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| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
|---|---|---|---|---|---|---|
| No log | 0.25 | 2 | 9.0559 | 0.0 | 9.0559 | 3.0093 |
| No log | 0.5 | 4 | 7.5521 | 0.0 | 7.5521 | 2.7481 |
| No log | 0.75 | 6 | 6.7080 | 0.0 | 6.7080 | 2.5900 |
| No log | 1.0 | 8 | 5.8045 | 0.0180 | 5.8045 | 2.4093 |
| 4.5845 | 1.25 | 10 | 4.9096 | 0.0115 | 4.9096 | 2.2158 |
| 4.5845 | 1.5 | 12 | 4.1408 | 0.0077 | 4.1408 | 2.0349 |
| 4.5845 | 1.75 | 14 | 3.2685 | 0.0 | 3.2685 | 1.8079 |
| 4.5845 | 2.0 | 16 | 2.5537 | 0.0121 | 2.5537 | 1.5980 |
| 4.5845 | 2.25 | 18 | 1.9938 | 0.0601 | 1.9938 | 1.4120 |
| 2.3133 | 2.5 | 20 | 1.5847 | 0.0316 | 1.5847 | 1.2589 |
| 2.3133 | 2.75 | 22 | 1.6694 | 0.0316 | 1.6694 | 1.2921 |
| 2.3133 | 3.0 | 24 | 2.4441 | -0.0202 | 2.4441 | 1.5634 |
| 2.3133 | 3.25 | 26 | 2.6296 | -0.0358 | 2.6296 | 1.6216 |
| 2.3133 | 3.5 | 28 | 2.2309 | 0.0212 | 2.2309 | 1.4936 |
| 1.8983 | 3.75 | 30 | 1.7044 | 0.0212 | 1.7044 | 1.3055 |
| 1.8983 | 4.0 | 32 | 1.5493 | 0.0212 | 1.5493 | 1.2447 |
| 1.8983 | 4.25 | 34 | 1.5853 | 0.0212 | 1.5853 | 1.2591 |
| 1.8983 | 4.5 | 36 | 1.2924 | 0.0212 | 1.2924 | 1.1368 |
| 1.8983 | 4.75 | 38 | 1.2830 | 0.0212 | 1.2830 | 1.1327 |
| 1.8106 | 5.0 | 40 | 1.3938 | 0.0212 | 1.3938 | 1.1806 |
| 1.8106 | 5.25 | 42 | 1.8488 | 0.0240 | 1.8488 | 1.3597 |
| 1.8106 | 5.5 | 44 | 1.8455 | 0.0240 | 1.8455 | 1.3585 |
| 1.8106 | 5.75 | 46 | 1.5769 | 0.0212 | 1.5769 | 1.2558 |
| 1.8106 | 6.0 | 48 | 1.8972 | 0.0463 | 1.8972 | 1.3774 |
| 1.891 | 6.25 | 50 | 1.9382 | 0.0599 | 1.9382 | 1.3922 |
| 1.891 | 6.5 | 52 | 1.6098 | 0.0316 | 1.6098 | 1.2688 |
| 1.891 | 6.75 | 54 | 1.8559 | 0.0757 | 1.8559 | 1.3623 |
| 1.891 | 7.0 | 56 | 2.5476 | 0.0887 | 2.5476 | 1.5961 |
| 1.891 | 7.25 | 58 | 2.0828 | 0.1476 | 2.0828 | 1.4432 |
| 2.0189 | 7.5 | 60 | 1.4660 | 0.0316 | 1.4660 | 1.2108 |
| 2.0189 | 7.75 | 62 | 1.6962 | 0.0695 | 1.6962 | 1.3024 |
| 2.0189 | 8.0 | 64 | 1.5105 | 0.0500 | 1.5105 | 1.2290 |
| 2.0189 | 8.25 | 66 | 1.6781 | 0.0976 | 1.6781 | 1.2954 |
| 2.0189 | 8.5 | 68 | 2.2961 | 0.1135 | 2.2961 | 1.5153 |
| 1.6996 | 8.75 | 70 | 1.6358 | 0.1201 | 1.6358 | 1.2790 |
| 1.6996 | 9.0 | 72 | 1.3145 | 0.0599 | 1.3145 | 1.1465 |
| 1.6996 | 9.25 | 74 | 1.8705 | 0.1368 | 1.8705 | 1.3677 |
| 1.6996 | 9.5 | 76 | 2.0118 | 0.1211 | 2.0118 | 1.4184 |
| 1.6996 | 9.75 | 78 | 1.1221 | 0.1362 | 1.1221 | 1.0593 |
| 1.5317 | 10.0 | 80 | 0.9808 | 0.1291 | 0.9808 | 0.9903 |
| 1.5317 | 10.25 | 82 | 1.3315 | 0.1891 | 1.3315 | 1.1539 |
| 1.5317 | 10.5 | 84 | 1.8226 | 0.1356 | 1.8226 | 1.3500 |
| 1.5317 | 10.75 | 86 | 1.1423 | 0.2024 | 1.1423 | 1.0688 |
| 1.5317 | 11.0 | 88 | 0.7991 | 0.2191 | 0.7991 | 0.8939 |
| 1.4266 | 11.25 | 90 | 0.7709 | 0.2746 | 0.7709 | 0.8780 |
| 1.4266 | 11.5 | 92 | 1.1903 | 0.1752 | 1.1903 | 1.0910 |
| 1.4266 | 11.75 | 94 | 1.6755 | 0.1514 | 1.6755 | 1.2944 |
| 1.4266 | 12.0 | 96 | 1.3306 | 0.1716 | 1.3306 | 1.1535 |
| 1.4266 | 12.25 | 98 | 1.0070 | 0.2149 | 1.0070 | 1.0035 |
| 1.2196 | 12.5 | 100 | 1.1939 | 0.1680 | 1.1939 | 1.0926 |
| 1.2196 | 12.75 | 102 | 1.1128 | 0.2000 | 1.1128 | 1.0549 |
| 1.2196 | 13.0 | 104 | 0.9357 | 0.1981 | 0.9357 | 0.9673 |
| 1.2196 | 13.25 | 106 | 1.3302 | 0.1910 | 1.3302 | 1.1533 |
| 1.2196 | 13.5 | 108 | 1.2025 | 0.2015 | 1.2025 | 1.0966 |
| 0.7654 | 13.75 | 110 | 0.8878 | 0.2156 | 0.8878 | 0.9422 |
| 0.7654 | 14.0 | 112 | 1.0030 | 0.1855 | 1.0030 | 1.0015 |
| 0.7654 | 14.25 | 114 | 1.2505 | 0.1969 | 1.2505 | 1.1183 |
| 0.7654 | 14.5 | 116 | 1.0038 | 0.1884 | 1.0038 | 1.0019 |
| 0.7654 | 14.75 | 118 | 1.2922 | 0.2064 | 1.2922 | 1.1367 |
| 0.5216 | 15.0 | 120 | 1.5946 | 0.2211 | 1.5946 | 1.2628 |
| 0.5216 | 15.25 | 122 | 1.2236 | 0.2390 | 1.2236 | 1.1061 |
| 0.5216 | 15.5 | 124 | 1.2755 | 0.2318 | 1.2755 | 1.1294 |
| 0.5216 | 15.75 | 126 | 1.7616 | 0.2113 | 1.7616 | 1.3273 |
| 0.5216 | 16.0 | 128 | 1.4918 | 0.2714 | 1.4918 | 1.2214 |
| 0.3916 | 16.25 | 130 | 1.3059 | 0.2938 | 1.3059 | 1.1427 |
| 0.3916 | 16.5 | 132 | 1.5457 | 0.2563 | 1.5457 | 1.2433 |
| 0.3916 | 16.75 | 134 | 1.1579 | 0.2933 | 1.1579 | 1.0761 |
| 0.3916 | 17.0 | 136 | 1.1727 | 0.2772 | 1.1727 | 1.0829 |
| 0.3916 | 17.25 | 138 | 1.6161 | 0.2044 | 1.6161 | 1.2713 |
| 0.3531 | 17.5 | 140 | 1.2143 | 0.2568 | 1.2143 | 1.1020 |
| 0.3531 | 17.75 | 142 | 1.1096 | 0.2772 | 1.1096 | 1.0534 |
| 0.3531 | 18.0 | 144 | 1.4703 | 0.2536 | 1.4703 | 1.2126 |
| 0.3531 | 18.25 | 146 | 1.4591 | 0.2250 | 1.4591 | 1.2079 |
| 0.3531 | 18.5 | 148 | 1.1764 | 0.2777 | 1.1764 | 1.0846 |
| 0.3436 | 18.75 | 150 | 1.2893 | 0.2579 | 1.2893 | 1.1355 |
| 0.3436 | 19.0 | 152 | 1.6691 | 0.1915 | 1.6691 | 1.2919 |
| 0.3436 | 19.25 | 154 | 1.3430 | 0.2221 | 1.3430 | 1.1589 |
| 0.3436 | 19.5 | 156 | 0.9613 | 0.3020 | 0.9613 | 0.9805 |
| 0.3436 | 19.75 | 158 | 1.0662 | 0.2581 | 1.0662 | 1.0326 |
| 0.2819 | 20.0 | 160 | 1.9314 | 0.1377 | 1.9314 | 1.3897 |
| 0.2819 | 20.25 | 162 | 1.7479 | 0.1802 | 1.7479 | 1.3221 |
| 0.2819 | 20.5 | 164 | 0.9755 | 0.3359 | 0.9755 | 0.9877 |
| 0.2819 | 20.75 | 166 | 0.9628 | 0.3242 | 0.9628 | 0.9812 |
| 0.2819 | 21.0 | 168 | 1.0246 | 0.3413 | 1.0246 | 1.0122 |
| 0.4834 | 21.25 | 170 | 1.4120 | 0.2898 | 1.4119 | 1.1883 |
| 0.4834 | 21.5 | 172 | 1.0855 | 0.3089 | 1.0855 | 1.0419 |
| 0.4834 | 21.75 | 174 | 0.8758 | 0.3420 | 0.8758 | 0.9359 |
| 0.4834 | 22.0 | 176 | 0.9069 | 0.3608 | 0.9069 | 0.9523 |
| 0.4834 | 22.25 | 178 | 1.2948 | 0.2307 | 1.2948 | 1.1379 |
| 0.2862 | 22.5 | 180 | 1.1252 | 0.2620 | 1.1252 | 1.0608 |
| 0.2862 | 22.75 | 182 | 0.9411 | 0.3383 | 0.9411 | 0.9701 |
| 0.2862 | 23.0 | 184 | 1.0033 | 0.3277 | 1.0033 | 1.0016 |
| 0.2862 | 23.25 | 186 | 1.1651 | 0.3056 | 1.1651 | 1.0794 |
| 0.2862 | 23.5 | 188 | 1.1458 | 0.3004 | 1.1458 | 1.0704 |
| 0.1952 | 23.75 | 190 | 1.0467 | 0.3257 | 1.0467 | 1.0231 |
| 0.1952 | 24.0 | 192 | 1.1089 | 0.2857 | 1.1089 | 1.0530 |
| 0.1952 | 24.25 | 194 | 1.0704 | 0.3197 | 1.0704 | 1.0346 |
| 0.1952 | 24.5 | 196 | 0.9839 | 0.3599 | 0.9839 | 0.9919 |
| 0.1952 | 24.75 | 198 | 1.0973 | 0.3116 | 1.0973 | 1.0475 |
| 0.1774 | 25.0 | 200 | 1.1234 | 0.3201 | 1.1234 | 1.0599 |
| 0.1774 | 25.25 | 202 | 1.0082 | 0.3470 | 1.0082 | 1.0041 |
| 0.1774 | 25.5 | 204 | 1.0787 | 0.3339 | 1.0787 | 1.0386 |
| 0.1774 | 25.75 | 206 | 1.2078 | 0.2828 | 1.2078 | 1.0990 |
| 0.1774 | 26.0 | 208 | 1.0605 | 0.3024 | 1.0605 | 1.0298 |
| 0.1691 | 26.25 | 210 | 0.9226 | 0.3328 | 0.9226 | 0.9605 |
| 0.1691 | 26.5 | 212 | 1.0902 | 0.2862 | 1.0902 | 1.0441 |
| 0.1691 | 26.75 | 214 | 1.1710 | 0.2703 | 1.1710 | 1.0821 |
| 0.1691 | 27.0 | 216 | 1.0163 | 0.3176 | 1.0163 | 1.0081 |
| 0.1691 | 27.25 | 218 | 1.0574 | 0.2945 | 1.0574 | 1.0283 |
| 0.1842 | 27.5 | 220 | 1.2073 | 0.2678 | 1.2073 | 1.0988 |
| 0.1842 | 27.75 | 222 | 1.0846 | 0.2670 | 1.0846 | 1.0415 |
| 0.1842 | 28.0 | 224 | 1.0129 | 0.2898 | 1.0129 | 1.0064 |
| 0.1842 | 28.25 | 226 | 1.0632 | 0.3101 | 1.0632 | 1.0311 |
| 0.1842 | 28.5 | 228 | 1.0005 | 0.3054 | 1.0005 | 1.0002 |
| 0.1408 | 28.75 | 230 | 1.0512 | 0.3068 | 1.0512 | 1.0253 |
| 0.1408 | 29.0 | 232 | 1.3337 | 0.2499 | 1.3337 | 1.1549 |
| 0.1408 | 29.25 | 234 | 1.1830 | 0.2469 | 1.1830 | 1.0876 |
| 0.1408 | 29.5 | 236 | 1.0695 | 0.2812 | 1.0695 | 1.0342 |
| 0.1408 | 29.75 | 238 | 1.1183 | 0.2799 | 1.1183 | 1.0575 |
| 0.2069 | 30.0 | 240 | 1.2177 | 0.2637 | 1.2177 | 1.1035 |
| 0.2069 | 30.25 | 242 | 1.1427 | 0.3078 | 1.1427 | 1.0690 |
| 0.2069 | 30.5 | 244 | 1.0166 | 0.3056 | 1.0166 | 1.0083 |
| 0.2069 | 30.75 | 246 | 1.1205 | 0.3286 | 1.1205 | 1.0585 |
| 0.2069 | 31.0 | 248 | 1.4581 | 0.2708 | 1.4581 | 1.2075 |
| 0.187 | 31.25 | 250 | 1.3554 | 0.2704 | 1.3554 | 1.1642 |
| 0.187 | 31.5 | 252 | 0.9754 | 0.3257 | 0.9754 | 0.9876 |
| 0.187 | 31.75 | 254 | 0.9735 | 0.3508 | 0.9735 | 0.9867 |
| 0.187 | 32.0 | 256 | 1.0050 | 0.3070 | 1.0050 | 1.0025 |
| 0.187 | 32.25 | 258 | 1.2279 | 0.2964 | 1.2279 | 1.1081 |
| 0.2052 | 32.5 | 260 | 1.0783 | 0.2983 | 1.0783 | 1.0384 |
| 0.2052 | 32.75 | 262 | 1.0173 | 0.3276 | 1.0173 | 1.0086 |
| 0.2052 | 33.0 | 264 | 0.9983 | 0.3289 | 0.9983 | 0.9991 |
| 0.2052 | 33.25 | 266 | 0.9795 | 0.3251 | 0.9795 | 0.9897 |
| 0.2052 | 33.5 | 268 | 1.1951 | 0.3041 | 1.1951 | 1.0932 |
| 0.1569 | 33.75 | 270 | 1.0422 | 0.3411 | 1.0422 | 1.0209 |
| 0.1569 | 34.0 | 272 | 0.9770 | 0.3337 | 0.9770 | 0.9884 |
| 0.1569 | 34.25 | 274 | 1.0135 | 0.3357 | 1.0135 | 1.0067 |
| 0.1569 | 34.5 | 276 | 0.9503 | 0.3338 | 0.9503 | 0.9749 |
| 0.1569 | 34.75 | 278 | 1.2968 | 0.2897 | 1.2968 | 1.1388 |
| 0.2331 | 35.0 | 280 | 1.4670 | 0.2399 | 1.4670 | 1.2112 |
| 0.2331 | 35.25 | 282 | 1.2448 | 0.3037 | 1.2448 | 1.1157 |
| 0.2331 | 35.5 | 284 | 0.9315 | 0.3304 | 0.9315 | 0.9652 |
| 0.2331 | 35.75 | 286 | 0.9443 | 0.3487 | 0.9443 | 0.9718 |
| 0.2331 | 36.0 | 288 | 0.8769 | 0.3315 | 0.8769 | 0.9364 |
| 0.1916 | 36.25 | 290 | 0.9724 | 0.3503 | 0.9724 | 0.9861 |
| 0.1916 | 36.5 | 292 | 0.9381 | 0.3402 | 0.9381 | 0.9685 |
| 0.1916 | 36.75 | 294 | 0.8372 | 0.3568 | 0.8372 | 0.9150 |
| 0.1916 | 37.0 | 296 | 0.8924 | 0.3658 | 0.8924 | 0.9447 |
| 0.1916 | 37.25 | 298 | 0.9409 | 0.3356 | 0.9409 | 0.9700 |
| 0.1401 | 37.5 | 300 | 1.0327 | 0.3454 | 1.0327 | 1.0162 |
| 0.1401 | 37.75 | 302 | 1.0113 | 0.3327 | 1.0113 | 1.0057 |
| 0.1401 | 38.0 | 304 | 1.0464 | 0.3193 | 1.0464 | 1.0229 |
| 0.1401 | 38.25 | 306 | 1.0161 | 0.3156 | 1.0161 | 1.0080 |
| 0.1401 | 38.5 | 308 | 0.9942 | 0.2986 | 0.9942 | 0.9971 |
| 0.1545 | 38.75 | 310 | 1.0632 | 0.2750 | 1.0632 | 1.0311 |
| 0.1545 | 39.0 | 312 | 1.1218 | 0.2641 | 1.1218 | 1.0592 |
| 0.1545 | 39.25 | 314 | 1.0257 | 0.2745 | 1.0257 | 1.0128 |
| 0.1545 | 39.5 | 316 | 1.0061 | 0.2924 | 1.0061 | 1.0030 |
| 0.1545 | 39.75 | 318 | 1.0329 | 0.2972 | 1.0329 | 1.0163 |
| 0.1045 | 40.0 | 320 | 1.0081 | 0.3258 | 1.0081 | 1.0040 |
| 0.1045 | 40.25 | 322 | 1.0044 | 0.3173 | 1.0044 | 1.0022 |
| 0.1045 | 40.5 | 324 | 0.9894 | 0.3241 | 0.9894 | 0.9947 |
| 0.1045 | 40.75 | 326 | 1.0316 | 0.2982 | 1.0316 | 1.0157 |
| 0.1045 | 41.0 | 328 | 1.0113 | 0.3107 | 1.0113 | 1.0056 |
| 0.1181 | 41.25 | 330 | 0.9873 | 0.3150 | 0.9873 | 0.9936 |
| 0.1181 | 41.5 | 332 | 0.9552 | 0.3241 | 0.9552 | 0.9774 |
| 0.1181 | 41.75 | 334 | 0.9740 | 0.3099 | 0.9740 | 0.9869 |
| 0.1181 | 42.0 | 336 | 1.0052 | 0.3084 | 1.0052 | 1.0026 |
| 0.1181 | 42.25 | 338 | 1.0022 | 0.3150 | 1.0022 | 1.0011 |
| 0.0806 | 42.5 | 340 | 1.0552 | 0.2855 | 1.0552 | 1.0272 |
| 0.0806 | 42.75 | 342 | 1.0255 | 0.2873 | 1.0255 | 1.0126 |
| 0.0806 | 43.0 | 344 | 0.9759 | 0.3343 | 0.9759 | 0.9879 |
| 0.0806 | 43.25 | 346 | 0.9782 | 0.3005 | 0.9782 | 0.9890 |
| 0.0806 | 43.5 | 348 | 0.9837 | 0.2923 | 0.9837 | 0.9918 |
| 0.1521 | 43.75 | 350 | 0.9843 | 0.2874 | 0.9843 | 0.9921 |
| 0.1521 | 44.0 | 352 | 0.9821 | 0.3248 | 0.9821 | 0.9910 |
| 0.1521 | 44.25 | 354 | 0.9783 | 0.3407 | 0.9783 | 0.9891 |
| 0.1521 | 44.5 | 356 | 1.0005 | 0.3105 | 1.0005 | 1.0002 |
| 0.1521 | 44.75 | 358 | 1.0166 | 0.3177 | 1.0166 | 1.0083 |
| 0.0963 | 45.0 | 360 | 0.9656 | 0.3091 | 0.9656 | 0.9827 |
| 0.0963 | 45.25 | 362 | 0.9389 | 0.3258 | 0.9389 | 0.9690 |
| 0.0963 | 45.5 | 364 | 0.9337 | 0.2821 | 0.9337 | 0.9663 |
| 0.0963 | 45.75 | 366 | 0.9344 | 0.3236 | 0.9344 | 0.9667 |
| 0.0963 | 46.0 | 368 | 0.8871 | 0.3417 | 0.8871 | 0.9418 |
| 0.0837 | 46.25 | 370 | 0.8807 | 0.3570 | 0.8807 | 0.9385 |
| 0.0837 | 46.5 | 372 | 0.9046 | 0.3558 | 0.9046 | 0.9511 |
| 0.0837 | 46.75 | 374 | 0.9198 | 0.3433 | 0.9198 | 0.9590 |
| 0.0837 | 47.0 | 376 | 1.0099 | 0.3667 | 1.0099 | 1.0049 |
| 0.0837 | 47.25 | 378 | 1.0938 | 0.3594 | 1.0938 | 1.0458 |
| 0.0967 | 47.5 | 380 | 1.0683 | 0.3342 | 1.0683 | 1.0336 |
| 0.0967 | 47.75 | 382 | 1.0740 | 0.3286 | 1.0740 | 1.0363 |
| 0.0967 | 48.0 | 384 | 0.9709 | 0.3553 | 0.9709 | 0.9854 |
| 0.0967 | 48.25 | 386 | 0.9328 | 0.3285 | 0.9328 | 0.9658 |
| 0.0967 | 48.5 | 388 | 0.9441 | 0.3442 | 0.9441 | 0.9716 |
| 0.11 | 48.75 | 390 | 0.9594 | 0.3286 | 0.9594 | 0.9795 |
| 0.11 | 49.0 | 392 | 0.9369 | 0.3545 | 0.9369 | 0.9679 |
| 0.11 | 49.25 | 394 | 0.9526 | 0.3441 | 0.9526 | 0.9760 |
| 0.11 | 49.5 | 396 | 0.9820 | 0.3182 | 0.9820 | 0.9910 |
| 0.11 | 49.75 | 398 | 0.9536 | 0.3235 | 0.9536 | 0.9765 |
| 0.0883 | 50.0 | 400 | 0.9162 | 0.3201 | 0.9162 | 0.9572 |
| 0.0883 | 50.25 | 402 | 0.9122 | 0.3347 | 0.9122 | 0.9551 |
| 0.0883 | 50.5 | 404 | 0.9199 | 0.3268 | 0.9199 | 0.9591 |
| 0.0883 | 50.75 | 406 | 0.8961 | 0.3361 | 0.8961 | 0.9466 |
| 0.0883 | 51.0 | 408 | 0.9098 | 0.3587 | 0.9098 | 0.9538 |
| 0.0859 | 51.25 | 410 | 0.8849 | 0.3229 | 0.8849 | 0.9407 |
| 0.0859 | 51.5 | 412 | 0.8946 | 0.3535 | 0.8946 | 0.9458 |
| 0.0859 | 51.75 | 414 | 0.8664 | 0.3269 | 0.8664 | 0.9308 |
| 0.0859 | 52.0 | 416 | 0.8833 | 0.3287 | 0.8833 | 0.9398 |
| 0.0859 | 52.25 | 418 | 0.9139 | 0.3419 | 0.9139 | 0.9560 |
| 0.0709 | 52.5 | 420 | 0.9329 | 0.3261 | 0.9329 | 0.9659 |
| 0.0709 | 52.75 | 422 | 0.9376 | 0.3453 | 0.9376 | 0.9683 |
| 0.0709 | 53.0 | 424 | 0.9823 | 0.3446 | 0.9823 | 0.9911 |
| 0.0709 | 53.25 | 426 | 0.9763 | 0.3359 | 0.9763 | 0.9881 |
| 0.0709 | 53.5 | 428 | 0.8587 | 0.3521 | 0.8587 | 0.9267 |
| 0.0864 | 53.75 | 430 | 0.8516 | 0.3712 | 0.8516 | 0.9228 |
| 0.0864 | 54.0 | 432 | 0.8463 | 0.3720 | 0.8463 | 0.9199 |
| 0.0864 | 54.25 | 434 | 0.9031 | 0.3436 | 0.9031 | 0.9503 |
| 0.0864 | 54.5 | 436 | 0.9171 | 0.3414 | 0.9171 | 0.9577 |
| 0.0864 | 54.75 | 438 | 0.8770 | 0.3459 | 0.8770 | 0.9365 |
| 0.1001 | 55.0 | 440 | 0.9213 | 0.3616 | 0.9213 | 0.9598 |
| 0.1001 | 55.25 | 442 | 0.9240 | 0.3574 | 0.9240 | 0.9613 |
| 0.1001 | 55.5 | 444 | 0.9285 | 0.3229 | 0.9285 | 0.9636 |
| 0.1001 | 55.75 | 446 | 1.1086 | 0.2979 | 1.1086 | 1.0529 |
| 0.1001 | 56.0 | 448 | 1.1418 | 0.2794 | 1.1418 | 1.0685 |
| 0.1201 | 56.25 | 450 | 0.9978 | 0.3037 | 0.9978 | 0.9989 |
| 0.1201 | 56.5 | 452 | 0.8839 | 0.3195 | 0.8839 | 0.9402 |
| 0.1201 | 56.75 | 454 | 0.8888 | 0.3386 | 0.8888 | 0.9428 |
| 0.1201 | 57.0 | 456 | 0.8963 | 0.3356 | 0.8963 | 0.9467 |
| 0.1201 | 57.25 | 458 | 0.9678 | 0.3205 | 0.9678 | 0.9838 |
| 0.0812 | 57.5 | 460 | 0.9852 | 0.3322 | 0.9852 | 0.9926 |
| 0.0812 | 57.75 | 462 | 0.9241 | 0.3260 | 0.9241 | 0.9613 |
| 0.0812 | 58.0 | 464 | 0.9023 | 0.3524 | 0.9023 | 0.9499 |
| 0.0812 | 58.25 | 466 | 0.8892 | 0.3480 | 0.8892 | 0.9430 |
| 0.0812 | 58.5 | 468 | 0.8912 | 0.3432 | 0.8912 | 0.9440 |
| 0.0662 | 58.75 | 470 | 0.9025 | 0.3323 | 0.9025 | 0.9500 |
| 0.0662 | 59.0 | 472 | 0.9047 | 0.3344 | 0.9047 | 0.9511 |
| 0.0662 | 59.25 | 474 | 0.9125 | 0.3401 | 0.9125 | 0.9552 |
| 0.0662 | 59.5 | 476 | 0.9404 | 0.3258 | 0.9404 | 0.9697 |
| 0.0662 | 59.75 | 478 | 0.9237 | 0.3314 | 0.9237 | 0.9611 |
| 0.0898 | 60.0 | 480 | 0.8851 | 0.3273 | 0.8851 | 0.9408 |
| 0.0898 | 60.25 | 482 | 0.8887 | 0.3319 | 0.8887 | 0.9427 |
| 0.0898 | 60.5 | 484 | 0.8956 | 0.3188 | 0.8956 | 0.9463 |
| 0.0898 | 60.75 | 486 | 0.9219 | 0.3196 | 0.9219 | 0.9602 |
| 0.0898 | 61.0 | 488 | 0.9609 | 0.3619 | 0.9609 | 0.9803 |
| 0.0821 | 61.25 | 490 | 0.9705 | 0.3341 | 0.9705 | 0.9851 |
| 0.0821 | 61.5 | 492 | 0.9627 | 0.3083 | 0.9627 | 0.9812 |
| 0.0821 | 61.75 | 494 | 0.9262 | 0.3133 | 0.9262 | 0.9624 |
| 0.0821 | 62.0 | 496 | 0.9059 | 0.3438 | 0.9059 | 0.9518 |
| 0.0821 | 62.25 | 498 | 0.9001 | 0.3423 | 0.9001 | 0.9487 |
| 0.0733 | 62.5 | 500 | 0.8907 | 0.3291 | 0.8907 | 0.9438 |
| 0.0733 | 62.75 | 502 | 0.9197 | 0.3470 | 0.9197 | 0.9590 |
| 0.0733 | 63.0 | 504 | 0.8893 | 0.3496 | 0.8893 | 0.9430 |
| 0.0733 | 63.25 | 506 | 0.8728 | 0.3354 | 0.8728 | 0.9342 |
| 0.0733 | 63.5 | 508 | 0.8804 | 0.3473 | 0.8804 | 0.9383 |
| 0.0831 | 63.75 | 510 | 0.9006 | 0.3344 | 0.9006 | 0.9490 |
| 0.0831 | 64.0 | 512 | 0.9351 | 0.3414 | 0.9351 | 0.9670 |
| 0.0831 | 64.25 | 514 | 0.9273 | 0.3404 | 0.9273 | 0.9630 |
| 0.0831 | 64.5 | 516 | 0.9098 | 0.3405 | 0.9098 | 0.9538 |
| 0.0831 | 64.75 | 518 | 0.8856 | 0.3295 | 0.8856 | 0.9410 |
| 0.0598 | 65.0 | 520 | 0.9345 | 0.3346 | 0.9345 | 0.9667 |
| 0.0598 | 65.25 | 522 | 0.9452 | 0.3347 | 0.9452 | 0.9722 |
| 0.0598 | 65.5 | 524 | 0.8662 | 0.3296 | 0.8662 | 0.9307 |
| 0.0598 | 65.75 | 526 | 0.8611 | 0.3493 | 0.8611 | 0.9279 |
| 0.0598 | 66.0 | 528 | 0.8844 | 0.3541 | 0.8844 | 0.9404 |
| 0.0719 | 66.25 | 530 | 0.9071 | 0.3354 | 0.9071 | 0.9524 |
| 0.0719 | 66.5 | 532 | 0.9086 | 0.3321 | 0.9086 | 0.9532 |
| 0.0719 | 66.75 | 534 | 0.9155 | 0.3157 | 0.9155 | 0.9568 |
| 0.0719 | 67.0 | 536 | 0.8928 | 0.3166 | 0.8928 | 0.9449 |
| 0.0719 | 67.25 | 538 | 0.8738 | 0.3258 | 0.8738 | 0.9348 |
| 0.0681 | 67.5 | 540 | 0.8669 | 0.3408 | 0.8669 | 0.9311 |
| 0.0681 | 67.75 | 542 | 0.8712 | 0.3375 | 0.8712 | 0.9334 |
| 0.0681 | 68.0 | 544 | 0.8920 | 0.3350 | 0.8920 | 0.9445 |
| 0.0681 | 68.25 | 546 | 0.9045 | 0.3427 | 0.9045 | 0.9511 |
| 0.0681 | 68.5 | 548 | 0.9160 | 0.3286 | 0.9160 | 0.9571 |
| 0.0685 | 68.75 | 550 | 0.9276 | 0.3366 | 0.9276 | 0.9631 |
| 0.0685 | 69.0 | 552 | 0.9351 | 0.3199 | 0.9351 | 0.9670 |
| 0.0685 | 69.25 | 554 | 0.9095 | 0.3360 | 0.9095 | 0.9537 |
| 0.0685 | 69.5 | 556 | 0.8856 | 0.3388 | 0.8856 | 0.9411 |
| 0.0685 | 69.75 | 558 | 0.8933 | 0.3399 | 0.8933 | 0.9451 |
| 0.0856 | 70.0 | 560 | 0.8973 | 0.3402 | 0.8973 | 0.9473 |
| 0.0856 | 70.25 | 562 | 0.9014 | 0.3378 | 0.9014 | 0.9494 |
| 0.0856 | 70.5 | 564 | 0.9189 | 0.3455 | 0.9189 | 0.9586 |
| 0.0856 | 70.75 | 566 | 0.9316 | 0.3544 | 0.9316 | 0.9652 |
| 0.0856 | 71.0 | 568 | 0.9135 | 0.3361 | 0.9135 | 0.9558 |
| 0.0654 | 71.25 | 570 | 0.8862 | 0.3391 | 0.8862 | 0.9414 |
| 0.0654 | 71.5 | 572 | 0.8717 | 0.3649 | 0.8717 | 0.9336 |
| 0.0654 | 71.75 | 574 | 0.8676 | 0.3646 | 0.8676 | 0.9314 |
| 0.0654 | 72.0 | 576 | 0.8821 | 0.3526 | 0.8821 | 0.9392 |
| 0.0654 | 72.25 | 578 | 0.8782 | 0.3550 | 0.8782 | 0.9371 |
| 0.0635 | 72.5 | 580 | 0.8736 | 0.3411 | 0.8736 | 0.9347 |
| 0.0635 | 72.75 | 582 | 0.8810 | 0.3543 | 0.8810 | 0.9386 |
| 0.0635 | 73.0 | 584 | 0.8683 | 0.3453 | 0.8683 | 0.9318 |
| 0.0635 | 73.25 | 586 | 0.8759 | 0.3538 | 0.8759 | 0.9359 |
| 0.0635 | 73.5 | 588 | 0.8785 | 0.3577 | 0.8785 | 0.9373 |
| 0.0674 | 73.75 | 590 | 0.8498 | 0.3519 | 0.8498 | 0.9219 |
| 0.0674 | 74.0 | 592 | 0.8508 | 0.3470 | 0.8508 | 0.9224 |
| 0.0674 | 74.25 | 594 | 0.8685 | 0.3565 | 0.8685 | 0.9319 |
| 0.0674 | 74.5 | 596 | 0.9104 | 0.3560 | 0.9104 | 0.9541 |
| 0.0674 | 74.75 | 598 | 0.9276 | 0.3579 | 0.9276 | 0.9631 |
| 0.0591 | 75.0 | 600 | 0.9245 | 0.3405 | 0.9245 | 0.9615 |
| 0.0591 | 75.25 | 602 | 0.9309 | 0.3382 | 0.9309 | 0.9648 |
| 0.0591 | 75.5 | 604 | 0.9380 | 0.3627 | 0.9380 | 0.9685 |
| 0.0591 | 75.75 | 606 | 0.9174 | 0.3329 | 0.9174 | 0.9578 |
| 0.0591 | 76.0 | 608 | 0.9144 | 0.3258 | 0.9144 | 0.9562 |
| 0.0654 | 76.25 | 610 | 0.8976 | 0.3441 | 0.8976 | 0.9474 |
| 0.0654 | 76.5 | 612 | 0.8647 | 0.3267 | 0.8647 | 0.9299 |
| 0.0654 | 76.75 | 614 | 0.8595 | 0.3649 | 0.8595 | 0.9271 |
| 0.0654 | 77.0 | 616 | 0.8604 | 0.3555 | 0.8604 | 0.9276 |
| 0.0654 | 77.25 | 618 | 0.8533 | 0.3689 | 0.8533 | 0.9237 |
| 0.067 | 77.5 | 620 | 0.8544 | 0.3410 | 0.8544 | 0.9244 |
| 0.067 | 77.75 | 622 | 0.8777 | 0.3695 | 0.8777 | 0.9368 |
| 0.067 | 78.0 | 624 | 0.8900 | 0.3596 | 0.8900 | 0.9434 |
| 0.067 | 78.25 | 626 | 0.8810 | 0.3501 | 0.8810 | 0.9386 |
| 0.067 | 78.5 | 628 | 0.8817 | 0.3530 | 0.8817 | 0.9390 |
| 0.0585 | 78.75 | 630 | 0.8911 | 0.3499 | 0.8911 | 0.9440 |
| 0.0585 | 79.0 | 632 | 0.8919 | 0.3466 | 0.8919 | 0.9444 |
| 0.0585 | 79.25 | 634 | 0.8876 | 0.3296 | 0.8876 | 0.9421 |
| 0.0585 | 79.5 | 636 | 0.8810 | 0.3424 | 0.8810 | 0.9386 |
| 0.0585 | 79.75 | 638 | 0.8709 | 0.3459 | 0.8709 | 0.9332 |
| 0.0627 | 80.0 | 640 | 0.8672 | 0.3513 | 0.8672 | 0.9312 |
| 0.0627 | 80.25 | 642 | 0.8598 | 0.3489 | 0.8598 | 0.9273 |
| 0.0627 | 80.5 | 644 | 0.8642 | 0.3660 | 0.8642 | 0.9296 |
| 0.0627 | 80.75 | 646 | 0.8783 | 0.3566 | 0.8783 | 0.9372 |
| 0.0627 | 81.0 | 648 | 0.8753 | 0.3628 | 0.8753 | 0.9356 |
| 0.0635 | 81.25 | 650 | 0.8742 | 0.3445 | 0.8742 | 0.9350 |
| 0.0635 | 81.5 | 652 | 0.8792 | 0.3483 | 0.8792 | 0.9376 |
| 0.0635 | 81.75 | 654 | 0.8844 | 0.3420 | 0.8844 | 0.9404 |
| 0.0635 | 82.0 | 656 | 0.8922 | 0.3442 | 0.8922 | 0.9446 |
| 0.0635 | 82.25 | 658 | 0.8907 | 0.3374 | 0.8907 | 0.9438 |
| 0.06 | 82.5 | 660 | 0.8856 | 0.3180 | 0.8856 | 0.9411 |
| 0.06 | 82.75 | 662 | 0.8949 | 0.3199 | 0.8949 | 0.9460 |
| 0.06 | 83.0 | 664 | 0.8893 | 0.3223 | 0.8893 | 0.9430 |
| 0.06 | 83.25 | 666 | 0.8770 | 0.3443 | 0.8770 | 0.9365 |
| 0.06 | 83.5 | 668 | 0.8743 | 0.3338 | 0.8743 | 0.9351 |
| 0.0612 | 83.75 | 670 | 0.8787 | 0.3397 | 0.8787 | 0.9374 |
| 0.0612 | 84.0 | 672 | 0.8840 | 0.3397 | 0.8840 | 0.9402 |
| 0.0612 | 84.25 | 674 | 0.8898 | 0.3398 | 0.8898 | 0.9433 |
| 0.0612 | 84.5 | 676 | 0.8937 | 0.3412 | 0.8937 | 0.9453 |
| 0.0612 | 84.75 | 678 | 0.8993 | 0.3187 | 0.8993 | 0.9483 |
| 0.0411 | 85.0 | 680 | 0.8984 | 0.3165 | 0.8984 | 0.9478 |
| 0.0411 | 85.25 | 682 | 0.8885 | 0.3234 | 0.8885 | 0.9426 |
| 0.0411 | 85.5 | 684 | 0.8847 | 0.3382 | 0.8847 | 0.9406 |
| 0.0411 | 85.75 | 686 | 0.8857 | 0.3515 | 0.8857 | 0.9411 |
| 0.0411 | 86.0 | 688 | 0.8859 | 0.3353 | 0.8859 | 0.9412 |
| 0.0586 | 86.25 | 690 | 0.8892 | 0.3434 | 0.8892 | 0.9430 |
| 0.0586 | 86.5 | 692 | 0.8895 | 0.3399 | 0.8895 | 0.9431 |
| 0.0586 | 86.75 | 694 | 0.8825 | 0.3489 | 0.8825 | 0.9394 |
| 0.0586 | 87.0 | 696 | 0.8825 | 0.3545 | 0.8825 | 0.9394 |
| 0.0586 | 87.25 | 698 | 0.8873 | 0.3598 | 0.8873 | 0.9420 |
| 0.0526 | 87.5 | 700 | 0.8810 | 0.3578 | 0.8810 | 0.9386 |
| 0.0526 | 87.75 | 702 | 0.8694 | 0.3523 | 0.8694 | 0.9324 |
| 0.0526 | 88.0 | 704 | 0.8662 | 0.3493 | 0.8662 | 0.9307 |
| 0.0526 | 88.25 | 706 | 0.8613 | 0.3539 | 0.8613 | 0.9281 |
| 0.0526 | 88.5 | 708 | 0.8520 | 0.3612 | 0.8520 | 0.9230 |
| 0.057 | 88.75 | 710 | 0.8469 | 0.3547 | 0.8469 | 0.9202 |
| 0.057 | 89.0 | 712 | 0.8473 | 0.3446 | 0.8473 | 0.9205 |
| 0.057 | 89.25 | 714 | 0.8442 | 0.3587 | 0.8442 | 0.9188 |
| 0.057 | 89.5 | 716 | 0.8409 | 0.3487 | 0.8409 | 0.9170 |
| 0.057 | 89.75 | 718 | 0.8454 | 0.3450 | 0.8454 | 0.9195 |
| 0.0591 | 90.0 | 720 | 0.8579 | 0.3501 | 0.8579 | 0.9262 |
| 0.0591 | 90.25 | 722 | 0.8672 | 0.3536 | 0.8672 | 0.9313 |
| 0.0591 | 90.5 | 724 | 0.8694 | 0.3384 | 0.8694 | 0.9324 |
| 0.0591 | 90.75 | 726 | 0.8736 | 0.3295 | 0.8736 | 0.9347 |
| 0.0591 | 91.0 | 728 | 0.8758 | 0.3410 | 0.8758 | 0.9359 |
| 0.0559 | 91.25 | 730 | 0.8735 | 0.3278 | 0.8735 | 0.9346 |
| 0.0559 | 91.5 | 732 | 0.8714 | 0.3314 | 0.8714 | 0.9335 |
| 0.0559 | 91.75 | 734 | 0.8695 | 0.3265 | 0.8695 | 0.9325 |
| 0.0559 | 92.0 | 736 | 0.8650 | 0.3399 | 0.8650 | 0.9300 |
| 0.0559 | 92.25 | 738 | 0.8596 | 0.3341 | 0.8596 | 0.9272 |
| 0.0476 | 92.5 | 740 | 0.8570 | 0.3323 | 0.8570 | 0.9258 |
| 0.0476 | 92.75 | 742 | 0.8611 | 0.3404 | 0.8611 | 0.9280 |
| 0.0476 | 93.0 | 744 | 0.8709 | 0.3382 | 0.8709 | 0.9332 |
| 0.0476 | 93.25 | 746 | 0.8777 | 0.3304 | 0.8777 | 0.9368 |
| 0.0476 | 93.5 | 748 | 0.8804 | 0.3265 | 0.8804 | 0.9383 |
| 0.0447 | 93.75 | 750 | 0.8775 | 0.3442 | 0.8775 | 0.9368 |
| 0.0447 | 94.0 | 752 | 0.8758 | 0.3252 | 0.8758 | 0.9358 |
| 0.0447 | 94.25 | 754 | 0.8787 | 0.3318 | 0.8787 | 0.9374 |
| 0.0447 | 94.5 | 756 | 0.8799 | 0.3363 | 0.8799 | 0.9380 |
| 0.0447 | 94.75 | 758 | 0.8805 | 0.3306 | 0.8805 | 0.9384 |
| 0.0531 | 95.0 | 760 | 0.8810 | 0.3260 | 0.8810 | 0.9386 |
| 0.0531 | 95.25 | 762 | 0.8831 | 0.3237 | 0.8831 | 0.9397 |
| 0.0531 | 95.5 | 764 | 0.8856 | 0.3411 | 0.8856 | 0.9411 |
| 0.0531 | 95.75 | 766 | 0.8842 | 0.3411 | 0.8842 | 0.9403 |
| 0.0531 | 96.0 | 768 | 0.8809 | 0.3203 | 0.8809 | 0.9386 |
| 0.0586 | 96.25 | 770 | 0.8782 | 0.3345 | 0.8782 | 0.9371 |
| 0.0586 | 96.5 | 772 | 0.8766 | 0.3353 | 0.8766 | 0.9363 |
| 0.0586 | 96.75 | 774 | 0.8765 | 0.3379 | 0.8765 | 0.9362 |
| 0.0586 | 97.0 | 776 | 0.8753 | 0.3347 | 0.8753 | 0.9356 |
| 0.0586 | 97.25 | 778 | 0.8752 | 0.3373 | 0.8752 | 0.9355 |
| 0.0517 | 97.5 | 780 | 0.8759 | 0.3373 | 0.8759 | 0.9359 |
| 0.0517 | 97.75 | 782 | 0.8775 | 0.3350 | 0.8775 | 0.9367 |
| 0.0517 | 98.0 | 784 | 0.8792 | 0.3342 | 0.8792 | 0.9376 |
| 0.0517 | 98.25 | 786 | 0.8800 | 0.3369 | 0.8800 | 0.9381 |
| 0.0517 | 98.5 | 788 | 0.8795 | 0.3379 | 0.8795 | 0.9378 |
| 0.0564 | 98.75 | 790 | 0.8784 | 0.3337 | 0.8784 | 0.9372 |
| 0.0564 | 99.0 | 792 | 0.8780 | 0.3337 | 0.8780 | 0.9370 |
| 0.0564 | 99.25 | 794 | 0.8779 | 0.3337 | 0.8779 | 0.9370 |
| 0.0564 | 99.5 | 796 | 0.8778 | 0.3337 | 0.8778 | 0.9369 |
| 0.0564 | 99.75 | 798 | 0.8777 | 0.3312 | 0.8777 | 0.9368 |
| 0.0383 | 100.0 | 800 | 0.8776 | 0.3373 | 0.8776 | 0.9368 |