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# game-ad-0306_outputs

This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on the ./data/games-ad-0306 dataset.
It achieves the following results on the evaluation set:
- Loss: 2.6235
- Accuracy: 0.3024

## 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: 16
- eval_batch_size: 16
- seed: 13373
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1000.0

### Training results

| Training Loss | Epoch  | Step   | Validation Loss | Accuracy |
|:-------------:|:------:|:------:|:---------------:|:--------:|
| 3.2891        | 1.0    | 103    | 3.0266          | 0.2165   |
| 2.9971        | 2.0    | 206    | 2.9194          | 0.2302   |
| 2.9151        | 3.0    | 309    | 2.8731          | 0.2474   |
| 2.8579        | 4.0    | 412    | 2.8072          | 0.2715   |
| 2.7768        | 5.0    | 515    | 2.7918          | 0.2577   |
| 2.7184        | 6.0    | 618    | 2.7296          | 0.2818   |
| 2.648         | 7.0    | 721    | 2.7044          | 0.2921   |
| 2.5884        | 8.0    | 824    | 2.7190          | 0.2680   |
| 2.5146        | 9.0    | 927    | 2.6942          | 0.2784   |
| 2.4384        | 10.0   | 1030   | 2.6877          | 0.2921   |
| 2.442         | 11.0   | 1133   | 2.6412          | 0.2818   |
| 2.3099        | 12.0   | 1236   | 2.6331          | 0.2852   |
| 2.2685        | 13.0   | 1339   | 2.6451          | 0.2990   |
| 2.182         | 14.0   | 1442   | 2.6927          | 0.2715   |
| 2.1421        | 15.0   | 1545   | 2.6615          | 0.3162   |
| 2.0483        | 16.0   | 1648   | 2.6500          | 0.3230   |
| 1.9884        | 17.0   | 1751   | 2.6527          | 0.2990   |
| 1.9316        | 18.0   | 1854   | 2.6736          | 0.2990   |
| 1.8785        | 19.0   | 1957   | 2.6391          | 0.2921   |
| 1.788         | 20.0   | 2060   | 2.7002          | 0.3127   |
| 1.7115        | 21.0   | 2163   | 2.8321          | 0.2715   |
| 1.6929        | 22.0   | 2266   | 2.6235          | 0.3024   |
| 1.6239        | 23.0   | 2369   | 2.6378          | 0.3058   |
| 1.5387        | 24.0   | 2472   | 2.6888          | 0.3127   |
| 1.5095        | 25.0   | 2575   | 2.6888          | 0.3127   |
| 1.4153        | 26.0   | 2678   | 2.6771          | 0.2715   |
| 1.4254        | 27.0   | 2781   | 2.7354          | 0.2887   |
| 1.3351        | 28.0   | 2884   | 2.7175          | 0.2990   |
| 1.2955        | 29.0   | 2987   | 2.7679          | 0.2818   |
| 1.2232        | 30.0   | 3090   | 2.7784          | 0.2921   |
| 1.2115        | 31.0   | 3193   | 2.8496          | 0.2749   |
| 1.1656        | 32.0   | 3296   | 2.7899          | 0.2818   |
| 1.1419        | 33.0   | 3399   | 2.7646          | 0.2715   |
| 1.0481        | 34.0   | 3502   | 2.8416          | 0.2715   |
| 0.9763        | 35.0   | 3605   | 2.8370          | 0.3024   |
| 0.9452        | 36.0   | 3708   | 2.7904          | 0.2955   |
| 0.9178        | 37.0   | 3811   | 2.8309          | 0.2715   |
| 0.9115        | 38.0   | 3914   | 2.8584          | 0.3093   |
| 0.8472        | 39.0   | 4017   | 2.9066          | 0.2612   |
| 0.8323        | 40.0   | 4120   | 2.8630          | 0.2921   |
| 0.7622        | 41.0   | 4223   | 3.0020          | 0.2680   |
| 0.7531        | 42.0   | 4326   | 2.8885          | 0.2921   |
| 0.7054        | 43.0   | 4429   | 2.8820          | 0.2818   |
| 0.685         | 44.0   | 4532   | 2.8764          | 0.3162   |
| 0.7206        | 45.0   | 4635   | 2.8659          | 0.3162   |
| 0.6304        | 46.0   | 4738   | 2.9537          | 0.2887   |
| 0.6369        | 47.0   | 4841   | 2.9660          | 0.2509   |
| 0.6161        | 48.0   | 4944   | 3.1112          | 0.2543   |
| 0.618         | 49.0   | 5047   | 2.9729          | 0.2990   |
| 0.556         | 50.0   | 5150   | 2.9870          | 0.2921   |
| 0.5314        | 51.0   | 5253   | 2.9934          | 0.3093   |
| 0.5502        | 52.0   | 5356   | 2.9379          | 0.2818   |
| 0.4958        | 53.0   | 5459   | 3.0344          | 0.3024   |
| 0.4896        | 54.0   | 5562   | 2.9924          | 0.2749   |
| 0.4803        | 55.0   | 5665   | 3.0161          | 0.3127   |
| 0.4554        | 56.0   | 5768   | 3.0221          | 0.2818   |
| 0.4591        | 57.0   | 5871   | 3.0461          | 0.3024   |
| 0.4349        | 58.0   | 5974   | 3.1377          | 0.3265   |
| 0.4127        | 59.0   | 6077   | 3.0169          | 0.2955   |
| 0.3973        | 60.0   | 6180   | 3.0338          | 0.2818   |
| 0.4109        | 61.0   | 6283   | 3.0638          | 0.2818   |
| 0.3872        | 62.0   | 6386   | 3.0810          | 0.2818   |
| 0.3693        | 63.0   | 6489   | 3.2003          | 0.2715   |
| 0.3457        | 64.0   | 6592   | 3.0843          | 0.2990   |
| 0.3521        | 65.0   | 6695   | 3.1623          | 0.3058   |
| 0.3625        | 66.0   | 6798   | 3.0036          | 0.3299   |
| 0.3339        | 67.0   | 6901   | 3.2389          | 0.2921   |
| 0.3378        | 68.0   | 7004   | 3.2493          | 0.2990   |
| 0.2981        | 69.0   | 7107   | 3.1308          | 0.2955   |
| 0.3023        | 70.0   | 7210   | 3.2455          | 0.3093   |
| 0.3076        | 71.0   | 7313   | 3.2725          | 0.2887   |
| 0.3201        | 72.0   | 7416   | 3.2563          | 0.2887   |
| 0.3083        | 73.0   | 7519   | 3.2520          | 0.2921   |
| 0.2906        | 74.0   | 7622   | 3.3344          | 0.3093   |
| 0.2721        | 75.0   | 7725   | 3.1952          | 0.2852   |
| 0.2873        | 76.0   | 7828   | 3.2529          | 0.3058   |
| 0.278         | 77.0   | 7931   | 3.3428          | 0.2818   |
| 0.2573        | 78.0   | 8034   | 3.3216          | 0.2784   |
| 0.2578        | 79.0   | 8137   | 3.4178          | 0.2955   |
| 0.2774        | 80.0   | 8240   | 3.3449          | 0.2818   |
| 0.2762        | 81.0   | 8343   | 3.3452          | 0.2749   |
| 0.2504        | 82.0   | 8446   | 3.5792          | 0.2955   |
| 0.2552        | 83.0   | 8549   | 3.3478          | 0.2818   |
| 0.2541        | 84.0   | 8652   | 3.4902          | 0.2784   |
| 0.2616        | 85.0   | 8755   | 3.2829          | 0.3127   |
| 0.2079        | 86.0   | 8858   | 3.5287          | 0.3162   |
| 0.2538        | 87.0   | 8961   | 3.4731          | 0.3196   |
| 0.2485        | 88.0   | 9064   | 3.5998          | 0.2646   |
| 0.2714        | 89.0   | 9167   | 3.4567          | 0.2921   |
| 0.232         | 90.0   | 9270   | 3.5061          | 0.2818   |
| 0.2577        | 91.0   | 9373   | 3.5370          | 0.2921   |
| 0.2232        | 92.0   | 9476   | 3.5062          | 0.2509   |
| 0.2351        | 93.0   | 9579   | 3.5592          | 0.2784   |
| 0.2299        | 94.0   | 9682   | 3.5167          | 0.3333   |
| 0.2415        | 95.0   | 9785   | 3.6283          | 0.2887   |
| 0.2265        | 96.0   | 9888   | 3.4819          | 0.2852   |
| 0.2448        | 97.0   | 9991   | 3.5793          | 0.2990   |
| 0.2141        | 98.0   | 10094  | 3.5728          | 0.2887   |
| 0.1979        | 99.0   | 10197  | 3.4685          | 0.2921   |
| 0.2077        | 100.0  | 10300  | 3.5586          | 0.3230   |
| 0.1854        | 101.0  | 10403  | 3.5650          | 0.3162   |
| 0.2017        | 102.0  | 10506  | 3.4760          | 0.2921   |
| 0.2119        | 103.0  | 10609  | 3.5531          | 0.2784   |
| 0.2314        | 104.0  | 10712  | 3.5118          | 0.3024   |
| 0.212         | 105.0  | 10815  | 3.5496          | 0.3196   |
| 0.197         | 106.0  | 10918  | 3.6080          | 0.2543   |
| 0.2067        | 107.0  | 11021  | 3.6217          | 0.2887   |
| 0.1896        | 108.0  | 11124  | 3.6446          | 0.3230   |
| 0.198         | 109.0  | 11227  | 3.7699          | 0.2784   |
| 0.2152        | 110.0  | 11330  | 3.6709          | 0.3162   |
| 0.2121        | 111.0  | 11433  | 3.6266          | 0.3368   |
| 0.1869        | 112.0  | 11536  | 3.6681          | 0.2955   |
| 0.1927        | 113.0  | 11639  | 3.7305          | 0.3162   |
| 0.2259        | 114.0  | 11742  | 3.6302          | 0.3127   |
| 0.1809        | 115.0  | 11845  | 3.6301          | 0.3093   |
| 0.2071        | 116.0  | 11948  | 3.7288          | 0.3127   |
| 0.1977        | 117.0  | 12051  | 3.6467          | 0.3058   |
| 0.1902        | 118.0  | 12154  | 3.7039          | 0.3093   |
| 0.1996        | 119.0  | 12257  | 3.9013          | 0.3093   |
| 0.2122        | 120.0  | 12360  | 3.8228          | 0.2990   |
| 0.1702        | 121.0  | 12463  | 3.7118          | 0.3162   |
| 0.1889        | 122.0  | 12566  | 3.7211          | 0.3162   |
| 0.1857        | 123.0  | 12669  | 3.8894          | 0.2509   |
| 0.2003        | 124.0  | 12772  | 3.6575          | 0.3093   |
| 0.202         | 125.0  | 12875  | 3.7925          | 0.3333   |
| 0.1722        | 126.0  | 12978  | 3.8188          | 0.2818   |
| 0.1716        | 127.0  | 13081  | 3.9584          | 0.3162   |
| 0.1598        | 128.0  | 13184  | 3.7732          | 0.3265   |
| 0.1825        | 129.0  | 13287  | 3.8038          | 0.3196   |
| 0.1716        | 130.0  | 13390  | 3.7606          | 0.3196   |
| 0.179         | 131.0  | 13493  | 3.7458          | 0.2955   |
| 0.1817        | 132.0  | 13596  | 3.8413          | 0.2955   |
| 0.1606        | 133.0  | 13699  | 3.8766          | 0.3196   |
| 0.1625        | 134.0  | 13802  | 3.8188          | 0.3230   |
| 0.1622        | 135.0  | 13905  | 3.7223          | 0.2955   |
| 0.1852        | 136.0  | 14008  | 3.7774          | 0.3024   |
| 0.1671        | 137.0  | 14111  | 3.8407          | 0.2612   |
| 0.1862        | 138.0  | 14214  | 3.7442          | 0.3196   |
| 0.1808        | 139.0  | 14317  | 3.8458          | 0.3093   |
| 0.1375        | 140.0  | 14420  | 3.7372          | 0.3024   |
| 0.1876        | 141.0  | 14523  | 3.9925          | 0.2990   |
| 0.1693        | 142.0  | 14626  | 3.9364          | 0.3058   |
| 0.1719        | 143.0  | 14729  | 3.9149          | 0.2818   |
| 0.1406        | 144.0  | 14832  | 3.8603          | 0.2955   |
| 0.1709        | 145.0  | 14935  | 3.9216          | 0.3196   |
| 0.1794        | 146.0  | 15038  | 3.8934          | 0.3058   |
| 0.1455        | 147.0  | 15141  | 4.0086          | 0.2784   |
| 0.1959        | 148.0  | 15244  | 3.9358          | 0.3024   |
| 0.1664        | 149.0  | 15347  | 3.9775          | 0.2921   |
| 0.1455        | 150.0  | 15450  | 3.9304          | 0.2990   |
| 0.1819        | 151.0  | 15553  | 4.0299          | 0.2715   |
| 0.1532        | 152.0  | 15656  | 4.1219          | 0.2680   |
| 0.1638        | 153.0  | 15759  | 4.1465          | 0.3093   |
| 0.1579        | 154.0  | 15862  | 4.0596          | 0.2955   |
| 0.1668        | 155.0  | 15965  | 4.0857          | 0.3127   |
| 0.1401        | 156.0  | 16068  | 4.1669          | 0.2921   |
| 0.1452        | 157.0  | 16171  | 4.0430          | 0.2887   |
| 0.1568        | 158.0  | 16274  | 4.0157          | 0.2990   |
| 0.1771        | 159.0  | 16377  | 4.0770          | 0.3093   |
| 0.1383        | 160.0  | 16480  | 4.0888          | 0.2680   |
| 0.1572        | 161.0  | 16583  | 4.2271          | 0.2646   |
| 0.1472        | 162.0  | 16686  | 4.0215          | 0.2852   |
| 0.1534        | 163.0  | 16789  | 4.2248          | 0.3058   |
| 0.136         | 164.0  | 16892  | 4.2159          | 0.2852   |
| 0.1525        | 165.0  | 16995  | 4.0565          | 0.2990   |
| 0.1418        | 166.0  | 17098  | 4.1175          | 0.2852   |
| 0.1374        | 167.0  | 17201  | 4.1708          | 0.2921   |
| 0.1538        | 168.0  | 17304  | 4.2566          | 0.2784   |
| 0.1365        | 169.0  | 17407  | 4.3063          | 0.2577   |
| 0.1661        | 170.0  | 17510  | 4.2231          | 0.2887   |
| 0.1278        | 171.0  | 17613  | 4.3125          | 0.2646   |
| 0.1418        | 172.0  | 17716  | 4.3337          | 0.2646   |
| 0.1538        | 173.0  | 17819  | 4.3129          | 0.2852   |
| 0.1315        | 174.0  | 17922  | 4.3102          | 0.2680   |
| 0.128         | 175.0  | 18025  | 4.2853          | 0.2749   |
| 0.1398        | 176.0  | 18128  | 4.1560          | 0.2715   |
| 0.1525        | 177.0  | 18231  | 4.1812          | 0.2955   |
| 0.1603        | 178.0  | 18334  | 4.1262          | 0.3093   |
| 0.1412        | 179.0  | 18437  | 4.2778          | 0.2887   |
| 0.1521        | 180.0  | 18540  | 4.2881          | 0.2680   |
| 0.1404        | 181.0  | 18643  | 4.3147          | 0.2852   |
| 0.1468        | 182.0  | 18746  | 4.2042          | 0.2749   |
| 0.1448        | 183.0  | 18849  | 4.2110          | 0.2784   |
| 0.1299        | 184.0  | 18952  | 4.2314          | 0.2921   |
| 0.1361        | 185.0  | 19055  | 4.2993          | 0.2749   |
| 0.1455        | 186.0  | 19158  | 4.3509          | 0.3058   |
| 0.1345        | 187.0  | 19261  | 4.2828          | 0.2921   |
| 0.1394        | 188.0  | 19364  | 4.1001          | 0.3093   |
| 0.1415        | 189.0  | 19467  | 4.2179          | 0.2955   |
| 0.1235        | 190.0  | 19570  | 4.2963          | 0.3093   |
| 0.1373        | 191.0  | 19673  | 4.1833          | 0.2715   |
| 0.1323        | 192.0  | 19776  | 4.3057          | 0.2852   |
| 0.1188        | 193.0  | 19879  | 4.3819          | 0.2749   |
| 0.1528        | 194.0  | 19982  | 4.3091          | 0.2749   |
| 0.1365        | 195.0  | 20085  | 4.3870          | 0.2887   |
| 0.1187        | 196.0  | 20188  | 4.2303          | 0.2715   |
| 0.1409        | 197.0  | 20291  | 4.2344          | 0.2784   |
| 0.1346        | 198.0  | 20394  | 4.0637          | 0.3162   |
| 0.1449        | 199.0  | 20497  | 4.3022          | 0.2852   |
| 0.1415        | 200.0  | 20600  | 4.2672          | 0.2990   |
| 0.1283        | 201.0  | 20703  | 4.2363          | 0.2749   |
| 0.1469        | 202.0  | 20806  | 4.2714          | 0.2990   |
| 0.1288        | 203.0  | 20909  | 4.3246          | 0.2818   |
| 0.1334        | 204.0  | 21012  | 4.1711          | 0.2887   |
| 0.1419        | 205.0  | 21115  | 4.3263          | 0.2784   |
| 0.1395        | 206.0  | 21218  | 4.2855          | 0.2990   |
| 0.1255        | 207.0  | 21321  | 4.4301          | 0.2474   |
| 0.1288        | 208.0  | 21424  | 4.3735          | 0.2955   |
| 0.1395        | 209.0  | 21527  | 4.3549          | 0.2852   |
| 0.1144        | 210.0  | 21630  | 4.4569          | 0.2715   |
| 0.1185        | 211.0  | 21733  | 4.5008          | 0.2921   |
| 0.1578        | 212.0  | 21836  | 4.2313          | 0.2818   |
| 0.1434        | 213.0  | 21939  | 4.4445          | 0.2715   |
| 0.1147        | 214.0  | 22042  | 4.4329          | 0.2818   |
| 0.1239        | 215.0  | 22145  | 4.4102          | 0.2715   |
| 0.1315        | 216.0  | 22248  | 4.2503          | 0.2955   |
| 0.1413        | 217.0  | 22351  | 4.5559          | 0.2955   |
| 0.1137        | 218.0  | 22454  | 4.4504          | 0.2990   |
| 0.1412        | 219.0  | 22557  | 4.3377          | 0.3058   |
| 0.1051        | 220.0  | 22660  | 4.5250          | 0.2852   |
| 0.1314        | 221.0  | 22763  | 4.4539          | 0.2646   |
| 0.1284        | 222.0  | 22866  | 4.3481          | 0.2921   |
| 0.1159        | 223.0  | 22969  | 4.4284          | 0.3127   |
| 0.1219        | 224.0  | 23072  | 4.5069          | 0.2749   |
| 0.1183        | 225.0  | 23175  | 4.5461          | 0.2990   |
| 0.1172        | 226.0  | 23278  | 4.3986          | 0.2921   |
| 0.1216        | 227.0  | 23381  | 4.5154          | 0.3127   |
| 0.1207        | 228.0  | 23484  | 4.4848          | 0.2887   |
| 0.1303        | 229.0  | 23587  | 4.3925          | 0.2921   |
| 0.1238        | 230.0  | 23690  | 4.3748          | 0.2990   |
| 0.1126        | 231.0  | 23793  | 4.4806          | 0.3127   |
| 0.1227        | 232.0  | 23896  | 4.4439          | 0.2921   |
| 0.1146        | 233.0  | 23999  | 4.5228          | 0.2921   |
| 0.1168        | 234.0  | 24102  | 4.5614          | 0.2887   |
| 0.1219        | 235.0  | 24205  | 4.4129          | 0.2921   |
| 0.1181        | 236.0  | 24308  | 4.5444          | 0.2990   |
| 0.1167        | 237.0  | 24411  | 4.4038          | 0.2749   |
| 0.1173        | 238.0  | 24514  | 4.3967          | 0.3230   |
| 0.1052        | 239.0  | 24617  | 4.5055          | 0.2887   |
| 0.1216        | 240.0  | 24720  | 4.5693          | 0.3024   |
| 0.1242        | 241.0  | 24823  | 4.4906          | 0.2852   |
| 0.1553        | 242.0  | 24926  | 4.4971          | 0.2990   |
| 0.1377        | 243.0  | 25029  | 4.4536          | 0.2818   |
| 0.1126        | 244.0  | 25132  | 4.5324          | 0.2852   |
| 0.1321        | 245.0  | 25235  | 4.8037          | 0.2646   |
| 0.115         | 246.0  | 25338  | 4.6682          | 0.2715   |
| 0.1311        | 247.0  | 25441  | 4.6374          | 0.3196   |
| 0.1224        | 248.0  | 25544  | 4.7803          | 0.2680   |
| 0.1291        | 249.0  | 25647  | 4.6564          | 0.3093   |
| 0.1138        | 250.0  | 25750  | 4.5188          | 0.3024   |
| 0.1159        | 251.0  | 25853  | 4.5116          | 0.2990   |
| 0.1172        | 252.0  | 25956  | 4.7039          | 0.2921   |
| 0.1256        | 253.0  | 26059  | 4.6462          | 0.2852   |
| 0.1227        | 254.0  | 26162  | 4.7470          | 0.2852   |
| 0.1186        | 255.0  | 26265  | 4.6541          | 0.2921   |
| 0.1114        | 256.0  | 26368  | 4.6005          | 0.2887   |
| 0.1154        | 257.0  | 26471  | 4.5707          | 0.2818   |
| 0.1229        | 258.0  | 26574  | 4.5180          | 0.2749   |
| 0.1138        | 259.0  | 26677  | 4.6220          | 0.2818   |
| 0.0987        | 260.0  | 26780  | 4.6446          | 0.2921   |
| 0.1056        | 261.0  | 26883  | 4.7600          | 0.2715   |
| 0.1362        | 262.0  | 26986  | 4.6703          | 0.2680   |
| 0.1131        | 263.0  | 27089  | 4.6065          | 0.2715   |
| 0.1127        | 264.0  | 27192  | 4.5125          | 0.2784   |
| 0.1248        | 265.0  | 27295  | 4.5967          | 0.2921   |
| 0.111         | 266.0  | 27398  | 4.6182          | 0.2474   |
| 0.1203        | 267.0  | 27501  | 4.5969          | 0.2887   |
| 0.1242        | 268.0  | 27604  | 4.5437          | 0.2749   |
| 0.1041        | 269.0  | 27707  | 4.7105          | 0.2887   |
| 0.1233        | 270.0  | 27810  | 4.6305          | 0.2784   |
| 0.1003        | 271.0  | 27913  | 4.5865          | 0.2990   |
| 0.1144        | 272.0  | 28016  | 4.6216          | 0.2852   |
| 0.1061        | 273.0  | 28119  | 4.5387          | 0.2955   |
| 0.1102        | 274.0  | 28222  | 4.5850          | 0.2921   |
| 0.109         | 275.0  | 28325  | 4.6442          | 0.2921   |
| 0.1277        | 276.0  | 28428  | 4.5837          | 0.2612   |
| 0.1101        | 277.0  | 28531  | 4.7880          | 0.2784   |
| 0.1136        | 278.0  | 28634  | 4.5664          | 0.2646   |
| 0.1125        | 279.0  | 28737  | 4.7245          | 0.2990   |
| 0.1207        | 280.0  | 28840  | 4.7841          | 0.2852   |
| 0.1223        | 281.0  | 28943  | 4.7736          | 0.2852   |
| 0.1132        | 282.0  | 29046  | 4.6193          | 0.2852   |
| 0.1118        | 283.0  | 29149  | 4.7512          | 0.2921   |
| 0.1196        | 284.0  | 29252  | 4.7773          | 0.2680   |
| 0.1035        | 285.0  | 29355  | 4.6611          | 0.2921   |
| 0.1079        | 286.0  | 29458  | 4.6916          | 0.2921   |
| 0.1124        | 287.0  | 29561  | 4.6505          | 0.2680   |
| 0.1024        | 288.0  | 29664  | 4.6303          | 0.2680   |
| 0.101         | 289.0  | 29767  | 4.6079          | 0.2852   |
| 0.124         | 290.0  | 29870  | 4.4566          | 0.2887   |
| 0.1121        | 291.0  | 29973  | 4.5021          | 0.2887   |
| 0.1005        | 292.0  | 30076  | 4.5479          | 0.2852   |
| 0.1152        | 293.0  | 30179  | 4.6658          | 0.2749   |
| 0.113         | 294.0  | 30282  | 4.5608          | 0.2749   |
| 0.112         | 295.0  | 30385  | 4.6577          | 0.2852   |
| 0.1095        | 296.0  | 30488  | 4.5323          | 0.2784   |
| 0.1053        | 297.0  | 30591  | 4.6355          | 0.2921   |
| 0.1138        | 298.0  | 30694  | 4.7187          | 0.2852   |
| 0.1105        | 299.0  | 30797  | 4.6037          | 0.2784   |
| 0.0944        | 300.0  | 30900  | 4.7195          | 0.2646   |
| 0.1027        | 301.0  | 31003  | 4.6786          | 0.2749   |
| 0.0994        | 302.0  | 31106  | 4.7625          | 0.2990   |
| 0.1229        | 303.0  | 31209  | 4.8497          | 0.2715   |
| 0.1094        | 304.0  | 31312  | 4.7454          | 0.2612   |
| 0.1225        | 305.0  | 31415  | 4.7722          | 0.2818   |
| 0.102         | 306.0  | 31518  | 4.8431          | 0.2749   |
| 0.1283        | 307.0  | 31621  | 4.7977          | 0.2784   |
| 0.109         | 308.0  | 31724  | 4.6382          | 0.3127   |
| 0.1193        | 309.0  | 31827  | 4.7094          | 0.2543   |
| 0.1106        | 310.0  | 31930  | 4.7562          | 0.2921   |
| 0.1032        | 311.0  | 32033  | 4.7265          | 0.2577   |
| 0.114         | 312.0  | 32136  | 4.7516          | 0.2852   |
| 0.1265        | 313.0  | 32239  | 4.7882          | 0.2474   |
| 0.1252        | 314.0  | 32342  | 4.7084          | 0.2543   |
| 0.1102        | 315.0  | 32445  | 4.6895          | 0.2887   |
| 0.0984        | 316.0  | 32548  | 4.6341          | 0.3024   |
| 0.0978        | 317.0  | 32651  | 4.6211          | 0.3196   |
| 0.1068        | 318.0  | 32754  | 4.7675          | 0.2921   |
| 0.1017        | 319.0  | 32857  | 4.7061          | 0.2784   |
| 0.1138        | 320.0  | 32960  | 4.7139          | 0.2784   |
| 0.0997        | 321.0  | 33063  | 4.7117          | 0.2852   |
| 0.1036        | 322.0  | 33166  | 4.7136          | 0.3058   |
| 0.0988        | 323.0  | 33269  | 4.7139          | 0.2852   |
| 0.1052        | 324.0  | 33372  | 4.7646          | 0.3058   |
| 0.0957        | 325.0  | 33475  | 4.7901          | 0.2955   |
| 0.1009        | 326.0  | 33578  | 4.7048          | 0.2749   |
| 0.0957        | 327.0  | 33681  | 4.6212          | 0.2955   |
| 0.1244        | 328.0  | 33784  | 4.7481          | 0.2852   |
| 0.1021        | 329.0  | 33887  | 4.7497          | 0.2852   |
| 0.1017        | 330.0  | 33990  | 4.8310          | 0.2749   |
| 0.0957        | 331.0  | 34093  | 4.6941          | 0.3093   |
| 0.1042        | 332.0  | 34196  | 4.7253          | 0.3127   |
| 0.1046        | 333.0  | 34299  | 4.8593          | 0.2784   |
| 0.1103        | 334.0  | 34402  | 4.8480          | 0.2715   |
| 0.09          | 335.0  | 34505  | 4.9101          | 0.3162   |
| 0.1108        | 336.0  | 34608  | 4.7839          | 0.2887   |
| 0.1043        | 337.0  | 34711  | 4.9543          | 0.2680   |
| 0.104         | 338.0  | 34814  | 4.8026          | 0.2990   |
| 0.1015        | 339.0  | 34917  | 4.8008          | 0.2887   |
| 0.1029        | 340.0  | 35020  | 4.9069          | 0.2990   |
| 0.1002        | 341.0  | 35123  | 4.9242          | 0.3024   |
| 0.1076        | 342.0  | 35226  | 4.7199          | 0.2921   |
| 0.1055        | 343.0  | 35329  | 4.8440          | 0.3162   |
| 0.0925        | 344.0  | 35432  | 4.8572          | 0.3230   |
| 0.0827        | 345.0  | 35535  | 4.9133          | 0.3024   |
| 0.1105        | 346.0  | 35638  | 4.9865          | 0.2852   |
| 0.0875        | 347.0  | 35741  | 4.7973          | 0.2955   |
| 0.106         | 348.0  | 35844  | 4.8696          | 0.2955   |
| 0.1083        | 349.0  | 35947  | 4.9786          | 0.2646   |
| 0.105         | 350.0  | 36050  | 4.9114          | 0.2680   |
| 0.1075        | 351.0  | 36153  | 4.8693          | 0.2612   |
| 0.1026        | 352.0  | 36256  | 4.8735          | 0.2887   |
| 0.101         | 353.0  | 36359  | 5.0447          | 0.2646   |
| 0.0944        | 354.0  | 36462  | 4.9492          | 0.2784   |
| 0.1055        | 355.0  | 36565  | 4.9895          | 0.2715   |
| 0.0858        | 356.0  | 36668  | 5.0955          | 0.2440   |
| 0.0955        | 357.0  | 36771  | 5.0106          | 0.2990   |
| 0.1108        | 358.0  | 36874  | 4.9109          | 0.3058   |
| 0.1179        | 359.0  | 36977  | 4.9082          | 0.2852   |
| 0.0984        | 360.0  | 37080  | 4.8480          | 0.3058   |
| 0.0997        | 361.0  | 37183  | 4.8957          | 0.2715   |
| 0.1128        | 362.0  | 37286  | 4.9127          | 0.3058   |
| 0.0961        | 363.0  | 37389  | 5.0965          | 0.2784   |
| 0.1096        | 364.0  | 37492  | 5.0317          | 0.2887   |
| 0.0916        | 365.0  | 37595  | 4.9745          | 0.2887   |
| 0.1057        | 366.0  | 37698  | 4.8775          | 0.2680   |
| 0.0932        | 367.0  | 37801  | 5.0282          | 0.2680   |
| 0.1072        | 368.0  | 37904  | 4.8097          | 0.2646   |
| 0.0973        | 369.0  | 38007  | 4.9321          | 0.2749   |
| 0.1034        | 370.0  | 38110  | 4.8176          | 0.2715   |
| 0.1084        | 371.0  | 38213  | 4.8562          | 0.2852   |
| 0.0957        | 372.0  | 38316  | 4.9466          | 0.2852   |
| 0.1049        | 373.0  | 38419  | 4.8515          | 0.2612   |
| 0.097         | 374.0  | 38522  | 4.8833          | 0.2887   |
| 0.1008        | 375.0  | 38625  | 4.9442          | 0.2887   |
| 0.1019        | 376.0  | 38728  | 4.8345          | 0.2818   |
| 0.1083        | 377.0  | 38831  | 4.9350          | 0.2749   |
| 0.1181        | 378.0  | 38934  | 4.8605          | 0.2612   |
| 0.1043        | 379.0  | 39037  | 4.8783          | 0.2921   |
| 0.1212        | 380.0  | 39140  | 4.8641          | 0.2852   |
| 0.0941        | 381.0  | 39243  | 4.9772          | 0.2955   |
| 0.0986        | 382.0  | 39346  | 4.9191          | 0.2715   |
| 0.1054        | 383.0  | 39449  | 5.0695          | 0.2818   |
| 0.1066        | 384.0  | 39552  | 5.1141          | 0.2852   |
| 0.0929        | 385.0  | 39655  | 5.0176          | 0.2680   |
| 0.102         | 386.0  | 39758  | 4.7790          | 0.2749   |
| 0.103         | 387.0  | 39861  | 4.7348          | 0.2818   |
| 0.107         | 388.0  | 39964  | 4.6667          | 0.2921   |
| 0.0922        | 389.0  | 40067  | 4.6687          | 0.2680   |
| 0.102         | 390.0  | 40170  | 4.8450          | 0.2680   |
| 0.0958        | 391.0  | 40273  | 5.1279          | 0.2680   |
| 0.0908        | 392.0  | 40376  | 4.9624          | 0.2921   |
| 0.0988        | 393.0  | 40479  | 5.1676          | 0.2955   |
| 0.0995        | 394.0  | 40582  | 4.8726          | 0.3058   |
| 0.1087        | 395.0  | 40685  | 4.9525          | 0.2818   |
| 0.11          | 396.0  | 40788  | 5.0258          | 0.2543   |
| 0.0916        | 397.0  | 40891  | 5.0114          | 0.3265   |
| 0.089         | 398.0  | 40994  | 4.9689          | 0.3058   |
| 0.1089        | 399.0  | 41097  | 4.8648          | 0.3058   |
| 0.085         | 400.0  | 41200  | 4.7376          | 0.2990   |
| 0.1135        | 401.0  | 41303  | 4.9685          | 0.2955   |
| 0.1032        | 402.0  | 41406  | 4.6955          | 0.3162   |
| 0.0987        | 403.0  | 41509  | 4.8972          | 0.2990   |
| 0.1112        | 404.0  | 41612  | 4.8028          | 0.2887   |
| 0.0926        | 405.0  | 41715  | 4.6858          | 0.3265   |
| 0.1032        | 406.0  | 41818  | 4.7680          | 0.3127   |
| 0.1066        | 407.0  | 41921  | 4.8087          | 0.2887   |
| 0.1053        | 408.0  | 42024  | 4.8871          | 0.2852   |
| 0.0999        | 409.0  | 42127  | 4.7056          | 0.2818   |
| 0.0929        | 410.0  | 42230  | 4.8846          | 0.2852   |
| 0.1138        | 411.0  | 42333  | 4.7741          | 0.2990   |
| 0.1126        | 412.0  | 42436  | 4.9157          | 0.2887   |
| 0.0835        | 413.0  | 42539  | 4.9607          | 0.2784   |
| 0.1004        | 414.0  | 42642  | 4.7718          | 0.3024   |
| 0.0972        | 415.0  | 42745  | 4.8288          | 0.3058   |
| 0.1023        | 416.0  | 42848  | 4.9083          | 0.2646   |
| 0.0948        | 417.0  | 42951  | 4.8509          | 0.2887   |
| 0.0918        | 418.0  | 43054  | 4.8323          | 0.2715   |
| 0.0961        | 419.0  | 43157  | 4.9570          | 0.2818   |
| 0.0911        | 420.0  | 43260  | 4.9581          | 0.2680   |
| 0.0927        | 421.0  | 43363  | 4.9856          | 0.2852   |
| 0.0907        | 422.0  | 43466  | 4.9146          | 0.2818   |
| 0.1039        | 423.0  | 43569  | 4.7813          | 0.2818   |
| 0.1093        | 424.0  | 43672  | 4.9574          | 0.3024   |
| 0.0859        | 425.0  | 43775  | 4.8934          | 0.2818   |
| 0.111         | 426.0  | 43878  | 4.8562          | 0.2887   |
| 0.0944        | 427.0  | 43981  | 4.8261          | 0.3058   |
| 0.1           | 428.0  | 44084  | 4.8226          | 0.2990   |
| 0.0965        | 429.0  | 44187  | 4.8104          | 0.3127   |
| 0.0905        | 430.0  | 44290  | 4.7416          | 0.3058   |
| 0.1095        | 431.0  | 44393  | 5.0877          | 0.2715   |
| 0.0855        | 432.0  | 44496  | 4.9392          | 0.2784   |
| 0.1079        | 433.0  | 44599  | 4.8227          | 0.3024   |
| 0.102         | 434.0  | 44702  | 4.9779          | 0.2784   |
| 0.0888        | 435.0  | 44805  | 4.9958          | 0.2955   |
| 0.0842        | 436.0  | 44908  | 4.7461          | 0.3093   |
| 0.0918        | 437.0  | 45011  | 5.0597          | 0.2646   |
| 0.0911        | 438.0  | 45114  | 4.9771          | 0.2784   |
| 0.0859        | 439.0  | 45217  | 4.8373          | 0.2990   |
| 0.0916        | 440.0  | 45320  | 4.7408          | 0.3093   |
| 0.0988        | 441.0  | 45423  | 4.7879          | 0.2612   |
| 0.0994        | 442.0  | 45526  | 4.7355          | 0.2990   |
| 0.102         | 443.0  | 45629  | 4.8696          | 0.3196   |
| 0.0951        | 444.0  | 45732  | 4.9578          | 0.2955   |
| 0.0843        | 445.0  | 45835  | 5.0340          | 0.3093   |
| 0.0927        | 446.0  | 45938  | 5.0122          | 0.3058   |
| 0.1028        | 447.0  | 46041  | 4.8365          | 0.2887   |
| 0.0988        | 448.0  | 46144  | 4.9790          | 0.2543   |
| 0.0993        | 449.0  | 46247  | 4.8574          | 0.2818   |
| 0.0935        | 450.0  | 46350  | 5.0489          | 0.2784   |
| 0.0942        | 451.0  | 46453  | 4.9593          | 0.2715   |
| 0.0875        | 452.0  | 46556  | 4.9571          | 0.2887   |
| 0.0968        | 453.0  | 46659  | 4.8004          | 0.3058   |
| 0.0969        | 454.0  | 46762  | 5.1910          | 0.2852   |
| 0.0954        | 455.0  | 46865  | 5.0355          | 0.2784   |
| 0.1008        | 456.0  | 46968  | 4.8536          | 0.2990   |
| 0.09          | 457.0  | 47071  | 4.7043          | 0.2715   |
| 0.1064        | 458.0  | 47174  | 4.8734          | 0.2749   |
| 0.0902        | 459.0  | 47277  | 4.9062          | 0.3299   |
| 0.0831        | 460.0  | 47380  | 5.0669          | 0.3058   |
| 0.1008        | 461.0  | 47483  | 5.1403          | 0.2784   |
| 0.0883        | 462.0  | 47586  | 5.1774          | 0.2818   |
| 0.0915        | 463.0  | 47689  | 5.1486          | 0.2852   |
| 0.1124        | 464.0  | 47792  | 5.1076          | 0.3093   |
| 0.0892        | 465.0  | 47895  | 5.0262          | 0.2784   |
| 0.088         | 466.0  | 47998  | 5.1672          | 0.2749   |
| 0.0969        | 467.0  | 48101  | 5.1796          | 0.2784   |
| 0.0851        | 468.0  | 48204  | 5.1422          | 0.2646   |
| 0.094         | 469.0  | 48307  | 5.1663          | 0.2509   |
| 0.085         | 470.0  | 48410  | 5.2027          | 0.2715   |
| 0.0953        | 471.0  | 48513  | 5.0788          | 0.2955   |
| 0.097         | 472.0  | 48616  | 5.1568          | 0.2680   |
| 0.092         | 473.0  | 48719  | 5.0175          | 0.2749   |
| 0.0876        | 474.0  | 48822  | 5.0064          | 0.2852   |
| 0.0984        | 475.0  | 48925  | 4.9885          | 0.2784   |
| 0.0781        | 476.0  | 49028  | 5.1671          | 0.2715   |
| 0.1001        | 477.0  | 49131  | 5.2429          | 0.2749   |
| 0.085         | 478.0  | 49234  | 5.2670          | 0.2749   |
| 0.0924        | 479.0  | 49337  | 5.0759          | 0.2784   |
| 0.0855        | 480.0  | 49440  | 5.2673          | 0.2955   |
| 0.1018        | 481.0  | 49543  | 5.1715          | 0.3127   |
| 0.0883        | 482.0  | 49646  | 5.0860          | 0.2887   |
| 0.101         | 483.0  | 49749  | 5.1873          | 0.2818   |
| 0.1061        | 484.0  | 49852  | 5.1156          | 0.2852   |
| 0.1091        | 485.0  | 49955  | 5.1338          | 0.2887   |
| 0.0935        | 486.0  | 50058  | 5.0872          | 0.2680   |
| 0.0983        | 487.0  | 50161  | 5.0349          | 0.2818   |
| 0.0955        | 488.0  | 50264  | 5.1492          | 0.2955   |
| 0.1065        | 489.0  | 50367  | 5.0529          | 0.2749   |
| 0.0771        | 490.0  | 50470  | 5.0177          | 0.2818   |
| 0.0962        | 491.0  | 50573  | 5.0682          | 0.2887   |
| 0.0701        | 492.0  | 50676  | 5.1446          | 0.2852   |
| 0.0908        | 493.0  | 50779  | 5.1319          | 0.2955   |
| 0.0957        | 494.0  | 50882  | 5.1732          | 0.2543   |
| 0.1039        | 495.0  | 50985  | 5.1408          | 0.2715   |
| 0.0947        | 496.0  | 51088  | 5.1906          | 0.2680   |
| 0.097         | 497.0  | 51191  | 5.3184          | 0.2405   |
| 0.0848        | 498.0  | 51294  | 5.1346          | 0.2921   |
| 0.0855        | 499.0  | 51397  | 5.0153          | 0.2784   |
| 0.1041        | 500.0  | 51500  | 5.1230          | 0.2612   |
| 0.0936        | 501.0  | 51603  | 5.1331          | 0.2715   |
| 0.0934        | 502.0  | 51706  | 5.1767          | 0.2612   |
| 0.0966        | 503.0  | 51809  | 5.0495          | 0.2921   |
| 0.0953        | 504.0  | 51912  | 5.0618          | 0.2543   |
| 0.0852        | 505.0  | 52015  | 5.1167          | 0.2818   |
| 0.0889        | 506.0  | 52118  | 5.0981          | 0.3058   |
| 0.0854        | 507.0  | 52221  | 5.1853          | 0.2955   |
| 0.0877        | 508.0  | 52324  | 5.2161          | 0.2887   |
| 0.1074        | 509.0  | 52427  | 5.1670          | 0.2646   |
| 0.1055        | 510.0  | 52530  | 5.0545          | 0.2749   |
| 0.0789        | 511.0  | 52633  | 5.0691          | 0.2509   |
| 0.0816        | 512.0  | 52736  | 5.0847          | 0.2887   |
| 0.0818        | 513.0  | 52839  | 5.1307          | 0.3024   |
| 0.0999        | 514.0  | 52942  | 5.1029          | 0.2852   |
| 0.0787        | 515.0  | 53045  | 5.2270          | 0.2955   |
| 0.0892        | 516.0  | 53148  | 5.1925          | 0.3024   |
| 0.0995        | 517.0  | 53251  | 5.2463          | 0.2955   |
| 0.0812        | 518.0  | 53354  | 5.3743          | 0.2955   |
| 0.101         | 519.0  | 53457  | 5.1906          | 0.2852   |
| 0.082         | 520.0  | 53560  | 5.1656          | 0.2887   |
| 0.0904        | 521.0  | 53663  | 5.1051          | 0.2921   |
| 0.0909        | 522.0  | 53766  | 5.2543          | 0.2990   |
| 0.1033        | 523.0  | 53869  | 5.2171          | 0.2784   |
| 0.0793        | 524.0  | 53972  | 5.2428          | 0.2955   |
| 0.0879        | 525.0  | 54075  | 5.3480          | 0.2955   |
| 0.0836        | 526.0  | 54178  | 5.2810          | 0.2784   |
| 0.0886        | 527.0  | 54281  | 5.2532          | 0.2955   |
| 0.0881        | 528.0  | 54384  | 5.4993          | 0.2646   |
| 0.1158        | 529.0  | 54487  | 5.2754          | 0.2749   |
| 0.0984        | 530.0  | 54590  | 5.2237          | 0.2509   |
| 0.0974        | 531.0  | 54693  | 5.4133          | 0.2715   |
| 0.0892        | 532.0  | 54796  | 5.2500          | 0.2852   |
| 0.0892        | 533.0  | 54899  | 5.3204          | 0.2612   |
| 0.0873        | 534.0  | 55002  | 5.2275          | 0.2749   |
| 0.0882        | 535.0  | 55105  | 5.2049          | 0.2921   |
| 0.0915        | 536.0  | 55208  | 5.2155          | 0.2990   |
| 0.0759        | 537.0  | 55311  | 5.2795          | 0.2818   |
| 0.0893        | 538.0  | 55414  | 5.2271          | 0.2852   |
| 0.0845        | 539.0  | 55517  | 5.2346          | 0.2680   |
| 0.0912        | 540.0  | 55620  | 5.2443          | 0.3093   |
| 0.0804        | 541.0  | 55723  | 5.2777          | 0.2921   |
| 0.0753        | 542.0  | 55826  | 5.3583          | 0.2680   |
| 0.0829        | 543.0  | 55929  | 5.1900          | 0.2852   |
| 0.0984        | 544.0  | 56032  | 5.1930          | 0.2990   |
| 0.0993        | 545.0  | 56135  | 5.1223          | 0.3093   |
| 0.0793        | 546.0  | 56238  | 5.2101          | 0.3024   |
| 0.0912        | 547.0  | 56341  | 5.2742          | 0.2749   |
| 0.0892        | 548.0  | 56444  | 5.1734          | 0.2921   |
| 0.1029        | 549.0  | 56547  | 5.2658          | 0.2921   |
| 0.0863        | 550.0  | 56650  | 5.2372          | 0.2990   |
| 0.1017        | 551.0  | 56753  | 5.2105          | 0.2680   |
| 0.0883        | 552.0  | 56856  | 5.1055          | 0.2955   |
| 0.1042        | 553.0  | 56959  | 5.2432          | 0.2612   |
| 0.0817        | 554.0  | 57062  | 5.2423          | 0.2921   |
| 0.0869        | 555.0  | 57165  | 5.2250          | 0.2784   |
| 0.0843        | 556.0  | 57268  | 5.1962          | 0.2887   |
| 0.0887        | 557.0  | 57371  | 5.1148          | 0.2990   |
| 0.0838        | 558.0  | 57474  | 5.0202          | 0.2852   |
| 0.0759        | 559.0  | 57577  | 5.0678          | 0.3265   |
| 0.0934        | 560.0  | 57680  | 4.9558          | 0.3265   |
| 0.0858        | 561.0  | 57783  | 5.0168          | 0.3093   |
| 0.0873        | 562.0  | 57886  | 5.0457          | 0.3058   |
| 0.0902        | 563.0  | 57989  | 5.0469          | 0.3230   |
| 0.0793        | 564.0  | 58092  | 4.9871          | 0.3265   |
| 0.0882        | 565.0  | 58195  | 5.1584          | 0.3162   |
| 0.0984        | 566.0  | 58298  | 5.0747          | 0.3230   |
| 0.0824        | 567.0  | 58401  | 5.1735          | 0.3196   |
| 0.0794        | 568.0  | 58504  | 5.1323          | 0.3265   |
| 0.0847        | 569.0  | 58607  | 5.1292          | 0.3230   |
| 0.0833        | 570.0  | 58710  | 5.0710          | 0.3265   |
| 0.0831        | 571.0  | 58813  | 5.1205          | 0.2955   |
| 0.0922        | 572.0  | 58916  | 5.1007          | 0.2990   |
| 0.0906        | 573.0  | 59019  | 5.1924          | 0.2955   |
| 0.1079        | 574.0  | 59122  | 5.1933          | 0.2955   |
| 0.0943        | 575.0  | 59225  | 5.1558          | 0.3024   |
| 0.0877        | 576.0  | 59328  | 5.1573          | 0.2990   |
| 0.0977        | 577.0  | 59431  | 5.0311          | 0.2990   |
| 0.0751        | 578.0  | 59534  | 5.1581          | 0.2887   |
| 0.096         | 579.0  | 59637  | 5.2115          | 0.2818   |
| 0.0902        | 580.0  | 59740  | 5.2544          | 0.2921   |
| 0.1052        | 581.0  | 59843  | 5.1612          | 0.3196   |
| 0.0763        | 582.0  | 59946  | 5.1434          | 0.2921   |
| 0.0904        | 583.0  | 60049  | 5.1911          | 0.2955   |
| 0.0868        | 584.0  | 60152  | 5.1716          | 0.3024   |
| 0.091         | 585.0  | 60255  | 5.1767          | 0.2818   |
| 0.0936        | 586.0  | 60358  | 5.1801          | 0.2852   |
| 0.082         | 587.0  | 60461  | 5.0496          | 0.2852   |
| 0.0999        | 588.0  | 60564  | 5.2585          | 0.2852   |
| 0.0826        | 589.0  | 60667  | 5.2566          | 0.2887   |
| 0.0949        | 590.0  | 60770  | 5.3015          | 0.2990   |
| 0.0828        | 591.0  | 60873  | 5.1411          | 0.3093   |
| 0.0827        | 592.0  | 60976  | 5.1199          | 0.3024   |
| 0.0943        | 593.0  | 61079  | 5.1063          | 0.3024   |
| 0.076         | 594.0  | 61182  | 5.1141          | 0.3093   |
| 0.0917        | 595.0  | 61285  | 5.1414          | 0.2990   |
| 0.0976        | 596.0  | 61388  | 5.1441          | 0.2955   |
| 0.0804        | 597.0  | 61491  | 5.1681          | 0.3024   |
| 0.0923        | 598.0  | 61594  | 5.1333          | 0.3024   |
| 0.093         | 599.0  | 61697  | 5.1260          | 0.2921   |
| 0.0926        | 600.0  | 61800  | 5.1560          | 0.3196   |
| 0.0844        | 601.0  | 61903  | 5.1931          | 0.2990   |
| 0.0847        | 602.0  | 62006  | 5.0865          | 0.3024   |
| 0.0822        | 603.0  | 62109  | 5.0862          | 0.3127   |
| 0.0771        | 604.0  | 62212  | 5.0475          | 0.3058   |
| 0.0885        | 605.0  | 62315  | 5.0884          | 0.3093   |
| 0.0809        | 606.0  | 62418  | 5.2159          | 0.2921   |
| 0.0892        | 607.0  | 62521  | 5.0867          | 0.3093   |
| 0.085         | 608.0  | 62624  | 5.0848          | 0.3058   |
| 0.0828        | 609.0  | 62727  | 5.2343          | 0.3093   |
| 0.0978        | 610.0  | 62830  | 5.1203          | 0.2921   |
| 0.0922        | 611.0  | 62933  | 5.2543          | 0.2921   |
| 0.091         | 612.0  | 63036  | 5.1228          | 0.2784   |
| 0.0926        | 613.0  | 63139  | 5.3064          | 0.2887   |
| 0.078         | 614.0  | 63242  | 5.3367          | 0.2921   |
| 0.0791        | 615.0  | 63345  | 5.2738          | 0.3058   |
| 0.0803        | 616.0  | 63448  | 5.2698          | 0.2990   |
| 0.0936        | 617.0  | 63551  | 5.3062          | 0.3162   |
| 0.0894        | 618.0  | 63654  | 5.3834          | 0.2990   |
| 0.0794        | 619.0  | 63757  | 5.2768          | 0.3196   |
| 0.0885        | 620.0  | 63860  | 5.2569          | 0.2990   |
| 0.0866        | 621.0  | 63963  | 5.3325          | 0.2955   |
| 0.079         | 622.0  | 64066  | 5.2798          | 0.2887   |
| 0.084         | 623.0  | 64169  | 5.4603          | 0.2715   |
| 0.0886        | 624.0  | 64272  | 5.2922          | 0.2784   |
| 0.0726        | 625.0  | 64375  | 5.1952          | 0.2921   |
| 0.0893        | 626.0  | 64478  | 5.4114          | 0.2543   |
| 0.0881        | 627.0  | 64581  | 5.4867          | 0.2509   |
| 0.079         | 628.0  | 64684  | 5.4838          | 0.2887   |
| 0.0933        | 629.0  | 64787  | 5.5214          | 0.2921   |
| 0.0795        | 630.0  | 64890  | 5.4256          | 0.2818   |
| 0.0882        | 631.0  | 64993  | 5.3628          | 0.2818   |
| 0.0826        | 632.0  | 65096  | 5.2816          | 0.2921   |
| 0.0853        | 633.0  | 65199  | 5.2615          | 0.2749   |
| 0.0862        | 634.0  | 65302  | 5.2622          | 0.2955   |
| 0.0823        | 635.0  | 65405  | 5.3123          | 0.2955   |
| 0.0915        | 636.0  | 65508  | 5.2486          | 0.2852   |
| 0.0776        | 637.0  | 65611  | 5.2641          | 0.2955   |
| 0.0799        | 638.0  | 65714  | 5.4327          | 0.2887   |
| 0.0925        | 639.0  | 65817  | 5.3664          | 0.2852   |
| 0.0865        | 640.0  | 65920  | 5.3066          | 0.2990   |
| 0.09          | 641.0  | 66023  | 5.0985          | 0.3127   |
| 0.0867        | 642.0  | 66126  | 5.1732          | 0.2955   |
| 0.084         | 643.0  | 66229  | 5.2330          | 0.3127   |
| 0.0806        | 644.0  | 66332  | 5.2097          | 0.3162   |
| 0.0821        | 645.0  | 66435  | 5.3272          | 0.2990   |
| 0.0869        | 646.0  | 66538  | 5.3930          | 0.3024   |
| 0.0777        | 647.0  | 66641  | 5.3346          | 0.2990   |
| 0.0822        | 648.0  | 66744  | 5.2165          | 0.2990   |
| 0.0967        | 649.0  | 66847  | 5.2284          | 0.3024   |
| 0.0792        | 650.0  | 66950  | 5.3921          | 0.3024   |
| 0.0849        | 651.0  | 67053  | 5.5296          | 0.2749   |
| 0.0854        | 652.0  | 67156  | 5.4795          | 0.2852   |
| 0.0796        | 653.0  | 67259  | 5.3334          | 0.2784   |
| 0.093         | 654.0  | 67362  | 5.3140          | 0.3058   |
| 0.076         | 655.0  | 67465  | 5.3064          | 0.2887   |
| 0.086         | 656.0  | 67568  | 5.3858          | 0.2990   |
| 0.0856        | 657.0  | 67671  | 5.3206          | 0.2887   |
| 0.0826        | 658.0  | 67774  | 5.2731          | 0.2852   |
| 0.0972        | 659.0  | 67877  | 5.3104          | 0.2921   |
| 0.0828        | 660.0  | 67980  | 5.3299          | 0.2955   |
| 0.0792        | 661.0  | 68083  | 5.4611          | 0.2818   |
| 0.0839        | 662.0  | 68186  | 5.4076          | 0.2749   |
| 0.0816        | 663.0  | 68289  | 5.3335          | 0.2852   |
| 0.0786        | 664.0  | 68392  | 5.3885          | 0.2577   |
| 0.0958        | 665.0  | 68495  | 5.4822          | 0.2543   |
| 0.0872        | 666.0  | 68598  | 5.4748          | 0.2784   |
| 0.0823        | 667.0  | 68701  | 5.3412          | 0.2887   |
| 0.0845        | 668.0  | 68804  | 5.2716          | 0.2955   |
| 0.0882        | 669.0  | 68907  | 5.4058          | 0.2818   |
| 0.0794        | 670.0  | 69010  | 5.5217          | 0.2543   |
| 0.0876        | 671.0  | 69113  | 5.3548          | 0.2784   |
| 0.0754        | 672.0  | 69216  | 5.3593          | 0.2921   |
| 0.0842        | 673.0  | 69319  | 5.4261          | 0.2680   |
| 0.0832        | 674.0  | 69422  | 5.3608          | 0.2887   |
| 0.0874        | 675.0  | 69525  | 5.4222          | 0.2784   |
| 0.0822        | 676.0  | 69628  | 5.2592          | 0.3058   |
| 0.0852        | 677.0  | 69731  | 5.2905          | 0.2921   |
| 0.0819        | 678.0  | 69834  | 5.2874          | 0.2955   |
| 0.0842        | 679.0  | 69937  | 5.5141          | 0.2887   |
| 0.0871        | 680.0  | 70040  | 5.3684          | 0.2990   |
| 0.0756        | 681.0  | 70143  | 5.4528          | 0.2887   |
| 0.0844        | 682.0  | 70246  | 5.3712          | 0.2818   |
| 0.0774        | 683.0  | 70349  | 5.3621          | 0.2818   |
| 0.0914        | 684.0  | 70452  | 5.3721          | 0.3024   |
| 0.0883        | 685.0  | 70555  | 5.2809          | 0.2955   |
| 0.0812        | 686.0  | 70658  | 5.3432          | 0.2955   |
| 0.0838        | 687.0  | 70761  | 5.3131          | 0.3162   |
| 0.081         | 688.0  | 70864  | 5.3051          | 0.3058   |
| 0.0785        | 689.0  | 70967  | 5.2396          | 0.3024   |
| 0.0842        | 690.0  | 71070  | 5.2475          | 0.2818   |
| 0.0956        | 691.0  | 71173  | 5.3493          | 0.3058   |
| 0.0823        | 692.0  | 71276  | 5.2118          | 0.3127   |
| 0.0841        | 693.0  | 71379  | 5.1624          | 0.3127   |
| 0.078         | 694.0  | 71482  | 5.2229          | 0.3162   |
| 0.0831        | 695.0  | 71585  | 5.2669          | 0.3127   |
| 0.0863        | 696.0  | 71688  | 5.2763          | 0.3024   |
| 0.0957        | 697.0  | 71791  | 5.3014          | 0.3333   |
| 0.0775        | 698.0  | 71894  | 5.3820          | 0.2990   |
| 0.0907        | 699.0  | 71997  | 5.4359          | 0.3127   |
| 0.0802        | 700.0  | 72100  | 5.4012          | 0.3058   |
| 0.0799        | 701.0  | 72203  | 5.3790          | 0.2784   |
| 0.0822        | 702.0  | 72306  | 5.3593          | 0.2955   |
| 0.0841        | 703.0  | 72409  | 5.3180          | 0.2990   |
| 0.0883        | 704.0  | 72512  | 5.2755          | 0.3024   |
| 0.0863        | 705.0  | 72615  | 5.2439          | 0.3024   |
| 0.0776        | 706.0  | 72718  | 5.2928          | 0.2887   |
| 0.0854        | 707.0  | 72821  | 5.3421          | 0.2749   |
| 0.0853        | 708.0  | 72924  | 5.3366          | 0.2852   |
| 0.0864        | 709.0  | 73027  | 5.3050          | 0.2990   |
| 0.0802        | 710.0  | 73130  | 5.3095          | 0.3024   |
| 0.0868        | 711.0  | 73233  | 5.3088          | 0.2921   |
| 0.0817        | 712.0  | 73336  | 5.2846          | 0.2955   |
| 0.0848        | 713.0  | 73439  | 5.3219          | 0.2612   |
| 0.0891        | 714.0  | 73542  | 5.3707          | 0.2646   |
| 0.0829        | 715.0  | 73645  | 5.3405          | 0.2852   |
| 0.0882        | 716.0  | 73748  | 5.1875          | 0.3024   |
| 0.0944        | 717.0  | 73851  | 5.2667          | 0.2921   |
| 0.0713        | 718.0  | 73954  | 5.2920          | 0.2818   |
| 0.0855        | 719.0  | 74057  | 5.1722          | 0.2955   |
| 0.0812        | 720.0  | 74160  | 5.1372          | 0.2921   |
| 0.0731        | 721.0  | 74263  | 5.1013          | 0.2921   |
| 0.0845        | 722.0  | 74366  | 5.1055          | 0.2990   |
| 0.0857        | 723.0  | 74469  | 5.2164          | 0.2921   |
| 0.0843        | 724.0  | 74572  | 5.3023          | 0.2852   |
| 0.084         | 725.0  | 74675  | 5.1233          | 0.3127   |
| 0.0846        | 726.0  | 74778  | 5.3163          | 0.2680   |
| 0.0838        | 727.0  | 74881  | 5.2244          | 0.2749   |
| 0.0815        | 728.0  | 74984  | 5.1616          | 0.2784   |
| 0.0849        | 729.0  | 75087  | 5.1514          | 0.2955   |
| 0.0818        | 730.0  | 75190  | 5.1428          | 0.2990   |
| 0.0751        | 731.0  | 75293  | 5.1820          | 0.2749   |
| 0.0766        | 732.0  | 75396  | 5.2326          | 0.2749   |
| 0.0772        | 733.0  | 75499  | 5.2083          | 0.2955   |
| 0.0846        | 734.0  | 75602  | 5.3257          | 0.2887   |
| 0.0811        | 735.0  | 75705  | 5.3460          | 0.2784   |
| 0.089         | 736.0  | 75808  | 5.3004          | 0.2852   |
| 0.0711        | 737.0  | 75911  | 5.2424          | 0.2955   |
| 0.0852        | 738.0  | 76014  | 5.3143          | 0.2612   |
| 0.0798        | 739.0  | 76117  | 5.3268          | 0.2646   |
| 0.0783        | 740.0  | 76220  | 5.2696          | 0.2921   |
| 0.086         | 741.0  | 76323  | 5.2744          | 0.2749   |
| 0.0778        | 742.0  | 76426  | 5.3274          | 0.2818   |
| 0.0832        | 743.0  | 76529  | 5.3297          | 0.2852   |
| 0.0826        | 744.0  | 76632  | 5.2858          | 0.2990   |
| 0.0792        | 745.0  | 76735  | 5.3368          | 0.2852   |
| 0.0787        | 746.0  | 76838  | 5.3574          | 0.2749   |
| 0.0732        | 747.0  | 76941  | 5.3469          | 0.2852   |
| 0.0857        | 748.0  | 77044  | 5.2975          | 0.2955   |
| 0.07          | 749.0  | 77147  | 5.3372          | 0.2784   |
| 0.0829        | 750.0  | 77250  | 5.2525          | 0.2921   |
| 0.0794        | 751.0  | 77353  | 5.3314          | 0.2852   |
| 0.0781        | 752.0  | 77456  | 5.3318          | 0.2715   |
| 0.0914        | 753.0  | 77559  | 5.2651          | 0.2715   |
| 0.0822        | 754.0  | 77662  | 5.3557          | 0.2852   |
| 0.0782        | 755.0  | 77765  | 5.4120          | 0.2818   |
| 0.0828        | 756.0  | 77868  | 5.4191          | 0.2921   |
| 0.0747        | 757.0  | 77971  | 5.4100          | 0.3058   |
| 0.0765        | 758.0  | 78074  | 5.3832          | 0.3024   |
| 0.077         | 759.0  | 78177  | 5.3801          | 0.2955   |
| 0.0751        | 760.0  | 78280  | 5.3274          | 0.3058   |
| 0.0821        | 761.0  | 78383  | 5.3911          | 0.2955   |
| 0.0854        | 762.0  | 78486  | 5.4113          | 0.3093   |
| 0.0765        | 763.0  | 78589  | 5.3642          | 0.3024   |
| 0.0787        | 764.0  | 78692  | 5.3545          | 0.2887   |
| 0.0842        | 765.0  | 78795  | 5.3986          | 0.2990   |
| 0.0856        | 766.0  | 78898  | 5.4038          | 0.2887   |
| 0.082         | 767.0  | 79001  | 5.3815          | 0.3058   |
| 0.0787        | 768.0  | 79104  | 5.4093          | 0.2852   |
| 0.0731        | 769.0  | 79207  | 5.3961          | 0.2955   |
| 0.0762        | 770.0  | 79310  | 5.3746          | 0.3093   |
| 0.0874        | 771.0  | 79413  | 5.3983          | 0.3058   |
| 0.0835        | 772.0  | 79516  | 5.4264          | 0.2887   |
| 0.0841        | 773.0  | 79619  | 5.4252          | 0.2990   |
| 0.0792        | 774.0  | 79722  | 5.3730          | 0.3058   |
| 0.0816        | 775.0  | 79825  | 5.3834          | 0.3127   |
| 0.0928        | 776.0  | 79928  | 5.4694          | 0.2887   |
| 0.0739        | 777.0  | 80031  | 5.3801          | 0.2887   |
| 0.0778        | 778.0  | 80134  | 5.3827          | 0.2818   |
| 0.0826        | 779.0  | 80237  | 5.4980          | 0.2887   |
| 0.0873        | 780.0  | 80340  | 5.3884          | 0.2749   |
| 0.0762        | 781.0  | 80443  | 5.3831          | 0.2887   |
| 0.0802        | 782.0  | 80546  | 5.4449          | 0.2852   |
| 0.0832        | 783.0  | 80649  | 5.4030          | 0.2921   |
| 0.0716        | 784.0  | 80752  | 5.4508          | 0.2955   |
| 0.0885        | 785.0  | 80855  | 5.3869          | 0.2887   |
| 0.0685        | 786.0  | 80958  | 5.3692          | 0.2990   |
| 0.0797        | 787.0  | 81061  | 5.3884          | 0.3024   |
| 0.0748        | 788.0  | 81164  | 5.3263          | 0.3162   |
| 0.0741        | 789.0  | 81267  | 5.3524          | 0.3024   |
| 0.0767        | 790.0  | 81370  | 5.2625          | 0.3230   |
| 0.0814        | 791.0  | 81473  | 5.2668          | 0.3299   |
| 0.0845        | 792.0  | 81576  | 5.2356          | 0.3093   |
| 0.076         | 793.0  | 81679  | 5.2616          | 0.3230   |
| 0.0769        | 794.0  | 81782  | 5.3046          | 0.3333   |
| 0.0866        | 795.0  | 81885  | 5.2902          | 0.3299   |
| 0.0772        | 796.0  | 81988  | 5.3078          | 0.3127   |
| 0.079         | 797.0  | 82091  | 5.2889          | 0.2955   |
| 0.0797        | 798.0  | 82194  | 5.2158          | 0.2990   |
| 0.0802        | 799.0  | 82297  | 5.3130          | 0.3024   |
| 0.0859        | 800.0  | 82400  | 5.2843          | 0.3162   |
| 0.0789        | 801.0  | 82503  | 5.2430          | 0.3127   |
| 0.0809        | 802.0  | 82606  | 5.2167          | 0.3436   |
| 0.0787        | 803.0  | 82709  | 5.2202          | 0.3127   |
| 0.0878        | 804.0  | 82812  | 5.3567          | 0.3024   |
| 0.0772        | 805.0  | 82915  | 5.3986          | 0.2887   |
| 0.0809        | 806.0  | 83018  | 5.3578          | 0.2887   |
| 0.0815        | 807.0  | 83121  | 5.3142          | 0.3093   |
| 0.0762        | 808.0  | 83224  | 5.2857          | 0.2955   |
| 0.0732        | 809.0  | 83327  | 5.2571          | 0.2955   |
| 0.0779        | 810.0  | 83430  | 5.2882          | 0.2887   |
| 0.0872        | 811.0  | 83533  | 5.3455          | 0.3024   |
| 0.076         | 812.0  | 83636  | 5.2805          | 0.2955   |
| 0.0894        | 813.0  | 83739  | 5.2921          | 0.2990   |
| 0.0724        | 814.0  | 83842  | 5.3510          | 0.2887   |
| 0.0828        | 815.0  | 83945  | 5.3011          | 0.3024   |
| 0.0818        | 816.0  | 84048  | 5.2944          | 0.3196   |
| 0.0728        | 817.0  | 84151  | 5.2526          | 0.3058   |
| 0.0776        | 818.0  | 84254  | 5.2646          | 0.2921   |
| 0.0768        | 819.0  | 84357  | 5.3151          | 0.3024   |
| 0.0725        | 820.0  | 84460  | 5.3043          | 0.3058   |
| 0.077         | 821.0  | 84563  | 5.3536          | 0.3024   |
| 0.0815        | 822.0  | 84666  | 5.3243          | 0.3162   |
| 0.0753        | 823.0  | 84769  | 5.3728          | 0.2990   |
| 0.0837        | 824.0  | 84872  | 5.3566          | 0.2852   |
| 0.0786        | 825.0  | 84975  | 5.3487          | 0.3058   |
| 0.0897        | 826.0  | 85078  | 5.3847          | 0.2955   |
| 0.079         | 827.0  | 85181  | 5.3576          | 0.2955   |
| 0.0791        | 828.0  | 85284  | 5.3439          | 0.2818   |
| 0.0778        | 829.0  | 85387  | 5.3457          | 0.2921   |
| 0.0732        | 830.0  | 85490  | 5.3470          | 0.2887   |
| 0.0752        | 831.0  | 85593  | 5.3294          | 0.2921   |
| 0.0823        | 832.0  | 85696  | 5.4163          | 0.2887   |
| 0.0803        | 833.0  | 85799  | 5.3962          | 0.3058   |
| 0.0792        | 834.0  | 85902  | 5.3944          | 0.3127   |
| 0.0701        | 835.0  | 86005  | 5.4105          | 0.3024   |
| 0.0853        | 836.0  | 86108  | 5.3402          | 0.3162   |
| 0.0753        | 837.0  | 86211  | 5.3846          | 0.3196   |
| 0.0867        | 838.0  | 86314  | 5.4029          | 0.3024   |
| 0.0722        | 839.0  | 86417  | 5.3613          | 0.3093   |
| 0.0686        | 840.0  | 86520  | 5.3966          | 0.3093   |
| 0.0891        | 841.0  | 86623  | 5.3980          | 0.2955   |
| 0.0826        | 842.0  | 86726  | 5.3373          | 0.3024   |
| 0.0767        | 843.0  | 86829  | 5.4020          | 0.2955   |
| 0.0816        | 844.0  | 86932  | 5.3813          | 0.2784   |
| 0.0775        | 845.0  | 87035  | 5.3968          | 0.2887   |
| 0.0694        | 846.0  | 87138  | 5.4287          | 0.2955   |
| 0.0816        | 847.0  | 87241  | 5.4425          | 0.2990   |
| 0.0697        | 848.0  | 87344  | 5.4049          | 0.3024   |
| 0.0771        | 849.0  | 87447  | 5.4044          | 0.2990   |
| 0.0712        | 850.0  | 87550  | 5.4029          | 0.2990   |
| 0.0806        | 851.0  | 87653  | 5.3960          | 0.2818   |
| 0.0766        | 852.0  | 87756  | 5.3878          | 0.2852   |
| 0.074         | 853.0  | 87859  | 5.4213          | 0.2749   |
| 0.0779        | 854.0  | 87962  | 5.4028          | 0.2784   |
| 0.084         | 855.0  | 88065  | 5.4720          | 0.2852   |
| 0.0757        | 856.0  | 88168  | 5.4470          | 0.2784   |
| 0.0763        | 857.0  | 88271  | 5.4431          | 0.2749   |
| 0.0816        | 858.0  | 88374  | 5.4127          | 0.2749   |
| 0.0761        | 859.0  | 88477  | 5.4201          | 0.2646   |
| 0.093         | 860.0  | 88580  | 5.3464          | 0.3024   |
| 0.0729        | 861.0  | 88683  | 5.3696          | 0.2852   |
| 0.0792        | 862.0  | 88786  | 5.3409          | 0.2990   |
| 0.0742        | 863.0  | 88889  | 5.3730          | 0.2818   |
| 0.0795        | 864.0  | 88992  | 5.4294          | 0.2818   |
| 0.0701        | 865.0  | 89095  | 5.4176          | 0.2715   |
| 0.087         | 866.0  | 89198  | 5.4339          | 0.2784   |
| 0.0775        | 867.0  | 89301  | 5.4669          | 0.2818   |
| 0.0764        | 868.0  | 89404  | 5.4774          | 0.2955   |
| 0.0827        | 869.0  | 89507  | 5.4227          | 0.2921   |
| 0.0757        | 870.0  | 89610  | 5.4220          | 0.3024   |
| 0.0761        | 871.0  | 89713  | 5.3954          | 0.2887   |
| 0.0777        | 872.0  | 89816  | 5.3860          | 0.3024   |
| 0.0737        | 873.0  | 89919  | 5.3625          | 0.2818   |
| 0.0777        | 874.0  | 90022  | 5.4137          | 0.2955   |
| 0.0758        | 875.0  | 90125  | 5.4152          | 0.2818   |
| 0.0764        | 876.0  | 90228  | 5.3812          | 0.2921   |
| 0.087         | 877.0  | 90331  | 5.3757          | 0.3024   |
| 0.0705        | 878.0  | 90434  | 5.3995          | 0.2852   |
| 0.0831        | 879.0  | 90537  | 5.3755          | 0.2852   |
| 0.0692        | 880.0  | 90640  | 5.3843          | 0.2852   |
| 0.0752        | 881.0  | 90743  | 5.3978          | 0.2852   |
| 0.0732        | 882.0  | 90846  | 5.3873          | 0.2887   |
| 0.0836        | 883.0  | 90949  | 5.3961          | 0.2818   |
| 0.0761        | 884.0  | 91052  | 5.4159          | 0.2887   |
| 0.082         | 885.0  | 91155  | 5.4183          | 0.2990   |
| 0.0729        | 886.0  | 91258  | 5.4438          | 0.2921   |
| 0.0908        | 887.0  | 91361  | 5.4588          | 0.2784   |
| 0.0677        | 888.0  | 91464  | 5.4840          | 0.2818   |
| 0.0821        | 889.0  | 91567  | 5.4664          | 0.2887   |
| 0.0812        | 890.0  | 91670  | 5.5019          | 0.2990   |
| 0.0849        | 891.0  | 91773  | 5.4783          | 0.3024   |
| 0.079         | 892.0  | 91876  | 5.4933          | 0.2818   |
| 0.0703        | 893.0  | 91979  | 5.5191          | 0.2921   |
| 0.0777        | 894.0  | 92082  | 5.5171          | 0.2921   |
| 0.0767        | 895.0  | 92185  | 5.5280          | 0.2818   |
| 0.0697        | 896.0  | 92288  | 5.4920          | 0.2887   |
| 0.0831        | 897.0  | 92391  | 5.4587          | 0.2887   |
| 0.0715        | 898.0  | 92494  | 5.4843          | 0.2887   |
| 0.0764        | 899.0  | 92597  | 5.5036          | 0.2921   |
| 0.0785        | 900.0  | 92700  | 5.4781          | 0.2921   |
| 0.0783        | 901.0  | 92803  | 5.4685          | 0.3058   |
| 0.0791        | 902.0  | 92906  | 5.4434          | 0.3093   |
| 0.0714        | 903.0  | 93009  | 5.4704          | 0.3093   |
| 0.0834        | 904.0  | 93112  | 5.4543          | 0.3058   |
| 0.0796        | 905.0  | 93215  | 5.4430          | 0.3093   |
| 0.0741        | 906.0  | 93318  | 5.4621          | 0.2990   |
| 0.0752        | 907.0  | 93421  | 5.4498          | 0.3024   |
| 0.0776        | 908.0  | 93524  | 5.4553          | 0.2955   |
| 0.0795        | 909.0  | 93627  | 5.4151          | 0.3024   |
| 0.0771        | 910.0  | 93730  | 5.3965          | 0.2990   |
| 0.0756        | 911.0  | 93833  | 5.4121          | 0.3058   |
| 0.0769        | 912.0  | 93936  | 5.4056          | 0.2990   |
| 0.0799        | 913.0  | 94039  | 5.3876          | 0.3024   |
| 0.0853        | 914.0  | 94142  | 5.4022          | 0.2990   |
| 0.0726        | 915.0  | 94245  | 5.4384          | 0.2852   |
| 0.0745        | 916.0  | 94348  | 5.4223          | 0.2955   |
| 0.0688        | 917.0  | 94451  | 5.4298          | 0.2887   |
| 0.0743        | 918.0  | 94554  | 5.4227          | 0.3024   |
| 0.0842        | 919.0  | 94657  | 5.3807          | 0.3093   |
| 0.0732        | 920.0  | 94760  | 5.3881          | 0.2990   |
| 0.0717        | 921.0  | 94863  | 5.3828          | 0.2990   |
| 0.084         | 922.0  | 94966  | 5.3770          | 0.3024   |
| 0.079         | 923.0  | 95069  | 5.3873          | 0.2887   |
| 0.0761        | 924.0  | 95172  | 5.3788          | 0.2921   |
| 0.0777        | 925.0  | 95275  | 5.3932          | 0.2921   |
| 0.0729        | 926.0  | 95378  | 5.4352          | 0.2921   |
| 0.0756        | 927.0  | 95481  | 5.4271          | 0.2921   |
| 0.0699        | 928.0  | 95584  | 5.4086          | 0.2955   |
| 0.0814        | 929.0  | 95687  | 5.4210          | 0.2784   |
| 0.07          | 930.0  | 95790  | 5.4176          | 0.2852   |
| 0.0736        | 931.0  | 95893  | 5.4347          | 0.2852   |
| 0.0694        | 932.0  | 95996  | 5.4364          | 0.2887   |
| 0.0771        | 933.0  | 96099  | 5.4468          | 0.2852   |
| 0.0718        | 934.0  | 96202  | 5.4523          | 0.2887   |
| 0.0784        | 935.0  | 96305  | 5.4216          | 0.2852   |
| 0.087         | 936.0  | 96408  | 5.4159          | 0.2818   |
| 0.0717        | 937.0  | 96511  | 5.4228          | 0.2852   |
| 0.0714        | 938.0  | 96614  | 5.4017          | 0.2852   |
| 0.0754        | 939.0  | 96717  | 5.4021          | 0.2852   |
| 0.0733        | 940.0  | 96820  | 5.3958          | 0.2852   |
| 0.0697        | 941.0  | 96923  | 5.3859          | 0.2887   |
| 0.082         | 942.0  | 97026  | 5.3714          | 0.2921   |
| 0.0696        | 943.0  | 97129  | 5.3697          | 0.2921   |
| 0.0719        | 944.0  | 97232  | 5.3969          | 0.2784   |
| 0.0772        | 945.0  | 97335  | 5.3958          | 0.2852   |
| 0.0759        | 946.0  | 97438  | 5.4128          | 0.2818   |
| 0.074         | 947.0  | 97541  | 5.4283          | 0.2818   |
| 0.0704        | 948.0  | 97644  | 5.4305          | 0.2818   |
| 0.069         | 949.0  | 97747  | 5.4300          | 0.2852   |
| 0.0701        | 950.0  | 97850  | 5.4446          | 0.2818   |
| 0.087         | 951.0  | 97953  | 5.4365          | 0.2818   |
| 0.0837        | 952.0  | 98056  | 5.4268          | 0.2921   |
| 0.0754        | 953.0  | 98159  | 5.4260          | 0.2955   |
| 0.0778        | 954.0  | 98262  | 5.4057          | 0.2955   |
| 0.0643        | 955.0  | 98365  | 5.3992          | 0.2921   |
| 0.0768        | 956.0  | 98468  | 5.3886          | 0.2990   |
| 0.0727        | 957.0  | 98571  | 5.3845          | 0.2990   |
| 0.0859        | 958.0  | 98674  | 5.3822          | 0.2955   |
| 0.0831        | 959.0  | 98777  | 5.3852          | 0.2955   |
| 0.0756        | 960.0  | 98880  | 5.3884          | 0.2955   |
| 0.0857        | 961.0  | 98983  | 5.3892          | 0.2955   |
| 0.0707        | 962.0  | 99086  | 5.3776          | 0.2921   |
| 0.0746        | 963.0  | 99189  | 5.3785          | 0.3058   |
| 0.0745        | 964.0  | 99292  | 5.3776          | 0.2921   |
| 0.0827        | 965.0  | 99395  | 5.3704          | 0.2887   |
| 0.0774        | 966.0  | 99498  | 5.3653          | 0.2921   |
| 0.0795        | 967.0  | 99601  | 5.3569          | 0.2887   |
| 0.0759        | 968.0  | 99704  | 5.3515          | 0.2887   |
| 0.0713        | 969.0  | 99807  | 5.3752          | 0.2955   |
| 0.0735        | 970.0  | 99910  | 5.3728          | 0.2955   |
| 0.0777        | 971.0  | 100013 | 5.3690          | 0.2955   |
| 0.0844        | 972.0  | 100116 | 5.3782          | 0.2921   |
| 0.0758        | 973.0  | 100219 | 5.3822          | 0.2921   |
| 0.0735        | 974.0  | 100322 | 5.3893          | 0.2852   |
| 0.0698        | 975.0  | 100425 | 5.3887          | 0.2818   |
| 0.0773        | 976.0  | 100528 | 5.3908          | 0.2852   |
| 0.0695        | 977.0  | 100631 | 5.3909          | 0.2887   |
| 0.0786        | 978.0  | 100734 | 5.3939          | 0.2921   |
| 0.0784        | 979.0  | 100837 | 5.3838          | 0.2921   |
| 0.078         | 980.0  | 100940 | 5.3891          | 0.2921   |
| 0.0721        | 981.0  | 101043 | 5.3875          | 0.2887   |
| 0.0779        | 982.0  | 101146 | 5.3925          | 0.2887   |
| 0.0706        | 983.0  | 101249 | 5.4006          | 0.2921   |
| 0.0808        | 984.0  | 101352 | 5.4022          | 0.2921   |
| 0.071         | 985.0  | 101455 | 5.4076          | 0.2921   |
| 0.0743        | 986.0  | 101558 | 5.4104          | 0.2921   |
| 0.0784        | 987.0  | 101661 | 5.4093          | 0.2921   |
| 0.0793        | 988.0  | 101764 | 5.4071          | 0.2921   |
| 0.0838        | 989.0  | 101867 | 5.4029          | 0.2921   |
| 0.0708        | 990.0  | 101970 | 5.4035          | 0.2921   |
| 0.0742        | 991.0  | 102073 | 5.4021          | 0.2921   |
| 0.0746        | 992.0  | 102176 | 5.4050          | 0.2921   |
| 0.0756        | 993.0  | 102279 | 5.4059          | 0.2921   |
| 0.0744        | 994.0  | 102382 | 5.4053          | 0.2921   |
| 0.0741        | 995.0  | 102485 | 5.4075          | 0.2921   |
| 0.0757        | 996.0  | 102588 | 5.4072          | 0.2921   |
| 0.0735        | 997.0  | 102691 | 5.4086          | 0.2921   |
| 0.0708        | 998.0  | 102794 | 5.4088          | 0.2921   |
| 0.0812        | 999.0  | 102897 | 5.4088          | 0.2921   |
| 0.0722        | 1000.0 | 103000 | 5.4090          | 0.2921   |


### Framework versions

- Transformers 4.28.0.dev0
- Pytorch 1.13.1+cu117
- Datasets 2.9.0
- Tokenizers 0.12.1

{"license": "apache-2.0", "tags": ["image-classification", "vision", "generated_from_trainer"], "datasets": ["imagefolder"], "metrics": ["accuracy"], "model-index": [{"name": "game-ad-0306_outputs", "results": [{"task": {"type": "image-classification", "name": "Image Classification"}, "dataset": {"name": "./data/games-ad-0306", "type": "imagefolder", "config": "games-ad-0306", "split": "train", "args": "games-ad-0306"}, "metrics": [{"type": "accuracy", "value": 0.3024054982817869, "name": "Accuracy"}]}]}]}
transformers pytorch tensorboard vit image-classification vision generated_from_trainer dataset:imagefolder license:apache-2.0 model-index autotrain_compatible endpoints_compatible has_space region:us
TAGS
#transformers #pytorch #tensorboard #vit #image-classification #vision #generated_from_trainer #dataset-imagefolder #license-apache-2.0 #model-index #autotrain_compatible #endpoints_compatible #has_space #region-us 

game-ad-0306\_outputs
=====================


This model is a fine-tuned version of google/vit-base-patch16-224-in21k on the ./data/games-ad-0306 dataset.
It achieves the following results on the evaluation set:


* Loss: 2.6235
* Accuracy: 0.3024


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: 16
* eval\_batch\_size: 16
* seed: 13373
* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
* lr\_scheduler\_type: linear
* num\_epochs: 1000.0


### Training results



### Framework versions


* Transformers 4.28.0.dev0
* Pytorch 1.13.1+cu117
* Datasets 2.9.0
* Tokenizers 0.12.1



### Training hyperparameters


The following hyperparameters were used during training:


* learning\_rate: 2e-05
* train\_batch\_size: 16
* eval\_batch\_size: 16
* seed: 13373
* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
* lr\_scheduler\_type: linear
* num\_epochs: 1000.0 ### Training results ### Framework versions


* Transformers 4.28.0.dev0
* Pytorch 1.13.1+cu117
* Datasets 2.9.0
* Tokenizers 0.12.1
TAGS
#transformers #pytorch #tensorboard #vit #image-classification #vision #generated_from_trainer #dataset-imagefolder #license-apache-2.0 #model-index #autotrain_compatible #endpoints_compatible #has_space #region-us 
 ### Training hyperparameters


The following hyperparameters were used during training:


* learning\_rate: 2e-05
* train\_batch\_size: 16
* eval\_batch\_size: 16
* seed: 13373
* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
* lr\_scheduler\_type: linear
* num\_epochs: 1000.0 ### Training results ### Framework versions


* Transformers 4.28.0.dev0
* Pytorch 1.13.1+cu117
* Datasets 2.9.0
* Tokenizers 0.12.1
TAGS
#transformers #pytorch #tensorboard #vit #image-classification #vision #generated_from_trainer #dataset-imagefolder #license-apache-2.0 #model-index #autotrain_compatible #endpoints_compatible #has_space #region-us 
### Training hyperparameters


The following hyperparameters were used during training:


* learning\_rate: 2e-05
* train\_batch\_size: 16
* eval\_batch\_size: 16
* seed: 13373
* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
* lr\_scheduler\_type: linear
* num\_epochs: 1000.0### Training results### Framework versions


* Transformers 4.28.0.dev0
* Pytorch 1.13.1+cu117
* Datasets 2.9.0
* Tokenizers 0.12.1