Task 13664304
| Name | ParityModified-1647047778-8352-2-0_0 |
| Workunit | 10756595 |
| Created | 23 Mar 2022, 14:03:59 UTC |
| Sent | 31 Mar 2022, 8:24:28 UTC |
| Report deadline | 8 Apr 2022, 8:24:28 UTC |
| Received | 1 Apr 2022, 7:26:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11005 |
| Run time | 40 min 3 sec |
| CPU time | 38 min 47 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,446.95 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.36 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ain:574] : INFO : Epoch 1542 | loss: 0.0311393 | val_loss: 0.0311717 | Time: 1100.61 ms [2022-04-01 18:16:47 main:574] : INFO : Epoch 1543 | loss: 0.0311427 | val_loss: 0.0311643 | Time: 1103.33 ms [2022-04-01 18:16:48 main:574] : INFO : Epoch 1544 | loss: 0.0311421 | val_loss: 0.0311652 | Time: 1181.63 ms [2022-04-01 18:16:49 main:574] : INFO : Epoch 1545 | loss: 0.0311346 | val_loss: 0.0311705 | Time: 1057.31 ms [2022-04-01 18:16:50 main:574] : INFO : Epoch 1546 | loss: 0.0311316 | val_loss: 0.0311672 | Time: 1174.72 ms [2022-04-01 18:16:51 main:574] : INFO : Epoch 1547 | loss: 0.0311395 | val_loss: 0.031169 | Time: 1220.39 ms [2022-04-01 18:16:52 main:574] : INFO : Epoch 1548 | loss: 0.031147 | val_loss: 0.0311745 | Time: 1100.99 ms [2022-04-01 18:16:54 main:574] : INFO : Epoch 1549 | loss: 0.0311409 | val_loss: 0.0311699 | Time: 1149.53 ms [2022-04-01 18:16:55 main:574] : INFO : Epoch 1550 | loss: 0.0311409 | val_loss: 0.0311651 | Time: 1086.14 ms [2022-04-01 18:16:56 main:574] : INFO : Epoch 1551 | loss: 0.031136 | val_loss: 0.0311674 | Time: 1097.91 ms [2022-04-01 18:16:57 main:574] : INFO : Epoch 1552 | loss: 0.0311373 | val_loss: 0.0311682 | Time: 1151.48 ms [2022-04-01 18:16:58 main:574] : INFO : Epoch 1553 | loss: 0.0311373 | val_loss: 0.0311719 | Time: 1271.9 ms [2022-04-01 18:17:00 main:574] : INFO : Epoch 1554 | loss: 0.0311331 | val_loss: 0.0311692 | Time: 1324.62 ms [2022-04-01 18:17:01 main:574] : INFO : Epoch 1555 | loss: 0.0311294 | val_loss: 0.0311692 | Time: 1180.7 ms [2022-04-01 18:17:02 main:574] : INFO : Epoch 1556 | loss: 0.0311272 | val_loss: 0.0311709 | Time: 1199.22 ms [2022-04-01 18:17:03 main:574] : INFO : Epoch 1557 | loss: 0.031127 | val_loss: 0.0311703 | Time: 1147.12 ms [2022-04-01 18:17:04 main:574] : INFO : Epoch 1558 | loss: 0.0311253 | val_loss: 0.0311718 | Time: 1098.7 ms [2022-04-01 18:17:05 main:574] : INFO : Epoch 1559 | loss: 0.0311249 | val_loss: 0.0311724 | Time: 1074.12 ms [2022-04-01 18:17:06 main:574] : INFO : Epoch 1560 | loss: 0.0311251 | val_loss: 0.031173 | Time: 1215.4 ms [2022-04-01 18:17:08 main:574] : INFO : Epoch 1561 | loss: 0.0311235 | val_loss: 0.031172 | Time: 1083.15 ms [2022-04-01 18:17:09 main:574] : INFO : Epoch 1562 | loss: 0.0311239 | val_loss: 0.0311743 | Time: 1222.83 ms [2022-04-01 18:17:10 main:574] : INFO : Epoch 1563 | loss: 0.0311217 | val_loss: 0.0311665 | Time: 1282.83 ms [2022-04-01 18:17:11 main:574] : INFO : Epoch 1564 | loss: 0.0311241 | val_loss: 0.0311755 | Time: 1151.72 ms [2022-04-01 18:17:12 main:574] : INFO : Epoch 1565 | loss: 0.031123 | val_loss: 0.0311723 | Time: 1083.1 ms [2022-04-01 18:17:14 main:574] : INFO : Epoch 1566 | loss: 0.0311214 | val_loss: 0.0311695 | Time: 1229.87 ms [2022-04-01 18:17:15 main:574] : INFO : Epoch 1567 | loss: 0.0311214 | val_loss: 0.0311696 | Time: 1224.57 ms [2022-04-01 18:17:16 main:574] : INFO : Epoch 1568 | loss: 0.0311234 | val_loss: 0.0311777 | Time: 1161.88 ms [2022-04-01 18:17:17 main:574] : INFO : Epoch 1569 | loss: 0.0311222 | val_loss: 0.03117 | Time: 1133.54 ms [2022-04-01 18:17:18 main:574] : INFO : Epoch 1570 | loss: 0.0311205 | val_loss: 0.0311716 | Time: 1123.25 ms [2022-04-01 18:17:20 main:574] : INFO : Epoch 1571 | loss: 0.0311187 | val_loss: 0.0311698 | Time: 1237.83 ms [2022-04-01 18:17:21 main:574] : INFO : Epoch 1572 | loss: 0.0311198 | val_loss: 0.031173 | Time: 1141.85 ms [2022-04-01 18:17:22 main:574] : INFO : Epoch 1573 | loss: 0.0311365 | val_loss: 0.0311669 | Time: 1267.63 ms [2022-04-01 18:17:23 main:574] : INFO : Epoch 1574 | loss: 0.0311357 | val_loss: 0.0311711 | Time: 1140.56 ms [2022-04-01 18:17:24 main:574] : INFO : Epoch 1575 | loss: 0.0311316 | val_loss: 0.0311654 | Time: 1084.35 ms [2022-04-01 18:17:25 main:574] : INFO : Epoch 1576 | loss: 0.0311328 | val_loss: 0.0311711 | Time: 1080.37 ms [2022-04-01 18:17:26 main:574] : INFO : Epoch 1577 | loss: 0.0311342 | val_loss: 0.0311667 | Time: 1077.55 ms [2022-04-01 18:17:27 main:574] : INFO : Epoch 1578 | loss: 0.0311308 | val_loss: 0.0311717 | Time: 1113.8 ms [2022-04-01 18:17:29 main:574] : INFO : Epoch 1579 | loss: 0.0311272 | val_loss: 0.0311756 | Time: 1304.95 ms [2022-04-01 18:17:30 main:574] : INFO : Epoch 1580 | loss: 0.0311269 | val_loss: 0.0311707 | Time: 1250.43 ms [2022-04-01 18:17:31 main:574] : INFO : Epoch 1581 | loss: 0.0311236 | val_loss: 0.0311839 | Time: 1283.82 ms [2022-04-01 18:17:33 main:574] : INFO : Epoch 1582 | loss: 0.0311232 | val_loss: 0.0311725 | Time: 1223.38 ms [2022-04-01 18:17:34 main:574] : INFO : Epoch 1583 | loss: 0.0311194 | val_loss: 0.0311775 | Time: 1348.91 ms [2022-04-01 18:17:35 main:574] : INFO : Epoch 1584 | loss: 0.0311197 | val_loss: 0.0311737 | Time: 1085.37 ms [2022-04-01 18:17:36 main:574] : INFO : Epoch 1585 | loss: 0.0311167 | val_loss: 0.0311832 | Time: 1125.18 ms [2022-04-01 18:17:37 main:574] : INFO : Epoch 1586 | loss: 0.0311171 | val_loss: 0.0311765 | Time: 1231.75 ms [2022-04-01 18:17:39 main:574] : INFO : Epoch 1587 | loss: 0.03112 | val_loss: 0.0311745 | Time: 1187.05 ms [2022-04-01 18:17:40 main:574] : INFO : Epoch 1588 | loss: 0.0311217 | val_loss: 0.031177 | Time: 1280.27 ms [2022-04-01 18:17:41 main:574] : INFO : Epoch 1589 | loss: 0.0311195 | val_loss: 0.0311769 | Time: 1132.26 ms [2022-04-01 18:17:42 main:574] : INFO : Epoch 1590 | loss: 0.0311188 | val_loss: 0.0311779 | Time: 1112.39 ms [2022-04-01 18:17:43 main:574] : INFO : Epoch 1591 | loss: 0.0311158 | val_loss: 0.0311836 | Time: 1155.15 ms [2022-04-01 18:17:44 main:574] : INFO : Epoch 1592 | loss: 0.031117 | val_loss: 0.031186 | Time: 1172.45 ms [2022-04-01 18:17:46 main:574] : INFO : Epoch 1593 | loss: 0.0311175 | val_loss: 0.0311771 | Time: 1163.78 ms [2022-04-01 18:17:47 main:574] : INFO : Epoch 1594 | loss: 0.031118 | val_loss: 0.0311789 | Time: 1182.89 ms [2022-04-01 18:17:48 main:574] : INFO : Epoch 1595 | loss: 0.0311214 | val_loss: 0.0311754 | Time: 1099.23 ms [2022-04-01 18:17:49 main:574] : INFO : Epoch 1596 | loss: 0.0311238 | val_loss: 0.031179 | Time: 1227.11 ms [2022-04-01 18:17:50 main:574] : INFO : Epoch 1597 | loss: 0.0311204 | val_loss: 0.0311757 | Time: 1256.18 ms [2022-04-01 18:17:52 main:574] : INFO : Epoch 1598 | loss: 0.0311186 | val_loss: 0.0311767 | Time: 1251.82 ms [2022-04-01 18:17:53 main:574] : INFO : Epoch 1599 | loss: 0.0311213 | val_loss: 0.0311793 | Time: 1129.65 ms [2022-04-01 18:17:54 main:574] : INFO : Epoch 1600 | loss: 0.0311216 | val_loss: 0.0311744 | Time: 1264.13 ms [2022-04-01 18:17:55 main:574] : INFO : Epoch 1601 | loss: 0.031119 | val_loss: 0.0311731 | Time: 1239.84 ms [2022-04-01 18:17:57 main:574] : INFO : Epoch 1602 | loss: 0.0311163 | val_loss: 0.0311806 | Time: 1218.96 ms [2022-04-01 18:17:58 main:574] : INFO : Epoch 1603 | loss: 0.0311179 | val_loss: 0.0311738 | Time: 1190.09 ms [2022-04-01 18:17:59 main:574] : INFO : Epoch 1604 | loss: 0.0311169 | val_loss: 0.0311837 | Time: 1130.04 ms [2022-04-01 18:18:00 main:574] : INFO : Epoch 1605 | loss: 0.0311138 | val_loss: 0.0311781 | Time: 1128.01 ms [2022-04-01 18:18:01 main:574] : INFO : Epoch 1606 | loss: 0.0311123 | val_loss: 0.0311761 | Time: 1125.32 ms [2022-04-01 18:18:02 main:574] : INFO : Epoch 1607 | loss: 0.0311128 | val_loss: 0.0311795 | Time: 1167.54 ms [2022-04-01 18:18:03 main:574] : INFO : Epoch 1608 | loss: 0.0311178 | val_loss: 0.0311733 | Time: 1173.85 ms [2022-04-01 18:18:05 main:574] : INFO : Epoch 1609 | loss: 0.0311266 | val_loss: 0.0311772 | Time: 1101.47 ms [2022-04-01 18:18:06 main:574] : INFO : Epoch 1610 | loss: 0.0311244 | val_loss: 0.0311771 | Time: 1060.47 ms [2022-04-01 18:18:07 main:574] : INFO : Epoch 1611 | loss: 0.0311238 | val_loss: 0.0311723 | Time: 1144.2 ms [2022-04-01 18:18:08 main:574] : INFO : Epoch 1612 | loss: 0.0311226 | val_loss: 0.0311793 | Time: 1159.11 ms [2022-04-01 18:18:09 main:574] : INFO : Epoch 1613 | loss: 0.0311207 | val_loss: 0.031171 | Time: 1044.58 ms [2022-04-01 18:18:10 main:574] : INFO : Epoch 1614 | loss: 0.031122 | val_loss: 0.0311774 | Time: 1064.35 ms [2022-04-01 18:18:11 main:574] : INFO : Epoch 1615 | loss: 0.0311261 | val_loss: 0.0311718 | Time: 1108.22 ms [2022-04-01 18:18:12 main:574] : INFO : Epoch 1616 | loss: 0.0311239 | val_loss: 0.0311788 | Time: 1030.13 ms [2022-04-01 18:18:13 main:574] : INFO : Epoch 1617 | loss: 0.031123 | val_loss: 0.0311752 | Time: 1063.75 ms [2022-04-01 18:18:15 main:574] : INFO : Epoch 1618 | loss: 0.0311201 | val_loss: 0.03118 | Time: 1271.44 ms [2022-04-01 18:18:16 main:574] : INFO : Epoch 1619 | loss: 0.031121 | val_loss: 0.0311794 | Time: 1075.18 ms [2022-04-01 18:18:17 main:574] : INFO : Epoch 1620 | loss: 0.0311197 | val_loss: 0.0311799 | Time: 1153.74 ms [2022-04-01 18:18:18 main:574] : INFO : Epoch 1621 | loss: 0.0311191 | val_loss: 0.0311794 | Time: 1024.9 ms [2022-04-01 18:18:19 main:574] : INFO : Epoch 1622 | loss: 0.0311317 | val_loss: 0.0311749 | Time: 1067.56 ms [2022-04-01 18:18:20 main:574] : INFO : Epoch 1623 | loss: 0.0311307 | val_loss: 0.0311731 | Time: 1068.82 ms [2022-04-01 18:18:21 main:574] : INFO : Epoch 1624 | loss: 0.0311275 | val_loss: 0.0311688 | Time: 1141.29 ms [2022-04-01 18:18:22 main:574] : INFO : Epoch 1625 | loss: 0.0311226 | val_loss: 0.0311736 | Time: 1113.69 ms [2022-04-01 18:18:23 main:574] : INFO : Epoch 1626 | loss: 0.031124 | val_loss: 0.031174 | Time: 1184.9 ms [2022-04-01 18:18:25 main:574] : INFO : Epoch 1627 | loss: 0.0311199 | val_loss: 0.0311782 | Time: 1197.19 ms [2022-04-01 18:18:26 main:574] : INFO : Epoch 1628 | loss: 0.0311188 | val_loss: 0.0311793 | Time: 1123.51 ms [2022-04-01 18:18:27 main:574] : INFO : Epoch 1629 | loss: 0.0311174 | val_loss: 0.031175 | Time: 1153.57 ms [2022-04-01 18:18:28 main:574] : INFO : Epoch 1630 | loss: 0.0311162 | val_loss: 0.0311772 | Time: 1102.5 ms [2022-04-01 18:18:29 main:574] : INFO : Epoch 1631 | loss: 0.0311164 | val_loss: 0.0311743 | Time: 1070.92 ms [2022-04-01 18:18:30 main:574] : INFO : Epoch 1632 | loss: 0.0311174 | val_loss: 0.031183 | Time: 1179.59 ms [2022-04-01 18:18:31 main:574] : INFO : Epoch 1633 | loss: 0.0311348 | val_loss: 0.0311771 | Time: 1118.04 ms [2022-04-01 18:18:33 main:574] : INFO : Epoch 1634 | loss: 0.0311333 | val_loss: 0.031174 | Time: 1296.11 ms [2022-04-01 18:18:34 main:574] : INFO : Epoch 1635 | loss: 0.031131 | val_loss: 0.0311764 | Time: 1120.13 ms [2022-04-01 18:18:35 main:574] : INFO : Epoch 1636 | loss: 0.0311253 | val_loss: 0.0311761 | Time: 1107.6 ms [2022-04-01 18:18:36 main:574] : INFO : Epoch 1637 | loss: 0.0311242 | val_loss: 0.0311814 | Time: 1085.76 ms [2022-04-01 18:18:37 main:574] : INFO : Epoch 1638 | loss: 0.0311311 | val_loss: 0.0311825 | Time: 1048 ms [2022-04-01 18:18:38 main:574] : INFO : Epoch 1639 | loss: 0.0311358 | val_loss: 0.0311695 | Time: 1189.13 ms [2022-04-01 18:18:39 main:574] : INFO : Epoch 1640 | loss: 0.0311428 | val_loss: 0.0311741 | Time: 1132.09 ms [2022-04-01 18:18:41 main:574] : INFO : Epoch 1641 | loss: 0.0311404 | val_loss: 0.0311727 | Time: 1163.06 ms [2022-04-01 18:18:42 main:574] : INFO : Epoch 1642 | loss: 0.0311325 | val_loss: 0.0311749 | Time: 1197.31 ms [2022-04-01 18:18:43 main:574] : INFO : Epoch 1643 | loss: 0.0311309 | val_loss: 0.0311748 | Time: 1187.22 ms [2022-04-01 18:18:44 main:574] : INFO : Epoch 1644 | loss: 0.0311297 | val_loss: 0.0311779 | Time: 1096.05 ms [2022-04-01 18:18:45 main:574] : INFO : Epoch 1645 | loss: 0.0311263 | val_loss: 0.0311737 | Time: 1132.06 ms [2022-04-01 18:18:46 main:574] : INFO : Epoch 1646 | loss: 0.0311244 | val_loss: 0.0311731 | Time: 1146.03 ms [2022-04-01 18:18:47 main:574] : INFO : Epoch 1647 | loss: 0.0311249 | val_loss: 0.0311754 | Time: 1036.86 ms [2022-04-01 18:18:49 main:574] : INFO : Epoch 1648 | loss: 0.0311239 | val_loss: 0.0311767 | Time: 1165.17 ms [2022-04-01 18:18:50 main:574] : INFO : Epoch 1649 | loss: 0.031137 | val_loss: 0.0311829 | Time: 1124.25 ms [2022-04-01 18:18:51 main:574] : INFO : Epoch 1650 | loss: 0.0311316 | val_loss: 0.0311693 | Time: 1030.34 ms [2022-04-01 18:18:52 main:574] : INFO : Epoch 1651 | loss: 0.0311235 | val_loss: 0.0311735 | Time: 1107.01 ms [2022-04-01 18:18:53 main:574] : INFO : Epoch 1652 | loss: 0.0311297 | val_loss: 0.0311763 | Time: 1099.54 ms [2022-04-01 18:18:54 main:574] : INFO : Epoch 1653 | loss: 0.0311272 | val_loss: 0.031171 | Time: 1118.93 ms [2022-04-01 18:18:55 main:574] : INFO : Epoch 1654 | loss: 0.0311283 | val_loss: 0.0311743 | Time: 1171.32 ms [2022-04-01 18:18:56 main:574] : INFO : Epoch 1655 | loss: 0.0311281 | val_loss: 0.0311717 | Time: 1039.19 ms [2022-04-01 18:18:57 main:574] : INFO : Epoch 1656 | loss: 0.0311258 | val_loss: 0.0311813 | Time: 1148.48 ms [2022-04-01 18:18:59 main:574] : INFO : Epoch 1657 | loss: 0.0311253 | val_loss: 0.0311724 | Time: 1262.25 ms [2022-04-01 18:19:00 main:574] : INFO : Epoch 1658 | loss: 0.0311226 | val_loss: 0.0311826 | Time: 1046.57 ms [2022-04-01 18:19:01 main:574] : INFO : Epoch 1659 | loss: 0.0311198 | val_loss: 0.0311716 | Time: 1072.97 ms [2022-04-01 18:19:02 main:574] : INFO : Epoch 1660 | loss: 0.0311204 | val_loss: 0.0311765 | Time: 1246.42 ms [2022-04-01 18:19:03 main:574] : INFO : Epoch 1661 | loss: 0.0311241 | val_loss: 0.031178 | Time: 1150.2 ms [2022-04-01 18:19:04 main:574] : INFO : Epoch 1662 | loss: 0.0311203 | val_loss: 0.0311751 | Time: 1164.71 ms [2022-04-01 18:19:05 main:574] : INFO : Epoch 1663 | loss: 0.0311203 | val_loss: 0.0311756 | Time: 1059.14 ms [2022-04-01 18:19:07 main:574] : INFO : Epoch 1664 | loss: 0.0311207 | val_loss: 0.0311773 | Time: 1104.23 ms [2022-04-01 18:19:08 main:574] : INFO : Epoch 1665 | loss: 0.0311186 | val_loss: 0.0311777 | Time: 1112.62 ms [2022-04-01 18:19:09 main:574] : INFO : Epoch 1666 | loss: 0.0311175 | val_loss: 0.0311793 | Time: 1196.71 ms [2022-04-01 18:19:10 main:574] : INFO : Epoch 1667 | loss: 0.0311167 | val_loss: 0.0311794 | Time: 1065.83 ms [2022-04-01 18:19:11 main:574] : INFO : Epoch 1668 | loss: 0.0311225 | val_loss: 0.0311773 | Time: 1171.31 ms [2022-04-01 18:19:12 main:574] : INFO : Epoch 1669 | loss: 0.0311259 | val_loss: 0.0311701 | Time: 1050.92 ms [2022-04-01 18:19:13 main:574] : INFO : Epoch 1670 | loss: 0.0311236 | val_loss: 0.0311753 | Time: 1076.24 ms [2022-04-01 18:19:14 main:574] : INFO : Epoch 1671 | loss: 0.0311189 | val_loss: 0.031178 | Time: 1107.43 ms [2022-04-01 18:19:16 main:574] : INFO : Epoch 1672 | loss: 0.0311223 | val_loss: 0.0311746 | Time: 1140.7 ms [2022-04-01 18:19:17 main:574] : INFO : Epoch 1673 | loss: 0.0311184 | val_loss: 0.0311829 | Time: 1059.2 ms [2022-04-01 18:19:18 main:574] : INFO : Epoch 1674 | loss: 0.0311161 | val_loss: 0.0311845 | Time: 1084.2 ms [2022-04-01 18:19:19 main:574] : INFO : Epoch 1675 | loss: 0.0311148 | val_loss: 0.0311808 | Time: 1078.19 ms [2022-04-01 18:19:20 main:574] : INFO : Epoch 1676 | loss: 0.0311126 | val_loss: 0.0311751 | Time: 1222.42 ms [2022-04-01 18:19:21 main:574] : INFO : Epoch 1677 | loss: 0.0311143 | val_loss: 0.031179 | Time: 1095.26 ms [2022-04-01 18:19:22 main:574] : INFO : Epoch 1678 | loss: 0.0311192 | val_loss: 0.0311809 | Time: 1214.1 ms [2022-04-01 18:19:23 main:574] : INFO : Epoch 1679 | loss: 0.0311181 | val_loss: 0.0311769 | Time: 1058.13 ms [2022-04-01 18:19:25 main:574] : INFO : Epoch 1680 | loss: 0.0311263 | val_loss: 0.0311697 | Time: 1149.76 ms [2022-04-01 18:19:26 main:574] : INFO : Epoch 1681 | loss: 0.031144 | val_loss: 0.0311676 | Time: 1094.03 ms [2022-04-01 18:19:27 main:574] : INFO : Epoch 1682 | loss: 0.0311369 | val_loss: 0.0311686 | Time: 1143.21 ms [2022-04-01 18:19:28 main:574] : INFO : Epoch 1683 | loss: 0.0311549 | val_loss: 0.0312444 | Time: 1082.95 ms [2022-04-01 18:19:29 main:574] : INFO : Epoch 1684 | loss: 0.031241 | val_loss: 0.0312412 | Time: 1242.37 ms [2022-04-01 18:19:30 main:574] : INFO : Epoch 1685 | loss: 0.0312374 | val_loss: 0.03124 | Time: 1149.76 ms [2022-04-01 18:19:31 main:574] : INFO : Epoch 1686 | loss: 0.031235 | val_loss: 0.0312338 | Time: 1092.29 ms [2022-04-01 18:19:32 main:574] : INFO : Epoch 1687 | loss: 0.0312313 | val_loss: 0.0312323 | Time: 1096.97 ms [2022-04-01 18:19:34 main:574] : INFO : Epoch 1688 | loss: 0.0312309 | val_loss: 0.0312431 | Time: 1117.98 ms [2022-04-01 18:19:35 main:574] : INFO : Epoch 1689 | loss: 0.0312328 | val_loss: 0.0312292 | Time: 1101.32 ms [2022-04-01 18:19:36 main:574] : INFO : Epoch 1690 | loss: 0.0312275 | val_loss: 0.0312275 | Time: 1187.01 ms [2022-04-01 18:19:37 main:574] : INFO : Epoch 1691 | loss: 0.031227 | val_loss: 0.0312252 | Time: 1161.26 ms [2022-04-01 18:19:38 main:574] : INFO : Epoch 1692 | loss: 0.0312254 | val_loss: 0.0312304 | Time: 1122.09 ms [2022-04-01 18:19:39 main:574] : INFO : Epoch 1693 | loss: 0.0312251 | val_loss: 0.0312232 | Time: 1134.92 ms [2022-04-01 18:19:40 main:574] : INFO : Epoch 1694 | loss: 0.0312238 | val_loss: 0.0312276 | Time: 1075.85 ms [2022-04-01 18:19:42 main:574] : INFO : Epoch 1695 | loss: 0.031222 | val_loss: 0.0312231 | Time: 1093.52 ms [2022-04-01 18:19:43 main:574] : INFO : Epoch 1696 | loss: 0.0312233 | val_loss: 0.0312231 | Time: 1150.98 ms [2022-04-01 18:19:44 main:574] : INFO : Epoch 1697 | loss: 0.0312225 | val_loss: 0.0312239 | Time: 1230.44 ms [2022-04-01 18:19:45 main:574] : INFO : Epoch 1698 | loss: 0.0312205 | val_loss: 0.0312209 | Time: 1162.98 ms [2022-04-01 18:19:46 main:574] : INFO : Epoch 1699 | loss: 0.0312201 | val_loss: 0.0312201 | Time: 1152.72 ms [2022-04-01 18:19:47 main:574] : INFO : Epoch 1700 | loss: 0.0312194 | val_loss: 0.0312192 | Time: 1107.28 ms [2022-04-01 18:19:48 main:574] : INFO : Epoch 1701 | loss: 0.0312224 | val_loss: 0.0312229 | Time: 1070.63 ms [2022-04-01 18:19:50 main:574] : INFO : Epoch 1702 | loss: 0.0312209 | val_loss: 0.031225 | Time: 1156.44 ms [2022-04-01 18:19:51 main:574] : INFO : Epoch 1703 | loss: 0.0312199 | val_loss: 0.0312196 | Time: 1032.5 ms [2022-04-01 18:19:52 main:574] : INFO : Epoch 1704 | loss: 0.0312208 | val_loss: 0.0312216 | Time: 1161.72 ms [2022-04-01 18:19:53 main:574] : INFO : Epoch 1705 | loss: 0.0312196 | val_loss: 0.0312213 | Time: 1095.21 ms [2022-04-01 18:19:54 main:574] : INFO : Epoch 1706 | loss: 0.0312193 | val_loss: 0.0312182 | Time: 1105.49 ms [2022-04-01 18:19:55 main:574] : INFO : Epoch 1707 | loss: 0.0312191 | val_loss: 0.0312186 | Time: 1097.71 ms [2022-04-01 18:19:56 main:574] : INFO : Epoch 1708 | loss: 0.0312169 | val_loss: 0.0312189 | Time: 1091.84 ms [2022-04-01 18:19:57 main:574] : INFO : Epoch 1709 | loss: 0.0312173 | val_loss: 0.0312161 | Time: 1039.02 ms [2022-04-01 18:19:58 main:574] : INFO : Epoch 1710 | loss: 0.0312177 | val_loss: 0.0312193 | Time: 1078.35 ms [2022-04-01 18:19:59 main:574] : INFO : Epoch 1711 | loss: 0.0312165 | val_loss: 0.0312203 | Time: 1092.72 ms [2022-04-01 18:20:01 main:574] : INFO : Epoch 1712 | loss: 0.0312158 | val_loss: 0.031217 | Time: 1279.19 ms [2022-04-01 18:20:02 main:574] : INFO : Epoch 1713 | loss: 0.0312165 | val_loss: 0.0312195 | Time: 1246.39 ms [2022-04-01 18:20:03 main:574] : INFO : Epoch 1714 | loss: 0.0312157 | val_loss: 0.0312162 | Time: 1125.83 ms [2022-04-01 18:20:04 main:574] : INFO : Epoch 1715 | loss: 0.0312151 | val_loss: 0.0312162 | Time: 1093.38 ms [2022-04-01 18:20:05 main:574] : INFO : Epoch 1716 | loss: 0.0312157 | val_loss: 0.0312155 | Time: 1100.41 ms [2022-04-01 18:20:06 main:574] : INFO : Epoch 1717 | loss: 0.0312157 | val_loss: 0.0312152 | Time: 1129.96 ms [2022-04-01 18:20:07 main:574] : INFO : Epoch 1718 | loss: 0.0312174 | val_loss: 0.0312162 | Time: 1049.42 ms [2022-04-01 18:20:09 main:574] : INFO : Epoch 1719 | loss: 0.0312157 | val_loss: 0.0312161 | Time: 1307.96 ms [2022-04-01 18:20:10 main:574] : INFO : Epoch 1720 | loss: 0.0312158 | val_loss: 0.0312151 | Time: 1071.88 ms [2022-04-01 18:20:11 main:574] : INFO : Epoch 1721 | loss: 0.0312154 | val_loss: 0.0312164 | Time: 1123.35 ms [2022-04-01 18:20:12 main:574] : INFO : Epoch 1722 | loss: 0.0312138 | val_loss: 0.0312147 | Time: 1203.05 ms [2022-04-01 18:20:13 main:574] : INFO : Epoch 1723 | loss: 0.0312134 | val_loss: 0.0312143 | Time: 1072.87 ms [2022-04-01 18:20:14 main:574] : INFO : Epoch 1724 | loss: 0.0312138 | val_loss: 0.0312182 | Time: 1076.18 ms [2022-04-01 18:20:15 main:574] : INFO : Epoch 1725 | loss: 0.0312139 | val_loss: 0.0312142 | Time: 1080.39 ms [2022-04-01 18:20:17 main:574] : INFO : Epoch 1726 | loss: 0.0312129 | val_loss: 0.031214 | Time: 1117.64 ms [2022-04-01 18:20:18 main:574] : INFO : Epoch 1727 | loss: 0.0312131 | val_loss: 0.0312149 | Time: 1144.68 ms [2022-04-01 18:20:19 main:574] : INFO : Epoch 1728 | loss: 0.0312131 | val_loss: 0.0312147 | Time: 1074.28 ms [2022-04-01 18:20:20 main:574] : INFO : Epoch 1729 | loss: 0.0312123 | val_loss: 0.0312139 | Time: 1032.43 ms [2022-04-01 18:20:21 main:574] : INFO : Epoch 1730 | loss: 0.0312128 | val_loss: 0.0312133 | Time: 1115.02 ms [2022-04-01 18:20:22 main:574] : INFO : Epoch 1731 | loss: 0.0312119 | val_loss: 0.0312133 | Time: 1151.5 ms [2022-04-01 18:20:23 main:574] : INFO : Epoch 1732 | loss: 0.0312111 | val_loss: 0.031219 | Time: 1022.33 ms [2022-04-01 18:20:24 main:574] : INFO : Epoch 1733 | loss: 0.0312136 | val_loss: 0.0312141 | Time: 1104.21 ms [2022-04-01 18:20:25 main:574] : INFO : Epoch 1734 | loss: 0.0312119 | val_loss: 0.0312134 | Time: 1188.63 ms [2022-04-01 18:20:27 main:574] : INFO : Epoch 1735 | loss: 0.0312111 | val_loss: 0.0312131 | Time: 1140.11 ms [2022-04-01 18:20:28 main:574] : INFO : Epoch 1736 | loss: 0.0312115 | val_loss: 0.0312179 | Time: 1102.99 ms [2022-04-01 18:20:29 main:574] : INFO : Epoch 1737 | loss: 0.0312133 | val_loss: 0.0312184 | Time: 1077.73 ms [2022-04-01 18:20:30 main:574] : INFO : Epoch 1738 | loss: 0.0312134 | val_loss: 0.0312142 | Time: 1070.67 ms [2022-04-01 18:20:31 main:574] : INFO : Epoch 1739 | loss: 0.0312142 | val_loss: 0.0312147 | Time: 1111.22 ms [2022-04-01 18:20:32 main:574] : INFO : Epoch 1740 | loss: 0.0312117 | val_loss: 0.0312128 | Time: 1086.33 ms [2022-04-01 18:20:33 main:574] : INFO : Epoch 1741 | loss: 0.0312111 | val_loss: 0.0312144 | Time: 1151.03 ms [2022-04-01 18:20:34 main:574] : INFO : Epoch 1742 | loss: 0.031212 | val_loss: 0.0312121 | Time: 1199.91 ms [2022-04-01 18:20:36 main:574] : INFO : Epoch 1743 | loss: 0.0312114 | val_loss: 0.0312122 | Time: 1256.18 ms [2022-04-01 18:20:37 main:574] : INFO : Epoch 1744 | loss: 0.0312104 | val_loss: 0.0312129 | Time: 1133.07 ms [2022-04-01 18:20:38 main:574] : INFO : Epoch 1745 | loss: 0.0312119 | val_loss: 0.0312143 | Time: 1121.05 ms [2022-04-01 18:20:39 main:574] : INFO : Epoch 1746 | loss: 0.0312117 | val_loss: 0.0312152 | Time: 1282.16 ms [2022-04-01 18:20:40 main:574] : INFO : Epoch 1747 | loss: 0.0312152 | val_loss: 0.0312157 | Time: 1045.13 ms [2022-04-01 18:20:41 main:574] : INFO : Epoch 1748 | loss: 0.0312131 | val_loss: 0.0312124 | Time: 1112.15 ms [2022-04-01 18:20:42 main:574] : INFO : Epoch 1749 | loss: 0.0312116 | val_loss: 0.0312124 | Time: 1129.53 ms [2022-04-01 18:20:44 main:574] : INFO : Epoch 1750 | loss: 0.0312114 | val_loss: 0.0312216 | Time: 1307.7 ms [2022-04-01 18:20:45 main:574] : INFO : Epoch 1751 | loss: 0.0312202 | val_loss: 0.0312166 | Time: 1156.42 ms [2022-04-01 18:20:46 main:574] : INFO : Epoch 1752 | loss: 0.0312149 | val_loss: 0.0312147 | Time: 1198.6 ms [2022-04-01 18:20:47 main:574] : INFO : Epoch 1753 | loss: 0.0312112 | val_loss: 0.0312125 | Time: 1249.45 ms [2022-04-01 18:20:49 main:574] : INFO : Epoch 1754 | loss: 0.0312104 | val_loss: 0.0312116 | Time: 1173.56 ms [2022-04-01 18:20:50 main:574] : INFO : Epoch 1755 | loss: 0.0312099 | val_loss: 0.0312114 | Time: 1130.8 ms [2022-04-01 18:20:51 main:574] : INFO : Epoch 1756 | loss: 0.0312095 | val_loss: 0.0312113 | Time: 1100.58 ms [2022-04-01 18:20:52 main:574] : INFO : Epoch 1757 | loss: 0.0312094 | val_loss: 0.0312115 | Time: 1103.22 ms [2022-04-01 18:20:53 main:574] : INFO : Epoch 1758 | loss: 0.0312082 | val_loss: 0.0312108 | Time: 1105.55 ms [2022-04-01 18:20:54 main:574] : INFO : Epoch 1759 | loss: 0.0312088 | val_loss: 0.031211 | Time: 1140.71 ms [2022-04-01 18:20:55 main:574] : INFO : Epoch 1760 | loss: 0.0312091 | val_loss: 0.0312128 | Time: 1141.6 ms [2022-04-01 18:20:57 main:574] : INFO : Epoch 1761 | loss: 0.0312091 | val_loss: 0.0312143 | Time: 1161.04 ms [2022-04-01 18:20:58 main:574] : INFO : Epoch 1762 | loss: 0.0312092 | val_loss: 0.0312126 | Time: 1111.93 ms [2022-04-01 18:20:59 main:574] : INFO : Epoch 1763 | loss: 0.0312091 | val_loss: 0.0312154 | Time: 1126.95 ms [2022-04-01 18:21:00 main:574] : INFO : Epoch 1764 | loss: 0.0312129 | val_loss: 0.0312134 | Time: 1150.97 ms [2022-04-01 18:21:01 main:574] : INFO : Epoch 1765 | loss: 0.0312085 | val_loss: 0.0312102 | Time: 1271.52 ms [2022-04-01 18:21:02 main:574] : INFO : Epoch 1766 | loss: 0.0312076 | val_loss: 0.0312115 | Time: 1191.59 ms [2022-04-01 18:21:04 main:574] : INFO : Epoch 1767 | loss: 0.0312083 | val_loss: 0.0312108 | Time: 1169.52 ms [2022-04-01 18:21:05 main:574] : INFO : Epoch 1768 | loss: 0.0312074 | val_loss: 0.0312106 | Time: 1208.58 ms [2022-04-01 18:21:06 main:574] : INFO : Epoch 1769 | loss: 0.0312077 | val_loss: 0.0312115 | Time: 1080.43 ms [2022-04-01 18:21:07 main:574] : INFO : Epoch 1770 | loss: 0.0312085 | val_loss: 0.0312108 | Time: 1080.21 ms [2022-04-01 18:21:08 main:574] : INFO : Epoch 1771 | loss: 0.0312079 | val_loss: 0.0312107 | Time: 1031.7 ms [2022-04-01 18:21:09 main:574] : INFO : Epoch 1772 | loss: 0.031206 | val_loss: 0.0312102 | Time: 1088.28 ms [2022-04-01 18:21:10 main:574] : INFO : Epoch 1773 | loss: 0.0312061 | val_loss: 0.0312097 | Time: 1087.14 ms [2022-04-01 18:21:11 main:574] : INFO : Epoch 1774 | loss: 0.0312058 | val_loss: 0.0312104 | Time: 1238.12 ms [2022-04-01 18:21:12 main:574] : INFO : Epoch 1775 | loss: 0.031209 | val_loss: 0.0312225 | Time: 1107.8 ms [2022-04-01 18:21:14 main:574] : INFO : Epoch 1776 | loss: 0.0312087 | val_loss: 0.031211 | Time: 1128.53 ms [2022-04-01 18:21:15 main:574] : INFO : Epoch 1777 | loss: 0.0312063 | val_loss: 0.0312134 | Time: 1116.76 ms [2022-04-01 18:21:16 main:574] : INFO : Epoch 1778 | loss: 0.0312067 | val_loss: 0.0312144 | Time: 1107.72 ms [2022-04-01 18:21:17 main:574] : INFO : Epoch 1779 | loss: 0.0312059 | val_loss: 0.0312111 | Time: 1053.79 ms [2022-04-01 18:21:18 main:574] : INFO : Epoch 1780 | loss: 0.0312072 | val_loss: 0.0312133 | Time: 1079.02 ms [2022-04-01 18:21:19 main:574] : INFO : Epoch 1781 | loss: 0.0312068 | val_loss: 0.0312106 | Time: 1152.34 ms [2022-04-01 18:21:20 main:574] : INFO : Epoch 1782 | loss: 0.031207 | val_loss: 0.0312092 | Time: 1159.87 ms [2022-04-01 18:21:22 main:574] : INFO : Epoch 1783 | loss: 0.031206 | val_loss: 0.0312093 | Time: 1194.5 ms [2022-04-01 18:21:23 main:574] : INFO : Epoch 1784 | loss: 0.0312054 | val_loss: 0.0312127 | Time: 1200.13 ms [2022-04-01 18:21:24 main:574] : INFO : Epoch 1785 | loss: 0.0312056 | val_loss: 0.0312092 | Time: 1214.32 ms [2022-04-01 18:21:25 main:574] : INFO : Epoch 1786 | loss: 0.0312048 | val_loss: 0.0312111 | Time: 1282.96 ms [2022-04-01 18:21:26 main:574] : INFO : Epoch 1787 | loss: 0.0312049 | val_loss: 0.0312105 | Time: 1224.25 ms [2022-04-01 18:21:28 main:574] : INFO : Epoch 1788 | loss: 0.0312051 | val_loss: 0.0312113 | Time: 1211.25 ms [2022-04-01 18:21:29 main:574] : INFO : Epoch 1789 | loss: 0.0312077 | val_loss: 0.0312166 | Time: 1126.03 ms [2022-04-01 18:21:30 main:574] : INFO : Epoch 1790 | loss: 0.0312047 | val_loss: 0.0312101 | Time: 1112.09 ms [2022-04-01 18:21:31 main:574] : INFO : Epoch 1791 | loss: 0.0312039 | val_loss: 0.0312182 | Time: 1044.18 ms [2022-04-01 18:21:32 main:574] : INFO : Epoch 1792 | loss: 0.031205 | val_loss: 0.0312084 | Time: 1107.75 ms [2022-04-01 18:21:33 main:574] : INFO : Epoch 1793 | loss: 0.0312039 | val_loss: 0.0312116 | Time: 1105.68 ms [2022-04-01 18:21:34 main:574] : INFO : Epoch 1794 | loss: 0.0312037 | val_loss: 0.0312131 | Time: 1081.73 ms [2022-04-01 18:21:35 main:574] : INFO : Epoch 1795 | loss: 0.0312043 | val_loss: 0.0312087 | Time: 1075.91 ms [2022-04-01 18:21:36 main:574] : INFO : Epoch 1796 | loss: 0.0312059 | val_loss: 0.031214 | Time: 1067.8 ms [2022-04-01 18:21:37 main:574] : INFO : Epoch 1797 | loss: 0.0312056 | val_loss: 0.0312083 | Time: 1040.47 ms [2022-04-01 18:21:39 main:574] : INFO : Epoch 1798 | loss: 0.0312036 | val_loss: 0.0312076 | Time: 1160.41 ms [2022-04-01 18:21:40 main:574] : INFO : Epoch 1799 | loss: 0.0312063 | val_loss: 0.0312093 | Time: 1063.03 ms [2022-04-01 18:21:41 main:574] : INFO : Epoch 1800 | loss: 0.0312027 | val_loss: 0.0312107 | Time: 1121.78 ms [2022-04-01 18:21:42 main:574] : INFO : Epoch 1801 | loss: 0.0312087 | val_loss: 0.031212 | Time: 1182.53 ms [2022-04-01 18:21:43 main:574] : INFO : Epoch 1802 | loss: 0.0312049 | val_loss: 0.0312083 | Time: 1102.94 ms [2022-04-01 18:21:44 main:574] : INFO : Epoch 1803 | loss: 0.0312061 | val_loss: 0.0312098 | Time: 1283.14 ms [2022-04-01 18:21:46 main:574] : INFO : Epoch 1804 | loss: 0.0312056 | val_loss: 0.03121 | Time: 1143.68 ms [2022-04-01 18:21:47 main:574] : INFO : Epoch 1805 | loss: 0.0312067 | val_loss: 0.0312162 | Time: 1086.57 ms [2022-04-01 18:21:48 main:574] : INFO : Epoch 1806 | loss: 0.031207 | val_loss: 0.0312081 | Time: 1171.01 ms [2022-04-01 18:21:49 main:574] : INFO : Epoch 1807 | loss: 0.0312028 | val_loss: 0.0312098 | Time: 1110.17 ms [2022-04-01 18:21:50 main:574] : INFO : Epoch 1808 | loss: 0.0312046 | val_loss: 0.0312104 | Time: 1164.8 ms [2022-04-01 18:21:51 main:574] : INFO : Epoch 1809 | loss: 0.0312065 | val_loss: 0.031214 | Time: 1152.7 ms [2022-04-01 18:21:52 main:574] : INFO : Epoch 1810 | loss: 0.031205 | val_loss: 0.0312094 | Time: 1145.3 ms [2022-04-01 18:21:54 main:574] : INFO : Epoch 1811 | loss: 0.0312038 | val_loss: 0.0312079 | Time: 1154.49 ms [2022-04-01 18:21:55 main:574] : INFO : Epoch 1812 | loss: 0.0312044 | val_loss: 0.0312101 | Time: 1219.78 ms [2022-04-01 18:21:56 main:574] : INFO : Epoch 1813 | loss: 0.0312041 | val_loss: 0.0312099 | Time: 1174.97 ms [2022-04-01 18:21:57 main:574] : INFO : Epoch 1814 | loss: 0.0312031 | val_loss: 0.0312143 | Time: 1225.79 ms [2022-04-01 18:21:58 main:574] : INFO : Epoch 1815 | loss: 0.0312028 | val_loss: 0.031207 | Time: 1146.12 ms [2022-04-01 18:22:00 main:574] : INFO : Epoch 1816 | loss: 0.0312022 | val_loss: 0.0312095 | Time: 1153.47 ms [2022-04-01 18:22:01 main:574] : INFO : Epoch 1817 | loss: 0.0312016 | val_loss: 0.0312067 | Time: 1109.26 ms [2022-04-01 18:22:02 main:574] : INFO : Epoch 1818 | loss: 0.0312017 | val_loss: 0.031208 | Time: 1240.77 ms [2022-04-01 18:22:03 main:574] : INFO : Epoch 1819 | loss: 0.0312038 | val_loss: 0.0312186 | Time: 1205.69 ms [2022-04-01 18:22:04 main:574] : INFO : Epoch 1820 | loss: 0.0312079 | val_loss: 0.0312081 | Time: 1189.25 ms [2022-04-01 18:22:05 main:574] : INFO : Epoch 1821 | loss: 0.0312021 | val_loss: 0.0312081 | Time: 1185.46 ms [2022-04-01 18:22:07 main:574] : INFO : Epoch 1822 | loss: 0.0312007 | val_loss: 0.0312102 | Time: 1100.81 ms [2022-04-01 18:22:08 main:574] : INFO : Epoch 1823 | loss: 0.0312032 | val_loss: 0.0312087 | Time: 1112.67 ms [2022-04-01 18:22:09 main:574] : INFO : Epoch 1824 | loss: 0.0312011 | val_loss: 0.0312098 | Time: 1166.23 ms [2022-04-01 18:22:10 main:574] : INFO : Epoch 1825 | loss: 0.0312022 | val_loss: 0.0312081 | Time: 1095.34 ms [2022-04-01 18:22:11 main:574] : INFO : Epoch 1826 | loss: 0.0312089 | val_loss: 0.0312129 | Time: 1081.01 ms [2022-04-01 18:22:12 main:574] : INFO : Epoch 1827 | loss: 0.0312035 | val_loss: 0.0312124 | Time: 1066.08 ms [2022-04-01 18:22:13 main:574] : INFO : Epoch 1828 | loss: 0.031202 | val_loss: 0.0312098 | Time: 1167.63 ms [2022-04-01 18:22:14 main:574] : INFO : Epoch 1829 | loss: 0.0312014 | val_loss: 0.0312065 | Time: 1200.58 ms [2022-04-01 18:22:16 main:574] : INFO : Epoch 1830 | loss: 0.0312 | val_loss: 0.0312067 | Time: 1046.35 ms [2022-04-01 18:22:17 main:574] : INFO : Epoch 1831 | loss: 0.0312009 | val_loss: 0.0312092 | Time: 1263.95 ms [2022-04-01 18:22:18 main:574] : INFO : Epoch 1832 | loss: 0.0312046 | val_loss: 0.0312129 | Time: 1338.77 ms [2022-04-01 18:22:19 main:574] : INFO : Epoch 1833 | loss: 0.0312058 | val_loss: 0.0312078 | Time: 1142.06 ms [2022-04-01 18:22:20 main:574] : INFO : Epoch 1834 | loss: 0.0312035 | val_loss: 0.0312119 | Time: 1067.46 ms [2022-04-01 18:22:22 main:574] : INFO : Epoch 1835 | loss: 0.0312006 | val_loss: 0.0312067 | Time: 1174.9 ms [2022-04-01 18:22:23 main:574] : INFO : Epoch 1836 | loss: 0.031203 | val_loss: 0.0312072 | Time: 1100.22 ms [2022-04-01 18:22:24 main:574] : INFO : Epoch 1837 | loss: 0.0312071 | val_loss: 0.0312174 | Time: 1072.88 ms [2022-04-01 18:22:25 main:574] : INFO : Epoch 1838 | loss: 0.0312144 | val_loss: 0.0312168 | Time: 1090.59 ms [2022-04-01 18:22:26 main:574] : INFO : Epoch 1839 | loss: 0.0312106 | val_loss: 0.0312142 | Time: 1093.33 ms [2022-04-01 18:22:27 main:574] : INFO : Epoch 1840 | loss: 0.0312095 | val_loss: 0.0312135 | Time: 1137.91 ms [2022-04-01 18:22:28 main:574] : INFO : Epoch 1841 | loss: 0.0312078 | val_loss: 0.0312132 | Time: 1225.12 ms [2022-04-01 18:22:29 main:574] : INFO : Epoch 1842 | loss: 0.0312089 | val_loss: 0.0312144 | Time: 1110.32 ms [2022-04-01 18:22:31 main:574] : INFO : Epoch 1843 | loss: 0.0312084 | val_loss: 0.0312146 | Time: 1129.5 ms [2022-04-01 18:22:32 main:574] : INFO : Epoch 1844 | loss: 0.0312066 | val_loss: 0.0312144 | Time: 1193.73 ms [2022-04-01 18:22:33 main:574] : INFO : Epoch 1845 | loss: 0.0312067 | val_loss: 0.0312114 | Time: 1100.22 ms [2022-04-01 18:22:34 main:574] : INFO : Epoch 1846 | loss: 0.031205 | val_loss: 0.0312111 | Time: 1094.71 ms [2022-04-01 18:22:35 main:574] : INFO : Epoch 1847 | loss: 0.0312034 | val_loss: 0.0312103 | Time: 1150.65 ms [2022-04-01 18:22:36 main:574] : INFO : Epoch 1848 | loss: 0.0312032 | val_loss: 0.0312105 | Time: 1096.25 ms [2022-04-01 18:22:37 main:574] : INFO : Epoch 1849 | loss: 0.0312034 | val_loss: 0.031212 | Time: 1155.17 ms [2022-04-01 18:22:39 main:574] : INFO : Epoch 1850 | loss: 0.0312039 | val_loss: 0.0312082 | Time: 1154.41 ms [2022-04-01 18:22:40 main:574] : INFO : Epoch 1851 | loss: 0.0312032 | val_loss: 0.0312094 | Time: 1139.72 ms [2022-04-01 18:22:41 main:574] : INFO : Epoch 1852 | loss: 0.0312037 | val_loss: 0.0312136 | Time: 1135.72 ms [2022-04-01 18:22:42 main:574] : INFO : Epoch 1853 | loss: 0.0312043 | val_loss: 0.0312102 | Time: 1178.48 ms [2022-04-01 18:22:43 main:574] : INFO : Epoch 1854 | loss: 0.0312041 | val_loss: 0.031211 | Time: 1190.21 ms [2022-04-01 18:22:44 main:574] : INFO : Epoch 1855 | loss: 0.0312044 | val_loss: 0.0312142 | Time: 1206.33 ms [2022-04-01 18:22:46 main:574] : INFO : Epoch 1856 | loss: 0.0312092 | val_loss: 0.0312167 | Time: 1102.95 ms [2022-04-01 18:22:47 main:574] : INFO : Epoch 1857 | loss: 0.0312176 | val_loss: 0.0312588 | Time: 1108.11 ms [2022-04-01 18:22:48 main:574] : INFO : Epoch 1858 | loss: 0.0358039 | val_loss: 0.0324271 | Time: 1205.68 ms [2022-04-01 18:22:49 main:574] : INFO : Epoch 1859 | loss: 0.0352437 | val_loss: 0.0316808 | Time: 1143.72 ms [2022-04-01 18:22:50 main:574] : INFO : Epoch 1860 | loss: 0.031519 | val_loss: 0.0313459 | Time: 1142.61 ms [2022-04-01 18:22:51 main:574] : INFO : Epoch 1861 | loss: 0.0312979 | val_loss: 0.0312707 | Time: 1187.02 ms [2022-04-01 18:22:52 main:574] : INFO : Epoch 1862 | loss: 0.0312491 | val_loss: 0.0312368 | Time: 1150.3 ms [2022-04-01 18:22:54 main:574] : INFO : Epoch 1863 | loss: 0.0312345 | val_loss: 0.03123 | Time: 1230.57 ms [2022-04-01 18:22:55 main:574] : INFO : Epoch 1864 | loss: 0.0312253 | val_loss: 0.0312227 | Time: 1242.61 ms [2022-04-01 18:22:56 main:574] : INFO : Epoch 1865 | loss: 0.0312183 | val_loss: 0.0312173 | Time: 1161.48 ms [2022-04-01 18:22:57 main:574] : INFO : Epoch 1866 | loss: 0.0312117 | val_loss: 0.0312138 | Time: 1163.67 ms [2022-04-01 18:22:59 main:574] : INFO : Epoch 1867 | loss: 0.0312089 | val_loss: 0.0312158 | Time: 1259.51 ms [2022-04-01 18:23:00 main:574] : INFO : Epoch 1868 | loss: 0.0312073 | val_loss: 0.0312112 | Time: 1190.98 ms [2022-04-01 18:23:01 main:574] : INFO : Epoch 1869 | loss: 0.031205 | val_loss: 0.0312106 | Time: 1127.27 ms [2022-04-01 18:23:02 main:574] : INFO : Epoch 1870 | loss: 0.0312044 | val_loss: 0.0312122 | Time: 1155 ms [2022-04-01 18:23:03 main:574] : INFO : Epoch 1871 | loss: 0.0312038 | val_loss: 0.0312098 | Time: 1095.08 ms [2022-04-01 18:23:05 main:574] : INFO : Epoch 1872 | loss: 0.0312037 | val_loss: 0.0312116 | Time: 1387.07 ms [2022-04-01 18:23:06 main:574] : INFO : Epoch 1873 | loss: 0.0312037 | val_loss: 0.0312094 | Time: 1167.85 ms [2022-04-01 18:23:07 main:574] : INFO : Epoch 1874 | loss: 0.031205 | val_loss: 0.0312099 | Time: 1111.23 ms [2022-04-01 18:23:08 main:574] : INFO : Epoch 1875 | loss: 0.0312038 | val_loss: 0.0312088 | Time: 1253.64 ms [2022-04-01 18:23:09 main:574] : INFO : Epoch 1876 | loss: 0.0312018 | val_loss: 0.0312112 | Time: 1291.38 ms [2022-04-01 18:23:11 main:574] : INFO : Epoch 1877 | loss: 0.0312019 | val_loss: 0.0312092 | Time: 1317.65 ms [2022-04-01 18:23:12 main:574] : INFO : Epoch 1878 | loss: 0.0312011 | val_loss: 0.0312113 | Time: 1333.69 ms [2022-04-01 18:23:13 main:574] : INFO : Epoch 1879 | loss: 0.031202 | val_loss: 0.0312098 | Time: 1208.66 ms [2022-04-01 18:23:15 main:574] : INFO : Epoch 1880 | loss: 0.0312028 | val_loss: 0.0312101 | Time: 1287.38 ms [2022-04-01 18:23:16 main:574] : INFO : Epoch 1881 | loss: 0.0312033 | val_loss: 0.0312145 | Time: 1520.47 ms [2022-04-01 18:23:18 main:574] : INFO : Epoch 1882 | loss: 0.0312018 | val_loss: 0.0312089 | Time: 1418.9 ms [2022-04-01 18:23:19 main:574] : INFO : Epoch 1883 | loss: 0.0312004 | val_loss: 0.031209 | Time: 1116.48 ms [2022-04-01 18:23:20 main:574] : INFO : Epoch 1884 | loss: 0.0312007 | val_loss: 0.0312096 | Time: 1252.51 ms [2022-04-01 18:23:21 main:574] : INFO : Epoch 1885 | loss: 0.0312006 | val_loss: 0.0312093 | Time: 1056.45 ms [2022-04-01 18:23:22 main:574] : INFO : Epoch 1886 | loss: 0.0311999 | val_loss: 0.0312095 | Time: 1152.24 ms [2022-04-01 18:23:23 main:574] : INFO : Epoch 1887 | loss: 0.0312 | val_loss: 0.0312104 | Time: 1177.73 ms [2022-04-01 18:23:24 main:574] : INFO : Epoch 1888 | loss: 0.0311998 | val_loss: 0.0312093 | Time: 1088.27 ms [2022-04-01 18:23:26 main:574] : INFO : Epoch 1889 | loss: 0.0311999 | val_loss: 0.0312122 | Time: 1223.88 ms [2022-04-01 18:23:27 main:574] : INFO : Epoch 1890 | loss: 0.0312002 | val_loss: 0.0312126 | Time: 1199.05 ms [2022-04-01 18:23:28 main:574] : INFO : Epoch 1891 | loss: 0.0312003 | val_loss: 0.0312119 | Time: 1203.17 ms [2022-04-01 18:23:29 main:574] : INFO : Epoch 1892 | loss: 0.0312003 | val_loss: 0.0312118 | Time: 1290.38 ms [2022-04-01 18:23:31 main:574] : INFO : Epoch 1893 | loss: 0.0311996 | val_loss: 0.0312115 | Time: 1191.82 ms [2022-04-01 18:23:32 main:574] : INFO : Epoch 1894 | loss: 0.0311989 | val_loss: 0.0312104 | Time: 1270.91 ms [2022-04-01 18:23:33 main:574] : INFO : Epoch 1895 | loss: 0.0311988 | val_loss: 0.0312109 | Time: 1184.05 ms [2022-04-01 18:23:34 main:574] : INFO : Epoch 1896 | loss: 0.0311986 | val_loss: 0.0312109 | Time: 1082.64 ms [2022-04-01 18:23:35 main:574] : INFO : Epoch 1897 | loss: 0.0311986 | val_loss: 0.0312112 | Time: 1181.94 ms [2022-04-01 18:23:37 main:574] : INFO : Epoch 1898 | loss: 0.0311981 | val_loss: 0.0312124 | Time: 1230.05 ms [2022-04-01 18:23:38 main:574] : INFO : Epoch 1899 | loss: 0.031199 | val_loss: 0.0312169 | Time: 1155.75 ms [2022-04-01 18:23:39 main:574] : INFO : Epoch 1900 | loss: 0.0312008 | val_loss: 0.0312133 | Time: 1180.01 ms [2022-04-01 18:23:40 main:574] : INFO : Epoch 1901 | loss: 0.0311991 | val_loss: 0.0312142 | Time: 1181.9 ms [2022-04-01 18:23:41 main:574] : INFO : Epoch 1902 | loss: 0.0311986 | val_loss: 0.0312135 | Time: 1218.59 ms [2022-04-01 18:23:43 main:574] : INFO : Epoch 1903 | loss: 0.031199 | val_loss: 0.0312118 | Time: 1154.95 ms [2022-04-01 18:23:44 main:574] : INFO : Epoch 1904 | loss: 0.0311991 | val_loss: 0.0312128 | Time: 1240.64 ms [2022-04-01 18:23:45 main:574] : INFO : Epoch 1905 | loss: 0.0311982 | val_loss: 0.0312118 | Time: 1258.34 ms [2022-04-01 18:23:46 main:574] : INFO : Epoch 1906 | loss: 0.031199 | val_loss: 0.0312104 | Time: 1215.78 ms [2022-04-01 18:23:47 main:574] : INFO : Epoch 1907 | loss: 0.0311975 | val_loss: 0.0312103 | Time: 1234.26 ms [2022-04-01 18:23:49 main:574] : INFO : Epoch 1908 | loss: 0.031198 | val_loss: 0.0312082 | Time: 1170.53 ms [2022-04-01 18:23:50 main:574] : INFO : Epoch 1909 | loss: 0.0311993 | val_loss: 0.0312063 | Time: 1145.45 ms [2022-04-01 18:23:51 main:574] : INFO : Epoch 1910 | loss: 0.0311982 | val_loss: 0.0312112 | Time: 1171.32 ms [2022-04-01 18:23:52 main:574] : INFO : Epoch 1911 | loss: 0.0311978 | val_loss: 0.0312103 | Time: 1411.33 ms [2022-04-01 18:23:54 main:574] : INFO : Epoch 1912 | loss: 0.0311971 | val_loss: 0.0312105 | Time: 1163.84 ms [2022-04-01 18:23:55 main:574] : INFO : Epoch 1913 | loss: 0.0311971 | val_loss: 0.0312096 | Time: 1190.3 ms [2022-04-01 18:23:56 main:574] : INFO : Epoch 1914 | loss: 0.0311975 | val_loss: 0.0312109 | Time: 1104.57 ms [2022-04-01 18:23:57 main:574] : INFO : Epoch 1915 | loss: 0.0311969 | val_loss: 0.0312118 | Time: 1269.95 ms [2022-04-01 18:23:58 main:574] : INFO : Epoch 1916 | loss: 0.0311969 | val_loss: 0.0312106 | Time: 1160.22 ms [2022-04-01 18:23:59 main:574] : INFO : Epoch 1917 | loss: 0.0311967 | val_loss: 0.0312124 | Time: 1096.12 ms [2022-04-01 18:24:01 main:574] : INFO : Epoch 1918 | loss: 0.031198 | val_loss: 0.0312119 | Time: 1313.71 ms [2022-04-01 18:24:02 main:574] : INFO : Epoch 1919 | loss: 0.0311974 | val_loss: 0.0312106 | Time: 1218.75 ms [2022-04-01 18:24:03 main:574] : INFO : Epoch 1920 | loss: 0.0311986 | val_loss: 0.0312098 | Time: 1116.46 ms [2022-04-01 18:24:04 main:574] : INFO : Epoch 1921 | loss: 0.0311987 | val_loss: 0.0312143 | Time: 1154.88 ms [2022-04-01 18:24:05 main:574] : INFO : Epoch 1922 | loss: 0.031198 | val_loss: 0.0312091 | Time: 1065.3 ms [2022-04-01 18:24:06 main:574] : INFO : Epoch 1923 | loss: 0.0311975 | val_loss: 0.0312099 | Time: 1042.67 ms [2022-04-01 18:24:07 main:574] : INFO : Epoch 1924 | loss: 0.0311971 | val_loss: 0.0312116 | Time: 1082.53 ms [2022-04-01 18:24:09 main:574] : INFO : Epoch 1925 | loss: 0.031198 | val_loss: 0.0312112 | Time: 1150.1 ms [2022-04-01 18:24:10 main:574] : INFO : Epoch 1926 | loss: 0.0312004 | val_loss: 0.0312087 | Time: 1109.23 ms [2022-04-01 18:24:11 main:574] : INFO : Epoch 1927 | loss: 0.0311971 | val_loss: 0.0312089 | Time: 1129.89 ms [2022-04-01 18:24:12 main:574] : INFO : Epoch 1928 | loss: 0.0311975 | val_loss: 0.031208 | Time: 1093.4 ms [2022-04-01 18:24:13 main:574] : INFO : Epoch 1929 | loss: 0.0311972 | val_loss: 0.0312132 | Time: 1139.71 ms [2022-04-01 18:24:14 main:574] : INFO : Epoch 1930 | loss: 0.0311998 | val_loss: 0.0312139 | Time: 1128.76 ms [2022-04-01 18:24:15 main:574] : INFO : Epoch 1931 | loss: 0.0311988 | val_loss: 0.0312178 | Time: 1212.06 ms [2022-04-01 18:24:17 main:574] : INFO : Epoch 1932 | loss: 0.0311992 | val_loss: 0.0312122 | Time: 1146.37 ms [2022-04-01 18:24:18 main:574] : INFO : Epoch 1933 | loss: 0.0311982 | val_loss: 0.0312085 | Time: 1197.9 ms [2022-04-01 18:24:19 main:574] : INFO : Epoch 1934 | loss: 0.0311968 | val_loss: 0.0312104 | Time: 1187.43 ms [2022-04-01 18:24:20 main:574] : INFO : Epoch 1935 | loss: 0.0311987 | val_loss: 0.0312092 | Time: 1095.18 ms [2022-04-01 18:24:21 main:574] : INFO : Epoch 1936 | loss: 0.0311989 | val_loss: 0.0312084 | Time: 1153.1 ms [2022-04-01 18:24:22 main:574] : INFO : Epoch 1937 | loss: 0.0311975 | val_loss: 0.0312088 | Time: 1180.79 ms [2022-04-01 18:24:24 main:574] : INFO : Epoch 1938 | loss: 0.0311974 | val_loss: 0.0312101 | Time: 1136.5 ms [2022-04-01 18:24:25 main:574] : INFO : Epoch 1939 | loss: 0.0311986 | val_loss: 0.0312132 | Time: 1125.11 ms [2022-04-01 18:24:26 main:574] : INFO : Epoch 1940 | loss: 0.0311974 | val_loss: 0.0312086 | Time: 1234.61 ms [2022-04-01 18:24:27 main:574] : INFO : Epoch 1941 | loss: 0.0311975 | val_loss: 0.0312089 | Time: 1209.28 ms [2022-04-01 18:24:28 main:574] : INFO : Epoch 1942 | loss: 0.0311961 | val_loss: 0.0312099 | Time: 1251.83 ms [2022-04-01 18:24:30 main:574] : INFO : Epoch 1943 | loss: 0.0311958 | val_loss: 0.0312097 | Time: 1164.93 ms [2022-04-01 18:24:31 main:574] : INFO : Epoch 1944 | loss: 0.0311955 | val_loss: 0.0312084 | Time: 1265.06 ms [2022-04-01 18:24:32 main:574] : INFO : Epoch 1945 | loss: 0.0311957 | val_loss: 0.0312094 | Time: 1167.6 ms [2022-04-01 18:24:33 main:574] : INFO : Epoch 1946 | loss: 0.0311957 | val_loss: 0.0312116 | Time: 1205.97 ms [2022-04-01 18:24:34 main:574] : INFO : Epoch 1947 | loss: 0.0311969 | val_loss: 0.031211 | Time: 1106.12 ms [2022-04-01 18:24:35 main:574] : INFO : Epoch 1948 | loss: 0.0311955 | val_loss: 0.0312083 | Time: 1072.91 ms [2022-04-01 18:24:37 main:574] : INFO : Epoch 1949 | loss: 0.0311963 | val_loss: 0.0312098 | Time: 1127.23 ms [2022-04-01 18:24:38 main:574] : INFO : Epoch 1950 | loss: 0.0311997 | val_loss: 0.0312157 | Time: 1102.98 ms [2022-04-01 18:24:39 main:574] : INFO : Epoch 1951 | loss: 0.0311978 | val_loss: 0.0312084 | Time: 1094.23 ms [2022-04-01 18:24:40 main:574] : INFO : Epoch 1952 | loss: 0.0311962 | val_loss: 0.0312095 | Time: 1150.18 ms [2022-04-01 18:24:41 main:574] : INFO : Epoch 1953 | loss: 0.0311961 | val_loss: 0.0312087 | Time: 1164.4 ms [2022-04-01 18:24:42 main:574] : INFO : Epoch 1954 | loss: 0.0311946 | val_loss: 0.03121 | Time: 1116.39 ms [2022-04-01 18:24:43 main:574] : INFO : Epoch 1955 | loss: 0.0311949 | val_loss: 0.0312084 | Time: 1119.55 ms [2022-04-01 18:24:45 main:574] : INFO : Epoch 1956 | loss: 0.0311963 | val_loss: 0.0312094 | Time: 1256.33 ms [2022-04-01 18:24:46 main:574] : INFO : Epoch 1957 | loss: 0.0311947 | val_loss: 0.0312098 | Time: 1209.36 ms [2022-04-01 18:24:47 main:574] : INFO : Epoch 1958 | loss: 0.0311947 | val_loss: 0.0312096 | Time: 1147.7 ms [2022-04-01 18:24:48 main:574] : INFO : Epoch 1959 | loss: 0.031195 | val_loss: 0.031208 | Time: 1189.48 ms [2022-04-01 18:24:49 main:574] : INFO : Epoch 1960 | loss: 0.0311948 | val_loss: 0.0312078 | Time: 1130.96 ms [2022-04-01 18:24:51 main:574] : INFO : Epoch 1961 | loss: 0.0311952 | val_loss: 0.0312099 | Time: 1210.13 ms [2022-04-01 18:24:52 main:574] : INFO : Epoch 1962 | loss: 0.0311961 | val_loss: 0.0312082 | Time: 1161.16 ms [2022-04-01 18:24:53 main:574] : INFO : Epoch 1963 | loss: 0.0311953 | val_loss: 0.0312093 | Time: 1142.56 ms [2022-04-01 18:24:54 main:574] : INFO : Epoch 1964 | loss: 0.0311977 | val_loss: 0.0312112 | Time: 1171.37 ms [2022-04-01 18:24:55 main:574] : INFO : Epoch 1965 | loss: 0.0311954 | val_loss: 0.031208 | Time: 1228.17 ms [2022-04-01 18:24:56 main:574] : INFO : Epoch 1966 | loss: 0.0311952 | val_loss: 0.0312121 | Time: 1090.55 ms [2022-04-01 18:24:58 main:574] : INFO : Epoch 1967 | loss: 0.0311955 | val_loss: 0.0312132 | Time: 1165.41 ms [2022-04-01 18:24:59 main:574] : INFO : Epoch 1968 | loss: 0.0311962 | val_loss: 0.0312087 | Time: 1140.5 ms [2022-04-01 18:25:00 main:574] : INFO : Epoch 1969 | loss: 0.0311946 | val_loss: 0.0312075 | Time: 1123.37 ms [2022-04-01 18:25:01 main:574] : INFO : Epoch 1970 | loss: 0.0311946 | val_loss: 0.0312096 | Time: 1170.95 ms [2022-04-01 18:25:02 main:574] : INFO : Epoch 1971 | loss: 0.0311944 | val_loss: 0.0312085 | Time: 1121.88 ms [2022-04-01 18:25:03 main:574] : INFO : Epoch 1972 | loss: 0.0311948 | val_loss: 0.0312101 | Time: 1096.65 ms [2022-04-01 18:25:04 main:574] : INFO : Epoch 1973 | loss: 0.0311986 | val_loss: 0.0312178 | Time: 1080.88 ms [2022-04-01 18:25:05 main:574] : INFO : Epoch 1974 | loss: 0.0311975 | val_loss: 0.0312078 | Time: 1062.94 ms [2022-04-01 18:25:07 main:574] : INFO : Epoch 1975 | loss: 0.0311943 | val_loss: 0.0312078 | Time: 1154.19 ms [2022-04-01 18:25:08 main:574] : INFO : Epoch 1976 | loss: 0.0311946 | val_loss: 0.0312095 | Time: 1077.53 ms [2022-04-01 18:25:09 main:574] : INFO : Epoch 1977 | loss: 0.031195 | val_loss: 0.0312091 | Time: 1144.24 ms [2022-04-01 18:25:10 main:574] : INFO : Epoch 1978 | loss: 0.0311946 | val_loss: 0.0312102 | Time: 1105.7 ms [2022-04-01 18:25:11 main:574] : INFO : Epoch 1979 | loss: 0.0311943 | val_loss: 0.0312109 | Time: 1141.93 ms [2022-04-01 18:25:12 main:574] : INFO : Epoch 1980 | loss: 0.0311969 | val_loss: 0.0312081 | Time: 1077.8 ms [2022-04-01 18:25:13 main:574] : INFO : Epoch 1981 | loss: 0.0311948 | val_loss: 0.031208 | Time: 1153.01 ms [2022-04-01 18:25:14 main:574] : INFO : Epoch 1982 | loss: 0.0311971 | val_loss: 0.031212 | Time: 1079.48 ms [2022-04-01 18:25:16 main:574] : INFO : Epoch 1983 | loss: 0.0311948 | val_loss: 0.0312116 | Time: 1135.55 ms [2022-04-01 18:25:17 main:574] : INFO : Epoch 1984 | loss: 0.0311965 | val_loss: 0.0312157 | Time: 1206.35 ms [2022-04-01 18:25:18 main:574] : INFO : Epoch 1985 | loss: 0.0311959 | val_loss: 0.0312064 | Time: 1249.76 ms [2022-04-01 18:25:19 main:574] : INFO : Epoch 1986 | loss: 0.0311941 | val_loss: 0.0312083 | Time: 1179.96 ms [2022-04-01 18:25:20 main:574] : INFO : Epoch 1987 | loss: 0.0311941 | val_loss: 0.0312084 | Time: 1093.61 ms [2022-04-01 18:25:22 main:574] : INFO : Epoch 1988 | loss: 0.0311943 | val_loss: 0.0312088 | Time: 1131.85 ms [2022-04-01 18:25:23 main:574] : INFO : Epoch 1989 | loss: 0.0311944 | val_loss: 0.0312169 | Time: 1226.8 ms [2022-04-01 18:25:24 main:574] : INFO : Epoch 1990 | loss: 0.0311974 | val_loss: 0.0312103 | Time: 1082.69 ms [2022-04-01 18:25:25 main:574] : INFO : Epoch 1991 | loss: 0.0311942 | val_loss: 0.0312079 | Time: 1121.47 ms [2022-04-01 18:25:26 main:574] : INFO : Epoch 1992 | loss: 0.0311938 | val_loss: 0.0312089 | Time: 1088.29 ms [2022-04-01 18:25:27 main:574] : INFO : Epoch 1993 | loss: 0.0311953 | val_loss: 0.0312081 | Time: 1263.94 ms [2022-04-01 18:25:28 main:574] : INFO : Epoch 1994 | loss: 0.0311945 | val_loss: 0.0312072 | Time: 1137.89 ms [2022-04-01 18:25:30 main:574] : INFO : Epoch 1995 | loss: 0.0311937 | val_loss: 0.0312118 | Time: 1110.66 ms [2022-04-01 18:25:31 main:574] : INFO : Epoch 1996 | loss: 0.0311941 | val_loss: 0.0312055 | Time: 1154.86 ms [2022-04-01 18:25:32 main:574] : INFO : Epoch 1997 | loss: 0.0311939 | val_loss: 0.0312058 | Time: 1107.09 ms [2022-04-01 18:25:33 main:574] : INFO : Epoch 1998 | loss: 0.0311934 | val_loss: 0.0312073 | Time: 1304.12 ms [2022-04-01 18:25:34 main:574] : INFO : Epoch 1999 | loss: 0.0311934 | val_loss: 0.0312077 | Time: 1166.57 ms [2022-04-01 18:25:36 main:574] : INFO : Epoch 2000 | loss: 0.0311933 | val_loss: 0.031208 | Time: 1213.01 ms [2022-04-01 18:25:37 main:574] : INFO : Epoch 2001 | loss: 0.0311934 | val_loss: 0.0312103 | Time: 1205.67 ms [2022-04-01 18:25:38 main:574] : INFO : Epoch 2002 | loss: 0.0311941 | val_loss: 0.0312078 | Time: 1170.66 ms [2022-04-01 18:25:39 main:574] : INFO : Epoch 2003 | loss: 0.0311931 | val_loss: 0.0312082 | Time: 1168.54 ms [2022-04-01 18:25:40 main:574] : INFO : Epoch 2004 | loss: 0.0311958 | val_loss: 0.0312087 | Time: 1263.02 ms [2022-04-01 18:25:42 main:574] : INFO : Epoch 2005 | loss: 0.0311948 | val_loss: 0.0312107 | Time: 1123.88 ms [2022-04-01 18:25:43 main:574] : INFO : Epoch 2006 | loss: 0.0311947 | val_loss: 0.0312087 | Time: 1117.12 ms [2022-04-01 18:25:44 main:574] : INFO : Epoch 2007 | loss: 0.0311937 | val_loss: 0.03121 | Time: 1072.55 ms [2022-04-01 18:25:45 main:574] : INFO : Epoch 2008 | loss: 0.0311932 | val_loss: 0.0312069 | Time: 1365.7 ms [2022-04-01 18:25:46 main:574] : INFO : Epoch 2009 | loss: 0.0311929 | val_loss: 0.0312094 | Time: 1163.81 ms [2022-04-01 18:25:47 main:574] : INFO : Epoch 2010 | loss: 0.0311962 | val_loss: 0.0312078 | Time: 1230.25 ms [2022-04-01 18:25:49 main:574] : INFO : Epoch 2011 | loss: 0.0311933 | val_loss: 0.0312118 | Time: 1177.22 ms [2022-04-01 18:25:50 main:574] : INFO : Epoch 2012 | loss: 0.0311963 | val_loss: 0.0312201 | Time: 1120.47 ms [2022-04-01 18:25:51 main:574] : INFO : Epoch 2013 | loss: 0.0311985 | val_loss: 0.0312088 | Time: 1139.05 ms [2022-04-01 18:25:52 main:574] : INFO : Epoch 2014 | loss: 0.0311926 | val_loss: 0.0312076 | Time: 1239.16 ms [2022-04-01 18:25:53 main:574] : INFO : Epoch 2015 | loss: 0.0311927 | val_loss: 0.0312083 | Time: 1156.64 ms [2022-04-01 18:25:55 main:574] : INFO : Epoch 2016 | loss: 0.0311926 | val_loss: 0.0312073 | Time: 1247.79 ms [2022-04-01 18:25:56 main:574] : INFO : Epoch 2017 | loss: 0.0311928 | val_loss: 0.0312094 | Time: 1166.75 ms [2022-04-01 18:25:57 main:574] : INFO : Epoch 2018 | loss: 0.0311939 | val_loss: 0.0312065 | Time: 1220.02 ms [2022-04-01 18:25:58 main:574] : INFO : Epoch 2019 | loss: 0.0311955 | val_loss: 0.0312145 | Time: 1222.48 ms [2022-04-01 18:25:59 main:574] : INFO : Epoch 2020 | loss: 0.0311951 | val_loss: 0.0312068 | Time: 1144.53 ms [2022-04-01 18:26:00 main:574] : INFO : Epoch 2021 | loss: 0.0311936 | val_loss: 0.0312075 | Time: 1135.42 ms [2022-04-01 18:26:02 main:574] : INFO : Epoch 2022 | loss: 0.0311932 | val_loss: 0.0312069 | Time: 1181.7 ms [2022-04-01 18:26:03 main:574] : INFO : Epoch 2023 | loss: 0.0311937 | val_loss: 0.0312063 | Time: 1190.93 ms [2022-04-01 18:26:04 main:574] : INFO : Epoch 2024 | loss: 0.0311924 | val_loss: 0.0312091 | Time: 1165.19 ms [2022-04-01 18:26:05 main:574] : INFO : Epoch 2025 | loss: 0.0311934 | val_loss: 0.0312091 | Time: 1084.22 ms [2022-04-01 18:26:06 main:574] : INFO : Epoch 2026 | loss: 0.0311939 | val_loss: 0.0312077 | Time: 1085.01 ms [2022-04-01 18:26:07 main:574] : INFO : Epoch 2027 | loss: 0.0311938 | val_loss: 0.0312065 | Time: 1148.15 ms [2022-04-01 18:26:08 main:574] : INFO : Epoch 2028 | loss: 0.0311926 | val_loss: 0.0312105 | Time: 1111.48 ms [2022-04-01 18:26:10 main:574] : INFO : Epoch 2029 | loss: 0.0311921 | val_loss: 0.0312083 | Time: 1159.86 ms [2022-04-01 18:26:11 main:574] : INFO : Epoch 2030 | loss: 0.0311922 | val_loss: 0.0312119 | Time: 1219.82 ms [2022-04-01 18:26:12 main:574] : INFO : Epoch 2031 | loss: 0.0311934 | val_loss: 0.0312068 | Time: 1293.63 ms [2022-04-01 18:26:13 main:574] : INFO : Epoch 2032 | loss: 0.0311925 | val_loss: 0.0312071 | Time: 1220.36 ms [2022-04-01 18:26:15 main:574] : INFO : Epoch 2033 | loss: 0.0311929 | val_loss: 0.0312057 | Time: 1174.02 ms [2022-04-01 18:26:16 main:574] : INFO : Epoch 2034 | loss: 0.0311941 | val_loss: 0.0312065 | Time: 1207.66 ms [2022-04-01 18:26:17 main:574] : INFO : Epoch 2035 | loss: 0.0311932 | val_loss: 0.0312065 | Time: 1087.1 ms [2022-04-01 18:26:18 main:574] : INFO : Epoch 2036 | loss: 0.0311924 | val_loss: 0.0312058 | Time: 1218.6 ms [2022-04-01 18:26:19 main:574] : INFO : Epoch 2037 | loss: 0.0311927 | val_loss: 0.0312117 | Time: 1118.18 ms [2022-04-01 18:26:20 main:574] : INFO : Epoch 2038 | loss: 0.0311931 | val_loss: 0.0312082 | Time: 1152.89 ms [2022-04-01 18:26:22 main:574] : INFO : Epoch 2039 | loss: 0.0311922 | val_loss: 0.0312052 | Time: 1120.85 ms [2022-04-01 18:26:23 main:574] : INFO : Epoch 2040 | loss: 0.0311935 | val_loss: 0.0312065 | Time: 1210.61 ms [2022-04-01 18:26:24 main:574] : INFO : Epoch 2041 | loss: 0.0311939 | val_loss: 0.031207 | Time: 1118.55 ms [2022-04-01 18:26:25 main:574] : INFO : Epoch 2042 | loss: 0.0311942 | val_loss: 0.031207 | Time: 1161.1 ms [2022-04-01 18:26:26 main:574] : INFO : Epoch 2043 | loss: 0.0311947 | val_loss: 0.0312053 | Time: 1117.58 ms [2022-04-01 18:26:27 main:574] : INFO : Epoch 2044 | loss: 0.0311931 | val_loss: 0.0312068 | Time: 1159.54 ms [2022-04-01 18:26:28 main:574] : INFO : Epoch 2045 | loss: 0.0311924 | val_loss: 0.031205 | Time: 1115.4 ms [2022-04-01 18:26:30 main:574] : INFO : Epoch 2046 | loss: 0.0311923 | val_loss: 0.0312074 | Time: 1229.45 ms [2022-04-01 18:26:31 main:574] : INFO : Epoch 2047 | loss: 0.031196 | val_loss: 0.0312071 | Time: 1205.84 ms [2022-04-01 18:26:32 main:574] : INFO : Epoch 2048 | loss: 0.0311941 | val_loss: 0.0312068 | Time: 1268.32 ms [2022-04-01 18:26:32 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312068 [2022-04-01 18:26:32 main:603] : INFO : Saving end state to config to file [2022-04-01 18:26:32 main:608] : INFO : Success, exiting.. 18:26:32 (12360): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)