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| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
|---|---|---|---|---|---|---|
| No log | 0.5 | 2 | 11.7374 | 0.0047 | 11.7370 | 3.4259 |
| No log | 1.0 | 4 | 10.8417 | 0.0 | 10.8413 | 3.2926 |
| No log | 1.5 | 6 | 10.0939 | 0.0 | 10.0936 | 3.1770 |
| No log | 2.0 | 8 | 8.8515 | 0.0 | 8.8512 | 2.9751 |
| 7.8847 | 2.5 | 10 | 7.4135 | 0.0 | 7.4132 | 2.7227 |
| 7.8847 | 3.0 | 12 | 6.1974 | 0.0003 | 6.1972 | 2.4894 |
| 7.8847 | 3.5 | 14 | 5.0264 | 0.0088 | 5.0261 | 2.2419 |
| 7.8847 | 4.0 | 16 | 4.0422 | 0.0039 | 4.0421 | 2.0105 |
| 7.8847 | 4.5 | 18 | 3.1093 | 0.0 | 3.1092 | 1.7633 |
| 3.9009 | 5.0 | 20 | 2.3322 | 0.1742 | 2.3322 | 1.5271 |
| 3.9009 | 5.5 | 22 | 1.8698 | 0.0280 | 1.8699 | 1.3674 |
| 3.9009 | 6.0 | 24 | 1.4077 | 0.0280 | 1.4078 | 1.1865 |
| 3.9009 | 6.5 | 26 | 1.0986 | 0.0174 | 1.0989 | 1.0483 |
| 3.9009 | 7.0 | 28 | 0.9760 | 0.0174 | 0.9763 | 0.9881 |
| 1.9761 | 7.5 | 30 | 1.0286 | 0.0174 | 1.0289 | 1.0143 |
| 1.9761 | 8.0 | 32 | 1.9547 | 0.0107 | 1.9549 | 1.3982 |
| 1.9761 | 8.5 | 34 | 1.7148 | 0.0268 | 1.7150 | 1.3096 |
| 1.9761 | 9.0 | 36 | 1.6836 | 0.1306 | 1.6837 | 1.2976 |
| 1.9761 | 9.5 | 38 | 1.8875 | 0.1949 | 1.8876 | 1.3739 |
| 1.9492 | 10.0 | 40 | 1.1698 | 0.1052 | 1.1700 | 1.0817 |
| 1.9492 | 10.5 | 42 | 1.2001 | 0.1444 | 1.2003 | 1.0956 |
| 1.9492 | 11.0 | 44 | 1.6138 | 0.1906 | 1.6141 | 1.2705 |
| 1.9492 | 11.5 | 46 | 1.1645 | 0.2230 | 1.1649 | 1.0793 |
| 1.9492 | 12.0 | 48 | 0.9915 | 0.3143 | 0.9919 | 0.9959 |
| 1.4736 | 12.5 | 50 | 1.3967 | 0.2211 | 1.3973 | 1.1821 |
| 1.4736 | 13.0 | 52 | 2.1937 | 0.1357 | 2.1946 | 1.4814 |
| 1.4736 | 13.5 | 54 | 1.4565 | 0.2410 | 1.4574 | 1.2072 |
| 1.4736 | 14.0 | 56 | 1.0509 | 0.3095 | 1.0514 | 1.0254 |
| 1.4736 | 14.5 | 58 | 1.5637 | 0.1961 | 1.5646 | 1.2508 |
| 1.0046 | 15.0 | 60 | 1.2858 | 0.2656 | 1.2866 | 1.1343 |
| 1.0046 | 15.5 | 62 | 0.8360 | 0.3659 | 0.8364 | 0.9146 |
| 1.0046 | 16.0 | 64 | 1.4151 | 0.2221 | 1.4159 | 1.1899 |
| 1.0046 | 16.5 | 66 | 1.1948 | 0.2496 | 1.1955 | 1.0934 |
| 1.0046 | 17.0 | 68 | 0.9517 | 0.3117 | 0.9519 | 0.9757 |
| 0.5969 | 17.5 | 70 | 1.9196 | 0.1414 | 1.9207 | 1.3859 |
| 0.5969 | 18.0 | 72 | 1.8568 | 0.1322 | 1.8578 | 1.3630 |
| 0.5969 | 18.5 | 74 | 0.8169 | 0.3803 | 0.8173 | 0.9041 |
| 0.5969 | 19.0 | 76 | 0.8517 | 0.3776 | 0.8522 | 0.9231 |
| 0.5969 | 19.5 | 78 | 2.1324 | 0.1401 | 2.1333 | 1.4606 |
| 0.4577 | 20.0 | 80 | 2.5669 | 0.1144 | 2.5679 | 1.6025 |
| 0.4577 | 20.5 | 82 | 1.2434 | 0.2914 | 1.2440 | 1.1153 |
| 0.4577 | 21.0 | 84 | 0.8362 | 0.4471 | 0.8365 | 0.9146 |
| 0.4577 | 21.5 | 86 | 1.3318 | 0.2898 | 1.3323 | 1.1542 |
| 0.4577 | 22.0 | 88 | 1.6572 | 0.2457 | 1.6578 | 1.2876 |
| 0.2873 | 22.5 | 90 | 1.0598 | 0.3879 | 1.0602 | 1.0296 |
| 0.2873 | 23.0 | 92 | 1.2630 | 0.3178 | 1.2633 | 1.1240 |
| 0.2873 | 23.5 | 94 | 1.6916 | 0.2382 | 1.6921 | 1.3008 |
| 0.2873 | 24.0 | 96 | 1.4347 | 0.2517 | 1.4351 | 1.1980 |
| 0.2873 | 24.5 | 98 | 1.4752 | 0.2554 | 1.4756 | 1.2147 |
| 0.1926 | 25.0 | 100 | 0.9168 | 0.4451 | 0.9169 | 0.9576 |
| 0.1926 | 25.5 | 102 | 1.0303 | 0.4049 | 1.0305 | 1.0151 |
| 0.1926 | 26.0 | 104 | 1.9201 | 0.2155 | 1.9207 | 1.3859 |
| 0.1926 | 26.5 | 106 | 1.9368 | 0.2008 | 1.9375 | 1.3919 |
| 0.1926 | 27.0 | 108 | 1.0230 | 0.3646 | 1.0233 | 1.0116 |
| 0.228 | 27.5 | 110 | 0.8185 | 0.4455 | 0.8187 | 0.9048 |
| 0.228 | 28.0 | 112 | 1.2487 | 0.3036 | 1.2491 | 1.1176 |
| 0.228 | 28.5 | 114 | 1.4179 | 0.2746 | 1.4184 | 1.1910 |
| 0.228 | 29.0 | 116 | 1.0329 | 0.3754 | 1.0333 | 1.0165 |
| 0.228 | 29.5 | 118 | 1.2263 | 0.3074 | 1.2267 | 1.1076 |
| 0.1586 | 30.0 | 120 | 1.5759 | 0.1986 | 1.5765 | 1.2556 |
| 0.1586 | 30.5 | 122 | 1.0472 | 0.2966 | 1.0475 | 1.0235 |
| 0.1586 | 31.0 | 124 | 0.8825 | 0.3661 | 0.8828 | 0.9396 |
| 0.1586 | 31.5 | 126 | 1.1678 | 0.2707 | 1.1682 | 1.0808 |
| 0.1586 | 32.0 | 128 | 1.1753 | 0.2916 | 1.1757 | 1.0843 |
| 0.1249 | 32.5 | 130 | 1.1753 | 0.2866 | 1.1757 | 1.0843 |
| 0.1249 | 33.0 | 132 | 1.0132 | 0.3388 | 1.0135 | 1.0067 |
| 0.1249 | 33.5 | 134 | 1.3667 | 0.2650 | 1.3672 | 1.1693 |
| 0.1249 | 34.0 | 136 | 1.1800 | 0.3160 | 1.1804 | 1.0864 |
| 0.1249 | 34.5 | 138 | 0.9545 | 0.4010 | 0.9548 | 0.9772 |
| 0.0991 | 35.0 | 140 | 1.3722 | 0.3115 | 1.3727 | 1.1716 |
| 0.0991 | 35.5 | 142 | 1.3875 | 0.3108 | 1.3880 | 1.1781 |
| 0.0991 | 36.0 | 144 | 1.0763 | 0.3500 | 1.0767 | 1.0376 |
| 0.0991 | 36.5 | 146 | 1.1248 | 0.3217 | 1.1253 | 1.0608 |
| 0.0991 | 37.0 | 148 | 1.2685 | 0.3287 | 1.2690 | 1.1265 |
| 0.0957 | 37.5 | 150 | 1.0030 | 0.3636 | 1.0033 | 1.0016 |
| 0.0957 | 38.0 | 152 | 1.1511 | 0.3224 | 1.1514 | 1.0730 |
| 0.0957 | 38.5 | 154 | 1.5001 | 0.2740 | 1.5005 | 1.2250 |
| 0.0957 | 39.0 | 156 | 1.1317 | 0.3198 | 1.1320 | 1.0640 |
| 0.0957 | 39.5 | 158 | 0.8326 | 0.4564 | 0.8328 | 0.9126 |
| 0.1088 | 40.0 | 160 | 0.9809 | 0.3467 | 0.9811 | 0.9905 |
| 0.1088 | 40.5 | 162 | 1.3094 | 0.2801 | 1.3097 | 1.1444 |
| 0.1088 | 41.0 | 164 | 1.0696 | 0.3246 | 1.0698 | 1.0343 |
| 0.1088 | 41.5 | 166 | 0.8232 | 0.4474 | 0.8234 | 0.9074 |
| 0.1088 | 42.0 | 168 | 0.9581 | 0.3636 | 0.9585 | 0.9790 |
| 0.108 | 42.5 | 170 | 1.4226 | 0.2423 | 1.4231 | 1.1929 |
| 0.108 | 43.0 | 172 | 1.2943 | 0.2840 | 1.2948 | 1.1379 |
| 0.108 | 43.5 | 174 | 0.9676 | 0.3695 | 0.9680 | 0.9838 |
| 0.108 | 44.0 | 176 | 1.0523 | 0.3145 | 1.0526 | 1.0260 |
| 0.108 | 44.5 | 178 | 1.1240 | 0.3174 | 1.1244 | 1.0604 |
| 0.074 | 45.0 | 180 | 1.3938 | 0.2612 | 1.3943 | 1.1808 |
| 0.074 | 45.5 | 182 | 1.1557 | 0.3204 | 1.1560 | 1.0752 |
| 0.074 | 46.0 | 184 | 0.8314 | 0.4058 | 0.8316 | 0.9119 |
| 0.074 | 46.5 | 186 | 0.8794 | 0.3638 | 0.8796 | 0.9379 |
| 0.074 | 47.0 | 188 | 1.0943 | 0.3265 | 1.0946 | 1.0462 |
| 0.0808 | 47.5 | 190 | 1.0057 | 0.3408 | 1.0060 | 1.0030 |
| 0.0808 | 48.0 | 192 | 1.1093 | 0.3369 | 1.1095 | 1.0533 |
| 0.0808 | 48.5 | 194 | 1.0900 | 0.3349 | 1.0902 | 1.0441 |
| 0.0808 | 49.0 | 196 | 0.9176 | 0.4021 | 0.9178 | 0.9580 |
| 0.0808 | 49.5 | 198 | 1.0588 | 0.3591 | 1.0590 | 1.0291 |
| 0.0737 | 50.0 | 200 | 1.2457 | 0.3270 | 1.2459 | 1.1162 |
| 0.0737 | 50.5 | 202 | 1.1545 | 0.3727 | 1.1547 | 1.0746 |
| 0.0737 | 51.0 | 204 | 1.0858 | 0.3822 | 1.0860 | 1.0421 |
| 0.0737 | 51.5 | 206 | 1.0161 | 0.3662 | 1.0163 | 1.0081 |
| 0.0737 | 52.0 | 208 | 0.9233 | 0.3880 | 0.9235 | 0.9610 |
| 0.0665 | 52.5 | 210 | 0.8952 | 0.3963 | 0.8954 | 0.9463 |
| 0.0665 | 53.0 | 212 | 1.0286 | 0.3537 | 1.0289 | 1.0143 |
| 0.0665 | 53.5 | 214 | 1.0947 | 0.3238 | 1.0950 | 1.0464 |
| 0.0665 | 54.0 | 216 | 1.0592 | 0.3428 | 1.0595 | 1.0293 |
| 0.0665 | 54.5 | 218 | 0.9811 | 0.3538 | 0.9813 | 0.9906 |
| 0.0579 | 55.0 | 220 | 0.9720 | 0.3391 | 0.9723 | 0.9860 |
| 0.0579 | 55.5 | 222 | 0.9965 | 0.3470 | 0.9968 | 0.9984 |
| 0.0579 | 56.0 | 224 | 1.0850 | 0.3276 | 1.0853 | 1.0418 |
| 0.0579 | 56.5 | 226 | 1.0023 | 0.3309 | 1.0026 | 1.0013 |
| 0.0579 | 57.0 | 228 | 0.9501 | 0.3610 | 0.9504 | 0.9749 |
| 0.0563 | 57.5 | 230 | 0.9124 | 0.3701 | 0.9126 | 0.9553 |
| 0.0563 | 58.0 | 232 | 0.9774 | 0.3526 | 0.9777 | 0.9888 |
| 0.0563 | 58.5 | 234 | 1.1466 | 0.3165 | 1.1469 | 1.0709 |
| 0.0563 | 59.0 | 236 | 1.1491 | 0.3084 | 1.1494 | 1.0721 |
| 0.0563 | 59.5 | 238 | 0.9649 | 0.3479 | 0.9651 | 0.9824 |
| 0.0645 | 60.0 | 240 | 0.9396 | 0.3819 | 0.9398 | 0.9694 |
| 0.0645 | 60.5 | 242 | 1.1720 | 0.3335 | 1.1723 | 1.0827 |
| 0.0645 | 61.0 | 244 | 1.2109 | 0.3248 | 1.2112 | 1.1005 |
| 0.0645 | 61.5 | 246 | 0.9436 | 0.4005 | 0.9437 | 0.9715 |
| 0.0645 | 62.0 | 248 | 0.8681 | 0.4250 | 0.8682 | 0.9318 |
| 0.0708 | 62.5 | 250 | 0.9298 | 0.3993 | 0.9299 | 0.9643 |
| 0.0708 | 63.0 | 252 | 1.1080 | 0.3503 | 1.1082 | 1.0527 |
| 0.0708 | 63.5 | 254 | 1.1655 | 0.3393 | 1.1657 | 1.0797 |
| 0.0708 | 64.0 | 256 | 1.0339 | 0.3770 | 1.0341 | 1.0169 |
| 0.0708 | 64.5 | 258 | 1.0779 | 0.3544 | 1.0781 | 1.0383 |
| 0.0549 | 65.0 | 260 | 1.1479 | 0.3374 | 1.1481 | 1.0715 |
| 0.0549 | 65.5 | 262 | 1.0093 | 0.3678 | 1.0095 | 1.0048 |
| 0.0549 | 66.0 | 264 | 0.9517 | 0.3795 | 0.9518 | 0.9756 |
| 0.0549 | 66.5 | 266 | 1.0571 | 0.3400 | 1.0573 | 1.0282 |
| 0.0549 | 67.0 | 268 | 1.0585 | 0.3411 | 1.0587 | 1.0290 |
| 0.0466 | 67.5 | 270 | 0.9347 | 0.3693 | 0.9349 | 0.9669 |
| 0.0466 | 68.0 | 272 | 0.9324 | 0.3577 | 0.9326 | 0.9657 |
| 0.0466 | 68.5 | 274 | 1.0269 | 0.3491 | 1.0271 | 1.0135 |
| 0.0466 | 69.0 | 276 | 0.9460 | 0.3679 | 0.9462 | 0.9727 |
| 0.0466 | 69.5 | 278 | 0.9682 | 0.3686 | 0.9683 | 0.9840 |
| 0.0439 | 70.0 | 280 | 1.0188 | 0.3397 | 1.0189 | 1.0094 |
| 0.0439 | 70.5 | 282 | 1.1095 | 0.3429 | 1.1097 | 1.0534 |
| 0.0439 | 71.0 | 284 | 1.0016 | 0.3497 | 1.0018 | 1.0009 |
| 0.0439 | 71.5 | 286 | 0.9643 | 0.3559 | 0.9644 | 0.9821 |
| 0.0439 | 72.0 | 288 | 0.9189 | 0.3748 | 0.9191 | 0.9587 |
| 0.0561 | 72.5 | 290 | 0.9450 | 0.3728 | 0.9452 | 0.9722 |
| 0.0561 | 73.0 | 292 | 0.9677 | 0.3868 | 0.9678 | 0.9838 |
| 0.0561 | 73.5 | 294 | 1.0344 | 0.3652 | 1.0345 | 1.0171 |
| 0.0561 | 74.0 | 296 | 1.0716 | 0.3521 | 1.0718 | 1.0353 |
| 0.0561 | 74.5 | 298 | 1.0191 | 0.3692 | 1.0192 | 1.0095 |
| 0.0411 | 75.0 | 300 | 0.9071 | 0.3889 | 0.9072 | 0.9525 |
| 0.0411 | 75.5 | 302 | 0.9078 | 0.3902 | 0.9079 | 0.9529 |
| 0.0411 | 76.0 | 304 | 0.9828 | 0.3740 | 0.9829 | 0.9914 |
| 0.0411 | 76.5 | 306 | 1.0503 | 0.3703 | 1.0504 | 1.0249 |
| 0.0411 | 77.0 | 308 | 0.9994 | 0.3898 | 0.9994 | 0.9997 |
| 0.0393 | 77.5 | 310 | 0.9303 | 0.3833 | 0.9303 | 0.9645 |
| 0.0393 | 78.0 | 312 | 0.9532 | 0.3703 | 0.9533 | 0.9764 |
| 0.0393 | 78.5 | 314 | 1.0539 | 0.3581 | 1.0540 | 1.0267 |
| 0.0393 | 79.0 | 316 | 1.0735 | 0.3566 | 1.0737 | 1.0362 |
| 0.0393 | 79.5 | 318 | 0.9878 | 0.3622 | 0.9879 | 0.9939 |
| 0.0486 | 80.0 | 320 | 0.9411 | 0.3842 | 0.9413 | 0.9702 |
| 0.0486 | 80.5 | 322 | 0.9669 | 0.3638 | 0.9670 | 0.9834 |
| 0.0486 | 81.0 | 324 | 1.0752 | 0.3578 | 1.0753 | 1.0370 |
| 0.0486 | 81.5 | 326 | 1.0590 | 0.3600 | 1.0592 | 1.0292 |
| 0.0486 | 82.0 | 328 | 0.9616 | 0.3695 | 0.9617 | 0.9807 |
| 0.0409 | 82.5 | 330 | 0.8923 | 0.3947 | 0.8924 | 0.9447 |
| 0.0409 | 83.0 | 332 | 0.8921 | 0.3941 | 0.8922 | 0.9446 |
| 0.0409 | 83.5 | 334 | 0.9858 | 0.3630 | 0.9859 | 0.9929 |
| 0.0409 | 84.0 | 336 | 1.0948 | 0.3503 | 1.0950 | 1.0464 |
| 0.0409 | 84.5 | 338 | 1.0994 | 0.3399 | 1.0996 | 1.0486 |
| 0.0538 | 85.0 | 340 | 1.0496 | 0.3482 | 1.0497 | 1.0246 |
| 0.0538 | 85.5 | 342 | 0.9728 | 0.3648 | 0.9729 | 0.9864 |
| 0.0538 | 86.0 | 344 | 0.9470 | 0.3642 | 0.9472 | 0.9732 |
| 0.0538 | 86.5 | 346 | 0.9229 | 0.3714 | 0.9230 | 0.9607 |
| 0.0538 | 87.0 | 348 | 0.8861 | 0.3765 | 0.8862 | 0.9414 |
| 0.0444 | 87.5 | 350 | 0.8904 | 0.3731 | 0.8905 | 0.9437 |
| 0.0444 | 88.0 | 352 | 0.9320 | 0.3716 | 0.9322 | 0.9655 |
| 0.0444 | 88.5 | 354 | 0.9789 | 0.3602 | 0.9790 | 0.9895 |
| 0.0444 | 89.0 | 356 | 0.9866 | 0.3601 | 0.9868 | 0.9934 |
| 0.0444 | 89.5 | 358 | 1.0002 | 0.3685 | 1.0003 | 1.0002 |
| 0.0467 | 90.0 | 360 | 0.9722 | 0.3700 | 0.9723 | 0.9861 |
| 0.0467 | 90.5 | 362 | 0.9687 | 0.3678 | 0.9688 | 0.9843 |
| 0.0467 | 91.0 | 364 | 0.9361 | 0.3811 | 0.9363 | 0.9676 |
| 0.0467 | 91.5 | 366 | 0.9329 | 0.3838 | 0.9330 | 0.9659 |
| 0.0467 | 92.0 | 368 | 0.9614 | 0.3747 | 0.9616 | 0.9806 |
| 0.036 | 92.5 | 370 | 0.9800 | 0.3705 | 0.9802 | 0.9900 |
| 0.036 | 93.0 | 372 | 0.9883 | 0.3714 | 0.9884 | 0.9942 |
| 0.036 | 93.5 | 374 | 0.9541 | 0.3749 | 0.9542 | 0.9769 |
| 0.036 | 94.0 | 376 | 0.9375 | 0.3835 | 0.9376 | 0.9683 |
| 0.036 | 94.5 | 378 | 0.9277 | 0.3860 | 0.9278 | 0.9632 |
| 0.0446 | 95.0 | 380 | 0.9326 | 0.3860 | 0.9328 | 0.9658 |
| 0.0446 | 95.5 | 382 | 0.9425 | 0.3743 | 0.9427 | 0.9709 |
| 0.0446 | 96.0 | 384 | 0.9666 | 0.3733 | 0.9668 | 0.9832 |
| 0.0446 | 96.5 | 386 | 0.9996 | 0.3680 | 0.9998 | 0.9999 |
| 0.0446 | 97.0 | 388 | 1.0402 | 0.3731 | 1.0403 | 1.0200 |
| 0.0427 | 97.5 | 390 | 1.0567 | 0.3633 | 1.0568 | 1.0280 |
| 0.0427 | 98.0 | 392 | 1.0526 | 0.3644 | 1.0527 | 1.0260 |
| 0.0427 | 98.5 | 394 | 1.0413 | 0.3731 | 1.0415 | 1.0205 |
| 0.0427 | 99.0 | 396 | 1.0296 | 0.3721 | 1.0298 | 1.0148 |
| 0.0427 | 99.5 | 398 | 1.0215 | 0.3789 | 1.0216 | 1.0108 |
| 0.0396 | 100.0 | 400 | 1.0196 | 0.3789 | 1.0197 | 1.0098 |