Epoch 1/1000 ---------- lr: 0.001 train loss: 21.9079 val loss: 5.3957 Epoch 2/1000 ---------- lr: 0.001 train loss: 5.0316 val loss: 4.1698 Epoch 3/1000 ---------- lr: 0.001 train loss: 4.0302 val loss: 3.2113 Epoch 4/1000 ---------- lr: 0.001 train loss: 3.3871 val loss: 2.5528 Epoch 5/1000 ---------- lr: 0.001 train loss: 3.0868 val loss: 2.3605 Epoch 6/1000 ---------- lr: 0.001 train loss: 2.8903 val loss: 1.9958 Epoch 7/1000 ---------- lr: 0.001 train loss: 2.4679 val loss: 1.5620 Epoch 8/1000 ---------- lr: 0.001 train loss: 2.3893 val loss: 1.6220 Epoch 9/1000 ---------- lr: 0.001 train loss: 2.2505 val loss: 2.2238 Epoch 10/1000 ---------- lr: 0.001 train loss: 2.0903 val loss: 1.2453 Epoch 11/1000 ---------- lr: 0.001 train loss: 1.8841 val loss: 1.1704 Epoch 12/1000 ---------- lr: 0.001 train loss: 1.6646 val loss: 1.1204 Epoch 13/1000 ---------- lr: 0.001 train loss: 1.7142 val loss: 0.9503 Epoch 14/1000 ---------- lr: 0.001 train loss: 1.4342 val loss: 0.8936 Epoch 15/1000 ---------- lr: 0.001 train loss: 1.4477 val loss: 1.0195 Epoch 16/1000 ---------- lr: 0.001 train loss: 1.4700 val loss: 1.4935 Epoch 17/1000 ---------- lr: 0.001 train loss: 1.4515 val loss: 0.9866 Epoch 18/1000 ---------- lr: 0.001 train loss: 1.4533 val loss: 0.8205 Epoch 19/1000 ---------- lr: 0.001 train loss: 1.5537 val loss: 0.9171 Epoch 20/1000 ---------- lr: 0.001 train loss: 1.1512 val loss: 0.6031 Epoch 21/1000 ---------- lr: 0.001 train loss: 1.1939 val loss: 0.6332 Epoch 22/1000 ---------- lr: 0.001 train loss: 1.1208 val loss: 0.7246 Epoch 23/1000 ---------- lr: 0.001 train loss: 1.0164 val loss: 0.5124 Epoch 24/1000 ---------- lr: 0.001 train loss: 0.9909 val loss: 0.5010 Epoch 25/1000 ---------- lr: 0.001 train loss: 0.9953 val loss: 0.5219 Epoch 26/1000 ---------- lr: 0.001 train loss: 0.9554 val loss: 0.4487 Epoch 27/1000 ---------- lr: 0.001 train loss: 0.8685 val loss: 0.3880 Epoch 28/1000 ---------- lr: 0.001 train loss: 1.2158 val loss: 0.8987 Epoch 29/1000 ---------- lr: 0.001 train loss: 1.0317 val loss: 0.4626 Epoch 30/1000 ---------- lr: 0.001 train loss: 0.9638 val loss: 0.4644 Epoch 31/1000 ---------- lr: 0.001 train loss: 0.9016 val loss: 0.3977 Epoch 32/1000 ---------- lr: 0.001 train loss: 0.7855 val loss: 0.3509 Epoch 33/1000 ---------- lr: 0.001 train loss: 0.7905 val loss: 0.4298 Epoch 34/1000 ---------- lr: 0.001 train loss: 1.3250 val loss: 0.9271 Epoch 35/1000 ---------- lr: 0.001 train loss: 1.2675 val loss: 0.9696 Epoch 36/1000 ---------- lr: 0.001 train loss: 1.0306 val loss: 0.4479 Epoch 37/1000 ---------- lr: 0.001 train loss: 0.7856 val loss: 0.3444 Epoch 38/1000 ---------- lr: 0.001 train loss: 0.7350 val loss: 0.3189 Epoch 39/1000 ---------- lr: 0.001 train loss: 0.7603 val loss: 0.3631 Epoch 40/1000 ---------- lr: 0.001 train loss: 0.7080 val loss: 0.2997 Epoch 41/1000 ---------- lr: 0.001 train loss: 0.6974 val loss: 0.2933 Epoch 42/1000 ---------- lr: 0.001 train loss: 0.8027 val loss: 0.9951 Epoch 43/1000 ---------- lr: 0.001 train loss: 0.9856 val loss: 0.3874 Epoch 44/1000 ---------- lr: 0.001 train loss: 0.7458 val loss: 0.2838 Epoch 45/1000 ---------- lr: 0.001 train loss: 0.6631 val loss: 0.2625 Epoch 46/1000 ---------- lr: 0.001 train loss: 0.6555 val loss: 0.2906 Epoch 47/1000 ---------- lr: 0.001 train loss: 0.6534 val loss: 0.3520 Epoch 48/1000 ---------- lr: 0.001 train loss: 0.8392 val loss: 0.3417 Epoch 49/1000 ---------- lr: 0.001 train loss: 0.6573 val loss: 0.2584 Epoch 50/1000 ---------- lr: 0.001 train loss: 0.6760 val loss: 0.5522 Epoch 51/1000 ---------- lr: 0.001 train loss: 0.6880 val loss: 0.2744 Epoch 52/1000 ---------- lr: 0.001 train loss: 0.6325 val loss: 0.2494 Epoch 53/1000 ---------- lr: 0.001 train loss: 0.6573 val loss: 0.2455 Epoch 54/1000 ---------- lr: 0.001 train loss: 0.7549 val loss: 0.3626 Epoch 55/1000 ---------- lr: 0.001 train loss: 0.6616 val loss: 0.2846 Epoch 56/1000 ---------- lr: 0.001 train loss: 0.6057 val loss: 0.2099 Epoch 57/1000 ---------- lr: 0.001 train loss: 0.6261 val loss: 0.2420 Epoch 58/1000 ---------- lr: 0.001 train loss: 0.7923 val loss: 0.4046 Epoch 59/1000 ---------- lr: 0.001 train loss: 0.6605 val loss: 0.2229 Epoch 60/1000 ---------- lr: 0.001 train loss: 0.5803 val loss: 0.2038 Epoch 61/1000 ---------- lr: 0.001 train loss: 0.7274 val loss: 0.2806 Epoch 62/1000 ---------- lr: 0.001 train loss: 0.5987 val loss: 0.2103 Epoch 63/1000 ---------- lr: 0.001 train loss: 0.5711 val loss: 0.1909 Epoch 64/1000 ---------- lr: 0.001 train loss: 0.5720 val loss: 0.2052 Epoch 65/1000 ---------- lr: 0.001 train loss: 0.5857 val loss: 0.1883 Epoch 66/1000 ---------- lr: 0.001 train loss: 0.5734 val loss: 0.1875 Epoch 67/1000 ---------- lr: 0.001 train loss: 0.5613 val loss: 0.2098 Epoch 68/1000 ---------- lr: 0.001 train loss: 0.5675 val loss: 0.1968 Epoch 69/1000 ---------- lr: 0.001 train loss: 0.5603 val loss: 0.2156 Epoch 70/1000 ---------- lr: 0.001 train loss: 0.6369 val loss: 0.2971 Epoch 71/1000 ---------- lr: 0.001 train loss: 0.8910 val loss: 0.2714 Epoch 72/1000 ---------- lr: 0.001 train loss: 0.5837 val loss: 0.1872 Epoch 73/1000 ---------- lr: 0.001 train loss: 0.5413 val loss: 0.1868 Epoch 74/1000 ---------- lr: 0.001 train loss: 0.5278 val loss: 0.1628 Epoch 75/1000 ---------- lr: 0.001 train loss: 0.5237 val loss: 0.1623 Epoch 76/1000 ---------- lr: 0.001 train loss: 0.5297 val loss: 0.1622 Epoch 77/1000 ---------- lr: 0.001 train loss: 0.5282 val loss: 0.1764 Epoch 78/1000 ---------- lr: 0.001 train loss: 0.5491 val loss: 0.1744 Epoch 79/1000 ---------- lr: 0.001 train loss: 0.5510 val loss: 0.2764 Epoch 80/1000 ---------- lr: 0.001 train loss: 0.7673 val loss: 0.3570 Epoch 81/1000 ---------- lr: 0.001 train loss: 0.5607 val loss: 0.1722 Epoch 82/1000 ---------- lr: 0.001 train loss: 0.5142 val loss: 0.1575 Epoch 83/1000 ---------- lr: 0.001 train loss: 0.5041 val loss: 0.1564 Epoch 84/1000 ---------- lr: 0.001 train loss: 0.5079 val loss: 0.1567 Epoch 85/1000 ---------- lr: 0.001 train loss: 0.5065 val loss: 0.1543 Epoch 86/1000 ---------- lr: 0.001 train loss: 0.5223 val loss: 0.2366 Epoch 87/1000 ---------- lr: 0.001 train loss: 0.5487 val loss: 0.4206 Epoch 88/1000 ---------- lr: 0.001 train loss: 0.5684 val loss: 0.1753 Epoch 89/1000 ---------- lr: 0.001 train loss: 0.5085 val loss: 0.1483 Epoch 90/1000 ---------- lr: 0.001 train loss: 0.5042 val loss: 0.1819 Epoch 91/1000 ---------- lr: 0.001 train loss: 0.5206 val loss: 0.1790 Epoch 92/1000 ---------- lr: 0.001 train loss: 0.5200 val loss: 0.1568 Epoch 93/1000 ---------- lr: 0.001 train loss: 0.5033 val loss: 0.1686 Epoch 94/1000 ---------- lr: 0.001 train loss: 0.4984 val loss: 0.1508 Epoch 95/1000 ---------- lr: 0.001 train loss: 0.4988 val loss: 0.1679 Epoch 96/1000 ---------- lr: 0.001 train loss: 0.5012 val loss: 0.1722 Epoch 97/1000 ---------- lr: 0.001 train loss: 0.7224 val loss: 0.3277 Epoch 98/1000 ---------- lr: 0.001 train loss: 0.5695 val loss: 0.1651 Epoch 99/1000 ---------- lr: 0.001 train loss: 0.5064 val loss: 0.2905 Epoch 100/1000 ---------- lr: 0.001 train loss: 0.4877 val loss: 0.1467 Epoch 101/1000 ---------- lr: 0.001 train loss: 0.4834 val loss: 0.1533 Epoch 102/1000 ---------- lr: 0.001 train loss: 0.4818 val loss: 0.1477 Epoch 103/1000 ---------- lr: 0.001 train loss: 0.4840 val loss: 0.1568 Epoch 104/1000 ---------- lr: 0.001 train loss: 0.4982 val loss: 0.3006 Epoch 105/1000 ---------- lr: 0.001 train loss: 0.5004 val loss: 0.1682 Epoch 106/1000 ---------- lr: 0.001 train loss: 0.4821 val loss: 0.1464 Epoch 107/1000 ---------- lr: 0.001 train loss: 0.4901 val loss: 0.1781 Epoch 108/1000 ---------- lr: 0.001 train loss: 0.6175 val loss: 0.3528 Epoch 109/1000 ---------- lr: 0.001 train loss: 0.5800 val loss: 0.1764 Epoch 110/1000 ---------- lr: 0.001 train loss: 0.4895 val loss: 0.1409 Epoch 111/1000 ---------- lr: 0.001 train loss: 0.4753 val loss: 0.1377 Epoch 112/1000 ---------- lr: 0.001 train loss: 0.4746 val loss: 0.1344 Epoch 113/1000 ---------- lr: 0.001 train loss: 0.5085 val loss: 0.1393 Epoch 114/1000 ---------- lr: 0.001 train loss: 0.4815 val loss: 0.1367 Epoch 115/1000 ---------- lr: 0.001 train loss: 0.4776 val loss: 0.1874 Epoch 116/1000 ---------- lr: 0.001 train loss: 0.4987 val loss: 0.1418 Epoch 117/1000 ---------- lr: 0.001 train loss: 0.4708 val loss: 0.1421 Epoch 118/1000 ---------- lr: 0.001 train loss: 0.4738 val loss: 0.1365 Epoch 119/1000 ---------- lr: 0.001 train loss: 0.4767 val loss: 0.1508 Epoch 120/1000 ---------- lr: 0.001 train loss: 0.4770 val loss: 0.1445 Epoch 121/1000 ---------- lr: 0.001 train loss: 0.5402 val loss: 0.1770 Epoch 122/1000 ---------- lr: 0.001 train loss: 0.5017 val loss: 0.1431 Epoch 123/1000 ---------- lr: 0.001 train loss: 0.4741 val loss: 0.1560 Epoch 124/1000 ---------- lr: 0.001 train loss: 0.5023 val loss: 0.1495 Epoch 125/1000 ---------- lr: 0.001 train loss: 0.4685 val loss: 0.1310 Epoch 126/1000 ---------- lr: 0.001 train loss: 0.4718 val loss: 0.1468 Epoch 127/1000 ---------- lr: 0.001 train loss: 0.4685 val loss: 0.1328 Epoch 128/1000 ---------- lr: 0.001 train loss: 0.4682 val loss: 0.1427 Epoch 129/1000 ---------- lr: 0.001 train loss: 0.4941 val loss: 0.1778 Epoch 130/1000 ---------- lr: 0.001 train loss: 0.4765 val loss: 0.1400 Epoch 131/1000 ---------- lr: 0.001 train loss: 0.4646 val loss: 0.1332 Epoch 132/1000 ---------- lr: 0.001 train loss: 0.5225 val loss: 0.2375 Epoch 133/1000 ---------- lr: 0.001 train loss: 0.8233 val loss: 0.3634 Epoch 134/1000 ---------- lr: 0.001 train loss: 0.6072 val loss: 0.1740 Epoch 135/1000 ---------- lr: 0.001 train loss: 0.4935 val loss: 0.1461 Epoch 136/1000 ---------- lr: 0.001 train loss: 0.4762 val loss: 0.1293 Epoch 137/1000 ---------- lr: 0.001 train loss: 0.4705 val loss: 0.1326 Epoch 138/1000 ---------- lr: 0.001 train loss: 0.4644 val loss: 0.1257 Epoch 139/1000 ---------- lr: 0.001 train loss: 0.4637 val loss: 0.1236 Epoch 140/1000 ---------- lr: 0.001 train loss: 0.4635 val loss: 0.1224 Epoch 141/1000 ---------- lr: 0.001 train loss: 0.4573 val loss: 0.1236 Epoch 142/1000 ---------- lr: 0.001 train loss: 0.4627 val loss: 0.1263 Epoch 143/1000 ---------- lr: 0.001 train loss: 0.4602 val loss: 0.1320 Epoch 144/1000 ---------- lr: 0.001 train loss: 0.4588 val loss: 0.1299 Epoch 145/1000 ---------- lr: 0.001 train loss: 0.4588 val loss: 0.1346 Epoch 146/1000 ---------- lr: 0.001 train loss: 0.4605 val loss: 0.1256 Epoch 147/1000 ---------- lr: 0.001 train loss: 0.5013 val loss: 0.2084 Epoch 148/1000 ---------- lr: 0.001 train loss: 0.5526 val loss: 0.1381 Epoch 149/1000 ---------- lr: 0.001 train loss: 0.4632 val loss: 0.1207 Epoch 150/1000 ---------- lr: 0.001 train loss: 0.4547 val loss: 0.1127 Epoch 151/1000 ---------- lr: 0.001 train loss: 0.4564 val loss: 0.1635 Epoch 152/1000 ---------- lr: 0.001 train loss: 0.4646 val loss: 0.1658 Epoch 153/1000 ---------- lr: 0.001 train loss: 0.4555 val loss: 0.1437 Epoch 154/1000 ---------- lr: 0.001 train loss: 0.4568 val loss: 0.1184 Epoch 155/1000 ---------- lr: 0.001 train loss: 0.4540 val loss: 0.1383 Epoch 156/1000 ---------- lr: 0.001 train loss: 0.5043 val loss: 0.5307 Epoch 157/1000 ---------- lr: 0.001 train loss: 0.5851 val loss: 0.1559 Epoch 158/1000 ---------- lr: 0.001 train loss: 0.4701 val loss: 0.1279 Epoch 159/1000 ---------- lr: 0.001 train loss: 0.4586 val loss: 0.1195 Epoch 160/1000 ---------- lr: 0.001 train loss: 0.4510 val loss: 0.1138 Epoch 161/1000 ---------- lr: 0.001 train loss: 0.4651 val loss: 0.1262 Epoch 162/1000 ---------- lr: 0.001 train loss: 0.4598 val loss: 0.1384 Epoch 163/1000 ---------- lr: 0.001 train loss: 0.4879 val loss: 0.1270 Epoch 164/1000 ---------- lr: 0.001 train loss: 0.4513 val loss: 0.1241 Epoch 165/1000 ---------- lr: 0.001 train loss: 0.4504 val loss: 0.1288 Epoch 166/1000 ---------- lr: 0.001 train loss: 0.4507 val loss: 0.1226 Epoch 167/1000 ---------- lr: 0.001 train loss: 0.4518 val loss: 0.1248 Epoch 168/1000 ---------- lr: 0.001 train loss: 0.4530 val loss: 0.1541 Epoch 169/1000 ---------- lr: 0.001 train loss: 0.5643 val loss: 0.1466 Epoch 170/1000 ---------- lr: 0.001 train loss: 0.4563 val loss: 0.1241 Epoch 171/1000 ---------- lr: 0.001 train loss: 0.4484 val loss: 0.1243 Epoch 172/1000 ---------- lr: 0.001 train loss: 0.4459 val loss: 0.1212 Epoch 173/1000 ---------- lr: 0.001 train loss: 0.4588 val loss: 0.1336 Epoch 174/1000 ---------- lr: 0.001 train loss: 0.4488 val loss: 0.1169 Epoch 175/1000 ---------- lr: 0.001 train loss: 0.4510 val loss: 0.1365 Epoch 176/1000 ---------- lr: 0.001 train loss: 0.4564 val loss: 0.1319 Epoch 177/1000 ---------- lr: 0.001 train loss: 0.4597 val loss: 0.1436 Epoch 178/1000 ---------- lr: 0.001 train loss: 0.4634 val loss: 0.1352 Epoch 179/1000 ---------- lr: 0.001 train loss: 0.4481 val loss: 0.1286 Epoch 180/1000 ---------- lr: 0.001 train loss: 0.4466 val loss: 0.1377 Epoch 181/1000 ---------- lr: 0.001 train loss: 0.4723 val loss: 0.1482 Epoch 182/1000 ---------- lr: 0.001 train loss: 0.4928 val loss: 0.3371 Epoch 183/1000 ---------- lr: 0.001 train loss: 0.5654 val loss: 0.1644 Epoch 184/1000 ---------- lr: 0.001 train loss: 0.4833 val loss: 0.1483 Epoch 185/1000 ---------- lr: 0.001 train loss: 0.4498 val loss: 0.1226 Epoch 186/1000 ---------- lr: 0.001 train loss: 0.4443 val loss: 0.1231 Epoch 187/1000 ---------- lr: 0.001 train loss: 0.4457 val loss: 0.1123 Epoch 188/1000 ---------- lr: 0.001 train loss: 0.4433 val loss: 0.1108 Epoch 189/1000 ---------- lr: 0.001 train loss: 0.4423 val loss: 0.1117 Epoch 190/1000 ---------- lr: 0.001 train loss: 0.4433 val loss: 0.1184 Epoch 191/1000 ---------- lr: 0.001 train loss: 0.4432 val loss: 0.1126 Epoch 192/1000 ---------- lr: 0.001 train loss: 0.4454 val loss: 0.1234 Epoch 193/1000 ---------- lr: 0.001 train loss: 0.4455 val loss: 0.1179 Epoch 194/1000 ---------- lr: 0.001 train loss: 0.4488 val loss: 0.1136 Epoch 195/1000 ---------- lr: 0.001 train loss: 0.4501 val loss: 0.1222 Epoch 196/1000 ---------- lr: 0.001 train loss: 0.4596 val loss: 0.1702 Epoch 197/1000 ---------- lr: 0.001 train loss: 0.4442 val loss: 0.1144 Epoch 198/1000 ---------- lr: 0.001 train loss: 0.4421 val loss: 0.1141 Epoch 199/1000 ---------- lr: 0.001 train loss: 0.4430 val loss: 0.1398 Epoch 200/1000 ---------- lr: 0.001 train loss: 0.5055 val loss: 0.1349 Epoch 201/1000 ---------- lr: 0.001 train loss: 0.4503 val loss: 0.1105 Epoch 202/1000 ---------- lr: 0.001 train loss: 0.4400 val loss: 0.1157 Epoch 203/1000 ---------- lr: 0.001 train loss: 0.4694 val loss: 0.1342 Epoch 204/1000 ---------- lr: 0.001 train loss: 0.4522 val loss: 0.1413 Epoch 205/1000 ---------- lr: 0.001 train loss: 0.4527 val loss: 0.1239 Epoch 206/1000 ---------- lr: 0.001 train loss: 0.4404 val loss: 0.1085 Epoch 207/1000 ---------- lr: 0.001 train loss: 0.4385 val loss: 0.1111 Epoch 208/1000 ---------- lr: 0.001 train loss: 0.4393 val loss: 0.1110 Epoch 209/1000 ---------- lr: 0.001 train loss: 0.4438 val loss: 0.1066 Epoch 210/1000 ---------- lr: 0.001 train loss: 0.4350 val loss: 0.1123 Epoch 211/1000 ---------- lr: 0.001 train loss: 0.4395 val loss: 0.1142 Epoch 212/1000 ---------- lr: 0.001 train loss: 0.4618 val loss: 0.1254 Epoch 213/1000 ---------- lr: 0.001 train loss: 0.5035 val loss: 0.2588 Epoch 214/1000 ---------- lr: 0.001 train loss: 0.4673 val loss: 0.1129 Epoch 215/1000 ---------- lr: 0.001 train loss: 0.4695 val loss: 0.1202 Epoch 216/1000 ---------- lr: 0.001 train loss: 0.4463 val loss: 0.1123 Epoch 217/1000 ---------- lr: 0.001 train loss: 0.4364 val loss: 0.1029 Epoch 218/1000 ---------- lr: 0.001 train loss: 0.4419 val loss: 0.1348 Epoch 219/1000 ---------- lr: 0.001 train loss: 0.4596 val loss: 0.1165 Epoch 220/1000 ---------- lr: 0.001 train loss: 0.4386 val loss: 0.1166 Epoch 221/1000 ---------- lr: 0.001 train loss: 0.4365 val loss: 0.1189 Epoch 222/1000 ---------- lr: 0.001 train loss: 0.4364 val loss: 0.1164 Epoch 223/1000 ---------- lr: 0.001 train loss: 0.4352 val loss: 0.1164 Epoch 224/1000 ---------- lr: 0.001 train loss: 0.4657 val loss: 0.1799 Epoch 225/1000 ---------- lr: 0.001 train loss: 0.4620 val loss: 0.1099 Epoch 226/1000 ---------- lr: 0.001 train loss: 0.4342 val loss: 0.1068 Epoch 227/1000 ---------- lr: 0.001 train loss: 0.4370 val loss: 0.1127 Epoch 228/1000 ---------- lr: 0.001 train loss: 0.4457 val loss: 0.1388 Epoch 229/1000 ---------- lr: 0.001 train loss: 0.4409 val loss: 0.1031 Epoch 230/1000 ---------- lr: 0.001 train loss: 0.4394 val loss: 0.1015 Epoch 231/1000 ---------- lr: 0.001 train loss: 0.4336 val loss: 0.1159 Epoch 232/1000 ---------- lr: 0.001 train loss: 0.4412 val loss: 0.1070 Epoch 233/1000 ---------- lr: 0.001 train loss: 0.4407 val loss: 0.1030 Epoch 234/1000 ---------- lr: 0.001 train loss: 0.4395 val loss: 0.1066 Epoch 235/1000 ---------- lr: 0.001 train loss: 0.4548 val loss: 0.1456 Epoch 236/1000 ---------- lr: 0.001 train loss: 0.4622 val loss: 0.1099 Epoch 237/1000 ---------- lr: 0.001 train loss: 0.4367 val loss: 0.1022 Epoch 238/1000 ---------- lr: 0.001 train loss: 0.4349 val loss: 0.1032 Epoch 239/1000 ---------- lr: 0.001 train loss: 0.4317 val loss: 0.1046 Epoch 240/1000 ---------- lr: 0.001 train loss: 0.4368 val loss: 0.1118 Epoch 241/1000 ---------- lr: 0.001 train loss: 0.4327 val loss: 0.1066 Epoch 242/1000 ---------- lr: 0.001 train loss: 0.4353 val loss: 0.1035 Epoch 243/1000 ---------- lr: 0.001 train loss: 0.4348 val loss: 0.1046 Epoch 244/1000 ---------- lr: 0.001 train loss: 0.4629 val loss: 0.1171 Epoch 245/1000 ---------- lr: 0.001 train loss: 0.4397 val loss: 0.1071 Epoch 246/1000 ---------- lr: 0.001 train loss: 0.4316 val loss: 0.1072 Epoch 247/1000 ---------- lr: 0.001 train loss: 0.4546 val loss: 0.1053 Epoch 248/1000 ---------- lr: 0.001 train loss: 0.4345 val loss: 0.1024 Epoch 249/1000 ---------- lr: 0.001 train loss: 0.4281 val loss: 0.1022 Epoch 250/1000 ---------- lr: 0.001 train loss: 0.4295 val loss: 0.1139 Epoch 251/1000 ---------- lr: 0.001 train loss: 0.4408 val loss: 0.1043 Epoch 252/1000 ---------- lr: 0.001 train loss: 0.4389 val loss: 0.1096 Epoch 253/1000 ---------- lr: 0.001 train loss: 0.4351 val loss: 0.1012 Epoch 254/1000 ---------- lr: 0.001 train loss: 0.4294 val loss: 0.1111 Epoch 255/1000 ---------- lr: 0.001 train loss: 0.4296 val loss: 0.1008 Epoch 256/1000 ---------- lr: 0.001 train loss: 0.5158 val loss: 0.1566 Epoch 257/1000 ---------- lr: 0.001 train loss: 0.4466 val loss: 0.1196 Epoch 258/1000 ---------- lr: 0.001 train loss: 0.4294 val loss: 0.1102 Epoch 259/1000 ---------- lr: 0.001 train loss: 0.4343 val loss: 0.1126 Epoch 260/1000 ---------- lr: 0.001 train loss: 0.4307 val loss: 0.1174 Epoch 261/1000 ---------- lr: 0.001 train loss: 0.4304 val loss: 0.1115 Epoch 262/1000 ---------- lr: 0.001 train loss: 0.4288 val loss: 0.1117 Epoch 263/1000 ---------- lr: 0.001 train loss: 0.4304 val loss: 0.1007 Epoch 264/1000 ---------- lr: 0.001 train loss: 0.4290 val loss: 0.1084 Epoch 265/1000 ---------- lr: 0.001 train loss: 0.4366 val loss: 0.1724 Epoch 266/1000 ---------- lr: 0.001 train loss: 0.4724 val loss: 0.1128 Epoch 267/1000 ---------- lr: 0.001 train loss: 0.4312 val loss: 0.1061 Epoch 268/1000 ---------- lr: 0.001 train loss: 0.4264 val loss: 0.1060 Epoch 269/1000 ---------- lr: 0.001 train loss: 0.4304 val loss: 0.1025 Epoch 270/1000 ---------- lr: 0.001 train loss: 0.4328 val loss: 0.1040 Epoch 271/1000 ---------- lr: 0.001 train loss: 0.4297 val loss: 0.1073 Epoch 272/1000 ---------- lr: 0.001 train loss: 0.4243 val loss: 0.1044 Epoch 273/1000 ---------- lr: 0.001 train loss: 0.4304 val loss: 0.1104 Epoch 274/1000 ---------- lr: 0.001 train loss: 0.4275 val loss: 0.1014 Epoch 275/1000 ---------- lr: 0.001 train loss: 0.4464 val loss: 0.1277 Epoch 276/1000 ---------- lr: 0.001 train loss: 0.4379 val loss: 0.1073 Epoch 277/1000 ---------- lr: 0.001 train loss: 0.4299 val loss: 0.1180 Epoch 278/1000 ---------- lr: 0.001 train loss: 0.4332 val loss: 0.1223 Epoch 279/1000 ---------- lr: 0.001 train loss: 0.4473 val loss: 0.1458 Epoch 280/1000 ---------- lr: 0.001 train loss: 0.4371 val loss: 0.1056 Epoch 281/1000 ---------- lr: 0.001 train loss: 0.4272 val loss: 0.1072 Epoch 282/1000 ---------- lr: 0.001 train loss: 0.4273 val loss: 0.1032 Epoch 283/1000 ---------- lr: 0.001 train loss: 0.4347 val loss: 0.1650 Epoch 284/1000 ---------- lr: 0.001 train loss: 0.4467 val loss: 0.1167 Epoch 285/1000 ---------- lr: 0.001 train loss: 0.4293 val loss: 0.1007 Epoch 286/1000 ---------- lr: 0.001 train loss: 0.4354 val loss: 0.1063 Epoch 287/1000 ---------- lr: 0.001 train loss: 0.4255 val loss: 0.1118 Epoch 288/1000 ---------- lr: 0.001 train loss: 0.4294 val loss: 0.1019 Epoch 289/1000 ---------- lr: 0.001 train loss: 0.4258 val loss: 0.1035 Epoch 290/1000 ---------- lr: 0.001 train loss: 0.4509 val loss: 0.1923 Epoch 291/1000 ---------- lr: 0.001 train loss: 0.4624 val loss: 0.1014 Epoch 292/1000 ---------- lr: 0.001 train loss: 0.4263 val loss: 0.1016 Epoch 293/1000 ---------- lr: 0.001 train loss: 0.4264 val loss: 0.0954 Epoch 294/1000 ---------- lr: 0.001 train loss: 0.4257 val loss: 0.0971 Epoch 295/1000 ---------- lr: 0.001 train loss: 0.4240 val loss: 0.0997 Epoch 296/1000 ---------- lr: 0.001 train loss: 0.4255 val loss: 0.0955 Epoch 297/1000 ---------- lr: 0.001 train loss: 0.4241 val loss: 0.1024 Epoch 298/1000 ---------- lr: 0.001 train loss: 0.4309 val loss: 0.1684 Epoch 299/1000 ---------- lr: 0.001 train loss: 0.4868 val loss: 0.2126 Epoch 300/1000 ---------- lr: 0.001 train loss: 0.4715 val loss: 0.1061 Epoch 301/1000 ---------- lr: 0.001 train loss: 0.4279 val loss: 0.1096 Epoch 302/1000 ---------- lr: 0.001 train loss: 0.4283 val loss: 0.1063 Epoch 303/1000 ---------- lr: 0.001 train loss: 0.4251 val loss: 0.0960 Epoch 304/1000 ---------- lr: 0.001 train loss: 0.4232 val loss: 0.1069 Epoch 305/1000 ---------- lr: 0.001 train loss: 0.4222 val loss: 0.0985 Epoch 306/1000 ---------- lr: 0.001 train loss: 0.4214 val loss: 0.0950 Epoch 307/1000 ---------- lr: 0.001 train loss: 0.4241 val loss: 0.1001 Epoch 308/1000 ---------- lr: 0.001 train loss: 0.4218 val loss: 0.0996 Epoch 309/1000 ---------- lr: 0.001 train loss: 0.4266 val loss: 0.1106 Epoch 310/1000 ---------- lr: 0.001 train loss: 0.4267 val loss: 0.0981 Epoch 311/1000 ---------- lr: 0.001 train loss: 0.4310 val loss: 0.1035 Epoch 312/1000 ---------- lr: 0.001 train loss: 0.4336 val loss: 0.1147 Epoch 313/1000 ---------- lr: 0.001 train loss: 0.4257 val loss: 0.1021 Epoch 314/1000 ---------- lr: 0.001 train loss: 0.4230 val loss: 0.1122 Epoch 315/1000 ---------- lr: 0.001 train loss: 0.4247 val loss: 0.1130 Epoch 316/1000 ---------- lr: 0.001 train loss: 0.4269 val loss: 0.0995 Epoch 317/1000 ---------- lr: 0.001 train loss: 0.4258 val loss: 0.1153 Epoch 318/1000 ---------- lr: 0.001 train loss: 0.4417 val loss: 0.1639 Epoch 319/1000 ---------- lr: 0.001 train loss: 0.4414 val loss: 0.1086 Epoch 320/1000 ---------- lr: 0.001 train loss: 0.4206 val loss: 0.0967 Epoch 321/1000 ---------- lr: 0.001 train loss: 0.4213 val loss: 0.1004 Epoch 322/1000 ---------- lr: 0.001 train loss: 0.4239 val loss: 0.0946 Epoch 323/1000 ---------- lr: 0.001 train loss: 0.5240 val loss: 0.1791 Epoch 324/1000 ---------- lr: 0.001 train loss: 0.4389 val loss: 0.1050 Epoch 325/1000 ---------- lr: 0.001 train loss: 0.4211 val loss: 0.1000 Epoch 326/1000 ---------- lr: 0.001 train loss: 0.4208 val loss: 0.1043 Epoch 327/1000 ---------- lr: 0.001 train loss: 0.4220 val loss: 0.0976 Epoch 328/1000 ---------- lr: 0.001 train loss: 0.4188 val loss: 0.0949 Epoch 329/1000 ---------- lr: 0.001 train loss: 0.4207 val loss: 0.1005 Epoch 330/1000 ---------- lr: 0.001 train loss: 0.4231 val loss: 0.0945 Epoch 331/1000 ---------- lr: 0.001 train loss: 0.4226 val loss: 0.0978 Epoch 332/1000 ---------- lr: 0.001 train loss: 0.4207 val loss: 0.0983 Epoch 333/1000 ---------- lr: 0.001 train loss: 0.4233 val loss: 0.1006 Epoch 334/1000 ---------- lr: 0.001 train loss: 0.4262 val loss: 0.1041 Epoch 335/1000 ---------- lr: 0.001 train loss: 0.4278 val loss: 0.1120 Epoch 336/1000 ---------- lr: 0.001 train loss: 0.4619 val loss: 0.1894 Epoch 337/1000 ---------- lr: 0.001 train loss: 0.4589 val loss: 0.1534 Epoch 338/1000 ---------- lr: 0.001 train loss: 0.4246 val loss: 0.1510 Epoch 339/1000 ---------- lr: 0.001 train loss: 0.4216 val loss: 0.1463 Epoch 340/1000 ---------- lr: 0.001 train loss: 0.4223 val loss: 0.1425 Epoch 341/1000 ---------- lr: 0.001 train loss: 0.4181 val loss: 0.1424 Epoch 342/1000 ---------- lr: 0.001 train loss: 0.4213 val loss: 0.1550 Epoch 343/1000 ---------- lr: 0.001 train loss: 0.4182 val loss: 0.1448 Epoch 344/1000 ---------- lr: 0.001 train loss: 0.4180 val loss: 0.1212 Epoch 345/1000 ---------- lr: 0.001 train loss: 0.4273 val loss: 0.1490 Epoch 346/1000 ---------- lr: 0.001 train loss: 0.4240 val loss: 0.1203 Epoch 347/1000 ---------- lr: 0.001 train loss: 0.4212 val loss: 0.1152 Epoch 348/1000 ---------- lr: 0.001 train loss: 0.4203 val loss: 0.1055 Epoch 349/1000 ---------- lr: 0.001 train loss: 0.4211 val loss: 0.1116 Epoch 350/1000 ---------- lr: 0.001 train loss: 0.4247 val loss: 0.1092 Epoch 351/1000 ---------- lr: 0.001 train loss: 0.4271 val loss: 0.1304 Epoch 352/1000 ---------- lr: 0.001 train loss: 0.4222 val loss: 0.1258 Epoch 353/1000 ---------- lr: 0.001 train loss: 0.4223 val loss: 0.1206 Epoch 354/1000 ---------- lr: 0.001 train loss: 0.4256 val loss: 0.1401 Epoch 355/1000 ---------- lr: 0.001 train loss: 0.4173 val loss: 0.1424 Epoch 356/1000 ---------- lr: 0.001 train loss: 0.4207 val loss: 0.1028 Epoch 357/1000 ---------- lr: 0.001 train loss: 0.4231 val loss: 0.1254 Epoch 358/1000 ---------- lr: 0.001 train loss: 0.4223 val loss: 0.0993 Epoch 359/1000 ---------- lr: 0.001 train loss: 0.4251 val loss: 0.1354 Epoch 360/1000 ---------- lr: 0.001 train loss: 0.4191 val loss: 0.1453 Epoch 361/1000 ---------- lr: 0.001 train loss: 0.4353 val loss: 0.1375 Epoch 362/1000 ---------- lr: 0.001 train loss: 0.4261 val loss: 0.1027 Epoch 363/1000 ---------- lr: 0.001 train loss: 0.4263 val loss: 0.1171 Epoch 364/1000 ---------- lr: 0.001 train loss: 0.4208 val loss: 0.1282 Epoch 365/1000 ---------- lr: 0.001 train loss: 0.4171 val loss: 0.1035 Epoch 366/1000 ---------- lr: 0.001 train loss: 0.4187 val loss: 0.0978 Epoch 367/1000 ---------- lr: 0.001 train loss: 0.4187 val loss: 0.1258 Epoch 368/1000 ---------- lr: 0.001 train loss: 0.4208 val loss: 0.1378 Epoch 369/1000 ---------- lr: 0.001 train loss: 0.4194 val loss: 0.0994 Epoch 370/1000 ---------- lr: 0.001 train loss: 0.4277 val loss: 0.1250 Epoch 371/1000 ---------- lr: 0.001 train loss: 0.4324 val loss: 0.2617 Epoch 372/1000 ---------- lr: 0.001 train loss: 0.4324 val loss: 0.1083 Epoch 373/1000 ---------- lr: 0.001 train loss: 0.4184 val loss: 0.1150 Epoch 374/1000 ---------- lr: 0.001 train loss: 0.4178 val loss: 0.1059 Epoch 375/1000 ---------- lr: 0.001 train loss: 0.4178 val loss: 0.1155 Epoch 376/1000 ---------- lr: 0.001 train loss: 0.4159 val loss: 0.1164 Epoch 377/1000 ---------- lr: 0.001 train loss: 0.4229 val loss: 0.1388 Epoch 378/1000 ---------- lr: 0.001 train loss: 0.4484 val loss: 0.1045 Epoch 379/1000 ---------- lr: 0.001 train loss: 0.4195 val loss: 0.1119 Epoch 380/1000 ---------- lr: 0.001 train loss: 0.4169 val loss: 0.1143 Epoch 381/1000 ---------- lr: 0.001 train loss: 0.4174 val loss: 0.1066 Epoch 382/1000 ---------- lr: 0.001 train loss: 0.4166 val loss: 0.1064 Epoch 383/1000 ---------- lr: 0.001 train loss: 0.4163 val loss: 0.0984 Epoch 384/1000 ---------- lr: 0.001 train loss: 0.4161 val loss: 0.1168 Epoch 385/1000 ---------- lr: 0.001 train loss: 0.4240 val loss: 0.1152 Epoch 386/1000 ---------- lr: 0.001 train loss: 0.4205 val loss: 0.1044 Epoch 387/1000 ---------- lr: 0.001 train loss: 0.4176 val loss: 0.0999 Epoch 388/1000 ---------- lr: 0.001 train loss: 0.4168 val loss: 0.0997 Epoch 389/1000 ---------- lr: 0.001 train loss: 0.4178 val loss: 0.1177 Epoch 390/1000 ---------- lr: 0.001 train loss: 0.4204 val loss: 0.1052 Epoch 391/1000 ---------- lr: 0.001 train loss: 0.4260 val loss: 0.1491 Epoch 392/1000 ---------- lr: 0.001 train loss: 0.4698 val loss: 0.1201 Epoch 393/1000 ---------- lr: 0.001 train loss: 0.4233 val loss: 0.1037 Epoch 394/1000 ---------- lr: 0.001 train loss: 0.4156 val loss: 0.1103 Epoch 395/1000 ---------- lr: 0.001 train loss: 0.4204 val loss: 0.1060 Epoch 396/1000 ---------- lr: 0.001 train loss: 0.4170 val loss: 0.1013 Epoch 397/1000 ---------- lr: 0.001 train loss: 0.4151 val loss: 0.1051 Epoch 398/1000 ---------- lr: 0.001 train loss: 0.4176 val loss: 0.1019 Epoch 399/1000 ---------- lr: 0.001 train loss: 0.4170 val loss: 0.1027 Epoch 400/1000 ---------- lr: 0.001 train loss: 0.4157 val loss: 0.1016 Epoch 401/1000 ---------- lr: 0.001 train loss: 0.4189 val loss: 0.1337 Epoch 402/1000 ---------- lr: 0.001 train loss: 0.4139 val loss: 0.1026 Epoch 403/1000 ---------- lr: 0.001 train loss: 0.4149 val loss: 0.1064 Epoch 404/1000 ---------- lr: 0.001 train loss: 0.4187 val loss: 0.1078 Epoch 405/1000 ---------- lr: 0.001 train loss: 0.4167 val loss: 0.1020 Epoch 406/1000 ---------- lr: 0.001 train loss: 0.4435 val loss: 0.1454 Epoch 407/1000 ---------- lr: 0.001 train loss: 0.4341 val loss: 0.1086 Epoch 408/1000 ---------- lr: 0.001 train loss: 0.4166 val loss: 0.1014 Epoch 409/1000 ---------- lr: 0.001 train loss: 0.4143 val loss: 0.1095 Epoch 410/1000 ---------- lr: 0.001 train loss: 0.4141 val loss: 0.1018 Epoch 411/1000 ---------- lr: 0.001 train loss: 0.4166 val loss: 0.1208 Epoch 412/1000 ---------- lr: 0.001 train loss: 0.4736 val loss: 0.1110 Epoch 413/1000 ---------- lr: 0.001 train loss: 0.4190 val loss: 0.1066 Epoch 414/1000 ---------- lr: 0.001 train loss: 0.4150 val loss: 0.1151 Epoch 415/1000 ---------- lr: 0.001 train loss: 0.4158 val loss: 0.1091 Epoch 416/1000 ---------- lr: 0.001 train loss: 0.4137 val loss: 0.1112 Epoch 417/1000 ---------- lr: 0.001 train loss: 0.4187 val loss: 0.0979 Epoch 418/1000 ---------- lr: 0.001 train loss: 0.4166 val loss: 0.1044 Epoch 419/1000 ---------- lr: 0.001 train loss: 0.4170 val loss: 0.1082 Epoch 420/1000 ---------- lr: 0.001 train loss: 0.4159 val loss: 0.0992 Epoch 421/1000 ---------- lr: 0.001 train loss: 0.4155 val loss: 0.0994 Epoch 422/1000 ---------- lr: 0.001 train loss: 0.4180 val loss: 0.1057 Epoch 423/1000 ---------- lr: 0.001 train loss: 0.4145 val loss: 0.1123 Epoch 424/1000 ---------- lr: 0.001 train loss: 0.4198 val loss: 0.1199 Epoch 425/1000 ---------- lr: 0.001 train loss: 0.4168 val loss: 0.0988 Epoch 426/1000 ---------- lr: 0.001 train loss: 0.4162 val loss: 0.1174 Epoch 427/1000 ---------- lr: 0.001 train loss: 0.4178 val loss: 0.1138 Epoch 428/1000 ---------- lr: 0.001 train loss: 0.4217 val loss: 0.1208 Epoch 429/1000 ---------- lr: 0.001 train loss: 0.4556 val loss: 0.2380 Epoch 430/1000 ---------- lr: 0.001 train loss: 0.4318 val loss: 0.1216 Epoch 431/1000 ---------- lr: 0.001 train loss: 0.4156 val loss: 0.1155 Epoch 432/1000 ---------- lr: 0.001 train loss: 0.4159 val loss: 0.1199 Epoch 433/1000 ---------- lr: 0.001 train loss: 0.4132 val loss: 0.1227 Epoch 434/1000 ---------- lr: 0.001 train loss: 0.4168 val loss: 0.1153 Epoch 435/1000 ---------- lr: 0.001 train loss: 0.4149 val loss: 0.1102 Epoch 436/1000 ---------- lr: 0.001 train loss: 0.4134 val loss: 0.1221 Epoch 437/1000 ---------- lr: 0.001 train loss: 0.4168 val loss: 0.1043 Epoch 438/1000 ---------- lr: 0.001 train loss: 0.4150 val loss: 0.1201 Epoch 439/1000 ---------- lr: 0.001 train loss: 0.4167 val loss: 0.1131 Epoch 440/1000 ---------- lr: 0.001 train loss: 0.4239 val loss: 0.2038 Epoch 441/1000 ---------- lr: 0.001 train loss: 0.4655 val loss: 0.1311 Epoch 442/1000 ---------- lr: 0.001 train loss: 0.4202 val loss: 0.1230 Epoch 443/1000 ---------- lr: 0.001 train loss: 0.4183 val loss: 0.1098 Epoch 444/1000 ---------- lr: 0.001 train loss: 0.4142 val loss: 0.1112 Epoch 445/1000 ---------- lr: 0.001 train loss: 0.4281 val loss: 0.0981 Epoch 446/1000 ---------- lr: 0.001 train loss: 0.4247 val loss: 0.0931 Epoch 447/1000 ---------- lr: 0.001 train loss: 0.4284 val loss: 0.0989 Epoch 448/1000 ---------- lr: 0.001 train loss: 0.4177 val loss: 0.1075 Epoch 449/1000 ---------- lr: 0.001 train loss: 0.4180 val loss: 0.0955 Epoch 450/1000 ---------- lr: 0.001 train loss: 0.4293 val loss: 0.1027 Epoch 451/1000 ---------- lr: 0.001 train loss: 0.4175 val loss: 0.1084 Epoch 452/1000 ---------- lr: 0.001 train loss: 0.4129 val loss: 0.1074 Epoch 453/1000 ---------- lr: 0.001 train loss: 0.4130 val loss: 0.1123 Epoch 454/1000 ---------- lr: 0.001 train loss: 0.4131 val loss: 0.1066 Epoch 455/1000 ---------- lr: 0.001 train loss: 0.4148 val loss: 0.1097 Epoch 456/1000 ---------- lr: 0.001 train loss: 0.4131 val loss: 0.1119 Epoch 457/1000 ---------- lr: 0.001 train loss: 0.4134 val loss: 0.1044 Epoch 458/1000 ---------- lr: 0.001 train loss: 0.4231 val loss: 0.1024 Epoch 459/1000 ---------- lr: 0.001 train loss: 0.4141 val loss: 0.1069 Epoch 460/1000 ---------- lr: 0.001 train loss: 0.4157 val loss: 0.1119 Epoch 461/1000 ---------- lr: 0.001 train loss: 0.4169 val loss: 0.1133 Epoch 462/1000 ---------- lr: 0.001 train loss: 0.4149 val loss: 0.1093 Epoch 463/1000 ---------- lr: 0.001 train loss: 0.4130 val loss: 0.1130 Epoch 464/1000 ---------- lr: 0.001 train loss: 0.4161 val loss: 0.1158 Epoch 465/1000 ---------- lr: 0.001 train loss: 0.4170 val loss: 0.1167 Epoch 466/1000 ---------- lr: 0.001 train loss: 0.4174 val loss: 0.1116 Epoch 467/1000 ---------- lr: 0.001 train loss: 0.4137 val loss: 0.1097 Epoch 468/1000 ---------- lr: 0.001 train loss: 0.4149 val loss: 0.1085 Epoch 469/1000 ---------- lr: 0.001 train loss: 0.4134 val loss: 0.1163 Epoch 470/1000 ---------- lr: 0.001 train loss: 0.4138 val loss: 0.1104 Epoch 471/1000 ---------- lr: 0.001 train loss: 0.4146 val loss: 0.1171 Epoch 472/1000 ---------- lr: 0.001 train loss: 0.4152 val loss: 0.1082 Epoch 473/1000 ---------- lr: 0.001 train loss: 0.4165 val loss: 0.1101 Epoch 474/1000 ---------- lr: 0.001 train loss: 0.4172 val loss: 0.1385 Epoch 475/1000 ---------- lr: 0.001 train loss: 0.4595 val loss: 0.1194 Epoch 476/1000 ---------- lr: 0.001 train loss: 0.4148 val loss: 0.1160 Epoch 477/1000 ---------- lr: 0.001 train loss: 0.4121 val loss: 0.1237 Epoch 478/1000 ---------- lr: 0.001 train loss: 0.4096 val loss: 0.1157 Epoch 479/1000 ---------- lr: 0.001 train loss: 0.4110 val loss: 0.1133 Epoch 480/1000 ---------- lr: 0.001 train loss: 0.4157 val loss: 0.1100 Epoch 481/1000 ---------- lr: 0.001 train loss: 0.4134 val loss: 0.1149 Epoch 482/1000 ---------- lr: 0.001 train loss: 0.4143 val loss: 0.1131 Epoch 483/1000 ---------- lr: 0.001 train loss: 0.4181 val loss: 0.1241 Epoch 484/1000 ---------- lr: 0.001 train loss: 0.4259 val loss: 0.1280 Epoch 485/1000 ---------- lr: 0.001 train loss: 0.4126 val loss: 0.1111 Epoch 486/1000 ---------- lr: 0.001 train loss: 0.4127 val loss: 0.0996 Epoch 487/1000 ---------- lr: 0.001 train loss: 0.4130 val loss: 0.1181 Epoch 488/1000 ---------- lr: 0.001 train loss: 0.4156 val loss: 0.0996 Epoch 489/1000 ---------- lr: 0.001 train loss: 0.4111 val loss: 0.1054 Epoch 490/1000 ---------- lr: 0.001 train loss: 0.4407 val loss: 0.1389 Epoch 491/1000 ---------- lr: 0.001 train loss: 0.4166 val loss: 0.1305 Epoch 492/1000 ---------- lr: 0.001 train loss: 0.4168 val loss: 0.1217 Epoch 493/1000 ---------- lr: 0.001 train loss: 0.4144 val loss: 0.1379 Epoch 494/1000 ---------- lr: 0.001 train loss: 0.4120 val loss: 0.0920 Epoch 495/1000 ---------- lr: 0.001 train loss: 0.4095 val loss: 0.1238 Epoch 496/1000 ---------- lr: 0.001 train loss: 0.4137 val loss: 0.1178 Epoch 497/1000 ---------- lr: 0.001 train loss: 0.4119 val loss: 0.1047 Epoch 498/1000 ---------- lr: 0.001 train loss: 0.4124 val loss: 0.1032 Epoch 499/1000 ---------- lr: 0.001 train loss: 0.4138 val loss: 0.1007 Epoch 500/1000 ---------- lr: 0.001 train loss: 0.4189 val loss: 0.1332 Epoch 501/1000 ---------- lr: 0.001 train loss: 0.4258 val loss: 0.1294 Epoch 502/1000 ---------- lr: 0.001 train loss: 0.4128 val loss: 0.1012 Epoch 503/1000 ---------- lr: 0.001 train loss: 0.4110 val loss: 0.1152 Epoch 504/1000 ---------- lr: 0.001 train loss: 0.4360 val loss: 0.1820 Epoch 505/1000 ---------- lr: 0.001 train loss: 0.4186 val loss: 0.1647 Epoch 506/1000 ---------- lr: 0.001 train loss: 0.4112 val loss: 0.1740 Epoch 507/1000 ---------- lr: 0.001 train loss: 0.4104 val loss: 0.1203 Epoch 508/1000 ---------- lr: 0.001 train loss: 0.4627 val loss: 0.1637 Epoch 509/1000 ---------- lr: 0.001 train loss: 0.4183 val loss: 0.1350 Epoch 510/1000 ---------- lr: 0.001 train loss: 0.4119 val loss: 0.1293 Epoch 511/1000 ---------- lr: 0.001 train loss: 0.4103 val loss: 0.1283 Epoch 512/1000 ---------- lr: 0.001 train loss: 0.4152 val loss: 0.1241 Epoch 513/1000 ---------- lr: 0.001 train loss: 0.4098 val loss: 0.1354 Epoch 514/1000 ---------- lr: 0.001 train loss: 0.4099 val loss: 0.1426 Epoch 515/1000 ---------- lr: 0.001 train loss: 0.4079 val loss: 0.1350 Epoch 516/1000 ---------- lr: 0.001 train loss: 0.4171 val loss: 0.1323 Epoch 517/1000 ---------- lr: 0.001 train loss: 0.4128 val loss: 0.1320 Epoch 518/1000 ---------- lr: 0.001 train loss: 0.4136 val loss: 0.1412 Epoch 519/1000 ---------- lr: 0.001 train loss: 0.4185 val loss: 0.1515 Epoch 520/1000 ---------- lr: 0.001 train loss: 0.4129 val loss: 0.1270 Epoch 521/1000 ---------- lr: 0.001 train loss: 0.4094 val loss: 0.1312 Epoch 522/1000 ---------- lr: 0.001 train loss: 0.4110 val loss: 0.1290 Epoch 523/1000 ---------- lr: 0.001 train loss: 0.4133 val loss: 0.1162 Epoch 524/1000 ---------- lr: 0.001 train loss: 0.4117 val loss: 0.1048 Epoch 525/1000 ---------- lr: 0.001 train loss: 0.4111 val loss: 0.1050 Epoch 526/1000 ---------- lr: 0.001 train loss: 0.4118 val loss: 0.1003 Epoch 527/1000 ---------- lr: 0.001 train loss: 0.4147 val loss: 0.0963 Epoch 528/1000 ---------- lr: 0.001 train loss: 0.4142 val loss: 0.1135 Epoch 529/1000 ---------- lr: 0.001 train loss: 0.4195 val loss: 0.1116 Epoch 530/1000 ---------- lr: 0.001 train loss: 0.4572 val loss: 0.1218 Epoch 531/1000 ---------- lr: 0.001 train loss: 0.4169 val loss: 0.1109 Epoch 532/1000 ---------- lr: 0.001 train loss: 0.4122 val loss: 0.1123 Epoch 533/1000 ---------- lr: 0.001 train loss: 0.4135 val loss: 0.0933 Epoch 534/1000 ---------- lr: 0.001 train loss: 0.4115 val loss: 0.1152 Epoch 535/1000 ---------- lr: 0.001 train loss: 0.4096 val loss: 0.1043 Epoch 536/1000 ---------- lr: 0.001 train loss: 0.4088 val loss: 0.1282 Epoch 537/1000 ---------- lr: 0.001 train loss: 0.4122 val loss: 0.1131 Epoch 538/1000 ---------- lr: 0.001 train loss: 0.4150 val loss: 0.2451 Epoch 539/1000 ---------- lr: 0.001 train loss: 0.4404 val loss: 0.1179 Epoch 540/1000 ---------- lr: 0.001 train loss: 0.4126 val loss: 0.1141 Epoch 541/1000 ---------- lr: 0.001 train loss: 0.4094 val loss: 0.1102 Epoch 542/1000 ---------- lr: 0.001 train loss: 0.4087 val loss: 0.1072 Epoch 543/1000 ---------- lr: 0.001 train loss: 0.4118 val loss: 0.1235 Epoch 544/1000 ---------- lr: 0.001 train loss: 0.4085 val loss: 0.1161 Epoch 545/1000 ---------- lr: 0.001 train loss: 0.4116 val loss: 0.1150 Epoch 546/1000 ---------- lr: 0.001 train loss: 0.4461 val loss: 0.3635 Epoch 547/1000 ---------- lr: 0.001 train loss: 0.5165 val loss: 0.2887 Epoch 548/1000 ---------- lr: 0.001 train loss: 0.4504 val loss: 0.1242 Epoch 549/1000 ---------- lr: 0.001 train loss: 0.4336 val loss: 0.1206 Epoch 550/1000 ---------- lr: 0.001 train loss: 0.4287 val loss: 0.1159 Epoch 551/1000 ---------- lr: 0.001 train loss: 0.4229 val loss: 0.1154 Epoch 552/1000 ---------- lr: 0.001 train loss: 0.4198 val loss: 0.1127 Epoch 553/1000 ---------- lr: 0.001 train loss: 0.4224 val loss: 0.1352 Epoch 554/1000 ---------- lr: 0.001 train loss: 0.4196 val loss: 0.1154 Epoch 555/1000 ---------- lr: 0.001 train loss: 0.4191 val loss: 0.1196 Epoch 556/1000 ---------- lr: 0.001 train loss: 0.4136 val loss: 0.1151 Epoch 557/1000 ---------- lr: 0.001 train loss: 0.4121 val loss: 0.1483 Epoch 558/1000 ---------- lr: 0.001 train loss: 0.4233 val loss: 0.1365 Epoch 559/1000 ---------- lr: 0.001 train loss: 0.4190 val loss: 0.1056 Epoch 560/1000 ---------- lr: 0.001 train loss: 0.4138 val loss: 0.1021 Epoch 561/1000 ---------- lr: 0.001 train loss: 0.4133 val loss: 0.1001 Epoch 562/1000 ---------- lr: 0.001 train loss: 0.4123 val loss: 0.1150 Epoch 563/1000 ---------- lr: 0.001 train loss: 0.4095 val loss: 0.1082 Epoch 564/1000 ---------- lr: 0.001 train loss: 0.4102 val loss: 0.1008 Epoch 565/1000 ---------- lr: 0.001 train loss: 0.4114 val loss: 0.0993 Epoch 566/1000 ---------- lr: 0.001 train loss: 0.4124 val loss: 0.0985 Epoch 567/1000 ---------- lr: 0.001 train loss: 0.4103 val loss: 0.0957 Epoch 568/1000 ---------- lr: 0.001 train loss: 0.4103 val loss: 0.0943 Epoch 569/1000 ---------- lr: 0.001 train loss: 0.4119 val loss: 0.1099 Epoch 570/1000 ---------- lr: 0.001 train loss: 0.4115 val loss: 0.0973 Epoch 571/1000 ---------- lr: 0.001 train loss: 0.4088 val loss: 0.0952 Epoch 572/1000 ---------- lr: 0.001 train loss: 0.4077 val loss: 0.0990 Epoch 573/1000 ---------- lr: 0.001 train loss: 0.4110 val loss: 0.0980 Epoch 574/1000 ---------- lr: 0.001 train loss: 0.4140 val loss: 0.1031 Epoch 575/1000 ---------- lr: 0.001 train loss: 0.4126 val loss: 0.0987 Epoch 576/1000 ---------- lr: 0.001 train loss: 0.4144 val loss: 0.1055 Epoch 577/1000 ---------- lr: 0.001 train loss: 0.4103 val loss: 0.1007 Epoch 578/1000 ---------- lr: 0.001 train loss: 0.4089 val loss: 0.1003 Epoch 579/1000 ---------- lr: 0.001 train loss: 0.4137 val loss: 0.2146 Epoch 580/1000 ---------- lr: 0.001 train loss: 0.4132 val loss: 0.1018 Epoch 581/1000 ---------- lr: 0.001 train loss: 0.4111 val loss: 0.1012 Epoch 582/1000 ---------- lr: 0.001 train loss: 0.4099 val loss: 0.0948 Epoch 583/1000 ---------- lr: 0.001 train loss: 0.4111 val loss: 0.1250 Epoch 584/1000 ---------- lr: 0.001 train loss: 0.4136 val loss: 0.1237 Epoch 585/1000 ---------- lr: 0.001 train loss: 0.4101 val loss: 0.1121 Epoch 586/1000 ---------- lr: 0.001 train loss: 0.4101 val loss: 0.2055 Epoch 587/1000 ---------- lr: 0.001 train loss: 0.4117 val loss: 0.1104 Epoch 588/1000 ---------- lr: 0.001 train loss: 0.4153 val loss: 0.1093 Epoch 589/1000 ---------- lr: 0.001 train loss: 0.4097 val loss: 0.1081 Epoch 590/1000 ---------- lr: 0.001 train loss: 0.4107 val loss: 0.1097 Epoch 591/1000 ---------- lr: 0.001 train loss: 0.4094 val loss: 0.1169 Epoch 592/1000 ---------- lr: 0.001 train loss: 0.4108 val loss: 0.1087 Epoch 593/1000 ---------- lr: 0.001 train loss: 0.4334 val loss: 0.1217 Epoch 594/1000 ---------- lr: 0.001 train loss: 0.4153 val loss: 0.1074 Epoch 595/1000 ---------- lr: 0.001 train loss: 0.4117 val loss: 0.1435 Epoch 596/1000 ---------- lr: 0.001 train loss: 0.4092 val loss: 0.1270 Epoch 597/1000 ---------- lr: 0.001 train loss: 0.4083 val loss: 0.1277 Epoch 598/1000 ---------- lr: 0.001 train loss: 0.4112 val loss: 0.1349 Epoch 599/1000 ---------- lr: 0.001 train loss: 0.4079 val loss: 0.1368 Epoch 600/1000 ---------- lr: 0.001 train loss: 0.4127 val loss: 0.2525 Epoch 601/1000 ---------- lr: 0.001 train loss: 0.4249 val loss: 0.1206 Epoch 602/1000 ---------- lr: 0.001 train loss: 0.4141 val loss: 0.1387 Epoch 603/1000 ---------- lr: 0.001 train loss: 0.4124 val loss: 0.1459 Epoch 604/1000 ---------- lr: 0.001 train loss: 0.4100 val loss: 0.1305 Epoch 605/1000 ---------- lr: 0.001 train loss: 0.4092 val loss: 0.1322 Epoch 606/1000 ---------- lr: 0.001 train loss: 0.4106 val loss: 0.1398 Epoch 607/1000 ---------- lr: 0.001 train loss: 0.4445 val loss: 0.1563 Epoch 608/1000 ---------- lr: 0.001 train loss: 0.4200 val loss: 0.1486 Epoch 609/1000 ---------- lr: 0.001 train loss: 0.4103 val loss: 0.1594 Epoch 610/1000 ---------- lr: 0.001 train loss: 0.4093 val loss: 0.1474 Epoch 611/1000 ---------- lr: 0.001 train loss: 0.4073 val loss: 0.1451 Epoch 612/1000 ---------- lr: 0.001 train loss: 0.4076 val loss: 0.1535 Epoch 613/1000 ---------- lr: 0.001 train loss: 0.4115 val loss: 0.1362 Epoch 614/1000 ---------- lr: 0.001 train loss: 0.4097 val loss: 0.1364 Epoch 615/1000 ---------- lr: 0.001 train loss: 0.4104 val loss: 0.1482 Epoch 616/1000 ---------- lr: 0.001 train loss: 0.4105 val loss: 0.1405 Epoch 617/1000 ---------- lr: 0.001 train loss: 0.4060 val loss: 0.1436 Epoch 618/1000 ---------- lr: 0.001 train loss: 0.4087 val loss: 0.1501 Epoch 619/1000 ---------- lr: 0.001 train loss: 0.4104 val loss: 0.1282 Epoch 620/1000 ---------- lr: 0.001 train loss: 0.4308 val loss: 0.1427 Epoch 621/1000 ---------- lr: 0.001 train loss: 0.4159 val loss: 0.1217 Epoch 622/1000 ---------- lr: 0.001 train loss: 0.4063 val loss: 0.1206 Epoch 623/1000 ---------- lr: 0.001 train loss: 0.4055 val loss: 0.1206 Epoch 624/1000 ---------- lr: 0.001 train loss: 0.4148 val loss: 0.1307 Epoch 625/1000 ---------- lr: 0.001 train loss: 0.4106 val loss: 0.0978 Epoch 626/1000 ---------- lr: 0.001 train loss: 0.4075 val loss: 0.1301 Epoch 627/1000 ---------- lr: 0.001 train loss: 0.4068 val loss: 0.1330 Epoch 628/1000 ---------- lr: 0.001 train loss: 0.4082 val loss: 0.1312 Epoch 629/1000 ---------- lr: 0.001 train loss: 0.4130 val loss: 0.1519 Epoch 630/1000 ---------- lr: 0.001 train loss: 0.4132 val loss: 0.1329 Epoch 631/1000 ---------- lr: 0.001 train loss: 0.4086 val loss: 0.1165 Epoch 632/1000 ---------- lr: 0.001 train loss: 0.4083 val loss: 0.1380 Epoch 633/1000 ---------- lr: 0.001 train loss: 0.4085 val loss: 0.1415 Epoch 634/1000 ---------- lr: 0.001 train loss: 0.4104 val loss: 0.1347 Epoch 635/1000 ---------- lr: 0.001 train loss: 0.4066 val loss: 0.0964 Epoch 636/1000 ---------- lr: 0.001 train loss: 0.4099 val loss: 0.1084 Epoch 637/1000 ---------- lr: 0.001 train loss: 0.4155 val loss: 0.0926 Epoch 638/1000 ---------- lr: 0.001 train loss: 0.4068 val loss: 0.1306 Epoch 639/1000 ---------- lr: 0.001 train loss: 0.4104 val loss: 0.1489 Epoch 640/1000 ---------- lr: 0.001 train loss: 0.4148 val loss: 0.1416 Epoch 641/1000 ---------- lr: 0.001 train loss: 0.4058 val loss: 0.1371 Epoch 642/1000 ---------- lr: 0.001 train loss: 0.4096 val loss: 0.1397 Epoch 643/1000 ---------- lr: 0.001 train loss: 0.4074 val loss: 0.1378 Epoch 644/1000 ---------- lr: 0.001 train loss: 0.4081 val loss: 0.1340 Epoch 645/1000 ---------- lr: 0.001 train loss: 0.4115 val loss: 0.1455 Epoch 646/1000 ---------- lr: 0.001 train loss: 0.4079 val loss: 0.1341 Epoch 647/1000 ---------- lr: 0.001 train loss: 0.4074 val loss: 0.1395 Epoch 648/1000 ---------- lr: 0.001 train loss: 0.4081 val loss: 0.1421 Epoch 649/1000 ---------- lr: 0.001 train loss: 0.4105 val loss: 0.1403 Epoch 650/1000 ---------- lr: 0.001 train loss: 0.4077 val loss: 0.1384 Epoch 651/1000 ---------- lr: 0.001 train loss: 0.4082 val loss: 0.1500 Epoch 652/1000 ---------- lr: 0.001 train loss: 0.4075 val loss: 0.1432 Epoch 653/1000 ---------- lr: 0.001 train loss: 0.4102 val loss: 0.2599 Epoch 654/1000 ---------- lr: 0.001 train loss: 0.4070 val loss: 0.0945 Epoch 655/1000 ---------- lr: 0.001 train loss: 0.4078 val loss: 0.1386 Epoch 656/1000 ---------- lr: 0.001 train loss: 0.4082 val loss: 0.1393 Epoch 657/1000 ---------- lr: 0.001 train loss: 0.4073 val loss: 0.1062 Epoch 658/1000 ---------- lr: 0.001 train loss: 0.4489 val loss: 0.1213 Epoch 659/1000 ---------- lr: 0.001 train loss: 0.4307 val loss: 0.1687 Epoch 660/1000 ---------- lr: 0.001 train loss: 0.4129 val loss: 0.1649 Epoch 661/1000 ---------- lr: 0.001 train loss: 0.4098 val loss: 0.1140 Epoch 662/1000 ---------- lr: 0.001 train loss: 0.4073 val loss: 0.1215 Epoch 663/1000 ---------- lr: 0.001 train loss: 0.4071 val loss: 0.1729 Epoch 664/1000 ---------- lr: 0.001 train loss: 0.4061 val loss: 0.1381 Epoch 665/1000 ---------- lr: 0.001 train loss: 0.4052 val loss: 0.1356 Epoch 666/1000 ---------- lr: 0.001 train loss: 0.4067 val loss: 0.2351 Epoch 667/1000 ---------- lr: 0.001 train loss: 0.4065 val loss: 0.1407 Epoch 668/1000 ---------- lr: 0.001 train loss: 0.4078 val loss: 0.1453 Epoch 669/1000 ---------- lr: 0.001 train loss: 0.4073 val loss: 0.1421 Epoch 670/1000 ---------- lr: 0.001 train loss: 0.4076 val loss: 0.1463 Epoch 671/1000 ---------- lr: 0.001 train loss: 0.4115 val loss: 0.1566 Epoch 672/1000 ---------- lr: 0.001 train loss: 0.4085 val loss: 0.1470 Epoch 673/1000 ---------- lr: 0.001 train loss: 0.4055 val loss: 0.1431 Epoch 674/1000 ---------- lr: 0.001 train loss: 0.4062 val loss: 0.1498 Epoch 675/1000 ---------- lr: 0.001 train loss: 0.4088 val loss: 0.1471 Epoch 676/1000 ---------- lr: 0.001 train loss: 0.4086 val loss: 0.1401 Epoch 677/1000 ---------- lr: 0.001 train loss: 0.4095 val loss: 0.1556 Epoch 678/1000 ---------- lr: 0.001 train loss: 0.4058 val loss: 0.1401 Epoch 679/1000 ---------- lr: 0.001 train loss: 0.4068 val loss: 0.1378 Epoch 680/1000 ---------- lr: 0.001 train loss: 0.4042 val loss: 0.1529 Epoch 681/1000 ---------- lr: 0.001 train loss: 0.4090 val loss: 0.1470 Epoch 682/1000 ---------- lr: 0.001 train loss: 0.4092 val loss: 0.1513 Epoch 683/1000 ---------- lr: 0.001 train loss: 0.4090 val loss: 0.1408 Epoch 684/1000 ---------- lr: 0.001 train loss: 0.4149 val loss: 0.1377 Epoch 685/1000 ---------- lr: 0.001 train loss: 0.4076 val loss: 0.1429 Epoch 686/1000 ---------- lr: 0.001 train loss: 0.4070 val loss: 0.1406 Epoch 687/1000 ---------- lr: 0.001 train loss: 0.4073 val loss: 0.1331 Epoch 688/1000 ---------- lr: 0.001 train loss: 0.4185 val loss: 0.1063 Epoch 689/1000 ---------- lr: 0.001 train loss: 0.4198 val loss: 0.1422 Epoch 690/1000 ---------- lr: 0.001 train loss: 0.4160 val loss: 0.1316 Epoch 691/1000 ---------- lr: 0.001 train loss: 0.4128 val loss: 0.1217 Epoch 692/1000 ---------- lr: 0.001 train loss: 0.4070 val loss: 0.1226 Epoch 693/1000 ---------- lr: 0.001 train loss: 0.4044 val loss: 0.1158 Epoch 694/1000 ---------- lr: 0.001 train loss: 0.4075 val loss: 0.1344 Epoch 695/1000 ---------- lr: 0.001 train loss: 0.4078 val loss: 0.1389 Epoch 696/1000 ---------- lr: 0.0005 train loss: 0.3986 val loss: 0.1353 Epoch 697/1000 ---------- lr: 0.0005 train loss: 0.3970 val loss: 0.1283 Epoch 698/1000 ---------- lr: 0.0005 train loss: 0.3987 val loss: 0.1354 Epoch 699/1000 ---------- lr: 0.0005 train loss: 0.3979 val loss: 0.1347 Epoch 700/1000 ---------- lr: 0.0005 train loss: 0.4001 val loss: 0.1324 Epoch 701/1000 ---------- lr: 0.0005 train loss: 0.4000 val loss: 0.1349 Epoch 702/1000 ---------- lr: 0.0005 train loss: 0.3998 val loss: 0.1367 Epoch 703/1000 ---------- lr: 0.0005 train loss: 0.3975 val loss: 0.1372 Epoch 704/1000 ---------- lr: 0.0005 train loss: 0.3987 val loss: 0.1150 Epoch 705/1000 ---------- lr: 0.0005 train loss: 0.3982 val loss: 0.1190 Epoch 706/1000 ---------- lr: 0.0005 train loss: 0.3995 val loss: 0.1306 Epoch 707/1000 ---------- lr: 0.0005 train loss: 0.4007 val loss: 0.1336 Epoch 708/1000 ---------- lr: 0.0005 train loss: 0.4008 val loss: 0.1269 Epoch 709/1000 ---------- lr: 0.0005 train loss: 0.3991 val loss: 0.1342 Epoch 710/1000 ---------- lr: 0.0005 train loss: 0.3983 val loss: 0.1321 Epoch 711/1000 ---------- lr: 0.0005 train loss: 0.3991 val loss: 0.1347 Epoch 712/1000 ---------- lr: 0.0005 train loss: 0.3979 val loss: 0.1329 Epoch 713/1000 ---------- lr: 0.0005 train loss: 0.3973 val loss: 0.1388 Epoch 714/1000 ---------- lr: 0.0005 train loss: 0.3990 val loss: 0.1308 Epoch 715/1000 ---------- lr: 0.0005 train loss: 0.4000 val loss: 0.1338 Epoch 716/1000 ---------- lr: 0.0005 train loss: 0.4005 val loss: 0.1256 Epoch 717/1000 ---------- lr: 0.0005 train loss: 0.4003 val loss: 0.1244 Epoch 718/1000 ---------- lr: 0.0005 train loss: 0.3980 val loss: 0.1330 Epoch 719/1000 ---------- lr: 0.0005 train loss: 0.3981 val loss: 0.1264 Epoch 720/1000 ---------- lr: 0.0005 train loss: 0.3972 val loss: 0.1331 Epoch 721/1000 ---------- lr: 0.0005 train loss: 0.3958 val loss: 0.1327 Epoch 722/1000 ---------- lr: 0.0005 train loss: 0.3977 val loss: 0.1402 Epoch 723/1000 ---------- lr: 0.0005 train loss: 0.3959 val loss: 0.1349 Epoch 724/1000 ---------- lr: 0.0005 train loss: 0.3964 val loss: 0.1346 Epoch 725/1000 ---------- lr: 0.0005 train loss: 0.3962 val loss: 0.1321 Epoch 726/1000 ---------- lr: 0.0005 train loss: 0.3965 val loss: 0.1308 Epoch 727/1000 ---------- lr: 0.0005 train loss: 0.3974 val loss: 0.1357 Epoch 728/1000 ---------- lr: 0.0005 train loss: 0.3976 val loss: 0.1390 Epoch 729/1000 ---------- lr: 0.0005 train loss: 0.3984 val loss: 0.1348 Epoch 730/1000 ---------- lr: 0.0005 train loss: 0.3986 val loss: 0.1374 Epoch 731/1000 ---------- lr: 0.0005 train loss: 0.3985 val loss: 0.1344 Epoch 732/1000 ---------- lr: 0.0005 train loss: 0.3980 val loss: 0.1378 Epoch 733/1000 ---------- lr: 0.0005 train loss: 0.3972 val loss: 0.1366 Epoch 734/1000 ---------- lr: 0.0005 train loss: 0.3994 val loss: 0.1412 Epoch 735/1000 ---------- lr: 0.0005 train loss: 0.3988 val loss: 0.1367 Epoch 736/1000 ---------- lr: 0.0005 train loss: 0.3988 val loss: 0.1386 Epoch 737/1000 ---------- lr: 0.0005 train loss: 0.3971 val loss: 0.1405 Epoch 738/1000 ---------- lr: 0.0005 train loss: 0.3982 val loss: 0.1399 Epoch 739/1000 ---------- lr: 0.0005 train loss: 0.3965 val loss: 0.1434 Epoch 740/1000 ---------- lr: 0.0005 train loss: 0.3975 val loss: 0.1378 Epoch 741/1000 ---------- lr: 0.0005 train loss: 0.3971 val loss: 0.1302 Epoch 742/1000 ---------- lr: 0.0005 train loss: 0.4001 val loss: 0.1380 Epoch 743/1000 ---------- lr: 0.0005 train loss: 0.3980 val loss: 0.1410 Epoch 744/1000 ---------- lr: 0.0005 train loss: 0.3986 val loss: 0.1403 Epoch 745/1000 ---------- lr: 0.0005 train loss: 0.3972 val loss: 0.1382 Epoch 746/1000 ---------- lr: 0.0005 train loss: 0.3964 val loss: 0.1368 Epoch 747/1000 ---------- lr: 0.0005 train loss: 0.3957 val loss: 0.1323 Epoch 748/1000 ---------- lr: 0.0005 train loss: 0.3966 val loss: 0.1374 Epoch 749/1000 ---------- lr: 0.0005 train loss: 0.3982 val loss: 0.1396 Epoch 750/1000 ---------- lr: 0.0005 train loss: 0.3977 val loss: 0.1336 Epoch 751/1000 ---------- lr: 0.0005 train loss: 0.3967 val loss: 0.1364 Epoch 752/1000 ---------- lr: 0.0005 train loss: 0.3972 val loss: 0.1358 Epoch 753/1000 ---------- lr: 0.0005 train loss: 0.3979 val loss: 0.1338 Epoch 754/1000 ---------- lr: 0.0005 train loss: 0.3978 val loss: 0.1313 Epoch 755/1000 ---------- lr: 0.0005 train loss: 0.3967 val loss: 0.1336 Epoch 756/1000 ---------- lr: 0.0005 train loss: 0.3971 val loss: 0.1320 Epoch 757/1000 ---------- lr: 0.0005 train loss: 0.3976 val loss: 0.1423 Epoch 758/1000 ---------- lr: 0.0005 train loss: 0.3959 val loss: 0.1460 Epoch 759/1000 ---------- lr: 0.0005 train loss: 0.3958 val loss: 0.1393 Epoch 760/1000 ---------- lr: 0.0005 train loss: 0.3978 val loss: 0.1451 Epoch 761/1000 ---------- lr: 0.0005 train loss: 0.3970 val loss: 0.1410 Epoch 762/1000 ---------- lr: 0.0005 train loss: 0.3962 val loss: 0.1452 Epoch 763/1000 ---------- lr: 0.0005 train loss: 0.3964 val loss: 0.1391 Epoch 764/1000 ---------- lr: 0.0005 train loss: 0.3956 val loss: 0.1405 Epoch 765/1000 ---------- lr: 0.0005 train loss: 0.3967 val loss: 0.1400 Epoch 766/1000 ---------- lr: 0.0005 train loss: 0.3949 val loss: 0.1415 Epoch 767/1000 ---------- lr: 0.0005 train loss: 0.3967 val loss: 0.1394 Epoch 768/1000 ---------- lr: 0.0005 train loss: 0.3967 val loss: 0.1375 Epoch 769/1000 ---------- lr: 0.0005 train loss: 0.3989 val loss: 0.1399 Epoch 770/1000 ---------- lr: 0.0005 train loss: 0.3948 val loss: 0.1375 Epoch 771/1000 ---------- lr: 0.0005 train loss: 0.3952 val loss: 0.1385 Epoch 772/1000 ---------- lr: 0.0005 train loss: 0.3967 val loss: 0.1402 Epoch 773/1000 ---------- lr: 0.0005 train loss: 0.3969 val loss: 0.1456 Epoch 774/1000 ---------- lr: 0.0005 train loss: 0.3969 val loss: 0.1455 Epoch 775/1000 ---------- lr: 0.0005 train loss: 0.3974 val loss: 0.1411 Epoch 776/1000 ---------- lr: 0.0005 train loss: 0.3966 val loss: 0.1381 Epoch 777/1000 ---------- lr: 0.0005 train loss: 0.3960 val loss: 0.1435 Epoch 778/1000 ---------- lr: 0.0005 train loss: 0.3973 val loss: 0.1298 Epoch 779/1000 ---------- lr: 0.0005 train loss: 0.3973 val loss: 0.1398 Epoch 780/1000 ---------- lr: 0.0005 train loss: 0.3960 val loss: 0.1359 Epoch 781/1000 ---------- lr: 0.0005 train loss: 0.3960 val loss: 0.1406 Epoch 782/1000 ---------- lr: 0.0005 train loss: 0.3950 val loss: 0.1331 Epoch 783/1000 ---------- lr: 0.0005 train loss: 0.3969 val loss: 0.1381 Epoch 784/1000 ---------- lr: 0.0005 train loss: 0.3950 val loss: 0.1390 Epoch 785/1000 ---------- lr: 0.0005 train loss: 0.3978 val loss: 0.1401 Epoch 786/1000 ---------- lr: 0.0005 train loss: 0.3973 val loss: 0.1376 Epoch 787/1000 ---------- lr: 0.0005 train loss: 0.3963 val loss: 0.1338 Epoch 788/1000 ---------- lr: 0.0005 train loss: 0.3979 val loss: 0.1382 Epoch 789/1000 ---------- lr: 0.0005 train loss: 0.3957 val loss: 0.1444 Epoch 790/1000 ---------- lr: 0.0005 train loss: 0.3964 val loss: 0.1352 Epoch 791/1000 ---------- lr: 0.0005 train loss: 0.3962 val loss: 0.1372 Epoch 792/1000 ---------- lr: 0.0005 train loss: 0.3974 val loss: 0.1381 Epoch 793/1000 ---------- lr: 0.0005 train loss: 0.3959 val loss: 0.1449 Epoch 794/1000 ---------- lr: 0.0005 train loss: 0.3976 val loss: 0.1375 Epoch 795/1000 ---------- lr: 0.0005 train loss: 0.3970 val loss: 0.1416 Epoch 796/1000 ---------- lr: 0.0005 train loss: 0.3967 val loss: 0.1434 Epoch 797/1000 ---------- lr: 0.0005 train loss: 0.3961 val loss: 0.1404 Epoch 798/1000 ---------- lr: 0.0005 train loss: 0.3979 val loss: 0.1355 Epoch 799/1000 ---------- lr: 0.0005 train loss: 0.3935 val loss: 0.1405 Epoch 800/1000 ---------- lr: 0.0005 train loss: 0.3981 val loss: 0.1403 Epoch 801/1000 ---------- lr: 0.0005 train loss: 0.3952 val loss: 0.1434 Epoch 802/1000 ---------- lr: 0.0005 train loss: 0.3960 val loss: 0.1418 Epoch 803/1000 ---------- lr: 0.0005 train loss: 0.3968 val loss: 0.1385 Epoch 804/1000 ---------- lr: 0.0005 train loss: 0.3957 val loss: 0.1349 Epoch 805/1000 ---------- lr: 0.0005 train loss: 0.3950 val loss: 0.1418 Epoch 806/1000 ---------- lr: 0.0005 train loss: 0.3946 val loss: 0.1451 Epoch 807/1000 ---------- lr: 0.0005 train loss: 0.3981 val loss: 0.1482 Epoch 808/1000 ---------- lr: 0.0005 train loss: 0.3967 val loss: 0.1380 Epoch 809/1000 ---------- lr: 0.0005 train loss: 0.3966 val loss: 0.1400 Epoch 810/1000 ---------- lr: 0.0005 train loss: 0.3966 val loss: 0.1339 Epoch 811/1000 ---------- lr: 0.0005 train loss: 0.3967 val loss: 0.1414 Epoch 812/1000 ---------- lr: 0.0005 train loss: 0.3963 val loss: 0.1381 Epoch 813/1000 ---------- lr: 0.0005 train loss: 0.3961 val loss: 0.1420 Epoch 814/1000 ---------- lr: 0.0005 train loss: 0.3957 val loss: 0.1367 Epoch 815/1000 ---------- lr: 0.0005 train loss: 0.3977 val loss: 0.1357 Epoch 816/1000 ---------- lr: 0.0005 train loss: 0.3970 val loss: 0.1364 Epoch 817/1000 ---------- lr: 0.0005 train loss: 0.3946 val loss: 0.1398 Epoch 818/1000 ---------- lr: 0.0005 train loss: 0.3944 val loss: 0.1342 Epoch 819/1000 ---------- lr: 0.0005 train loss: 0.3950 val loss: 0.1448 Epoch 820/1000 ---------- lr: 0.0005 train loss: 0.3957 val loss: 0.1426 Epoch 821/1000 ---------- lr: 0.0005 train loss: 0.3968 val loss: 0.1450 Epoch 822/1000 ---------- lr: 0.0005 train loss: 0.3957 val loss: 0.1567 Epoch 823/1000 ---------- lr: 0.0005 train loss: 0.3947 val loss: 0.1452 Epoch 824/1000 ---------- lr: 0.0005 train loss: 0.3968 val loss: 0.1399 Epoch 825/1000 ---------- lr: 0.0005 train loss: 0.3967 val loss: 0.1384 Epoch 826/1000 ---------- lr: 0.0005 train loss: 0.3958 val loss: 0.1391 Epoch 827/1000 ---------- lr: 0.0005 train loss: 0.3937 val loss: 0.1431 Epoch 828/1000 ---------- lr: 0.0005 train loss: 0.3971 val loss: 0.1363 Epoch 829/1000 ---------- lr: 0.0005 train loss: 0.3962 val loss: 0.1382 Epoch 830/1000 ---------- lr: 0.0005 train loss: 0.3956 val loss: 0.1336 Epoch 831/1000 ---------- lr: 0.0005 train loss: 0.3952 val loss: 0.1379 Epoch 832/1000 ---------- lr: 0.0005 train loss: 0.3965 val loss: 0.1383 Epoch 833/1000 ---------- lr: 0.0005 train loss: 0.4075 val loss: 0.1411 Epoch 834/1000 ---------- lr: 0.0005 train loss: 0.3960 val loss: 0.1392 Epoch 835/1000 ---------- lr: 0.0005 train loss: 0.3976 val loss: 0.1357 Epoch 836/1000 ---------- lr: 0.0005 train loss: 0.3966 val loss: 0.1401 Epoch 837/1000 ---------- lr: 0.0005 train loss: 0.3961 val loss: 0.1380 Epoch 838/1000 ---------- lr: 0.0005 train loss: 0.3954 val loss: 0.1366 Epoch 839/1000 ---------- lr: 0.0005 train loss: 0.3945 val loss: 0.1429 Epoch 840/1000 ---------- lr: 0.0005 train loss: 0.3961 val loss: 0.1470 Epoch 841/1000 ---------- lr: 0.0005 train loss: 0.3964 val loss: 0.1415 Epoch 842/1000 ---------- lr: 0.0005 train loss: 0.3965 val loss: 0.1439 Epoch 843/1000 ---------- lr: 0.0005 train loss: 0.3958 val loss: 0.1396 Epoch 844/1000 ---------- lr: 0.0005 train loss: 0.3957 val loss: 0.1443 Epoch 845/1000 ---------- lr: 0.0005 train loss: 0.3951 val loss: 0.1496 Epoch 846/1000 ---------- lr: 0.0005 train loss: 0.3942 val loss: 0.1376 Epoch 847/1000 ---------- lr: 0.0005 train loss: 0.3958 val loss: 0.1412 Epoch 848/1000 ---------- lr: 0.0005 train loss: 0.3955 val loss: 0.1410 Epoch 849/1000 ---------- lr: 0.0005 train loss: 0.3961 val loss: 0.1410 Epoch 850/1000 ---------- lr: 0.0005 train loss: 0.3981 val loss: 0.1426 Epoch 851/1000 ---------- lr: 0.0005 train loss: 0.3947 val loss: 0.1397 Epoch 852/1000 ---------- lr: 0.0005 train loss: 0.3963 val loss: 0.1422 Epoch 853/1000 ---------- lr: 0.0005 train loss: 0.3958 val loss: 0.1480 Epoch 854/1000 ---------- lr: 0.0005 train loss: 0.3965 val loss: 0.1425 Epoch 855/1000 ---------- lr: 0.0005 train loss: 0.3946 val loss: 0.1451 Epoch 856/1000 ---------- lr: 0.0005 train loss: 0.3941 val loss: 0.1432 Epoch 857/1000 ---------- lr: 0.0005 train loss: 0.3956 val loss: 0.1533 Epoch 858/1000 ---------- lr: 0.0005 train loss: 0.3960 val loss: 0.1511 Epoch 859/1000 ---------- lr: 0.0005 train loss: 0.3957 val loss: 0.1395 Epoch 860/1000 ---------- lr: 0.0005 train loss: 0.3952 val loss: 0.1427 Epoch 861/1000 ---------- lr: 0.0005 train loss: 0.3951 val loss: 0.1425 Epoch 862/1000 ---------- lr: 0.0005 train loss: 0.3951 val loss: 0.1638 Epoch 863/1000 ---------- lr: 0.0005 train loss: 0.3937 val loss: 0.1467 Epoch 864/1000 ---------- lr: 0.0005 train loss: 0.3950 val loss: 0.1423 Epoch 865/1000 ---------- lr: 0.0005 train loss: 0.3960 val loss: 0.1431 Epoch 866/1000 ---------- lr: 0.0005 train loss: 0.3954 val loss: 0.1457 Epoch 867/1000 ---------- lr: 0.0005 train loss: 0.3957 val loss: 0.1437 Epoch 868/1000 ---------- lr: 0.0005 train loss: 0.3971 val loss: 0.1626 Epoch 869/1000 ---------- lr: 0.0005 train loss: 0.3925 val loss: 0.1486 Epoch 870/1000 ---------- lr: 0.0005 train loss: 0.3963 val loss: 0.1430 Epoch 871/1000 ---------- lr: 0.0005 train loss: 0.3947 val loss: 0.1489 Epoch 872/1000 ---------- lr: 0.0005 train loss: 0.3956 val loss: 0.1471 Epoch 873/1000 ---------- lr: 0.0005 train loss: 0.3972 val loss: 0.1333 Epoch 874/1000 ---------- lr: 0.0005 train loss: 0.3944 val loss: 0.1379 Epoch 875/1000 ---------- lr: 0.0005 train loss: 0.3936 val loss: 0.1407 Epoch 876/1000 ---------- lr: 0.0005 train loss: 0.3942 val loss: 0.1377 Epoch 877/1000 ---------- lr: 0.0005 train loss: 0.3958 val loss: 0.1462 Epoch 878/1000 ---------- lr: 0.0005 train loss: 0.3947 val loss: 0.1392 Epoch 879/1000 ---------- lr: 0.0005 train loss: 0.3944 val loss: 0.1374 Epoch 880/1000 ---------- lr: 0.0005 train loss: 0.3932 val loss: 0.1526 Epoch 881/1000 ---------- lr: 0.0005 train loss: 0.3970 val loss: 0.1400 Epoch 882/1000 ---------- lr: 0.0005 train loss: 0.3958 val loss: 0.1386 Epoch 883/1000 ---------- lr: 0.0005 train loss: 0.3949 val loss: 0.0867 Epoch 884/1000 ---------- lr: 0.0005 train loss: 0.3959 val loss: 0.0853 Epoch 885/1000 ---------- lr: 0.0005 train loss: 0.3959 val loss: 0.1476 Epoch 886/1000 ---------- lr: 0.0005 train loss: 0.3940 val loss: 0.1454 Epoch 887/1000 ---------- lr: 0.0005 train loss: 0.3939 val loss: 0.1441 Epoch 888/1000 ---------- lr: 0.0005 train loss: 0.3955 val loss: 0.0878 Epoch 889/1000 ---------- lr: 0.0005 train loss: 0.3947 val loss: 0.1376 Epoch 890/1000 ---------- lr: 0.0005 train loss: 0.3962 val loss: 0.1371 Epoch 891/1000 ---------- lr: 0.0005 train loss: 0.3948 val loss: 0.1398 Epoch 892/1000 ---------- lr: 0.0005 train loss: 0.3956 val loss: 0.1503 Epoch 893/1000 ---------- lr: 0.0005 train loss: 0.3956 val loss: 0.1385 Epoch 894/1000 ---------- lr: 0.0005 train loss: 0.3939 val loss: 0.1405 Epoch 895/1000 ---------- lr: 0.0005 train loss: 0.3943 val loss: 0.1406 Epoch 896/1000 ---------- lr: 0.0005 train loss: 0.3939 val loss: 0.1408 Epoch 897/1000 ---------- lr: 0.0005 train loss: 0.3946 val loss: 0.1370 Epoch 898/1000 ---------- lr: 0.0005 train loss: 0.3939 val loss: 0.1381 Epoch 899/1000 ---------- lr: 0.0005 train loss: 0.3964 val loss: 0.1378 Epoch 900/1000 ---------- lr: 0.0005 train loss: 0.3949 val loss: 0.1379 Epoch 901/1000 ---------- lr: 0.0005 train loss: 0.3955 val loss: 0.1376 Epoch 902/1000 ---------- lr: 0.0005 train loss: 0.3948 val loss: 0.1531 Epoch 903/1000 ---------- lr: 0.0005 train loss: 0.3976 val loss: 0.1387 Epoch 904/1000 ---------- lr: 0.0005 train loss: 0.3943 val loss: 0.1485 Epoch 905/1000 ---------- lr: 0.0005 train loss: 0.3952 val loss: 0.1461 Epoch 906/1000 ---------- lr: 0.0005 train loss: 0.3955 val loss: 0.1443 Epoch 907/1000 ---------- lr: 0.0005 train loss: 0.3968 val loss: 0.1471 Epoch 908/1000 ---------- lr: 0.0005 train loss: 0.3944 val loss: 0.1478 Epoch 909/1000 ---------- lr: 0.0005 train loss: 0.3940 val loss: 0.1659 Epoch 910/1000 ---------- lr: 0.0005 train loss: 0.3963 val loss: 0.2116 Epoch 911/1000 ---------- lr: 0.0005 train loss: 0.3948 val loss: 0.1574 Epoch 912/1000 ---------- lr: 0.0005 train loss: 0.3952 val loss: 0.1530 Epoch 913/1000 ---------- lr: 0.0005 train loss: 0.3951 val loss: 0.1495 Epoch 914/1000 ---------- lr: 0.0005 train loss: 0.3941 val loss: 0.1421 Epoch 915/1000 ---------- lr: 0.0005 train loss: 0.3940 val loss: 0.1463 Epoch 916/1000 ---------- lr: 0.0005 train loss: 0.3941 val loss: 0.1406 Epoch 917/1000 ---------- lr: 0.0005 train loss: 0.3953 val loss: 0.1833 Epoch 918/1000 ---------- lr: 0.0005 train loss: 0.3960 val loss: 0.1564 Epoch 919/1000 ---------- lr: 0.0005 train loss: 0.3952 val loss: 0.1481 Epoch 920/1000 ---------- lr: 0.0005 train loss: 0.3952 val loss: 0.1436 Epoch 921/1000 ---------- lr: 0.0005 train loss: 0.3936 val loss: 0.1458 Epoch 922/1000 ---------- lr: 0.0005 train loss: 0.3970 val loss: 0.1445 Epoch 923/1000 ---------- lr: 0.0005 train loss: 0.3960 val loss: 0.1430 Epoch 924/1000 ---------- lr: 0.0005 train loss: 0.3947 val loss: 0.1426 Epoch 925/1000 ---------- lr: 0.0005 train loss: 0.3960 val loss: 0.1411 Epoch 926/1000 ---------- lr: 0.0005 train loss: 0.3947 val loss: 0.1438 Epoch 927/1000 ---------- lr: 0.0005 train loss: 0.3946 val loss: 0.1391 Epoch 928/1000 ---------- lr: 0.0005 train loss: 0.3958 val loss: 0.1444 Epoch 929/1000 ---------- lr: 0.0005 train loss: 0.3982 val loss: 0.2111 Epoch 930/1000 ---------- lr: 0.0005 train loss: 0.3941 val loss: 0.2113 Epoch 931/1000 ---------- lr: 0.0005 train loss: 0.3950 val loss: 0.2137 Epoch 932/1000 ---------- lr: 0.0005 train loss: 0.3952 val loss: 0.2162 Epoch 933/1000 ---------- lr: 0.0005 train loss: 0.3954 val loss: 0.1609 Epoch 934/1000 ---------- lr: 0.0005 train loss: 0.3931 val loss: 0.2113 Epoch 935/1000 ---------- lr: 0.0005 train loss: 0.3970 val loss: 0.1583 Epoch 936/1000 ---------- lr: 0.0005 train loss: 0.3961 val loss: 0.1495 Epoch 937/1000 ---------- lr: 0.0005 train loss: 0.3936 val loss: 0.1442 Epoch 938/1000 ---------- lr: 0.0005 train loss: 0.3939 val loss: 0.1444 Epoch 939/1000 ---------- lr: 0.0005 train loss: 0.3943 val loss: 0.2091 Epoch 940/1000 ---------- lr: 0.0005 train loss: 0.3954 val loss: 0.1931 Epoch 941/1000 ---------- lr: 0.0005 train loss: 0.3939 val loss: 0.2163 Epoch 942/1000 ---------- lr: 0.0005 train loss: 0.3955 val loss: 0.1887 Epoch 943/1000 ---------- lr: 0.0005 train loss: 0.3936 val loss: 0.1497 Epoch 944/1000 ---------- lr: 0.0005 train loss: 0.3942 val loss: 0.1487 Epoch 945/1000 ---------- lr: 0.0005 train loss: 0.3951 val loss: 0.1511 Epoch 946/1000 ---------- lr: 0.0005 train loss: 0.3955 val loss: 0.2202 Epoch 947/1000 ---------- lr: 0.0005 train loss: 0.3955 val loss: 0.1518 Epoch 948/1000 ---------- lr: 0.0005 train loss: 0.3956 val loss: 0.1585 Epoch 949/1000 ---------- lr: 0.0005 train loss: 0.3940 val loss: 0.2108 Epoch 950/1000 ---------- lr: 0.0005 train loss: 0.3936 val loss: 0.2170 Epoch 951/1000 ---------- lr: 0.0005 train loss: 0.3950 val loss: 0.2158 Epoch 952/1000 ---------- lr: 0.0005 train loss: 0.3941 val loss: 0.1530 Epoch 953/1000 ---------- lr: 0.0005 train loss: 0.3949 val loss: 0.2185 Epoch 954/1000 ---------- lr: 0.0005 train loss: 0.3952 val loss: 0.1501 Epoch 955/1000 ---------- lr: 0.0005 train loss: 0.3941 val loss: 0.2109 Epoch 956/1000 ---------- lr: 0.0005 train loss: 0.3947 val loss: 0.1468 Epoch 957/1000 ---------- lr: 0.0005 train loss: 0.3941 val loss: 0.1495 Epoch 958/1000 ---------- lr: 0.0005 train loss: 0.3960 val loss: 0.1426 Epoch 959/1000 ---------- lr: 0.0005 train loss: 0.3942 val loss: 0.2129 Epoch 960/1000 ---------- lr: 0.0005 train loss: 0.3957 val loss: 0.1836 Epoch 961/1000 ---------- lr: 0.0005 train loss: 0.3963 val loss: 0.1954 Epoch 962/1000 ---------- lr: 0.0005 train loss: 0.3956 val loss: 0.2129 Epoch 963/1000 ---------- lr: 0.0005 train loss: 0.3969 val loss: 0.1540 Epoch 964/1000 ---------- lr: 0.0005 train loss: 0.3947 val loss: 0.1469 Epoch 965/1000 ---------- lr: 0.0005 train loss: 0.3951 val loss: 0.1426 Epoch 966/1000 ---------- lr: 0.0005 train loss: 0.3948 val loss: 0.1438 Epoch 967/1000 ---------- lr: 0.0005 train loss: 0.3943 val loss: 0.1808 Epoch 968/1000 ---------- lr: 0.0005 train loss: 0.3950 val loss: 0.1435 Epoch 969/1000 ---------- lr: 0.0005 train loss: 0.3948 val loss: 0.1420 Epoch 970/1000 ---------- lr: 0.0005 train loss: 0.3935 val loss: 0.1729 Epoch 971/1000 ---------- lr: 0.0005 train loss: 0.3939 val loss: 0.1463 Epoch 972/1000 ---------- lr: 0.0005 train loss: 0.3943 val loss: 0.1429 Epoch 973/1000 ---------- lr: 0.0005 train loss: 0.3964 val loss: 0.1462 Epoch 974/1000 ---------- lr: 0.0005 train loss: 0.3944 val loss: 0.1476 Epoch 975/1000 ---------- lr: 0.0005 train loss: 0.3961 val loss: 0.1603 Epoch 976/1000 ---------- lr: 0.0005 train loss: 0.3959 val loss: 0.1522 Epoch 977/1000 ---------- lr: 0.0005 train loss: 0.3965 val loss: 0.1485 Epoch 978/1000 ---------- lr: 0.0005 train loss: 0.3953 val loss: 0.1451 Epoch 979/1000 ---------- lr: 0.0005 train loss: 0.3939 val loss: 0.1429 Epoch 980/1000 ---------- lr: 0.0005 train loss: 0.3930 val loss: 0.1560 Epoch 981/1000 ---------- lr: 0.0005 train loss: 0.3941 val loss: 0.1437 Epoch 982/1000 ---------- lr: 0.0005 train loss: 0.3925 val loss: 0.1583 Epoch 983/1000 ---------- lr: 0.0005 train loss: 0.3962 val loss: 0.1472 Epoch 984/1000 ---------- lr: 0.0005 train loss: 0.3937 val loss: 0.1465 Epoch 985/1000 ---------- lr: 0.0005 train loss: 0.3948 val loss: 0.1436 Epoch 986/1000 ---------- lr: 0.0005 train loss: 0.3949 val loss: 0.1459 Epoch 987/1000 ---------- lr: 0.0005 train loss: 0.3944 val loss: 0.1453 Epoch 988/1000 ---------- lr: 0.0005 train loss: 0.3939 val loss: 0.1434 Epoch 989/1000 ---------- lr: 0.0005 train loss: 0.3956 val loss: 0.1407 Epoch 990/1000 ---------- lr: 0.0005 train loss: 0.3947 val loss: 0.1450 Epoch 991/1000 ---------- lr: 0.0005 train loss: 0.3962 val loss: 0.1397 Epoch 992/1000 ---------- lr: 0.0005 train loss: 0.3952 val loss: 0.1427 Epoch 993/1000 ---------- lr: 0.0005 train loss: 0.3965 val loss: 0.1432 Epoch 994/1000 ---------- lr: 0.0005 train loss: 0.3932 val loss: 0.1584 Epoch 995/1000 ---------- lr: 0.0005 train loss: 0.3953 val loss: 0.1512 Epoch 996/1000 ---------- lr: 0.0005 train loss: 0.3944 val loss: 0.1528 Epoch 997/1000 ---------- lr: 0.0005 train loss: 0.3965 val loss: 0.2208 Epoch 998/1000 ---------- lr: 0.0005 train loss: 0.3943 val loss: 0.2147 Epoch 999/1000 ---------- lr: 0.0005 train loss: 0.3947 val loss: 0.2100 Epoch 1000/1000 ---------- lr: 0.0005 train loss: 0.3953 val loss: 0.1524 Training complete in 238m 58s Best val loss: 0.0853 at epoch 884 Val MSE at best epoch: 0.0354