
<!-- 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. -->

# SwinV2-Base-Image-Orientation-Fixer

This model is a fine-tuned version of [microsoft/swinv2-base-patch4-window16-256](https://huggingface.co/microsoft/swinv2-base-patch4-window16-256) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 0.1295
- F1: 0.9391

## 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: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- training_steps: 10000

### Training results

| Training Loss | Epoch | Step  | Validation Loss | F1     |
|:-------------:|:-----:|:-----:|:---------------:|:------:|
| 1.3053        | 0.001 | 10    | 1.1901          | 0.2711 |
| 1.1711        | 0.002 | 20    | 1.1128          | 0.2697 |
| 1.1158        | 0.003 | 30    | 1.0354          | 0.3505 |
| 1.0164        | 0.004 | 40    | 0.9894          | 0.3356 |
| 1.0899        | 0.005 | 50    | 0.9472          | 0.3613 |
| 0.9108        | 0.006 | 60    | 0.9176          | 0.4340 |
| 0.9161        | 0.007 | 70    | 0.9004          | 0.3447 |
| 0.8827        | 0.008 | 80    | 0.8459          | 0.5296 |
| 0.9068        | 0.009 | 90    | 0.7963          | 0.5104 |
| 0.8606        | 0.01  | 100   | 0.7538          | 0.5552 |
| 0.815         | 0.011 | 110   | 0.7165          | 0.5863 |
| 0.758         | 0.012 | 120   | 0.6884          | 0.5611 |
| 0.7998        | 0.013 | 130   | 0.6822          | 0.6414 |
| 0.8375        | 0.014 | 140   | 0.6660          | 0.5511 |
| 0.7375        | 0.015 | 150   | 0.6145          | 0.6981 |
| 0.6883        | 0.016 | 160   | 0.5882          | 0.6456 |
| 0.6961        | 0.017 | 170   | 0.5733          | 0.6803 |
| 0.575         | 0.018 | 180   | 0.5161          | 0.7218 |
| 0.4773        | 0.019 | 190   | 0.6457          | 0.6837 |
| 0.6862        | 0.02  | 200   | 0.5336          | 0.7211 |
| 0.5798        | 0.021 | 210   | 0.4840          | 0.7517 |
| 0.5621        | 0.022 | 220   | 0.4435          | 0.7674 |
| 0.475         | 0.023 | 230   | 0.4663          | 0.7113 |
| 0.6144        | 0.024 | 240   | 0.5058          | 0.6841 |
| 0.5164        | 0.025 | 250   | 0.4790          | 0.7295 |
| 0.524         | 0.026 | 260   | 0.4770          | 0.6971 |
| 0.5406        | 0.027 | 270   | 0.4121          | 0.7509 |
| 0.4378        | 0.028 | 280   | 0.4170          | 0.7875 |
| 0.5211        | 0.029 | 290   | 0.4221          | 0.7851 |
| 0.4258        | 0.03  | 300   | 0.3769          | 0.7990 |
| 0.4177        | 0.031 | 310   | 0.3696          | 0.8143 |
| 0.4183        | 0.032 | 320   | 0.3798          | 0.8072 |
| 0.487         | 0.033 | 330   | 0.4113          | 0.8098 |
| 0.3602        | 0.034 | 340   | 0.3808          | 0.8059 |
| 0.4247        | 0.035 | 350   | 0.3768          | 0.8271 |
| 0.4483        | 0.036 | 360   | 0.3503          | 0.7964 |
| 0.3606        | 0.037 | 370   | 0.3605          | 0.8314 |
| 0.3878        | 0.038 | 380   | 0.3359          | 0.8390 |
| 0.4085        | 0.039 | 390   | 0.2981          | 0.8606 |
| 0.3672        | 0.04  | 400   | 0.3072          | 0.8511 |
| 0.3539        | 0.041 | 410   | 0.3090          | 0.8481 |
| 0.4045        | 0.042 | 420   | 0.3052          | 0.8555 |
| 0.403         | 0.043 | 430   | 0.3610          | 0.8221 |
| 0.3892        | 0.044 | 440   | 0.3189          | 0.8396 |
| 0.4989        | 0.045 | 450   | 0.3337          | 0.8287 |
| 0.3922        | 0.046 | 460   | 0.3019          | 0.8540 |
| 0.3794        | 0.047 | 470   | 0.3157          | 0.8476 |
| 0.4158        | 0.048 | 480   | 0.3050          | 0.8553 |
| 0.3367        | 0.049 | 490   | 0.2884          | 0.8615 |
| 0.3991        | 0.05  | 500   | 0.3451          | 0.8407 |
| 0.411         | 0.051 | 510   | 0.2762          | 0.8623 |
| 0.2855        | 0.052 | 520   | 0.2766          | 0.8701 |
| 0.4612        | 0.053 | 530   | 0.2799          | 0.8712 |
| 0.4118        | 0.054 | 540   | 0.3085          | 0.8511 |
| 0.2906        | 0.055 | 550   | 0.2841          | 0.8759 |
| 0.3242        | 0.056 | 560   | 0.2719          | 0.8823 |
| 0.3575        | 0.057 | 570   | 0.3384          | 0.8561 |
| 0.3562        | 0.058 | 580   | 0.2722          | 0.8791 |
| 0.3944        | 0.059 | 590   | 0.3507          | 0.8465 |
| 0.3175        | 0.06  | 600   | 0.2901          | 0.8668 |
| 0.3608        | 0.061 | 610   | 0.2902          | 0.8660 |
| 0.2619        | 0.062 | 620   | 0.3373          | 0.8543 |
| 0.3243        | 0.063 | 630   | 0.2703          | 0.8884 |
| 0.361         | 0.064 | 640   | 0.2891          | 0.8662 |
| 0.3267        | 0.065 | 650   | 0.2739          | 0.8784 |
| 0.261         | 0.066 | 660   | 0.2602          | 0.8747 |
| 0.2521        | 0.067 | 670   | 0.2641          | 0.8883 |
| 0.391         | 0.068 | 680   | 0.2589          | 0.8870 |
| 0.3604        | 0.069 | 690   | 0.2622          | 0.8903 |
| 0.2983        | 0.07  | 700   | 0.2528          | 0.8846 |
| 0.2521        | 0.071 | 710   | 0.2571          | 0.8916 |
| 0.4368        | 0.072 | 720   | 0.2839          | 0.8877 |
| 0.3208        | 0.073 | 730   | 0.2898          | 0.8742 |
| 0.2887        | 0.074 | 740   | 0.2700          | 0.8839 |
| 0.3075        | 0.075 | 750   | 0.2707          | 0.8770 |
| 0.3465        | 0.076 | 760   | 0.2828          | 0.8695 |
| 0.2863        | 0.077 | 770   | 0.2874          | 0.8823 |
| 0.3402        | 0.078 | 780   | 0.2782          | 0.8781 |
| 0.3495        | 0.079 | 790   | 0.2538          | 0.8929 |
| 0.3177        | 0.08  | 800   | 0.2437          | 0.8779 |
| 0.3012        | 0.081 | 810   | 0.2865          | 0.8837 |
| 0.4079        | 0.082 | 820   | 0.2573          | 0.8830 |
| 0.2915        | 0.083 | 830   | 0.3135          | 0.8707 |
| 0.2407        | 0.084 | 840   | 0.2804          | 0.8844 |
| 0.2574        | 0.085 | 850   | 0.2810          | 0.8713 |
| 0.3141        | 0.086 | 860   | 0.2827          | 0.8802 |
| 0.2601        | 0.087 | 870   | 0.3076          | 0.8693 |
| 0.3462        | 0.088 | 880   | 0.2588          | 0.8714 |
| 0.3356        | 0.089 | 890   | 0.2677          | 0.8761 |
| 0.3135        | 0.09  | 900   | 0.2715          | 0.8740 |
| 0.369         | 0.091 | 910   | 0.2674          | 0.8705 |
| 0.2866        | 0.092 | 920   | 0.2617          | 0.8827 |
| 0.251         | 0.093 | 930   | 0.2483          | 0.8894 |
| 0.1822        | 0.094 | 940   | 0.2679          | 0.8817 |
| 0.2569        | 0.095 | 950   | 0.2810          | 0.8847 |
| 0.3046        | 0.096 | 960   | 0.2774          | 0.8773 |
| 0.2099        | 0.097 | 970   | 0.2738          | 0.8715 |
| 0.2961        | 0.098 | 980   | 0.2603          | 0.8860 |
| 0.2724        | 0.099 | 990   | 0.2661          | 0.8813 |
| 0.3179        | 0.1   | 1000  | 0.2414          | 0.8837 |
| 0.3635        | 0.101 | 1010  | 0.2433          | 0.8916 |
| 0.2815        | 0.102 | 1020  | 0.2562          | 0.8784 |
| 0.2758        | 0.103 | 1030  | 0.2358          | 0.8941 |
| 0.2664        | 0.104 | 1040  | 0.2571          | 0.8919 |
| 0.2584        | 0.105 | 1050  | 0.2617          | 0.8758 |
| 0.3165        | 0.106 | 1060  | 0.2690          | 0.8834 |
| 0.2877        | 0.107 | 1070  | 0.2362          | 0.8926 |
| 0.2713        | 0.108 | 1080  | 0.2416          | 0.8905 |
| 0.2598        | 0.109 | 1090  | 0.2525          | 0.8806 |
| 0.2796        | 0.11  | 1100  | 0.2433          | 0.8950 |
| 0.2558        | 0.111 | 1110  | 0.2562          | 0.8930 |
| 0.2443        | 0.112 | 1120  | 0.2714          | 0.8838 |
| 0.3383        | 0.113 | 1130  | 0.2387          | 0.8971 |
| 0.2636        | 0.114 | 1140  | 0.2721          | 0.8673 |
| 0.2851        | 0.115 | 1150  | 0.2459          | 0.8830 |
| 0.2072        | 0.116 | 1160  | 0.2309          | 0.8929 |
| 0.2331        | 0.117 | 1170  | 0.2942          | 0.8835 |
| 0.2361        | 0.118 | 1180  | 0.2517          | 0.8958 |
| 0.3166        | 0.119 | 1190  | 0.2590          | 0.8947 |
| 0.2891        | 0.12  | 1200  | 0.2725          | 0.8787 |
| 0.3136        | 0.121 | 1210  | 0.2321          | 0.8969 |
| 0.2569        | 0.122 | 1220  | 0.2489          | 0.8929 |
| 0.262         | 0.123 | 1230  | 0.2493          | 0.8869 |
| 0.311         | 0.124 | 1240  | 0.2285          | 0.8996 |
| 0.2848        | 0.125 | 1250  | 0.2407          | 0.8877 |
| 0.2321        | 0.126 | 1260  | 0.2276          | 0.8887 |
| 0.2398        | 0.127 | 1270  | 0.2598          | 0.8879 |
| 0.2399        | 0.128 | 1280  | 0.2331          | 0.8850 |
| 0.3352        | 0.129 | 1290  | 0.2384          | 0.8908 |
| 0.3042        | 0.13  | 1300  | 0.2161          | 0.9016 |
| 0.22          | 0.131 | 1310  | 0.2493          | 0.8815 |
| 0.2821        | 0.132 | 1320  | 0.2159          | 0.8989 |
| 0.2903        | 0.133 | 1330  | 0.2258          | 0.8990 |
| 0.3207        | 0.134 | 1340  | 0.2223          | 0.9039 |
| 0.204         | 0.135 | 1350  | 0.2109          | 0.9000 |
| 0.2346        | 0.136 | 1360  | 0.2305          | 0.8923 |
| 0.2775        | 0.137 | 1370  | 0.2150          | 0.9013 |
| 0.2689        | 0.138 | 1380  | 0.2313          | 0.9031 |
| 0.2346        | 0.139 | 1390  | 0.2181          | 0.9017 |
| 0.2454        | 0.14  | 1400  | 0.2273          | 0.9002 |
| 0.2867        | 0.141 | 1410  | 0.2218          | 0.8954 |
| 0.3079        | 0.142 | 1420  | 0.2302          | 0.8858 |
| 0.2169        | 0.143 | 1430  | 0.2588          | 0.8806 |
| 0.3228        | 0.144 | 1440  | 0.2274          | 0.8998 |
| 0.3602        | 0.145 | 1450  | 0.2293          | 0.8955 |
| 0.2999        | 0.146 | 1460  | 0.2218          | 0.8977 |
| 0.2667        | 0.147 | 1470  | 0.2312          | 0.8941 |
| 0.2569        | 0.148 | 1480  | 0.2269          | 0.8991 |
| 0.1956        | 0.149 | 1490  | 0.2411          | 0.8928 |
| 0.3543        | 0.15  | 1500  | 0.2184          | 0.8998 |
| 0.2969        | 0.151 | 1510  | 0.2328          | 0.8989 |
| 0.297         | 0.152 | 1520  | 0.2190          | 0.9038 |
| 0.258         | 0.153 | 1530  | 0.2292          | 0.9037 |
| 0.2046        | 0.154 | 1540  | 0.2245          | 0.8946 |
| 0.224         | 0.155 | 1550  | 0.2213          | 0.9004 |
| 0.2647        | 0.156 | 1560  | 0.2498          | 0.8844 |
| 0.2191        | 0.157 | 1570  | 0.2382          | 0.9008 |
| 0.2515        | 0.158 | 1580  | 0.2387          | 0.8952 |
| 0.2661        | 0.159 | 1590  | 0.2342          | 0.8864 |
| 0.2301        | 0.16  | 1600  | 0.2692          | 0.8745 |
| 0.2119        | 0.161 | 1610  | 0.2365          | 0.8897 |
| 0.1666        | 0.162 | 1620  | 0.2417          | 0.8896 |
| 0.2507        | 0.163 | 1630  | 0.2416          | 0.8873 |
| 0.2006        | 0.164 | 1640  | 0.2659          | 0.8839 |
| 0.1649        | 0.165 | 1650  | 0.2301          | 0.8972 |
| 0.2099        | 0.166 | 1660  | 0.2514          | 0.8956 |
| 0.3191        | 0.167 | 1670  | 0.2337          | 0.8846 |
| 0.2718        | 0.168 | 1680  | 0.2297          | 0.9123 |
| 0.2827        | 0.169 | 1690  | 0.2338          | 0.8931 |
| 0.2433        | 0.17  | 1700  | 0.2308          | 0.8927 |
| 0.2719        | 0.171 | 1710  | 0.2331          | 0.8946 |
| 0.2151        | 0.172 | 1720  | 0.2131          | 0.9052 |
| 0.2758        | 0.173 | 1730  | 0.2272          | 0.8989 |
| 0.3078        | 0.174 | 1740  | 0.2180          | 0.9072 |
| 0.3012        | 0.175 | 1750  | 0.2258          | 0.9034 |
| 0.3162        | 0.176 | 1760  | 0.2213          | 0.9057 |
| 0.2551        | 0.177 | 1770  | 0.2595          | 0.8818 |
| 0.2563        | 0.178 | 1780  | 0.2230          | 0.8973 |
| 0.2825        | 0.179 | 1790  | 0.2222          | 0.8957 |
| 0.1916        | 0.18  | 1800  | 0.2307          | 0.8981 |
| 0.2145        | 0.181 | 1810  | 0.2285          | 0.8975 |
| 0.2029        | 0.182 | 1820  | 0.2357          | 0.9003 |
| 0.1559        | 0.183 | 1830  | 0.2645          | 0.8880 |
| 0.3173        | 0.184 | 1840  | 0.2209          | 0.8992 |
| 0.2343        | 0.185 | 1850  | 0.2334          | 0.9043 |
| 0.233         | 0.186 | 1860  | 0.2241          | 0.9025 |
| 0.2697        | 0.187 | 1870  | 0.2150          | 0.8991 |
| 0.3023        | 0.188 | 1880  | 0.2312          | 0.8976 |
| 0.2052        | 0.189 | 1890  | 0.2053          | 0.8975 |
| 0.2601        | 0.19  | 1900  | 0.2042          | 0.8974 |
| 0.2966        | 0.191 | 1910  | 0.2142          | 0.8971 |
| 0.2338        | 0.192 | 1920  | 0.2185          | 0.9079 |
| 0.2392        | 0.193 | 1930  | 0.2141          | 0.9011 |
| 0.2909        | 0.194 | 1940  | 0.2037          | 0.9099 |
| 0.1561        | 0.195 | 1950  | 0.2209          | 0.8987 |
| 0.2166        | 0.196 | 1960  | 0.2053          | 0.9043 |
| 0.1753        | 0.197 | 1970  | 0.2334          | 0.8958 |
| 0.2572        | 0.198 | 1980  | 0.2016          | 0.9124 |
| 0.2519        | 0.199 | 1990  | 0.2043          | 0.9080 |
| 0.2751        | 0.2   | 2000  | 0.2013          | 0.8982 |
| 0.1827        | 0.201 | 2010  | 0.2211          | 0.8992 |
| 0.2584        | 0.202 | 2020  | 0.2040          | 0.9018 |
| 0.1674        | 0.203 | 2030  | 0.2070          | 0.9000 |
| 0.2112        | 0.204 | 2040  | 0.2133          | 0.9018 |
| 0.2124        | 0.205 | 2050  | 0.2254          | 0.8967 |
| 0.2657        | 0.206 | 2060  | 0.2175          | 0.8984 |
| 0.2703        | 0.207 | 2070  | 0.2126          | 0.8987 |
| 0.1997        | 0.208 | 2080  | 0.2199          | 0.9004 |
| 0.2749        | 0.209 | 2090  | 0.2135          | 0.9043 |
| 0.2035        | 0.21  | 2100  | 0.2126          | 0.9046 |
| 0.2048        | 0.211 | 2110  | 0.2226          | 0.8964 |
| 0.2843        | 0.212 | 2120  | 0.2087          | 0.9000 |
| 0.212         | 0.213 | 2130  | 0.2081          | 0.9021 |
| 0.2369        | 0.214 | 2140  | 0.2103          | 0.8995 |
| 0.3212        | 0.215 | 2150  | 0.2088          | 0.9001 |
| 0.2415        | 0.216 | 2160  | 0.2096          | 0.9004 |
| 0.2062        | 0.217 | 2170  | 0.1923          | 0.9117 |
| 0.18          | 0.218 | 2180  | 0.1974          | 0.9056 |
| 0.2727        | 0.219 | 2190  | 0.2039          | 0.9004 |
| 0.1637        | 0.22  | 2200  | 0.2147          | 0.9033 |
| 0.2226        | 0.221 | 2210  | 0.2168          | 0.9026 |
| 0.2141        | 0.222 | 2220  | 0.2268          | 0.8997 |
| 0.3045        | 0.223 | 2230  | 0.2309          | 0.8927 |
| 0.2436        | 0.224 | 2240  | 0.2149          | 0.8973 |
| 0.2004        | 0.225 | 2250  | 0.2109          | 0.9006 |
| 0.2007        | 0.226 | 2260  | 0.2045          | 0.9067 |
| 0.2847        | 0.227 | 2270  | 0.2053          | 0.9026 |
| 0.1972        | 0.228 | 2280  | 0.1985          | 0.9033 |
| 0.1911        | 0.229 | 2290  | 0.2042          | 0.9000 |
| 0.1927        | 0.23  | 2300  | 0.2245          | 0.8932 |
| 0.1972        | 0.231 | 2310  | 0.2107          | 0.9097 |
| 0.2774        | 0.232 | 2320  | 0.2030          | 0.9090 |
| 0.2769        | 0.233 | 2330  | 0.2125          | 0.9041 |
| 0.2035        | 0.234 | 2340  | 0.2065          | 0.9088 |
| 0.2681        | 0.235 | 2350  | 0.1956          | 0.9007 |
| 0.2544        | 0.236 | 2360  | 0.1895          | 0.9110 |
| 0.1944        | 0.237 | 2370  | 0.1969          | 0.9072 |
| 0.2021        | 0.238 | 2380  | 0.1973          | 0.9125 |
| 0.3147        | 0.239 | 2390  | 0.1996          | 0.9054 |
| 0.2124        | 0.24  | 2400  | 0.1967          | 0.8963 |
| 0.1894        | 0.241 | 2410  | 0.2093          | 0.9005 |
| 0.1422        | 0.242 | 2420  | 0.2005          | 0.9006 |
| 0.2342        | 0.243 | 2430  | 0.2304          | 0.9045 |
| 0.2423        | 0.244 | 2440  | 0.2087          | 0.9044 |
| 0.2633        | 0.245 | 2450  | 0.2067          | 0.8981 |
| 0.263         | 0.246 | 2460  | 0.1968          | 0.9032 |
| 0.261         | 0.247 | 2470  | 0.1978          | 0.9077 |
| 0.2244        | 0.248 | 2480  | 0.2112          | 0.8978 |
| 0.1525        | 0.249 | 2490  | 0.2126          | 0.8963 |
| 0.1654        | 0.25  | 2500  | 0.2239          | 0.9051 |
| 0.2889        | 0.251 | 2510  | 0.2156          | 0.9059 |
| 0.226         | 0.252 | 2520  | 0.2035          | 0.9063 |
| 0.167         | 0.253 | 2530  | 0.1978          | 0.9134 |
| 0.1725        | 0.254 | 2540  | 0.1920          | 0.9000 |
| 0.1468        | 0.255 | 2550  | 0.1920          | 0.9069 |
| 0.1826        | 0.256 | 2560  | 0.1983          | 0.9002 |
| 0.232         | 0.257 | 2570  | 0.1973          | 0.9057 |
| 0.24          | 0.258 | 2580  | 0.2118          | 0.9103 |
| 0.2233        | 0.259 | 2590  | 0.1918          | 0.9037 |
| 0.1876        | 0.26  | 2600  | 0.1801          | 0.9063 |
| 0.1969        | 0.261 | 2610  | 0.1913          | 0.9003 |
| 0.2566        | 0.262 | 2620  | 0.1808          | 0.9177 |
| 0.2822        | 0.263 | 2630  | 0.1794          | 0.9115 |
| 0.1906        | 0.264 | 2640  | 0.1774          | 0.9183 |
| 0.2331        | 0.265 | 2650  | 0.1866          | 0.9164 |
| 0.1635        | 0.266 | 2660  | 0.1899          | 0.9162 |
| 0.1811        | 0.267 | 2670  | 0.1890          | 0.9181 |
| 0.1816        | 0.268 | 2680  | 0.2162          | 0.9022 |
| 0.2075        | 0.269 | 2690  | 0.1994          | 0.9123 |
| 0.2319        | 0.27  | 2700  | 0.1975          | 0.9124 |
| 0.2151        | 0.271 | 2710  | 0.1890          | 0.9022 |
| 0.2136        | 0.272 | 2720  | 0.1855          | 0.9117 |
| 0.1694        | 0.273 | 2730  | 0.1956          | 0.9015 |
| 0.1677        | 0.274 | 2740  | 0.2091          | 0.8887 |
| 0.1263        | 0.275 | 2750  | 0.2078          | 0.9031 |
| 0.1912        | 0.276 | 2760  | 0.2167          | 0.9008 |
| 0.2041        | 0.277 | 2770  | 0.2054          | 0.9070 |
| 0.1954        | 0.278 | 2780  | 0.2008          | 0.9054 |
| 0.1986        | 0.279 | 2790  | 0.2041          | 0.9067 |
| 0.1575        | 0.28  | 2800  | 0.2093          | 0.8988 |
| 0.1828        | 0.281 | 2810  | 0.2275          | 0.8909 |
| 0.2934        | 0.282 | 2820  | 0.2133          | 0.8980 |
| 0.2458        | 0.283 | 2830  | 0.2197          | 0.8957 |
| 0.2335        | 0.284 | 2840  | 0.2097          | 0.9072 |
| 0.19          | 0.285 | 2850  | 0.2036          | 0.9082 |
| 0.2064        | 0.286 | 2860  | 0.1983          | 0.8998 |
| 0.192         | 0.287 | 2870  | 0.1960          | 0.9032 |
| 0.1733        | 0.288 | 2880  | 0.1828          | 0.9142 |
| 0.2318        | 0.289 | 2890  | 0.1845          | 0.9206 |
| 0.1763        | 0.29  | 2900  | 0.2025          | 0.9062 |
| 0.2           | 0.291 | 2910  | 0.1889          | 0.9070 |
| 0.2404        | 0.292 | 2920  | 0.1977          | 0.9050 |
| 0.2782        | 0.293 | 2930  | 0.1917          | 0.9114 |
| 0.2759        | 0.294 | 2940  | 0.1901          | 0.9139 |
| 0.2116        | 0.295 | 2950  | 0.1833          | 0.9087 |
| 0.1655        | 0.296 | 2960  | 0.1986          | 0.9119 |
| 0.2151        | 0.297 | 2970  | 0.1983          | 0.9171 |
| 0.3039        | 0.298 | 2980  | 0.1923          | 0.9140 |
| 0.1952        | 0.299 | 2990  | 0.2056          | 0.9111 |
| 0.1677        | 0.3   | 3000  | 0.1857          | 0.9192 |
| 0.2047        | 0.301 | 3010  | 0.1939          | 0.9021 |
| 0.2264        | 0.302 | 3020  | 0.1877          | 0.9002 |
| 0.1909        | 0.303 | 3030  | 0.2034          | 0.9057 |
| 0.1358        | 0.304 | 3040  | 0.2142          | 0.9085 |
| 0.1421        | 0.305 | 3050  | 0.2122          | 0.9009 |
| 0.2964        | 0.306 | 3060  | 0.1957          | 0.9064 |
| 0.2169        | 0.307 | 3070  | 0.1921          | 0.9131 |
| 0.1558        | 0.308 | 3080  | 0.2019          | 0.9072 |
| 0.1865        | 0.309 | 3090  | 0.2023          | 0.8989 |
| 0.2234        | 0.31  | 3100  | 0.2003          | 0.9055 |
| 0.1754        | 0.311 | 3110  | 0.1898          | 0.9181 |
| 0.1896        | 0.312 | 3120  | 0.1835          | 0.9132 |
| 0.1888        | 0.313 | 3130  | 0.1787          | 0.9208 |
| 0.2242        | 0.314 | 3140  | 0.1828          | 0.9108 |
| 0.187         | 0.315 | 3150  | 0.1895          | 0.9100 |
| 0.1717        | 0.316 | 3160  | 0.1863          | 0.9164 |
| 0.223         | 0.317 | 3170  | 0.1818          | 0.9179 |
| 0.1442        | 0.318 | 3180  | 0.1848          | 0.9136 |
| 0.2267        | 0.319 | 3190  | 0.1845          | 0.9192 |
| 0.1604        | 0.32  | 3200  | 0.1974          | 0.9102 |
| 0.2301        | 0.321 | 3210  | 0.1911          | 0.9137 |
| 0.1975        | 0.322 | 3220  | 0.1850          | 0.9161 |
| 0.2313        | 0.323 | 3230  | 0.1918          | 0.9120 |
| 0.2643        | 0.324 | 3240  | 0.1873          | 0.9115 |
| 0.1765        | 0.325 | 3250  | 0.1886          | 0.9154 |
| 0.2192        | 0.326 | 3260  | 0.1862          | 0.9064 |
| 0.1201        | 0.327 | 3270  | 0.2250          | 0.8932 |
| 0.2303        | 0.328 | 3280  | 0.1947          | 0.9034 |
| 0.1269        | 0.329 | 3290  | 0.2037          | 0.9030 |
| 0.1802        | 0.33  | 3300  | 0.1949          | 0.9119 |
| 0.1671        | 0.331 | 3310  | 0.2010          | 0.9050 |
| 0.2515        | 0.332 | 3320  | 0.1955          | 0.9044 |
| 0.2136        | 0.333 | 3330  | 0.1891          | 0.9107 |
| 0.1534        | 0.334 | 3340  | 0.1923          | 0.9032 |
| 0.2039        | 0.335 | 3350  | 0.1705          | 0.9161 |
| 0.2738        | 0.336 | 3360  | 0.1724          | 0.9186 |
| 0.2006        | 0.337 | 3370  | 0.1741          | 0.9268 |
| 0.2049        | 0.338 | 3380  | 0.1727          | 0.9161 |
| 0.1699        | 0.339 | 3390  | 0.1893          | 0.9138 |
| 0.1866        | 0.34  | 3400  | 0.1693          | 0.9197 |
| 0.257         | 0.341 | 3410  | 0.1800          | 0.9078 |
| 0.1452        | 0.342 | 3420  | 0.1712          | 0.9164 |
| 0.2233        | 0.343 | 3430  | 0.1769          | 0.9133 |
| 0.1997        | 0.344 | 3440  | 0.1831          | 0.9098 |
| 0.1339        | 0.345 | 3450  | 0.1821          | 0.9107 |
| 0.2007        | 0.346 | 3460  | 0.1940          | 0.8999 |
| 0.2419        | 0.347 | 3470  | 0.1693          | 0.9140 |
| 0.1754        | 0.348 | 3480  | 0.1741          | 0.9149 |
| 0.1273        | 0.349 | 3490  | 0.1712          | 0.9211 |
| 0.1888        | 0.35  | 3500  | 0.1832          | 0.9128 |
| 0.2153        | 0.351 | 3510  | 0.1898          | 0.9078 |
| 0.1493        | 0.352 | 3520  | 0.1716          | 0.9167 |
| 0.2246        | 0.353 | 3530  | 0.1721          | 0.9210 |
| 0.1476        | 0.354 | 3540  | 0.1708          | 0.9234 |
| 0.1698        | 0.355 | 3550  | 0.1719          | 0.9230 |
| 0.2313        | 0.356 | 3560  | 0.1819          | 0.9171 |
| 0.3101        | 0.357 | 3570  | 0.1864          | 0.9116 |
| 0.2021        | 0.358 | 3580  | 0.1763          | 0.9158 |
| 0.2117        | 0.359 | 3590  | 0.1871          | 0.9173 |
| 0.1743        | 0.36  | 3600  | 0.1844          | 0.9094 |
| 0.183         | 0.361 | 3610  | 0.1895          | 0.9126 |
| 0.2193        | 0.362 | 3620  | 0.1786          | 0.9135 |
| 0.1453        | 0.363 | 3630  | 0.1934          | 0.9109 |
| 0.1323        | 0.364 | 3640  | 0.1999          | 0.9135 |
| 0.1795        | 0.365 | 3650  | 0.1916          | 0.9216 |
| 0.1165        | 0.366 | 3660  | 0.1962          | 0.9222 |
| 0.226         | 0.367 | 3670  | 0.2196          | 0.9133 |
| 0.248         | 0.368 | 3680  | 0.2008          | 0.9111 |
| 0.2108        | 0.369 | 3690  | 0.1890          | 0.9082 |
| 0.1433        | 0.37  | 3700  | 0.1832          | 0.9127 |
| 0.1738        | 0.371 | 3710  | 0.1740          | 0.9137 |
| 0.221         | 0.372 | 3720  | 0.1629          | 0.9179 |
| 0.178         | 0.373 | 3730  | 0.1615          | 0.9220 |
| 0.2048        | 0.374 | 3740  | 0.1808          | 0.9170 |
| 0.2401        | 0.375 | 3750  | 0.1703          | 0.9095 |
| 0.1976        | 0.376 | 3760  | 0.1761          | 0.9123 |
| 0.1341        | 0.377 | 3770  | 0.1714          | 0.9224 |
| 0.1765        | 0.378 | 3780  | 0.1913          | 0.9233 |
| 0.2242        | 0.379 | 3790  | 0.1781          | 0.9181 |
| 0.1909        | 0.38  | 3800  | 0.1756          | 0.9211 |
| 0.1685        | 0.381 | 3810  | 0.1710          | 0.9229 |
| 0.1406        | 0.382 | 3820  | 0.1719          | 0.9222 |
| 0.1688        | 0.383 | 3830  | 0.1672          | 0.9242 |
| 0.1694        | 0.384 | 3840  | 0.1723          | 0.9282 |
| 0.2343        | 0.385 | 3850  | 0.1700          | 0.9275 |
| 0.1821        | 0.386 | 3860  | 0.1748          | 0.9185 |
| 0.2181        | 0.387 | 3870  | 0.1714          | 0.9209 |
| 0.1535        | 0.388 | 3880  | 0.1681          | 0.9278 |
| 0.1608        | 0.389 | 3890  | 0.1648          | 0.9302 |
| 0.2485        | 0.39  | 3900  | 0.1724          | 0.9223 |
| 0.119         | 0.391 | 3910  | 0.1766          | 0.9201 |
| 0.1651        | 0.392 | 3920  | 0.1614          | 0.9322 |
| 0.2045        | 0.393 | 3930  | 0.1736          | 0.9166 |
| 0.1796        | 0.394 | 3940  | 0.1757          | 0.9190 |
| 0.1544        | 0.395 | 3950  | 0.1803          | 0.9182 |
| 0.2425        | 0.396 | 3960  | 0.1864          | 0.9100 |
| 0.1745        | 0.397 | 3970  | 0.1735          | 0.9163 |
| 0.1606        | 0.398 | 3980  | 0.1608          | 0.9227 |
| 0.2025        | 0.399 | 3990  | 0.1673          | 0.9231 |
| 0.183         | 0.4   | 4000  | 0.1889          | 0.9143 |
| 0.2068        | 0.401 | 4010  | 0.1810          | 0.9173 |
| 0.1911        | 0.402 | 4020  | 0.1798          | 0.9104 |
| 0.1679        | 0.403 | 4030  | 0.1597          | 0.9250 |
| 0.2467        | 0.404 | 4040  | 0.1658          | 0.9250 |
| 0.1673        | 0.405 | 4050  | 0.1685          | 0.9184 |
| 0.1845        | 0.406 | 4060  | 0.1615          | 0.9282 |
| 0.125         | 0.407 | 4070  | 0.1826          | 0.9189 |
| 0.2811        | 0.408 | 4080  | 0.1889          | 0.9210 |
| 0.1235        | 0.409 | 4090  | 0.1731          | 0.9222 |
| 0.1398        | 0.41  | 4100  | 0.1690          | 0.9221 |
| 0.1965        | 0.411 | 4110  | 0.1717          | 0.9197 |
| 0.1447        | 0.412 | 4120  | 0.1779          | 0.9207 |
| 0.1595        | 0.413 | 4130  | 0.1803          | 0.9206 |
| 0.1733        | 0.414 | 4140  | 0.1865          | 0.9277 |
| 0.1496        | 0.415 | 4150  | 0.2079          | 0.9065 |
| 0.1834        | 0.416 | 4160  | 0.1836          | 0.9202 |
| 0.1969        | 0.417 | 4170  | 0.1679          | 0.9204 |
| 0.2122        | 0.418 | 4180  | 0.1578          | 0.9202 |
| 0.178         | 0.419 | 4190  | 0.1536          | 0.9247 |
| 0.1972        | 0.42  | 4200  | 0.1503          | 0.9273 |
| 0.1551        | 0.421 | 4210  | 0.1580          | 0.9258 |
| 0.1475        | 0.422 | 4220  | 0.1681          | 0.9207 |
| 0.1725        | 0.423 | 4230  | 0.1680          | 0.9227 |
| 0.1415        | 0.424 | 4240  | 0.1672          | 0.9232 |
| 0.1735        | 0.425 | 4250  | 0.1737          | 0.9195 |
| 0.178         | 0.426 | 4260  | 0.1647          | 0.9229 |
| 0.1759        | 0.427 | 4270  | 0.1675          | 0.9249 |
| 0.1894        | 0.428 | 4280  | 0.1569          | 0.9232 |
| 0.2786        | 0.429 | 4290  | 0.1570          | 0.9251 |
| 0.1458        | 0.43  | 4300  | 0.1832          | 0.9160 |
| 0.147         | 0.431 | 4310  | 0.1921          | 0.9116 |
| 0.174         | 0.432 | 4320  | 0.1689          | 0.9203 |
| 0.1917        | 0.433 | 4330  | 0.1568          | 0.9271 |
| 0.1849        | 0.434 | 4340  | 0.1635          | 0.9296 |
| 0.1382        | 0.435 | 4350  | 0.1636          | 0.9217 |
| 0.1725        | 0.436 | 4360  | 0.1680          | 0.9242 |
| 0.1363        | 0.437 | 4370  | 0.1659          | 0.9241 |
| 0.1623        | 0.438 | 4380  | 0.1749          | 0.9217 |
| 0.2707        | 0.439 | 4390  | 0.1768          | 0.9268 |
| 0.1426        | 0.44  | 4400  | 0.1680          | 0.9256 |
| 0.1773        | 0.441 | 4410  | 0.1701          | 0.9271 |
| 0.1622        | 0.442 | 4420  | 0.1778          | 0.9201 |
| 0.2435        | 0.443 | 4430  | 0.1820          | 0.9158 |
| 0.1851        | 0.444 | 4440  | 0.1695          | 0.9268 |
| 0.1584        | 0.445 | 4450  | 0.1734          | 0.9181 |
| 0.1308        | 0.446 | 4460  | 0.1631          | 0.9110 |
| 0.1896        | 0.447 | 4470  | 0.1645          | 0.9166 |
| 0.145         | 0.448 | 4480  | 0.1630          | 0.9244 |
| 0.2251        | 0.449 | 4490  | 0.1677          | 0.9229 |
| 0.1803        | 0.45  | 4500  | 0.1673          | 0.9213 |
| 0.1949        | 0.451 | 4510  | 0.1626          | 0.9220 |
| 0.2165        | 0.452 | 4520  | 0.1618          | 0.9257 |
| 0.2049        | 0.453 | 4530  | 0.1567          | 0.9324 |
| 0.1477        | 0.454 | 4540  | 0.1591          | 0.9244 |
| 0.1904        | 0.455 | 4550  | 0.1583          | 0.9345 |
| 0.1627        | 0.456 | 4560  | 0.1638          | 0.9298 |
| 0.1821        | 0.457 | 4570  | 0.1717          | 0.9287 |
| 0.18          | 0.458 | 4580  | 0.1688          | 0.9224 |
| 0.2186        | 0.459 | 4590  | 0.1681          | 0.9244 |
| 0.1787        | 0.46  | 4600  | 0.1608          | 0.9291 |
| 0.2132        | 0.461 | 4610  | 0.1654          | 0.9283 |
| 0.1414        | 0.462 | 4620  | 0.1648          | 0.9253 |
| 0.1264        | 0.463 | 4630  | 0.1746          | 0.9188 |
| 0.1449        | 0.464 | 4640  | 0.1772          | 0.9210 |
| 0.1751        | 0.465 | 4650  | 0.1656          | 0.9198 |
| 0.1781        | 0.466 | 4660  | 0.1793          | 0.9162 |
| 0.1882        | 0.467 | 4670  | 0.1687          | 0.9191 |
| 0.1604        | 0.468 | 4680  | 0.1742          | 0.9258 |
| 0.2189        | 0.469 | 4690  | 0.1765          | 0.9222 |
| 0.194         | 0.47  | 4700  | 0.1653          | 0.9208 |
| 0.1702        | 0.471 | 4710  | 0.1658          | 0.9229 |
| 0.201         | 0.472 | 4720  | 0.1620          | 0.9264 |
| 0.1531        | 0.473 | 4730  | 0.1626          | 0.9254 |
| 0.1781        | 0.474 | 4740  | 0.1637          | 0.9247 |
| 0.1926        | 0.475 | 4750  | 0.1667          | 0.9222 |
| 0.2163        | 0.476 | 4760  | 0.1614          | 0.9252 |
| 0.1598        | 0.477 | 4770  | 0.1622          | 0.9212 |
| 0.1312        | 0.478 | 4780  | 0.1572          | 0.9289 |
| 0.1815        | 0.479 | 4790  | 0.1566          | 0.9279 |
| 0.2202        | 0.48  | 4800  | 0.1610          | 0.9273 |
| 0.136         | 0.481 | 4810  | 0.1567          | 0.9304 |
| 0.1911        | 0.482 | 4820  | 0.1506          | 0.9281 |
| 0.1387        | 0.483 | 4830  | 0.1473          | 0.9283 |
| 0.1189        | 0.484 | 4840  | 0.1538          | 0.9257 |
| 0.1182        | 0.485 | 4850  | 0.1686          | 0.9197 |
| 0.1295        | 0.486 | 4860  | 0.1777          | 0.9206 |
| 0.2251        | 0.487 | 4870  | 0.1632          | 0.9221 |
| 0.1973        | 0.488 | 4880  | 0.1584          | 0.9300 |
| 0.2054        | 0.489 | 4890  | 0.1594          | 0.9247 |
| 0.1955        | 0.49  | 4900  | 0.1611          | 0.9301 |
| 0.2192        | 0.491 | 4910  | 0.1673          | 0.9243 |
| 0.1694        | 0.492 | 4920  | 0.1630          | 0.9280 |
| 0.2275        | 0.493 | 4930  | 0.1643          | 0.9226 |
| 0.208         | 0.494 | 4940  | 0.1749          | 0.9184 |
| 0.1429        | 0.495 | 4950  | 0.1709          | 0.9191 |
| 0.1433        | 0.496 | 4960  | 0.1712          | 0.9189 |
| 0.1275        | 0.497 | 4970  | 0.1773          | 0.9143 |
| 0.1427        | 0.498 | 4980  | 0.1758          | 0.9207 |
| 0.1689        | 0.499 | 4990  | 0.1744          | 0.9225 |
| 0.199         | 0.5   | 5000  | 0.1703          | 0.9264 |
| 0.1973        | 0.501 | 5010  | 0.1711          | 0.9285 |
| 0.1671        | 0.502 | 5020  | 0.1698          | 0.9238 |
| 0.2287        | 0.503 | 5030  | 0.1716          | 0.9228 |
| 0.1917        | 0.504 | 5040  | 0.1602          | 0.9249 |
| 0.1709        | 0.505 | 5050  | 0.1573          | 0.9295 |
| 0.2076        | 0.506 | 5060  | 0.1606          | 0.9215 |
| 0.1645        | 0.507 | 5070  | 0.1582          | 0.9242 |
| 0.1879        | 0.508 | 5080  | 0.1550          | 0.9261 |
| 0.1447        | 0.509 | 5090  | 0.1557          | 0.9327 |
| 0.1519        | 0.51  | 5100  | 0.1641          | 0.9299 |
| 0.1607        | 0.511 | 5110  | 0.1720          | 0.9255 |
| 0.2512        | 0.512 | 5120  | 0.1690          | 0.9242 |
| 0.1772        | 0.513 | 5130  | 0.1571          | 0.9312 |
| 0.1358        | 0.514 | 5140  | 0.1597          | 0.9253 |
| 0.1785        | 0.515 | 5150  | 0.1548          | 0.9314 |
| 0.1668        | 0.516 | 5160  | 0.1568          | 0.9303 |
| 0.1876        | 0.517 | 5170  | 0.1571          | 0.9273 |
| 0.1599        | 0.518 | 5180  | 0.1584          | 0.9366 |
| 0.1567        | 0.519 | 5190  | 0.1627          | 0.9251 |
| 0.1491        | 0.52  | 5200  | 0.1681          | 0.9208 |
| 0.184         | 0.521 | 5210  | 0.1608          | 0.9276 |
| 0.193         | 0.522 | 5220  | 0.1542          | 0.9215 |
| 0.2304        | 0.523 | 5230  | 0.1491          | 0.9323 |
| 0.1729        | 0.524 | 5240  | 0.1493          | 0.9343 |
| 0.1812        | 0.525 | 5250  | 0.1494          | 0.9324 |
| 0.1675        | 0.526 | 5260  | 0.1564          | 0.9277 |
| 0.2164        | 0.527 | 5270  | 0.1533          | 0.9282 |
| 0.1708        | 0.528 | 5280  | 0.1524          | 0.9309 |
| 0.1307        | 0.529 | 5290  | 0.1515          | 0.9343 |
| 0.2109        | 0.53  | 5300  | 0.1595          | 0.9280 |
| 0.1505        | 0.531 | 5310  | 0.1633          | 0.9245 |
| 0.1652        | 0.532 | 5320  | 0.1594          | 0.9328 |
| 0.1794        | 0.533 | 5330  | 0.1707          | 0.9232 |
| 0.2188        | 0.534 | 5340  | 0.1654          | 0.9255 |
| 0.1683        | 0.535 | 5350  | 0.1587          | 0.9292 |
| 0.1709        | 0.536 | 5360  | 0.1651          | 0.9293 |
| 0.1794        | 0.537 | 5370  | 0.1606          | 0.9297 |
| 0.1277        | 0.538 | 5380  | 0.1546          | 0.9242 |
| 0.1787        | 0.539 | 5390  | 0.1599          | 0.9291 |
| 0.1492        | 0.54  | 5400  | 0.1710          | 0.9287 |
| 0.117         | 0.541 | 5410  | 0.1709          | 0.9292 |
| 0.139         | 0.542 | 5420  | 0.1679          | 0.9251 |
| 0.2192        | 0.543 | 5430  | 0.1666          | 0.9268 |
| 0.1548        | 0.544 | 5440  | 0.1641          | 0.9292 |
| 0.1613        | 0.545 | 5450  | 0.1628          | 0.9316 |
| 0.2514        | 0.546 | 5460  | 0.1607          | 0.9295 |
| 0.1481        | 0.547 | 5470  | 0.1569          | 0.9277 |
| 0.16          | 0.548 | 5480  | 0.1554          | 0.9331 |
| 0.1249        | 0.549 | 5490  | 0.1516          | 0.9340 |
| 0.1975        | 0.55  | 5500  | 0.1526          | 0.9320 |
| 0.1831        | 0.551 | 5510  | 0.1800          | 0.9185 |
| 0.2268        | 0.552 | 5520  | 0.1644          | 0.9231 |
| 0.0959        | 0.553 | 5530  | 0.1595          | 0.9247 |
| 0.1268        | 0.554 | 5540  | 0.1619          | 0.9272 |
| 0.186         | 0.555 | 5550  | 0.1566          | 0.9284 |
| 0.2403        | 0.556 | 5560  | 0.1632          | 0.9259 |
| 0.1602        | 0.557 | 5570  | 0.1639          | 0.9250 |
| 0.1926        | 0.558 | 5580  | 0.1629          | 0.9288 |
| 0.1992        | 0.559 | 5590  | 0.1595          | 0.9288 |
| 0.1652        | 0.56  | 5600  | 0.1508          | 0.9349 |
| 0.1072        | 0.561 | 5610  | 0.1442          | 0.9338 |
| 0.184         | 0.562 | 5620  | 0.1456          | 0.9333 |
| 0.2096        | 0.563 | 5630  | 0.1472          | 0.9373 |
| 0.1582        | 0.564 | 5640  | 0.1514          | 0.9358 |
| 0.1963        | 0.565 | 5650  | 0.1498          | 0.9354 |
| 0.1916        | 0.566 | 5660  | 0.1507          | 0.9303 |
| 0.1429        | 0.567 | 5670  | 0.1487          | 0.9386 |
| 0.1419        | 0.568 | 5680  | 0.1495          | 0.9374 |
| 0.1167        | 0.569 | 5690  | 0.1495          | 0.9398 |
| 0.1305        | 0.57  | 5700  | 0.1522          | 0.9398 |
| 0.1949        | 0.571 | 5710  | 0.1519          | 0.9354 |
| 0.269         | 0.572 | 5720  | 0.1536          | 0.9356 |
| 0.1536        | 0.573 | 5730  | 0.1467          | 0.9407 |
| 0.1426        | 0.574 | 5740  | 0.1443          | 0.9406 |
| 0.1979        | 0.575 | 5750  | 0.1661          | 0.9278 |
| 0.2082        | 0.576 | 5760  | 0.1558          | 0.9304 |
| 0.147         | 0.577 | 5770  | 0.1475          | 0.9350 |
| 0.2214        | 0.578 | 5780  | 0.1434          | 0.9326 |
| 0.1147        | 0.579 | 5790  | 0.1392          | 0.9431 |
| 0.0913        | 0.58  | 5800  | 0.1447          | 0.9370 |
| 0.1517        | 0.581 | 5810  | 0.1472          | 0.9375 |
| 0.1945        | 0.582 | 5820  | 0.1488          | 0.9365 |
| 0.136         | 0.583 | 5830  | 0.1538          | 0.9319 |
| 0.285         | 0.584 | 5840  | 0.1550          | 0.9318 |
| 0.2128        | 0.585 | 5850  | 0.1479          | 0.9351 |
| 0.1587        | 0.586 | 5860  | 0.1420          | 0.9378 |
| 0.1735        | 0.587 | 5870  | 0.1450          | 0.9375 |
| 0.137         | 0.588 | 5880  | 0.1467          | 0.9348 |
| 0.1344        | 0.589 | 5890  | 0.1420          | 0.9378 |
| 0.174         | 0.59  | 5900  | 0.1432          | 0.9330 |
| 0.1697        | 0.591 | 5910  | 0.1482          | 0.9322 |
| 0.1392        | 0.592 | 5920  | 0.1521          | 0.9283 |
| 0.1561        | 0.593 | 5930  | 0.1519          | 0.9297 |
| 0.1289        | 0.594 | 5940  | 0.1511          | 0.9277 |
| 0.1832        | 0.595 | 5950  | 0.1488          | 0.9271 |
| 0.0969        | 0.596 | 5960  | 0.1465          | 0.9301 |
| 0.1519        | 0.597 | 5970  | 0.1507          | 0.9263 |
| 0.115         | 0.598 | 5980  | 0.1521          | 0.9331 |
| 0.1303        | 0.599 | 5990  | 0.1544          | 0.9315 |
| 0.1779        | 0.6   | 6000  | 0.1552          | 0.9316 |
| 0.1911        | 0.601 | 6010  | 0.1573          | 0.9271 |
| 0.2195        | 0.602 | 6020  | 0.1441          | 0.9329 |
| 0.1524        | 0.603 | 6030  | 0.1380          | 0.9317 |
| 0.098         | 0.604 | 6040  | 0.1404          | 0.9346 |
| 0.1873        | 0.605 | 6050  | 0.1493          | 0.9327 |
| 0.1983        | 0.606 | 6060  | 0.1579          | 0.9261 |
| 0.1419        | 0.607 | 6070  | 0.1571          | 0.9280 |
| 0.1758        | 0.608 | 6080  | 0.1465          | 0.9340 |
| 0.1593        | 0.609 | 6090  | 0.1449          | 0.9295 |
| 0.1465        | 0.61  | 6100  | 0.1440          | 0.9257 |
| 0.1285        | 0.611 | 6110  | 0.1377          | 0.9374 |
| 0.1849        | 0.612 | 6120  | 0.1420          | 0.9359 |
| 0.1417        | 0.613 | 6130  | 0.1467          | 0.9391 |
| 0.1379        | 0.614 | 6140  | 0.1438          | 0.9340 |
| 0.1905        | 0.615 | 6150  | 0.1469          | 0.9334 |
| 0.1737        | 0.616 | 6160  | 0.1452          | 0.9383 |
| 0.1208        | 0.617 | 6170  | 0.1460          | 0.9401 |
| 0.1876        | 0.618 | 6180  | 0.1544          | 0.9314 |
| 0.2501        | 0.619 | 6190  | 0.1527          | 0.9384 |
| 0.1855        | 0.62  | 6200  | 0.1439          | 0.9373 |
| 0.1433        | 0.621 | 6210  | 0.1394          | 0.9290 |
| 0.2147        | 0.622 | 6220  | 0.1334          | 0.9309 |
| 0.1806        | 0.623 | 6230  | 0.1329          | 0.9383 |
| 0.1517        | 0.624 | 6240  | 0.1365          | 0.9363 |
| 0.1423        | 0.625 | 6250  | 0.1465          | 0.9306 |
| 0.1765        | 0.626 | 6260  | 0.1549          | 0.9241 |
| 0.2143        | 0.627 | 6270  | 0.1490          | 0.9274 |
| 0.1689        | 0.628 | 6280  | 0.1358          | 0.9349 |
| 0.1412        | 0.629 | 6290  | 0.1354          | 0.9355 |
| 0.1701        | 0.63  | 6300  | 0.1358          | 0.9349 |
| 0.1317        | 0.631 | 6310  | 0.1421          | 0.9304 |
| 0.1668        | 0.632 | 6320  | 0.1413          | 0.9330 |
| 0.1933        | 0.633 | 6330  | 0.1371          | 0.9386 |
| 0.1499        | 0.634 | 6340  | 0.1354          | 0.9430 |
| 0.1796        | 0.635 | 6350  | 0.1352          | 0.9426 |
| 0.1234        | 0.636 | 6360  | 0.1369          | 0.9388 |
| 0.1951        | 0.637 | 6370  | 0.1419          | 0.9396 |
| 0.0861        | 0.638 | 6380  | 0.1508          | 0.9325 |
| 0.1367        | 0.639 | 6390  | 0.1439          | 0.9401 |
| 0.1637        | 0.64  | 6400  | 0.1382          | 0.9387 |
| 0.1064        | 0.641 | 6410  | 0.1278          | 0.9421 |
| 0.1211        | 0.642 | 6420  | 0.1287          | 0.9462 |
| 0.1922        | 0.643 | 6430  | 0.1337          | 0.9418 |
| 0.1345        | 0.644 | 6440  | 0.1381          | 0.9411 |
| 0.1152        | 0.645 | 6450  | 0.1362          | 0.9398 |
| 0.1691        | 0.646 | 6460  | 0.1441          | 0.9347 |
| 0.1432        | 0.647 | 6470  | 0.1363          | 0.9353 |
| 0.1131        | 0.648 | 6480  | 0.1323          | 0.9358 |
| 0.1506        | 0.649 | 6490  | 0.1337          | 0.9349 |
| 0.2489        | 0.65  | 6500  | 0.1320          | 0.9422 |
| 0.1354        | 0.651 | 6510  | 0.1327          | 0.9491 |
| 0.1034        | 0.652 | 6520  | 0.1311          | 0.9428 |
| 0.1797        | 0.653 | 6530  | 0.1327          | 0.9454 |
| 0.2172        | 0.654 | 6540  | 0.1299          | 0.9434 |
| 0.1505        | 0.655 | 6550  | 0.1297          | 0.9370 |
| 0.1851        | 0.656 | 6560  | 0.1307          | 0.9366 |
| 0.2165        | 0.657 | 6570  | 0.1306          | 0.9359 |
| 0.1523        | 0.658 | 6580  | 0.1293          | 0.9358 |
| 0.1752        | 0.659 | 6590  | 0.1303          | 0.9368 |
| 0.1435        | 0.66  | 6600  | 0.1295          | 0.9395 |
| 0.1347        | 0.661 | 6610  | 0.1285          | 0.9364 |
| 0.1555        | 0.662 | 6620  | 0.1359          | 0.9342 |
| 0.0997        | 0.663 | 6630  | 0.1373          | 0.9332 |
| 0.1844        | 0.664 | 6640  | 0.1401          | 0.9390 |
| 0.1551        | 0.665 | 6650  | 0.1408          | 0.9388 |
| 0.1633        | 0.666 | 6660  | 0.1352          | 0.9358 |
| 0.1112        | 0.667 | 6670  | 0.1358          | 0.9343 |
| 0.1259        | 0.668 | 6680  | 0.1359          | 0.9361 |
| 0.2496        | 0.669 | 6690  | 0.1351          | 0.9425 |
| 0.1874        | 0.67  | 6700  | 0.1437          | 0.9394 |
| 0.1842        | 0.671 | 6710  | 0.1392          | 0.9388 |
| 0.106         | 0.672 | 6720  | 0.1393          | 0.9357 |
| 0.1232        | 0.673 | 6730  | 0.1429          | 0.9376 |
| 0.1449        | 0.674 | 6740  | 0.1407          | 0.9389 |
| 0.1366        | 0.675 | 6750  | 0.1363          | 0.9377 |
| 0.1654        | 0.676 | 6760  | 0.1375          | 0.9371 |
| 0.1281        | 0.677 | 6770  | 0.1445          | 0.9329 |
| 0.2304        | 0.678 | 6780  | 0.1422          | 0.9319 |
| 0.1593        | 0.679 | 6790  | 0.1420          | 0.9322 |
| 0.1615        | 0.68  | 6800  | 0.1389          | 0.9401 |
| 0.1609        | 0.681 | 6810  | 0.1397          | 0.9420 |
| 0.1807        | 0.682 | 6820  | 0.1373          | 0.9362 |
| 0.2436        | 0.683 | 6830  | 0.1361          | 0.9356 |
| 0.1432        | 0.684 | 6840  | 0.1371          | 0.9349 |
| 0.1015        | 0.685 | 6850  | 0.1370          | 0.9363 |
| 0.1378        | 0.686 | 6860  | 0.1320          | 0.9366 |
| 0.1594        | 0.687 | 6870  | 0.1341          | 0.9377 |
| 0.13          | 0.688 | 6880  | 0.1390          | 0.9355 |
| 0.1325        | 0.689 | 6890  | 0.1366          | 0.9361 |
| 0.1238        | 0.69  | 6900  | 0.1373          | 0.9375 |
| 0.1305        | 0.691 | 6910  | 0.1393          | 0.9418 |
| 0.215         | 0.692 | 6920  | 0.1405          | 0.9371 |
| 0.228         | 0.693 | 6930  | 0.1387          | 0.9373 |
| 0.1245        | 0.694 | 6940  | 0.1347          | 0.9366 |
| 0.1754        | 0.695 | 6950  | 0.1336          | 0.9390 |
| 0.1382        | 0.696 | 6960  | 0.1362          | 0.9349 |
| 0.1866        | 0.697 | 6970  | 0.1378          | 0.9327 |
| 0.2051        | 0.698 | 6980  | 0.1316          | 0.9388 |
| 0.0997        | 0.699 | 6990  | 0.1339          | 0.9332 |
| 0.1574        | 0.7   | 7000  | 0.1430          | 0.9255 |
| 0.1643        | 0.701 | 7010  | 0.1454          | 0.9231 |
| 0.2168        | 0.702 | 7020  | 0.1444          | 0.9262 |
| 0.1226        | 0.703 | 7030  | 0.1383          | 0.9343 |
| 0.0938        | 0.704 | 7040  | 0.1385          | 0.9332 |
| 0.1476        | 0.705 | 7050  | 0.1411          | 0.9322 |
| 0.1174        | 0.706 | 7060  | 0.1386          | 0.9316 |
| 0.16          | 0.707 | 7070  | 0.1384          | 0.9338 |
| 0.21          | 0.708 | 7080  | 0.1407          | 0.9322 |
| 0.1288        | 0.709 | 7090  | 0.1447          | 0.9371 |
| 0.1894        | 0.71  | 7100  | 0.1410          | 0.9370 |
| 0.15          | 0.711 | 7110  | 0.1349          | 0.9342 |
| 0.0823        | 0.712 | 7120  | 0.1346          | 0.9363 |
| 0.2081        | 0.713 | 7130  | 0.1349          | 0.9338 |
| 0.1875        | 0.714 | 7140  | 0.1348          | 0.9316 |
| 0.237         | 0.715 | 7150  | 0.1362          | 0.9316 |
| 0.139         | 0.716 | 7160  | 0.1382          | 0.9319 |
| 0.0989        | 0.717 | 7170  | 0.1365          | 0.9339 |
| 0.1211        | 0.718 | 7180  | 0.1333          | 0.9314 |
| 0.1755        | 0.719 | 7190  | 0.1315          | 0.9355 |
| 0.1848        | 0.72  | 7200  | 0.1327          | 0.9301 |
| 0.1119        | 0.721 | 7210  | 0.1339          | 0.9329 |
| 0.1475        | 0.722 | 7220  | 0.1306          | 0.9318 |
| 0.1113        | 0.723 | 7230  | 0.1330          | 0.9317 |
| 0.118         | 0.724 | 7240  | 0.1348          | 0.9312 |
| 0.1506        | 0.725 | 7250  | 0.1362          | 0.9306 |
| 0.1317        | 0.726 | 7260  | 0.1334          | 0.9300 |
| 0.1135        | 0.727 | 7270  | 0.1435          | 0.9380 |
| 0.1604        | 0.728 | 7280  | 0.1452          | 0.9358 |
| 0.1608        | 0.729 | 7290  | 0.1360          | 0.9362 |
| 0.1082        | 0.73  | 7300  | 0.1373          | 0.9360 |
| 0.2255        | 0.731 | 7310  | 0.1451          | 0.9290 |
| 0.1271        | 0.732 | 7320  | 0.1433          | 0.9315 |
| 0.1215        | 0.733 | 7330  | 0.1366          | 0.9307 |
| 0.1288        | 0.734 | 7340  | 0.1354          | 0.9357 |
| 0.1317        | 0.735 | 7350  | 0.1436          | 0.9332 |
| 0.1921        | 0.736 | 7360  | 0.1455          | 0.9322 |
| 0.1373        | 0.737 | 7370  | 0.1378          | 0.9372 |
| 0.218         | 0.738 | 7380  | 0.1345          | 0.9359 |
| 0.2011        | 0.739 | 7390  | 0.1330          | 0.9335 |
| 0.2116        | 0.74  | 7400  | 0.1353          | 0.9277 |
| 0.1246        | 0.741 | 7410  | 0.1345          | 0.9290 |
| 0.1687        | 0.742 | 7420  | 0.1345          | 0.9234 |
| 0.1417        | 0.743 | 7430  | 0.1344          | 0.9288 |
| 0.1429        | 0.744 | 7440  | 0.1320          | 0.9293 |
| 0.1559        | 0.745 | 7450  | 0.1325          | 0.9284 |
| 0.168         | 0.746 | 7460  | 0.1354          | 0.9336 |
| 0.1854        | 0.747 | 7470  | 0.1341          | 0.9340 |
| 0.1707        | 0.748 | 7480  | 0.1366          | 0.9333 |
| 0.1608        | 0.749 | 7490  | 0.1376          | 0.9328 |
| 0.1845        | 0.75  | 7500  | 0.1428          | 0.9263 |
| 0.2005        | 0.751 | 7510  | 0.1446          | 0.9330 |
| 0.1182        | 0.752 | 7520  | 0.1424          | 0.9403 |
| 0.1394        | 0.753 | 7530  | 0.1362          | 0.9384 |
| 0.1735        | 0.754 | 7540  | 0.1351          | 0.9382 |
| 0.1381        | 0.755 | 7550  | 0.1318          | 0.9372 |
| 0.1901        | 0.756 | 7560  | 0.1303          | 0.9343 |
| 0.1661        | 0.757 | 7570  | 0.1359          | 0.9324 |
| 0.142         | 0.758 | 7580  | 0.1348          | 0.9343 |
| 0.1809        | 0.759 | 7590  | 0.1355          | 0.9353 |
| 0.1708        | 0.76  | 7600  | 0.1377          | 0.9307 |
| 0.1324        | 0.761 | 7610  | 0.1395          | 0.9277 |
| 0.1288        | 0.762 | 7620  | 0.1459          | 0.9281 |
| 0.1496        | 0.763 | 7630  | 0.1528          | 0.9291 |
| 0.1184        | 0.764 | 7640  | 0.1461          | 0.9283 |
| 0.1629        | 0.765 | 7650  | 0.1371          | 0.9362 |
| 0.203         | 0.766 | 7660  | 0.1357          | 0.9398 |
| 0.1362        | 0.767 | 7670  | 0.1335          | 0.9372 |
| 0.0951        | 0.768 | 7680  | 0.1326          | 0.9350 |
| 0.1582        | 0.769 | 7690  | 0.1383          | 0.9379 |
| 0.1218        | 0.77  | 7700  | 0.1348          | 0.9408 |
| 0.1607        | 0.771 | 7710  | 0.1324          | 0.9394 |
| 0.1555        | 0.772 | 7720  | 0.1349          | 0.9386 |
| 0.1988        | 0.773 | 7730  | 0.1337          | 0.9363 |
| 0.0823        | 0.774 | 7740  | 0.1333          | 0.9371 |
| 0.1827        | 0.775 | 7750  | 0.1319          | 0.9366 |
| 0.1844        | 0.776 | 7760  | 0.1315          | 0.9373 |
| 0.1711        | 0.777 | 7770  | 0.1320          | 0.9394 |
| 0.1501        | 0.778 | 7780  | 0.1331          | 0.9398 |
| 0.1481        | 0.779 | 7790  | 0.1352          | 0.9372 |
| 0.1123        | 0.78  | 7800  | 0.1329          | 0.9361 |
| 0.2192        | 0.781 | 7810  | 0.1329          | 0.9325 |
| 0.1706        | 0.782 | 7820  | 0.1346          | 0.9303 |
| 0.1741        | 0.783 | 7830  | 0.1337          | 0.9328 |
| 0.1383        | 0.784 | 7840  | 0.1313          | 0.9401 |
| 0.1406        | 0.785 | 7850  | 0.1328          | 0.9395 |
| 0.1339        | 0.786 | 7860  | 0.1324          | 0.9380 |
| 0.0995        | 0.787 | 7870  | 0.1330          | 0.9366 |
| 0.1629        | 0.788 | 7880  | 0.1348          | 0.9399 |
| 0.0979        | 0.789 | 7890  | 0.1367          | 0.9399 |
| 0.1297        | 0.79  | 7900  | 0.1373          | 0.9430 |
| 0.1375        | 0.791 | 7910  | 0.1380          | 0.9395 |
| 0.1866        | 0.792 | 7920  | 0.1360          | 0.9448 |
| 0.1756        | 0.793 | 7930  | 0.1311          | 0.9379 |
| 0.0814        | 0.794 | 7940  | 0.1288          | 0.9360 |
| 0.178         | 0.795 | 7950  | 0.1293          | 0.9392 |
| 0.126         | 0.796 | 7960  | 0.1276          | 0.9398 |
| 0.1311        | 0.797 | 7970  | 0.1270          | 0.9406 |
| 0.1421        | 0.798 | 7980  | 0.1310          | 0.9406 |
| 0.208         | 0.799 | 7990  | 0.1307          | 0.9411 |
| 0.1573        | 0.8   | 8000  | 0.1293          | 0.9387 |
| 0.1541        | 0.801 | 8010  | 0.1278          | 0.9380 |
| 0.1684        | 0.802 | 8020  | 0.1261          | 0.9380 |
| 0.1055        | 0.803 | 8030  | 0.1255          | 0.9370 |
| 0.126         | 0.804 | 8040  | 0.1274          | 0.9435 |
| 0.1832        | 0.805 | 8050  | 0.1305          | 0.9398 |
| 0.1268        | 0.806 | 8060  | 0.1311          | 0.9384 |
| 0.131         | 0.807 | 8070  | 0.1306          | 0.9400 |
| 0.1816        | 0.808 | 8080  | 0.1322          | 0.9349 |
| 0.0741        | 0.809 | 8090  | 0.1349          | 0.9356 |
| 0.1177        | 0.81  | 8100  | 0.1365          | 0.9341 |
| 0.1746        | 0.811 | 8110  | 0.1366          | 0.9347 |
| 0.1427        | 0.812 | 8120  | 0.1320          | 0.9379 |
| 0.1598        | 0.813 | 8130  | 0.1266          | 0.9407 |
| 0.1426        | 0.814 | 8140  | 0.1254          | 0.9409 |
| 0.2106        | 0.815 | 8150  | 0.1269          | 0.9360 |
| 0.166         | 0.816 | 8160  | 0.1303          | 0.9393 |
| 0.125         | 0.817 | 8170  | 0.1289          | 0.9407 |
| 0.2108        | 0.818 | 8180  | 0.1292          | 0.9357 |
| 0.178         | 0.819 | 8190  | 0.1291          | 0.9368 |
| 0.2           | 0.82  | 8200  | 0.1301          | 0.9377 |
| 0.1461        | 0.821 | 8210  | 0.1294          | 0.9415 |
| 0.1479        | 0.822 | 8220  | 0.1267          | 0.9401 |
| 0.1738        | 0.823 | 8230  | 0.1262          | 0.9415 |
| 0.1045        | 0.824 | 8240  | 0.1282          | 0.9431 |
| 0.1864        | 0.825 | 8250  | 0.1295          | 0.9431 |
| 0.2176        | 0.826 | 8260  | 0.1300          | 0.9415 |
| 0.2055        | 0.827 | 8270  | 0.1295          | 0.9373 |
| 0.1623        | 0.828 | 8280  | 0.1310          | 0.9378 |
| 0.1975        | 0.829 | 8290  | 0.1301          | 0.9377 |
| 0.1808        | 0.83  | 8300  | 0.1312          | 0.9398 |
| 0.1056        | 0.831 | 8310  | 0.1352          | 0.9398 |
| 0.1676        | 0.832 | 8320  | 0.1356          | 0.9372 |
| 0.1836        | 0.833 | 8330  | 0.1363          | 0.9376 |
| 0.1194        | 0.834 | 8340  | 0.1356          | 0.9377 |
| 0.1249        | 0.835 | 8350  | 0.1338          | 0.9389 |
| 0.1779        | 0.836 | 8360  | 0.1338          | 0.9405 |
| 0.1166        | 0.837 | 8370  | 0.1341          | 0.9375 |
| 0.1178        | 0.838 | 8380  | 0.1327          | 0.9383 |
| 0.1075        | 0.839 | 8390  | 0.1311          | 0.9392 |
| 0.138         | 0.84  | 8400  | 0.1333          | 0.9375 |
| 0.2505        | 0.841 | 8410  | 0.1394          | 0.9392 |
| 0.1832        | 0.842 | 8420  | 0.1443          | 0.9346 |
| 0.1129        | 0.843 | 8430  | 0.1445          | 0.9321 |
| 0.1495        | 0.844 | 8440  | 0.1398          | 0.9373 |
| 0.1613        | 0.845 | 8450  | 0.1338          | 0.9384 |
| 0.1919        | 0.846 | 8460  | 0.1308          | 0.9417 |
| 0.1861        | 0.847 | 8470  | 0.1315          | 0.9428 |
| 0.1136        | 0.848 | 8480  | 0.1311          | 0.9426 |
| 0.1306        | 0.849 | 8490  | 0.1305          | 0.9418 |
| 0.1185        | 0.85  | 8500  | 0.1291          | 0.9395 |
| 0.123         | 0.851 | 8510  | 0.1286          | 0.9403 |
| 0.124         | 0.852 | 8520  | 0.1293          | 0.9398 |
| 0.1152        | 0.853 | 8530  | 0.1302          | 0.9432 |
| 0.1907        | 0.854 | 8540  | 0.1311          | 0.9396 |
| 0.1352        | 0.855 | 8550  | 0.1315          | 0.9414 |
| 0.1529        | 0.856 | 8560  | 0.1332          | 0.9394 |
| 0.2119        | 0.857 | 8570  | 0.1317          | 0.9412 |
| 0.0997        | 0.858 | 8580  | 0.1307          | 0.9387 |
| 0.1687        | 0.859 | 8590  | 0.1313          | 0.9385 |
| 0.1966        | 0.86  | 8600  | 0.1300          | 0.9390 |
| 0.1452        | 0.861 | 8610  | 0.1274          | 0.9379 |
| 0.1389        | 0.862 | 8620  | 0.1276          | 0.9392 |
| 0.1257        | 0.863 | 8630  | 0.1282          | 0.9412 |
| 0.1493        | 0.864 | 8640  | 0.1269          | 0.9374 |
| 0.2041        | 0.865 | 8650  | 0.1290          | 0.9386 |
| 0.1235        | 0.866 | 8660  | 0.1295          | 0.9412 |
| 0.0813        | 0.867 | 8670  | 0.1305          | 0.9407 |
| 0.1382        | 0.868 | 8680  | 0.1329          | 0.9423 |
| 0.1035        | 0.869 | 8690  | 0.1347          | 0.9387 |
| 0.1524        | 0.87  | 8700  | 0.1309          | 0.9414 |
| 0.1245        | 0.871 | 8710  | 0.1288          | 0.9400 |
| 0.1096        | 0.872 | 8720  | 0.1283          | 0.9392 |
| 0.1561        | 0.873 | 8730  | 0.1275          | 0.9408 |
| 0.1319        | 0.874 | 8740  | 0.1264          | 0.9413 |
| 0.1425        | 0.875 | 8750  | 0.1263          | 0.9367 |
| 0.1551        | 0.876 | 8760  | 0.1278          | 0.9380 |
| 0.187         | 0.877 | 8770  | 0.1291          | 0.9370 |
| 0.1376        | 0.878 | 8780  | 0.1316          | 0.9342 |
| 0.1772        | 0.879 | 8790  | 0.1328          | 0.9361 |
| 0.1657        | 0.88  | 8800  | 0.1315          | 0.9378 |
| 0.1423        | 0.881 | 8810  | 0.1325          | 0.9422 |
| 0.1429        | 0.882 | 8820  | 0.1309          | 0.9376 |
| 0.1431        | 0.883 | 8830  | 0.1296          | 0.9363 |
| 0.1234        | 0.884 | 8840  | 0.1275          | 0.9352 |
| 0.1377        | 0.885 | 8850  | 0.1282          | 0.9370 |
| 0.1325        | 0.886 | 8860  | 0.1288          | 0.9374 |
| 0.1386        | 0.887 | 8870  | 0.1282          | 0.9405 |
| 0.1631        | 0.888 | 8880  | 0.1276          | 0.9390 |
| 0.2117        | 0.889 | 8890  | 0.1261          | 0.9376 |
| 0.139         | 0.89  | 8900  | 0.1252          | 0.9350 |
| 0.1719        | 0.891 | 8910  | 0.1258          | 0.9342 |
| 0.1408        | 0.892 | 8920  | 0.1261          | 0.9342 |
| 0.1657        | 0.893 | 8930  | 0.1272          | 0.9375 |
| 0.1558        | 0.894 | 8940  | 0.1279          | 0.9355 |
| 0.1084        | 0.895 | 8950  | 0.1287          | 0.9403 |
| 0.1264        | 0.896 | 8960  | 0.1307          | 0.9383 |
| 0.1607        | 0.897 | 8970  | 0.1310          | 0.9386 |
| 0.1423        | 0.898 | 8980  | 0.1312          | 0.9370 |
| 0.1114        | 0.899 | 8990  | 0.1322          | 0.9385 |
| 0.1389        | 0.9   | 9000  | 0.1324          | 0.9376 |
| 0.1933        | 0.901 | 9010  | 0.1318          | 0.9382 |
| 0.1274        | 0.902 | 9020  | 0.1307          | 0.9423 |
| 0.1647        | 0.903 | 9030  | 0.1283          | 0.9428 |
| 0.1518        | 0.904 | 9040  | 0.1271          | 0.9433 |
| 0.1801        | 0.905 | 9050  | 0.1275          | 0.9409 |
| 0.1996        | 0.906 | 9060  | 0.1271          | 0.9367 |
| 0.1646        | 0.907 | 9070  | 0.1274          | 0.9369 |
| 0.1331        | 0.908 | 9080  | 0.1285          | 0.9364 |
| 0.1095        | 0.909 | 9090  | 0.1295          | 0.9349 |
| 0.1143        | 0.91  | 9100  | 0.1284          | 0.9401 |
| 0.1485        | 0.911 | 9110  | 0.1276          | 0.9403 |
| 0.0699        | 0.912 | 9120  | 0.1272          | 0.9423 |
| 0.1465        | 0.913 | 9130  | 0.1273          | 0.9413 |
| 0.1555        | 0.914 | 9140  | 0.1275          | 0.9413 |
| 0.088         | 0.915 | 9150  | 0.1278          | 0.9412 |
| 0.1705        | 0.916 | 9160  | 0.1276          | 0.9391 |
| 0.1643        | 0.917 | 9170  | 0.1278          | 0.9375 |
| 0.1684        | 0.918 | 9180  | 0.1288          | 0.9383 |
| 0.2409        | 0.919 | 9190  | 0.1300          | 0.9389 |
| 0.1119        | 0.92  | 9200  | 0.1287          | 0.9382 |
| 0.1179        | 0.921 | 9210  | 0.1281          | 0.9394 |
| 0.1527        | 0.922 | 9220  | 0.1285          | 0.9409 |
| 0.1124        | 0.923 | 9230  | 0.1289          | 0.9394 |
| 0.1162        | 0.924 | 9240  | 0.1294          | 0.9384 |
| 0.1859        | 0.925 | 9250  | 0.1293          | 0.9388 |
| 0.1007        | 0.926 | 9260  | 0.1296          | 0.9372 |
| 0.1072        | 0.927 | 9270  | 0.1289          | 0.9360 |
| 0.1343        | 0.928 | 9280  | 0.1299          | 0.9354 |
| 0.1395        | 0.929 | 9290  | 0.1299          | 0.9373 |
| 0.1865        | 0.93  | 9300  | 0.1296          | 0.9376 |
| 0.0891        | 0.931 | 9310  | 0.1299          | 0.9376 |
| 0.12          | 0.932 | 9320  | 0.1309          | 0.9366 |
| 0.1031        | 0.933 | 9330  | 0.1322          | 0.9382 |
| 0.1011        | 0.934 | 9340  | 0.1342          | 0.9387 |
| 0.124         | 0.935 | 9350  | 0.1343          | 0.9387 |
| 0.124         | 0.936 | 9360  | 0.1337          | 0.9403 |
| 0.1346        | 0.937 | 9370  | 0.1331          | 0.9382 |
| 0.1656        | 0.938 | 9380  | 0.1318          | 0.9397 |
| 0.1446        | 0.939 | 9390  | 0.1321          | 0.9407 |
| 0.1621        | 0.94  | 9400  | 0.1321          | 0.9397 |
| 0.1469        | 0.941 | 9410  | 0.1330          | 0.9407 |
| 0.1492        | 0.942 | 9420  | 0.1346          | 0.9403 |
| 0.1746        | 0.943 | 9430  | 0.1343          | 0.9403 |
| 0.1282        | 0.944 | 9440  | 0.1329          | 0.9418 |
| 0.1443        | 0.945 | 9450  | 0.1316          | 0.9413 |
| 0.1655        | 0.946 | 9460  | 0.1305          | 0.9417 |
| 0.1749        | 0.947 | 9470  | 0.1295          | 0.9417 |
| 0.1642        | 0.948 | 9480  | 0.1291          | 0.9407 |
| 0.1155        | 0.949 | 9490  | 0.1288          | 0.9407 |
| 0.1252        | 0.95  | 9500  | 0.1284          | 0.9421 |
| 0.0801        | 0.951 | 9510  | 0.1288          | 0.9421 |
| 0.1442        | 0.952 | 9520  | 0.1290          | 0.9421 |
| 0.1711        | 0.953 | 9530  | 0.1292          | 0.9421 |
| 0.1003        | 0.954 | 9540  | 0.1293          | 0.9405 |
| 0.1406        | 0.955 | 9550  | 0.1290          | 0.9396 |
| 0.1614        | 0.956 | 9560  | 0.1290          | 0.9381 |
| 0.1685        | 0.957 | 9570  | 0.1292          | 0.9381 |
| 0.1286        | 0.958 | 9580  | 0.1291          | 0.9381 |
| 0.16          | 0.959 | 9590  | 0.1292          | 0.9365 |
| 0.1299        | 0.96  | 9600  | 0.1296          | 0.9374 |
| 0.0625        | 0.961 | 9610  | 0.1302          | 0.9353 |
| 0.1405        | 0.962 | 9620  | 0.1303          | 0.9353 |
| 0.1742        | 0.963 | 9630  | 0.1296          | 0.9374 |
| 0.2382        | 0.964 | 9640  | 0.1291          | 0.9390 |
| 0.1113        | 0.965 | 9650  | 0.1289          | 0.9381 |
| 0.1784        | 0.966 | 9660  | 0.1289          | 0.9381 |
| 0.1758        | 0.967 | 9670  | 0.1293          | 0.9381 |
| 0.127         | 0.968 | 9680  | 0.1301          | 0.9391 |
| 0.1734        | 0.969 | 9690  | 0.1304          | 0.9391 |
| 0.1404        | 0.97  | 9700  | 0.1303          | 0.9381 |
| 0.1352        | 0.971 | 9710  | 0.1305          | 0.9391 |
| 0.1539        | 0.972 | 9720  | 0.1304          | 0.9391 |
| 0.1027        | 0.973 | 9730  | 0.1309          | 0.9391 |
| 0.1598        | 0.974 | 9740  | 0.1307          | 0.9391 |
| 0.1606        | 0.975 | 9750  | 0.1305          | 0.9391 |
| 0.1401        | 0.976 | 9760  | 0.1305          | 0.9391 |
| 0.1927        | 0.977 | 9770  | 0.1304          | 0.9391 |
| 0.1041        | 0.978 | 9780  | 0.1306          | 0.9391 |
| 0.152         | 0.979 | 9790  | 0.1304          | 0.9391 |
| 0.1174        | 0.98  | 9800  | 0.1302          | 0.9391 |
| 0.1271        | 0.981 | 9810  | 0.1298          | 0.9391 |
| 0.1694        | 0.982 | 9820  | 0.1295          | 0.9391 |
| 0.1516        | 0.983 | 9830  | 0.1295          | 0.9391 |
| 0.1234        | 0.984 | 9840  | 0.1294          | 0.9391 |
| 0.1082        | 0.985 | 9850  | 0.1294          | 0.9391 |
| 0.1929        | 0.986 | 9860  | 0.1294          | 0.9391 |
| 0.1788        | 0.987 | 9870  | 0.1293          | 0.9391 |
| 0.125         | 0.988 | 9880  | 0.1291          | 0.9391 |
| 0.1335        | 0.989 | 9890  | 0.1292          | 0.9391 |
| 0.1345        | 0.99  | 9900  | 0.1293          | 0.9391 |
| 0.1502        | 0.991 | 9910  | 0.1294          | 0.9391 |
| 0.1444        | 0.992 | 9920  | 0.1296          | 0.9391 |
| 0.1139        | 0.993 | 9930  | 0.1296          | 0.9391 |
| 0.1599        | 0.994 | 9940  | 0.1295          | 0.9391 |
| 0.1023        | 0.995 | 9950  | 0.1295          | 0.9391 |
| 0.0991        | 0.996 | 9960  | 0.1295          | 0.9391 |
| 0.117         | 0.997 | 9970  | 0.1295          | 0.9391 |
| 0.134         | 0.998 | 9980  | 0.1295          | 0.9391 |
| 0.1423        | 0.999 | 9990  | 0.1295          | 0.9391 |
| 0.0845        | 1.0   | 10000 | 0.1295          | 0.9391 |


### Framework versions

- Transformers 4.44.1
- Pytorch 2.4.0
- Datasets 2.21.0
- Tokenizers 0.19.1

0 90 180 270