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| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
|---|---|---|---|---|---|---|
| No log | 0.5 | 2 | 11.6448 | 0.0008 | 11.6448 | 3.4124 |
| No log | 1.0 | 4 | 10.5156 | 0.0037 | 10.5156 | 3.2428 |
| No log | 1.5 | 6 | 9.4768 | 0.0018 | 9.4768 | 3.0784 |
| No log | 2.0 | 8 | 8.1556 | 0.0 | 8.1556 | 2.8558 |
| 7.7471 | 2.5 | 10 | 6.7230 | 0.0 | 6.7230 | 2.5929 |
| 7.7471 | 3.0 | 12 | 5.4524 | 0.0252 | 5.4524 | 2.3350 |
| 7.7471 | 3.5 | 14 | 4.4124 | 0.0079 | 4.4124 | 2.1006 |
| 7.7471 | 4.0 | 16 | 3.4767 | 0.0040 | 3.4767 | 1.8646 |
| 7.7471 | 4.5 | 18 | 2.7091 | 0.0040 | 2.7091 | 1.6459 |
| 3.2689 | 5.0 | 20 | 2.0254 | 0.0617 | 2.0254 | 1.4232 |
| 3.2689 | 5.5 | 22 | 1.7361 | 0.0213 | 1.7361 | 1.3176 |
| 3.2689 | 6.0 | 24 | 1.2498 | 0.0213 | 1.2498 | 1.1180 |
| 3.2689 | 6.5 | 26 | 1.1910 | 0.0213 | 1.1910 | 1.0913 |
| 3.2689 | 7.0 | 28 | 1.4577 | 0.0213 | 1.4577 | 1.2073 |
| 2.0187 | 7.5 | 30 | 1.1312 | 0.0213 | 1.1312 | 1.0636 |
| 2.0187 | 8.0 | 32 | 1.1147 | 0.0213 | 1.1147 | 1.0558 |
| 2.0187 | 8.5 | 34 | 1.5339 | 0.0213 | 1.5339 | 1.2385 |
| 2.0187 | 9.0 | 36 | 1.8249 | 0.0331 | 1.8249 | 1.3509 |
| 2.0187 | 9.5 | 38 | 1.4849 | 0.0342 | 1.4849 | 1.2186 |
| 1.8311 | 10.0 | 40 | 1.3103 | 0.0893 | 1.3103 | 1.1447 |
| 1.8311 | 10.5 | 42 | 1.2188 | 0.0555 | 1.2188 | 1.1040 |
| 1.8311 | 11.0 | 44 | 1.8813 | 0.0403 | 1.8813 | 1.3716 |
| 1.8311 | 11.5 | 46 | 2.3529 | 0.0125 | 2.3529 | 1.5339 |
| 1.8311 | 12.0 | 48 | 1.7520 | 0.0469 | 1.7520 | 1.3236 |
| 1.9159 | 12.5 | 50 | 0.9420 | 0.0570 | 0.9420 | 0.9706 |
| 1.9159 | 13.0 | 52 | 0.8319 | 0.3050 | 0.8319 | 0.9121 |
| 1.9159 | 13.5 | 54 | 1.0472 | 0.0993 | 1.0472 | 1.0233 |
| 1.9159 | 14.0 | 56 | 1.5287 | 0.0480 | 1.5287 | 1.2364 |
| 1.9159 | 14.5 | 58 | 0.7653 | 0.3631 | 0.7653 | 0.8748 |
| 1.664 | 15.0 | 60 | 0.6846 | 0.4145 | 0.6846 | 0.8274 |
| 1.664 | 15.5 | 62 | 0.7294 | 0.4180 | 0.7294 | 0.8540 |
| 1.664 | 16.0 | 64 | 0.7125 | 0.4423 | 0.7125 | 0.8441 |
| 1.664 | 16.5 | 66 | 0.7072 | 0.3963 | 0.7072 | 0.8409 |
| 1.664 | 17.0 | 68 | 0.6729 | 0.3725 | 0.6729 | 0.8203 |
| 0.8971 | 17.5 | 70 | 0.7190 | 0.3621 | 0.7190 | 0.8479 |
| 0.8971 | 18.0 | 72 | 0.7817 | 0.3864 | 0.7817 | 0.8842 |
| 0.8971 | 18.5 | 74 | 0.6223 | 0.4379 | 0.6223 | 0.7889 |
| 0.8971 | 19.0 | 76 | 0.6091 | 0.4917 | 0.6091 | 0.7805 |
| 0.8971 | 19.5 | 78 | 0.7561 | 0.4467 | 0.7561 | 0.8695 |
| 0.5225 | 20.0 | 80 | 0.5824 | 0.5339 | 0.5824 | 0.7632 |
| 0.5225 | 20.5 | 82 | 0.5712 | 0.5309 | 0.5712 | 0.7558 |
| 0.5225 | 21.0 | 84 | 0.7553 | 0.4346 | 0.7553 | 0.8691 |
| 0.5225 | 21.5 | 86 | 0.5639 | 0.5871 | 0.5639 | 0.7509 |
| 0.5225 | 22.0 | 88 | 0.5828 | 0.5982 | 0.5828 | 0.7634 |
| 0.3208 | 22.5 | 90 | 0.7013 | 0.5444 | 0.7013 | 0.8374 |
| 0.3208 | 23.0 | 92 | 0.5811 | 0.6050 | 0.5811 | 0.7623 |
| 0.3208 | 23.5 | 94 | 0.5698 | 0.5955 | 0.5698 | 0.7548 |
| 0.3208 | 24.0 | 96 | 0.6931 | 0.5057 | 0.6931 | 0.8325 |
| 0.3208 | 24.5 | 98 | 0.5584 | 0.5753 | 0.5584 | 0.7473 |
| 0.2886 | 25.0 | 100 | 0.5788 | 0.5918 | 0.5788 | 0.7608 |
| 0.2886 | 25.5 | 102 | 0.7241 | 0.5211 | 0.7241 | 0.8509 |
| 0.2886 | 26.0 | 104 | 0.6085 | 0.5988 | 0.6085 | 0.7801 |
| 0.2886 | 26.5 | 106 | 0.5926 | 0.5986 | 0.5926 | 0.7698 |
| 0.2886 | 27.0 | 108 | 0.7530 | 0.5219 | 0.7530 | 0.8678 |
| 0.1846 | 27.5 | 110 | 0.5931 | 0.6118 | 0.5931 | 0.7701 |
| 0.1846 | 28.0 | 112 | 0.5985 | 0.5957 | 0.5985 | 0.7737 |
| 0.1846 | 28.5 | 114 | 0.6156 | 0.6113 | 0.6156 | 0.7846 |
| 0.1846 | 29.0 | 116 | 0.6100 | 0.6036 | 0.6100 | 0.7810 |
| 0.1846 | 29.5 | 118 | 0.6368 | 0.5573 | 0.6368 | 0.7980 |
| 0.1459 | 30.0 | 120 | 0.6696 | 0.5660 | 0.6696 | 0.8183 |
| 0.1459 | 30.5 | 122 | 0.6160 | 0.5990 | 0.6160 | 0.7849 |
| 0.1459 | 31.0 | 124 | 0.5880 | 0.5955 | 0.5880 | 0.7668 |
| 0.1459 | 31.5 | 126 | 0.5996 | 0.6176 | 0.5996 | 0.7743 |
| 0.1459 | 32.0 | 128 | 0.6051 | 0.5882 | 0.6051 | 0.7779 |
| 0.1333 | 32.5 | 130 | 0.6106 | 0.5915 | 0.6106 | 0.7814 |
| 0.1333 | 33.0 | 132 | 0.7067 | 0.5747 | 0.7067 | 0.8406 |
| 0.1333 | 33.5 | 134 | 0.7196 | 0.5359 | 0.7196 | 0.8483 |
| 0.1333 | 34.0 | 136 | 0.7331 | 0.5267 | 0.7331 | 0.8562 |
| 0.1333 | 34.5 | 138 | 0.7209 | 0.5336 | 0.7209 | 0.8491 |
| 0.142 | 35.0 | 140 | 0.6267 | 0.5750 | 0.6267 | 0.7916 |
| 0.142 | 35.5 | 142 | 0.6421 | 0.5779 | 0.6421 | 0.8013 |
| 0.142 | 36.0 | 144 | 0.6692 | 0.5837 | 0.6692 | 0.8180 |
| 0.142 | 36.5 | 146 | 0.6155 | 0.5932 | 0.6155 | 0.7845 |
| 0.142 | 37.0 | 148 | 0.5921 | 0.6071 | 0.5921 | 0.7695 |
| 0.1018 | 37.5 | 150 | 0.6702 | 0.5905 | 0.6702 | 0.8187 |
| 0.1018 | 38.0 | 152 | 0.6697 | 0.5683 | 0.6697 | 0.8183 |
| 0.1018 | 38.5 | 154 | 0.6722 | 0.5660 | 0.6722 | 0.8199 |
| 0.1018 | 39.0 | 156 | 0.6318 | 0.5675 | 0.6318 | 0.7948 |
| 0.1018 | 39.5 | 158 | 0.6242 | 0.5773 | 0.6242 | 0.7901 |
| 0.0923 | 40.0 | 160 | 0.6331 | 0.5766 | 0.6331 | 0.7957 |
| 0.0923 | 40.5 | 162 | 0.6401 | 0.5466 | 0.6401 | 0.8001 |
| 0.0923 | 41.0 | 164 | 0.6267 | 0.5869 | 0.6267 | 0.7917 |
| 0.0923 | 41.5 | 166 | 0.6583 | 0.5782 | 0.6583 | 0.8114 |
| 0.0923 | 42.0 | 168 | 0.6332 | 0.5987 | 0.6332 | 0.7958 |
| 0.0806 | 42.5 | 170 | 0.5774 | 0.5792 | 0.5774 | 0.7599 |
| 0.0806 | 43.0 | 172 | 0.6024 | 0.5945 | 0.6024 | 0.7761 |
| 0.0806 | 43.5 | 174 | 0.7081 | 0.5969 | 0.7081 | 0.8415 |
| 0.0806 | 44.0 | 176 | 0.6375 | 0.5781 | 0.6375 | 0.7984 |
| 0.0806 | 44.5 | 178 | 0.6147 | 0.5736 | 0.6147 | 0.7841 |
| 0.0767 | 45.0 | 180 | 0.6028 | 0.5934 | 0.6028 | 0.7764 |
| 0.0767 | 45.5 | 182 | 0.6258 | 0.5787 | 0.6258 | 0.7911 |
| 0.0767 | 46.0 | 184 | 0.6772 | 0.5867 | 0.6772 | 0.8229 |
| 0.0767 | 46.5 | 186 | 0.6220 | 0.6020 | 0.6220 | 0.7887 |
| 0.0767 | 47.0 | 188 | 0.5802 | 0.5944 | 0.5802 | 0.7617 |
| 0.0598 | 47.5 | 190 | 0.5823 | 0.6306 | 0.5823 | 0.7631 |
| 0.0598 | 48.0 | 192 | 0.6125 | 0.6028 | 0.6125 | 0.7826 |
| 0.0598 | 48.5 | 194 | 0.6487 | 0.5972 | 0.6487 | 0.8054 |
| 0.0598 | 49.0 | 196 | 0.6808 | 0.6083 | 0.6808 | 0.8251 |
| 0.0598 | 49.5 | 198 | 0.6079 | 0.6110 | 0.6079 | 0.7797 |
| 0.0545 | 50.0 | 200 | 0.5941 | 0.6228 | 0.5941 | 0.7708 |
| 0.0545 | 50.5 | 202 | 0.6273 | 0.6124 | 0.6273 | 0.7920 |
| 0.0545 | 51.0 | 204 | 0.7058 | 0.5901 | 0.7058 | 0.8401 |
| 0.0545 | 51.5 | 206 | 0.6867 | 0.5852 | 0.6867 | 0.8287 |
| 0.0545 | 52.0 | 208 | 0.6485 | 0.5656 | 0.6485 | 0.8053 |
| 0.0806 | 52.5 | 210 | 0.6224 | 0.5814 | 0.6224 | 0.7889 |
| 0.0806 | 53.0 | 212 | 0.6635 | 0.6211 | 0.6635 | 0.8145 |
| 0.0806 | 53.5 | 214 | 0.6257 | 0.6045 | 0.6257 | 0.7910 |
| 0.0806 | 54.0 | 216 | 0.6463 | 0.5760 | 0.6463 | 0.8039 |
| 0.0806 | 54.5 | 218 | 0.7112 | 0.5378 | 0.7112 | 0.8433 |
| 0.1314 | 55.0 | 220 | 0.6299 | 0.5613 | 0.6299 | 0.7936 |
| 0.1314 | 55.5 | 222 | 0.6723 | 0.6091 | 0.6723 | 0.8199 |
| 0.1314 | 56.0 | 224 | 0.6866 | 0.6057 | 0.6866 | 0.8286 |
| 0.1314 | 56.5 | 226 | 0.6357 | 0.5916 | 0.6357 | 0.7973 |
| 0.1314 | 57.0 | 228 | 0.6468 | 0.6161 | 0.6468 | 0.8043 |
| 0.0599 | 57.5 | 230 | 0.6205 | 0.6051 | 0.6205 | 0.7877 |
| 0.0599 | 58.0 | 232 | 0.5875 | 0.6046 | 0.5875 | 0.7665 |
| 0.0599 | 58.5 | 234 | 0.6234 | 0.6103 | 0.6234 | 0.7896 |
| 0.0599 | 59.0 | 236 | 0.6243 | 0.6094 | 0.6243 | 0.7901 |
| 0.0599 | 59.5 | 238 | 0.6159 | 0.6059 | 0.6159 | 0.7848 |
| 0.0591 | 60.0 | 240 | 0.6186 | 0.6184 | 0.6186 | 0.7865 |
| 0.0591 | 60.5 | 242 | 0.6098 | 0.6233 | 0.6098 | 0.7809 |
| 0.0591 | 61.0 | 244 | 0.6362 | 0.5872 | 0.6362 | 0.7976 |
| 0.0591 | 61.5 | 246 | 0.7181 | 0.5778 | 0.7181 | 0.8474 |
| 0.0591 | 62.0 | 248 | 0.7092 | 0.5703 | 0.7092 | 0.8421 |
| 0.05 | 62.5 | 250 | 0.6832 | 0.5760 | 0.6832 | 0.8266 |
| 0.05 | 63.0 | 252 | 0.7444 | 0.5759 | 0.7444 | 0.8628 |
| 0.05 | 63.5 | 254 | 0.7312 | 0.5765 | 0.7312 | 0.8551 |
| 0.05 | 64.0 | 256 | 0.6515 | 0.5743 | 0.6515 | 0.8071 |
| 0.05 | 64.5 | 258 | 0.6432 | 0.5702 | 0.6432 | 0.8020 |
| 0.0553 | 65.0 | 260 | 0.6721 | 0.5923 | 0.6721 | 0.8198 |
| 0.0553 | 65.5 | 262 | 0.6695 | 0.5768 | 0.6695 | 0.8182 |
| 0.0553 | 66.0 | 264 | 0.7006 | 0.5765 | 0.7006 | 0.8370 |
| 0.0553 | 66.5 | 266 | 0.6521 | 0.5803 | 0.6521 | 0.8075 |
| 0.0553 | 67.0 | 268 | 0.6036 | 0.5722 | 0.6036 | 0.7769 |
| 0.0443 | 67.5 | 270 | 0.5955 | 0.5949 | 0.5955 | 0.7717 |
| 0.0443 | 68.0 | 272 | 0.6152 | 0.5969 | 0.6152 | 0.7843 |
| 0.0443 | 68.5 | 274 | 0.6152 | 0.6147 | 0.6152 | 0.7844 |
| 0.0443 | 69.0 | 276 | 0.6111 | 0.6211 | 0.6111 | 0.7817 |
| 0.0443 | 69.5 | 278 | 0.6231 | 0.6313 | 0.6231 | 0.7893 |
| 0.0469 | 70.0 | 280 | 0.6310 | 0.6295 | 0.6310 | 0.7944 |
| 0.0469 | 70.5 | 282 | 0.6087 | 0.6206 | 0.6087 | 0.7802 |
| 0.0469 | 71.0 | 284 | 0.6232 | 0.5842 | 0.6232 | 0.7895 |
| 0.0469 | 71.5 | 286 | 0.6169 | 0.5985 | 0.6169 | 0.7854 |
| 0.0469 | 72.0 | 288 | 0.6282 | 0.6072 | 0.6282 | 0.7926 |
| 0.0666 | 72.5 | 290 | 0.6622 | 0.6157 | 0.6622 | 0.8138 |
| 0.0666 | 73.0 | 292 | 0.6505 | 0.5947 | 0.6505 | 0.8066 |
| 0.0666 | 73.5 | 294 | 0.6361 | 0.5936 | 0.6361 | 0.7976 |
| 0.0666 | 74.0 | 296 | 0.6390 | 0.5848 | 0.6390 | 0.7994 |
| 0.0666 | 74.5 | 298 | 0.6490 | 0.5936 | 0.6490 | 0.8056 |
| 0.0463 | 75.0 | 300 | 0.6687 | 0.6192 | 0.6687 | 0.8177 |
| 0.0463 | 75.5 | 302 | 0.6557 | 0.6031 | 0.6557 | 0.8097 |
| 0.0463 | 76.0 | 304 | 0.6216 | 0.6190 | 0.6216 | 0.7884 |
| 0.0463 | 76.5 | 306 | 0.6125 | 0.6117 | 0.6125 | 0.7826 |
| 0.0463 | 77.0 | 308 | 0.6363 | 0.6322 | 0.6363 | 0.7977 |
| 0.0374 | 77.5 | 310 | 0.6631 | 0.6432 | 0.6631 | 0.8143 |
| 0.0374 | 78.0 | 312 | 0.6560 | 0.6169 | 0.6560 | 0.8099 |
| 0.0374 | 78.5 | 314 | 0.6444 | 0.6041 | 0.6444 | 0.8027 |
| 0.0374 | 79.0 | 316 | 0.6322 | 0.6028 | 0.6322 | 0.7951 |
| 0.0374 | 79.5 | 318 | 0.6261 | 0.6243 | 0.6261 | 0.7913 |
| 0.0403 | 80.0 | 320 | 0.6141 | 0.6194 | 0.6141 | 0.7837 |
| 0.0403 | 80.5 | 322 | 0.6072 | 0.6174 | 0.6072 | 0.7792 |
| 0.0403 | 81.0 | 324 | 0.6145 | 0.6309 | 0.6145 | 0.7839 |
| 0.0403 | 81.5 | 326 | 0.6416 | 0.6081 | 0.6416 | 0.8010 |
| 0.0403 | 82.0 | 328 | 0.6792 | 0.6062 | 0.6792 | 0.8241 |
| 0.0369 | 82.5 | 330 | 0.7026 | 0.5953 | 0.7026 | 0.8382 |
| 0.0369 | 83.0 | 332 | 0.7241 | 0.6085 | 0.7241 | 0.8509 |
| 0.0369 | 83.5 | 334 | 0.6866 | 0.6172 | 0.6866 | 0.8286 |
| 0.0369 | 84.0 | 336 | 0.6409 | 0.6057 | 0.6409 | 0.8006 |
| 0.0369 | 84.5 | 338 | 0.6119 | 0.6057 | 0.6119 | 0.7822 |
| 0.0417 | 85.0 | 340 | 0.6049 | 0.6217 | 0.6049 | 0.7778 |
| 0.0417 | 85.5 | 342 | 0.6147 | 0.6423 | 0.6147 | 0.7840 |
| 0.0417 | 86.0 | 344 | 0.6304 | 0.6431 | 0.6304 | 0.7940 |
| 0.0417 | 86.5 | 346 | 0.6371 | 0.6187 | 0.6371 | 0.7982 |
| 0.0417 | 87.0 | 348 | 0.6457 | 0.6155 | 0.6457 | 0.8036 |
| 0.0429 | 87.5 | 350 | 0.6701 | 0.6214 | 0.6701 | 0.8186 |
| 0.0429 | 88.0 | 352 | 0.6940 | 0.6255 | 0.6940 | 0.8331 |
| 0.0429 | 88.5 | 354 | 0.6922 | 0.6255 | 0.6922 | 0.8320 |
| 0.0429 | 89.0 | 356 | 0.6681 | 0.6298 | 0.6681 | 0.8173 |
| 0.0429 | 89.5 | 358 | 0.6378 | 0.6130 | 0.6378 | 0.7986 |
| 0.037 | 90.0 | 360 | 0.6284 | 0.6012 | 0.6284 | 0.7927 |
| 0.037 | 90.5 | 362 | 0.6309 | 0.6097 | 0.6309 | 0.7943 |
| 0.037 | 91.0 | 364 | 0.6511 | 0.6264 | 0.6511 | 0.8069 |
| 0.037 | 91.5 | 366 | 0.6595 | 0.6289 | 0.6595 | 0.8121 |
| 0.037 | 92.0 | 368 | 0.6684 | 0.6397 | 0.6684 | 0.8175 |
| 0.038 | 92.5 | 370 | 0.6689 | 0.6397 | 0.6689 | 0.8179 |
| 0.038 | 93.0 | 372 | 0.6581 | 0.6265 | 0.6581 | 0.8113 |
| 0.038 | 93.5 | 374 | 0.6499 | 0.6110 | 0.6499 | 0.8062 |
| 0.038 | 94.0 | 376 | 0.6412 | 0.6177 | 0.6412 | 0.8007 |
| 0.038 | 94.5 | 378 | 0.6451 | 0.6345 | 0.6451 | 0.8032 |
| 0.0328 | 95.0 | 380 | 0.6461 | 0.6360 | 0.6461 | 0.8038 |
| 0.0328 | 95.5 | 382 | 0.6395 | 0.6373 | 0.6395 | 0.7997 |
| 0.0328 | 96.0 | 384 | 0.6316 | 0.6396 | 0.6316 | 0.7947 |
| 0.0328 | 96.5 | 386 | 0.6258 | 0.6345 | 0.6258 | 0.7911 |
| 0.0328 | 97.0 | 388 | 0.6216 | 0.6282 | 0.6216 | 0.7884 |
| 0.0346 | 97.5 | 390 | 0.6203 | 0.6193 | 0.6203 | 0.7876 |
| 0.0346 | 98.0 | 392 | 0.6225 | 0.6100 | 0.6225 | 0.7890 |
| 0.0346 | 98.5 | 394 | 0.6234 | 0.6074 | 0.6234 | 0.7895 |
| 0.0346 | 99.0 | 396 | 0.6232 | 0.6080 | 0.6232 | 0.7894 |
| 0.0346 | 99.5 | 398 | 0.6242 | 0.6087 | 0.6242 | 0.7901 |
| 0.0357 | 100.0 | 400 | 0.6251 | 0.6094 | 0.6251 | 0.7906 |