1.1769        | 245.0  | 980  | 1.4470          |
| 1.1769        | 246.0  | 984  | 1.4726          |
| 1.1769        | 247.0  | 988  | 1.4950          |
| 1.1769        | 248.0  | 992  | 1.4698          |
| 1.1769        | 249.0  | 996  | 1.4429          |
| 0.4184        | 250.0  | 1000 | 1.4376          |
| 0.4184        | 251.0  | 1004 | 1.3997          |
| 0.4184        | 252.0  | 1008 | 1.3256          |
| 0.4184        | 253.0  | 1012 | 1.3644          |
| 0.4184        | 254.0  | 1016 | 1.4549          |
| 0.4184        | 255.0  | 1020 | 1.4765          |
| 0.4184        | 256.0  | 1024 | 1.4533          |
| 0.4184        | 257.0  | 1028 | 1.4265          |
| 0.4184        | 258.0  | 1032 | 1.4132          |
| 0.4184        | 259.0  | 1036 | 1.4635          |
| 0.4184        | 260.0  | 1040 | 1.5026          |
| 0.4184        | 261.0  | 1044 | 1.4552          |
| 0.4184        | 262.0  | 1048 | 1.4154          |
| 0.4184        | 263.0  | 1052 | 1.4397          |
| 0.4184        | 264.0  | 1056 | 1.4343          |
| 0.4184        | 265.0  | 1060 | 1.4089          |
| 0.4184        | 266.0  | 1064 | 1.4080          |
| 0.4184        | 267.0  | 1068 | 1.4571          |
| 0.4184        | 268.0  | 1072 | 1.5073          |
| 0.4184        | 269.0  | 1076 | 1.5459          |
| 0.4184        | 270.0  | 1080 | 1.5103          |
| 0.4184        | 271.0  | 1084 | 1.4620          |
| 0.4184        | 272.0  | 1088 | 1.4497          |
| 0.4184        | 273.0  | 1092 | 1.4794          |
| 0.4184        | 274.0  | 1096 | 1.5676          |
| 0.4184        | 275.0  | 1100 | 1.5996          |
| 0.4184        | 276.0  | 1104 | 1.5515          |
| 0.4184        | 277.0  | 1108 | 1.5303          |
| 0.4184        | 278.0  | 1112 | 1.4773          |
| 0.4184        | 279.0  | 1116 | 1.4489          |
| 0.4184        | 280.0  | 1120 | 1.4761          |
| 0.4184        | 281.0  | 1124 | 1.5169          |
| 0.4184        | 282.0  | 1128 | 1.5055          |
| 0.4184        | 283.0  | 1132 | 1.4855          |
| 0.4184        | 284.0  | 1136 | 1.4738          |
| 0.4184        | 285.0  | 1140 | 1.4803          |
| 0.4184        | 286.0  | 1144 | 1.5080          |
| 0.4184        | 287.0  | 1148 | 1.4692          |
| 0.4184        | 288.0  | 1152 | 1.4427          |
| 0.4184        | 289.0  | 1156 | 1.4967          |
| 0.4184        | 290.0  | 1160 | 1.6093          |
| 0.4184        | 291.0  | 1164 | 1.7077          |
| 0.4184        | 292.0  | 1168 | 1.7230          |
| 0.4184        | 293.0  | 1172 | 1.6213          |
| 0.4184        | 294.0  | 1176 | 1.4616          |
| 0.4184        | 295.0  | 1180 | 1.4572          |
| 0.4184        | 296.0  | 1184 | 1.5369          |
| 0.4184        | 297.0  | 1188 | 1.5490          |
| 0.4184        | 298.0  | 1192 | 1.5599          |
| 0.4184        | 299.0  | 1196 | 1.5460          |
| 0.4184        | 300.0  | 1200 | 1.5229          |
| 0.4184        | 301.0  | 1204 | 1.4836          |
| 0.4184        | 302.0  | 1208 | 1.4673          |
| 0.4184        | 303.0  | 1212 | 1.4770          |
| 0.4184        | 304.0  | 1216 | 1.4569          |
| 0.4184        | 305.0  | 1220 | 1.4321          |
| 0.4184        | 306.0  | 1224 | 1.4390          |
| 0.4184        | 307.0  | 1228 | 1.4474          |
| 0.4184        | 308.0  | 1232 | 1.5174          |
| 0.4184        | 309.0  | 1236 | 1.5615          |
| 0.4184        | 310.0  | 1240 | 1.5636          |
| 0.4184        | 311.0  | 1244 | 1.5368          |
| 0.4184        | 312.0  | 1248 | 1.5083          |
| 0.4184        | 313.0  | 1252 | 1.4660          |
| 0.4184        | 314.0  | 1256 | 1.4645          |
| 0.4184        | 315.0  | 1260 | 1.5187          |
| 0.4184        | 316.0  | 1264 | 1.6259          |
| 0.4184        | 317.0  | 1268 | 1.6653          |
| 0.4184        | 318.0  | 1272 | 1.6218          |
| 0.4184        | 319.0  | 1276 | 1.5372          |
| 0.4184        | 320.0  | 1280 | 1.5218          |
| 0.4184        | 321.0  | 1284 | 1.5923          |
| 0.4184        | 322.0  | 1288 | 1.6150          |
| 0.4184        | 323.0  | 1292 | 1.6162          |
| 0.4184        | 324.0  | 1296 | 1.6154          |
| 0.4184        | 325.0  | 1300 | 1.5934          |
| 0.4184        | 326.0  | 1304 | 1.5683          |
| 0.4184        | 327.0  | 1308 | 1.5512          |
| 0.4184        | 328.0  | 1312 | 1.5416          |
| 0.4184        | 329.0  | 1316 | 1.5535          |
| 0.4184        | 330.0  | 1320 | 1.6359          |
| 0.4184        | 331.0  | 1324 | 1.7002          |
| 0.4184        | 332.0  | 1328 | 1.6695          |
| 0.4184        | 333.0  | 1332 | 1.6352          |
| 0.4184        | 334.0  | 1336 | 1.6134          |
| 0.4184        | 335.0  | 1340 | 1.6155          |
| 0.4184        | 336.0  | 1344 | 1.6026          |
| 0.4184        | 337.0  | 1348 | 1.5935          |
| 0.4184        | 338.0  | 1352 | 1.5867          |
| 0.4184        | 339.0  | 1356 | 1.5870          |
| 0.4184        | 340.0  | 1360 | 1.6008          |
| 0.4184        | 341.0  | 1364 | 1.5968          |
| 0.4184        | 342.0  | 1368 | 1.6040          |
| 0.4184        | 343.0  | 1372 | 1.6181          |
| 0.4184        | 344.0  | 1376 | 1.6164          |
| 0.4184        | 345.0  | 1380 | 1.6434          |
| 0.4184        | 346.0  | 1384 | 1.6501          |
| 0.4184        | 347.0  | 1388 | 1.6337          |
| 0.4184        | 348.0  | 1392 | 1.5782          |
| 0.4184        | 349.0  | 1396 | 1.5265          |
| 0.4184        | 350.0  | 1400 | 1.5207          |
| 0.4184        | 351.0  | 1404 | 1.5469          |
| 0.4184        | 352.0  | 1408 | 1.5381          |
| 0.4184        | 353.0  | 1412 | 1.5145          |
| 0.4184        | 354.0  | 1416 | 1.5194          |
| 0.4184        | 355.0  | 1420 | 1.5902          |
| 0.4184        | 356.0  | 1424 | 1.6511          |
| 0.4184        | 357.0  | 1428 | 1.6339          |
| 0.4184        | 358.0  | 1432 | 1.6251          |
| 0.4184        | 359.0  | 1436 | 1.6172          |
| 0.4184        | 360.0  | 1440 | 1.6048          |
| 0.4184        | 361.0  | 1444 | 1.5671          |
| 0.4184        | 362.0  | 1448 | 1.5452          |
| 0.4184        | 363.0  | 1452 | 1.5462          |
| 0.4184        | 364.0  | 1456 | 1.5718          |
| 0.4184        | 365.0  | 1460 | 1.6247          |
| 0.4184        | 366.0  | 1464 | 1.6518          |
| 0.4184        | 367.0  | 1468 | 1.6479          |
| 0.4184        | 368.0  | 1472 | 1.5929          |
| 0.4184        | 369.0  | 1476 | 1.5627          |
| 0.4184        | 370.0  | 1480 | 1.5416          |
| 0.4184        | 371.0  | 1484 | 1.5658          |
| 0.4184        | 372.0  | 1488 | 1.5853          |
| 0.4184        | 373.0  | 1492 | 1.5762          |
| 0.4184        | 374.0  | 1496 | 1.5747          |
| 0.403         | 375.0  | 1500 | 1.6016          |
| 0.403         | 376.0  | 1504 | 1.5876          |
| 0.403         | 377.0  | 1508 | 1.5634          |
| 0.403         | 378.0  | 1512 | 1.5487          |
| 0.403         | 379.0  | 1516 | 1.5550          |
| 0.403         | 380.0  | 1520 | 1.5482          |
| 0.403         | 381.0  | 1524 | 1.5366          |
| 0.403         | 382.0  | 1528 | 1.4986          |
| 0.403         | 383.0  | 1532 | 1.4762          |
| 0.403         | 384.0  | 1536 | 1.4525          |
| 0.403         | 385.0  | 1540 | 1.4381          |
| 0.403         | 386.0  | 1544 | 1.4430          |
| 0.403         | 387.0  | 1548 | 1.5026          |
| 0.403         | 388.0  | 1552 | 1.5585          |
| 0.403         | 389.0  | 1556 | 1.5639          |
| 0.403         | 390.0  | 1560 | 1.5419          |
| 0.403         | 391.0  | 1564 | 1.5009          |
| 0.403         | 392.0  | 1568 | 1.4566          |
| 0.403         | 393.0  | 1572 | 1.4410          |
| 0.403         | 394.0  | 1576 | 1.4463          |
| 0.403         | 395.0  | 1580 | 1.5042          |
| 0.403         | 396.0  | 1584 | 1.5396          |
| 0.403         | 397.0  | 1588 | 1.5156          |
| 0.403         | 398.0  | 1592 | 1.4753          |
| 0.403         | 399.0  | 1596 | 1.4929          |
| 0.403         | 400.0  | 1600 | 1.5262          |
| 0.403         | 401.0  | 1604 | 1.5380          |
| 0.403         | 402.0  | 1608 | 1.5223          |
| 0.403         | 403.0  | 1612 | 1.5137          |
| 0.403         | 404.0  | 1616 | 1.5164          |
| 0.403         | 405.0  | 1620 | 1.5077          |
| 0.403         | 406.0  | 1624 | 1.4870          |
| 0.403         | 407.0  | 1628 | 1.4976          |
| 0.403         | 408.0  | 1632 | 1.5187          |
| 0.403         | 409.0  | 1636 | 1.5094          |
| 0.403         | 410.0  | 1640 | 1.5285          |
| 0.403         | 411.0  | 1644 | 1.5810          |
| 0.403         | 412.0  | 1648 | 1.6046          |
| 0.403         | 413.0  | 1652 | 1.6018          |
| 0.403         | 414.0  | 1656 | 1.5656          |
| 0.403         | 415.0  | 1660 | 1.5039          |
| 0.403         | 416.0  | 1664 | 1.4686          |
| 0.403         | 417.0  | 1668 | 1.5452          |
| 0.403         | 418.0  | 1672 | 1.5991          |
| 0.403         | 419.0  | 1676 | 1.6294          |
| 0.403         | 420.0  | 1680 | 1.6170          |
| 0.403         | 421.0  | 1684 | 1.5730          |
| 0.403         | 422.0  | 1688 | 1.5304          |
| 0.403         | 423.0  | 1692 | 1.4830          |
| 0.403         | 424.0  | 1696 | 1.4814          |
| 0.403         | 425.0  | 1700 | 1.5355          |
| 0.403         | 426.0  | 1704 | 1.5737          |
| 0.403         | 427.0  | 1708 | 1.5733          |
| 0.403         | 428.0  | 1712 | 1.5686          |
| 0.403         | 429.0  | 1716 | 1.6145          |
| 0.403         | 430.0  | 1720 | 1.6108          |
| 0.403         | 431.0  | 1724 | 1.5805          |
| 0.403         | 432.0  | 1728 | 1.5336          |
| 0.403         | 433.0  | 1732 | 1.5152          |
| 0.403         | 434.0  | 1736 | 1.5305          |
| 0.403         | 435.0  | 1740 | 1.5345          |
| 0.403         | 436.0  | 1744 | 1.5277          |
| 0.403         | 437.0  | 1748 | 1.5199          |
| 0.403         | 438.0  | 1752 | 1.5255          |
| 0.403         | 439.0  | 1756 | 1.5212          |
| 0.403         | 440.0  | 1760 | 1.5225          |
| 0.403         | 441.0  | 1764 | 1.5280          |
| 0.403         | 442.0  | 1768 | 1.5732          |
| 0.403         | 443.0  | 1772 | 1.5911          |
| 0.403         | 444.0  | 1776 | 1.5708          |
| 0.403         | 445.0  | 1780 | 1.5290          |
| 0.403         | 446.0  | 1784 | 1.4492          |
| 0.403         | 447.0  | 1788 | 1.3949          |
| 0.403         | 448.0  | 1792 | 1.3873          |
| 0.403         | 449.0  | 1796 | 1.3988          |
| 0.403         | 450.0  | 1800 | 1.4091          |
| 0.403         | 451.0  | 1804 | 1.4142          |
| 0.403         | 452.0  | 1808 | 1.4216          |
| 0.403         | 453.0  | 1812 | 1.4320          |
| 0.403         | 454.0  | 1816 | 1.4388          |
| 0.403         | 455.0  | 1820 | 1.4414          |
| 0.403         | 456.0  | 1824 | 1.4931          |
| 0.403         | 457.0  | 1828 | 1.5570          |
| 0.403         | 458.0  | 1832 | 1.5959          |
| 0.403         | 459.0  | 1836 | 1.5853          |
| 0.403         | 460.0  | 1840 | 1.5050          |
| 0.403         | 461.0  | 1844 | 1.4635          |
| 0.403         | 462.0  | 1848 | 1.4427          |
| 0.403         | 463.0  | 1852 | 1.4934          |
| 0.403         | 464.0  | 1856 | 1.5395          |
| 0.403         | 465.0  | 1860 | 1.5815          |
| 0.403         | 466.0  | 1864 | 1.5800          |
| 0.403         | 467.0  | 1868 | 1.5742          |
| 0.403         | 468.0  | 1872 | 1.5501          |
| 0.403         | 469.0  | 1876 | 1.5096          |
| 0.403         | 470.0  | 1880 | 1.4732          |
| 0.403         | 471.0  | 1884 | 1.4491          |
| 0.403         | 472.0  | 1888 | 1.4311          |
| 0.403         | 473.0  | 1892 | 1.4276          |
| 0.403         | 474.0  | 1896 | 1.4415          |
| 0.403         | 475.0  | 1900 | 1.4440          |
| 0.403         | 476.0  | 1904 | 1.4470          |
| 0.403         | 477.0  | 1908 | 1.4525          |
| 0.403         | 478.0  | 1912 | 1.4505          |
| 0.403         | 479.0  | 1916 | 1.5002          |
| 0.403         | 480.0  | 1920 | 1.6120          |
| 0.403         | 481.0  | 1924 | 1.6583          |
| 0.403         | 482.0  | 1928 | 1.6150          |
| 0.403         | 483.0  | 1932 | 1.5865          |
| 0.403         | 484.0  | 1936 | 1.5523          |
| 0.403         | 485.0  | 1940 | 1.5007          |
| 0.403         | 486.0  | 1944 | 1.4920          |
| 0.403         | 487.0  | 1948 | 1.4982          |
| 0.403         | 488.0  | 1952 | 1.5340          |
| 0.403         | 489.0  | 1956 | 1.5504          |
| 0.403         | 490.0  | 1960 | 1.5587          |
| 0.403         | 491.0  | 1964 | 1.5618          |
| 0.403         | 492.0  | 1968 | 1.5556          |
| 0.403         | 493.0  | 1972 | 1.5658          |
| 0.403         | 494.0  | 1976 | 1.5470          |
| 0.403         | 495.0  | 1980 | 1.5113          |
| 0.403         | 496.0  | 1984 | 1.4983          |
| 0.403         | 497.0  | 1988 | 1.5022          |
| 0.403         | 498.0  | 1992 | 1.5066          |
| 0.403         | 499.0  | 1996 | 1.5115          |
| 0.4024        | 500.0  | 2000 | 1.5116          |
| 0.4024        | 501.0  | 2004 | 1.5218          |
| 0.4024        | 502.0  | 2008 | 1.5240          |
| 0.4024        | 503.0  | 2012 | 1.4856          |
| 0.4024        | 504.0  | 2016 | 1.4586          |
| 0.4024        | 505.0  | 2020 | 1.4481          |
| 0.4024        | 506.0  | 2024 | 1.4423          |
| 0.4024        | 507.0  | 2028 | 1.4435          |
| 0.4024        | 508.0  | 2032 | 1.4508          |
| 0.4024        | 509.0  | 2036 | 1.4464          |
| 0.4024        | 510.0  | 2040 | 1.4419          |
| 0.4024        | 511.0  | 2044 | 1.4568          |
| 0.4024        | 512.0  | 2048 | 1.4571          |
| 0.4024        | 513.0  | 2052 | 1.4427          |
| 0.4024        | 514.0  | 2056 | 1.4459          |
| 0.4024        | 515.0  | 2060 | 1.4544          |
| 0.4024        | 516.0  | 2064 | 1.4665          |
| 0.4024        | 517.0  | 2068 | 1.4824          |
| 0.4024        | 518.0  | 2072 | 1.4981          |
| 0.4024        | 519.0  | 2076 | 1.4992          |
| 0.4024        | 520.0  | 2080 | 1.4854          |
| 0.4024        | 521.0  | 2084 | 1.4697          |
| 0.4024        | 522.0  | 2088 | 1.4499          |
| 0.4024        | 523.0  | 2092 | 1.4268          |
| 0.4024        | 524.0  | 2096 | 1.4076          |
| 0.4024        | 525.0  | 2100 | 1.3958          |
| 0.4024        | 526.0  | 2104 | 1.3957          |
| 0.4024        | 527.0  | 2108 | 1.3953          |
| 0.4024        | 528.0  | 2112 | 1.4094          |
| 0.4024        | 529.0  | 2116 | 1.4228          |
| 0.4024        | 530.0  | 2120 | 1.4343          |
| 0.4024        | 531.0  | 2124 | 1.4362          |
| 0.4024        | 532.0  | 2128 | 1.4271          |
| 0.4024        | 533.0  | 2132 | 1.4120          |
| 0.4024        | 534.0  | 2136 | 1.4023          |
| 0.4024        | 535.0  | 2140 | 1.3896          |
| 0.4024        | 536.0  | 2144 | 1.4249          |
| 0.4024        | 537.0  | 2148 | 1.4613          |
| 0.4024        | 538.0  | 2152 | 1.4893          |
| 0.4024        | 539.0  | 2156 | 1.5004          |
| 0.4024        | 540.0  | 2160 | 1.4948          |
| 0.4024        | 541.0  | 2164 | 1.4828          |
| 0.4024        | 542.0  | 2168 | 1.4530          |
| 0.4024        | 543.0  | 2172 | 1.4373          |
| 0.4024        | 544.0  | 2176 | 1.4257          |
| 0.4024        | 545.0  | 2180 | 1.4385          |
| 0.4024        | 546.0  | 2184 | 1.4539          |
| 0.4024        | 547.0  | 2188 | 1.4566          |
| 0.4024        | 548.0  | 2192 | 1.4535          |
| 0.4024        | 549.0  | 2196 | 1.4526          |
| 0.4024        | 550.0  | 2200 | 1.4510          |
| 0.4024        | 551.0  | 2204 | 1.4496          |
| 0.4024        | 552.0  | 2208 | 1.4515          |
| 0.4024        | 553.0  | 2212 | 1.4530          |
| 0.4024        | 554.0  | 2216 | 1.4621          |
| 0.4024        | 555.0  | 2220 | 1.4715          |
| 0.4024        | 556.0  | 2224 | 1.4751          |
| 0.4024        | 557.0  | 2228 | 1.4794          |
| 0.4024        | 558.0  | 2232 | 1.4853          |
| 0.4024        | 559.0  | 2236 | 1.4989          |
| 0.4024        | 560.0  | 2240 | 1.5042          |
| 0.4024        | 561.0  | 2244 | 1.5067          |
| 0.4024        | 562.0  | 2248 | 1.5144          |
| 0.4024        | 563.0  | 2252 | 1.5396          |
| 0.4024        | 564.0  | 2256 | 1.5792          |
| 0.4024        | 565.0  | 2260 | 1.5966          |
| 0.4024        | 566.0  | 2264 | 1.5967          |
| 0.4024        | 567.0  | 2268 | 1.5786          |
| 0.4024        | 568.0  | 2272 | 1.5526          |
| 0.4024        | 569.0  | 2276 | 1.5258          |
| 0.4024        | 570.0  | 2280 | 1.5030          |
| 0.4024        | 571.0  | 2284 | 1.4949          |
| 0.4024        | 572.0  | 2288 | 1.4925          |
| 0.4024        | 573.0  | 2292 | 1.4942          |
| 0.4024        | 574.0  | 2296 | 1.5047          |
| 0.4024        | 575.0  | 2300 | 1.5211          |
| 0.4024        | 576.0  | 2304 | 1.5308          |
| 0.4024        | 577.0  | 2308 | 1.5393          |
| 0.4024        | 578.0  | 2312 | 1.5351          |
| 0.4024        | 579.0  | 2316 | 1.5045          |
| 0.4024        | 580.0  | 2320 | 1.4750          |
| 0.4024        | 581.0  | 2324 | 1.4815          |
| 0.4024        | 582.0  | 2328 | 1.4967          |
| 0.4024        | 583.0  | 2332 | 1.4975          |
| 0.4024        | 584.0  | 2336 | 1.4911          |
| 0.4024        | 585.0  | 2340 | 1.4834          |
| 0.4024        | 586.0  | 2344 | 1.4816          |
| 0.4024        | 587.0  | 2348 | 1.4838          |
| 0.4024        | 588.0  | 2352 | 1.4683          |
| 0.4024        | 589.0  | 2356 | 1.4546          |
| 0.4024        | 590.0  | 2360 | 1.4426          |
| 0.4024        | 591.0  | 2364 | 1.4359          |
| 0.4024        | 592.0  | 2368 | 1.4394          |
| 0.4024        | 593.0  | 2372 | 1.4694          |
| 0.4024        | 594.0  | 2376 | 1.4913          |
| 0.4024        | 595.0  | 2380 | 1.5092          |
| 0.4024        | 596.0  | 2384 | 1.5184          |
| 0.4024        | 597.0  | 2388 | 1.5213          |
| 0.4024        | 598.0  | 2392 | 1.5543          |
| 0.4024        | 599.0  | 2396 | 1.5954          |
| 0.4024        | 600.0  | 2400 | 1.6103          |
| 0.4024        | 601.0  | 2404 | 1.6098          |
| 0.4024        | 602.0  | 2408 | 1.5797          |
| 0.4024        | 603.0  | 2412 | 1.5508          |
| 0.4024        | 604.0  | 2416 | 1.5505          |
| 0.4024        | 605.0  | 2420 | 1.5737          |
| 0.4024        | 606.0  | 2424 | 1.6098          |
| 0.4024        | 607.0  | 2428 | 1.6140          |
| 0.4024        | 608.0  | 2432 | 1.5859          |
| 0.4024        | 609.0  | 2436 | 1.5638          |
| 0.4024        | 610.0  | 2440 | 1.5348          |
| 0.4024        | 611.0  | 2444 | 1.4999          |
| 0.4024        | 612.0  | 2448 | 1.4936          |
| 0.4024        | 613.0  | 2452 | 1.4992          |
| 0.4024        | 614.0  | 2456 | 1.4965          |
| 0.4024        | 615.0  | 2460 | 1.4976          |
| 0.4024        | 616.0  | 2464 | 1.5261          |
| 0.4024        | 617.0  | 2468 | 1.5552          |
| 0.4024        | 618.0  | 2472 | 1.5636          |
| 0.4024        | 619.0  | 2476 | 1.5605          |
| 0.4024        | 620.0  | 2480 | 1.5478          |
| 0.4024        | 621.0  | 2484 | 1.5333          |
| 0.4024        | 622.0  | 2488 | 1.5142          |
| 0.4024        | 623.0  | 2492 | 1.5076          |
| 0.4024        | 624.0  | 2496 | 1.5063          |
| 0.4015        | 625.0  | 2500 | 1.5049          |
| 0.4015        | 626.0  | 2504 | 1.5068          |
| 0.4015        | 627.0  | 2508 | 1.5088          |
| 0.4015        | 628.0  | 2512 | 1.5203          |
| 0.4015        | 629.0  | 2516 | 1.5283          |
| 0.4015        | 630.0  | 2520 | 1.5407          |
| 0.4015        | 631.0  | 2524 | 1.5442          |
| 0.4015        | 632.0  | 2528 | 1.5426          |
| 0.4015        | 633.0  | 2532 | 1.5418          |
| 0.4015        | 634.0  | 2536 | 1.5692          |
| 0.4015        | 635.0  | 2540 | 1.5733          |
| 0.4015        | 636.0  | 2544 | 1.5586          |
| 0.4015        | 637.0  | 2548 | 1.5299          |
| 0.4015        | 638.0  | 2552 | 1.5009          |
| 0.4015        | 639.0  | 2556 | 1.4912          |
| 0.4015        | 640.0  | 2560 | 1.4850          |
| 0.4015        | 641.0  | 2564 | 1.4784          |
| 0.4015        | 642.0  | 2568 | 1.4744          |
| 0.4015        | 643.0  | 2572 | 1.4697          |
| 0.4015        | 644.0  | 2576 | 1.4705          |
| 0.4015        | 645.0  | 2580 | 1.4801          |
| 0.4015        | 646.0  | 2584 | 1.5035          |
| 0.4015        | 647.0  | 2588 | 1.5196          |
| 0.4015        | 648.0  | 2592 | 1.5159          |
| 0.4015        | 649.0  | 2596 | 1.4930          |
| 0.4015        | 650.0  | 2600 | 1.4696          |
| 0.4015        | 651.0  | 2604 | 1.4524          |
| 0.4015        | 652.0  | 2608 | 1.4457          |
| 0.4015        | 653.0  | 2612 | 1.4458          |
| 0.4015        | 654.0  | 2616 | 1.4538          |
| 0.4015        | 655.0  | 2620 | 1.4621          |
| 0.4015        | 656.0  | 2624 | 1.4501          |
| 0.4015        | 657.0  | 2628 | 1.4451          |
| 0.4015        | 658.0  | 2632 | 1.4440          |
| 0.4015        | 659.0  | 2636 | 1.4448          |
| 0.4015        | 660.0  | 2640 | 1.4493          |
| 0.4015        | 661.0  | 2644 | 1.4610          |
| 0.4015        | 662.0  | 2648 | 1.4716          |
| 0.4015        | 663.0  | 2652 | 1.4873          |
| 0.4015        | 664.0  | 2656 | 1.4878          |
| 0.4015        | 665.0  | 2660 | 1.4846          |
| 0.4015        | 666.0  | 2664 | 1.4751          |
| 0.4015        | 667.0  | 2668 | 1.4794          |
| 0.4015        | 668.0  | 2672 | 1.4909          |
| 0.4015        | 669.0  | 2676 | 1.4962          |
| 0.4015        | 670.0  | 2680 | 1.4947          |
| 0.4015        | 671.0  | 2684 | 1.4937          |
| 0.4015        | 672.0  | 2688 | 1.4947          |
| 0.4015        | 673.0  | 2692 | 1.5155          |
| 0.4015        | 674.0  | 2696 | 1.5275          |
| 0.4015        | 675.0  | 2700 | 1.5334          |
| 0.4015        | 676.0  | 2704 | 1.5314          |
| 0.4015        | 677.0  | 2708 | 1.5217          |
| 0.4015        | 678.0  | 2712 | 1.5107          |
| 0.4015        | 679.0  | 2716 | 1.4861          |
| 0.4015        | 680.0  | 2720 | 1.4675          |
| 0.4015        | 681.0  | 2724 | 1.4513          |
| 0.4015        | 682.0  | 2728 | 1.4430          |
| 0.4015        | 683.0  | 2732 | 1.4404          |
| 0.4015        | 684.0  | 2736 | 1.4411          |
| 0.4015        | 685.0  | 2740 | 1.4473          |
| 0.4015        | 686.0  | 2744 | 1.4560          |
| 0.4015        | 687.0  | 2748 | 1.4980          |
| 0.4015        | 688.0  | 2752 | 1.5234          |
| 0.4015        | 689.0  | 2756 | 1.4941          |
| 0.4015        | 690.0  | 2760 | 1.4641          |
| 0.4015        | 691.0  | 2764 | 1.4380          |
| 0.4015        | 692.0  | 2768 | 1.4186          |
| 0.4015        | 693.0  | 2772 | 1.4153          |
| 0.4015        | 694.0  | 2776 | 1.4187          |
| 0.4015        | 695.0  | 2780 | 1.4162          |
| 0.4015        | 696.0  | 2784 | 1.4143          |
| 0.4015        | 697.0  | 2788 | 1.4212          |
| 0.4015        | 698.0  | 2792 | 1.4432          |
| 0.4015        | 699.0  | 2796 | 1.4601          |
| 0.4015        | 700.0  | 2800 | 1.4692          |
| 0.4015        | 701.0  | 2804 | 1.4744          |
| 0.4015        | 702.0  | 2808 | 1.4713          |
| 0.4015        | 703.0  | 2812 | 1.4607          |
| 0.4015        | 704.0  | 2816 | 1.4542          |
| 0.4015        | 705.0  | 2820 | 1.4502          |
| 0.4015        | 706.0  | 2824 | 1.4510          |
| 0.4015        | 707.0  | 2828 | 1.4470          |
| 0.4015        | 708.0  | 2832 | 1.4681          |
| 0.4015        | 709.0  | 2836 | 1.4942          |
| 0.4015        | 710.0  | 2840 | 1.5013          |
| 0.4015        | 711.0  | 2844 | 1.4965          |
| 0.4015        | 712.0  | 2848 | 1.4914          |
| 0.4015        | 713.0  | 2852 | 1.4880          |
| 0.4015        | 714.0  | 2856 | 1.4832          |
| 0.4015        | 715.0  | 2860 | 1.4706          |
| 0.4015        | 716.0  | 2864 | 1.4516          |
| 0.4015        | 717.0  | 2868 | 1.4337          |
| 0.4015        | 718.0  | 2872 | 1.4228          |
| 0.4015        | 719.0  | 2876 | 1.4346          |
| 0.4015        | 720.0  | 2880 | 1.4548          |
| 0.4015        | 721.0  | 2884 | 1.4671          |
| 0.4015        | 722.0  | 2888 | 1.4739          |
| 0.4015        | 723.0  | 2892 | 1.4782          |
| 0.4015        | 724.0  | 2896 | 1.4797          |
| 0.4015        | 725.0  | 2900 | 1.4808          |
| 0.4015        | 726.0  | 2904 | 1.4876          |
| 0.4015        | 727.0  | 2908 | 1.4954          |
| 0.4015        | 728.0  | 2912 | 1.4947          |
| 0.4015        | 729.0  | 2916 | 1.5069          |
| 0.4015        | 730.0  | 2920 | 1.5065          |
| 0.4015        | 731.0  | 2924 | 1.5027          |
| 0.4015        | 732.0  | 2928 | 1.4995          |
| 0.4015        | 733.0  | 2932 | 1.4904          |
| 0.4015        | 734.0  | 2936 | 1.4799          |
| 0.4015        | 735.0  | 2940 | 1.4717          |
| 0.4015        | 736.0  | 2944 | 1.4581          |
| 0.4015        | 737.0  | 2948 | 1.4548          |
| 0.4015        | 738.0  | 2952 | 1.4662          |
| 0.4015        | 739.0  | 2956 | 1.4771          |
| 0.4015        | 740.0  | 2960 | 1.4662          |
| 0.4015        | 741.0  | 2964 | 1.4586          |
| 0.4015        | 742.0  | 2968 | 1.4509          |
| 0.4015        | 743.0  | 2972 | 1.4447          |
| 0.4015        | 744.0  | 2976 | 1.4529          |
| 0.4015        | 745.0  | 2980 | 1.4662          |
| 0.4015        | 746.0  | 2984 | 1.4690          |
| 0.4015        | 747.0  | 2988 | 1.4660          |
| 0.4015        | 748.0  | 2992 | 1.4582          |
| 0.4015        | 749.0  | 2996 | 1.4479          |
| 0.4001        | 750.0  | 3000 | 1.4423          |
| 0.4001        | 751.0  | 3004 | 1.4392          |
| 0.4001        | 752.0  | 3008 | 1.4525          |
| 0.4001        | 753.0  | 3012 | 1.5241          |
| 0.4001        | 754.0  | 3016 | 1.5544          |
| 0.4001        | 755.0  | 3020 | 1.5489          |
| 0.4001        | 756.0  | 3024 | 1.5279          |
| 0.4001        | 757.0  | 3028 | 1.5274          |
| 0.4001        | 758.0  | 3032 | 1.5301          |
| 0.4001        | 759.0  | 3036 | 1.5359          |
| 0.4001        | 760.0  | 3040 | 1.5737          |
| 0.4001        | 761.0  | 3044 | 1.5974          |
| 0.4001        | 762.0  | 3048 | 1.5996          |
| 0.4001        | 763.0  | 3052 | 1.6004          |
| 0.4001        | 764.0  | 3056 | 1.6019          |
| 0.4001        | 765.0  | 3060 | 1.5847          |
| 0.4001        | 766.0  | 3064 | 1.5686          |
| 0.4001        | 767.0  | 3068 | 1.5514          |
| 0.4001        | 768.0  | 3072 | 1.5324          |
| 0.4001        | 769.0  | 3076 | 1.5123          |
| 0.4001        | 770.0  | 3080 | 1.4964          |
| 0.4001        | 771.0  | 3084 | 1.4862          |
| 0.4001        | 772.0  | 3088 | 1.4782          |
| 0.4001        | 773.0  | 3092 | 1.4780          |
| 0.4001        | 774.0  | 3096 | 1.4762          |
| 0.4001        | 775.0  | 3100 | 1.4691          |
| 0.4001        | 776.0  | 3104 | 1.4632          |
| 0.4001        | 777.0  | 3108 | 1.4611          |
| 0.4001        | 778.0  | 3112 | 1.4725          |
| 0.4001        | 779.0  | 3116 | 1.4805          |
| 0.4001        | 780.0  | 3120 | 1.4796          |
| 0.4001        | 781.0  | 3124 | 1.4769          |
| 0.4001        | 782.0  | 3128 | 1.4737          |
| 0.4001        | 783.0  | 3132 | 1.4679          |
| 0.4001        | 784.0  | 3136 | 1.4578          |
| 0.4001        | 785.0  | 3140 | 1.4514          |
| 0.4001        | 786.0  | 3144 | 1.4493          |
| 0.4001        | 787.0  | 3148 | 1.4479          |
| 0.4001        | 788.0  | 3152 | 1.4517          |
| 0.4001        | 789.0  | 3156 | 1.4652          |
| 0.4001        | 790.0  | 3160 | 1.4743          |
| 0.4001        | 791.0  | 3164 | 1.4811          |
| 0.4001        | 792.0  | 3168 | 1.4871          |
| 0.4001        | 793.0  | 3172 | 1.4907          |
| 0.4001        | 794.0  | 3176 | 1.4923          |
| 0.4001        | 795.0  | 3180 | 1.4931          |
| 0.4001        | 796.0  | 3184 | 1.4951          |
| 0.4001        | 797.0  | 3188 | 1.4946          |
| 0.4001        | 798.0  | 3192 | 1.5247          |
| 0.4001        | 799.0  | 3196 | 1.5451          |
| 0.4001        | 800.0  | 3200 | 1.5432          |
| 0.4001        | 801.0  | 3204 | 1.5257          |
| 0.4001        | 802.0  | 3208 | 1.5064          |
| 0.4001        | 803.0  | 3212 | 1.4682          |
| 0.4001        | 804.0  | 3216 | 1.4288          |
| 0.4001        | 805.0  | 3220 | 1.4012          |
| 0.4001        | 806.0  | 3224 | 1.3906          |
| 0.4001        | 807.0  | 3228 | 1.3962          |
| 0.4001        | 808.0  | 3232 | 1.4104          |
| 0.4001        | 809.0  | 3236 | 1.4105          |
| 0.4001        | 810.0  | 3240 | 1.4086          |
| 0.4001        | 811.0  | 3244 | 1.4171          |
| 0.4001        | 812.0  | 3248 | 1.4244          |
| 0.4001        | 813.0  | 3252 | 1.4366          |
| 0.4001        | 814.0  | 3256 | 1.4451          |
| 0.4001        | 815.0  | 3260 | 1.4541          |
| 0.4001        | 816.0  | 3264 | 1.4575          |
| 0.4001        | 817.0  | 3268 | 1.4570          |
| 0.4001        | 818.0  | 3272 | 1.4586          |
| 0.4001        | 819.0  | 3276 | 1.4581          |
| 0.4001        | 820.0  | 3280 | 1.4575          |
| 0.4001        | 821.0  | 3284 | 1.4642          |
| 0.4001        | 822.0  | 3288 | 1.4704          |
| 0.4001        | 823.0  | 3292 | 1.4701          |
| 0.4001        | 824.0  | 3296 | 1.4691          |
| 0.4001        | 825.0  | 3300 | 1.4685          |
| 0.4001        | 826.0  | 3304 | 1.4694          |
| 0.4001        | 827.0  | 3308 | 1.4711          |
| 0.4001        | 828.0  | 3312 | 1.4721          |
| 0.4001        | 829.0  | 3316 | 1.4674          |
| 0.4001        | 830.0  | 3320 | 1.4622          |
| 0.4001        | 831.0  | 3324 | 1.4573          |
| 0.4001        | 832.0  | 3328 | 1.4482          |
| 0.4001        | 833.0  | 3332 | 1.4359          |
| 0.4001        | 834.0  | 3336 | 1.4232          |
| 0.4001        | 835.0  | 3340 | 1.4170          |
| 0.4001        | 836.0  | 3344 | 1.4198          |
| 0.4001        | 837.0  | 3348 | 1.4202          |
| 0.4001        | 838.0  | 3352 | 1.4206          |
| 0.4001        | 839.0  | 3356 | 1.4196          |
| 0.4001        | 840.0  | 3360 | 1.4172          |
| 0.4001        | 841.0  | 3364 | 1.4142          |
| 0.4001        | 842.0  | 3368 | 1.4109          |
| 0.4001        | 843.0  | 3372 | 1.4082          |
| 0.4001        | 844.0  | 3376 | 1.4037          |
| 0.4001        | 845.0  | 3380 | 1.4000          |
| 0.4001        | 846.0  | 3384 | 1.3975          |
| 0.4001        | 847.0  | 3388 | 1.3969          |
| 0.4001        | 848.0  | 3392 | 1.3926          |
| 0.4001        | 849.0  | 3396 | 1.3887          |
| 0.4001        | 850.0  | 3400 | 1.3847          |
| 0.4001        | 851.0  | 3404 | 1.4020          |
| 0.4001        | 852.0  | 3408 | 1.4151          |
| 0.4001        | 853.0  | 3412 | 1.4249          |
| 0.4001        | 854.0  | 3416 | 1.4314          |
| 0.4001        | 855.0  | 3420 | 1.4412          |
| 0.4001        | 856.0  | 3424 | 1.4491          |
| 0.4001        | 857.0  | 3428 | 1.4530          |
| 0.4001        | 858.0  | 3432 | 1.4535          |
| 0.4001        | 859.0  | 3436 | 1.4521          |
| 0.4001        | 860.0  | 3440 | 1.4490          |
| 0.4001        | 861.0  | 3444 | 1.4458          |
| 0.4001        | 862.0  | 3448 | 1.4413          |
| 0.4001        | 863.0  | 3452 | 1.4338          |
| 0.4001        | 864.0  | 3456 | 1.4350          |
| 0.4001        | 865.0  | 3460 | 1.4348          |
| 0.4001        | 866.0  | 3464 | 1.4384          |
| 0.4001        | 867.0  | 3468 | 1.4412          |
| 0.4001        | 868.0  | 3472 | 1.4432          |
| 0.4001        | 869.0  | 3476 | 1.4470          |
| 0.4001        | 870.0  | 3480 | 1.4485          |
| 0.4001        | 871.0  | 3484 | 1.4459          |
| 0.4001        | 872.0  | 3488 | 1.4425          |
| 0.4001        | 873.0  | 3492 | 1.4419          |
| 0.4001        | 874.0  | 3496 | 1.4416          |
| 0.4008        | 875.0  | 3500 | 1.4396          |
| 0.4008        | 876.0  | 3504 | 1.4383          |
| 0.4008        | 877.0  | 3508 | 1.4387          |
| 0.4008        | 878.0  | 3512 | 1.4361          |
| 0.4008        | 879.0  | 3516 | 1.4319          |
| 0.4008        | 880.0  | 3520 | 1.4762          |
| 0.4008        | 881.0  | 3524 | 1.5073          |
| 0.4008        | 882.0  | 3528 | 1.5217          |
| 0.4008        | 883.0  | 3532 | 1.5300          |
| 0.4008        | 884.0  | 3536 | 1.5353          |
| 0.4008        | 885.0  | 3540 | 1.5350          |
| 0.4008        | 886.0  | 3544 | 1.5311          |
| 0.4008        | 887.0  | 3548 | 1.5258          |
| 0.4008        | 888.0  | 3552 | 1.5221          |
| 0.4008        | 889.0  | 3556 | 1.5203          |
| 0.4008        | 890.0  | 3560 | 1.5197          |
| 0.4008        | 891.0  | 3564 | 1.5183          |
| 0.4008        | 892.0  | 3568 | 1.5177          |
| 0.4008        | 893.0  | 3572 | 1.5159          |
| 0.4008        | 894.0  | 3576 | 1.5123          |
| 0.4008        | 895.0  | 3580 | 1.5079          |
| 0.4008        | 896.0  | 3584 | 1.5260          |
| 0.4008        | 897.0  | 3588 | 1.5390          |
| 0.4008        | 898.0  | 3592 | 1.5489          |
| 0.4008        | 899.0  | 3596 | 1.5523          |
| 0.4008        | 900.0  | 3600 | 1.5526          |
| 0.4008        | 901.0  | 3604 | 1.5522          |
| 0.4008        | 902.0  | 3608 | 1.5511          |
| 0.4008        | 903.0  | 3612 | 1.5479          |
| 0.4008        | 904.0  | 3616 | 1.5427          |
| 0.4008        | 905.0  | 3620 | 1.5378          |
| 0.4008        | 906.0  | 3624 | 1.5306          |
| 0.4008        | 907.0  | 3628 | 1.5252          |
| 0.4008        | 908.0  | 3632 | 1.5225          |
| 0.4008        | 909.0  | 3636 | 1.5154          |
| 0.4008        | 910.0  | 3640 | 1.5022          |
| 0.4008        | 911.0  | 3644 | 1.4939          |
| 0.4008        | 912.0  | 3648 | 1.4860          |
| 0.4008        | 913.0  | 3652 | 1.4916          |
| 0.4008        | 914.0  | 3656 | 1.5086          |
| 0.4008        | 915.0  | 3660 | 1.5295          |
| 0.4008        | 916.0  | 3664 | 1.5443          |
| 0.4008        | 917.0  | 3668 | 1.5529          |
| 0.4008        | 918.0  | 3672 | 1.5568          |
| 0.4008        | 919.0  | 3676 | 1.5596          |
| 0.4008        | 920.0  | 3680 | 1.5665          |
| 0.4008        | 921.0  | 3684 | 1.5707          |
| 0.4008        | 922.0  | 3688 | 1.5719          |
| 0.4008        | 923.0  | 3692 | 1.5714          |
| 0.4008        | 924.0  | 3696 | 1.5701          |
| 0.4008        | 925.0  | 3700 | 1.5691          |
| 0.4008        | 926.0  | 3704 | 1.5677          |
| 0.4008        | 927.0  | 3708 | 1.5668          |
| 0.4008        | 928.0  | 3712 | 1.5655          |
| 0.4008        | 929.0  | 3716 | 1.5664          |
| 0.4008        | 930.0  | 3720 | 1.5673          |
| 0.4008        | 931.0  | 3724 | 1.5684          |
| 0.4008        | 932.0  | 3728 | 1.5683          |
| 0.4008        | 933.0  | 3732 | 1.5666          |
| 0.4008        | 934.0  | 3736 | 1.5654          |
| 0.4008        | 935.0  | 3740 | 1.5645          |
| 0.4008        | 936.0  | 3744 | 1.5642          |
| 0.4008        | 937.0  | 3748 | 1.5630          |
| 0.4008        | 938.0  | 3752 | 1.5632          |
| 0.4008        | 939.0  | 3756 | 1.5597          |
| 0.4008        | 940.0  | 3760 | 1.5533          |
| 0.4008        | 941.0  | 3764 | 1.5481          |
| 0.4008        | 942.0  | 3768 | 1.5442          |
| 0.4008        | 943.0  | 3772 | 1.5421          |
| 0.4008        | 944.0  | 3776 | 1.5434          |
| 0.4008        | 945.0  | 3780 | 1.5432          |
| 0.4008        | 946.0  | 3784 | 1.5444          |
| 0.4008        | 947.0  | 3788 | 1.5443          |
| 0.4008        | 948.0  | 3792 | 1.5428          |
| 0.4008        | 949.0  | 3796 | 1.5417          |
| 0.4008        | 950.0  | 3800 | 1.5401          |
| 0.4008        | 951.0  | 3804 | 1.5420          |
| 0.4008        | 952.0  | 3808 | 1.5430          |
| 0.4008        | 953.0  | 3812 | 1.5433          |
| 0.4008        | 954.0  | 3816 | 1.5433          |
| 0.4008        | 955.0  | 3820 | 1.5433          |
| 0.4008        | 956.0  | 3824 | 1.5440          |
| 0.4008        | 957.0  | 3828 | 1.5432          |
| 0.4008        | 958.0  | 3832 | 1.5411          |
| 0.4008        | 959.0  | 3836 | 1.5377          |
| 0.4008        | 960.0  | 3840 | 1.5324          |
| 0.4008        | 961.0  | 3844 | 1.5274          |
| 0.4008        | 962.0  | 3848 | 1.5238          |
| 0.4008        | 963.0  | 3852 | 1.5214          |
| 0.4008        | 964.0  | 3856 | 1.5190          |
| 0.4008        | 965.0  | 3860 | 1.5161          |
| 0.4008        | 966.0  | 3864 | 1.5143          |
| 0.4008        | 967.0  | 3868 | 1.5137          |
| 0.4008        | 968.0  | 3872 | 1.5126          |
| 0.4008        | 969.0  | 3876 | 1.5112          |
| 0.4008        | 970.0  | 3880 | 1.5092          |
| 0.4008        | 971.0  | 3884 | 1.5077          |
| 0.4008        | 972.0  | 3888 | 1.5072          |
| 0.4008        | 973.0  | 3892 | 1.5065          |
| 0.4008        | 974.0  | 3896 | 1.5063          |
| 0.4008        | 975.0  | 3900 | 1.5062          |
| 0.4008        | 976.0  | 3904 | 1.5061          |
| 0.4008        | 977.0  | 3908 | 1.5068          |
| 0.4008        | 978.0  | 3912 | 1.5077          |
| 0.4008        | 979.0  | 3916 | 1.5080          |
| 0.4008        | 980.0  | 3920 | 1.5080          |
| 0.4008        | 981.0  | 3924 | 1.5081          |
| 0.4008        | 982.0  | 3928 | 1.5080          |
| 0.4008        | 983.0  | 3932 | 1.5086          |
| 0.4008        | 984.0  | 3936 | 1.5093          |
| 0.4008        | 985.0  | 3940 | 1.5096          |
| 0.4008        | 986.0  | 3944 | 1.5095          |
| 0.4008        | 987.0  | 3948 | 1.5096          |
| 0.4008        | 988.0  | 3952 | 1.5097          |
| 0.4008        | 989.0  | 3956 | 1.5099          |
| 0.4008        | 990.0  | 3960 | 1.5095          |
| 0.4008        | 991.0  | 3964 | 1.5092          |
| 0.4008        | 992.0  | 3968 | 1.5090          |
| 0.4008        | 993.0  | 3972 | 1.5090          |
| 0.4008        | 994.0  | 3976 | 1.5090          |
| 0.4008        | 995.0  | 3980 | 1.5090          |
| 0.4008        | 996.0  | 3984 | 1.5092          |
| 0.4008        | 997.0  | 3988 | 1.5093          |
| 0.4008        | 998.0  | 3992 | 1.5094          |
| 0.4008        | 999.0  | 3996 | 1.5095          |
| 0.4015        | 1000.0 | 4000 | 1.5096          |


### Framework versions

- Transformers 4.36.2
- Pytorch 2.1.2+cu121
- Datasets 2.14.7
- Tokenizers 0.15.0
