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| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
|---|---|---|---|---|---|---|
| No log | 0.5 | 2 | 11.4835 | 0.0031 | 11.4809 | 3.3884 |
| No log | 1.0 | 4 | 10.4147 | 0.0 | 10.4123 | 3.2268 |
| No log | 1.5 | 6 | 9.4126 | 0.0 | 9.4104 | 3.0676 |
| No log | 2.0 | 8 | 7.9359 | 0.0 | 7.9340 | 2.8167 |
| 7.4197 | 2.5 | 10 | 6.5086 | 0.0 | 6.5071 | 2.5509 |
| 7.4197 | 3.0 | 12 | 5.2824 | 0.0343 | 5.2811 | 2.2981 |
| 7.4197 | 3.5 | 14 | 4.2079 | 0.0 | 4.2068 | 2.0511 |
| 7.4197 | 4.0 | 16 | 3.2417 | 0.0 | 3.2409 | 1.8003 |
| 7.4197 | 4.5 | 18 | 2.4790 | 0.0020 | 2.4786 | 1.5744 |
| 3.1152 | 5.0 | 20 | 1.9007 | 0.0790 | 1.9004 | 1.3786 |
| 3.1152 | 5.5 | 22 | 1.5779 | 0.0106 | 1.5779 | 1.2562 |
| 3.1152 | 6.0 | 24 | 1.1590 | 0.0106 | 1.1591 | 1.0766 |
| 3.1152 | 6.5 | 26 | 1.1179 | 0.0 | 1.1181 | 1.0574 |
| 3.1152 | 7.0 | 28 | 1.3499 | 0.0418 | 1.3500 | 1.1619 |
| 1.9201 | 7.5 | 30 | 1.2193 | 0.0315 | 1.2194 | 1.1043 |
| 1.9201 | 8.0 | 32 | 1.3668 | 0.0707 | 1.3668 | 1.1691 |
| 1.9201 | 8.5 | 34 | 1.5378 | 0.0910 | 1.5376 | 1.2400 |
| 1.9201 | 9.0 | 36 | 1.1947 | 0.0910 | 1.1947 | 1.0930 |
| 1.9201 | 9.5 | 38 | 1.1157 | 0.0910 | 1.1157 | 1.0562 |
| 1.6946 | 10.0 | 40 | 1.4371 | 0.1370 | 1.4369 | 1.1987 |
| 1.6946 | 10.5 | 42 | 1.3531 | 0.1461 | 1.3530 | 1.1632 |
| 1.6946 | 11.0 | 44 | 1.2161 | 0.1708 | 1.2160 | 1.1027 |
| 1.6946 | 11.5 | 46 | 1.7150 | 0.1700 | 1.7146 | 1.3094 |
| 1.6946 | 12.0 | 48 | 1.3266 | 0.1917 | 1.3263 | 1.1517 |
| 1.1766 | 12.5 | 50 | 0.8405 | 0.3473 | 0.8405 | 0.9168 |
| 1.1766 | 13.0 | 52 | 1.5505 | 0.1340 | 1.5500 | 1.2450 |
| 1.1766 | 13.5 | 54 | 1.3961 | 0.1609 | 1.3958 | 1.1814 |
| 1.1766 | 14.0 | 56 | 0.8375 | 0.3216 | 0.8377 | 0.9152 |
| 1.1766 | 14.5 | 58 | 1.1506 | 0.2009 | 1.1506 | 1.0727 |
| 0.7907 | 15.0 | 60 | 1.5397 | 0.1323 | 1.5395 | 1.2407 |
| 0.7907 | 15.5 | 62 | 1.0474 | 0.2586 | 1.0475 | 1.0235 |
| 0.7907 | 16.0 | 64 | 1.0456 | 0.2672 | 1.0457 | 1.0226 |
| 0.7907 | 16.5 | 66 | 1.2015 | 0.2448 | 1.2014 | 1.0961 |
| 0.7907 | 17.0 | 68 | 0.8713 | 0.3882 | 0.8715 | 0.9335 |
| 0.4525 | 17.5 | 70 | 0.8360 | 0.4332 | 0.8361 | 0.9144 |
| 0.4525 | 18.0 | 72 | 1.5594 | 0.2223 | 1.5591 | 1.2487 |
| 0.4525 | 18.5 | 74 | 1.5633 | 0.2321 | 1.5630 | 1.2502 |
| 0.4525 | 19.0 | 76 | 0.9116 | 0.4202 | 0.9115 | 0.9547 |
| 0.4525 | 19.5 | 78 | 1.1263 | 0.3268 | 1.1262 | 1.0612 |
| 0.2816 | 20.0 | 80 | 1.1964 | 0.3008 | 1.1964 | 1.0938 |
| 0.2816 | 20.5 | 82 | 0.9318 | 0.3697 | 0.9320 | 0.9654 |
| 0.2816 | 21.0 | 84 | 0.9228 | 0.3867 | 0.9230 | 0.9607 |
| 0.2816 | 21.5 | 86 | 1.4566 | 0.2142 | 1.4565 | 1.2068 |
| 0.2816 | 22.0 | 88 | 1.4263 | 0.2242 | 1.4262 | 1.1942 |
| 0.2454 | 22.5 | 90 | 0.8323 | 0.4256 | 0.8325 | 0.9124 |
| 0.2454 | 23.0 | 92 | 0.8545 | 0.4160 | 0.8548 | 0.9246 |
| 0.2454 | 23.5 | 94 | 1.0289 | 0.3372 | 1.0291 | 1.0145 |
| 0.2454 | 24.0 | 96 | 1.2086 | 0.2836 | 1.2087 | 1.0994 |
| 0.2454 | 24.5 | 98 | 0.9002 | 0.3607 | 0.9005 | 0.9489 |
| 0.1555 | 25.0 | 100 | 0.9155 | 0.3424 | 0.9158 | 0.9570 |
| 0.1555 | 25.5 | 102 | 0.9521 | 0.3382 | 0.9524 | 0.9759 |
| 0.1555 | 26.0 | 104 | 0.8685 | 0.3868 | 0.8688 | 0.9321 |
| 0.1555 | 26.5 | 106 | 1.0769 | 0.3192 | 1.0771 | 1.0378 |
| 0.1555 | 27.0 | 108 | 1.0220 | 0.3623 | 1.0222 | 1.0110 |
| 0.1312 | 27.5 | 110 | 0.8730 | 0.4341 | 0.8732 | 0.9345 |
| 0.1312 | 28.0 | 112 | 1.0125 | 0.3521 | 1.0126 | 1.0063 |
| 0.1312 | 28.5 | 114 | 0.8809 | 0.4061 | 0.8810 | 0.9386 |
| 0.1312 | 29.0 | 116 | 0.7970 | 0.4298 | 0.7972 | 0.8929 |
| 0.1312 | 29.5 | 118 | 0.8246 | 0.4326 | 0.8247 | 0.9082 |
| 0.1444 | 30.0 | 120 | 1.2542 | 0.2745 | 1.2540 | 1.1198 |
| 0.1444 | 30.5 | 122 | 1.0212 | 0.3503 | 1.0212 | 1.0105 |
| 0.1444 | 31.0 | 124 | 0.8311 | 0.4127 | 0.8314 | 0.9118 |
| 0.1444 | 31.5 | 126 | 0.8561 | 0.4165 | 0.8563 | 0.9254 |
| 0.1444 | 32.0 | 128 | 1.2465 | 0.2486 | 1.2464 | 1.1164 |
| 0.1611 | 32.5 | 130 | 1.1885 | 0.2524 | 1.1884 | 1.0902 |
| 0.1611 | 33.0 | 132 | 0.7922 | 0.4363 | 0.7924 | 0.8902 |
| 0.1611 | 33.5 | 134 | 0.7576 | 0.4280 | 0.7578 | 0.8705 |
| 0.1611 | 34.0 | 136 | 0.8807 | 0.3819 | 0.8807 | 0.9385 |
| 0.1611 | 34.5 | 138 | 1.0720 | 0.3151 | 1.0719 | 1.0353 |
| 0.1385 | 35.0 | 140 | 0.9430 | 0.3760 | 0.9431 | 0.9711 |
| 0.1385 | 35.5 | 142 | 0.8797 | 0.4069 | 0.8799 | 0.9380 |
| 0.1385 | 36.0 | 144 | 1.0303 | 0.3523 | 1.0304 | 1.0151 |
| 0.1385 | 36.5 | 146 | 1.0793 | 0.3215 | 1.0793 | 1.0389 |
| 0.1385 | 37.0 | 148 | 0.8252 | 0.4300 | 0.8254 | 0.9085 |
| 0.1119 | 37.5 | 150 | 0.8030 | 0.4304 | 0.8032 | 0.8962 |
| 0.1119 | 38.0 | 152 | 0.9167 | 0.3752 | 0.9168 | 0.9575 |
| 0.1119 | 38.5 | 154 | 0.8086 | 0.4473 | 0.8088 | 0.8994 |
| 0.1119 | 39.0 | 156 | 0.8547 | 0.4302 | 0.8548 | 0.9246 |
| 0.1119 | 39.5 | 158 | 0.8303 | 0.4378 | 0.8305 | 0.9113 |
| 0.0884 | 40.0 | 160 | 0.7510 | 0.4725 | 0.7512 | 0.8667 |
| 0.0884 | 40.5 | 162 | 0.7976 | 0.4568 | 0.7977 | 0.8932 |
| 0.0884 | 41.0 | 164 | 1.0453 | 0.3516 | 1.0453 | 1.0224 |
| 0.0884 | 41.5 | 166 | 0.8485 | 0.4440 | 0.8485 | 0.9212 |
| 0.0884 | 42.0 | 168 | 0.7102 | 0.5003 | 0.7103 | 0.8428 |
| 0.1091 | 42.5 | 170 | 0.7594 | 0.5019 | 0.7594 | 0.8714 |
| 0.1091 | 43.0 | 172 | 0.9959 | 0.3574 | 0.9959 | 0.9979 |
| 0.1091 | 43.5 | 174 | 0.8652 | 0.4118 | 0.8652 | 0.9302 |
| 0.1091 | 44.0 | 176 | 0.7537 | 0.4703 | 0.7539 | 0.8683 |
| 0.1091 | 44.5 | 178 | 0.8225 | 0.4275 | 0.8226 | 0.9070 |
| 0.086 | 45.0 | 180 | 0.8779 | 0.3891 | 0.8779 | 0.9370 |
| 0.086 | 45.5 | 182 | 0.7687 | 0.4497 | 0.7688 | 0.8768 |
| 0.086 | 46.0 | 184 | 0.7798 | 0.4454 | 0.7799 | 0.8831 |
| 0.086 | 46.5 | 186 | 0.8208 | 0.4375 | 0.8209 | 0.9061 |
| 0.086 | 47.0 | 188 | 0.7921 | 0.4620 | 0.7922 | 0.8901 |
| 0.0732 | 47.5 | 190 | 0.8044 | 0.4439 | 0.8045 | 0.8970 |
| 0.0732 | 48.0 | 192 | 0.8119 | 0.4343 | 0.8121 | 0.9011 |
| 0.0732 | 48.5 | 194 | 0.8386 | 0.4223 | 0.8387 | 0.9158 |
| 0.0732 | 49.0 | 196 | 0.8204 | 0.4474 | 0.8205 | 0.9058 |
| 0.0732 | 49.5 | 198 | 0.7661 | 0.4587 | 0.7662 | 0.8753 |
| 0.0638 | 50.0 | 200 | 0.8694 | 0.4040 | 0.8694 | 0.9324 |
| 0.0638 | 50.5 | 202 | 0.8941 | 0.3975 | 0.8941 | 0.9456 |
| 0.0638 | 51.0 | 204 | 0.7692 | 0.4727 | 0.7693 | 0.8771 |
| 0.0638 | 51.5 | 206 | 0.7720 | 0.4654 | 0.7721 | 0.8787 |
| 0.0638 | 52.0 | 208 | 0.8552 | 0.4289 | 0.8552 | 0.9248 |
| 0.0668 | 52.5 | 210 | 0.8693 | 0.4170 | 0.8693 | 0.9324 |
| 0.0668 | 53.0 | 212 | 0.7879 | 0.4694 | 0.7879 | 0.8876 |
| 0.0668 | 53.5 | 214 | 0.7668 | 0.4800 | 0.7669 | 0.8757 |
| 0.0668 | 54.0 | 216 | 0.8719 | 0.4350 | 0.8719 | 0.9337 |
| 0.0668 | 54.5 | 218 | 0.8516 | 0.4327 | 0.8516 | 0.9228 |
| 0.0669 | 55.0 | 220 | 0.7793 | 0.4603 | 0.7794 | 0.8828 |
| 0.0669 | 55.5 | 222 | 0.8153 | 0.4363 | 0.8153 | 0.9029 |
| 0.0669 | 56.0 | 224 | 0.8366 | 0.3964 | 0.8365 | 0.9146 |
| 0.0669 | 56.5 | 226 | 0.7704 | 0.4277 | 0.7705 | 0.8778 |
| 0.0669 | 57.0 | 228 | 0.7554 | 0.4219 | 0.7555 | 0.8692 |
| 0.0617 | 57.5 | 230 | 0.8023 | 0.4131 | 0.8024 | 0.8958 |
| 0.0617 | 58.0 | 232 | 0.9351 | 0.3522 | 0.9351 | 0.9670 |
| 0.0617 | 58.5 | 234 | 0.8618 | 0.3699 | 0.8619 | 0.9284 |
| 0.0617 | 59.0 | 236 | 0.7982 | 0.4075 | 0.7983 | 0.8935 |
| 0.0617 | 59.5 | 238 | 0.8351 | 0.3937 | 0.8351 | 0.9139 |
| 0.0696 | 60.0 | 240 | 0.9343 | 0.3639 | 0.9343 | 0.9666 |
| 0.0696 | 60.5 | 242 | 0.8447 | 0.4080 | 0.8447 | 0.9191 |
| 0.0696 | 61.0 | 244 | 0.7532 | 0.4596 | 0.7533 | 0.8679 |
| 0.0696 | 61.5 | 246 | 0.7610 | 0.4681 | 0.7611 | 0.8724 |
| 0.0696 | 62.0 | 248 | 0.8899 | 0.3779 | 0.8899 | 0.9433 |
| 0.0612 | 62.5 | 250 | 0.9246 | 0.3720 | 0.9245 | 0.9615 |
| 0.0612 | 63.0 | 252 | 0.8119 | 0.4401 | 0.8119 | 0.9011 |
| 0.0612 | 63.5 | 254 | 0.8015 | 0.4426 | 0.8016 | 0.8953 |
| 0.0612 | 64.0 | 256 | 0.7823 | 0.4321 | 0.7825 | 0.8846 |
| 0.0612 | 64.5 | 258 | 0.8071 | 0.4403 | 0.8073 | 0.8985 |
| 0.0625 | 65.0 | 260 | 0.9091 | 0.3659 | 0.9091 | 0.9535 |
| 0.0625 | 65.5 | 262 | 0.8511 | 0.3738 | 0.8512 | 0.9226 |
| 0.0625 | 66.0 | 264 | 0.7594 | 0.4740 | 0.7596 | 0.8715 |
| 0.0625 | 66.5 | 266 | 0.7707 | 0.4513 | 0.7708 | 0.8780 |
| 0.0625 | 67.0 | 268 | 0.8351 | 0.3955 | 0.8351 | 0.9139 |
| 0.0545 | 67.5 | 270 | 0.8569 | 0.3887 | 0.8569 | 0.9257 |
| 0.0545 | 68.0 | 272 | 0.8129 | 0.4379 | 0.8130 | 0.9017 |
| 0.0545 | 68.5 | 274 | 0.8032 | 0.4408 | 0.8033 | 0.8963 |
| 0.0545 | 69.0 | 276 | 0.8313 | 0.4036 | 0.8314 | 0.9118 |
| 0.0545 | 69.5 | 278 | 0.7664 | 0.4609 | 0.7665 | 0.8755 |
| 0.0449 | 70.0 | 280 | 0.7573 | 0.4847 | 0.7575 | 0.8703 |
| 0.0449 | 70.5 | 282 | 0.8075 | 0.4318 | 0.8075 | 0.8986 |
| 0.0449 | 71.0 | 284 | 0.8089 | 0.4488 | 0.8089 | 0.8994 |
| 0.0449 | 71.5 | 286 | 0.7777 | 0.4578 | 0.7778 | 0.8819 |
| 0.0449 | 72.0 | 288 | 0.7745 | 0.4621 | 0.7746 | 0.8801 |
| 0.0551 | 72.5 | 290 | 0.7901 | 0.4482 | 0.7902 | 0.8889 |
| 0.0551 | 73.0 | 292 | 0.7599 | 0.4760 | 0.7600 | 0.8718 |
| 0.0551 | 73.5 | 294 | 0.7329 | 0.4656 | 0.7331 | 0.8562 |
| 0.0551 | 74.0 | 296 | 0.7586 | 0.4775 | 0.7588 | 0.8711 |
| 0.0551 | 74.5 | 298 | 0.8278 | 0.4296 | 0.8279 | 0.9099 |
| 0.0537 | 75.0 | 300 | 0.7996 | 0.4447 | 0.7997 | 0.8943 |
| 0.0537 | 75.5 | 302 | 0.7602 | 0.4674 | 0.7604 | 0.8720 |
| 0.0537 | 76.0 | 304 | 0.7676 | 0.4620 | 0.7678 | 0.8762 |
| 0.0537 | 76.5 | 306 | 0.7882 | 0.4548 | 0.7884 | 0.8879 |
| 0.0537 | 77.0 | 308 | 0.7839 | 0.4577 | 0.7840 | 0.8854 |
| 0.0458 | 77.5 | 310 | 0.7574 | 0.4712 | 0.7575 | 0.8704 |
| 0.0458 | 78.0 | 312 | 0.7762 | 0.4587 | 0.7763 | 0.8811 |
| 0.0458 | 78.5 | 314 | 0.8317 | 0.4410 | 0.8318 | 0.9121 |
| 0.0458 | 79.0 | 316 | 0.8368 | 0.4400 | 0.8369 | 0.9148 |
| 0.0458 | 79.5 | 318 | 0.8111 | 0.4456 | 0.8112 | 0.9007 |
| 0.0434 | 80.0 | 320 | 0.8009 | 0.4528 | 0.8011 | 0.8950 |
| 0.0434 | 80.5 | 322 | 0.7982 | 0.4449 | 0.7984 | 0.8935 |
| 0.0434 | 81.0 | 324 | 0.8094 | 0.4459 | 0.8095 | 0.8997 |
| 0.0434 | 81.5 | 326 | 0.7980 | 0.4463 | 0.7982 | 0.8934 |
| 0.0434 | 82.0 | 328 | 0.7997 | 0.4463 | 0.7998 | 0.8943 |
| 0.0452 | 82.5 | 330 | 0.7834 | 0.4523 | 0.7836 | 0.8852 |
| 0.0452 | 83.0 | 332 | 0.7834 | 0.4568 | 0.7835 | 0.8852 |
| 0.0452 | 83.5 | 334 | 0.8143 | 0.4411 | 0.8144 | 0.9024 |
| 0.0452 | 84.0 | 336 | 0.8269 | 0.4328 | 0.8270 | 0.9094 |
| 0.0452 | 84.5 | 338 | 0.7958 | 0.4447 | 0.7959 | 0.8921 |
| 0.045 | 85.0 | 340 | 0.7833 | 0.4595 | 0.7835 | 0.8852 |
| 0.045 | 85.5 | 342 | 0.7839 | 0.4570 | 0.7840 | 0.8855 |
| 0.045 | 86.0 | 344 | 0.8145 | 0.4439 | 0.8147 | 0.9026 |
| 0.045 | 86.5 | 346 | 0.8346 | 0.4316 | 0.8347 | 0.9136 |
| 0.045 | 87.0 | 348 | 0.8149 | 0.4395 | 0.8151 | 0.9028 |
| 0.0438 | 87.5 | 350 | 0.7906 | 0.4543 | 0.7907 | 0.8892 |
| 0.0438 | 88.0 | 352 | 0.7962 | 0.4381 | 0.7963 | 0.8924 |
| 0.0438 | 88.5 | 354 | 0.8204 | 0.4290 | 0.8205 | 0.9058 |
| 0.0438 | 89.0 | 356 | 0.8268 | 0.4225 | 0.8269 | 0.9093 |
| 0.0438 | 89.5 | 358 | 0.8285 | 0.4290 | 0.8286 | 0.9103 |
| 0.039 | 90.0 | 360 | 0.8197 | 0.4346 | 0.8198 | 0.9054 |
| 0.039 | 90.5 | 362 | 0.8333 | 0.4328 | 0.8334 | 0.9129 |
| 0.039 | 91.0 | 364 | 0.8230 | 0.4337 | 0.8231 | 0.9073 |
| 0.039 | 91.5 | 366 | 0.7992 | 0.4441 | 0.7993 | 0.8940 |
| 0.039 | 92.0 | 368 | 0.7801 | 0.4514 | 0.7803 | 0.8833 |
| 0.0361 | 92.5 | 370 | 0.7794 | 0.4543 | 0.7796 | 0.8829 |
| 0.0361 | 93.0 | 372 | 0.7890 | 0.4514 | 0.7892 | 0.8884 |
| 0.0361 | 93.5 | 374 | 0.8002 | 0.4370 | 0.8004 | 0.8946 |
| 0.0361 | 94.0 | 376 | 0.8156 | 0.4459 | 0.8158 | 0.9032 |
| 0.0361 | 94.5 | 378 | 0.8295 | 0.4376 | 0.8296 | 0.9108 |
| 0.0418 | 95.0 | 380 | 0.8312 | 0.4398 | 0.8313 | 0.9118 |
| 0.0418 | 95.5 | 382 | 0.8289 | 0.4420 | 0.8290 | 0.9105 |
| 0.0418 | 96.0 | 384 | 0.8214 | 0.4375 | 0.8215 | 0.9064 |
| 0.0418 | 96.5 | 386 | 0.8063 | 0.4472 | 0.8064 | 0.8980 |
| 0.0418 | 97.0 | 388 | 0.8000 | 0.4373 | 0.8002 | 0.8945 |
| 0.0435 | 97.5 | 390 | 0.7950 | 0.4419 | 0.7952 | 0.8917 |
| 0.0435 | 98.0 | 392 | 0.7942 | 0.4419 | 0.7944 | 0.8913 |
| 0.0435 | 98.5 | 394 | 0.7961 | 0.4349 | 0.7963 | 0.8923 |
| 0.0435 | 99.0 | 396 | 0.7968 | 0.4349 | 0.7969 | 0.8927 |
| 0.0435 | 99.5 | 398 | 0.7989 | 0.4350 | 0.7991 | 0.8939 |
| 0.0389 | 100.0 | 400 | 0.8005 | 0.4447 | 0.8006 | 0.8948 |