Task 13559439
| Name | ParityModified-1647044329-9421-2-0_0 |
| Workunit | 10653913 |
| Created | 22 Mar 2022, 19:23:18 UTC |
| Sent | 31 Mar 2022, 7:07:47 UTC |
| Report deadline | 8 Apr 2022, 7:07:47 UTC |
| Received | 1 Apr 2022, 6:06:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11005 |
| Run time | 41 min 56 sec |
| CPU time | 40 min 18 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 | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> -01 16:56:16 main:574] : INFO : Epoch 1542 | loss: 0.0311288 | val_loss: 0.031179 | Time: 1069.87 ms [2022-04-01 16:56:17 main:574] : INFO : Epoch 1543 | loss: 0.0311295 | val_loss: 0.0311799 | Time: 1129.11 ms [2022-04-01 16:56:18 main:574] : INFO : Epoch 1544 | loss: 0.0311307 | val_loss: 0.0311767 | Time: 1157.64 ms [2022-04-01 16:56:19 main:574] : INFO : Epoch 1545 | loss: 0.0311297 | val_loss: 0.0311729 | Time: 1140.27 ms [2022-04-01 16:56:21 main:574] : INFO : Epoch 1546 | loss: 0.0311304 | val_loss: 0.0311812 | Time: 1119.15 ms [2022-04-01 16:56:22 main:574] : INFO : Epoch 1547 | loss: 0.0311244 | val_loss: 0.0311749 | Time: 1140.96 ms [2022-04-01 16:56:23 main:574] : INFO : Epoch 1548 | loss: 0.0311234 | val_loss: 0.0311757 | Time: 1118.07 ms [2022-04-01 16:56:24 main:574] : INFO : Epoch 1549 | loss: 0.031126 | val_loss: 0.0311729 | Time: 1084.66 ms [2022-04-01 16:56:25 main:574] : INFO : Epoch 1550 | loss: 0.0311234 | val_loss: 0.031168 | Time: 1270.18 ms [2022-04-01 16:56:26 main:574] : INFO : Epoch 1551 | loss: 0.0311231 | val_loss: 0.0311764 | Time: 1294.92 ms [2022-04-01 16:56:28 main:574] : INFO : Epoch 1552 | loss: 0.0311233 | val_loss: 0.031173 | Time: 1228.31 ms [2022-04-01 16:56:29 main:574] : INFO : Epoch 1553 | loss: 0.0311207 | val_loss: 0.0311807 | Time: 1311.12 ms [2022-04-01 16:56:30 main:574] : INFO : Epoch 1554 | loss: 0.0311218 | val_loss: 0.0311739 | Time: 1343.68 ms [2022-04-01 16:56:31 main:574] : INFO : Epoch 1555 | loss: 0.0311213 | val_loss: 0.0311697 | Time: 1153.91 ms [2022-04-01 16:56:33 main:574] : INFO : Epoch 1556 | loss: 0.0311255 | val_loss: 0.0311712 | Time: 1214.96 ms [2022-04-01 16:56:34 main:574] : INFO : Epoch 1557 | loss: 0.0311257 | val_loss: 0.0311706 | Time: 1145.74 ms [2022-04-01 16:56:35 main:574] : INFO : Epoch 1558 | loss: 0.0311272 | val_loss: 0.0311686 | Time: 1229.93 ms [2022-04-01 16:56:36 main:574] : INFO : Epoch 1559 | loss: 0.0311277 | val_loss: 0.0311716 | Time: 1279.81 ms [2022-04-01 16:56:38 main:574] : INFO : Epoch 1560 | loss: 0.0311224 | val_loss: 0.0311791 | Time: 1148.8 ms [2022-04-01 16:56:39 main:574] : INFO : Epoch 1561 | loss: 0.03112 | val_loss: 0.031173 | Time: 1133.69 ms [2022-04-01 16:56:40 main:574] : INFO : Epoch 1562 | loss: 0.0311268 | val_loss: 0.0311734 | Time: 1452.97 ms [2022-04-01 16:56:41 main:574] : INFO : Epoch 1563 | loss: 0.0311242 | val_loss: 0.031175 | Time: 1190.95 ms [2022-04-01 16:56:42 main:574] : INFO : Epoch 1564 | loss: 0.0311249 | val_loss: 0.0311686 | Time: 1173.83 ms [2022-04-01 16:56:44 main:574] : INFO : Epoch 1565 | loss: 0.0311264 | val_loss: 0.0311739 | Time: 1127.07 ms [2022-04-01 16:56:45 main:574] : INFO : Epoch 1566 | loss: 0.0311212 | val_loss: 0.0311724 | Time: 1111.79 ms [2022-04-01 16:56:46 main:574] : INFO : Epoch 1567 | loss: 0.0311201 | val_loss: 0.0311793 | Time: 1152.87 ms [2022-04-01 16:56:47 main:574] : INFO : Epoch 1568 | loss: 0.0311205 | val_loss: 0.0311785 | Time: 1175.71 ms [2022-04-01 16:56:48 main:574] : INFO : Epoch 1569 | loss: 0.0311231 | val_loss: 0.0311828 | Time: 1150.31 ms [2022-04-01 16:56:49 main:574] : INFO : Epoch 1570 | loss: 0.031122 | val_loss: 0.0311738 | Time: 1255.22 ms [2022-04-01 16:56:51 main:574] : INFO : Epoch 1571 | loss: 0.031122 | val_loss: 0.0311742 | Time: 1197.57 ms [2022-04-01 16:56:52 main:574] : INFO : Epoch 1572 | loss: 0.0311201 | val_loss: 0.031174 | Time: 1240.27 ms [2022-04-01 16:56:53 main:574] : INFO : Epoch 1573 | loss: 0.0311221 | val_loss: 0.0311791 | Time: 1145.52 ms [2022-04-01 16:56:54 main:574] : INFO : Epoch 1574 | loss: 0.0311195 | val_loss: 0.0311737 | Time: 1141.38 ms [2022-04-01 16:56:55 main:574] : INFO : Epoch 1575 | loss: 0.0311191 | val_loss: 0.0311754 | Time: 1191.71 ms [2022-04-01 16:56:57 main:574] : INFO : Epoch 1576 | loss: 0.0311209 | val_loss: 0.0311837 | Time: 1190.46 ms [2022-04-01 16:56:58 main:574] : INFO : Epoch 1577 | loss: 0.0311183 | val_loss: 0.0311811 | Time: 1214.92 ms [2022-04-01 16:56:59 main:574] : INFO : Epoch 1578 | loss: 0.0311176 | val_loss: 0.0311778 | Time: 1238.33 ms [2022-04-01 16:57:00 main:574] : INFO : Epoch 1579 | loss: 0.0311163 | val_loss: 0.0311827 | Time: 1128.88 ms [2022-04-01 16:57:01 main:574] : INFO : Epoch 1580 | loss: 0.0311244 | val_loss: 0.0311788 | Time: 1185.54 ms [2022-04-01 16:57:03 main:574] : INFO : Epoch 1581 | loss: 0.0311288 | val_loss: 0.0311813 | Time: 1119.26 ms [2022-04-01 16:57:04 main:574] : INFO : Epoch 1582 | loss: 0.0311213 | val_loss: 0.0311836 | Time: 1201.61 ms [2022-04-01 16:57:05 main:574] : INFO : Epoch 1583 | loss: 0.0311243 | val_loss: 0.0311805 | Time: 1185.36 ms [2022-04-01 16:57:06 main:574] : INFO : Epoch 1584 | loss: 0.0311271 | val_loss: 0.0311809 | Time: 1306.57 ms [2022-04-01 16:57:07 main:574] : INFO : Epoch 1585 | loss: 0.0311221 | val_loss: 0.0311805 | Time: 1257.13 ms [2022-04-01 16:57:09 main:574] : INFO : Epoch 1586 | loss: 0.0311226 | val_loss: 0.0311778 | Time: 1160.2 ms [2022-04-01 16:57:10 main:574] : INFO : Epoch 1587 | loss: 0.0311178 | val_loss: 0.0311778 | Time: 1135.13 ms [2022-04-01 16:57:11 main:574] : INFO : Epoch 1588 | loss: 0.0311173 | val_loss: 0.0311766 | Time: 1263.1 ms [2022-04-01 16:57:12 main:574] : INFO : Epoch 1589 | loss: 0.031118 | val_loss: 0.0311785 | Time: 1207.8 ms [2022-04-01 16:57:14 main:574] : INFO : Epoch 1590 | loss: 0.0311162 | val_loss: 0.0311757 | Time: 1264.95 ms [2022-04-01 16:57:15 main:574] : INFO : Epoch 1591 | loss: 0.0311205 | val_loss: 0.0311786 | Time: 1160.36 ms [2022-04-01 16:57:16 main:574] : INFO : Epoch 1592 | loss: 0.0311171 | val_loss: 0.031184 | Time: 1484.8 ms [2022-04-01 16:57:17 main:574] : INFO : Epoch 1593 | loss: 0.0311165 | val_loss: 0.0311822 | Time: 1224.71 ms [2022-04-01 16:57:19 main:574] : INFO : Epoch 1594 | loss: 0.0311196 | val_loss: 0.0311837 | Time: 1155.05 ms [2022-04-01 16:57:20 main:574] : INFO : Epoch 1595 | loss: 0.0311205 | val_loss: 0.0311802 | Time: 1138.71 ms [2022-04-01 16:57:21 main:574] : INFO : Epoch 1596 | loss: 0.0311213 | val_loss: 0.0311778 | Time: 1227.12 ms [2022-04-01 16:57:22 main:574] : INFO : Epoch 1597 | loss: 0.0311297 | val_loss: 0.0311788 | Time: 1226.77 ms [2022-04-01 16:57:23 main:574] : INFO : Epoch 1598 | loss: 0.0311304 | val_loss: 0.0311755 | Time: 1116.27 ms [2022-04-01 16:57:25 main:574] : INFO : Epoch 1599 | loss: 0.0311234 | val_loss: 0.0311869 | Time: 1240.56 ms [2022-04-01 16:57:26 main:574] : INFO : Epoch 1600 | loss: 0.0311209 | val_loss: 0.0311839 | Time: 1157.89 ms [2022-04-01 16:57:27 main:574] : INFO : Epoch 1601 | loss: 0.0311193 | val_loss: 0.0311785 | Time: 1235.43 ms [2022-04-01 16:57:28 main:574] : INFO : Epoch 1602 | loss: 0.0311171 | val_loss: 0.0311747 | Time: 1164.05 ms [2022-04-01 16:57:29 main:574] : INFO : Epoch 1603 | loss: 0.0311161 | val_loss: 0.0311831 | Time: 1238.61 ms [2022-04-01 16:57:31 main:574] : INFO : Epoch 1604 | loss: 0.0311234 | val_loss: 0.0311807 | Time: 1240.71 ms [2022-04-01 16:57:32 main:574] : INFO : Epoch 1605 | loss: 0.0311203 | val_loss: 0.0311832 | Time: 1322.62 ms [2022-04-01 16:57:33 main:574] : INFO : Epoch 1606 | loss: 0.0311159 | val_loss: 0.0311802 | Time: 1282.97 ms [2022-04-01 16:57:35 main:574] : INFO : Epoch 1607 | loss: 0.031113 | val_loss: 0.0311792 | Time: 1324.21 ms [2022-04-01 16:57:36 main:574] : INFO : Epoch 1608 | loss: 0.0311174 | val_loss: 0.0311812 | Time: 1196.79 ms [2022-04-01 16:57:37 main:574] : INFO : Epoch 1609 | loss: 0.0311147 | val_loss: 0.0311824 | Time: 1128.51 ms [2022-04-01 16:57:38 main:574] : INFO : Epoch 1610 | loss: 0.031116 | val_loss: 0.0311869 | Time: 1201.1 ms [2022-04-01 16:57:39 main:574] : INFO : Epoch 1611 | loss: 0.0311188 | val_loss: 0.0311792 | Time: 1150.99 ms [2022-04-01 16:57:41 main:574] : INFO : Epoch 1612 | loss: 0.0311177 | val_loss: 0.0311804 | Time: 1279.03 ms [2022-04-01 16:57:42 main:574] : INFO : Epoch 1613 | loss: 0.0311179 | val_loss: 0.0311758 | Time: 1159.72 ms [2022-04-01 16:57:43 main:574] : INFO : Epoch 1614 | loss: 0.0311224 | val_loss: 0.0311756 | Time: 1285.87 ms [2022-04-01 16:57:44 main:574] : INFO : Epoch 1615 | loss: 0.0311229 | val_loss: 0.031188 | Time: 1160.48 ms [2022-04-01 16:57:45 main:574] : INFO : Epoch 1616 | loss: 0.0311191 | val_loss: 0.0311779 | Time: 1133.53 ms [2022-04-01 16:57:46 main:574] : INFO : Epoch 1617 | loss: 0.031123 | val_loss: 0.0311834 | Time: 1158.38 ms [2022-04-01 16:57:48 main:574] : INFO : Epoch 1618 | loss: 0.0311266 | val_loss: 0.0311827 | Time: 1137.04 ms [2022-04-01 16:57:49 main:574] : INFO : Epoch 1619 | loss: 0.0311187 | val_loss: 0.0311841 | Time: 1160.13 ms [2022-04-01 16:57:50 main:574] : INFO : Epoch 1620 | loss: 0.0311168 | val_loss: 0.0311856 | Time: 1119 ms [2022-04-01 16:57:51 main:574] : INFO : Epoch 1621 | loss: 0.0311164 | val_loss: 0.031188 | Time: 1157.87 ms [2022-04-01 16:57:52 main:574] : INFO : Epoch 1622 | loss: 0.0311157 | val_loss: 0.0311781 | Time: 1138.03 ms [2022-04-01 16:57:53 main:574] : INFO : Epoch 1623 | loss: 0.0311164 | val_loss: 0.0311826 | Time: 1215.77 ms [2022-04-01 16:57:55 main:574] : INFO : Epoch 1624 | loss: 0.0311154 | val_loss: 0.0311826 | Time: 1157.67 ms [2022-04-01 16:57:56 main:574] : INFO : Epoch 1625 | loss: 0.0311222 | val_loss: 0.0311739 | Time: 1174.63 ms [2022-04-01 16:57:57 main:574] : INFO : Epoch 1626 | loss: 0.0311221 | val_loss: 0.0311779 | Time: 1163.41 ms [2022-04-01 16:57:58 main:574] : INFO : Epoch 1627 | loss: 0.0311246 | val_loss: 0.0311766 | Time: 1197.35 ms [2022-04-01 16:57:59 main:574] : INFO : Epoch 1628 | loss: 0.0311266 | val_loss: 0.03118 | Time: 1287.95 ms [2022-04-01 16:58:01 main:574] : INFO : Epoch 1629 | loss: 0.0311184 | val_loss: 0.0311725 | Time: 1111.7 ms [2022-04-01 16:58:02 main:574] : INFO : Epoch 1630 | loss: 0.0311203 | val_loss: 0.0311735 | Time: 1094.9 ms [2022-04-01 16:58:03 main:574] : INFO : Epoch 1631 | loss: 0.0311234 | val_loss: 0.0311762 | Time: 1077.24 ms [2022-04-01 16:58:04 main:574] : INFO : Epoch 1632 | loss: 0.0311203 | val_loss: 0.0311833 | Time: 1091.53 ms [2022-04-01 16:58:05 main:574] : INFO : Epoch 1633 | loss: 0.03112 | val_loss: 0.0311697 | Time: 1142.68 ms [2022-04-01 16:58:06 main:574] : INFO : Epoch 1634 | loss: 0.0311198 | val_loss: 0.0311822 | Time: 1326.6 ms [2022-04-01 16:58:08 main:574] : INFO : Epoch 1635 | loss: 0.0311166 | val_loss: 0.0311784 | Time: 1251.01 ms [2022-04-01 16:58:09 main:574] : INFO : Epoch 1636 | loss: 0.031119 | val_loss: 0.0311718 | Time: 1173.09 ms [2022-04-01 16:58:10 main:574] : INFO : Epoch 1637 | loss: 0.0311192 | val_loss: 0.0311858 | Time: 1167.17 ms [2022-04-01 16:58:11 main:574] : INFO : Epoch 1638 | loss: 0.0311196 | val_loss: 0.0311795 | Time: 1184.5 ms [2022-04-01 16:58:12 main:574] : INFO : Epoch 1639 | loss: 0.0311265 | val_loss: 0.0311727 | Time: 1108.5 ms [2022-04-01 16:58:13 main:574] : INFO : Epoch 1640 | loss: 0.0311274 | val_loss: 0.0311771 | Time: 1198.91 ms [2022-04-01 16:58:14 main:574] : INFO : Epoch 1641 | loss: 0.0311299 | val_loss: 0.0311768 | Time: 1094.09 ms [2022-04-01 16:58:16 main:574] : INFO : Epoch 1642 | loss: 0.0311215 | val_loss: 0.0311839 | Time: 1291.15 ms [2022-04-01 16:58:17 main:574] : INFO : Epoch 1643 | loss: 0.0311296 | val_loss: 0.0311846 | Time: 1292.41 ms [2022-04-01 16:58:18 main:574] : INFO : Epoch 1644 | loss: 0.0311339 | val_loss: 0.031173 | Time: 1224.04 ms [2022-04-01 16:58:20 main:574] : INFO : Epoch 1645 | loss: 0.0311263 | val_loss: 0.0311799 | Time: 1204.92 ms [2022-04-01 16:58:21 main:574] : INFO : Epoch 1646 | loss: 0.0311185 | val_loss: 0.0311793 | Time: 1360.24 ms [2022-04-01 16:58:22 main:574] : INFO : Epoch 1647 | loss: 0.0311202 | val_loss: 0.0311767 | Time: 1190.69 ms [2022-04-01 16:58:23 main:574] : INFO : Epoch 1648 | loss: 0.0311212 | val_loss: 0.0311843 | Time: 1263.93 ms [2022-04-01 16:58:25 main:574] : INFO : Epoch 1649 | loss: 0.0311268 | val_loss: 0.031177 | Time: 1216.04 ms [2022-04-01 16:58:26 main:574] : INFO : Epoch 1650 | loss: 0.0311219 | val_loss: 0.0311971 | Time: 1226.12 ms [2022-04-01 16:58:27 main:574] : INFO : Epoch 1651 | loss: 0.0311184 | val_loss: 0.0311757 | Time: 1336.47 ms [2022-04-01 16:58:28 main:574] : INFO : Epoch 1652 | loss: 0.0311161 | val_loss: 0.0311783 | Time: 1235.53 ms [2022-04-01 16:58:30 main:574] : INFO : Epoch 1653 | loss: 0.0311197 | val_loss: 0.0311784 | Time: 1203.04 ms [2022-04-01 16:58:31 main:574] : INFO : Epoch 1654 | loss: 0.0311217 | val_loss: 0.0311801 | Time: 1198.57 ms [2022-04-01 16:58:32 main:574] : INFO : Epoch 1655 | loss: 0.0311228 | val_loss: 0.0311808 | Time: 1191.94 ms [2022-04-01 16:58:33 main:574] : INFO : Epoch 1656 | loss: 0.0311199 | val_loss: 0.0311732 | Time: 1106.73 ms [2022-04-01 16:58:34 main:574] : INFO : Epoch 1657 | loss: 0.0311187 | val_loss: 0.0311766 | Time: 1072.31 ms [2022-04-01 16:58:35 main:574] : INFO : Epoch 1658 | loss: 0.0311168 | val_loss: 0.0311797 | Time: 1094.2 ms [2022-04-01 16:58:36 main:574] : INFO : Epoch 1659 | loss: 0.0311224 | val_loss: 0.0311732 | Time: 1108.91 ms [2022-04-01 16:58:37 main:574] : INFO : Epoch 1660 | loss: 0.0311186 | val_loss: 0.0311708 | Time: 1090.73 ms [2022-04-01 16:58:39 main:574] : INFO : Epoch 1661 | loss: 0.0311167 | val_loss: 0.0311847 | Time: 1181.32 ms [2022-04-01 16:58:40 main:574] : INFO : Epoch 1662 | loss: 0.0311332 | val_loss: 0.0311685 | Time: 1136.91 ms [2022-04-01 16:58:41 main:574] : INFO : Epoch 1663 | loss: 0.0311396 | val_loss: 0.0311722 | Time: 1191.62 ms [2022-04-01 16:58:42 main:574] : INFO : Epoch 1664 | loss: 0.0311363 | val_loss: 0.0311716 | Time: 1165.78 ms [2022-04-01 16:58:43 main:574] : INFO : Epoch 1665 | loss: 0.0311311 | val_loss: 0.0311749 | Time: 1249.3 ms [2022-04-01 16:58:45 main:574] : INFO : Epoch 1666 | loss: 0.031131 | val_loss: 0.0311708 | Time: 1172.64 ms [2022-04-01 16:58:46 main:574] : INFO : Epoch 1667 | loss: 0.03113 | val_loss: 0.0311749 | Time: 1191.96 ms [2022-04-01 16:58:47 main:574] : INFO : Epoch 1668 | loss: 0.0311316 | val_loss: 0.031172 | Time: 1207.24 ms [2022-04-01 16:58:48 main:574] : INFO : Epoch 1669 | loss: 0.0311395 | val_loss: 0.0311805 | Time: 1170.69 ms [2022-04-01 16:58:49 main:574] : INFO : Epoch 1670 | loss: 0.0311362 | val_loss: 0.0311718 | Time: 1159.99 ms [2022-04-01 16:58:50 main:574] : INFO : Epoch 1671 | loss: 0.0311341 | val_loss: 0.0311719 | Time: 1142.04 ms [2022-04-01 16:58:52 main:574] : INFO : Epoch 1672 | loss: 0.0311325 | val_loss: 0.0311726 | Time: 1164.5 ms [2022-04-01 16:58:53 main:574] : INFO : Epoch 1673 | loss: 0.0311287 | val_loss: 0.0311756 | Time: 1136.08 ms [2022-04-01 16:58:54 main:574] : INFO : Epoch 1674 | loss: 0.0311275 | val_loss: 0.0311699 | Time: 1167.41 ms [2022-04-01 16:58:55 main:574] : INFO : Epoch 1675 | loss: 0.031124 | val_loss: 0.0311737 | Time: 1138.13 ms [2022-04-01 16:58:56 main:574] : INFO : Epoch 1676 | loss: 0.0311229 | val_loss: 0.0311823 | Time: 1136.92 ms [2022-04-01 16:58:57 main:574] : INFO : Epoch 1677 | loss: 0.031126 | val_loss: 0.031176 | Time: 1123.84 ms [2022-04-01 16:58:59 main:574] : INFO : Epoch 1678 | loss: 0.0311368 | val_loss: 0.0311759 | Time: 1174.01 ms [2022-04-01 16:59:00 main:574] : INFO : Epoch 1679 | loss: 0.0311359 | val_loss: 0.031176 | Time: 1101.71 ms [2022-04-01 16:59:01 main:574] : INFO : Epoch 1680 | loss: 0.0311335 | val_loss: 0.0311732 | Time: 1224.24 ms [2022-04-01 16:59:02 main:574] : INFO : Epoch 1681 | loss: 0.0311334 | val_loss: 0.0311768 | Time: 1150.06 ms [2022-04-01 16:59:03 main:574] : INFO : Epoch 1682 | loss: 0.0311305 | val_loss: 0.0311732 | Time: 1144.13 ms [2022-04-01 16:59:04 main:574] : INFO : Epoch 1683 | loss: 0.031127 | val_loss: 0.0311729 | Time: 1081.97 ms [2022-04-01 16:59:06 main:574] : INFO : Epoch 1684 | loss: 0.0311252 | val_loss: 0.0311792 | Time: 1261.96 ms [2022-04-01 16:59:07 main:574] : INFO : Epoch 1685 | loss: 0.0311211 | val_loss: 0.031182 | Time: 1248.25 ms [2022-04-01 16:59:08 main:574] : INFO : Epoch 1686 | loss: 0.0311225 | val_loss: 0.0311831 | Time: 1200.53 ms [2022-04-01 16:59:09 main:574] : INFO : Epoch 1687 | loss: 0.031121 | val_loss: 0.0311749 | Time: 1143.9 ms [2022-04-01 16:59:10 main:574] : INFO : Epoch 1688 | loss: 0.0311239 | val_loss: 0.0311906 | Time: 1103.12 ms [2022-04-01 16:59:12 main:574] : INFO : Epoch 1689 | loss: 0.0311212 | val_loss: 0.0311789 | Time: 1304.93 ms [2022-04-01 16:59:13 main:574] : INFO : Epoch 1690 | loss: 0.0311179 | val_loss: 0.0311806 | Time: 1304.79 ms [2022-04-01 16:59:14 main:574] : INFO : Epoch 1691 | loss: 0.0311192 | val_loss: 0.0311881 | Time: 1214.19 ms [2022-04-01 16:59:15 main:574] : INFO : Epoch 1692 | loss: 0.0311161 | val_loss: 0.0311875 | Time: 1172.03 ms [2022-04-01 16:59:16 main:574] : INFO : Epoch 1693 | loss: 0.0311175 | val_loss: 0.0311792 | Time: 1231 ms [2022-04-01 16:59:18 main:574] : INFO : Epoch 1694 | loss: 0.0311216 | val_loss: 0.0311862 | Time: 1121 ms [2022-04-01 16:59:19 main:574] : INFO : Epoch 1695 | loss: 0.0311189 | val_loss: 0.0311929 | Time: 1174.99 ms [2022-04-01 16:59:20 main:574] : INFO : Epoch 1696 | loss: 0.0311189 | val_loss: 0.031178 | Time: 1131.91 ms [2022-04-01 16:59:21 main:574] : INFO : Epoch 1697 | loss: 0.0311165 | val_loss: 0.0311868 | Time: 1264.88 ms [2022-04-01 16:59:22 main:574] : INFO : Epoch 1698 | loss: 0.0311154 | val_loss: 0.0311798 | Time: 1268.19 ms [2022-04-01 16:59:24 main:574] : INFO : Epoch 1699 | loss: 0.0311172 | val_loss: 0.0311875 | Time: 1322.63 ms [2022-04-01 16:59:25 main:574] : INFO : Epoch 1700 | loss: 0.0311207 | val_loss: 0.0311899 | Time: 1188.04 ms [2022-04-01 16:59:26 main:574] : INFO : Epoch 1701 | loss: 0.0311167 | val_loss: 0.0311909 | Time: 1277.6 ms [2022-04-01 16:59:28 main:574] : INFO : Epoch 1702 | loss: 0.0311257 | val_loss: 0.0311788 | Time: 1269.07 ms [2022-04-01 16:59:29 main:574] : INFO : Epoch 1703 | loss: 0.0311233 | val_loss: 0.0311826 | Time: 1245.61 ms [2022-04-01 16:59:30 main:574] : INFO : Epoch 1704 | loss: 0.0311197 | val_loss: 0.0311864 | Time: 1161.45 ms [2022-04-01 16:59:31 main:574] : INFO : Epoch 1705 | loss: 0.0311162 | val_loss: 0.0311858 | Time: 1068.26 ms [2022-04-01 16:59:32 main:574] : INFO : Epoch 1706 | loss: 0.0311161 | val_loss: 0.0311836 | Time: 1198.87 ms [2022-04-01 16:59:33 main:574] : INFO : Epoch 1707 | loss: 0.0311149 | val_loss: 0.0311879 | Time: 1080.39 ms [2022-04-01 16:59:34 main:574] : INFO : Epoch 1708 | loss: 0.0311148 | val_loss: 0.0311832 | Time: 1133.52 ms [2022-04-01 16:59:36 main:574] : INFO : Epoch 1709 | loss: 0.0311163 | val_loss: 0.0311861 | Time: 1118.52 ms [2022-04-01 16:59:37 main:574] : INFO : Epoch 1710 | loss: 0.0311158 | val_loss: 0.0311849 | Time: 1152.84 ms [2022-04-01 16:59:38 main:574] : INFO : Epoch 1711 | loss: 0.0311206 | val_loss: 0.0311827 | Time: 1188.89 ms [2022-04-01 16:59:39 main:574] : INFO : Epoch 1712 | loss: 0.0311323 | val_loss: 0.0311956 | Time: 1135.49 ms [2022-04-01 16:59:40 main:574] : INFO : Epoch 1713 | loss: 0.0311284 | val_loss: 0.0311798 | Time: 1242.72 ms [2022-04-01 16:59:41 main:574] : INFO : Epoch 1714 | loss: 0.0311224 | val_loss: 0.0311919 | Time: 1055.99 ms [2022-04-01 16:59:43 main:574] : INFO : Epoch 1715 | loss: 0.031117 | val_loss: 0.0311814 | Time: 1200.16 ms [2022-04-01 16:59:44 main:574] : INFO : Epoch 1716 | loss: 0.031119 | val_loss: 0.0311825 | Time: 1087.53 ms [2022-04-01 16:59:45 main:574] : INFO : Epoch 1717 | loss: 0.031122 | val_loss: 0.0311893 | Time: 1151.57 ms [2022-04-01 16:59:46 main:574] : INFO : Epoch 1718 | loss: 0.0311179 | val_loss: 0.031188 | Time: 1135.83 ms [2022-04-01 16:59:47 main:574] : INFO : Epoch 1719 | loss: 0.0311177 | val_loss: 0.0311858 | Time: 1131.96 ms [2022-04-01 16:59:48 main:574] : INFO : Epoch 1720 | loss: 0.0311159 | val_loss: 0.0311922 | Time: 1140.8 ms [2022-04-01 16:59:49 main:574] : INFO : Epoch 1721 | loss: 0.0311155 | val_loss: 0.0311894 | Time: 1106.58 ms [2022-04-01 16:59:50 main:574] : INFO : Epoch 1722 | loss: 0.031116 | val_loss: 0.0311866 | Time: 1134.68 ms [2022-04-01 16:59:52 main:574] : INFO : Epoch 1723 | loss: 0.0311127 | val_loss: 0.0311956 | Time: 1170.83 ms [2022-04-01 16:59:53 main:574] : INFO : Epoch 1724 | loss: 0.0311152 | val_loss: 0.0311817 | Time: 1187.6 ms [2022-04-01 16:59:54 main:574] : INFO : Epoch 1725 | loss: 0.0311138 | val_loss: 0.0311857 | Time: 1172.81 ms [2022-04-01 16:59:55 main:574] : INFO : Epoch 1726 | loss: 0.0311159 | val_loss: 0.0311929 | Time: 1186.68 ms [2022-04-01 16:59:56 main:574] : INFO : Epoch 1727 | loss: 0.0311155 | val_loss: 0.0311898 | Time: 1178.32 ms [2022-04-01 16:59:58 main:574] : INFO : Epoch 1728 | loss: 0.0311111 | val_loss: 0.0311871 | Time: 1176.75 ms [2022-04-01 16:59:59 main:574] : INFO : Epoch 1729 | loss: 0.031115 | val_loss: 0.0312008 | Time: 1192.44 ms [2022-04-01 17:00:00 main:574] : INFO : Epoch 1730 | loss: 0.0311144 | val_loss: 0.0311849 | Time: 1111.35 ms [2022-04-01 17:00:01 main:574] : INFO : Epoch 1731 | loss: 0.031112 | val_loss: 0.0311919 | Time: 1151.51 ms [2022-04-01 17:00:02 main:574] : INFO : Epoch 1732 | loss: 0.031114 | val_loss: 0.0311806 | Time: 1317.59 ms [2022-04-01 17:00:04 main:574] : INFO : Epoch 1733 | loss: 0.0311252 | val_loss: 0.0311856 | Time: 1282.51 ms [2022-04-01 17:00:05 main:574] : INFO : Epoch 1734 | loss: 0.0311228 | val_loss: 0.0311836 | Time: 1284.97 ms [2022-04-01 17:00:06 main:574] : INFO : Epoch 1735 | loss: 0.0311319 | val_loss: 0.0311857 | Time: 1272.69 ms [2022-04-01 17:00:08 main:574] : INFO : Epoch 1736 | loss: 0.0311282 | val_loss: 0.0311793 | Time: 1341.86 ms [2022-04-01 17:00:09 main:574] : INFO : Epoch 1737 | loss: 0.031125 | val_loss: 0.031188 | Time: 1299.92 ms [2022-04-01 17:00:10 main:574] : INFO : Epoch 1738 | loss: 0.0311216 | val_loss: 0.031191 | Time: 1149.52 ms [2022-04-01 17:00:11 main:574] : INFO : Epoch 1739 | loss: 0.0311207 | val_loss: 0.0311843 | Time: 1211.8 ms [2022-04-01 17:00:12 main:574] : INFO : Epoch 1740 | loss: 0.0311177 | val_loss: 0.03119 | Time: 1176.52 ms [2022-04-01 17:00:13 main:574] : INFO : Epoch 1741 | loss: 0.0311183 | val_loss: 0.031183 | Time: 1058.04 ms [2022-04-01 17:00:15 main:574] : INFO : Epoch 1742 | loss: 0.0311187 | val_loss: 0.0311932 | Time: 1184.15 ms [2022-04-01 17:00:16 main:574] : INFO : Epoch 1743 | loss: 0.0311263 | val_loss: 0.0311804 | Time: 1171.28 ms [2022-04-01 17:00:17 main:574] : INFO : Epoch 1744 | loss: 0.0311188 | val_loss: 0.0311928 | Time: 1154.93 ms [2022-04-01 17:00:18 main:574] : INFO : Epoch 1745 | loss: 0.0311183 | val_loss: 0.0311841 | Time: 1097.44 ms [2022-04-01 17:00:19 main:574] : INFO : Epoch 1746 | loss: 0.0311193 | val_loss: 0.0311869 | Time: 1135.42 ms [2022-04-01 17:00:20 main:574] : INFO : Epoch 1747 | loss: 0.031119 | val_loss: 0.0311954 | Time: 1199.55 ms [2022-04-01 17:00:22 main:574] : INFO : Epoch 1748 | loss: 0.0311178 | val_loss: 0.0311835 | Time: 1094.81 ms [2022-04-01 17:00:23 main:574] : INFO : Epoch 1749 | loss: 0.0311219 | val_loss: 0.0311745 | Time: 1111.07 ms [2022-04-01 17:00:24 main:574] : INFO : Epoch 1750 | loss: 0.0311405 | val_loss: 0.0311721 | Time: 1081.6 ms [2022-04-01 17:00:25 main:574] : INFO : Epoch 1751 | loss: 0.0311388 | val_loss: 0.0311863 | Time: 1102.45 ms [2022-04-01 17:00:26 main:574] : INFO : Epoch 1752 | loss: 0.0311406 | val_loss: 0.031177 | Time: 1110.42 ms [2022-04-01 17:00:27 main:574] : INFO : Epoch 1753 | loss: 0.0311327 | val_loss: 0.0311852 | Time: 1152.79 ms [2022-04-01 17:00:28 main:574] : INFO : Epoch 1754 | loss: 0.0311255 | val_loss: 0.0311857 | Time: 1116.98 ms [2022-04-01 17:00:29 main:574] : INFO : Epoch 1755 | loss: 0.0311233 | val_loss: 0.0311904 | Time: 1124.49 ms [2022-04-01 17:00:30 main:574] : INFO : Epoch 1756 | loss: 0.031121 | val_loss: 0.0311931 | Time: 1095.72 ms [2022-04-01 17:00:32 main:574] : INFO : Epoch 1757 | loss: 0.0311202 | val_loss: 0.0311905 | Time: 1096.66 ms [2022-04-01 17:00:33 main:574] : INFO : Epoch 1758 | loss: 0.0311204 | val_loss: 0.0311872 | Time: 1066.47 ms [2022-04-01 17:00:34 main:574] : INFO : Epoch 1759 | loss: 0.0311181 | val_loss: 0.0311892 | Time: 1158.37 ms [2022-04-01 17:00:35 main:574] : INFO : Epoch 1760 | loss: 0.031115 | val_loss: 0.0311878 | Time: 1259 ms [2022-04-01 17:00:36 main:574] : INFO : Epoch 1761 | loss: 0.0311141 | val_loss: 0.0311856 | Time: 1153.07 ms [2022-04-01 17:00:37 main:574] : INFO : Epoch 1762 | loss: 0.031111 | val_loss: 0.0311882 | Time: 1137.52 ms [2022-04-01 17:00:39 main:574] : INFO : Epoch 1763 | loss: 0.031116 | val_loss: 0.0311883 | Time: 1223.74 ms [2022-04-01 17:00:40 main:574] : INFO : Epoch 1764 | loss: 0.0311148 | val_loss: 0.031192 | Time: 1173.68 ms [2022-04-01 17:00:41 main:574] : INFO : Epoch 1765 | loss: 0.0311129 | val_loss: 0.0311992 | Time: 1091.93 ms [2022-04-01 17:00:42 main:574] : INFO : Epoch 1766 | loss: 0.0311136 | val_loss: 0.0311897 | Time: 1100.43 ms [2022-04-01 17:00:43 main:574] : INFO : Epoch 1767 | loss: 0.0311153 | val_loss: 0.0311836 | Time: 1158.41 ms [2022-04-01 17:00:44 main:574] : INFO : Epoch 1768 | loss: 0.0311173 | val_loss: 0.0311751 | Time: 1240.97 ms [2022-04-01 17:00:46 main:574] : INFO : Epoch 1769 | loss: 0.031135 | val_loss: 0.0311708 | Time: 1215.38 ms [2022-04-01 17:00:47 main:574] : INFO : Epoch 1770 | loss: 0.0311311 | val_loss: 0.0311786 | Time: 1253.11 ms [2022-04-01 17:00:48 main:574] : INFO : Epoch 1771 | loss: 0.031126 | val_loss: 0.0311804 | Time: 1243.45 ms [2022-04-01 17:00:49 main:574] : INFO : Epoch 1772 | loss: 0.0311244 | val_loss: 0.0311834 | Time: 1245.1 ms [2022-04-01 17:00:51 main:574] : INFO : Epoch 1773 | loss: 0.0311236 | val_loss: 0.0311782 | Time: 1238.13 ms [2022-04-01 17:00:52 main:574] : INFO : Epoch 1774 | loss: 0.0311209 | val_loss: 0.0311853 | Time: 1337.03 ms [2022-04-01 17:00:53 main:574] : INFO : Epoch 1775 | loss: 0.0311413 | val_loss: 0.0311726 | Time: 1237.97 ms [2022-04-01 17:00:54 main:574] : INFO : Epoch 1776 | loss: 0.0311346 | val_loss: 0.0311706 | Time: 1214 ms [2022-04-01 17:00:56 main:574] : INFO : Epoch 1777 | loss: 0.0311343 | val_loss: 0.0311839 | Time: 1246.89 ms [2022-04-01 17:00:57 main:574] : INFO : Epoch 1778 | loss: 0.0311269 | val_loss: 0.0311767 | Time: 1242.46 ms [2022-04-01 17:00:58 main:574] : INFO : Epoch 1779 | loss: 0.0311268 | val_loss: 0.0311896 | Time: 1266.86 ms [2022-04-01 17:00:59 main:574] : INFO : Epoch 1780 | loss: 0.0311259 | val_loss: 0.0311816 | Time: 1183.93 ms [2022-04-01 17:01:00 main:574] : INFO : Epoch 1781 | loss: 0.0311238 | val_loss: 0.031179 | Time: 1101.38 ms [2022-04-01 17:01:02 main:574] : INFO : Epoch 1782 | loss: 0.0311272 | val_loss: 0.0311851 | Time: 1125.72 ms [2022-04-01 17:01:03 main:574] : INFO : Epoch 1783 | loss: 0.0311246 | val_loss: 0.0311823 | Time: 1068.47 ms [2022-04-01 17:01:04 main:574] : INFO : Epoch 1784 | loss: 0.0311218 | val_loss: 0.0311906 | Time: 1112.93 ms [2022-04-01 17:01:05 main:574] : INFO : Epoch 1785 | loss: 0.0311178 | val_loss: 0.0311852 | Time: 1117.34 ms [2022-04-01 17:01:06 main:574] : INFO : Epoch 1786 | loss: 0.0311157 | val_loss: 0.0311838 | Time: 1076.1 ms [2022-04-01 17:01:07 main:574] : INFO : Epoch 1787 | loss: 0.0311161 | val_loss: 0.0311762 | Time: 1139.63 ms [2022-04-01 17:01:08 main:574] : INFO : Epoch 1788 | loss: 0.031122 | val_loss: 0.0311872 | Time: 1087.72 ms [2022-04-01 17:01:09 main:574] : INFO : Epoch 1789 | loss: 0.0311238 | val_loss: 0.031186 | Time: 1096.43 ms [2022-04-01 17:01:10 main:574] : INFO : Epoch 1790 | loss: 0.0311211 | val_loss: 0.0311892 | Time: 1112.41 ms [2022-04-01 17:01:11 main:574] : INFO : Epoch 1791 | loss: 0.031116 | val_loss: 0.0311797 | Time: 1065.75 ms [2022-04-01 17:01:13 main:574] : INFO : Epoch 1792 | loss: 0.0311194 | val_loss: 0.0311798 | Time: 1119.42 ms [2022-04-01 17:01:14 main:574] : INFO : Epoch 1793 | loss: 0.0311248 | val_loss: 0.0311795 | Time: 1210.55 ms [2022-04-01 17:01:15 main:574] : INFO : Epoch 1794 | loss: 0.0311293 | val_loss: 0.0311805 | Time: 1214.9 ms [2022-04-01 17:01:16 main:574] : INFO : Epoch 1795 | loss: 0.0311291 | val_loss: 0.0311967 | Time: 1089.42 ms [2022-04-01 17:01:17 main:574] : INFO : Epoch 1796 | loss: 0.0311303 | val_loss: 0.031175 | Time: 1261.11 ms [2022-04-01 17:01:19 main:574] : INFO : Epoch 1797 | loss: 0.0311237 | val_loss: 0.0311804 | Time: 1224.6 ms [2022-04-01 17:01:20 main:574] : INFO : Epoch 1798 | loss: 0.0311204 | val_loss: 0.0311852 | Time: 1162.03 ms [2022-04-01 17:01:21 main:574] : INFO : Epoch 1799 | loss: 0.031117 | val_loss: 0.0311815 | Time: 1187.78 ms [2022-04-01 17:01:22 main:574] : INFO : Epoch 1800 | loss: 0.0311231 | val_loss: 0.0311815 | Time: 1091.82 ms [2022-04-01 17:01:23 main:574] : INFO : Epoch 1801 | loss: 0.03112 | val_loss: 0.0311835 | Time: 1159.45 ms [2022-04-01 17:01:24 main:574] : INFO : Epoch 1802 | loss: 0.0311174 | val_loss: 0.0311741 | Time: 1262.24 ms [2022-04-01 17:01:26 main:574] : INFO : Epoch 1803 | loss: 0.0311179 | val_loss: 0.0311779 | Time: 1332.04 ms [2022-04-01 17:01:27 main:574] : INFO : Epoch 1804 | loss: 0.0311159 | val_loss: 0.0311788 | Time: 1080.13 ms [2022-04-01 17:01:28 main:574] : INFO : Epoch 1805 | loss: 0.0311199 | val_loss: 0.0311753 | Time: 1325.44 ms [2022-04-01 17:01:29 main:574] : INFO : Epoch 1806 | loss: 0.0311186 | val_loss: 0.0311839 | Time: 1156.05 ms [2022-04-01 17:01:31 main:574] : INFO : Epoch 1807 | loss: 0.0311159 | val_loss: 0.031191 | Time: 1211.12 ms [2022-04-01 17:01:32 main:574] : INFO : Epoch 1808 | loss: 0.0311163 | val_loss: 0.0311912 | Time: 1145.79 ms [2022-04-01 17:01:33 main:574] : INFO : Epoch 1809 | loss: 0.0311159 | val_loss: 0.031185 | Time: 1164.35 ms [2022-04-01 17:01:34 main:574] : INFO : Epoch 1810 | loss: 0.0311135 | val_loss: 0.0311833 | Time: 1377.43 ms [2022-04-01 17:01:36 main:574] : INFO : Epoch 1811 | loss: 0.0311185 | val_loss: 0.0311816 | Time: 1295.95 ms [2022-04-01 17:01:37 main:574] : INFO : Epoch 1812 | loss: 0.0311207 | val_loss: 0.0311758 | Time: 1083.4 ms [2022-04-01 17:01:38 main:574] : INFO : Epoch 1813 | loss: 0.0311211 | val_loss: 0.0311823 | Time: 1207.71 ms [2022-04-01 17:01:39 main:574] : INFO : Epoch 1814 | loss: 0.0311225 | val_loss: 0.031183 | Time: 1159.42 ms [2022-04-01 17:01:40 main:574] : INFO : Epoch 1815 | loss: 0.0311184 | val_loss: 0.0311815 | Time: 1166.61 ms [2022-04-01 17:01:42 main:574] : INFO : Epoch 1816 | loss: 0.0311147 | val_loss: 0.0311853 | Time: 1290.47 ms [2022-04-01 17:01:43 main:574] : INFO : Epoch 1817 | loss: 0.0311155 | val_loss: 0.031183 | Time: 1264.51 ms [2022-04-01 17:01:44 main:574] : INFO : Epoch 1818 | loss: 0.0311162 | val_loss: 0.0311866 | Time: 1242.97 ms [2022-04-01 17:01:45 main:574] : INFO : Epoch 1819 | loss: 0.0311296 | val_loss: 0.0311743 | Time: 1144.43 ms [2022-04-01 17:01:46 main:574] : INFO : Epoch 1820 | loss: 0.031127 | val_loss: 0.0311873 | Time: 1163.51 ms [2022-04-01 17:01:48 main:574] : INFO : Epoch 1821 | loss: 0.031124 | val_loss: 0.0311852 | Time: 1168.66 ms [2022-04-01 17:01:49 main:574] : INFO : Epoch 1822 | loss: 0.0311243 | val_loss: 0.0311778 | Time: 1180.18 ms [2022-04-01 17:01:50 main:574] : INFO : Epoch 1823 | loss: 0.0311218 | val_loss: 0.0311799 | Time: 1172.9 ms [2022-04-01 17:01:51 main:574] : INFO : Epoch 1824 | loss: 0.0311168 | val_loss: 0.0311872 | Time: 1193.56 ms [2022-04-01 17:01:52 main:574] : INFO : Epoch 1825 | loss: 0.0311186 | val_loss: 0.0311767 | Time: 1253.04 ms [2022-04-01 17:01:54 main:574] : INFO : Epoch 1826 | loss: 0.0311174 | val_loss: 0.0311748 | Time: 1202.44 ms [2022-04-01 17:01:55 main:574] : INFO : Epoch 1827 | loss: 0.0311149 | val_loss: 0.0311832 | Time: 1129.64 ms [2022-04-01 17:01:56 main:574] : INFO : Epoch 1828 | loss: 0.0311119 | val_loss: 0.0311822 | Time: 1129.6 ms [2022-04-01 17:01:57 main:574] : INFO : Epoch 1829 | loss: 0.0311206 | val_loss: 0.0311736 | Time: 1158.34 ms [2022-04-01 17:01:58 main:574] : INFO : Epoch 1830 | loss: 0.0311208 | val_loss: 0.0311837 | Time: 1280.11 ms [2022-04-01 17:01:59 main:574] : INFO : Epoch 1831 | loss: 0.0311269 | val_loss: 0.0311796 | Time: 1151.42 ms [2022-04-01 17:02:00 main:574] : INFO : Epoch 1832 | loss: 0.0311183 | val_loss: 0.0311833 | Time: 1100.23 ms [2022-04-01 17:02:02 main:574] : INFO : Epoch 1833 | loss: 0.0311177 | val_loss: 0.0311856 | Time: 1100.03 ms [2022-04-01 17:02:03 main:574] : INFO : Epoch 1834 | loss: 0.0311176 | val_loss: 0.0311909 | Time: 1177.96 ms [2022-04-01 17:02:04 main:574] : INFO : Epoch 1835 | loss: 0.0311154 | val_loss: 0.0311798 | Time: 1095.08 ms [2022-04-01 17:02:05 main:574] : INFO : Epoch 1836 | loss: 0.0311132 | val_loss: 0.0311822 | Time: 1168.8 ms [2022-04-01 17:02:06 main:574] : INFO : Epoch 1837 | loss: 0.0311115 | val_loss: 0.031175 | Time: 1175.27 ms [2022-04-01 17:02:07 main:574] : INFO : Epoch 1838 | loss: 0.0311158 | val_loss: 0.0311788 | Time: 1146.83 ms [2022-04-01 17:02:09 main:574] : INFO : Epoch 1839 | loss: 0.0311168 | val_loss: 0.0311847 | Time: 1137.44 ms [2022-04-01 17:02:10 main:574] : INFO : Epoch 1840 | loss: 0.0311311 | val_loss: 0.0311753 | Time: 1074.7 ms [2022-04-01 17:02:11 main:574] : INFO : Epoch 1841 | loss: 0.0311344 | val_loss: 0.0311786 | Time: 1095.5 ms [2022-04-01 17:02:12 main:574] : INFO : Epoch 1842 | loss: 0.0311289 | val_loss: 0.0311823 | Time: 1108.86 ms [2022-04-01 17:02:13 main:574] : INFO : Epoch 1843 | loss: 0.0311229 | val_loss: 0.0311773 | Time: 1148.65 ms [2022-04-01 17:02:14 main:574] : INFO : Epoch 1844 | loss: 0.0311177 | val_loss: 0.0311792 | Time: 1128.63 ms [2022-04-01 17:02:15 main:574] : INFO : Epoch 1845 | loss: 0.0311119 | val_loss: 0.0311779 | Time: 1064.97 ms [2022-04-01 17:02:16 main:574] : INFO : Epoch 1846 | loss: 0.0311162 | val_loss: 0.0311751 | Time: 1186.03 ms [2022-04-01 17:02:17 main:574] : INFO : Epoch 1847 | loss: 0.0311166 | val_loss: 0.0311851 | Time: 1108.99 ms [2022-04-01 17:02:19 main:574] : INFO : Epoch 1848 | loss: 0.0311123 | val_loss: 0.0311847 | Time: 1193.16 ms [2022-04-01 17:02:20 main:574] : INFO : Epoch 1849 | loss: 0.0311227 | val_loss: 0.0311772 | Time: 1076.28 ms [2022-04-01 17:02:21 main:574] : INFO : Epoch 1850 | loss: 0.0311526 | val_loss: 0.0311748 | Time: 1086.59 ms [2022-04-01 17:02:22 main:574] : INFO : Epoch 1851 | loss: 0.0311525 | val_loss: 0.031172 | Time: 1106.56 ms [2022-04-01 17:02:23 main:574] : INFO : Epoch 1852 | loss: 0.0311487 | val_loss: 0.0311767 | Time: 1105.3 ms [2022-04-01 17:02:24 main:574] : INFO : Epoch 1853 | loss: 0.0311485 | val_loss: 0.0311745 | Time: 1088.46 ms [2022-04-01 17:02:25 main:574] : INFO : Epoch 1854 | loss: 0.0311477 | val_loss: 0.0311783 | Time: 1299.09 ms [2022-04-01 17:02:27 main:574] : INFO : Epoch 1855 | loss: 0.0311444 | val_loss: 0.0311768 | Time: 1210.43 ms [2022-04-01 17:02:28 main:574] : INFO : Epoch 1856 | loss: 0.0311409 | val_loss: 0.0311724 | Time: 1098.95 ms [2022-04-01 17:02:29 main:574] : INFO : Epoch 1857 | loss: 0.0311387 | val_loss: 0.0311731 | Time: 1097.33 ms [2022-04-01 17:02:30 main:574] : INFO : Epoch 1858 | loss: 0.0311381 | val_loss: 0.0311708 | Time: 1153.16 ms [2022-04-01 17:02:31 main:574] : INFO : Epoch 1859 | loss: 0.0311358 | val_loss: 0.0311769 | Time: 1169.37 ms [2022-04-01 17:02:32 main:574] : INFO : Epoch 1860 | loss: 0.0311393 | val_loss: 0.0311841 | Time: 1124.28 ms [2022-04-01 17:02:33 main:574] : INFO : Epoch 1861 | loss: 0.0311378 | val_loss: 0.0311806 | Time: 1162.07 ms [2022-04-01 17:02:35 main:574] : INFO : Epoch 1862 | loss: 0.0311331 | val_loss: 0.03119 | Time: 1266.8 ms [2022-04-01 17:02:36 main:574] : INFO : Epoch 1863 | loss: 0.0311334 | val_loss: 0.0311929 | Time: 1223.06 ms [2022-04-01 17:02:37 main:574] : INFO : Epoch 1864 | loss: 0.0311351 | val_loss: 0.0311778 | Time: 1153.03 ms [2022-04-01 17:02:38 main:574] : INFO : Epoch 1865 | loss: 0.0311354 | val_loss: 0.0311902 | Time: 1202.52 ms [2022-04-01 17:02:40 main:574] : INFO : Epoch 1866 | loss: 0.0311333 | val_loss: 0.0311835 | Time: 1207.91 ms [2022-04-01 17:02:41 main:574] : INFO : Epoch 1867 | loss: 0.0311319 | val_loss: 0.0311798 | Time: 1233.94 ms [2022-04-01 17:02:42 main:574] : INFO : Epoch 1868 | loss: 0.0311295 | val_loss: 0.0311876 | Time: 1331.6 ms [2022-04-01 17:02:43 main:574] : INFO : Epoch 1869 | loss: 0.0311304 | val_loss: 0.0311775 | Time: 1221.54 ms [2022-04-01 17:02:45 main:574] : INFO : Epoch 1870 | loss: 0.0311296 | val_loss: 0.0311775 | Time: 1242.84 ms [2022-04-01 17:02:46 main:574] : INFO : Epoch 1871 | loss: 0.0311267 | val_loss: 0.0311806 | Time: 1190.4 ms [2022-04-01 17:02:47 main:574] : INFO : Epoch 1872 | loss: 0.0311258 | val_loss: 0.0311792 | Time: 1156.44 ms [2022-04-01 17:02:48 main:574] : INFO : Epoch 1873 | loss: 0.0311281 | val_loss: 0.0311803 | Time: 1211.48 ms [2022-04-01 17:02:49 main:574] : INFO : Epoch 1874 | loss: 0.0311287 | val_loss: 0.0311888 | Time: 1197.21 ms [2022-04-01 17:02:50 main:574] : INFO : Epoch 1875 | loss: 0.0311311 | val_loss: 0.0311856 | Time: 1127.51 ms [2022-04-01 17:02:52 main:574] : INFO : Epoch 1876 | loss: 0.0311327 | val_loss: 0.0311796 | Time: 1537.3 ms [2022-04-01 17:02:54 main:574] : INFO : Epoch 1877 | loss: 0.0311299 | val_loss: 0.0311787 | Time: 1473.91 ms [2022-04-01 17:02:55 main:574] : INFO : Epoch 1878 | loss: 0.0311271 | val_loss: 0.0311857 | Time: 1305.67 ms [2022-04-01 17:02:56 main:574] : INFO : Epoch 1879 | loss: 0.0311265 | val_loss: 0.0311815 | Time: 1218.73 ms [2022-04-01 17:02:57 main:574] : INFO : Epoch 1880 | loss: 0.0311244 | val_loss: 0.0311865 | Time: 1126.14 ms [2022-04-01 17:02:58 main:574] : INFO : Epoch 1881 | loss: 0.0311229 | val_loss: 0.0311804 | Time: 1167.65 ms [2022-04-01 17:03:00 main:574] : INFO : Epoch 1882 | loss: 0.0311234 | val_loss: 0.0311739 | Time: 1166.03 ms [2022-04-01 17:03:01 main:574] : INFO : Epoch 1883 | loss: 0.0311211 | val_loss: 0.0311906 | Time: 1181.79 ms [2022-04-01 17:03:02 main:574] : INFO : Epoch 1884 | loss: 0.0311245 | val_loss: 0.031177 | Time: 1082.99 ms [2022-04-01 17:03:03 main:574] : INFO : Epoch 1885 | loss: 0.0311232 | val_loss: 0.0311772 | Time: 1293.3 ms [2022-04-01 17:03:04 main:574] : INFO : Epoch 1886 | loss: 0.0311239 | val_loss: 0.031181 | Time: 1052.44 ms [2022-04-01 17:03:05 main:574] : INFO : Epoch 1887 | loss: 0.0311265 | val_loss: 0.0311882 | Time: 1180.8 ms [2022-04-01 17:03:06 main:574] : INFO : Epoch 1888 | loss: 0.0311218 | val_loss: 0.0311866 | Time: 1088.22 ms [2022-04-01 17:03:08 main:574] : INFO : Epoch 1889 | loss: 0.0311235 | val_loss: 0.0311837 | Time: 1205.53 ms [2022-04-01 17:03:09 main:574] : INFO : Epoch 1890 | loss: 0.0311216 | val_loss: 0.0311827 | Time: 1166.03 ms [2022-04-01 17:03:10 main:574] : INFO : Epoch 1891 | loss: 0.0311228 | val_loss: 0.03118 | Time: 1109.75 ms [2022-04-01 17:03:11 main:574] : INFO : Epoch 1892 | loss: 0.0311185 | val_loss: 0.0311836 | Time: 1180.59 ms [2022-04-01 17:03:12 main:574] : INFO : Epoch 1893 | loss: 0.0311342 | val_loss: 0.0311862 | Time: 1131.27 ms [2022-04-01 17:03:13 main:574] : INFO : Epoch 1894 | loss: 0.0311377 | val_loss: 0.0311841 | Time: 1223.54 ms [2022-04-01 17:03:15 main:574] : INFO : Epoch 1895 | loss: 0.0311309 | val_loss: 0.0311868 | Time: 1400.15 ms [2022-04-01 17:03:16 main:574] : INFO : Epoch 1896 | loss: 0.0311259 | val_loss: 0.0311849 | Time: 1367.03 ms [2022-04-01 17:03:17 main:574] : INFO : Epoch 1897 | loss: 0.0311249 | val_loss: 0.0311788 | Time: 1193.47 ms [2022-04-01 17:03:19 main:574] : INFO : Epoch 1898 | loss: 0.0311302 | val_loss: 0.0311818 | Time: 1168.79 ms [2022-04-01 17:03:20 main:574] : INFO : Epoch 1899 | loss: 0.0311295 | val_loss: 0.0311808 | Time: 1192.6 ms [2022-04-01 17:03:21 main:574] : INFO : Epoch 1900 | loss: 0.0311262 | val_loss: 0.0311865 | Time: 1363.16 ms [2022-04-01 17:03:22 main:574] : INFO : Epoch 1901 | loss: 0.0311248 | val_loss: 0.0311851 | Time: 1224.99 ms [2022-04-01 17:03:24 main:574] : INFO : Epoch 1902 | loss: 0.0311223 | val_loss: 0.0311802 | Time: 1243.22 ms [2022-04-01 17:03:25 main:574] : INFO : Epoch 1903 | loss: 0.0311249 | val_loss: 0.031185 | Time: 1214.46 ms [2022-04-01 17:03:26 main:574] : INFO : Epoch 1904 | loss: 0.0311282 | val_loss: 0.0311764 | Time: 1318.32 ms [2022-04-01 17:03:28 main:574] : INFO : Epoch 1905 | loss: 0.0311293 | val_loss: 0.0311784 | Time: 1368.68 ms [2022-04-01 17:03:29 main:574] : INFO : Epoch 1906 | loss: 0.0311233 | val_loss: 0.0311818 | Time: 1176.41 ms [2022-04-01 17:03:30 main:574] : INFO : Epoch 1907 | loss: 0.0311238 | val_loss: 0.0311868 | Time: 1337.18 ms [2022-04-01 17:03:31 main:574] : INFO : Epoch 1908 | loss: 0.0311195 | val_loss: 0.0311881 | Time: 1366.05 ms [2022-04-01 17:03:33 main:574] : INFO : Epoch 1909 | loss: 0.0311197 | val_loss: 0.031179 | Time: 1267.15 ms [2022-04-01 17:03:34 main:574] : INFO : Epoch 1910 | loss: 0.0311209 | val_loss: 0.0311855 | Time: 1106.03 ms [2022-04-01 17:03:35 main:574] : INFO : Epoch 1911 | loss: 0.0311203 | val_loss: 0.0311824 | Time: 1147.63 ms [2022-04-01 17:03:36 main:574] : INFO : Epoch 1912 | loss: 0.0311193 | val_loss: 0.0312017 | Time: 1373.32 ms [2022-04-01 17:03:38 main:574] : INFO : Epoch 1913 | loss: 0.0311196 | val_loss: 0.031188 | Time: 1163.14 ms [2022-04-01 17:03:39 main:574] : INFO : Epoch 1914 | loss: 0.0311176 | val_loss: 0.0311857 | Time: 1181.28 ms [2022-04-01 17:03:40 main:574] : INFO : Epoch 1915 | loss: 0.0311186 | val_loss: 0.0311793 | Time: 1337.14 ms [2022-04-01 17:03:41 main:574] : INFO : Epoch 1916 | loss: 0.031119 | val_loss: 0.0311791 | Time: 1303.03 ms [2022-04-01 17:03:43 main:574] : INFO : Epoch 1917 | loss: 0.0311222 | val_loss: 0.0311877 | Time: 1226.87 ms [2022-04-01 17:03:44 main:574] : INFO : Epoch 1918 | loss: 0.0311167 | val_loss: 0.031183 | Time: 1267.6 ms [2022-04-01 17:03:45 main:574] : INFO : Epoch 1919 | loss: 0.0311133 | val_loss: 0.0311879 | Time: 1161.72 ms [2022-04-01 17:03:46 main:574] : INFO : Epoch 1920 | loss: 0.0311112 | val_loss: 0.0311884 | Time: 1095.97 ms [2022-04-01 17:03:47 main:574] : INFO : Epoch 1921 | loss: 0.0311128 | val_loss: 0.0311872 | Time: 1164.03 ms [2022-04-01 17:03:48 main:574] : INFO : Epoch 1922 | loss: 0.031116 | val_loss: 0.031197 | Time: 1151.46 ms [2022-04-01 17:03:50 main:574] : INFO : Epoch 1923 | loss: 0.0311136 | val_loss: 0.0311877 | Time: 1151.55 ms [2022-04-01 17:03:51 main:574] : INFO : Epoch 1924 | loss: 0.0311122 | val_loss: 0.0311929 | Time: 1593.47 ms [2022-04-01 17:03:52 main:574] : INFO : Epoch 1925 | loss: 0.0311118 | val_loss: 0.0311891 | Time: 1290.64 ms [2022-04-01 17:03:54 main:574] : INFO : Epoch 1926 | loss: 0.0311111 | val_loss: 0.0311905 | Time: 1251.33 ms [2022-04-01 17:03:55 main:574] : INFO : Epoch 1927 | loss: 0.0311109 | val_loss: 0.031192 | Time: 1207.08 ms [2022-04-01 17:03:56 main:574] : INFO : Epoch 1928 | loss: 0.0311134 | val_loss: 0.0311913 | Time: 1148.35 ms [2022-04-01 17:03:57 main:574] : INFO : Epoch 1929 | loss: 0.0311158 | val_loss: 0.0311815 | Time: 1181.2 ms [2022-04-01 17:03:58 main:574] : INFO : Epoch 1930 | loss: 0.0311154 | val_loss: 0.0311997 | Time: 1192.39 ms [2022-04-01 17:04:00 main:574] : INFO : Epoch 1931 | loss: 0.0311274 | val_loss: 0.031182 | Time: 1219.23 ms [2022-04-01 17:04:01 main:574] : INFO : Epoch 1932 | loss: 0.031138 | val_loss: 0.0311861 | Time: 1341.37 ms [2022-04-01 17:04:02 main:574] : INFO : Epoch 1933 | loss: 0.0311326 | val_loss: 0.0311841 | Time: 1097.65 ms [2022-04-01 17:04:03 main:574] : INFO : Epoch 1934 | loss: 0.0311244 | val_loss: 0.0311867 | Time: 1272.25 ms [2022-04-01 17:04:05 main:574] : INFO : Epoch 1935 | loss: 0.0311231 | val_loss: 0.0311829 | Time: 1263.13 ms [2022-04-01 17:04:06 main:574] : INFO : Epoch 1936 | loss: 0.0311232 | val_loss: 0.0311972 | Time: 1250.46 ms [2022-04-01 17:04:07 main:574] : INFO : Epoch 1937 | loss: 0.031122 | val_loss: 0.0311797 | Time: 1117.55 ms [2022-04-01 17:04:08 main:574] : INFO : Epoch 1938 | loss: 0.0311295 | val_loss: 0.0311878 | Time: 1113.47 ms [2022-04-01 17:04:09 main:574] : INFO : Epoch 1939 | loss: 0.0311229 | val_loss: 0.0311864 | Time: 1304.02 ms [2022-04-01 17:04:11 main:574] : INFO : Epoch 1940 | loss: 0.0311166 | val_loss: 0.0311876 | Time: 1257.02 ms [2022-04-01 17:04:12 main:574] : INFO : Epoch 1941 | loss: 0.0311138 | val_loss: 0.0311868 | Time: 1203.26 ms [2022-04-01 17:04:13 main:574] : INFO : Epoch 1942 | loss: 0.0311126 | val_loss: 0.0311913 | Time: 1346.95 ms [2022-04-01 17:04:15 main:574] : INFO : Epoch 1943 | loss: 0.0311139 | val_loss: 0.0311871 | Time: 1257.45 ms [2022-04-01 17:04:16 main:574] : INFO : Epoch 1944 | loss: 0.0311144 | val_loss: 0.0312039 | Time: 1328.99 ms [2022-04-01 17:04:17 main:574] : INFO : Epoch 1945 | loss: 0.0311111 | val_loss: 0.0311898 | Time: 1311.76 ms [2022-04-01 17:04:18 main:574] : INFO : Epoch 1946 | loss: 0.031111 | val_loss: 0.0311955 | Time: 1206.84 ms [2022-04-01 17:04:20 main:574] : INFO : Epoch 1947 | loss: 0.0311115 | val_loss: 0.0311919 | Time: 1369.9 ms [2022-04-01 17:04:21 main:574] : INFO : Epoch 1948 | loss: 0.0311125 | val_loss: 0.0311976 | Time: 1332.44 ms [2022-04-01 17:04:22 main:574] : INFO : Epoch 1949 | loss: 0.0311112 | val_loss: 0.0312028 | Time: 1164.99 ms [2022-04-01 17:04:24 main:574] : INFO : Epoch 1950 | loss: 0.0311124 | val_loss: 0.0311899 | Time: 1260.7 ms [2022-04-01 17:04:25 main:574] : INFO : Epoch 1951 | loss: 0.031118 | val_loss: 0.031186 | Time: 1380.05 ms [2022-04-01 17:04:26 main:574] : INFO : Epoch 1952 | loss: 0.03112 | val_loss: 0.0311893 | Time: 1353.29 ms [2022-04-01 17:04:27 main:574] : INFO : Epoch 1953 | loss: 0.0311189 | val_loss: 0.0311919 | Time: 1196.76 ms [2022-04-01 17:04:29 main:574] : INFO : Epoch 1954 | loss: 0.0311147 | val_loss: 0.0311929 | Time: 1288.45 ms [2022-04-01 17:04:30 main:574] : INFO : Epoch 1955 | loss: 0.0311137 | val_loss: 0.0311997 | Time: 1366.74 ms [2022-04-01 17:04:32 main:574] : INFO : Epoch 1956 | loss: 0.0311239 | val_loss: 0.0311946 | Time: 1304.37 ms [2022-04-01 17:04:33 main:574] : INFO : Epoch 1957 | loss: 0.0311225 | val_loss: 0.0311882 | Time: 1333 ms [2022-04-01 17:04:34 main:574] : INFO : Epoch 1958 | loss: 0.0311173 | val_loss: 0.031194 | Time: 1391.7 ms [2022-04-01 17:04:36 main:574] : INFO : Epoch 1959 | loss: 0.0311129 | val_loss: 0.031195 | Time: 1296.1 ms [2022-04-01 17:04:37 main:574] : INFO : Epoch 1960 | loss: 0.0311087 | val_loss: 0.031189 | Time: 1359.85 ms [2022-04-01 17:04:38 main:574] : INFO : Epoch 1961 | loss: 0.0311114 | val_loss: 0.0311911 | Time: 1303.96 ms [2022-04-01 17:04:39 main:574] : INFO : Epoch 1962 | loss: 0.0311127 | val_loss: 0.0311926 | Time: 1223.28 ms [2022-04-01 17:04:41 main:574] : INFO : Epoch 1963 | loss: 0.0311075 | val_loss: 0.0311975 | Time: 1226.52 ms [2022-04-01 17:04:42 main:574] : INFO : Epoch 1964 | loss: 0.031108 | val_loss: 0.0311917 | Time: 1212.98 ms [2022-04-01 17:04:43 main:574] : INFO : Epoch 1965 | loss: 0.0311093 | val_loss: 0.0311912 | Time: 1377.9 ms [2022-04-01 17:04:45 main:574] : INFO : Epoch 1966 | loss: 0.0311098 | val_loss: 0.0311861 | Time: 1324.08 ms [2022-04-01 17:04:46 main:574] : INFO : Epoch 1967 | loss: 0.031111 | val_loss: 0.0311934 | Time: 1253.29 ms [2022-04-01 17:04:47 main:574] : INFO : Epoch 1968 | loss: 0.0311081 | val_loss: 0.0311865 | Time: 1084.73 ms [2022-04-01 17:04:48 main:574] : INFO : Epoch 1969 | loss: 0.0311061 | val_loss: 0.0311992 | Time: 1135.75 ms [2022-04-01 17:04:49 main:574] : INFO : Epoch 1970 | loss: 0.0311049 | val_loss: 0.0311887 | Time: 1138.7 ms [2022-04-01 17:04:50 main:574] : INFO : Epoch 1971 | loss: 0.0311086 | val_loss: 0.0311877 | Time: 1132.05 ms [2022-04-01 17:04:52 main:574] : INFO : Epoch 1972 | loss: 0.0311101 | val_loss: 0.0312036 | Time: 1175.6 ms [2022-04-01 17:04:53 main:574] : INFO : Epoch 1973 | loss: 0.0311088 | val_loss: 0.0311922 | Time: 1158.24 ms [2022-04-01 17:04:54 main:574] : INFO : Epoch 1974 | loss: 0.031115 | val_loss: 0.0311855 | Time: 1261.57 ms [2022-04-01 17:04:55 main:574] : INFO : Epoch 1975 | loss: 0.0311117 | val_loss: 0.0311885 | Time: 1216.68 ms [2022-04-01 17:04:56 main:574] : INFO : Epoch 1976 | loss: 0.0311117 | val_loss: 0.0311851 | Time: 1232.25 ms [2022-04-01 17:04:58 main:574] : INFO : Epoch 1977 | loss: 0.0311086 | val_loss: 0.031191 | Time: 1112.5 ms [2022-04-01 17:04:59 main:574] : INFO : Epoch 1978 | loss: 0.0311077 | val_loss: 0.0311892 | Time: 1117.72 ms [2022-04-01 17:05:00 main:574] : INFO : Epoch 1979 | loss: 0.0311071 | val_loss: 0.0311951 | Time: 1110.31 ms [2022-04-01 17:05:01 main:574] : INFO : Epoch 1980 | loss: 0.0311085 | val_loss: 0.0312004 | Time: 1307.08 ms [2022-04-01 17:05:02 main:574] : INFO : Epoch 1981 | loss: 0.0311085 | val_loss: 0.0311919 | Time: 1260.03 ms [2022-04-01 17:05:03 main:574] : INFO : Epoch 1982 | loss: 0.0311125 | val_loss: 0.0311942 | Time: 1080.98 ms [2022-04-01 17:05:05 main:574] : INFO : Epoch 1983 | loss: 0.031107 | val_loss: 0.031194 | Time: 1273.02 ms [2022-04-01 17:05:06 main:574] : INFO : Epoch 1984 | loss: 0.0311105 | val_loss: 0.031187 | Time: 1284.76 ms [2022-04-01 17:05:07 main:574] : INFO : Epoch 1985 | loss: 0.0311116 | val_loss: 0.0311988 | Time: 1328.15 ms [2022-04-01 17:05:08 main:574] : INFO : Epoch 1986 | loss: 0.0311057 | val_loss: 0.0311955 | Time: 1148.32 ms [2022-04-01 17:05:10 main:574] : INFO : Epoch 1987 | loss: 0.0311051 | val_loss: 0.0311945 | Time: 1081.66 ms [2022-04-01 17:05:11 main:574] : INFO : Epoch 1988 | loss: 0.031108 | val_loss: 0.0311878 | Time: 1087.16 ms [2022-04-01 17:05:12 main:574] : INFO : Epoch 1989 | loss: 0.0311107 | val_loss: 0.0311914 | Time: 1079.84 ms [2022-04-01 17:05:13 main:574] : INFO : Epoch 1990 | loss: 0.0311115 | val_loss: 0.0311876 | Time: 1072.29 ms [2022-04-01 17:05:14 main:574] : INFO : Epoch 1991 | loss: 0.03111 | val_loss: 0.0311892 | Time: 1067.13 ms [2022-04-01 17:05:15 main:574] : INFO : Epoch 1992 | loss: 0.0311091 | val_loss: 0.0311878 | Time: 1138.54 ms [2022-04-01 17:05:16 main:574] : INFO : Epoch 1993 | loss: 0.0311076 | val_loss: 0.03119 | Time: 1071.57 ms [2022-04-01 17:05:17 main:574] : INFO : Epoch 1994 | loss: 0.0311187 | val_loss: 0.031189 | Time: 1153.28 ms [2022-04-01 17:05:19 main:574] : INFO : Epoch 1995 | loss: 0.031117 | val_loss: 0.0311906 | Time: 1361.26 ms [2022-04-01 17:05:20 main:574] : INFO : Epoch 1996 | loss: 0.031122 | val_loss: 0.0311861 | Time: 1133.88 ms [2022-04-01 17:05:21 main:574] : INFO : Epoch 1997 | loss: 0.0311295 | val_loss: 0.0311887 | Time: 1202.79 ms [2022-04-01 17:05:22 main:574] : INFO : Epoch 1998 | loss: 0.0311264 | val_loss: 0.0311881 | Time: 1231.79 ms [2022-04-01 17:05:23 main:574] : INFO : Epoch 1999 | loss: 0.0311199 | val_loss: 0.0311908 | Time: 1236.87 ms [2022-04-01 17:05:25 main:574] : INFO : Epoch 2000 | loss: 0.0311197 | val_loss: 0.0311842 | Time: 1253.32 ms [2022-04-01 17:05:26 main:574] : INFO : Epoch 2001 | loss: 0.0311285 | val_loss: 0.031205 | Time: 1089.82 ms [2022-04-01 17:05:27 main:574] : INFO : Epoch 2002 | loss: 0.0311179 | val_loss: 0.0311985 | Time: 1088.51 ms [2022-04-01 17:05:28 main:574] : INFO : Epoch 2003 | loss: 0.0311113 | val_loss: 0.0311906 | Time: 1076.78 ms [2022-04-01 17:05:29 main:574] : INFO : Epoch 2004 | loss: 0.0311084 | val_loss: 0.0311989 | Time: 1078.96 ms [2022-04-01 17:05:30 main:574] : INFO : Epoch 2005 | loss: 0.0311143 | val_loss: 0.0311975 | Time: 1069.17 ms [2022-04-01 17:05:31 main:574] : INFO : Epoch 2006 | loss: 0.0311226 | val_loss: 0.0311859 | Time: 1196.11 ms [2022-04-01 17:05:33 main:574] : INFO : Epoch 2007 | loss: 0.0311277 | val_loss: 0.0311896 | Time: 1232.42 ms [2022-04-01 17:05:34 main:574] : INFO : Epoch 2008 | loss: 0.0311206 | val_loss: 0.0311925 | Time: 1218.99 ms [2022-04-01 17:05:35 main:574] : INFO : Epoch 2009 | loss: 0.0311177 | val_loss: 0.0311847 | Time: 1277.07 ms [2022-04-01 17:05:36 main:574] : INFO : Epoch 2010 | loss: 0.0311198 | val_loss: 0.031193 | Time: 1262.73 ms [2022-04-01 17:05:38 main:574] : INFO : Epoch 2011 | loss: 0.0311174 | val_loss: 0.0311921 | Time: 1186.72 ms [2022-04-01 17:05:39 main:574] : INFO : Epoch 2012 | loss: 0.031122 | val_loss: 0.0311867 | Time: 1249.55 ms [2022-04-01 17:05:40 main:574] : INFO : Epoch 2013 | loss: 0.0311251 | val_loss: 0.0311878 | Time: 1065.67 ms [2022-04-01 17:05:41 main:574] : INFO : Epoch 2014 | loss: 0.0311189 | val_loss: 0.031197 | Time: 1070.99 ms [2022-04-01 17:05:42 main:574] : INFO : Epoch 2015 | loss: 0.0311137 | val_loss: 0.0311825 | Time: 1074.19 ms [2022-04-01 17:05:43 main:574] : INFO : Epoch 2016 | loss: 0.0311146 | val_loss: 0.0311949 | Time: 1095.62 ms [2022-04-01 17:05:44 main:574] : INFO : Epoch 2017 | loss: 0.0311129 | val_loss: 0.0311937 | Time: 1109.85 ms [2022-04-01 17:05:45 main:574] : INFO : Epoch 2018 | loss: 0.0311162 | val_loss: 0.0311815 | Time: 1137.45 ms [2022-04-01 17:05:47 main:574] : INFO : Epoch 2019 | loss: 0.0311137 | val_loss: 0.0311924 | Time: 1142.26 ms [2022-04-01 17:05:48 main:574] : INFO : Epoch 2020 | loss: 0.0311096 | val_loss: 0.0311985 | Time: 1122.71 ms [2022-04-01 17:05:49 main:574] : INFO : Epoch 2021 | loss: 0.0311159 | val_loss: 0.0311821 | Time: 1172.61 ms [2022-04-01 17:05:50 main:574] : INFO : Epoch 2022 | loss: 0.0311219 | val_loss: 0.0311831 | Time: 1183.93 ms [2022-04-01 17:05:51 main:574] : INFO : Epoch 2023 | loss: 0.0311159 | val_loss: 0.0311955 | Time: 1201.56 ms [2022-04-01 17:05:52 main:574] : INFO : Epoch 2024 | loss: 0.0311105 | val_loss: 0.0311925 | Time: 1108.55 ms [2022-04-01 17:05:54 main:574] : INFO : Epoch 2025 | loss: 0.0311117 | val_loss: 0.0311895 | Time: 1201.76 ms [2022-04-01 17:05:55 main:574] : INFO : Epoch 2026 | loss: 0.0311072 | val_loss: 0.0311827 | Time: 1231.15 ms [2022-04-01 17:05:56 main:574] : INFO : Epoch 2027 | loss: 0.0311064 | val_loss: 0.0312022 | Time: 1196.14 ms [2022-04-01 17:05:57 main:574] : INFO : Epoch 2028 | loss: 0.0311052 | val_loss: 0.031186 | Time: 1182.22 ms [2022-04-01 17:05:58 main:574] : INFO : Epoch 2029 | loss: 0.0311075 | val_loss: 0.0311876 | Time: 1139.94 ms [2022-04-01 17:05:59 main:574] : INFO : Epoch 2030 | loss: 0.0311068 | val_loss: 0.0311903 | Time: 1160.41 ms [2022-04-01 17:06:01 main:574] : INFO : Epoch 2031 | loss: 0.0311088 | val_loss: 0.0311942 | Time: 1429.14 ms [2022-04-01 17:06:02 main:574] : INFO : Epoch 2032 | loss: 0.0311093 | val_loss: 0.0311949 | Time: 1234.9 ms [2022-04-01 17:06:03 main:574] : INFO : Epoch 2033 | loss: 0.0311046 | val_loss: 0.0311935 | Time: 1179.25 ms [2022-04-01 17:06:05 main:574] : INFO : Epoch 2034 | loss: 0.0311134 | val_loss: 0.0311907 | Time: 1337.12 ms [2022-04-01 17:06:06 main:574] : INFO : Epoch 2035 | loss: 0.0311403 | val_loss: 0.0312221 | Time: 1148.2 ms [2022-04-01 17:06:07 main:574] : INFO : Epoch 2036 | loss: 0.031437 | val_loss: 0.0317197 | Time: 1180.6 ms [2022-04-01 17:06:08 main:574] : INFO : Epoch 2037 | loss: 0.0315779 | val_loss: 0.0317896 | Time: 1301.34 ms [2022-04-01 17:06:10 main:574] : INFO : Epoch 2038 | loss: 0.0313755 | val_loss: 0.0312938 | Time: 1271.08 ms [2022-04-01 17:06:11 main:574] : INFO : Epoch 2039 | loss: 0.0312699 | val_loss: 0.0312557 | Time: 1416.33 ms [2022-04-01 17:06:12 main:574] : INFO : Epoch 2040 | loss: 0.0312538 | val_loss: 0.0312508 | Time: 1219.38 ms [2022-04-01 17:06:14 main:574] : INFO : Epoch 2041 | loss: 0.0312505 | val_loss: 0.0312494 | Time: 1342.09 ms [2022-04-01 17:06:15 main:574] : INFO : Epoch 2042 | loss: 0.03125 | val_loss: 0.0312493 | Time: 1342.56 ms [2022-04-01 17:06:16 main:574] : INFO : Epoch 2043 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 1238.5 ms [2022-04-01 17:06:17 main:574] : INFO : Epoch 2044 | loss: 0.0312507 | val_loss: 0.031251 | Time: 1148.11 ms [2022-04-01 17:06:18 main:574] : INFO : Epoch 2045 | loss: 0.0312502 | val_loss: 0.0312492 | Time: 1197.33 ms [2022-04-01 17:06:20 main:574] : INFO : Epoch 2046 | loss: 0.0312504 | val_loss: 0.0312518 | Time: 1194.44 ms [2022-04-01 17:06:21 main:574] : INFO : Epoch 2047 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 1339.83 ms [2022-04-01 17:06:22 main:574] : INFO : Epoch 2048 | loss: 0.0312501 | val_loss: 0.0312492 | Time: 1052.39 ms [2022-04-01 17:06:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312492 [2022-04-01 17:06:22 main:603] : INFO : Saving end state to config to file [2022-04-01 17:06:22 main:608] : INFO : Success, exiting.. 17:06:22 (22948): 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)