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| Training Loss | Epoch | Step | Validation Loss | F1 Micro | F1 Macro | F1 Weighted |
|---|---|---|---|---|---|---|
| 18.9062 | 0.0024 | 2 | 4.7188 | 0.0 | 0.0 | 0.0 |
| 18.9062 | 0.0047 | 4 | 4.6979 | 0.0 | 0.0 | 0.0 |
| 18.8125 | 0.0071 | 6 | 4.6458 | 0.0 | 0.0 | 0.0 |
| 18.8125 | 0.0095 | 8 | 4.5 | 0.0 | 0.0 | 0.0 |
| 18.2625 | 0.0118 | 10 | 4.2292 | 0.0 | 0.0 | 0.0 |
| 18.2625 | 0.0142 | 12 | 3.8333 | 0.0033 | 0.0005 | 0.0066 |
| 18.2625 | 0.0165 | 14 | 3.4635 | 0.1130 | 0.0093 | 0.1525 |
| 15.2594 | 0.0189 | 16 | 3.1302 | 0.2957 | 0.0164 | 0.2623 |
| 15.2594 | 0.0213 | 18 | 2.8438 | 0.3621 | 0.0604 | 0.2893 |
| 11.9531 | 0.0236 | 20 | 2.5521 | 0.3688 | 0.0720 | 0.3200 |
| 11.9531 | 0.0260 | 22 | 2.2552 | 0.5282 | 0.1085 | 0.5357 |
| 11.9531 | 0.0284 | 24 | 1.9505 | 0.5714 | 0.1133 | 0.5114 |
| 9.0656 | 0.0307 | 26 | 1.6771 | 0.6113 | 0.1427 | 0.5806 |
| 9.0656 | 0.0331 | 28 | 1.4557 | 0.5980 | 0.1179 | 0.5890 |
| 6.3625 | 0.0355 | 30 | 1.3125 | 0.6047 | 0.0778 | 0.5483 |
| 6.3625 | 0.0378 | 32 | 1.2135 | 0.5847 | 0.0558 | 0.4444 |
| 6.3625 | 0.0402 | 34 | 1.1224 | 0.6578 | 0.0960 | 0.6096 |
| 5.0578 | 0.0426 | 36 | 1.0495 | 0.4585 | 0.0854 | 0.4102 |
| 5.0578 | 0.0449 | 38 | 0.9323 | 0.6977 | 0.0970 | 0.6818 |
| 3.9711 | 0.0473 | 40 | 0.8568 | 0.7243 | 0.1072 | 0.7047 |
| 3.9711 | 0.0496 | 42 | 0.8073 | 0.7276 | 0.1071 | 0.7070 |
| 3.9711 | 0.0520 | 44 | 0.7552 | 0.6944 | 0.1303 | 0.7020 |
| 3.225 | 0.0544 | 46 | 0.7214 | 0.6179 | 0.1177 | 0.5244 |
| 3.225 | 0.0567 | 48 | 0.6758 | 0.5914 | 0.1958 | 0.6082 |
| 2.8477 | 0.0591 | 50 | 0.6393 | 0.6645 | 0.1345 | 0.5828 |
| 2.8477 | 0.0615 | 52 | 0.5990 | 0.7542 | 0.1872 | 0.7542 |
| 2.8477 | 0.0638 | 54 | 0.5690 | 0.7342 | 0.1636 | 0.7259 |
| 2.4688 | 0.0662 | 56 | 0.5326 | 0.8339 | 0.1891 | 0.8169 |
| 2.4688 | 0.0686 | 58 | 0.5026 | 0.8106 | 0.1862 | 0.7973 |
| 2.091 | 0.0709 | 60 | 0.4779 | 0.7774 | 0.1765 | 0.7494 |
| 2.091 | 0.0733 | 62 | 0.4590 | 0.7375 | 0.1898 | 0.7337 |
| 2.091 | 0.0757 | 64 | 0.4421 | 0.7475 | 0.1693 | 0.7112 |
| 1.9398 | 0.0780 | 66 | 0.4277 | 0.7940 | 0.2032 | 0.8014 |
| 1.9398 | 0.0804 | 68 | 0.4134 | 0.7940 | 0.2079 | 0.8012 |
| 1.6656 | 0.0827 | 70 | 0.3958 | 0.8306 | 0.2060 | 0.8219 |
| 1.6656 | 0.0851 | 72 | 0.3880 | 0.8073 | 0.2015 | 0.8202 |
| 1.6656 | 0.0875 | 74 | 0.3789 | 0.8439 | 0.2280 | 0.8436 |
| 1.5508 | 0.0898 | 76 | 0.3717 | 0.8372 | 0.2094 | 0.8274 |
| 1.5508 | 0.0922 | 78 | 0.3678 | 0.8106 | 0.2926 | 0.8104 |
| 1.4734 | 0.0946 | 80 | 0.3626 | 0.8405 | 0.2053 | 0.8263 |
| 1.4734 | 0.0969 | 82 | 0.3574 | 0.8405 | 0.2281 | 0.8401 |
| 1.4734 | 0.0993 | 84 | 0.3535 | 0.8306 | 0.2034 | 0.8365 |
| 1.4621 | 0.1017 | 86 | 0.3464 | 0.8571 | 0.2080 | 0.8511 |
| 1.4621 | 0.1040 | 88 | 0.3405 | 0.8605 | 0.2909 | 0.8559 |
| 1.3766 | 0.1064 | 90 | 0.3444 | 0.8206 | 0.4030 | 0.8253 |
| 1.3766 | 0.1087 | 92 | 0.3411 | 0.8804 | 0.2720 | 0.8722 |
| 1.3766 | 0.1111 | 94 | 0.3340 | 0.9070 | 0.3786 | 0.9037 |
| 1.3855 | 0.1135 | 96 | 0.3353 | 0.7674 | 0.3879 | 0.7896 |
| 1.3855 | 0.1158 | 98 | 0.3288 | 0.8970 | 0.4792 | 0.8998 |
| 1.3438 | 0.1182 | 100 | 0.3262 | 0.9136 | 0.5869 | 0.9161 |
| 1.3438 | 0.1206 | 102 | 0.3307 | 0.8738 | 0.5608 | 0.8789 |
| 1.3438 | 0.1229 | 104 | 0.3281 | 0.8870 | 0.4582 | 0.8837 |
| 1.3305 | 0.1253 | 106 | 0.3275 | 0.8837 | 0.4577 | 0.8807 |
| 1.3305 | 0.1277 | 108 | 0.3281 | 0.8837 | 0.4579 | 0.8820 |
| 1.277 | 0.1300 | 110 | 0.3294 | 0.9003 | 0.5076 | 0.9022 |
| 1.277 | 0.1324 | 112 | 0.3288 | 0.9003 | 0.4427 | 0.8974 |
| 1.277 | 0.1348 | 114 | 0.3288 | 0.8970 | 0.4393 | 0.8930 |
| 1.2906 | 0.1371 | 116 | 0.3262 | 0.9003 | 0.4515 | 0.8999 |
| 1.2906 | 0.1395 | 118 | 0.3236 | 0.9037 | 0.4544 | 0.9028 |
| 1.2992 | 0.1418 | 120 | 0.3210 | 0.9003 | 0.4486 | 0.8994 |
| 1.2992 | 0.1442 | 122 | 0.3197 | 0.8970 | 0.4362 | 0.8914 |
| 1.2992 | 0.1466 | 124 | 0.3216 | 0.8904 | 0.4310 | 0.8848 |
| 1.2824 | 0.1489 | 126 | 0.3229 | 0.9037 | 0.4001 | 0.9016 |
| 1.2824 | 0.1513 | 128 | 0.3210 | 0.9070 | 0.4251 | 0.9105 |
| 1.2801 | 0.1537 | 130 | 0.3190 | 0.8970 | 0.4648 | 0.9039 |
| 1.2801 | 0.1560 | 132 | 0.3216 | 0.9037 | 0.4542 | 0.9072 |
| 1.2801 | 0.1584 | 134 | 0.3223 | 0.9070 | 0.4470 | 0.9101 |
| 1.2828 | 0.1608 | 136 | 0.3236 | 0.9103 | 0.4589 | 0.9144 |
| 1.2828 | 0.1631 | 138 | 0.3236 | 0.9169 | 0.5122 | 0.9245 |
| 1.2563 | 0.1655 | 140 | 0.3210 | 0.8937 | 0.4343 | 0.8987 |
| 1.2563 | 0.1678 | 142 | 0.3210 | 0.9103 | 0.4661 | 0.9110 |
| 1.2563 | 0.1702 | 144 | 0.3164 | 0.9037 | 0.5293 | 0.9079 |
| 1.2641 | 0.1726 | 146 | 0.3203 | 0.9070 | 0.6088 | 0.9117 |
| 1.2641 | 0.1749 | 148 | 0.3177 | 0.9103 | 0.5822 | 0.9123 |
| 1.2875 | 0.1773 | 150 | 0.3138 | 0.9070 | 0.5715 | 0.9026 |
| 1.2875 | 0.1797 | 152 | 0.3138 | 0.9103 | 0.5843 | 0.9101 |
| 1.2875 | 0.1820 | 154 | 0.3164 | 0.9169 | 0.6097 | 0.9219 |
| 1.2676 | 0.1844 | 156 | 0.3164 | 0.9169 | 0.5653 | 0.9186 |
| 1.2676 | 0.1868 | 158 | 0.3132 | 0.9236 | 0.5670 | 0.9218 |
| 1.2816 | 0.1891 | 160 | 0.3151 | 0.9203 | 0.5664 | 0.9183 |
| 1.2816 | 0.1915 | 162 | 0.3158 | 0.9236 | 0.5671 | 0.9217 |
| 1.2816 | 0.1939 | 164 | 0.3125 | 0.9236 | 0.5671 | 0.9218 |
| 1.2559 | 0.1962 | 166 | 0.3105 | 0.9169 | 0.5660 | 0.9153 |
| 1.2559 | 0.1986 | 168 | 0.3118 | 0.9169 | 0.5660 | 0.9153 |
| 1.2098 | 0.2009 | 170 | 0.3118 | 0.9269 | 0.6146 | 0.9236 |
| 1.2098 | 0.2033 | 172 | 0.3132 | 0.9369 | 0.6682 | 0.9351 |
| 1.2098 | 0.2057 | 174 | 0.3138 | 0.9369 | 0.5886 | 0.9331 |
| 1.2711 | 0.2080 | 176 | 0.3125 | 0.9236 | 0.5293 | 0.9240 |
| 1.2711 | 0.2104 | 178 | 0.3151 | 0.9203 | 0.5919 | 0.9229 |
| 1.2789 | 0.2128 | 180 | 0.3158 | 0.9169 | 0.5776 | 0.9203 |
| 1.2789 | 0.2151 | 182 | 0.3138 | 0.9070 | 0.5730 | 0.9111 |
| 1.2789 | 0.2175 | 184 | 0.3132 | 0.9169 | 0.5886 | 0.9204 |
| 1.2465 | 0.2199 | 186 | 0.3138 | 0.9236 | 0.4563 | 0.9217 |
| 1.2465 | 0.2222 | 188 | 0.3138 | 0.9136 | 0.4560 | 0.9147 |
| 1.2484 | 0.2246 | 190 | 0.3145 | 0.9037 | 0.4053 | 0.9022 |
| 1.2484 | 0.2270 | 192 | 0.3138 | 0.9136 | 0.4577 | 0.9135 |
| 1.2484 | 0.2293 | 194 | 0.3132 | 0.9169 | 0.4642 | 0.9206 |
| 1.2617 | 0.2317 | 196 | 0.3125 | 0.9003 | 0.4281 | 0.9069 |
| 1.2617 | 0.2340 | 198 | 0.3112 | 0.9302 | 0.4718 | 0.9299 |
| 1.2383 | 0.2364 | 200 | 0.3092 | 0.9302 | 0.4657 | 0.9265 |
| 1.2383 | 0.2388 | 202 | 0.3086 | 0.9236 | 0.4280 | 0.9216 |
| 1.2383 | 0.2411 | 204 | 0.3099 | 0.9203 | 0.4723 | 0.9208 |
| 1.2379 | 0.2435 | 206 | 0.3092 | 0.9302 | 0.6792 | 0.9324 |
| 1.2379 | 0.2459 | 208 | 0.3086 | 0.9302 | 0.6792 | 0.9323 |
| 1.2418 | 0.2482 | 210 | 0.3086 | 0.9269 | 0.6751 | 0.9293 |
| 1.2418 | 0.2506 | 212 | 0.3086 | 0.9269 | 0.6751 | 0.9293 |
| 1.2418 | 0.2530 | 214 | 0.3099 | 0.9203 | 0.6812 | 0.9264 |
| 1.268 | 0.2553 | 216 | 0.3112 | 0.9169 | 0.6848 | 0.9245 |
| 1.268 | 0.2577 | 218 | 0.3105 | 0.9203 | 0.6708 | 0.9242 |
| 1.2512 | 0.2600 | 220 | 0.3099 | 0.9070 | 0.6015 | 0.9085 |
| 1.2512 | 0.2624 | 222 | 0.3086 | 0.9203 | 0.6042 | 0.9185 |
| 1.2512 | 0.2648 | 224 | 0.3099 | 0.9269 | 0.6167 | 0.9258 |
| 1.248 | 0.2671 | 226 | 0.3105 | 0.9269 | 0.6116 | 0.9271 |
| 1.248 | 0.2695 | 228 | 0.3092 | 0.9302 | 0.6122 | 0.9305 |
| 1.2258 | 0.2719 | 230 | 0.3229 | 0.9236 | 0.5686 | 0.9268 |
| 1.2258 | 0.2742 | 232 | 0.3092 | 0.9369 | 0.6130 | 0.9342 |
| 1.2258 | 0.2766 | 234 | 0.3099 | 0.9369 | 0.6722 | 0.9319 |
| 1.2383 | 0.2790 | 236 | 0.3099 | 0.9302 | 0.6152 | 0.9271 |
| 1.2383 | 0.2813 | 238 | 0.3125 | 0.9203 | 0.6099 | 0.9181 |
| 1.2426 | 0.2837 | 240 | 0.3125 | 0.9203 | 0.6099 | 0.9181 |
| 1.2426 | 0.2861 | 242 | 0.3112 | 0.9336 | 0.5013 | 0.9333 |
| 1.2426 | 0.2884 | 244 | 0.3118 | 0.9169 | 0.4242 | 0.9166 |
| 1.2047 | 0.2908 | 246 | 0.3112 | 0.9070 | 0.4178 | 0.9076 |
| 1.2047 | 0.2931 | 248 | 0.3125 | 0.9070 | 0.4912 | 0.9117 |
| 1.2375 | 0.2955 | 250 | 0.3118 | 0.9169 | 0.5518 | 0.9215 |
| 1.2375 | 0.2979 | 252 | 0.3086 | 0.9136 | 0.4288 | 0.9166 |
| 1.2375 | 0.3002 | 254 | 0.3073 | 0.9236 | 0.4659 | 0.9228 |
| 1.2277 | 0.3026 | 256 | 0.3073 | 0.9169 | 0.3422 | 0.9126 |
| 1.2277 | 0.3050 | 258 | 0.3073 | 0.9236 | 0.5173 | 0.9214 |
| 1.2531 | 0.3073 | 260 | 0.3079 | 0.9169 | 0.5072 | 0.9164 |
| 1.2531 | 0.3097 | 262 | 0.3060 | 0.9269 | 0.6094 | 0.9300 |
| 1.2531 | 0.3121 | 264 | 0.3053 | 0.9302 | 0.6117 | 0.9338 |
| 1.2238 | 0.3144 | 266 | 0.3060 | 0.9336 | 0.4958 | 0.9366 |
| 1.2238 | 0.3168 | 268 | 0.3066 | 0.9302 | 0.5998 | 0.9311 |
| 1.2297 | 0.3191 | 270 | 0.3060 | 0.9269 | 0.5442 | 0.9266 |
| 1.2297 | 0.3215 | 272 | 0.3073 | 0.9302 | 0.6774 | 0.9326 |
| 1.2297 | 0.3239 | 274 | 0.3073 | 0.9302 | 0.6775 | 0.9325 |
| 1.2453 | 0.3262 | 276 | 0.3066 | 0.9269 | 0.5885 | 0.9269 |
| 1.2453 | 0.3286 | 278 | 0.3060 | 0.9269 | 0.5393 | 0.9270 |
| 1.2348 | 0.3310 | 280 | 0.3053 | 0.9269 | 0.5448 | 0.9260 |
| 1.2348 | 0.3333 | 282 | 0.3047 | 0.9302 | 0.5106 | 0.9301 |
| 1.2348 | 0.3357 | 284 | 0.3047 | 0.9435 | 0.4912 | 0.9428 |
| 1.2145 | 0.3381 | 286 | 0.3053 | 0.9402 | 0.5305 | 0.9392 |
| 1.2145 | 0.3404 | 288 | 0.3060 | 0.9236 | 0.3885 | 0.9254 |
| 1.2277 | 0.3428 | 290 | 0.3060 | 0.9302 | 0.3823 | 0.9356 |
| 1.2277 | 0.3452 | 292 | 0.3066 | 0.9369 | 0.5018 | 0.9415 |
| 1.2277 | 0.3475 | 294 | 0.3079 | 0.9369 | 0.5801 | 0.9398 |
| 1.2129 | 0.3499 | 296 | 0.3066 | 0.9336 | 0.5516 | 0.9352 |
| 1.2129 | 0.3522 | 298 | 0.3047 | 0.9369 | 0.5466 | 0.9357 |
| 1.2242 | 0.3546 | 300 | 0.3053 | 0.9402 | 0.5966 | 0.9374 |
| 1.2242 | 0.3570 | 302 | 0.3073 | 0.9369 | 0.5986 | 0.9347 |
| 1.2242 | 0.3593 | 304 | 0.3073 | 0.9236 | 0.6183 | 0.9285 |
| 1.2156 | 0.3617 | 306 | 0.3079 | 0.9169 | 0.5647 | 0.9244 |
| 1.2156 | 0.3641 | 308 | 0.3092 | 0.9236 | 0.6152 | 0.9305 |
| 1.2133 | 0.3664 | 310 | 0.3073 | 0.9468 | 0.6915 | 0.9450 |
| 1.2133 | 0.3688 | 312 | 0.3066 | 0.9269 | 0.4153 | 0.9248 |
| 1.2133 | 0.3712 | 314 | 0.3060 | 0.9302 | 0.5269 | 0.9317 |
| 1.2422 | 0.3735 | 316 | 0.3060 | 0.9203 | 0.4719 | 0.9248 |
| 1.2422 | 0.3759 | 318 | 0.3053 | 0.9136 | 0.4708 | 0.9183 |
| 1.2293 | 0.3783 | 320 | 0.3047 | 0.9169 | 0.4779 | 0.9221 |
| 1.2293 | 0.3806 | 322 | 0.3034 | 0.9302 | 0.5199 | 0.9337 |
| 1.2293 | 0.3830 | 324 | 0.3047 | 0.9269 | 0.5147 | 0.9304 |
| 1.2035 | 0.3853 | 326 | 0.3034 | 0.9236 | 0.5101 | 0.9273 |
| 1.2035 | 0.3877 | 328 | 0.3027 | 0.9236 | 0.5101 | 0.9273 |
| 1.2117 | 0.3901 | 330 | 0.3027 | 0.9169 | 0.5024 | 0.9216 |
| 1.2117 | 0.3924 | 332 | 0.3047 | 0.9169 | 0.5024 | 0.9216 |
| 1.2117 | 0.3948 | 334 | 0.3053 | 0.9169 | 0.5082 | 0.9226 |
| 1.2227 | 0.3972 | 336 | 0.3053 | 0.9203 | 0.5188 | 0.9238 |
| 1.2227 | 0.3995 | 338 | 0.3066 | 0.9269 | 0.4372 | 0.9289 |
| 1.2109 | 0.4019 | 340 | 0.3073 | 0.9236 | 0.3896 | 0.9245 |
| 1.2109 | 0.4043 | 342 | 0.3073 | 0.9269 | 0.4236 | 0.9262 |
| 1.2109 | 0.4066 | 344 | 0.3086 | 0.9336 | 0.5044 | 0.9340 |
| 1.1898 | 0.4090 | 346 | 0.3073 | 0.9302 | 0.5009 | 0.9312 |
| 1.1898 | 0.4113 | 348 | 0.3073 | 0.9336 | 0.6260 | 0.9346 |
| 1.2082 | 0.4137 | 350 | 0.3086 | 0.9336 | 0.5462 | 0.9324 |
| 1.2082 | 0.4161 | 352 | 0.3086 | 0.9402 | 0.6322 | 0.9430 |
| 1.2082 | 0.4184 | 354 | 0.3079 | 0.9369 | 0.5550 | 0.9380 |
| 1.2227 | 0.4208 | 356 | 0.3066 | 0.9302 | 0.5692 | 0.9342 |
| 1.2227 | 0.4232 | 358 | 0.3060 | 0.9369 | 0.7037 | 0.9403 |
| 1.2 | 0.4255 | 360 | 0.3066 | 0.9236 | 0.6946 | 0.9309 |
| 1.2 | 0.4279 | 362 | 0.3053 | 0.9302 | 0.6973 | 0.9360 |
| 1.2 | 0.4303 | 364 | 0.3047 | 0.9302 | 0.5717 | 0.9348 |
| 1.1934 | 0.4326 | 366 | 0.3053 | 0.9269 | 0.5662 | 0.9314 |
| 1.1934 | 0.4350 | 368 | 0.3047 | 0.9269 | 0.5662 | 0.9314 |
| 1.2141 | 0.4374 | 370 | 0.3040 | 0.9236 | 0.5640 | 0.9263 |
| 1.2141 | 0.4397 | 372 | 0.3040 | 0.9236 | 0.5656 | 0.9279 |
| 1.2141 | 0.4421 | 374 | 0.3040 | 0.9269 | 0.5689 | 0.9322 |
| 1.1844 | 0.4444 | 376 | 0.3047 | 0.9236 | 0.5261 | 0.9312 |
| 1.1844 | 0.4468 | 378 | 0.3047 | 0.9236 | 0.5279 | 0.9308 |
| 1.2242 | 0.4492 | 380 | 0.3040 | 0.9236 | 0.5096 | 0.9293 |
| 1.2242 | 0.4515 | 382 | 0.3034 | 0.9336 | 0.4782 | 0.9334 |
| 1.2242 | 0.4539 | 384 | 0.3034 | 0.9336 | 0.5483 | 0.9329 |
| 1.2121 | 0.4563 | 386 | 0.3034 | 0.9402 | 0.5506 | 0.9387 |
| 1.2121 | 0.4586 | 388 | 0.3027 | 0.9302 | 0.5372 | 0.9310 |
| 1.2121 | 0.4610 | 390 | 0.3047 | 0.9269 | 0.5356 | 0.9303 |
| 1.2121 | 0.4634 | 392 | 0.3047 | 0.9302 | 0.5362 | 0.9338 |
| 1.2121 | 0.4657 | 394 | 0.3047 | 0.9369 | 0.5962 | 0.9395 |
| 1.2316 | 0.4681 | 396 | 0.3040 | 0.9369 | 0.7430 | 0.9386 |
| 1.2316 | 0.4704 | 398 | 0.3040 | 0.9302 | 0.5142 | 0.9303 |
| 1.1926 | 0.4728 | 400 | 0.3034 | 0.9435 | 0.5255 | 0.9421 |
| 1.1926 | 0.4752 | 402 | 0.3034 | 0.9435 | 0.5253 | 0.9466 |
| 1.1926 | 0.4775 | 404 | 0.3034 | 0.9435 | 0.4888 | 0.9433 |
| 1.2145 | 0.4799 | 406 | 0.3027 | 0.9435 | 0.5291 | 0.9417 |
| 1.2145 | 0.4823 | 408 | 0.3027 | 0.9369 | 0.4804 | 0.9370 |
| 1.191 | 0.4846 | 410 | 0.3034 | 0.9369 | 0.5058 | 0.9374 |
| 1.191 | 0.4870 | 412 | 0.3040 | 0.9402 | 0.5065 | 0.9408 |
| 1.191 | 0.4894 | 414 | 0.3034 | 0.9369 | 0.5095 | 0.9390 |
| 1.2027 | 0.4917 | 416 | 0.3034 | 0.9369 | 0.5042 | 0.9389 |
| 1.2027 | 0.4941 | 418 | 0.3040 | 0.9336 | 0.4410 | 0.9351 |
| 1.1902 | 0.4965 | 420 | 0.3047 | 0.9336 | 0.5142 | 0.9373 |
| 1.1902 | 0.4988 | 422 | 0.3047 | 0.9336 | 0.5142 | 0.9373 |
| 1.1902 | 0.5012 | 424 | 0.3047 | 0.9269 | 0.3708 | 0.9274 |
| 1.2184 | 0.5035 | 426 | 0.3040 | 0.9269 | 0.3708 | 0.9274 |
| 1.2184 | 0.5059 | 428 | 0.3040 | 0.9302 | 0.4762 | 0.9307 |
| 1.2 | 0.5083 | 430 | 0.3027 | 0.9369 | 0.6868 | 0.9405 |
| 1.2 | 0.5106 | 432 | 0.3001 | 0.9402 | 0.7768 | 0.9421 |
| 1.2 | 0.5130 | 434 | 0.3008 | 0.9369 | 0.7662 | 0.9414 |
| 1.1805 | 0.5154 | 436 | 0.3001 | 0.9402 | 0.7707 | 0.9444 |
| 1.1805 | 0.5177 | 438 | 0.3021 | 0.9369 | 0.7640 | 0.9419 |
| 1.207 | 0.5201 | 440 | 0.3014 | 0.9369 | 0.7640 | 0.9419 |
| 1.207 | 0.5225 | 442 | 0.3008 | 0.9336 | 0.6788 | 0.9361 |
| 1.207 | 0.5248 | 444 | 0.3008 | 0.9369 | 0.6856 | 0.9372 |
| 1.1965 | 0.5272 | 446 | 0.3008 | 0.9402 | 0.6351 | 0.9423 |
| 1.1965 | 0.5296 | 448 | 0.3027 | 0.9402 | 0.5862 | 0.9423 |
| 1.1848 | 0.5319 | 450 | 0.3021 | 0.9435 | 0.7184 | 0.9456 |
| 1.1848 | 0.5343 | 452 | 0.3014 | 0.9369 | 0.5441 | 0.9406 |
| 1.1848 | 0.5366 | 454 | 0.3027 | 0.9435 | 0.5453 | 0.9473 |
| 1.1871 | 0.5390 | 456 | 0.3021 | 0.9435 | 0.6606 | 0.9478 |
| 1.1871 | 0.5414 | 458 | 0.3021 | 0.9468 | 0.6642 | 0.9507 |
| 1.1922 | 0.5437 | 460 | 0.3021 | 0.9435 | 0.6583 | 0.9472 |
| 1.1922 | 0.5461 | 462 | 0.3014 | 0.9502 | 0.7175 | 0.9518 |
| 1.1922 | 0.5485 | 464 | 0.3014 | 0.9468 | 0.6367 | 0.9496 |
| 1.1648 | 0.5508 | 466 | 0.3008 | 0.9502 | 0.6409 | 0.9527 |
| 1.1648 | 0.5532 | 468 | 0.3008 | 0.9535 | 0.6470 | 0.9562 |
| 1.2156 | 0.5556 | 470 | 0.3008 | 0.9535 | 0.6470 | 0.9562 |
| 1.2156 | 0.5579 | 472 | 0.3014 | 0.9435 | 0.5217 | 0.9468 |
| 1.2156 | 0.5603 | 474 | 0.2995 | 0.9369 | 0.5154 | 0.9412 |
| 1.2324 | 0.5626 | 476 | 0.2988 | 0.9336 | 0.5148 | 0.9378 |
| 1.2324 | 0.5650 | 478 | 0.2988 | 0.9369 | 0.5800 | 0.9400 |
| 1.1898 | 0.5674 | 480 | 0.2988 | 0.9369 | 0.6281 | 0.9384 |
| 1.1898 | 0.5697 | 482 | 0.2988 | 0.9302 | 0.6181 | 0.9359 |
| 1.1898 | 0.5721 | 484 | 0.2995 | 0.9336 | 0.7651 | 0.9392 |
| 1.2051 | 0.5745 | 486 | 0.3001 | 0.9369 | 0.7659 | 0.9426 |
| 1.2051 | 0.5768 | 488 | 0.3008 | 0.9402 | 0.7092 | 0.9465 |
| 1.1945 | 0.5792 | 490 | 0.3014 | 0.9402 | 0.7109 | 0.9459 |
| 1.1945 | 0.5816 | 492 | 0.3014 | 0.9435 | 0.7206 | 0.9466 |
| 1.1945 | 0.5839 | 494 | 0.3014 | 0.9502 | 0.7218 | 0.9532 |
| 1.1879 | 0.5863 | 496 | 0.3001 | 0.9535 | 0.7221 | 0.9549 |
| 1.1879 | 0.5887 | 498 | 0.2995 | 0.9535 | 0.7281 | 0.9551 |
| 1.1852 | 0.5910 | 500 | 0.2995 | 0.9535 | 0.7281 | 0.9551 |
| 1.1852 | 0.5934 | 502 | 0.3001 | 0.9502 | 0.7233 | 0.9520 |
| 1.1852 | 0.5957 | 504 | 0.3001 | 0.9468 | 0.7227 | 0.9486 |
| 1.1906 | 0.5981 | 506 | 0.3001 | 0.9535 | 0.7240 | 0.9553 |
| 1.1906 | 0.6005 | 508 | 0.2995 | 0.9468 | 0.7149 | 0.9504 |
| 1.2098 | 0.6028 | 510 | 0.2995 | 0.9435 | 0.7757 | 0.9476 |
| 1.2098 | 0.6052 | 512 | 0.3001 | 0.9468 | 0.7764 | 0.9510 |
| 1.2098 | 0.6076 | 514 | 0.2995 | 0.9468 | 0.7810 | 0.9495 |
| 1.1852 | 0.6099 | 516 | 0.2988 | 0.9435 | 0.6898 | 0.9446 |
| 1.1852 | 0.6123 | 518 | 0.2988 | 0.9336 | 0.6249 | 0.9357 |
| 1.177 | 0.6147 | 520 | 0.2988 | 0.9336 | 0.5518 | 0.9369 |
| 1.177 | 0.6170 | 522 | 0.2988 | 0.9369 | 0.6290 | 0.9419 |
| 1.177 | 0.6194 | 524 | 0.3001 | 0.9402 | 0.6316 | 0.9459 |
| 1.1852 | 0.6217 | 526 | 0.3008 | 0.9369 | 0.6273 | 0.9443 |
| 1.1852 | 0.6241 | 528 | 0.3014 | 0.9302 | 0.5803 | 0.9402 |
| 1.1773 | 0.6265 | 530 | 0.3021 | 0.9269 | 0.5785 | 0.9378 |
| 1.1773 | 0.6288 | 532 | 0.3014 | 0.9269 | 0.5785 | 0.9378 |
| 1.1773 | 0.6312 | 534 | 0.3008 | 0.9336 | 0.5825 | 0.9427 |
| 1.191 | 0.6336 | 536 | 0.3001 | 0.9468 | 0.6403 | 0.9506 |
| 1.191 | 0.6359 | 538 | 0.3001 | 0.9468 | 0.7820 | 0.9485 |
| 1.2133 | 0.6383 | 540 | 0.3008 | 0.9535 | 0.7877 | 0.9549 |
| 1.2133 | 0.6407 | 542 | 0.2995 | 0.9568 | 0.7884 | 0.9582 |
| 1.2133 | 0.6430 | 544 | 0.2995 | 0.9568 | 0.7888 | 0.9595 |
| 1.1973 | 0.6454 | 546 | 0.2988 | 0.9468 | 0.7592 | 0.9467 |
| 1.1973 | 0.6478 | 548 | 0.2982 | 0.9502 | 0.7645 | 0.9486 |
| 1.2059 | 0.6501 | 550 | 0.2982 | 0.9568 | 0.7857 | 0.9576 |
| 1.2059 | 0.6525 | 552 | 0.2975 | 0.9568 | 0.7934 | 0.9581 |
| 1.2059 | 0.6548 | 554 | 0.2975 | 0.9502 | 0.6966 | 0.9500 |
| 1.2031 | 0.6572 | 556 | 0.2982 | 0.9502 | 0.6966 | 0.9500 |
| 1.2031 | 0.6596 | 558 | 0.2982 | 0.9468 | 0.6915 | 0.9469 |
| 1.2086 | 0.6619 | 560 | 0.2982 | 0.9468 | 0.6915 | 0.9469 |
| 1.2086 | 0.6643 | 562 | 0.2982 | 0.9468 | 0.7172 | 0.9501 |
| 1.2086 | 0.6667 | 564 | 0.2982 | 0.9435 | 0.5849 | 0.9452 |
| 1.1875 | 0.6690 | 566 | 0.2982 | 0.9468 | 0.6621 | 0.9501 |
| 1.1875 | 0.6714 | 568 | 0.2988 | 0.9468 | 0.5965 | 0.9514 |
| 1.2051 | 0.6738 | 570 | 0.2988 | 0.9502 | 0.6646 | 0.9541 |
| 1.2051 | 0.6761 | 572 | 0.2988 | 0.9502 | 0.5983 | 0.9552 |
| 1.2051 | 0.6785 | 574 | 0.2988 | 0.9502 | 0.5983 | 0.9552 |
| 1.1883 | 0.6809 | 576 | 0.2988 | 0.9468 | 0.5965 | 0.9514 |
| 1.1883 | 0.6832 | 578 | 0.2982 | 0.9435 | 0.5249 | 0.9465 |
| 1.1965 | 0.6856 | 580 | 0.2988 | 0.9435 | 0.5249 | 0.9465 |
| 1.1965 | 0.6879 | 582 | 0.2988 | 0.9369 | 0.5238 | 0.9397 |
| 1.1965 | 0.6903 | 584 | 0.2995 | 0.9336 | 0.5182 | 0.9362 |
| 1.2117 | 0.6927 | 586 | 0.2988 | 0.9369 | 0.5221 | 0.9393 |
| 1.2117 | 0.6950 | 588 | 0.2988 | 0.9402 | 0.5227 | 0.9427 |
| 1.1988 | 0.6974 | 590 | 0.2988 | 0.9435 | 0.5233 | 0.9460 |
| 1.1988 | 0.6998 | 592 | 0.2988 | 0.9435 | 0.5233 | 0.9460 |
| 1.1988 | 0.7021 | 594 | 0.2982 | 0.9468 | 0.5949 | 0.9510 |
| 1.2133 | 0.7045 | 596 | 0.2982 | 0.9468 | 0.5949 | 0.9510 |
| 1.2133 | 0.7069 | 598 | 0.2982 | 0.9468 | 0.5949 | 0.9510 |
| 1.1973 | 0.7092 | 600 | 0.2982 | 0.9468 | 0.5949 | 0.9510 |
| 1.1973 | 0.7116 | 602 | 0.2982 | 0.9435 | 0.5943 | 0.9476 |
| 1.1973 | 0.7139 | 604 | 0.2982 | 0.9435 | 0.5943 | 0.9476 |
| 1.1973 | 0.7163 | 606 | 0.2982 | 0.9435 | 0.5943 | 0.9476 |
| 1.1973 | 0.7187 | 608 | 0.2982 | 0.9435 | 0.6614 | 0.9467 |
| 1.1855 | 0.7210 | 610 | 0.2982 | 0.9468 | 0.6675 | 0.9503 |
| 1.1855 | 0.7234 | 612 | 0.2988 | 0.9468 | 0.6675 | 0.9503 |
| 1.1855 | 0.7258 | 614 | 0.2988 | 0.9435 | 0.6635 | 0.9473 |
| 1.1957 | 0.7281 | 616 | 0.2988 | 0.9336 | 0.6537 | 0.9389 |
| 1.1957 | 0.7305 | 618 | 0.2988 | 0.9402 | 0.5923 | 0.9451 |
| 1.1891 | 0.7329 | 620 | 0.2988 | 0.9435 | 0.5960 | 0.9480 |
| 1.1891 | 0.7352 | 622 | 0.2988 | 0.9435 | 0.5960 | 0.9480 |
| 1.1891 | 0.7376 | 624 | 0.2988 | 0.9468 | 0.6420 | 0.9498 |
| 1.1828 | 0.7400 | 626 | 0.2988 | 0.9502 | 0.6464 | 0.9529 |
| 1.1828 | 0.7423 | 628 | 0.2988 | 0.9502 | 0.6464 | 0.9529 |
| 1.1674 | 0.7447 | 630 | 0.2988 | 0.9468 | 0.6403 | 0.9493 |
| 1.1674 | 0.7470 | 632 | 0.2988 | 0.9468 | 0.5288 | 0.9496 |
| 1.1674 | 0.7494 | 634 | 0.2988 | 0.9502 | 0.6464 | 0.9529 |
| 1.1945 | 0.7518 | 636 | 0.2988 | 0.9468 | 0.5288 | 0.9496 |
| 1.1945 | 0.7541 | 638 | 0.2988 | 0.9435 | 0.5248 | 0.9464 |
| 1.1738 | 0.7565 | 640 | 0.2988 | 0.9468 | 0.5288 | 0.9496 |
| 1.1738 | 0.7589 | 642 | 0.2982 | 0.9502 | 0.6464 | 0.9529 |
| 1.1738 | 0.7612 | 644 | 0.2982 | 0.9502 | 0.6464 | 0.9529 |
| 1.2016 | 0.7636 | 646 | 0.2982 | 0.9502 | 0.6464 | 0.9529 |
| 1.2016 | 0.7660 | 648 | 0.2982 | 0.9502 | 0.6464 | 0.9529 |
| 1.1805 | 0.7683 | 650 | 0.2982 | 0.9502 | 0.6464 | 0.9529 |
| 1.1805 | 0.7707 | 652 | 0.2982 | 0.9502 | 0.6464 | 0.9529 |
| 1.1805 | 0.7730 | 654 | 0.2982 | 0.9502 | 0.6464 | 0.9529 |
| 1.1625 | 0.7754 | 656 | 0.2975 | 0.9535 | 0.6470 | 0.9562 |
| 1.1625 | 0.7778 | 658 | 0.2975 | 0.9535 | 0.6470 | 0.9562 |
| 1.1887 | 0.7801 | 660 | 0.2975 | 0.9502 | 0.6464 | 0.9529 |
| 1.1887 | 0.7825 | 662 | 0.2969 | 0.9502 | 0.6464 | 0.9529 |
| 1.1887 | 0.7849 | 664 | 0.2962 | 0.9502 | 0.6464 | 0.9529 |
| 1.1824 | 0.7872 | 666 | 0.2962 | 0.9502 | 0.6464 | 0.9529 |
| 1.1824 | 0.7896 | 668 | 0.2962 | 0.9502 | 0.6464 | 0.9529 |
| 1.2023 | 0.7920 | 670 | 0.2962 | 0.9502 | 0.6464 | 0.9529 |
| 1.2023 | 0.7943 | 672 | 0.2962 | 0.9502 | 0.6464 | 0.9529 |
| 1.2023 | 0.7967 | 674 | 0.2962 | 0.9502 | 0.6464 | 0.9529 |
| 1.1883 | 0.7991 | 676 | 0.2962 | 0.9502 | 0.6464 | 0.9529 |
| 1.1883 | 0.8014 | 678 | 0.2962 | 0.9601 | 0.7294 | 0.9618 |
| 1.1934 | 0.8038 | 680 | 0.2962 | 0.9635 | 0.7300 | 0.9651 |
| 1.1934 | 0.8061 | 682 | 0.2962 | 0.9635 | 0.7300 | 0.9651 |
| 1.1934 | 0.8085 | 684 | 0.2962 | 0.9635 | 0.7300 | 0.9651 |
| 1.1984 | 0.8109 | 686 | 0.2962 | 0.9635 | 0.7299 | 0.9652 |
| 1.1984 | 0.8132 | 688 | 0.2962 | 0.9635 | 0.7299 | 0.9652 |
| 1.1898 | 0.8156 | 690 | 0.2962 | 0.9601 | 0.7234 | 0.9616 |
| 1.1898 | 0.8180 | 692 | 0.2962 | 0.9601 | 0.7234 | 0.9616 |
| 1.1898 | 0.8203 | 694 | 0.2962 | 0.9601 | 0.7234 | 0.9616 |
| 1.1691 | 0.8227 | 696 | 0.2962 | 0.9601 | 0.7234 | 0.9616 |
| 1.1691 | 0.8251 | 698 | 0.2962 | 0.9601 | 0.7253 | 0.9621 |
| 1.1965 | 0.8274 | 700 | 0.2962 | 0.9535 | 0.7240 | 0.9553 |
| 1.1965 | 0.8298 | 702 | 0.2962 | 0.9535 | 0.7240 | 0.9553 |
| 1.1965 | 0.8322 | 704 | 0.2962 | 0.9502 | 0.7233 | 0.9520 |
| 1.2172 | 0.8345 | 706 | 0.2962 | 0.9502 | 0.7233 | 0.9520 |
| 1.2172 | 0.8369 | 708 | 0.2969 | 0.9502 | 0.7233 | 0.9520 |
| 1.1664 | 0.8392 | 710 | 0.2962 | 0.9502 | 0.7233 | 0.9520 |
| 1.1664 | 0.8416 | 712 | 0.2969 | 0.9502 | 0.7233 | 0.9520 |
| 1.1664 | 0.8440 | 714 | 0.2969 | 0.9502 | 0.7233 | 0.9520 |
| 1.1445 | 0.8463 | 716 | 0.2969 | 0.9568 | 0.7287 | 0.9585 |
| 1.1445 | 0.8487 | 718 | 0.2962 | 0.9568 | 0.7287 | 0.9585 |
| 1.1648 | 0.8511 | 720 | 0.2969 | 0.9535 | 0.7238 | 0.9565 |
| 1.1648 | 0.8534 | 722 | 0.2962 | 0.9468 | 0.7137 | 0.9512 |
| 1.1648 | 0.8558 | 724 | 0.2962 | 0.9435 | 0.7085 | 0.9470 |
| 1.1898 | 0.8582 | 726 | 0.2962 | 0.9502 | 0.7184 | 0.9543 |
| 1.1898 | 0.8605 | 728 | 0.2962 | 0.9568 | 0.7287 | 0.9585 |
| 1.1832 | 0.8629 | 730 | 0.2962 | 0.9535 | 0.7248 | 0.9568 |
| 1.1832 | 0.8652 | 732 | 0.2956 | 0.9502 | 0.7191 | 0.9534 |
| 1.1832 | 0.8676 | 734 | 0.2956 | 0.9502 | 0.7166 | 0.9529 |
| 1.1855 | 0.8700 | 736 | 0.2956 | 0.9502 | 0.7164 | 0.9530 |
| 1.1855 | 0.8723 | 738 | 0.2956 | 0.9535 | 0.7211 | 0.9572 |
| 1.1762 | 0.8747 | 740 | 0.2956 | 0.9502 | 0.7164 | 0.9530 |
| 1.1762 | 0.8771 | 742 | 0.2956 | 0.9535 | 0.7221 | 0.9562 |
| 1.1762 | 0.8794 | 744 | 0.2956 | 0.9535 | 0.7221 | 0.9562 |
| 1.1879 | 0.8818 | 746 | 0.2956 | 0.9601 | 0.7267 | 0.9625 |
| 1.1879 | 0.8842 | 748 | 0.2956 | 0.9568 | 0.7227 | 0.9596 |
| 1.1715 | 0.8865 | 750 | 0.2956 | 0.9535 | 0.7221 | 0.9562 |
| 1.1715 | 0.8889 | 752 | 0.2956 | 0.9535 | 0.7221 | 0.9562 |
| 1.1715 | 0.8913 | 754 | 0.2956 | 0.9535 | 0.7221 | 0.9562 |
| 1.1609 | 0.8936 | 756 | 0.2956 | 0.9535 | 0.7221 | 0.9562 |
| 1.1609 | 0.8960 | 758 | 0.2956 | 0.9568 | 0.7260 | 0.9591 |
| 1.1586 | 0.8983 | 760 | 0.2956 | 0.9535 | 0.7204 | 0.9558 |
| 1.1586 | 0.9007 | 762 | 0.2956 | 0.9568 | 0.7260 | 0.9591 |
| 1.1586 | 0.9031 | 764 | 0.2956 | 0.9601 | 0.7303 | 0.9621 |
| 1.1883 | 0.9054 | 766 | 0.2956 | 0.9568 | 0.7260 | 0.9591 |
| 1.1883 | 0.9078 | 768 | 0.2956 | 0.9568 | 0.7260 | 0.9591 |
| 1.1738 | 0.9102 | 770 | 0.2956 | 0.9535 | 0.7221 | 0.9562 |
| 1.1738 | 0.9125 | 772 | 0.2962 | 0.9568 | 0.7260 | 0.9591 |
| 1.1738 | 0.9149 | 774 | 0.2956 | 0.9635 | 0.7310 | 0.9654 |
| 1.1848 | 0.9173 | 776 | 0.2962 | 0.9601 | 0.7267 | 0.9625 |
| 1.1848 | 0.9196 | 778 | 0.2956 | 0.9601 | 0.7267 | 0.9625 |
| 1.1699 | 0.9220 | 780 | 0.2962 | 0.9568 | 0.7227 | 0.9596 |
| 1.1699 | 0.9243 | 782 | 0.2956 | 0.9601 | 0.7303 | 0.9621 |
| 1.1699 | 0.9267 | 784 | 0.2956 | 0.9535 | 0.7221 | 0.9562 |
| 1.1648 | 0.9291 | 786 | 0.2956 | 0.9568 | 0.7211 | 0.9591 |
| 1.1648 | 0.9314 | 788 | 0.2956 | 0.9601 | 0.7267 | 0.9625 |
| 1.1664 | 0.9338 | 790 | 0.2956 | 0.9568 | 0.7260 | 0.9591 |
| 1.1664 | 0.9362 | 792 | 0.2956 | 0.9568 | 0.7260 | 0.9591 |
| 1.1664 | 0.9385 | 794 | 0.2956 | 0.9568 | 0.7227 | 0.9596 |
| 1.1676 | 0.9409 | 796 | 0.2956 | 0.9568 | 0.7227 | 0.9596 |
| 1.1676 | 0.9433 | 798 | 0.2956 | 0.9601 | 0.7253 | 0.9621 |
| 1.1742 | 0.9456 | 800 | 0.2956 | 0.9568 | 0.7211 | 0.9591 |
| 1.1742 | 0.9480 | 802 | 0.2956 | 0.9568 | 0.7227 | 0.9596 |
| 1.1742 | 0.9504 | 804 | 0.2956 | 0.9535 | 0.7172 | 0.9563 |
| 1.1895 | 0.9527 | 806 | 0.2956 | 0.9568 | 0.7260 | 0.9591 |
| 1.1895 | 0.9551 | 808 | 0.2956 | 0.9568 | 0.7260 | 0.9591 |
| 1.202 | 0.9574 | 810 | 0.2956 | 0.9568 | 0.7211 | 0.9591 |
| 1.202 | 0.9598 | 812 | 0.2956 | 0.9535 | 0.7172 | 0.9563 |
| 1.202 | 0.9622 | 814 | 0.2956 | 0.9568 | 0.7227 | 0.9596 |
| 1.1812 | 0.9645 | 816 | 0.2956 | 0.9535 | 0.7172 | 0.9563 |
| 1.1812 | 0.9669 | 818 | 0.2956 | 0.9535 | 0.7172 | 0.9563 |
| 1.2082 | 0.9693 | 820 | 0.2956 | 0.9535 | 0.7221 | 0.9562 |
| 1.2082 | 0.9716 | 822 | 0.2956 | 0.9601 | 0.7267 | 0.9625 |
| 1.2082 | 0.9740 | 824 | 0.2956 | 0.9468 | 0.7159 | 0.9495 |
| 1.1781 | 0.9764 | 826 | 0.2956 | 0.9568 | 0.7211 | 0.9591 |
| 1.1781 | 0.9787 | 828 | 0.2956 | 0.9535 | 0.7172 | 0.9563 |
| 1.1594 | 0.9811 | 830 | 0.2956 | 0.9535 | 0.7172 | 0.9563 |
| 1.1594 | 0.9835 | 832 | 0.2956 | 0.9535 | 0.7204 | 0.9558 |
| 1.1594 | 0.9858 | 834 | 0.2956 | 0.9535 | 0.7172 | 0.9563 |
| 1.2008 | 0.9882 | 836 | 0.2956 | 0.9502 | 0.7166 | 0.9529 |
| 1.2008 | 0.9905 | 838 | 0.2956 | 0.9568 | 0.7227 | 0.9596 |
| 1.182 | 0.9929 | 840 | 0.2956 | 0.9535 | 0.7172 | 0.9563 |
| 1.182 | 0.9953 | 842 | 0.2956 | 0.9568 | 0.7211 | 0.9591 |
| 1.182 | 0.9976 | 844 | 0.2956 | 0.9502 | 0.7198 | 0.9524 |
| 1.1785 | 1.0 | 846 | 0.2956 | 0.9568 | 0.7211 | 0.9591 |