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修复预测脚本和训练脚本的执行bug

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liyong
2025-10-21 20:52:26 +08:00
parent 6762fa258f
commit 09b4f07c27
5 changed files with 279 additions and 0 deletions
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FC_ML_Baseline/FC_ML_Baseline_Test/Data_Handle/forecast.json Normal file
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{"label1": -33.618247985839844, "label2": 0.769456148147583, "label3": 13.0462007522583, "label4": 4.485231399536133, "label5": -30.332216262817383, "label6": -30.264156341552734, "label7": 2.244447708129883, "label8": -15.965958595275879}

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FC_ML_Baseline/FC_ML_Baseline_Test/Data_Handle/model.bin Normal file
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FC_ML_Baseline/FC_ML_Baseline_Test/Data_Handle/model.pth Normal file
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FC_ML_Baseline/FC_ML_Baseline_Test/Data_Handle/training.log Normal file
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Epoch 0 | Train Loss: 0.3691 | Test Loss: 0.3136 | <20><>ʧ<EFBFBD><CAA7>: 1.18:1
Epoch 11 | Train Loss: 0.1237 | Test Loss: 0.1378 | <20><>ʧ<EFBFBD><CAA7>: 0.90:1
Epoch 22 | Train Loss: 0.0933 | Test Loss: 0.1142 | <20><>ʧ<EFBFBD><CAA7>: 0.82:1
Epoch 33 | Train Loss: 0.0779 | Test Loss: 0.1037 | <20><>ʧ<EFBFBD><CAA7>: 0.75:1
Epoch 44 | Train Loss: 0.0714 | Test Loss: 0.1015 | <20><>ʧ<EFBFBD><CAA7>: 0.70:1
Epoch 55 | Train Loss: 0.0682 | Test Loss: 0.1017 | <20><>ʧ<EFBFBD><CAA7>: 0.67:1
Epoch 66 | Train Loss: 0.0665 | Test Loss: 0.1026 | <20><>ʧ<EFBFBD><CAA7>: 0.65:1
Epoch 77 | Train Loss: 0.0655 | Test Loss: 0.1043 | <20><>ʧ<EFBFBD><CAA7>: 0.63:1
Epoch 88 | Train Loss: 0.0648 | Test Loss: 0.1057 | <20><>ʧ<EFBFBD><CAA7>: 0.61:1
Epoch 99 | Train Loss: 0.0643 | Test Loss: 0.1074 | <20><>ʧ<EFBFBD><CAA7>: 0.60:1
Epoch 110 | Train Loss: 0.0639 | Test Loss: 0.1092 | <20><>ʧ<EFBFBD><CAA7>: 0.59:1
Epoch 121 | Train Loss: 0.0636 | Test Loss: 0.1106 | <20><>ʧ<EFBFBD><CAA7>: 0.58:1
Epoch 132 | Train Loss: 0.0633 | Test Loss: 0.1119 | <20><>ʧ<EFBFBD><CAA7>: 0.57:1
Epoch 143 | Train Loss: 0.0631 | Test Loss: 0.1129 | <20><>ʧ<EFBFBD><CAA7>: 0.56:1
Epoch 154 | Train Loss: 0.0630 | Test Loss: 0.1142 | <20><>ʧ<EFBFBD><CAA7>: 0.55:1
Epoch 165 | Train Loss: 0.0629 | Test Loss: 0.1151 | <20><>ʧ<EFBFBD><CAA7>: 0.55:1
Epoch 176 | Train Loss: 0.0628 | Test Loss: 0.1158 | <20><>ʧ<EFBFBD><CAA7>: 0.54:1
Epoch 187 | Train Loss: 0.0627 | Test Loss: 0.1163 | <20><>ʧ<EFBFBD><CAA7>: 0.54:1
Epoch 198 | Train Loss: 0.0626 | Test Loss: 0.1172 | <20><>ʧ<EFBFBD><CAA7>: 0.53:1
Epoch 209 | Train Loss: 0.0626 | Test Loss: 0.1177 | <20><>ʧ<EFBFBD><CAA7>: 0.53:1
Epoch 220 | Train Loss: 0.0625 | Test Loss: 0.1182 | <20><>ʧ<EFBFBD><CAA7>: 0.53:1
Epoch 231 | Train Loss: 0.0624 | Test Loss: 0.1185 | <20><>ʧ<EFBFBD><CAA7>: 0.53:1
Epoch 242 | Train Loss: 0.0624 | Test Loss: 0.1186 | <20><>ʧ<EFBFBD><CAA7>: 0.53:1
Epoch 253 | Train Loss: 0.0624 | Test Loss: 0.1193 | <20><>ʧ<EFBFBD><CAA7>: 0.52:1
Epoch 264 | Train Loss: 0.0623 | Test Loss: 0.1194 | <20><>ʧ<EFBFBD><CAA7>: 0.52:1
Epoch 275 | Train Loss: 0.0623 | Test Loss: 0.1197 | <20><>ʧ<EFBFBD><CAA7>: 0.52:1
Epoch 286 | Train Loss: 0.0623 | Test Loss: 0.1199 | <20><>ʧ<EFBFBD><CAA7>: 0.52:1
Epoch 297 | Train Loss: 0.0622 | Test Loss: 0.1203 | <20><>ʧ<EFBFBD><CAA7>: 0.52:1
Epoch 308 | Train Loss: 0.0622 | Test Loss: 0.1206 | <20><>ʧ<EFBFBD><CAA7>: 0.52:1
Epoch 319 | Train Loss: 0.0622 | Test Loss: 0.1206 | <20><>ʧ<EFBFBD><CAA7>: 0.52:1
Epoch 330 | Train Loss: 0.0622 | Test Loss: 0.1211 | <20><>ʧ<EFBFBD><CAA7>: 0.51:1
Epoch 341 | Train Loss: 0.0621 | Test Loss: 0.1212 | <20><>ʧ<EFBFBD><CAA7>: 0.51:1
Epoch 352 | Train Loss: 0.0621 | Test Loss: 0.1214 | <20><>ʧ<EFBFBD><CAA7>: 0.51:1
Epoch 363 | Train Loss: 0.0621 | Test Loss: 0.1216 | <20><>ʧ<EFBFBD><CAA7>: 0.51:1
Epoch 374 | Train Loss: 0.0621 | Test Loss: 0.1218 | <20><>ʧ<EFBFBD><CAA7>: 0.51:1
Epoch 385 | Train Loss: 0.0621 | Test Loss: 0.1220 | <20><>ʧ<EFBFBD><CAA7>: 0.51:1
Epoch 396 | Train Loss: 0.0620 | Test Loss: 0.1223 | <20><>ʧ<EFBFBD><CAA7>: 0.51:1
Epoch 407 | Train Loss: 0.0620 | Test Loss: 0.1225 | <20><>ʧ<EFBFBD><CAA7>: 0.51:1
Epoch 418 | Train Loss: 0.0620 | Test Loss: 0.1227 | <20><>ʧ<EFBFBD><CAA7>: 0.51:1
Epoch 429 | Train Loss: 0.0620 | Test Loss: 0.1230 | <20><>ʧ<EFBFBD><CAA7>: 0.50:1
Epoch 440 | Train Loss: 0.0620 | Test Loss: 0.1230 | <20><>ʧ<EFBFBD><CAA7>: 0.50:1
Epoch 451 | Train Loss: 0.0620 | Test Loss: 0.1232 | <20><>ʧ<EFBFBD><CAA7>: 0.50:1
Epoch 462 | Train Loss: 0.0619 | Test Loss: 0.1232 | <20><>ʧ<EFBFBD><CAA7>: 0.50:1
Epoch 473 | Train Loss: 0.0619 | Test Loss: 0.1238 | <20><>ʧ<EFBFBD><CAA7>: 0.50:1
Epoch 484 | Train Loss: 0.0619 | Test Loss: 0.1239 | <20><>ʧ<EFBFBD><CAA7>: 0.50:1
Epoch 495 | Train Loss: 0.0619 | Test Loss: 0.1243 | <20><>ʧ<EFBFBD><CAA7>: 0.50:1
Epoch 506 | Train Loss: 0.0619 | Test Loss: 0.1245 | <20><>ʧ<EFBFBD><CAA7>: 0.50:1
Epoch 517 | Train Loss: 0.0619 | Test Loss: 0.1251 | <20><>ʧ<EFBFBD><CAA7>: 0.49:1
Epoch 528 | Train Loss: 0.0619 | Test Loss: 0.1249 | <20><>ʧ<EFBFBD><CAA7>: 0.50:1
Epoch 539 | Train Loss: 0.0618 | Test Loss: 0.1248 | <20><>ʧ<EFBFBD><CAA7>: 0.50:1
Epoch 550 | Train Loss: 0.0618 | Test Loss: 0.1250 | <20><>ʧ<EFBFBD><CAA7>: 0.49:1
Epoch 561 | Train Loss: 0.0618 | Test Loss: 0.1254 | <20><>ʧ<EFBFBD><CAA7>: 0.49:1
Epoch 572 | Train Loss: 0.0618 | Test Loss: 0.1254 | <20><>ʧ<EFBFBD><CAA7>: 0.49:1
Epoch 583 | Train Loss: 0.0618 | Test Loss: 0.1257 | <20><>ʧ<EFBFBD><CAA7>: 0.49:1
Epoch 594 | Train Loss: 0.0618 | Test Loss: 0.1261 | <20><>ʧ<EFBFBD><CAA7>: 0.49:1
Epoch 605 | Train Loss: 0.0618 | Test Loss: 0.1261 | <20><>ʧ<EFBFBD><CAA7>: 0.49:1
Epoch 616 | Train Loss: 0.0618 | Test Loss: 0.1264 | <20><>ʧ<EFBFBD><CAA7>: 0.49:1
Epoch 627 | Train Loss: 0.0617 | Test Loss: 0.1264 | <20><>ʧ<EFBFBD><CAA7>: 0.49:1
Epoch 638 | Train Loss: 0.0617 | Test Loss: 0.1268 | <20><>ʧ<EFBFBD><CAA7>: 0.49:1
Epoch 649 | Train Loss: 0.0617 | Test Loss: 0.1269 | <20><>ʧ<EFBFBD><CAA7>: 0.49:1
Epoch 660 | Train Loss: 0.0617 | Test Loss: 0.1274 | <20><>ʧ<EFBFBD><CAA7>: 0.48:1
Epoch 671 | Train Loss: 0.0617 | Test Loss: 0.1273 | <20><>ʧ<EFBFBD><CAA7>: 0.48:1
Epoch 682 | Train Loss: 0.0617 | Test Loss: 0.1278 | <20><>ʧ<EFBFBD><CAA7>: 0.48:1
Epoch 693 | Train Loss: 0.0617 | Test Loss: 0.1279 | <20><>ʧ<EFBFBD><CAA7>: 0.48:1
Epoch 704 | Train Loss: 0.0617 | Test Loss: 0.1280 | <20><>ʧ<EFBFBD><CAA7>: 0.48:1
Epoch 715 | Train Loss: 0.0617 | Test Loss: 0.1282 | <20><>ʧ<EFBFBD><CAA7>: 0.48:1
Epoch 726 | Train Loss: 0.0616 | Test Loss: 0.1282 | <20><>ʧ<EFBFBD><CAA7>: 0.48:1
Epoch 737 | Train Loss: 0.0616 | Test Loss: 0.1286 | <20><>ʧ<EFBFBD><CAA7>: 0.48:1
Epoch 748 | Train Loss: 0.0616 | Test Loss: 0.1290 | <20><>ʧ<EFBFBD><CAA7>: 0.48:1
Epoch 759 | Train Loss: 0.0616 | Test Loss: 0.1291 | <20><>ʧ<EFBFBD><CAA7>: 0.48:1
Epoch 770 | Train Loss: 0.0616 | Test Loss: 0.1293 | <20><>ʧ<EFBFBD><CAA7>: 0.48:1
Epoch 781 | Train Loss: 0.0616 | Test Loss: 0.1298 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 792 | Train Loss: 0.0616 | Test Loss: 0.1298 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 803 | Train Loss: 0.0616 | Test Loss: 0.1298 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 814 | Train Loss: 0.0616 | Test Loss: 0.1301 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 825 | Train Loss: 0.0616 | Test Loss: 0.1302 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 836 | Train Loss: 0.0616 | Test Loss: 0.1308 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 847 | Train Loss: 0.0615 | Test Loss: 0.1308 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 858 | Train Loss: 0.0615 | Test Loss: 0.1309 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 869 | Train Loss: 0.0615 | Test Loss: 0.1311 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 880 | Train Loss: 0.0615 | Test Loss: 0.1311 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 891 | Train Loss: 0.0615 | Test Loss: 0.1317 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 902 | Train Loss: 0.0615 | Test Loss: 0.1320 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 913 | Train Loss: 0.0615 | Test Loss: 0.1318 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 924 | Train Loss: 0.0615 | Test Loss: 0.1321 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 935 | Train Loss: 0.0615 | Test Loss: 0.1322 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 946 | Train Loss: 0.0615 | Test Loss: 0.1324 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 957 | Train Loss: 0.0615 | Test Loss: 0.1329 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 968 | Train Loss: 0.0615 | Test Loss: 0.1329 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 979 | Train Loss: 0.0614 | Test Loss: 0.1331 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 990 | Train Loss: 0.0614 | Test Loss: 0.1334 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 0 | Train Loss: 0.3581 | Test Loss: 0.2541 | <20><>ʧ<EFBFBD><CAA7>: 1.41:1
Epoch 11 | Train Loss: 0.1363 | Test Loss: 0.1514 | <20><>ʧ<EFBFBD><CAA7>: 0.90:1
Epoch 22 | Train Loss: 0.1082 | Test Loss: 0.1258 | <20><>ʧ<EFBFBD><CAA7>: 0.86:1
Epoch 33 | Train Loss: 0.0906 | Test Loss: 0.1128 | <20><>ʧ<EFBFBD><CAA7>: 0.80:1
Epoch 44 | Train Loss: 0.0800 | Test Loss: 0.1113 | <20><>ʧ<EFBFBD><CAA7>: 0.72:1
Epoch 55 | Train Loss: 0.0733 | Test Loss: 0.1154 | <20><>ʧ<EFBFBD><CAA7>: 0.64:1
Epoch 66 | Train Loss: 0.0691 | Test Loss: 0.1190 | <20><>ʧ<EFBFBD><CAA7>: 0.58:1
Epoch 77 | Train Loss: 0.0663 | Test Loss: 0.1217 | <20><>ʧ<EFBFBD><CAA7>: 0.54:1
Epoch 88 | Train Loss: 0.0648 | Test Loss: 0.1244 | <20><>ʧ<EFBFBD><CAA7>: 0.52:1
Epoch 99 | Train Loss: 0.0640 | Test Loss: 0.1265 | <20><>ʧ<EFBFBD><CAA7>: 0.51:1
Epoch 110 | Train Loss: 0.0636 | Test Loss: 0.1284 | <20><>ʧ<EFBFBD><CAA7>: 0.49:1
Epoch 121 | Train Loss: 0.0633 | Test Loss: 0.1298 | <20><>ʧ<EFBFBD><CAA7>: 0.49:1
Epoch 132 | Train Loss: 0.0631 | Test Loss: 0.1306 | <20><>ʧ<EFBFBD><CAA7>: 0.48:1
Epoch 143 | Train Loss: 0.0630 | Test Loss: 0.1310 | <20><>ʧ<EFBFBD><CAA7>: 0.48:1
Epoch 154 | Train Loss: 0.0629 | Test Loss: 0.1315 | <20><>ʧ<EFBFBD><CAA7>: 0.48:1
Epoch 165 | Train Loss: 0.0628 | Test Loss: 0.1318 | <20><>ʧ<EFBFBD><CAA7>: 0.48:1
Epoch 176 | Train Loss: 0.0627 | Test Loss: 0.1322 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 187 | Train Loss: 0.0626 | Test Loss: 0.1324 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 198 | Train Loss: 0.0626 | Test Loss: 0.1329 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 209 | Train Loss: 0.0625 | Test Loss: 0.1328 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 220 | Train Loss: 0.0625 | Test Loss: 0.1331 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 231 | Train Loss: 0.0624 | Test Loss: 0.1332 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 242 | Train Loss: 0.0624 | Test Loss: 0.1333 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 253 | Train Loss: 0.0623 | Test Loss: 0.1333 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 264 | Train Loss: 0.0623 | Test Loss: 0.1335 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 275 | Train Loss: 0.0623 | Test Loss: 0.1338 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 286 | Train Loss: 0.0622 | Test Loss: 0.1338 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 297 | Train Loss: 0.0622 | Test Loss: 0.1338 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 308 | Train Loss: 0.0622 | Test Loss: 0.1340 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 319 | Train Loss: 0.0621 | Test Loss: 0.1341 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 330 | Train Loss: 0.0621 | Test Loss: 0.1344 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 341 | Train Loss: 0.0621 | Test Loss: 0.1345 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 352 | Train Loss: 0.0621 | Test Loss: 0.1345 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 363 | Train Loss: 0.0620 | Test Loss: 0.1344 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 374 | Train Loss: 0.0620 | Test Loss: 0.1346 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 385 | Train Loss: 0.0620 | Test Loss: 0.1345 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 396 | Train Loss: 0.0620 | Test Loss: 0.1347 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 407 | Train Loss: 0.0619 | Test Loss: 0.1346 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 418 | Train Loss: 0.0619 | Test Loss: 0.1347 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 429 | Train Loss: 0.0619 | Test Loss: 0.1350 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 440 | Train Loss: 0.0619 | Test Loss: 0.1345 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 451 | Train Loss: 0.0619 | Test Loss: 0.1348 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 462 | Train Loss: 0.0618 | Test Loss: 0.1349 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 473 | Train Loss: 0.0618 | Test Loss: 0.1351 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 484 | Train Loss: 0.0618 | Test Loss: 0.1351 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 495 | Train Loss: 0.0618 | Test Loss: 0.1354 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 506 | Train Loss: 0.0618 | Test Loss: 0.1353 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 517 | Train Loss: 0.0618 | Test Loss: 0.1353 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 528 | Train Loss: 0.0617 | Test Loss: 0.1356 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 539 | Train Loss: 0.0617 | Test Loss: 0.1357 | <20><>ʧ<EFBFBD><CAA7>: 0.45:1
Epoch 550 | Train Loss: 0.0617 | Test Loss: 0.1356 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 561 | Train Loss: 0.0617 | Test Loss: 0.1356 | <20><>ʧ<EFBFBD><CAA7>: 0.45:1
Epoch 572 | Train Loss: 0.0617 | Test Loss: 0.1358 | <20><>ʧ<EFBFBD><CAA7>: 0.45:1
Epoch 583 | Train Loss: 0.0617 | Test Loss: 0.1355 | <20><>ʧ<EFBFBD><CAA7>: 0.45:1
Epoch 594 | Train Loss: 0.0616 | Test Loss: 0.1358 | <20><>ʧ<EFBFBD><CAA7>: 0.45:1
Epoch 605 | Train Loss: 0.0616 | Test Loss: 0.1361 | <20><>ʧ<EFBFBD><CAA7>: 0.45:1
Epoch 616 | Train Loss: 0.0616 | Test Loss: 0.1363 | <20><>ʧ<EFBFBD><CAA7>: 0.45:1
Epoch 627 | Train Loss: 0.0616 | Test Loss: 0.1361 | <20><>ʧ<EFBFBD><CAA7>: 0.45:1
Epoch 638 | Train Loss: 0.0616 | Test Loss: 0.1366 | <20><>ʧ<EFBFBD><CAA7>: 0.45:1
Epoch 649 | Train Loss: 0.0616 | Test Loss: 0.1366 | <20><>ʧ<EFBFBD><CAA7>: 0.45:1
Epoch 660 | Train Loss: 0.0616 | Test Loss: 0.1365 | <20><>ʧ<EFBFBD><CAA7>: 0.45:1
Epoch 671 | Train Loss: 0.0615 | Test Loss: 0.1367 | <20><>ʧ<EFBFBD><CAA7>: 0.45:1
Epoch 682 | Train Loss: 0.0615 | Test Loss: 0.1367 | <20><>ʧ<EFBFBD><CAA7>: 0.45:1
Epoch 693 | Train Loss: 0.0615 | Test Loss: 0.1368 | <20><>ʧ<EFBFBD><CAA7>: 0.45:1
Epoch 704 | Train Loss: 0.0615 | Test Loss: 0.1372 | <20><>ʧ<EFBFBD><CAA7>: 0.45:1
Epoch 715 | Train Loss: 0.0615 | Test Loss: 0.1371 | <20><>ʧ<EFBFBD><CAA7>: 0.45:1
Epoch 726 | Train Loss: 0.0615 | Test Loss: 0.1371 | <20><>ʧ<EFBFBD><CAA7>: 0.45:1
Epoch 737 | Train Loss: 0.0615 | Test Loss: 0.1371 | <20><>ʧ<EFBFBD><CAA7>: 0.45:1
Epoch 748 | Train Loss: 0.0615 | Test Loss: 0.1372 | <20><>ʧ<EFBFBD><CAA7>: 0.45:1
Epoch 759 | Train Loss: 0.0615 | Test Loss: 0.1376 | <20><>ʧ<EFBFBD><CAA7>: 0.45:1
Epoch 770 | Train Loss: 0.0614 | Test Loss: 0.1373 | <20><>ʧ<EFBFBD><CAA7>: 0.45:1
Epoch 781 | Train Loss: 0.0614 | Test Loss: 0.1376 | <20><>ʧ<EFBFBD><CAA7>: 0.45:1
Epoch 792 | Train Loss: 0.0614 | Test Loss: 0.1377 | <20><>ʧ<EFBFBD><CAA7>: 0.45:1
Epoch 803 | Train Loss: 0.0614 | Test Loss: 0.1378 | <20><>ʧ<EFBFBD><CAA7>: 0.45:1
Epoch 814 | Train Loss: 0.0614 | Test Loss: 0.1378 | <20><>ʧ<EFBFBD><CAA7>: 0.45:1
Epoch 825 | Train Loss: 0.0614 | Test Loss: 0.1384 | <20><>ʧ<EFBFBD><CAA7>: 0.44:1
Epoch 836 | Train Loss: 0.0614 | Test Loss: 0.1383 | <20><>ʧ<EFBFBD><CAA7>: 0.44:1
Epoch 847 | Train Loss: 0.0614 | Test Loss: 0.1382 | <20><>ʧ<EFBFBD><CAA7>: 0.44:1
Epoch 858 | Train Loss: 0.0614 | Test Loss: 0.1384 | <20><>ʧ<EFBFBD><CAA7>: 0.44:1
Epoch 869 | Train Loss: 0.0614 | Test Loss: 0.1385 | <20><>ʧ<EFBFBD><CAA7>: 0.44:1
Epoch 880 | Train Loss: 0.0613 | Test Loss: 0.1385 | <20><>ʧ<EFBFBD><CAA7>: 0.44:1
Epoch 891 | Train Loss: 0.0613 | Test Loss: 0.1384 | <20><>ʧ<EFBFBD><CAA7>: 0.44:1
Epoch 902 | Train Loss: 0.0613 | Test Loss: 0.1389 | <20><>ʧ<EFBFBD><CAA7>: 0.44:1
Epoch 913 | Train Loss: 0.0613 | Test Loss: 0.1388 | <20><>ʧ<EFBFBD><CAA7>: 0.44:1
Epoch 924 | Train Loss: 0.0613 | Test Loss: 0.1391 | <20><>ʧ<EFBFBD><CAA7>: 0.44:1
Epoch 935 | Train Loss: 0.0613 | Test Loss: 0.1392 | <20><>ʧ<EFBFBD><CAA7>: 0.44:1
Epoch 946 | Train Loss: 0.0613 | Test Loss: 0.1393 | <20><>ʧ<EFBFBD><CAA7>: 0.44:1
Epoch 957 | Train Loss: 0.0613 | Test Loss: 0.1390 | <20><>ʧ<EFBFBD><CAA7>: 0.44:1
Epoch 968 | Train Loss: 0.0613 | Test Loss: 0.1391 | <20><>ʧ<EFBFBD><CAA7>: 0.44:1
Epoch 979 | Train Loss: 0.0613 | Test Loss: 0.1395 | <20><>ʧ<EFBFBD><CAA7>: 0.44:1
Epoch 990 | Train Loss: 0.0613 | Test Loss: 0.1396 | <20><>ʧ<EFBFBD><CAA7>: 0.44:1
Epoch 0 | Train Loss: 0.3120 | Test Loss: 0.2047 | <20><>ʧ<EFBFBD><CAA7>: 1.52:1
Epoch 10 | Train Loss: 0.1209 | Test Loss: 0.1715 | <20><>ʧ<EFBFBD><CAA7>: 0.71:1
Epoch 20 | Train Loss: 0.0993 | Test Loss: 0.1597 | <20><>ʧ<EFBFBD><CAA7>: 0.62:1
Epoch 30 | Train Loss: 0.0858 | Test Loss: 0.1510 | <20><>ʧ<EFBFBD><CAA7>: 0.57:1
Epoch 40 | Train Loss: 0.0773 | Test Loss: 0.1464 | <20><>ʧ<EFBFBD><CAA7>: 0.53:1
Epoch 50 | Train Loss: 0.0723 | Test Loss: 0.1442 | <20><>ʧ<EFBFBD><CAA7>: 0.50:1
Epoch 60 | Train Loss: 0.0691 | Test Loss: 0.1434 | <20><>ʧ<EFBFBD><CAA7>: 0.48:1
Epoch 70 | Train Loss: 0.0672 | Test Loss: 0.1422 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 80 | Train Loss: 0.0658 | Test Loss: 0.1421 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 90 | Train Loss: 0.0649 | Test Loss: 0.1416 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 100 | Train Loss: 0.0643 | Test Loss: 0.1409 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 110 | Train Loss: 0.0639 | Test Loss: 0.1409 | <20><>ʧ<EFBFBD><CAA7>: 0.45:1
Epoch 120 | Train Loss: 0.0637 | Test Loss: 0.1400 | <20><>ʧ<EFBFBD><CAA7>: 0.45:1
Epoch 130 | Train Loss: 0.0635 | Test Loss: 0.1394 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 140 | Train Loss: 0.0633 | Test Loss: 0.1388 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 150 | Train Loss: 0.0632 | Test Loss: 0.1386 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 160 | Train Loss: 0.0630 | Test Loss: 0.1380 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 170 | Train Loss: 0.0629 | Test Loss: 0.1374 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 180 | Train Loss: 0.0629 | Test Loss: 0.1368 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 190 | Train Loss: 0.0628 | Test Loss: 0.1364 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 200 | Train Loss: 0.0627 | Test Loss: 0.1359 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 210 | Train Loss: 0.0627 | Test Loss: 0.1355 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 220 | Train Loss: 0.0626 | Test Loss: 0.1353 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 230 | Train Loss: 0.0625 | Test Loss: 0.1346 | <20><>ʧ<EFBFBD><CAA7>: 0.46:1
Epoch 240 | Train Loss: 0.0625 | Test Loss: 0.1341 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 250 | Train Loss: 0.0624 | Test Loss: 0.1338 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 260 | Train Loss: 0.0624 | Test Loss: 0.1333 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 270 | Train Loss: 0.0624 | Test Loss: 0.1331 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 280 | Train Loss: 0.0623 | Test Loss: 0.1328 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 290 | Train Loss: 0.0623 | Test Loss: 0.1324 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 0 | Train Loss: 0.3257 | Test Loss: 0.2338 | <20><>ʧ<EFBFBD><CAA7>: 1.39:1
Epoch 10 | Train Loss: 0.1292 | Test Loss: 0.1531 | <20><>ʧ<EFBFBD><CAA7>: 0.84:1
Epoch 20 | Train Loss: 0.1048 | Test Loss: 0.1526 | <20><>ʧ<EFBFBD><CAA7>: 0.69:1
Epoch 30 | Train Loss: 0.0880 | Test Loss: 0.1500 | <20><>ʧ<EFBFBD><CAA7>: 0.59:1
Epoch 40 | Train Loss: 0.0775 | Test Loss: 0.1463 | <20><>ʧ<EFBFBD><CAA7>: 0.53:1
Epoch 50 | Train Loss: 0.0715 | Test Loss: 0.1437 | <20><>ʧ<EFBFBD><CAA7>: 0.50:1
Epoch 60 | Train Loss: 0.0683 | Test Loss: 0.1424 | <20><>ʧ<EFBFBD><CAA7>: 0.48:1
Epoch 70 | Train Loss: 0.0664 | Test Loss: 0.1409 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 80 | Train Loss: 0.0653 | Test Loss: 0.1392 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 90 | Train Loss: 0.0645 | Test Loss: 0.1381 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 100 | Train Loss: 0.0640 | Test Loss: 0.1369 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 110 | Train Loss: 0.0637 | Test Loss: 0.1361 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 120 | Train Loss: 0.0634 | Test Loss: 0.1355 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 130 | Train Loss: 0.0632 | Test Loss: 0.1352 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 140 | Train Loss: 0.0630 | Test Loss: 0.1342 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 150 | Train Loss: 0.0629 | Test Loss: 0.1338 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 160 | Train Loss: 0.0628 | Test Loss: 0.1334 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 170 | Train Loss: 0.0627 | Test Loss: 0.1330 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 180 | Train Loss: 0.0626 | Test Loss: 0.1322 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 190 | Train Loss: 0.0625 | Test Loss: 0.1319 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 200 | Train Loss: 0.0624 | Test Loss: 0.1315 | <20><>ʧ<EFBFBD><CAA7>: 0.47:1
Epoch 210 | Train Loss: 0.0624 | Test Loss: 0.1310 | <20><>ʧ<EFBFBD><CAA7>: 0.48:1
Epoch 220 | Train Loss: 0.0623 | Test Loss: 0.1310 | <20><>ʧ<EFBFBD><CAA7>: 0.48:1
Epoch 230 | Train Loss: 0.0623 | Test Loss: 0.1303 | <20><>ʧ<EFBFBD><CAA7>: 0.48:1
Epoch 240 | Train Loss: 0.0622 | Test Loss: 0.1301 | <20><>ʧ<EFBFBD><CAA7>: 0.48:1
Epoch 250 | Train Loss: 0.0622 | Test Loss: 0.1300 | <20><>ʧ<EFBFBD><CAA7>: 0.48:1
Epoch 260 | Train Loss: 0.0621 | Test Loss: 0.1298 | <20><>ʧ<EFBFBD><CAA7>: 0.48:1
Epoch 270 | Train Loss: 0.0621 | Test Loss: 0.1301 | <20><>ʧ<EFBFBD><CAA7>: 0.48:1
Epoch 280 | Train Loss: 0.0621 | Test Loss: 0.1296 | <20><>ʧ<EFBFBD><CAA7>: 0.48:1
Epoch 290 | Train Loss: 0.0620 | Test Loss: 0.1297 | <20><>ʧ<EFBFBD><CAA7>: 0.48:1
Epoch 0 | Train Loss: 0.3614 | Test Loss: 0.2802 | Loss Factor: 1.29:1
Epoch 10 | Train Loss: 0.1415 | Test Loss: 0.1612 | Loss Factor: 0.88:1
Epoch 20 | Train Loss: 0.1115 | Test Loss: 0.1352 | Loss Factor: 0.82:1
Epoch 30 | Train Loss: 0.0916 | Test Loss: 0.1180 | Loss Factor: 0.78:1
Epoch 40 | Train Loss: 0.0795 | Test Loss: 0.1090 | Loss Factor: 0.73:1
Epoch 50 | Train Loss: 0.0722 | Test Loss: 0.1074 | Loss Factor: 0.67:1
Epoch 60 | Train Loss: 0.0687 | Test Loss: 0.1098 | Loss Factor: 0.63:1
Epoch 70 | Train Loss: 0.0667 | Test Loss: 0.1129 | Loss Factor: 0.59:1
Epoch 80 | Train Loss: 0.0655 | Test Loss: 0.1164 | Loss Factor: 0.56:1
Epoch 90 | Train Loss: 0.0646 | Test Loss: 0.1188 | Loss Factor: 0.54:1
Epoch 100 | Train Loss: 0.0641 | Test Loss: 0.1212 | Loss Factor: 0.53:1
Epoch 110 | Train Loss: 0.0637 | Test Loss: 0.1227 | Loss Factor: 0.52:1
Epoch 120 | Train Loss: 0.0635 | Test Loss: 0.1237 | Loss Factor: 0.51:1
Epoch 130 | Train Loss: 0.0633 | Test Loss: 0.1245 | Loss Factor: 0.51:1
Epoch 140 | Train Loss: 0.0631 | Test Loss: 0.1249 | Loss Factor: 0.51:1
Epoch 150 | Train Loss: 0.0630 | Test Loss: 0.1255 | Loss Factor: 0.50:1
Epoch 160 | Train Loss: 0.0629 | Test Loss: 0.1254 | Loss Factor: 0.50:1
Epoch 170 | Train Loss: 0.0628 | Test Loss: 0.1259 | Loss Factor: 0.50:1
Epoch 180 | Train Loss: 0.0627 | Test Loss: 0.1258 | Loss Factor: 0.50:1
Epoch 190 | Train Loss: 0.0627 | Test Loss: 0.1260 | Loss Factor: 0.50:1
Epoch 200 | Train Loss: 0.0626 | Test Loss: 0.1263 | Loss Factor: 0.50:1
Epoch 210 | Train Loss: 0.0625 | Test Loss: 0.1262 | Loss Factor: 0.50:1
Epoch 220 | Train Loss: 0.0625 | Test Loss: 0.1262 | Loss Factor: 0.50:1
Epoch 230 | Train Loss: 0.0624 | Test Loss: 0.1268 | Loss Factor: 0.49:1
Epoch 240 | Train Loss: 0.0624 | Test Loss: 0.1267 | Loss Factor: 0.49:1
Epoch 250 | Train Loss: 0.0623 | Test Loss: 0.1268 | Loss Factor: 0.49:1
Epoch 260 | Train Loss: 0.0623 | Test Loss: 0.1268 | Loss Factor: 0.49:1
Epoch 270 | Train Loss: 0.0623 | Test Loss: 0.1269 | Loss Factor: 0.49:1
Epoch 280 | Train Loss: 0.0622 | Test Loss: 0.1271 | Loss Factor: 0.49:1
Epoch 290 | Train Loss: 0.0622 | Test Loss: 0.1271 | Loss Factor: 0.49:1