
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->

# bert_uncased_L-2_H-128_A-2-nan-labels-new-longer

This model is a fine-tuned version of [google/bert_uncased_L-2_H-128_A-2](https://huggingface.co/google/bert_uncased_L-2_H-128_A-2) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 8.4563

## 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: 5e-05
- train_batch_size: 32
- eval_batch_size: 8
- 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 |
|:-------------:|:------:|:-----:|:---------------:|
| 6.445         | 1.0    | 14    | 6.4988          |
| 5.9033        | 2.0    | 28    | 6.4333          |
| 5.6732        | 3.0    | 42    | 6.4295          |
| 5.6525        | 4.0    | 56    | 6.3895          |
| 5.4781        | 5.0    | 70    | 6.3660          |
| 5.31          | 6.0    | 84    | 6.4213          |
| 5.1629        | 7.0    | 98    | 6.3842          |
| 5.1541        | 8.0    | 112   | 6.4043          |
| 5.0659        | 9.0    | 126   | 6.4686          |
| 4.8597        | 10.0   | 140   | 6.4760          |
| 4.983         | 11.0   | 154   | 6.4753          |
| 4.9563        | 12.0   | 168   | 6.4612          |
| 4.8113        | 13.0   | 182   | 6.5363          |
| 4.86          | 14.0   | 196   | 6.5400          |
| 4.8254        | 15.0   | 210   | 6.5595          |
| 4.8032        | 16.0   | 224   | 6.5575          |
| 4.7343        | 17.0   | 238   | 6.5832          |
| 4.835         | 18.0   | 252   | 6.5729          |
| 4.6986        | 19.0   | 266   | 6.5705          |
| 4.6607        | 20.0   | 280   | 6.6127          |
| 4.6594        | 21.0   | 294   | 6.6145          |
| 4.6936        | 22.0   | 308   | 6.6280          |
| 4.6328        | 23.0   | 322   | 6.6249          |
| 4.6668        | 24.0   | 336   | 6.6779          |
| 4.5523        | 25.0   | 350   | 6.6236          |
| 4.3964        | 26.0   | 364   | 6.6895          |
| 4.4736        | 27.0   | 378   | 6.6899          |
| 4.5163        | 28.0   | 392   | 6.6832          |
| 4.5136        | 29.0   | 406   | 6.7013          |
| 4.542         | 30.0   | 420   | 6.6983          |
| 4.4362        | 31.0   | 434   | 6.7516          |
| 4.4466        | 32.0   | 448   | 6.7302          |
| 4.4834        | 33.0   | 462   | 6.7404          |
| 4.4824        | 34.0   | 476   | 6.7525          |
| 4.4302        | 35.0   | 490   | 6.7623          |
| 4.5098        | 36.0   | 504   | 6.7622          |
| 4.396         | 37.0   | 518   | 6.8025          |
| 4.3747        | 38.0   | 532   | 6.7847          |
| 4.2892        | 39.0   | 546   | 6.8394          |
| 4.3897        | 40.0   | 560   | 6.8372          |
| 4.2554        | 41.0   | 574   | 6.7644          |
| 4.3336        | 42.0   | 588   | 6.7843          |
| 4.2943        | 43.0   | 602   | 6.7806          |
| 4.3001        | 44.0   | 616   | 6.7864          |
| 4.1161        | 45.0   | 630   | 6.8487          |
| 4.1357        | 46.0   | 644   | 6.8556          |
| 4.2713        | 47.0   | 658   | 6.7995          |
| 4.2779        | 48.0   | 672   | 6.8441          |
| 4.2564        | 49.0   | 686   | 6.8388          |
| 4.192         | 50.0   | 700   | 6.7896          |
| 4.1692        | 51.0   | 714   | 6.8261          |
| 4.2694        | 52.0   | 728   | 6.8535          |
| 4.2109        | 53.0   | 742   | 6.8533          |
| 4.1504        | 54.0   | 756   | 6.8946          |
| 4.1131        | 55.0   | 770   | 6.8696          |
| 4.1799        | 56.0   | 784   | 6.8739          |
| 4.1055        | 57.0   | 798   | 6.8651          |
| 4.0118        | 58.0   | 812   | 6.8689          |
| 4.176         | 59.0   | 826   | 6.8895          |
| 4.1773        | 60.0   | 840   | 6.8385          |
| 3.9761        | 61.0   | 854   | 6.8580          |
| 4.1002        | 62.0   | 868   | 6.8556          |
| 3.9164        | 63.0   | 882   | 6.9133          |
| 4.0154        | 64.0   | 896   | 6.8968          |
| 4.008         | 65.0   | 910   | 6.8973          |
| 4.0876        | 66.0   | 924   | 6.8768          |
| 3.9527        | 67.0   | 938   | 6.9413          |
| 3.9351        | 68.0   | 952   | 6.9106          |
| 4.0333        | 69.0   | 966   | 6.9012          |
| 3.896         | 70.0   | 980   | 6.9127          |
| 4.0042        | 71.0   | 994   | 6.9211          |
| 3.9151        | 72.0   | 1008  | 6.9585          |
| 3.9852        | 73.0   | 1022  | 6.9027          |
| 3.9913        | 74.0   | 1036  | 6.9333          |
| 3.8787        | 75.0   | 1050  | 6.9345          |
| 3.9729        | 76.0   | 1064  | 6.9165          |
| 3.9449        | 77.0   | 1078  | 6.9660          |
| 3.9416        | 78.0   | 1092  | 6.9462          |
| 3.9497        | 79.0   | 1106  | 6.9617          |
| 3.8797        | 80.0   | 1120  | 6.9356          |
| 3.8509        | 81.0   | 1134  | 6.9562          |
| 3.9021        | 82.0   | 1148  | 6.9400          |
| 3.8218        | 83.0   | 1162  | 7.0029          |
| 3.9301        | 84.0   | 1176  | 7.0166          |
| 3.7591        | 85.0   | 1190  | 6.9891          |
| 3.8889        | 86.0   | 1204  | 6.9830          |
| 3.8063        | 87.0   | 1218  | 6.9812          |
| 3.8556        | 88.0   | 1232  | 7.0051          |
| 3.7773        | 89.0   | 1246  | 6.9959          |
| 3.745         | 90.0   | 1260  | 7.0423          |
| 3.8139        | 91.0   | 1274  | 7.0781          |
| 3.7354        | 92.0   | 1288  | 7.0206          |
| 3.7696        | 93.0   | 1302  | 6.9731          |
| 3.73          | 94.0   | 1316  | 7.0572          |
| 3.7019        | 95.0   | 1330  | 7.0119          |
| 3.6302        | 96.0   | 1344  | 7.0238          |
| 3.675         | 97.0   | 1358  | 7.0348          |
| 3.746         | 98.0   | 1372  | 7.0385          |
| 3.7106        | 99.0   | 1386  | 7.0477          |
| 3.6545        | 100.0  | 1400  | 7.0762          |
| 3.7246        | 101.0  | 1414  | 7.0063          |
| 3.6707        | 102.0  | 1428  | 7.0343          |
| 3.7569        | 103.0  | 1442  | 7.0196          |
| 3.6785        | 104.0  | 1456  | 7.0255          |
| 3.7535        | 105.0  | 1470  | 7.0461          |
| 3.7011        | 106.0  | 1484  | 7.0381          |
| 3.6112        | 107.0  | 1498  | 7.0440          |
| 3.5981        | 108.0  | 1512  | 7.0831          |
| 3.6751        | 109.0  | 1526  | 7.0568          |
| 3.674         | 110.0  | 1540  | 7.0905          |
| 3.5554        | 111.0  | 1554  | 7.0955          |
| 3.5834        | 112.0  | 1568  | 7.0668          |
| 3.581         | 113.0  | 1582  | 7.0943          |
| 3.5548        | 114.0  | 1596  | 7.0490          |
| 3.6446        | 115.0  | 1610  | 7.1190          |
| 3.6142        | 116.0  | 1624  | 7.1366          |
| 3.5748        | 117.0  | 1638  | 7.1047          |
| 3.5447        | 118.0  | 1652  | 7.1332          |
| 3.6093        | 119.0  | 1666  | 7.1137          |
| 3.5694        | 120.0  | 1680  | 7.1010          |
| 3.4729        | 121.0  | 1694  | 7.1186          |
| 3.5373        | 122.0  | 1708  | 7.1258          |
| 3.6168        | 123.0  | 1722  | 7.1184          |
| 3.5654        | 124.0  | 1736  | 7.0982          |
| 3.4747        | 125.0  | 1750  | 7.0908          |
| 3.5098        | 126.0  | 1764  | 7.1134          |
| 3.6144        | 127.0  | 1778  | 7.1033          |
| 3.4529        | 128.0  | 1792  | 7.1376          |
| 3.4286        | 129.0  | 1806  | 7.1056          |
| 3.5095        | 130.0  | 1820  | 7.1148          |
| 3.4333        | 131.0  | 1834  | 7.1185          |
| 3.4879        | 132.0  | 1848  | 7.1704          |
| 3.4992        | 133.0  | 1862  | 7.1361          |
| 3.4738        | 134.0  | 1876  | 7.1597          |
| 3.4358        | 135.0  | 1890  | 7.1244          |
| 3.4648        | 136.0  | 1904  | 7.1762          |
| 3.3206        | 137.0  | 1918  | 7.1274          |
| 3.3579        | 138.0  | 1932  | 7.1208          |
| 3.3573        | 139.0  | 1946  | 7.1614          |
| 3.3504        | 140.0  | 1960  | 7.1241          |
| 3.4585        | 141.0  | 1974  | 7.1421          |
| 3.3757        | 142.0  | 1988  | 7.2070          |
| 3.3911        | 143.0  | 2002  | 7.1862          |
| 3.2857        | 144.0  | 2016  | 7.1925          |
| 3.3898        | 145.0  | 2030  | 7.2269          |
| 3.3297        | 146.0  | 2044  | 7.2391          |
| 3.3361        | 147.0  | 2058  | 7.1945          |
| 3.2097        | 148.0  | 2072  | 7.2095          |
| 3.4288        | 149.0  | 2086  | 7.1376          |
| 3.4156        | 150.0  | 2100  | 7.1984          |
| 3.187         | 151.0  | 2114  | 7.2243          |
| 3.3137        | 152.0  | 2128  | 7.2164          |
| 3.2102        | 153.0  | 2142  | 7.1742          |
| 3.2992        | 154.0  | 2156  | 7.2086          |
| 3.3271        | 155.0  | 2170  | 7.2281          |
| 3.3251        | 156.0  | 2184  | 7.2360          |
| 3.2512        | 157.0  | 2198  | 7.2302          |
| 3.2914        | 158.0  | 2212  | 7.2106          |
| 3.1992        | 159.0  | 2226  | 7.2322          |
| 3.3029        | 160.0  | 2240  | 7.2548          |
| 3.2309        | 161.0  | 2254  | 7.2132          |
| 3.1554        | 162.0  | 2268  | 7.2323          |
| 3.2555        | 163.0  | 2282  | 7.2133          |
| 3.3232        | 164.0  | 2296  | 7.2382          |
| 3.1486        | 165.0  | 2310  | 7.2681          |
| 3.2693        | 166.0  | 2324  | 7.2976          |
| 3.2643        | 167.0  | 2338  | 7.2274          |
| 3.2331        | 168.0  | 2352  | 7.3139          |
| 3.1568        | 169.0  | 2366  | 7.2261          |
| 3.1509        | 170.0  | 2380  | 7.3050          |
| 3.0284        | 171.0  | 2394  | 7.2823          |
| 3.2062        | 172.0  | 2408  | 7.2707          |
| 3.1281        | 173.0  | 2422  | 7.2902          |
| 3.1225        | 174.0  | 2436  | 7.2687          |
| 3.1591        | 175.0  | 2450  | 7.2865          |
| 3.1179        | 176.0  | 2464  | 7.2920          |
| 3.1785        | 177.0  | 2478  | 7.2559          |
| 3.2278        | 178.0  | 2492  | 7.2736          |
| 3.132         | 179.0  | 2506  | 7.3053          |
| 3.0466        | 180.0  | 2520  | 7.2746          |
| 3.1254        | 181.0  | 2534  | 7.2709          |
| 3.1826        | 182.0  | 2548  | 7.3136          |
| 3.1385        | 183.0  | 2562  | 7.3178          |
| 3.1387        | 184.0  | 2576  | 7.2538          |
| 3.0793        | 185.0  | 2590  | 7.2920          |
| 3.112         | 186.0  | 2604  | 7.3260          |
| 3.1013        | 187.0  | 2618  | 7.2720          |
| 3.1897        | 188.0  | 2632  | 7.2739          |
| 3.0557        | 189.0  | 2646  | 7.3047          |
| 3.1642        | 190.0  | 2660  | 7.3403          |
| 2.9943        | 191.0  | 2674  | 7.3406          |
| 3.0325        | 192.0  | 2688  | 7.2799          |
| 3.076         | 193.0  | 2702  | 7.2900          |
| 3.003         | 194.0  | 2716  | 7.3443          |
| 3.0765        | 195.0  | 2730  | 7.3862          |
| 2.9823        | 196.0  | 2744  | 7.3070          |
| 3.0833        | 197.0  | 2758  | 7.2606          |
| 3.0209        | 198.0  | 2772  | 7.3284          |
| 2.9679        | 199.0  | 2786  | 7.3877          |
| 3.0575        | 200.0  | 2800  | 7.3454          |
| 2.9928        | 201.0  | 2814  | 7.3847          |
| 3.092         | 202.0  | 2828  | 7.3738          |
| 2.976         | 203.0  | 2842  | 7.3941          |
| 3.0173        | 204.0  | 2856  | 7.3801          |
| 2.9659        | 205.0  | 2870  | 7.3725          |
| 3.0016        | 206.0  | 2884  | 7.3803          |
| 2.9815        | 207.0  | 2898  | 7.3499          |
| 3.0251        | 208.0  | 2912  | 7.3261          |
| 2.927         | 209.0  | 2926  | 7.3570          |
| 3.0193        | 210.0  | 2940  | 7.3972          |
| 3.0152        | 211.0  | 2954  | 7.3770          |
| 2.9104        | 212.0  | 2968  | 7.3326          |
| 2.9868        | 213.0  | 2982  | 7.3898          |
| 3.0097        | 214.0  | 2996  | 7.3658          |
| 3.0093        | 215.0  | 3010  | 7.3975          |
| 2.8546        | 216.0  | 3024  | 7.3948          |
| 2.8972        | 217.0  | 3038  | 7.3734          |
| 2.9641        | 218.0  | 3052  | 7.4320          |
| 2.9083        | 219.0  | 3066  | 7.3582          |
| 2.9185        | 220.0  | 3080  | 7.4126          |
| 3.0003        | 221.0  | 3094  | 7.3918          |
| 2.8599        | 222.0  | 3108  | 7.4171          |
| 2.8931        | 223.0  | 3122  | 7.4251          |
| 2.9109        | 224.0  | 3136  | 7.4426          |
| 2.9417        | 225.0  | 3150  | 7.4428          |
| 2.8274        | 226.0  | 3164  | 7.4145          |
| 2.921         | 227.0  | 3178  | 7.3492          |
| 2.7542        | 228.0  | 3192  | 7.4100          |
| 2.8775        | 229.0  | 3206  | 7.4288          |
| 2.7467        | 230.0  | 3220  | 7.4359          |
| 2.8301        | 231.0  | 3234  | 7.4715          |
| 2.7856        | 232.0  | 3248  | 7.4036          |
| 2.835         | 233.0  | 3262  | 7.4038          |
| 2.7665        | 234.0  | 3276  | 7.4919          |
| 2.8972        | 235.0  | 3290  | 7.4808          |
| 2.8768        | 236.0  | 3304  | 7.5259          |
| 2.9377        | 237.0  | 3318  | 7.4187          |
| 2.8489        | 238.0  | 3332  | 7.4590          |
| 2.8018        | 239.0  | 3346  | 7.4565          |
| 2.771         | 240.0  | 3360  | 7.4474          |
| 2.7378        | 241.0  | 3374  | 7.5119          |
| 2.822         | 242.0  | 3388  | 7.4734          |
| 2.8274        | 243.0  | 3402  | 7.4984          |
| 2.7732        | 244.0  | 3416  | 7.4829          |
| 2.7264        | 245.0  | 3430  | 7.4391          |
| 2.7764        | 246.0  | 3444  | 7.4456          |
| 2.7972        | 247.0  | 3458  | 7.4858          |
| 2.8231        | 248.0  | 3472  | 7.4760          |
| 2.778         | 249.0  | 3486  | 7.4380          |
| 2.7935        | 250.0  | 3500  | 7.4336          |
| 2.7348        | 251.0  | 3514  | 7.4970          |
| 2.7192        | 252.0  | 3528  | 7.4811          |
| 2.8108        | 253.0  | 3542  | 7.4547          |
| 2.837         | 254.0  | 3556  | 7.4830          |
| 2.6868        | 255.0  | 3570  | 7.5151          |
| 2.7789        | 256.0  | 3584  | 7.5115          |
| 2.7706        | 257.0  | 3598  | 7.5180          |
| 2.7904        | 258.0  | 3612  | 7.5158          |
| 2.7215        | 259.0  | 3626  | 7.5262          |
| 2.6876        | 260.0  | 3640  | 7.5114          |
| 2.7679        | 261.0  | 3654  | 7.5066          |
| 2.7742        | 262.0  | 3668  | 7.5035          |
| 2.6965        | 263.0  | 3682  | 7.4918          |
| 2.668         | 264.0  | 3696  | 7.5305          |
| 2.6808        | 265.0  | 3710  | 7.5238          |
| 2.6491        | 266.0  | 3724  | 7.5347          |
| 2.7307        | 267.0  | 3738  | 7.5175          |
| 2.6518        | 268.0  | 3752  | 7.5635          |
| 2.6685        | 269.0  | 3766  | 7.4899          |
| 2.671         | 270.0  | 3780  | 7.4855          |
| 2.596         | 271.0  | 3794  | 7.5518          |
| 2.6622        | 272.0  | 3808  | 7.5308          |
| 2.6684        | 273.0  | 3822  | 7.5955          |
| 2.6325        | 274.0  | 3836  | 7.5768          |
| 2.6334        | 275.0  | 3850  | 7.5202          |
| 2.6042        | 276.0  | 3864  | 7.6176          |
| 2.7439        | 277.0  | 3878  | 7.5369          |
| 2.6925        | 278.0  | 3892  | 7.5422          |
| 2.7106        | 279.0  | 3906  | 7.5629          |
| 2.6519        | 280.0  | 3920  | 7.5359          |
| 2.6044        | 281.0  | 3934  | 7.5619          |
| 2.6509        | 282.0  | 3948  | 7.5433          |
| 2.6777        | 283.0  | 3962  | 7.5573          |
| 2.6199        | 284.0  | 3976  | 7.5628          |
| 2.6685        | 285.0  | 3990  | 7.5710          |
| 2.6608        | 286.0  | 4004  | 7.6020          |
| 2.6579        | 287.0  | 4018  | 7.5780          |
| 2.5559        | 288.0  | 4032  | 7.5713          |
| 2.5091        | 289.0  | 4046  | 7.5912          |
| 2.6141        | 290.0  | 4060  | 7.6475          |
| 2.6832        | 291.0  | 4074  | 7.5865          |
| 2.5769        | 292.0  | 4088  | 7.6198          |
| 2.6432        | 293.0  | 4102  | 7.6058          |
| 2.5733        | 294.0  | 4116  | 7.5853          |
| 2.5782        | 295.0  | 4130  | 7.6246          |
| 2.6118        | 296.0  | 4144  | 7.5817          |
| 2.6894        | 297.0  | 4158  | 7.5868          |
| 2.5624        | 298.0  | 4172  | 7.5837          |
| 2.5449        | 299.0  | 4186  | 7.6007          |
| 2.5865        | 300.0  | 4200  | 7.6604          |
| 2.5366        | 301.0  | 4214  | 7.5909          |
| 2.4286        | 302.0  | 4228  | 7.6563          |
| 2.6909        | 303.0  | 4242  | 7.6767          |
| 2.4252        | 304.0  | 4256  | 7.6556          |
| 2.612         | 305.0  | 4270  | 7.6846          |
| 2.4793        | 306.0  | 4284  | 7.6279          |
| 2.5227        | 307.0  | 4298  | 7.6808          |
| 2.5756        | 308.0  | 4312  | 7.6703          |
| 2.5321        | 309.0  | 4326  | 7.6217          |
| 2.5568        | 310.0  | 4340  | 7.6381          |
| 2.507         | 311.0  | 4354  | 7.6528          |
| 2.5766        | 312.0  | 4368  | 7.6480          |
| 2.3532        | 313.0  | 4382  | 7.6255          |
| 2.4758        | 314.0  | 4396  | 7.6512          |
| 2.4304        | 315.0  | 4410  | 7.6606          |
| 2.4749        | 316.0  | 4424  | 7.6470          |
| 2.4886        | 317.0  | 4438  | 7.7193          |
| 2.511         | 318.0  | 4452  | 7.6670          |
| 2.4664        | 319.0  | 4466  | 7.6209          |
| 2.4981        | 320.0  | 4480  | 7.6819          |
| 2.4406        | 321.0  | 4494  | 7.6661          |
| 2.5787        | 322.0  | 4508  | 7.6903          |
| 2.4885        | 323.0  | 4522  | 7.6595          |
| 2.5796        | 324.0  | 4536  | 7.6882          |
| 2.4909        | 325.0  | 4550  | 7.7169          |
| 2.522         | 326.0  | 4564  | 7.6606          |
| 2.4206        | 327.0  | 4578  | 7.6526          |
| 2.4909        | 328.0  | 4592  | 7.6731          |
| 2.4543        | 329.0  | 4606  | 7.6822          |
| 2.4431        | 330.0  | 4620  | 7.6770          |
| 2.3963        | 331.0  | 4634  | 7.6407          |
| 2.4518        | 332.0  | 4648  | 7.6468          |
| 2.5734        | 333.0  | 4662  | 7.7206          |
| 2.4423        | 334.0  | 4676  | 7.6691          |
| 2.4418        | 335.0  | 4690  | 7.6822          |
| 2.4575        | 336.0  | 4704  | 7.6477          |
| 2.4671        | 337.0  | 4718  | 7.6888          |
| 2.3527        | 338.0  | 4732  | 7.7104          |
| 2.473         | 339.0  | 4746  | 7.7247          |
| 2.4786        | 340.0  | 4760  | 7.7340          |
| 2.4222        | 341.0  | 4774  | 7.6998          |
| 2.4812        | 342.0  | 4788  | 7.6996          |
| 2.3484        | 343.0  | 4802  | 7.6807          |
| 2.3231        | 344.0  | 4816  | 7.6972          |
| 2.4844        | 345.0  | 4830  | 7.6984          |
| 2.3757        | 346.0  | 4844  | 7.7091          |
| 2.4139        | 347.0  | 4858  | 7.7240          |
| 2.3665        | 348.0  | 4872  | 7.7681          |
| 2.3942        | 349.0  | 4886  | 7.7129          |
| 2.2922        | 350.0  | 4900  | 7.6804          |
| 2.4234        | 351.0  | 4914  | 7.7445          |
| 2.3589        | 352.0  | 4928  | 7.7599          |
| 2.3987        | 353.0  | 4942  | 7.7381          |
| 2.3545        | 354.0  | 4956  | 7.7433          |
| 2.4019        | 355.0  | 4970  | 7.7560          |
| 2.2925        | 356.0  | 4984  | 7.7393          |
| 2.3678        | 357.0  | 4998  | 7.7211          |
| 2.3588        | 358.0  | 5012  | 7.7414          |
| 2.3996        | 359.0  | 5026  | 7.7436          |
| 2.3665        | 360.0  | 5040  | 7.7966          |
| 2.3374        | 361.0  | 5054  | 7.8225          |
| 2.3667        | 362.0  | 5068  | 7.7955          |
| 2.3754        | 363.0  | 5082  | 7.7731          |
| 2.4179        | 364.0  | 5096  | 7.7899          |
| 2.3777        | 365.0  | 5110  | 7.7831          |
| 2.4064        | 366.0  | 5124  | 7.7861          |
| 2.3371        | 367.0  | 5138  | 7.7578          |
| 2.4169        | 368.0  | 5152  | 7.8429          |
| 2.3491        | 369.0  | 5166  | 7.7645          |
| 2.2275        | 370.0  | 5180  | 7.8063          |
| 2.2605        | 371.0  | 5194  | 7.8280          |
| 2.3506        | 372.0  | 5208  | 7.7356          |
| 2.403         | 373.0  | 5222  | 7.7739          |
| 2.3188        | 374.0  | 5236  | 7.7634          |
| 2.3294        | 375.0  | 5250  | 7.8033          |
| 2.2724        | 376.0  | 5264  | 7.8423          |
| 2.2704        | 377.0  | 5278  | 7.8340          |
| 2.2606        | 378.0  | 5292  | 7.7941          |
| 2.2599        | 379.0  | 5306  | 7.8336          |
| 2.326         | 380.0  | 5320  | 7.8080          |
| 2.2861        | 381.0  | 5334  | 7.8097          |
| 2.2559        | 382.0  | 5348  | 7.8201          |
| 2.2612        | 383.0  | 5362  | 7.8249          |
| 2.3161        | 384.0  | 5376  | 7.8353          |
| 2.2061        | 385.0  | 5390  | 7.8623          |
| 2.4231        | 386.0  | 5404  | 7.8568          |
| 2.2481        | 387.0  | 5418  | 7.8642          |
| 2.2319        | 388.0  | 5432  | 7.8255          |
| 2.2178        | 389.0  | 5446  | 7.8136          |
| 2.3153        | 390.0  | 5460  | 7.8549          |
| 2.2391        | 391.0  | 5474  | 7.8739          |
| 2.2736        | 392.0  | 5488  | 7.9016          |
| 2.3335        | 393.0  | 5502  | 7.8838          |
| 2.2069        | 394.0  | 5516  | 7.9268          |
| 2.303         | 395.0  | 5530  | 7.8096          |
| 2.2585        | 396.0  | 5544  | 7.8667          |
| 2.2261        | 397.0  | 5558  | 7.8651          |
| 2.2792        | 398.0  | 5572  | 7.8213          |
| 2.3172        | 399.0  | 5586  | 7.8702          |
| 2.2787        | 400.0  | 5600  | 7.8745          |
| 2.226         | 401.0  | 5614  | 7.8490          |
| 2.1491        | 402.0  | 5628  | 7.8608          |
| 2.2121        | 403.0  | 5642  | 7.8568          |
| 2.1715        | 404.0  | 5656  | 7.8996          |
| 2.1613        | 405.0  | 5670  | 7.8920          |
| 2.1886        | 406.0  | 5684  | 7.8223          |
| 2.1392        | 407.0  | 5698  | 7.8254          |
| 2.2268        | 408.0  | 5712  | 7.8583          |
| 2.2726        | 409.0  | 5726  | 7.8749          |
| 2.1648        | 410.0  | 5740  | 7.9115          |
| 2.1897        | 411.0  | 5754  | 7.9030          |
| 2.1597        | 412.0  | 5768  | 7.8699          |
| 2.1989        | 413.0  | 5782  | 7.8932          |
| 2.2705        | 414.0  | 5796  | 7.8936          |
| 2.1071        | 415.0  | 5810  | 7.8695          |
| 2.124         | 416.0  | 5824  | 7.8873          |
| 2.1948        | 417.0  | 5838  | 7.8655          |
| 2.2704        | 418.0  | 5852  | 7.9172          |
| 2.2055        | 419.0  | 5866  | 7.9646          |
| 2.276         | 420.0  | 5880  | 7.9224          |
| 2.1541        | 421.0  | 5894  | 7.8567          |
| 2.1881        | 422.0  | 5908  | 7.8945          |
| 2.1455        | 423.0  | 5922  | 7.8674          |
| 2.3452        | 424.0  | 5936  | 7.9724          |
| 2.1371        | 425.0  | 5950  | 7.9671          |
| 2.1901        | 426.0  | 5964  | 7.9274          |
| 2.1643        | 427.0  | 5978  | 7.9121          |
| 2.2229        | 428.0  | 5992  | 7.8934          |
| 2.1254        | 429.0  | 6006  | 7.9270          |
| 2.1554        | 430.0  | 6020  | 7.9205          |
| 2.0761        | 431.0  | 6034  | 7.9256          |
| 2.1551        | 432.0  | 6048  | 7.9133          |
| 2.2451        | 433.0  | 6062  | 7.9323          |
| 2.1491        | 434.0  | 6076  | 7.9551          |
| 2.1766        | 435.0  | 6090  | 7.9279          |
| 2.1239        | 436.0  | 6104  | 7.8983          |
| 2.1505        | 437.0  | 6118  | 7.9169          |
| 2.153         | 438.0  | 6132  | 7.9516          |
| 2.0899        | 439.0  | 6146  | 7.9140          |
| 2.1215        | 440.0  | 6160  | 7.9224          |
| 2.0644        | 441.0  | 6174  | 7.9485          |
| 2.1333        | 442.0  | 6188  | 7.9633          |
| 2.0807        | 443.0  | 6202  | 7.9847          |
| 2.1222        | 444.0  | 6216  | 7.9519          |
| 2.0775        | 445.0  | 6230  | 7.9995          |
| 2.1712        | 446.0  | 6244  | 7.9453          |
| 2.1816        | 447.0  | 6258  | 7.9563          |
| 2.071         | 448.0  | 6272  | 7.9443          |
| 2.083         | 449.0  | 6286  | 7.9434          |
| 2.166         | 450.0  | 6300  | 7.9449          |
| 2.1607        | 451.0  | 6314  | 7.9534          |
| 2.1057        | 452.0  | 6328  | 7.9520          |
| 2.1258        | 453.0  | 6342  | 7.9578          |
| 2.0822        | 454.0  | 6356  | 7.9709          |
| 2.0092        | 455.0  | 6370  | 8.0117          |
| 2.055         | 456.0  | 6384  | 7.9800          |
| 2.0325        | 457.0  | 6398  | 7.9150          |
| 2.0546        | 458.0  | 6412  | 7.9607          |
| 2.0677        | 459.0  | 6426  | 7.9714          |
| 2.1351        | 460.0  | 6440  | 7.9851          |
| 2.0859        | 461.0  | 6454  | 8.0055          |
| 2.0274        | 462.0  | 6468  | 7.9691          |
| 2.0006        | 463.0  | 6482  | 7.9561          |
| 2.1271        | 464.0  | 6496  | 7.9346          |
| 2.0637        | 465.0  | 6510  | 8.0015          |
| 2.0727        | 466.0  | 6524  | 8.0062          |
| 1.983         | 467.0  | 6538  | 8.0255          |
| 2.0895        | 468.0  | 6552  | 7.9777          |
| 2.1187        | 469.0  | 6566  | 7.9704          |
| 2.0874        | 470.0  | 6580  | 7.9550          |
| 2.0927        | 471.0  | 6594  | 7.9987          |
| 2.1442        | 472.0  | 6608  | 8.0421          |
| 2.0117        | 473.0  | 6622  | 8.0121          |
| 2.0647        | 474.0  | 6636  | 7.9565          |
| 2.0095        | 475.0  | 6650  | 7.9986          |
| 2.0008        | 476.0  | 6664  | 8.0411          |
| 2.0464        | 477.0  | 6678  | 7.9803          |
| 2.1314        | 478.0  | 6692  | 8.0383          |
| 2.0345        | 479.0  | 6706  | 7.9776          |
| 2.0668        | 480.0  | 6720  | 8.0702          |
| 2.0933        | 481.0  | 6734  | 8.0149          |
| 2.0612        | 482.0  | 6748  | 8.0105          |
| 1.9858        | 483.0  | 6762  | 7.9859          |
| 2.0195        | 484.0  | 6776  | 7.9764          |
| 2.0203        | 485.0  | 6790  | 8.0284          |
| 1.9986        | 486.0  | 6804  | 7.9929          |
| 2.0372        | 487.0  | 6818  | 7.9623          |
| 1.9485        | 488.0  | 6832  | 8.0172          |
| 1.9316        | 489.0  | 6846  | 7.9999          |
| 2.0008        | 490.0  | 6860  | 7.9783          |
| 2.0899        | 491.0  | 6874  | 8.0318          |
| 2.0078        | 492.0  | 6888  | 7.9986          |
| 2.0386        | 493.0  | 6902  | 8.0367          |
| 2.006         | 494.0  | 6916  | 8.0206          |
| 1.981         | 495.0  | 6930  | 8.0008          |
| 2.0464        | 496.0  | 6944  | 8.0056          |
| 1.9485        | 497.0  | 6958  | 8.0243          |
| 2.0409        | 498.0  | 6972  | 8.0541          |
| 2.0374        | 499.0  | 6986  | 8.0330          |
| 2.0073        | 500.0  | 7000  | 8.0471          |
| 2.0605        | 501.0  | 7014  | 8.0782          |
| 2.0424        | 502.0  | 7028  | 8.0568          |
| 2.0192        | 503.0  | 7042  | 8.0502          |
| 1.9831        | 504.0  | 7056  | 8.0580          |
| 2.1012        | 505.0  | 7070  | 8.0488          |
| 1.9765        | 506.0  | 7084  | 8.0293          |
| 2.0735        | 507.0  | 7098  | 8.0325          |
| 1.9964        | 508.0  | 7112  | 8.0104          |
| 1.9963        | 509.0  | 7126  | 8.0233          |
| 2.0252        | 510.0  | 7140  | 8.0312          |
| 1.9223        | 511.0  | 7154  | 8.0337          |
| 2.0063        | 512.0  | 7168  | 8.0609          |
| 2.0272        | 513.0  | 7182  | 8.0299          |
| 1.9498        | 514.0  | 7196  | 8.0298          |
| 2.0057        | 515.0  | 7210  | 8.0949          |
| 1.9598        | 516.0  | 7224  | 8.0999          |
| 1.949         | 517.0  | 7238  | 8.0914          |
| 2.0215        | 518.0  | 7252  | 8.0730          |
| 2.0068        | 519.0  | 7266  | 8.0657          |
| 1.9337        | 520.0  | 7280  | 8.0926          |
| 2.0259        | 521.0  | 7294  | 8.0900          |
| 1.9699        | 522.0  | 7308  | 8.0874          |
| 1.9511        | 523.0  | 7322  | 8.1374          |
| 1.8801        | 524.0  | 7336  | 8.0852          |
| 2.0123        | 525.0  | 7350  | 8.0754          |
| 1.9374        | 526.0  | 7364  | 8.0685          |
| 1.9303        | 527.0  | 7378  | 8.0832          |
| 1.963         | 528.0  | 7392  | 8.0756          |
| 1.9235        | 529.0  | 7406  | 8.1209          |
| 1.9476        | 530.0  | 7420  | 8.1116          |
| 1.8567        | 531.0  | 7434  | 8.0481          |
| 1.95          | 532.0  | 7448  | 8.0793          |
| 1.9672        | 533.0  | 7462  | 8.0927          |
| 1.8384        | 534.0  | 7476  | 8.1191          |
| 1.9117        | 535.0  | 7490  | 8.0865          |
| 2.0308        | 536.0  | 7504  | 8.0930          |
| 1.9107        | 537.0  | 7518  | 8.0952          |
| 1.9407        | 538.0  | 7532  | 8.1373          |
| 1.9409        | 539.0  | 7546  | 8.1064          |
| 1.9787        | 540.0  | 7560  | 8.1079          |
| 1.8791        | 541.0  | 7574  | 8.0920          |
| 1.9495        | 542.0  | 7588  | 8.0910          |
| 1.9265        | 543.0  | 7602  | 8.1203          |
| 1.8949        | 544.0  | 7616  | 8.1223          |
| 1.8861        | 545.0  | 7630  | 8.1458          |
| 1.9369        | 546.0  | 7644  | 8.0948          |
| 1.9234        | 547.0  | 7658  | 8.1073          |
| 1.934         | 548.0  | 7672  | 8.1285          |
| 1.947         | 549.0  | 7686  | 8.1476          |
| 1.9623        | 550.0  | 7700  | 8.1491          |
| 1.8069        | 551.0  | 7714  | 8.1058          |
| 1.9387        | 552.0  | 7728  | 8.1616          |
| 1.9291        | 553.0  | 7742  | 8.1207          |
| 1.9894        | 554.0  | 7756  | 8.1887          |
| 1.885         | 555.0  | 7770  | 8.1785          |
| 1.9515        | 556.0  | 7784  | 8.1555          |
| 1.9123        | 557.0  | 7798  | 8.1708          |
| 1.922         | 558.0  | 7812  | 8.1977          |
| 1.8818        | 559.0  | 7826  | 8.1429          |
| 1.9557        | 560.0  | 7840  | 8.1483          |
| 1.9005        | 561.0  | 7854  | 8.1108          |
| 1.91          | 562.0  | 7868  | 8.1745          |
| 1.8598        | 563.0  | 7882  | 8.1938          |
| 1.9633        | 564.0  | 7896  | 8.1294          |
| 1.8658        | 565.0  | 7910  | 8.1407          |
| 1.9256        | 566.0  | 7924  | 8.1767          |
| 1.8974        | 567.0  | 7938  | 8.1441          |
| 1.9635        | 568.0  | 7952  | 8.1219          |
| 1.9537        | 569.0  | 7966  | 8.2357          |
| 1.8828        | 570.0  | 7980  | 8.1944          |
| 1.8594        | 571.0  | 7994  | 8.1265          |
| 1.9105        | 572.0  | 8008  | 8.1458          |
| 1.9491        | 573.0  | 8022  | 8.2029          |
| 1.858         | 574.0  | 8036  | 8.1726          |
| 1.8092        | 575.0  | 8050  | 8.1803          |
| 1.9622        | 576.0  | 8064  | 8.1810          |
| 1.8717        | 577.0  | 8078  | 8.1521          |
| 1.9348        | 578.0  | 8092  | 8.1459          |
| 1.8003        | 579.0  | 8106  | 8.1740          |
| 1.9229        | 580.0  | 8120  | 8.1872          |
| 1.8093        | 581.0  | 8134  | 8.2038          |
| 1.9837        | 582.0  | 8148  | 8.1909          |
| 1.8906        | 583.0  | 8162  | 8.1823          |
| 1.8431        | 584.0  | 8176  | 8.1623          |
| 1.8505        | 585.0  | 8190  | 8.1838          |
| 1.8382        | 586.0  | 8204  | 8.1491          |
| 1.8919        | 587.0  | 8218  | 8.1562          |
| 1.8959        | 588.0  | 8232  | 8.1811          |
| 1.8002        | 589.0  | 8246  | 8.1789          |
| 1.8076        | 590.0  | 8260  | 8.2051          |
| 1.9212        | 591.0  | 8274  | 8.2004          |
| 1.8934        | 592.0  | 8288  | 8.2180          |
| 1.8699        | 593.0  | 8302  | 8.1870          |
| 1.8572        | 594.0  | 8316  | 8.1486          |
| 1.7875        | 595.0  | 8330  | 8.2182          |
| 1.8563        | 596.0  | 8344  | 8.1820          |
| 1.8471        | 597.0  | 8358  | 8.1865          |
| 1.8371        | 598.0  | 8372  | 8.1725          |
| 1.8167        | 599.0  | 8386  | 8.1666          |
| 1.8224        | 600.0  | 8400  | 8.2022          |
| 1.866         | 601.0  | 8414  | 8.2027          |
| 1.874         | 602.0  | 8428  | 8.2203          |
| 1.8575        | 603.0  | 8442  | 8.2109          |
| 1.898         | 604.0  | 8456  | 8.2598          |
| 1.8262        | 605.0  | 8470  | 8.2069          |
| 1.8849        | 606.0  | 8484  | 8.2478          |
| 1.8462        | 607.0  | 8498  | 8.1577          |
| 1.8755        | 608.0  | 8512  | 8.1992          |
| 1.7482        | 609.0  | 8526  | 8.1532          |
| 1.8244        | 610.0  | 8540  | 8.1482          |
| 1.9027        | 611.0  | 8554  | 8.2278          |
| 1.8474        | 612.0  | 8568  | 8.1938          |
| 1.8069        | 613.0  | 8582  | 8.1854          |
| 1.8422        | 614.0  | 8596  | 8.1945          |
| 1.8573        | 615.0  | 8610  | 8.2083          |
| 1.8114        | 616.0  | 8624  | 8.1864          |
| 1.873         | 617.0  | 8638  | 8.1902          |
| 1.7979        | 618.0  | 8652  | 8.2742          |
| 1.89          | 619.0  | 8666  | 8.2423          |
| 1.7861        | 620.0  | 8680  | 8.1962          |
| 1.7954        | 621.0  | 8694  | 8.2001          |
| 1.8347        | 622.0  | 8708  | 8.2490          |
| 1.8261        | 623.0  | 8722  | 8.2301          |
| 1.897         | 624.0  | 8736  | 8.2063          |
| 1.8098        | 625.0  | 8750  | 8.2428          |
| 1.7802        | 626.0  | 8764  | 8.1885          |
| 1.7771        | 627.0  | 8778  | 8.2032          |
| 1.7692        | 628.0  | 8792  | 8.2384          |
| 1.811         | 629.0  | 8806  | 8.2471          |
| 1.8642        | 630.0  | 8820  | 8.2354          |
| 1.7502        | 631.0  | 8834  | 8.2632          |
| 1.7271        | 632.0  | 8848  | 8.2109          |
| 1.8253        | 633.0  | 8862  | 8.2887          |
| 1.8223        | 634.0  | 8876  | 8.2433          |
| 1.7773        | 635.0  | 8890  | 8.2796          |
| 1.8149        | 636.0  | 8904  | 8.2290          |
| 1.8752        | 637.0  | 8918  | 8.2510          |
| 1.7794        | 638.0  | 8932  | 8.2484          |
| 1.7915        | 639.0  | 8946  | 8.2695          |
| 1.8358        | 640.0  | 8960  | 8.2513          |
| 1.7247        | 641.0  | 8974  | 8.2551          |
| 1.7591        | 642.0  | 8988  | 8.2442          |
| 1.8144        | 643.0  | 9002  | 8.2554          |
| 1.8404        | 644.0  | 9016  | 8.2240          |
| 1.7369        | 645.0  | 9030  | 8.2431          |
| 1.843         | 646.0  | 9044  | 8.2290          |
| 1.7177        | 647.0  | 9058  | 8.2729          |
| 1.8483        | 648.0  | 9072  | 8.2534          |
| 1.7889        | 649.0  | 9086  | 8.2305          |
| 1.8154        | 650.0  | 9100  | 8.2466          |
| 1.8509        | 651.0  | 9114  | 8.2273          |
| 1.7917        | 652.0  | 9128  | 8.2738          |
| 1.8168        | 653.0  | 9142  | 8.2925          |
| 1.7778        | 654.0  | 9156  | 8.2309          |
| 1.7742        | 655.0  | 9170  | 8.3030          |
| 1.8136        | 656.0  | 9184  | 8.3185          |
| 1.8294        | 657.0  | 9198  | 8.2920          |
| 1.8047        | 658.0  | 9212  | 8.3148          |
| 1.7153        | 659.0  | 9226  | 8.2667          |
| 1.7697        | 660.0  | 9240  | 8.2409          |
| 1.7956        | 661.0  | 9254  | 8.2493          |
| 1.8108        | 662.0  | 9268  | 8.2775          |
| 1.803         | 663.0  | 9282  | 8.2568          |
| 1.7745        | 664.0  | 9296  | 8.3051          |
| 1.71          | 665.0  | 9310  | 8.2639          |
| 1.8429        | 666.0  | 9324  | 8.2843          |
| 1.8034        | 667.0  | 9338  | 8.2691          |
| 1.7898        | 668.0  | 9352  | 8.2818          |
| 1.7216        | 669.0  | 9366  | 8.2681          |
| 1.7471        | 670.0  | 9380  | 8.2749          |
| 1.7109        | 671.0  | 9394  | 8.2923          |
| 1.7778        | 672.0  | 9408  | 8.2664          |
| 1.8218        | 673.0  | 9422  | 8.2983          |
| 1.7237        | 674.0  | 9436  | 8.2641          |
| 1.8237        | 675.0  | 9450  | 8.3240          |
| 1.7559        | 676.0  | 9464  | 8.3063          |
| 1.7773        | 677.0  | 9478  | 8.3280          |
| 1.7547        | 678.0  | 9492  | 8.2927          |
| 1.6821        | 679.0  | 9506  | 8.2964          |
| 1.8102        | 680.0  | 9520  | 8.2998          |
| 1.8004        | 681.0  | 9534  | 8.3655          |
| 1.7746        | 682.0  | 9548  | 8.3189          |
| 1.8222        | 683.0  | 9562  | 8.2932          |
| 1.8087        | 684.0  | 9576  | 8.3033          |
| 1.715         | 685.0  | 9590  | 8.3314          |
| 1.7371        | 686.0  | 9604  | 8.3448          |
| 1.759         | 687.0  | 9618  | 8.3417          |
| 1.7048        | 688.0  | 9632  | 8.3500          |
| 1.7708        | 689.0  | 9646  | 8.3246          |
| 1.6673        | 690.0  | 9660  | 8.2900          |
| 1.6932        | 691.0  | 9674  | 8.3128          |
| 1.7716        | 692.0  | 9688  | 8.3368          |
| 1.7829        | 693.0  | 9702  | 8.3166          |
| 1.7432        | 694.0  | 9716  | 8.3375          |
| 1.7885        | 695.0  | 9730  | 8.3004          |
| 1.6967        | 696.0  | 9744  | 8.3142          |
| 1.7928        | 697.0  | 9758  | 8.3387          |
| 1.7313        | 698.0  | 9772  | 8.3486          |
| 1.7433        | 699.0  | 9786  | 8.3254          |
| 1.7374        | 700.0  | 9800  | 8.3218          |
| 1.7113        | 701.0  | 9814  | 8.3249          |
| 1.824         | 702.0  | 9828  | 8.3451          |
| 1.7261        | 703.0  | 9842  | 8.3510          |
| 1.7163        | 704.0  | 9856  | 8.2824          |
| 1.7039        | 705.0  | 9870  | 8.3193          |
| 1.8078        | 706.0  | 9884  | 8.3046          |
| 1.6971        | 707.0  | 9898  | 8.3212          |
| 1.7463        | 708.0  | 9912  | 8.3486          |
| 1.8218        | 709.0  | 9926  | 8.3098          |
| 1.6471        | 710.0  | 9940  | 8.3217          |
| 1.7754        | 711.0  | 9954  | 8.3398          |
| 1.7055        | 712.0  | 9968  | 8.3509          |
| 1.766         | 713.0  | 9982  | 8.3146          |
| 1.7345        | 714.0  | 9996  | 8.3196          |
| 1.6768        | 715.0  | 10010 | 8.3553          |
| 1.7612        | 716.0  | 10024 | 8.3631          |
| 1.7521        | 717.0  | 10038 | 8.3646          |
| 1.6671        | 718.0  | 10052 | 8.3086          |
| 1.7135        | 719.0  | 10066 | 8.2903          |
| 1.7517        | 720.0  | 10080 | 8.3451          |
| 1.717         | 721.0  | 10094 | 8.3280          |
| 1.68          | 722.0  | 10108 | 8.3040          |
| 1.6721        | 723.0  | 10122 | 8.3266          |
| 1.754         | 724.0  | 10136 | 8.3336          |
| 1.7325        | 725.0  | 10150 | 8.3339          |
| 1.7358        | 726.0  | 10164 | 8.3686          |
| 1.7289        | 727.0  | 10178 | 8.3741          |
| 1.7527        | 728.0  | 10192 | 8.3647          |
| 1.76          | 729.0  | 10206 | 8.3406          |
| 1.6752        | 730.0  | 10220 | 8.3416          |
| 1.7191        | 731.0  | 10234 | 8.3513          |
| 1.6671        | 732.0  | 10248 | 8.3225          |
| 1.6836        | 733.0  | 10262 | 8.3430          |
| 1.6908        | 734.0  | 10276 | 8.3472          |
| 1.7494        | 735.0  | 10290 | 8.3647          |
| 1.6724        | 736.0  | 10304 | 8.3764          |
| 1.6974        | 737.0  | 10318 | 8.3277          |
| 1.7013        | 738.0  | 10332 | 8.3778          |
| 1.6729        | 739.0  | 10346 | 8.3322          |
| 1.8026        | 740.0  | 10360 | 8.3381          |
| 1.6888        | 741.0  | 10374 | 8.3736          |
| 1.6897        | 742.0  | 10388 | 8.3559          |
| 1.7499        | 743.0  | 10402 | 8.3814          |
| 1.7797        | 744.0  | 10416 | 8.3995          |
| 1.721         | 745.0  | 10430 | 8.3645          |
| 1.6995        | 746.0  | 10444 | 8.3575          |
| 1.7551        | 747.0  | 10458 | 8.4008          |
| 1.7368        | 748.0  | 10472 | 8.3599          |
| 1.7195        | 749.0  | 10486 | 8.3410          |
| 1.7507        | 750.0  | 10500 | 8.3658          |
| 1.7005        | 751.0  | 10514 | 8.4275          |
| 1.6815        | 752.0  | 10528 | 8.3222          |
| 1.6997        | 753.0  | 10542 | 8.3840          |
| 1.6468        | 754.0  | 10556 | 8.3706          |
| 1.6624        | 755.0  | 10570 | 8.3680          |
| 1.5879        | 756.0  | 10584 | 8.3976          |
| 1.6258        | 757.0  | 10598 | 8.3567          |
| 1.7074        | 758.0  | 10612 | 8.3864          |
| 1.7027        | 759.0  | 10626 | 8.3520          |
| 1.6504        | 760.0  | 10640 | 8.3882          |
| 1.6845        | 761.0  | 10654 | 8.3807          |
| 1.7722        | 762.0  | 10668 | 8.3434          |
| 1.6156        | 763.0  | 10682 | 8.3492          |
| 1.6982        | 764.0  | 10696 | 8.3609          |
| 1.5971        | 765.0  | 10710 | 8.3505          |
| 1.6788        | 766.0  | 10724 | 8.3395          |
| 1.6914        | 767.0  | 10738 | 8.3510          |
| 1.6657        | 768.0  | 10752 | 8.3490          |
| 1.7517        | 769.0  | 10766 | 8.4295          |
| 1.7012        | 770.0  | 10780 | 8.4127          |
| 1.7077        | 771.0  | 10794 | 8.3815          |
| 1.6822        | 772.0  | 10808 | 8.3643          |
| 1.6829        | 773.0  | 10822 | 8.3655          |
| 1.6339        | 774.0  | 10836 | 8.3908          |
| 1.7569        | 775.0  | 10850 | 8.4011          |
| 1.6163        | 776.0  | 10864 | 8.3726          |
| 1.6662        | 777.0  | 10878 | 8.3592          |
| 1.7537        | 778.0  | 10892 | 8.3498          |
| 1.7627        | 779.0  | 10906 | 8.3889          |
| 1.6896        | 780.0  | 10920 | 8.3925          |
| 1.6477        | 781.0  | 10934 | 8.4438          |
| 1.7155        | 782.0  | 10948 | 8.3910          |
| 1.6333        | 783.0  | 10962 | 8.4093          |
| 1.6535        | 784.0  | 10976 | 8.3662          |
| 1.6402        | 785.0  | 10990 | 8.3895          |
| 1.6792        | 786.0  | 11004 | 8.3827          |
| 1.7202        | 787.0  | 11018 | 8.4082          |
| 1.6361        | 788.0  | 11032 | 8.3915          |
| 1.6595        | 789.0  | 11046 | 8.4216          |
| 1.769         | 790.0  | 11060 | 8.4089          |
| 1.6114        | 791.0  | 11074 | 8.4081          |
| 1.5996        | 792.0  | 11088 | 8.4095          |
| 1.7636        | 793.0  | 11102 | 8.3521          |
| 1.784         | 794.0  | 11116 | 8.3744          |
| 1.5987        | 795.0  | 11130 | 8.4044          |
| 1.658         | 796.0  | 11144 | 8.3545          |
| 1.6428        | 797.0  | 11158 | 8.4194          |
| 1.6785        | 798.0  | 11172 | 8.4275          |
| 1.7494        | 799.0  | 11186 | 8.4095          |
| 1.6773        | 800.0  | 11200 | 8.4406          |
| 1.6574        | 801.0  | 11214 | 8.4203          |
| 1.6295        | 802.0  | 11228 | 8.4089          |
| 1.6853        | 803.0  | 11242 | 8.4302          |
| 1.721         | 804.0  | 11256 | 8.3972          |
| 1.6818        | 805.0  | 11270 | 8.4153          |
| 1.6791        | 806.0  | 11284 | 8.3946          |
| 1.6934        | 807.0  | 11298 | 8.4320          |
| 1.6146        | 808.0  | 11312 | 8.3993          |
| 1.6572        | 809.0  | 11326 | 8.3965          |
| 1.6294        | 810.0  | 11340 | 8.4332          |
| 1.6696        | 811.0  | 11354 | 8.3637          |
| 1.6836        | 812.0  | 11368 | 8.3735          |
| 1.6584        | 813.0  | 11382 | 8.3858          |
| 1.6558        | 814.0  | 11396 | 8.4076          |
| 1.6694        | 815.0  | 11410 | 8.4261          |
| 1.6832        | 816.0  | 11424 | 8.3389          |
| 1.6495        | 817.0  | 11438 | 8.3707          |
| 1.6634        | 818.0  | 11452 | 8.4203          |
| 1.6297        | 819.0  | 11466 | 8.3698          |
| 1.707         | 820.0  | 11480 | 8.4409          |
| 1.6803        | 821.0  | 11494 | 8.4208          |
| 1.6937        | 822.0  | 11508 | 8.3948          |
| 1.6568        | 823.0  | 11522 | 8.4195          |
| 1.6149        | 824.0  | 11536 | 8.3845          |
| 1.7053        | 825.0  | 11550 | 8.4389          |
| 1.6266        | 826.0  | 11564 | 8.4311          |
| 1.6433        | 827.0  | 11578 | 8.4266          |
| 1.6457        | 828.0  | 11592 | 8.4125          |
| 1.6661        | 829.0  | 11606 | 8.4158          |
| 1.658         | 830.0  | 11620 | 8.3599          |
| 1.6571        | 831.0  | 11634 | 8.3702          |
| 1.6013        | 832.0  | 11648 | 8.3815          |
| 1.7019        | 833.0  | 11662 | 8.4036          |
| 1.7593        | 834.0  | 11676 | 8.3840          |
| 1.6475        | 835.0  | 11690 | 8.4442          |
| 1.7178        | 836.0  | 11704 | 8.4266          |
| 1.6553        | 837.0  | 11718 | 8.3928          |
| 1.6011        | 838.0  | 11732 | 8.4062          |
| 1.7054        | 839.0  | 11746 | 8.4588          |
| 1.6839        | 840.0  | 11760 | 8.4208          |
| 1.6801        | 841.0  | 11774 | 8.4557          |
| 1.6917        | 842.0  | 11788 | 8.4300          |
| 1.6058        | 843.0  | 11802 | 8.4644          |
| 1.6321        | 844.0  | 11816 | 8.4319          |
| 1.6348        | 845.0  | 11830 | 8.4124          |
| 1.6118        | 846.0  | 11844 | 8.4667          |
| 1.6816        | 847.0  | 11858 | 8.4325          |
| 1.7574        | 848.0  | 11872 | 8.4365          |
| 1.7383        | 849.0  | 11886 | 8.4195          |
| 1.6522        | 850.0  | 11900 | 8.4343          |
| 1.61          | 851.0  | 11914 | 8.3775          |
| 1.5419        | 852.0  | 11928 | 8.4417          |
| 1.6468        | 853.0  | 11942 | 8.3903          |
| 1.5909        | 854.0  | 11956 | 8.4087          |
| 1.6376        | 855.0  | 11970 | 8.4391          |
| 1.6814        | 856.0  | 11984 | 8.3896          |
| 1.709         | 857.0  | 11998 | 8.4093          |
| 1.6551        | 858.0  | 12012 | 8.4793          |
| 1.6193        | 859.0  | 12026 | 8.4586          |
| 1.5831        | 860.0  | 12040 | 8.4748          |
| 1.6869        | 861.0  | 12054 | 8.4088          |
| 1.5926        | 862.0  | 12068 | 8.4639          |
| 1.6037        | 863.0  | 12082 | 8.4009          |
| 1.6878        | 864.0  | 12096 | 8.4111          |
| 1.6304        | 865.0  | 12110 | 8.4439          |
| 1.6106        | 866.0  | 12124 | 8.4202          |
| 1.706         | 867.0  | 12138 | 8.4072          |
| 1.6757        | 868.0  | 12152 | 8.4280          |
| 1.6875        | 869.0  | 12166 | 8.4363          |
| 1.6446        | 870.0  | 12180 | 8.4161          |
| 1.6064        | 871.0  | 12194 | 8.4567          |
| 1.6919        | 872.0  | 12208 | 8.3782          |
| 1.7078        | 873.0  | 12222 | 8.4134          |
| 1.6615        | 874.0  | 12236 | 8.4309          |
| 1.6502        | 875.0  | 12250 | 8.4540          |
| 1.6191        | 876.0  | 12264 | 8.4217          |
| 1.5853        | 877.0  | 12278 | 8.4459          |
| 1.6026        | 878.0  | 12292 | 8.4472          |
| 1.5958        | 879.0  | 12306 | 8.4375          |
| 1.578         | 880.0  | 12320 | 8.4241          |
| 1.6237        | 881.0  | 12334 | 8.4755          |
| 1.6813        | 882.0  | 12348 | 8.4056          |
| 1.6387        | 883.0  | 12362 | 8.3981          |
| 1.6507        | 884.0  | 12376 | 8.3909          |
| 1.6125        | 885.0  | 12390 | 8.4215          |
| 1.5733        | 886.0  | 12404 | 8.4279          |
| 1.6605        | 887.0  | 12418 | 8.4636          |
| 1.5989        | 888.0  | 12432 | 8.3820          |
| 1.6497        | 889.0  | 12446 | 8.4128          |
| 1.7232        | 890.0  | 12460 | 8.3742          |
| 1.5997        | 891.0  | 12474 | 8.4520          |
| 1.6266        | 892.0  | 12488 | 8.4202          |
| 1.5987        | 893.0  | 12502 | 8.3965          |
| 1.61          | 894.0  | 12516 | 8.4320          |
| 1.6795        | 895.0  | 12530 | 8.4613          |
| 1.6943        | 896.0  | 12544 | 8.4632          |
| 1.684         | 897.0  | 12558 | 8.4431          |
| 1.5806        | 898.0  | 12572 | 8.4409          |
| 1.6391        | 899.0  | 12586 | 8.4435          |
| 1.5754        | 900.0  | 12600 | 8.4244          |
| 1.617         | 901.0  | 12614 | 8.5100          |
| 1.6577        | 902.0  | 12628 | 8.4541          |
| 1.6852        | 903.0  | 12642 | 8.4127          |
| 1.6827        | 904.0  | 12656 | 8.4485          |
| 1.7296        | 905.0  | 12670 | 8.4526          |
| 1.6258        | 906.0  | 12684 | 8.4508          |
| 1.6527        | 907.0  | 12698 | 8.4121          |
| 1.6281        | 908.0  | 12712 | 8.4373          |
| 1.669         | 909.0  | 12726 | 8.4089          |
| 1.6757        | 910.0  | 12740 | 8.4098          |
| 1.5908        | 911.0  | 12754 | 8.4633          |
| 1.5935        | 912.0  | 12768 | 8.4115          |
| 1.7143        | 913.0  | 12782 | 8.4141          |
| 1.6203        | 914.0  | 12796 | 8.4084          |
| 1.5932        | 915.0  | 12810 | 8.4168          |
| 1.5663        | 916.0  | 12824 | 8.4124          |
| 1.7151        | 917.0  | 12838 | 8.4289          |
| 1.5585        | 918.0  | 12852 | 8.4381          |
| 1.5971        | 919.0  | 12866 | 8.4276          |
| 1.618         | 920.0  | 12880 | 8.5005          |
| 1.6389        | 921.0  | 12894 | 8.4777          |
| 1.6325        | 922.0  | 12908 | 8.4180          |
| 1.5971        | 923.0  | 12922 | 8.4586          |
| 1.662         | 924.0  | 12936 | 8.4755          |
| 1.5642        | 925.0  | 12950 | 8.4858          |
| 1.6417        | 926.0  | 12964 | 8.4075          |
| 1.5845        | 927.0  | 12978 | 8.4482          |
| 1.6328        | 928.0  | 12992 | 8.4674          |
| 1.6089        | 929.0  | 13006 | 8.4809          |
| 1.6248        | 930.0  | 13020 | 8.4445          |
| 1.6356        | 931.0  | 13034 | 8.4150          |
| 1.5573        | 932.0  | 13048 | 8.4527          |
| 1.5802        | 933.0  | 13062 | 8.4293          |
| 1.6374        | 934.0  | 13076 | 8.4326          |
| 1.6386        | 935.0  | 13090 | 8.4387          |
| 1.6332        | 936.0  | 13104 | 8.4280          |
| 1.6449        | 937.0  | 13118 | 8.4479          |
| 1.6463        | 938.0  | 13132 | 8.5086          |
| 1.6683        | 939.0  | 13146 | 8.5132          |
| 1.6339        | 940.0  | 13160 | 8.4324          |
| 1.6254        | 941.0  | 13174 | 8.3933          |
| 1.6181        | 942.0  | 13188 | 8.4453          |
| 1.6687        | 943.0  | 13202 | 8.4307          |
| 1.6226        | 944.0  | 13216 | 8.4446          |
| 1.6073        | 945.0  | 13230 | 8.4396          |
| 1.6811        | 946.0  | 13244 | 8.4554          |
| 1.7156        | 947.0  | 13258 | 8.4664          |
| 1.6668        | 948.0  | 13272 | 8.4237          |
| 1.5831        | 949.0  | 13286 | 8.4896          |
| 1.6013        | 950.0  | 13300 | 8.4042          |
| 1.6187        | 951.0  | 13314 | 8.4638          |
| 1.6534        | 952.0  | 13328 | 8.4318          |
| 1.5723        | 953.0  | 13342 | 8.4765          |
| 1.6962        | 954.0  | 13356 | 8.4333          |
| 1.6276        | 955.0  | 13370 | 8.4123          |
| 1.6247        | 956.0  | 13384 | 8.4544          |
| 1.5247        | 957.0  | 13398 | 8.5119          |
| 1.6938        | 958.0  | 13412 | 8.4676          |
| 1.5473        | 959.0  | 13426 | 8.4564          |
| 1.6351        | 960.0  | 13440 | 8.4216          |
| 1.5666        | 961.0  | 13454 | 8.4527          |
| 1.5694        | 962.0  | 13468 | 8.4845          |
| 1.6145        | 963.0  | 13482 | 8.4874          |
| 1.6097        | 964.0  | 13496 | 8.4375          |
| 1.5509        | 965.0  | 13510 | 8.4756          |
| 1.6273        | 966.0  | 13524 | 8.4434          |
| 1.6753        | 967.0  | 13538 | 8.4436          |
| 1.6287        | 968.0  | 13552 | 8.4596          |
| 1.6815        | 969.0  | 13566 | 8.4737          |
| 1.5847        | 970.0  | 13580 | 8.4677          |
| 1.5944        | 971.0  | 13594 | 8.4672          |
| 1.6673        | 972.0  | 13608 | 8.4842          |
| 1.6222        | 973.0  | 13622 | 8.4797          |
| 1.5753        | 974.0  | 13636 | 8.4548          |
| 1.5424        | 975.0  | 13650 | 8.4425          |
| 1.7219        | 976.0  | 13664 | 8.4936          |
| 1.6176        | 977.0  | 13678 | 8.4755          |
| 1.641         | 978.0  | 13692 | 8.5016          |
| 1.6122        | 979.0  | 13706 | 8.4846          |
| 1.6079        | 980.0  | 13720 | 8.4741          |
| 1.5988        | 981.0  | 13734 | 8.4980          |
| 1.6562        | 982.0  | 13748 | 8.4493          |
| 1.6119        | 983.0  | 13762 | 8.4512          |
| 1.5294        | 984.0  | 13776 | 8.4362          |
| 1.632         | 985.0  | 13790 | 8.4692          |
| 1.5564        | 986.0  | 13804 | 8.4567          |
| 1.6513        | 987.0  | 13818 | 8.4790          |
| 1.6117        | 988.0  | 13832 | 8.4878          |
| 1.6394        | 989.0  | 13846 | 8.4349          |
| 1.6707        | 990.0  | 13860 | 8.4176          |
| 1.6212        | 991.0  | 13874 | 8.4704          |
| 1.5721        | 992.0  | 13888 | 8.4319          |
| 1.5873        | 993.0  | 13902 | 8.4356          |
| 1.6527        | 994.0  | 13916 | 8.4670          |
| 1.6499        | 995.0  | 13930 | 8.4717          |
| 1.5975        | 996.0  | 13944 | 8.4682          |
| 1.6759        | 997.0  | 13958 | 8.4861          |
| 1.5962        | 998.0  | 13972 | 8.4686          |
| 1.6465        | 999.0  | 13986 | 8.5004          |
| 1.6321        | 1000.0 | 14000 | 8.4563          |


### Framework versions

- Transformers 4.13.0
- Pytorch 1.12.0+cu113
- Datasets 1.16.1
- Tokenizers 0.10.3

{"license": "apache-2.0", "tags": ["generated_from_trainer"], "base_model": "google/bert_uncased_L-2_H-128_A-2", "model-index": [{"name": "bert_uncased_L-2_H-128_A-2-nan-labels-new-longer", "results": []}]}
transformers pytorch safetensors bert fill-mask generated_from_trainer base_model:google/bert_uncased_L-2_H-128_A-2 license:apache-2.0 autotrain_compatible endpoints_compatible region:us
TAGS
#transformers #pytorch #safetensors #bert #fill-mask #generated_from_trainer #base_model-google/bert_uncased_L-2_H-128_A-2 #license-apache-2.0 #autotrain_compatible #endpoints_compatible #region-us 

bert\_uncased\_L-2\_H-128\_A-2-nan-labels-new-longer
====================================================


This model is a fine-tuned version of google/bert\_uncased\_L-2\_H-128\_A-2 on the None dataset.
It achieves the following results on the evaluation set:


* Loss: 8.4563


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: 5e-05
* train\_batch\_size: 32
* eval\_batch\_size: 8
* seed: 42
* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
* lr\_scheduler\_type: linear
* num\_epochs: 1000


### Training results



### Framework versions


* Transformers 4.13.0
* Pytorch 1.12.0+cu113
* Datasets 1.16.1
* Tokenizers 0.10.3



### Training hyperparameters


The following hyperparameters were used during training:


* learning\_rate: 5e-05
* train\_batch\_size: 32
* eval\_batch\_size: 8
* seed: 42
* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
* lr\_scheduler\_type: linear
* num\_epochs: 1000 ### Training results ### Framework versions


* Transformers 4.13.0
* Pytorch 1.12.0+cu113
* Datasets 1.16.1
* Tokenizers 0.10.3
TAGS
#transformers #pytorch #safetensors #bert #fill-mask #generated_from_trainer #base_model-google/bert_uncased_L-2_H-128_A-2 #license-apache-2.0 #autotrain_compatible #endpoints_compatible #region-us 
 ### Training hyperparameters


The following hyperparameters were used during training:


* learning\_rate: 5e-05
* train\_batch\_size: 32
* eval\_batch\_size: 8
* seed: 42
* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
* lr\_scheduler\_type: linear
* num\_epochs: 1000 ### Training results ### Framework versions


* Transformers 4.13.0
* Pytorch 1.12.0+cu113
* Datasets 1.16.1
* Tokenizers 0.10.3
passage: TAGS
#transformers #pytorch #safetensors #bert #fill-mask #generated_from_trainer #base_model-google/bert_uncased_L-2_H-128_A-2 #license-apache-2.0 #autotrain_compatible #endpoints_compatible #region-us 
### Training hyperparameters


The following hyperparameters were used during training:


* learning\_rate: 5e-05
* train\_batch\_size: 32
* eval\_batch\_size: 8
* seed: 42
* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
* lr\_scheduler\_type: linear
* num\_epochs: 1000### Training results### Framework versions


* Transformers 4.13.0
* Pytorch 1.12.0+cu113
* Datasets 1.16.1
* Tokenizers 0.10.3