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| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
|---|---|---|---|---|---|---|
| No log | 0.5 | 2 | 12.0543 | 0.0014 | 12.0533 | 3.4718 |
| No log | 1.0 | 4 | 10.9836 | 0.0 | 10.9827 | 3.3140 |
| No log | 1.5 | 6 | 10.1071 | 0.0 | 10.1063 | 3.1790 |
| No log | 2.0 | 8 | 8.7232 | 0.0 | 8.7224 | 2.9534 |
| 7.5922 | 2.5 | 10 | 7.2529 | 0.0 | 7.2524 | 2.6930 |
| 7.5922 | 3.0 | 12 | 6.0222 | 0.0639 | 6.0218 | 2.4539 |
| 7.5922 | 3.5 | 14 | 4.8602 | 0.0 | 4.8602 | 2.2046 |
| 7.5922 | 4.0 | 16 | 3.7874 | 0.0 | 3.7875 | 1.9461 |
| 7.5922 | 4.5 | 18 | 2.8998 | 0.0 | 2.9001 | 1.7030 |
| 3.4457 | 5.0 | 20 | 2.1449 | 0.0961 | 2.1454 | 1.4647 |
| 3.4457 | 5.5 | 22 | 1.6954 | 0.0202 | 1.6960 | 1.3023 |
| 3.4457 | 6.0 | 24 | 1.3622 | 0.0 | 1.3629 | 1.1674 |
| 3.4457 | 6.5 | 26 | 1.2681 | 0.0102 | 1.2689 | 1.1264 |
| 3.4457 | 7.0 | 28 | 1.7049 | 0.0266 | 1.7055 | 1.3060 |
| 1.8626 | 7.5 | 30 | 1.3933 | 0.0266 | 1.3940 | 1.1807 |
| 1.8626 | 8.0 | 32 | 1.0245 | 0.0102 | 1.0252 | 1.0125 |
| 1.8626 | 8.5 | 34 | 1.2983 | 0.0102 | 1.2990 | 1.1397 |
| 1.8626 | 9.0 | 36 | 1.3237 | 0.0488 | 1.3242 | 1.1507 |
| 1.8626 | 9.5 | 38 | 1.5380 | 0.1074 | 1.5384 | 1.2403 |
| 1.7895 | 10.0 | 40 | 1.2581 | 0.1095 | 1.2586 | 1.1219 |
| 1.7895 | 10.5 | 42 | 1.3002 | 0.1208 | 1.3006 | 1.1405 |
| 1.7895 | 11.0 | 44 | 1.0747 | 0.1579 | 1.0751 | 1.0369 |
| 1.7895 | 11.5 | 46 | 1.2159 | 0.2204 | 1.2162 | 1.1028 |
| 1.7895 | 12.0 | 48 | 1.2583 | 0.2637 | 1.2586 | 1.1219 |
| 1.497 | 12.5 | 50 | 0.8230 | 0.4650 | 0.8232 | 0.9073 |
| 1.497 | 13.0 | 52 | 0.7655 | 0.4770 | 0.7659 | 0.8751 |
| 1.497 | 13.5 | 54 | 1.0488 | 0.3464 | 1.0491 | 1.0243 |
| 1.497 | 14.0 | 56 | 0.7757 | 0.4926 | 0.7760 | 0.8809 |
| 1.497 | 14.5 | 58 | 0.6069 | 0.5589 | 0.6070 | 0.7791 |
| 0.9796 | 15.0 | 60 | 0.7224 | 0.5048 | 0.7225 | 0.8500 |
| 0.9796 | 15.5 | 62 | 0.6521 | 0.5327 | 0.6522 | 0.8076 |
| 0.9796 | 16.0 | 64 | 1.0857 | 0.3979 | 1.0859 | 1.0421 |
| 0.9796 | 16.5 | 66 | 0.8748 | 0.4861 | 0.8751 | 0.9354 |
| 0.9796 | 17.0 | 68 | 0.5603 | 0.5711 | 0.5603 | 0.7486 |
| 0.6223 | 17.5 | 70 | 0.5975 | 0.6226 | 0.5975 | 0.7730 |
| 0.6223 | 18.0 | 72 | 0.7263 | 0.5691 | 0.7264 | 0.8523 |
| 0.6223 | 18.5 | 74 | 0.6063 | 0.6209 | 0.6062 | 0.7786 |
| 0.6223 | 19.0 | 76 | 0.7120 | 0.5605 | 0.7121 | 0.8439 |
| 0.6223 | 19.5 | 78 | 1.2312 | 0.4120 | 1.2316 | 1.1098 |
| 0.3983 | 20.0 | 80 | 0.8186 | 0.5424 | 0.8187 | 0.9048 |
| 0.3983 | 20.5 | 82 | 0.6977 | 0.5999 | 0.6974 | 0.8351 |
| 0.3983 | 21.0 | 84 | 0.7103 | 0.6090 | 0.7103 | 0.8428 |
| 0.3983 | 21.5 | 86 | 0.9707 | 0.5130 | 0.9710 | 0.9854 |
| 0.3983 | 22.0 | 88 | 0.6731 | 0.5616 | 0.6732 | 0.8205 |
| 0.3152 | 22.5 | 90 | 0.6448 | 0.6165 | 0.6447 | 0.8029 |
| 0.3152 | 23.0 | 92 | 0.7337 | 0.5951 | 0.7339 | 0.8567 |
| 0.3152 | 23.5 | 94 | 0.7568 | 0.5852 | 0.7571 | 0.8701 |
| 0.3152 | 24.0 | 96 | 0.6700 | 0.5901 | 0.6700 | 0.8185 |
| 0.3152 | 24.5 | 98 | 0.7164 | 0.5985 | 0.7166 | 0.8465 |
| 0.2281 | 25.0 | 100 | 0.7033 | 0.5761 | 0.7036 | 0.8388 |
| 0.2281 | 25.5 | 102 | 0.6355 | 0.6064 | 0.6357 | 0.7973 |
| 0.2281 | 26.0 | 104 | 0.7773 | 0.5353 | 0.7776 | 0.8818 |
| 0.2281 | 26.5 | 106 | 0.7431 | 0.5555 | 0.7434 | 0.8622 |
| 0.2281 | 27.0 | 108 | 0.6451 | 0.6164 | 0.6450 | 0.8031 |
| 0.173 | 27.5 | 110 | 0.6607 | 0.6168 | 0.6607 | 0.8128 |
| 0.173 | 28.0 | 112 | 0.6385 | 0.6304 | 0.6385 | 0.7990 |
| 0.173 | 28.5 | 114 | 0.6461 | 0.6259 | 0.6460 | 0.8037 |
| 0.173 | 29.0 | 116 | 0.6914 | 0.6071 | 0.6914 | 0.8315 |
| 0.173 | 29.5 | 118 | 0.6812 | 0.6101 | 0.6812 | 0.8253 |
| 0.1198 | 30.0 | 120 | 0.6886 | 0.6111 | 0.6885 | 0.8298 |
| 0.1198 | 30.5 | 122 | 0.7331 | 0.6014 | 0.7332 | 0.8563 |
| 0.1198 | 31.0 | 124 | 0.6687 | 0.6246 | 0.6687 | 0.8178 |
| 0.1198 | 31.5 | 126 | 0.6733 | 0.6077 | 0.6733 | 0.8205 |
| 0.1198 | 32.0 | 128 | 0.6835 | 0.5907 | 0.6837 | 0.8268 |
| 0.1142 | 32.5 | 130 | 0.6310 | 0.6332 | 0.6310 | 0.7944 |
| 0.1142 | 33.0 | 132 | 0.6368 | 0.6129 | 0.6369 | 0.7980 |
| 0.1142 | 33.5 | 134 | 0.6868 | 0.5776 | 0.6869 | 0.8288 |
| 0.1142 | 34.0 | 136 | 0.6795 | 0.6012 | 0.6796 | 0.8244 |
| 0.1142 | 34.5 | 138 | 0.6572 | 0.6212 | 0.6572 | 0.8107 |
| 0.0881 | 35.0 | 140 | 0.6913 | 0.5448 | 0.6915 | 0.8316 |
| 0.0881 | 35.5 | 142 | 0.6482 | 0.5628 | 0.6483 | 0.8052 |
| 0.0881 | 36.0 | 144 | 0.6435 | 0.6206 | 0.6435 | 0.8022 |
| 0.0881 | 36.5 | 146 | 0.6767 | 0.5723 | 0.6769 | 0.8227 |
| 0.0881 | 37.0 | 148 | 0.6850 | 0.5876 | 0.6851 | 0.8277 |
| 0.1005 | 37.5 | 150 | 0.6616 | 0.6176 | 0.6616 | 0.8134 |
| 0.1005 | 38.0 | 152 | 0.6580 | 0.5902 | 0.6581 | 0.8113 |
| 0.1005 | 38.5 | 154 | 0.6532 | 0.5929 | 0.6534 | 0.8083 |
| 0.1005 | 39.0 | 156 | 0.7430 | 0.5526 | 0.7433 | 0.8621 |
| 0.1005 | 39.5 | 158 | 0.7253 | 0.5573 | 0.7256 | 0.8518 |
| 0.0759 | 40.0 | 160 | 0.6388 | 0.6015 | 0.6389 | 0.7993 |
| 0.0759 | 40.5 | 162 | 0.7023 | 0.5576 | 0.7025 | 0.8382 |
| 0.0759 | 41.0 | 164 | 0.6701 | 0.5785 | 0.6702 | 0.8187 |
| 0.0759 | 41.5 | 166 | 0.6703 | 0.6266 | 0.6702 | 0.8187 |
| 0.0759 | 42.0 | 168 | 0.6573 | 0.6146 | 0.6574 | 0.8108 |
| 0.0762 | 42.5 | 170 | 0.6532 | 0.6028 | 0.6532 | 0.8082 |
| 0.0762 | 43.0 | 172 | 0.6778 | 0.6213 | 0.6777 | 0.8232 |
| 0.0762 | 43.5 | 174 | 0.6188 | 0.6207 | 0.6189 | 0.7867 |
| 0.0762 | 44.0 | 176 | 0.6219 | 0.5956 | 0.6221 | 0.7887 |
| 0.0762 | 44.5 | 178 | 0.6176 | 0.6207 | 0.6177 | 0.7859 |
| 0.0675 | 45.0 | 180 | 0.6626 | 0.5721 | 0.6628 | 0.8141 |
| 0.0675 | 45.5 | 182 | 0.6607 | 0.5651 | 0.6610 | 0.8130 |
| 0.0675 | 46.0 | 184 | 0.6214 | 0.6321 | 0.6215 | 0.7884 |
| 0.0675 | 46.5 | 186 | 0.6079 | 0.6105 | 0.6080 | 0.7798 |
| 0.0675 | 47.0 | 188 | 0.6779 | 0.5631 | 0.6782 | 0.8235 |
| 0.0766 | 47.5 | 190 | 0.6090 | 0.6317 | 0.6091 | 0.7804 |
| 0.0766 | 48.0 | 192 | 0.6181 | 0.6374 | 0.6182 | 0.7863 |
| 0.0766 | 48.5 | 194 | 0.6403 | 0.5763 | 0.6405 | 0.8003 |
| 0.0766 | 49.0 | 196 | 0.6301 | 0.6297 | 0.6302 | 0.7938 |
| 0.0766 | 49.5 | 198 | 0.6342 | 0.6262 | 0.6342 | 0.7964 |
| 0.0648 | 50.0 | 200 | 0.6768 | 0.5558 | 0.6770 | 0.8228 |
| 0.0648 | 50.5 | 202 | 0.6823 | 0.5550 | 0.6825 | 0.8261 |
| 0.0648 | 51.0 | 204 | 0.6351 | 0.6347 | 0.6351 | 0.7969 |
| 0.0648 | 51.5 | 206 | 0.6460 | 0.6242 | 0.6461 | 0.8038 |
| 0.0648 | 52.0 | 208 | 0.7296 | 0.5642 | 0.7299 | 0.8543 |
| 0.0828 | 52.5 | 210 | 0.8529 | 0.5361 | 0.8533 | 0.9238 |
| 0.0828 | 53.0 | 212 | 0.7101 | 0.5722 | 0.7103 | 0.8428 |
| 0.0828 | 53.5 | 214 | 0.6879 | 0.6362 | 0.6879 | 0.8294 |
| 0.0828 | 54.0 | 216 | 0.6734 | 0.6220 | 0.6734 | 0.8206 |
| 0.0828 | 54.5 | 218 | 0.6801 | 0.5736 | 0.6802 | 0.8248 |
| 0.081 | 55.0 | 220 | 0.6448 | 0.5881 | 0.6450 | 0.8031 |
| 0.081 | 55.5 | 222 | 0.6268 | 0.6251 | 0.6269 | 0.7918 |
| 0.081 | 56.0 | 224 | 0.6731 | 0.5601 | 0.6733 | 0.8205 |
| 0.081 | 56.5 | 226 | 0.6691 | 0.5532 | 0.6694 | 0.8182 |
| 0.081 | 57.0 | 228 | 0.6252 | 0.5681 | 0.6254 | 0.7908 |
| 0.0567 | 57.5 | 230 | 0.6566 | 0.5618 | 0.6569 | 0.8105 |
| 0.0567 | 58.0 | 232 | 0.6454 | 0.5682 | 0.6456 | 0.8035 |
| 0.0567 | 58.5 | 234 | 0.6286 | 0.6018 | 0.6287 | 0.7929 |
| 0.0567 | 59.0 | 236 | 0.6561 | 0.5747 | 0.6562 | 0.8101 |
| 0.0567 | 59.5 | 238 | 0.6474 | 0.5988 | 0.6475 | 0.8047 |
| 0.066 | 60.0 | 240 | 0.6546 | 0.6110 | 0.6546 | 0.8091 |
| 0.066 | 60.5 | 242 | 0.6577 | 0.6372 | 0.6577 | 0.8110 |
| 0.066 | 61.0 | 244 | 0.6281 | 0.6218 | 0.6282 | 0.7926 |
| 0.066 | 61.5 | 246 | 0.6528 | 0.5696 | 0.6530 | 0.8081 |
| 0.066 | 62.0 | 248 | 0.6347 | 0.6020 | 0.6349 | 0.7968 |
| 0.0533 | 62.5 | 250 | 0.6461 | 0.6252 | 0.6461 | 0.8038 |
| 0.0533 | 63.0 | 252 | 0.6240 | 0.6083 | 0.6241 | 0.7900 |
| 0.0533 | 63.5 | 254 | 0.6673 | 0.5581 | 0.6675 | 0.8170 |
| 0.0533 | 64.0 | 256 | 0.6544 | 0.5583 | 0.6546 | 0.8091 |
| 0.0533 | 64.5 | 258 | 0.6089 | 0.6214 | 0.6090 | 0.7804 |
| 0.0571 | 65.0 | 260 | 0.6297 | 0.6255 | 0.6297 | 0.7935 |
| 0.0571 | 65.5 | 262 | 0.6399 | 0.6250 | 0.6400 | 0.8000 |
| 0.0571 | 66.0 | 264 | 0.6465 | 0.6263 | 0.6466 | 0.8041 |
| 0.0571 | 66.5 | 266 | 0.6340 | 0.6331 | 0.6340 | 0.7962 |
| 0.0571 | 67.0 | 268 | 0.6272 | 0.6283 | 0.6272 | 0.7920 |
| 0.0526 | 67.5 | 270 | 0.6154 | 0.6261 | 0.6155 | 0.7845 |
| 0.0526 | 68.0 | 272 | 0.6177 | 0.6086 | 0.6178 | 0.7860 |
| 0.0526 | 68.5 | 274 | 0.6144 | 0.6187 | 0.6144 | 0.7839 |
| 0.0526 | 69.0 | 276 | 0.6129 | 0.6157 | 0.6129 | 0.7829 |
| 0.0526 | 69.5 | 278 | 0.6050 | 0.6139 | 0.6051 | 0.7779 |
| 0.0415 | 70.0 | 280 | 0.5963 | 0.5840 | 0.5964 | 0.7723 |
| 0.0415 | 70.5 | 282 | 0.5994 | 0.5804 | 0.5996 | 0.7743 |
| 0.0415 | 71.0 | 284 | 0.5976 | 0.6173 | 0.5976 | 0.7731 |
| 0.0415 | 71.5 | 286 | 0.6073 | 0.6215 | 0.6074 | 0.7793 |
| 0.0415 | 72.0 | 288 | 0.6532 | 0.5651 | 0.6533 | 0.8083 |
| 0.05 | 72.5 | 290 | 0.6696 | 0.5573 | 0.6698 | 0.8184 |
| 0.05 | 73.0 | 292 | 0.6183 | 0.5999 | 0.6184 | 0.7864 |
| 0.05 | 73.5 | 294 | 0.6184 | 0.6274 | 0.6184 | 0.7864 |
| 0.05 | 74.0 | 296 | 0.6140 | 0.6334 | 0.6140 | 0.7836 |
| 0.05 | 74.5 | 298 | 0.6295 | 0.5916 | 0.6296 | 0.7935 |
| 0.0511 | 75.0 | 300 | 0.6274 | 0.5909 | 0.6275 | 0.7922 |
| 0.0511 | 75.5 | 302 | 0.6092 | 0.6424 | 0.6092 | 0.7805 |
| 0.0511 | 76.0 | 304 | 0.6058 | 0.6327 | 0.6058 | 0.7783 |
| 0.0511 | 76.5 | 306 | 0.6117 | 0.5981 | 0.6118 | 0.7822 |
| 0.0511 | 77.0 | 308 | 0.6204 | 0.5951 | 0.6205 | 0.7877 |
| 0.0494 | 77.5 | 310 | 0.6185 | 0.6282 | 0.6186 | 0.7865 |
| 0.0494 | 78.0 | 312 | 0.6157 | 0.6288 | 0.6158 | 0.7847 |
| 0.0494 | 78.5 | 314 | 0.6007 | 0.6248 | 0.6007 | 0.7751 |
| 0.0494 | 79.0 | 316 | 0.5962 | 0.6005 | 0.5963 | 0.7722 |
| 0.0494 | 79.5 | 318 | 0.5968 | 0.6030 | 0.5969 | 0.7726 |
| 0.0447 | 80.0 | 320 | 0.5986 | 0.6047 | 0.5987 | 0.7737 |
| 0.0447 | 80.5 | 322 | 0.6104 | 0.6131 | 0.6105 | 0.7814 |
| 0.0447 | 81.0 | 324 | 0.6282 | 0.5872 | 0.6283 | 0.7926 |
| 0.0447 | 81.5 | 326 | 0.6214 | 0.6059 | 0.6215 | 0.7884 |
| 0.0447 | 82.0 | 328 | 0.6132 | 0.6184 | 0.6133 | 0.7831 |
| 0.0379 | 82.5 | 330 | 0.6054 | 0.6226 | 0.6054 | 0.7781 |
| 0.0379 | 83.0 | 332 | 0.6065 | 0.6049 | 0.6066 | 0.7788 |
| 0.0379 | 83.5 | 334 | 0.6091 | 0.6157 | 0.6091 | 0.7805 |
| 0.0379 | 84.0 | 336 | 0.6115 | 0.6281 | 0.6115 | 0.7820 |
| 0.0379 | 84.5 | 338 | 0.6248 | 0.6412 | 0.6247 | 0.7904 |
| 0.0412 | 85.0 | 340 | 0.6284 | 0.6377 | 0.6285 | 0.7928 |
| 0.0412 | 85.5 | 342 | 0.6256 | 0.6283 | 0.6257 | 0.7910 |
| 0.0412 | 86.0 | 344 | 0.6308 | 0.5971 | 0.6309 | 0.7943 |
| 0.0412 | 86.5 | 346 | 0.6271 | 0.5746 | 0.6272 | 0.7919 |
| 0.0412 | 87.0 | 348 | 0.6038 | 0.5955 | 0.6039 | 0.7771 |
| 0.0404 | 87.5 | 350 | 0.5943 | 0.6288 | 0.5943 | 0.7709 |
| 0.0404 | 88.0 | 352 | 0.5950 | 0.6319 | 0.5950 | 0.7714 |
| 0.0404 | 88.5 | 354 | 0.5980 | 0.6264 | 0.5981 | 0.7733 |
| 0.0404 | 89.0 | 356 | 0.6016 | 0.6210 | 0.6017 | 0.7757 |
| 0.0404 | 89.5 | 358 | 0.6000 | 0.6199 | 0.6001 | 0.7747 |
| 0.0328 | 90.0 | 360 | 0.5961 | 0.6314 | 0.5961 | 0.7721 |
| 0.0328 | 90.5 | 362 | 0.5985 | 0.6157 | 0.5985 | 0.7737 |
| 0.0328 | 91.0 | 364 | 0.6022 | 0.6048 | 0.6023 | 0.7761 |
| 0.0328 | 91.5 | 366 | 0.5985 | 0.6244 | 0.5985 | 0.7736 |
| 0.0328 | 92.0 | 368 | 0.5979 | 0.6202 | 0.5979 | 0.7733 |
| 0.0367 | 92.5 | 370 | 0.5986 | 0.6209 | 0.5986 | 0.7737 |
| 0.0367 | 93.0 | 372 | 0.6011 | 0.5938 | 0.6012 | 0.7754 |
| 0.0367 | 93.5 | 374 | 0.5973 | 0.5969 | 0.5974 | 0.7729 |
| 0.0367 | 94.0 | 376 | 0.5922 | 0.6093 | 0.5922 | 0.7696 |
| 0.0367 | 94.5 | 378 | 0.5911 | 0.6048 | 0.5912 | 0.7689 |
| 0.0389 | 95.0 | 380 | 0.5922 | 0.6128 | 0.5923 | 0.7696 |
| 0.0389 | 95.5 | 382 | 0.5950 | 0.6044 | 0.5950 | 0.7714 |
| 0.0389 | 96.0 | 384 | 0.5983 | 0.6153 | 0.5983 | 0.7735 |
| 0.0389 | 96.5 | 386 | 0.5988 | 0.6153 | 0.5989 | 0.7739 |
| 0.0389 | 97.0 | 388 | 0.5984 | 0.6088 | 0.5984 | 0.7736 |
| 0.0328 | 97.5 | 390 | 0.5977 | 0.6147 | 0.5977 | 0.7731 |
| 0.0328 | 98.0 | 392 | 0.5974 | 0.6238 | 0.5974 | 0.7729 |
| 0.0328 | 98.5 | 394 | 0.5969 | 0.6244 | 0.5970 | 0.7726 |
| 0.0328 | 99.0 | 396 | 0.5965 | 0.6244 | 0.5965 | 0.7723 |
| 0.0328 | 99.5 | 398 | 0.5964 | 0.6147 | 0.5964 | 0.7723 |
| 0.0318 | 100.0 | 400 | 0.5965 | 0.6147 | 0.5965 | 0.7723 |