Task 13714155
| Name | ParityModified-1647041293-30726-2-0_0 |
| Workunit | 10803759 |
| Created | 24 Mar 2022, 15:58:15 UTC |
| Sent | 31 Mar 2022, 5:52:07 UTC |
| Report deadline | 8 Apr 2022, 5:52:07 UTC |
| Received | 1 Apr 2022, 5:05:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11005 |
| Run time | 42 min 2 sec |
| CPU time | 40 min 26 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>
main:574] : INFO : Epoch 1542 | loss: 0.0311228 | val_loss: 0.0311807 | Time: 1169.78 ms
[2022-04-01 15:33:07 main:574] : INFO : Epoch 1543 | loss: 0.0311226 | val_loss: 0.0311885 | Time: 1121.68 ms
[2022-04-01 15:33:08 main:574] : INFO : Epoch 1544 | loss: 0.0311246 | val_loss: 0.031178 | Time: 1104.93 ms
[2022-04-01 15:33:09 main:574] : INFO : Epoch 1545 | loss: 0.0311289 | val_loss: 0.0311724 | Time: 1093.02 ms
[2022-04-01 15:33:10 main:574] : INFO : Epoch 1546 | loss: 0.0311263 | val_loss: 0.0311747 | Time: 1144.02 ms
[2022-04-01 15:33:12 main:574] : INFO : Epoch 1547 | loss: 0.0311237 | val_loss: 0.0311773 | Time: 1122.03 ms
[2022-04-01 15:33:13 main:574] : INFO : Epoch 1548 | loss: 0.0311218 | val_loss: 0.0311795 | Time: 1256.79 ms
[2022-04-01 15:33:14 main:574] : INFO : Epoch 1549 | loss: 0.0311215 | val_loss: 0.0311842 | Time: 1091.75 ms
[2022-04-01 15:33:15 main:574] : INFO : Epoch 1550 | loss: 0.031122 | val_loss: 0.0311801 | Time: 1201.37 ms
[2022-04-01 15:33:16 main:574] : INFO : Epoch 1551 | loss: 0.0311189 | val_loss: 0.0311836 | Time: 1129.81 ms
[2022-04-01 15:33:17 main:574] : INFO : Epoch 1552 | loss: 0.0311211 | val_loss: 0.0311768 | Time: 1124.58 ms
[2022-04-01 15:33:19 main:574] : INFO : Epoch 1553 | loss: 0.0311211 | val_loss: 0.0311791 | Time: 1097.03 ms
[2022-04-01 15:33:20 main:574] : INFO : Epoch 1554 | loss: 0.0311214 | val_loss: 0.031183 | Time: 1106.26 ms
[2022-04-01 15:33:21 main:574] : INFO : Epoch 1555 | loss: 0.0311198 | val_loss: 0.0311874 | Time: 1061.08 ms
[2022-04-01 15:33:22 main:574] : INFO : Epoch 1556 | loss: 0.0311171 | val_loss: 0.0311766 | Time: 1133.94 ms
[2022-04-01 15:33:23 main:574] : INFO : Epoch 1557 | loss: 0.031118 | val_loss: 0.0311858 | Time: 1291.86 ms
[2022-04-01 15:33:25 main:574] : INFO : Epoch 1558 | loss: 0.0311168 | val_loss: 0.0311801 | Time: 1364.09 ms
[2022-04-01 15:33:26 main:574] : INFO : Epoch 1559 | loss: 0.0311161 | val_loss: 0.031184 | Time: 1235.29 ms
[2022-04-01 15:33:27 main:574] : INFO : Epoch 1560 | loss: 0.0311165 | val_loss: 0.0311863 | Time: 1282.51 ms
[2022-04-01 15:33:28 main:574] : INFO : Epoch 1561 | loss: 0.0311149 | val_loss: 0.0311815 | Time: 1229.74 ms
[2022-04-01 15:33:29 main:574] : INFO : Epoch 1562 | loss: 0.0311152 | val_loss: 0.0311852 | Time: 1201.45 ms
[2022-04-01 15:33:31 main:574] : INFO : Epoch 1563 | loss: 0.0311149 | val_loss: 0.0311838 | Time: 1232.46 ms
[2022-04-01 15:33:32 main:574] : INFO : Epoch 1564 | loss: 0.031115 | val_loss: 0.0311886 | Time: 1251.96 ms
[2022-04-01 15:33:33 main:574] : INFO : Epoch 1565 | loss: 0.0311182 | val_loss: 0.0311806 | Time: 1250.19 ms
[2022-04-01 15:33:34 main:574] : INFO : Epoch 1566 | loss: 0.0311208 | val_loss: 0.0311767 | Time: 1236.91 ms
[2022-04-01 15:33:36 main:574] : INFO : Epoch 1567 | loss: 0.031119 | val_loss: 0.0311783 | Time: 1198.54 ms
[2022-04-01 15:33:37 main:574] : INFO : Epoch 1568 | loss: 0.0311193 | val_loss: 0.0311894 | Time: 1070.45 ms
[2022-04-01 15:33:38 main:574] : INFO : Epoch 1569 | loss: 0.0311171 | val_loss: 0.0311914 | Time: 1188.8 ms
[2022-04-01 15:33:39 main:574] : INFO : Epoch 1570 | loss: 0.0311162 | val_loss: 0.0311845 | Time: 1275.65 ms
[2022-04-01 15:33:40 main:574] : INFO : Epoch 1571 | loss: 0.0311192 | val_loss: 0.0311832 | Time: 1105.33 ms
[2022-04-01 15:33:41 main:574] : INFO : Epoch 1572 | loss: 0.0311201 | val_loss: 0.0311804 | Time: 1130.04 ms
[2022-04-01 15:33:43 main:574] : INFO : Epoch 1573 | loss: 0.0311181 | val_loss: 0.0311866 | Time: 1127.17 ms
[2022-04-01 15:33:44 main:574] : INFO : Epoch 1574 | loss: 0.031118 | val_loss: 0.0311862 | Time: 1218.08 ms
[2022-04-01 15:33:45 main:574] : INFO : Epoch 1575 | loss: 0.0311181 | val_loss: 0.0311868 | Time: 1157.56 ms
[2022-04-01 15:33:46 main:574] : INFO : Epoch 1576 | loss: 0.0311187 | val_loss: 0.031179 | Time: 1184.99 ms
[2022-04-01 15:33:47 main:574] : INFO : Epoch 1577 | loss: 0.0311182 | val_loss: 0.0311783 | Time: 1118.66 ms
[2022-04-01 15:33:48 main:574] : INFO : Epoch 1578 | loss: 0.0311177 | val_loss: 0.0311804 | Time: 1100.49 ms
[2022-04-01 15:33:50 main:574] : INFO : Epoch 1579 | loss: 0.0311155 | val_loss: 0.031181 | Time: 1143.17 ms
[2022-04-01 15:33:51 main:574] : INFO : Epoch 1580 | loss: 0.0311159 | val_loss: 0.0311862 | Time: 1284.81 ms
[2022-04-01 15:33:52 main:574] : INFO : Epoch 1581 | loss: 0.031118 | val_loss: 0.0311882 | Time: 1206.98 ms
[2022-04-01 15:33:53 main:574] : INFO : Epoch 1582 | loss: 0.0311172 | val_loss: 0.0311863 | Time: 1172.44 ms
[2022-04-01 15:33:55 main:574] : INFO : Epoch 1583 | loss: 0.0311156 | val_loss: 0.0311858 | Time: 1298.47 ms
[2022-04-01 15:33:56 main:574] : INFO : Epoch 1584 | loss: 0.0311176 | val_loss: 0.0311861 | Time: 1194.92 ms
[2022-04-01 15:33:57 main:574] : INFO : Epoch 1585 | loss: 0.0311183 | val_loss: 0.0311796 | Time: 1118 ms
[2022-04-01 15:33:58 main:574] : INFO : Epoch 1586 | loss: 0.0311198 | val_loss: 0.0311813 | Time: 1128.74 ms
[2022-04-01 15:33:59 main:574] : INFO : Epoch 1587 | loss: 0.0311194 | val_loss: 0.0311915 | Time: 1163.11 ms
[2022-04-01 15:34:00 main:574] : INFO : Epoch 1588 | loss: 0.0311252 | val_loss: 0.0311832 | Time: 1123.99 ms
[2022-04-01 15:34:01 main:574] : INFO : Epoch 1589 | loss: 0.0311225 | val_loss: 0.0311797 | Time: 1105.94 ms
[2022-04-01 15:34:03 main:574] : INFO : Epoch 1590 | loss: 0.0311178 | val_loss: 0.0311875 | Time: 1395.01 ms
[2022-04-01 15:34:04 main:574] : INFO : Epoch 1591 | loss: 0.0311168 | val_loss: 0.0311881 | Time: 1130.15 ms
[2022-04-01 15:34:05 main:574] : INFO : Epoch 1592 | loss: 0.0311225 | val_loss: 0.031186 | Time: 1156.38 ms
[2022-04-01 15:34:06 main:574] : INFO : Epoch 1593 | loss: 0.0311251 | val_loss: 0.031182 | Time: 1209.74 ms
[2022-04-01 15:34:07 main:574] : INFO : Epoch 1594 | loss: 0.0311233 | val_loss: 0.0311847 | Time: 1082.31 ms
[2022-04-01 15:34:09 main:574] : INFO : Epoch 1595 | loss: 0.0311197 | val_loss: 0.0311924 | Time: 1174.97 ms
[2022-04-01 15:34:10 main:574] : INFO : Epoch 1596 | loss: 0.0311195 | val_loss: 0.0311887 | Time: 1080.47 ms
[2022-04-01 15:34:11 main:574] : INFO : Epoch 1597 | loss: 0.0311159 | val_loss: 0.0311856 | Time: 1165.09 ms
[2022-04-01 15:34:12 main:574] : INFO : Epoch 1598 | loss: 0.0311149 | val_loss: 0.0311905 | Time: 1120 ms
[2022-04-01 15:34:13 main:574] : INFO : Epoch 1599 | loss: 0.031117 | val_loss: 0.0311895 | Time: 1116.52 ms
[2022-04-01 15:34:14 main:574] : INFO : Epoch 1600 | loss: 0.0311142 | val_loss: 0.0311949 | Time: 1117.45 ms
[2022-04-01 15:34:15 main:574] : INFO : Epoch 1601 | loss: 0.0311139 | val_loss: 0.0311889 | Time: 1196.56 ms
[2022-04-01 15:34:17 main:574] : INFO : Epoch 1602 | loss: 0.0311153 | val_loss: 0.0311883 | Time: 1139.87 ms
[2022-04-01 15:34:18 main:574] : INFO : Epoch 1603 | loss: 0.0311145 | val_loss: 0.0311876 | Time: 1085.61 ms
[2022-04-01 15:34:19 main:574] : INFO : Epoch 1604 | loss: 0.0311133 | val_loss: 0.0311868 | Time: 1152.49 ms
[2022-04-01 15:34:20 main:574] : INFO : Epoch 1605 | loss: 0.0311148 | val_loss: 0.0311848 | Time: 1102.96 ms
[2022-04-01 15:34:21 main:574] : INFO : Epoch 1606 | loss: 0.0311161 | val_loss: 0.0311888 | Time: 1427.38 ms
[2022-04-01 15:34:23 main:574] : INFO : Epoch 1607 | loss: 0.0311186 | val_loss: 0.0311826 | Time: 1228 ms
[2022-04-01 15:34:24 main:574] : INFO : Epoch 1608 | loss: 0.0311151 | val_loss: 0.0311809 | Time: 1224.39 ms
[2022-04-01 15:34:25 main:574] : INFO : Epoch 1609 | loss: 0.0311159 | val_loss: 0.0311837 | Time: 1260.74 ms
[2022-04-01 15:34:26 main:574] : INFO : Epoch 1610 | loss: 0.0311148 | val_loss: 0.031183 | Time: 1220.56 ms
[2022-04-01 15:34:28 main:574] : INFO : Epoch 1611 | loss: 0.0311164 | val_loss: 0.0311829 | Time: 1244.31 ms
[2022-04-01 15:34:29 main:574] : INFO : Epoch 1612 | loss: 0.0311159 | val_loss: 0.031185 | Time: 1180.3 ms
[2022-04-01 15:34:30 main:574] : INFO : Epoch 1613 | loss: 0.0311178 | val_loss: 0.0311777 | Time: 1242.48 ms
[2022-04-01 15:34:31 main:574] : INFO : Epoch 1614 | loss: 0.0311168 | val_loss: 0.0311901 | Time: 1293.82 ms
[2022-04-01 15:34:33 main:574] : INFO : Epoch 1615 | loss: 0.0311191 | val_loss: 0.0311787 | Time: 1225.8 ms
[2022-04-01 15:34:34 main:574] : INFO : Epoch 1616 | loss: 0.0311262 | val_loss: 0.0311779 | Time: 1219.43 ms
[2022-04-01 15:34:35 main:574] : INFO : Epoch 1617 | loss: 0.031117 | val_loss: 0.0311909 | Time: 1524.46 ms
[2022-04-01 15:34:37 main:574] : INFO : Epoch 1618 | loss: 0.0311173 | val_loss: 0.0311828 | Time: 1207.96 ms
[2022-04-01 15:34:38 main:574] : INFO : Epoch 1619 | loss: 0.03112 | val_loss: 0.0311796 | Time: 1180.05 ms
[2022-04-01 15:34:39 main:574] : INFO : Epoch 1620 | loss: 0.031122 | val_loss: 0.031188 | Time: 1111.6 ms
[2022-04-01 15:34:40 main:574] : INFO : Epoch 1621 | loss: 0.0311238 | val_loss: 0.0311803 | Time: 1142.16 ms
[2022-04-01 15:34:41 main:574] : INFO : Epoch 1622 | loss: 0.0311343 | val_loss: 0.0311753 | Time: 1066.59 ms
[2022-04-01 15:34:42 main:574] : INFO : Epoch 1623 | loss: 0.0311326 | val_loss: 0.0311833 | Time: 1122.77 ms
[2022-04-01 15:34:43 main:574] : INFO : Epoch 1624 | loss: 0.031131 | val_loss: 0.0311721 | Time: 1110.89 ms
[2022-04-01 15:34:44 main:574] : INFO : Epoch 1625 | loss: 0.0311303 | val_loss: 0.0311747 | Time: 1105.35 ms
[2022-04-01 15:34:45 main:574] : INFO : Epoch 1626 | loss: 0.0311298 | val_loss: 0.0311751 | Time: 1116.16 ms
[2022-04-01 15:34:47 main:574] : INFO : Epoch 1627 | loss: 0.0311362 | val_loss: 0.0311791 | Time: 1106.3 ms
[2022-04-01 15:34:48 main:574] : INFO : Epoch 1628 | loss: 0.0311293 | val_loss: 0.0311743 | Time: 1091.3 ms
[2022-04-01 15:34:49 main:574] : INFO : Epoch 1629 | loss: 0.0311283 | val_loss: 0.0311789 | Time: 1080.7 ms
[2022-04-01 15:34:50 main:574] : INFO : Epoch 1630 | loss: 0.031127 | val_loss: 0.0311782 | Time: 1243.07 ms
[2022-04-01 15:34:51 main:574] : INFO : Epoch 1631 | loss: 0.0311245 | val_loss: 0.03118 | Time: 1320.25 ms
[2022-04-01 15:34:53 main:574] : INFO : Epoch 1632 | loss: 0.0311269 | val_loss: 0.0311731 | Time: 1147.27 ms
[2022-04-01 15:34:54 main:574] : INFO : Epoch 1633 | loss: 0.031127 | val_loss: 0.0311829 | Time: 1211.21 ms
[2022-04-01 15:34:55 main:574] : INFO : Epoch 1634 | loss: 0.0311255 | val_loss: 0.0311843 | Time: 1130.3 ms
[2022-04-01 15:34:56 main:574] : INFO : Epoch 1635 | loss: 0.0311253 | val_loss: 0.0311752 | Time: 1157.93 ms
[2022-04-01 15:34:57 main:574] : INFO : Epoch 1636 | loss: 0.0311262 | val_loss: 0.0311754 | Time: 1141.39 ms
[2022-04-01 15:34:58 main:574] : INFO : Epoch 1637 | loss: 0.0311279 | val_loss: 0.031187 | Time: 1078.77 ms
[2022-04-01 15:34:59 main:574] : INFO : Epoch 1638 | loss: 0.031124 | val_loss: 0.0311779 | Time: 1119.15 ms
[2022-04-01 15:35:01 main:574] : INFO : Epoch 1639 | loss: 0.0311215 | val_loss: 0.0311747 | Time: 1135.97 ms
[2022-04-01 15:35:02 main:574] : INFO : Epoch 1640 | loss: 0.0311221 | val_loss: 0.0311822 | Time: 1107.92 ms
[2022-04-01 15:35:03 main:574] : INFO : Epoch 1641 | loss: 0.0311311 | val_loss: 0.0311715 | Time: 1124.45 ms
[2022-04-01 15:35:04 main:574] : INFO : Epoch 1642 | loss: 0.0311296 | val_loss: 0.0311814 | Time: 1139.45 ms
[2022-04-01 15:35:05 main:574] : INFO : Epoch 1643 | loss: 0.0311346 | val_loss: 0.0311755 | Time: 1077.3 ms
[2022-04-01 15:35:06 main:574] : INFO : Epoch 1644 | loss: 0.03113 | val_loss: 0.0311764 | Time: 1084.7 ms
[2022-04-01 15:35:07 main:574] : INFO : Epoch 1645 | loss: 0.0311263 | val_loss: 0.0311798 | Time: 1123.71 ms
[2022-04-01 15:35:08 main:574] : INFO : Epoch 1646 | loss: 0.0311252 | val_loss: 0.0311817 | Time: 1125.71 ms
[2022-04-01 15:35:10 main:574] : INFO : Epoch 1647 | loss: 0.0311229 | val_loss: 0.0311821 | Time: 1213.24 ms
[2022-04-01 15:35:11 main:574] : INFO : Epoch 1648 | loss: 0.0311323 | val_loss: 0.0311802 | Time: 1208.96 ms
[2022-04-01 15:35:12 main:574] : INFO : Epoch 1649 | loss: 0.0311363 | val_loss: 0.0311746 | Time: 1154.31 ms
[2022-04-01 15:35:13 main:574] : INFO : Epoch 1650 | loss: 0.0311264 | val_loss: 0.0311803 | Time: 1170.2 ms
[2022-04-01 15:35:14 main:574] : INFO : Epoch 1651 | loss: 0.0311236 | val_loss: 0.0311791 | Time: 1132.29 ms
[2022-04-01 15:35:15 main:574] : INFO : Epoch 1652 | loss: 0.0311228 | val_loss: 0.0311798 | Time: 1140.26 ms
[2022-04-01 15:35:17 main:574] : INFO : Epoch 1653 | loss: 0.0311286 | val_loss: 0.0311827 | Time: 1128.08 ms
[2022-04-01 15:35:18 main:574] : INFO : Epoch 1654 | loss: 0.0311261 | val_loss: 0.0311797 | Time: 1101.09 ms
[2022-04-01 15:35:19 main:574] : INFO : Epoch 1655 | loss: 0.0311285 | val_loss: 0.0311709 | Time: 1148.73 ms
[2022-04-01 15:35:20 main:574] : INFO : Epoch 1656 | loss: 0.0311263 | val_loss: 0.0311716 | Time: 1214.75 ms
[2022-04-01 15:35:21 main:574] : INFO : Epoch 1657 | loss: 0.0311234 | val_loss: 0.0311795 | Time: 1273.04 ms
[2022-04-01 15:35:22 main:574] : INFO : Epoch 1658 | loss: 0.0311277 | val_loss: 0.0311737 | Time: 1073.61 ms
[2022-04-01 15:35:24 main:574] : INFO : Epoch 1659 | loss: 0.031126 | val_loss: 0.031174 | Time: 1104.16 ms
[2022-04-01 15:35:25 main:574] : INFO : Epoch 1660 | loss: 0.0311268 | val_loss: 0.0311787 | Time: 1338.34 ms
[2022-04-01 15:35:26 main:574] : INFO : Epoch 1661 | loss: 0.0311264 | val_loss: 0.0311803 | Time: 1140.43 ms
[2022-04-01 15:35:27 main:574] : INFO : Epoch 1662 | loss: 0.0311246 | val_loss: 0.0311873 | Time: 1136.86 ms
[2022-04-01 15:35:28 main:574] : INFO : Epoch 1663 | loss: 0.0311259 | val_loss: 0.0311697 | Time: 1158.09 ms
[2022-04-01 15:35:29 main:574] : INFO : Epoch 1664 | loss: 0.0311249 | val_loss: 0.0311749 | Time: 1191.29 ms
[2022-04-01 15:35:31 main:574] : INFO : Epoch 1665 | loss: 0.031124 | val_loss: 0.0311797 | Time: 1137.99 ms
[2022-04-01 15:35:32 main:574] : INFO : Epoch 1666 | loss: 0.0311215 | val_loss: 0.0311764 | Time: 1135.49 ms
[2022-04-01 15:35:33 main:574] : INFO : Epoch 1667 | loss: 0.031123 | val_loss: 0.0311797 | Time: 1179.3 ms
[2022-04-01 15:35:34 main:574] : INFO : Epoch 1668 | loss: 0.0311266 | val_loss: 0.0311787 | Time: 1141.42 ms
[2022-04-01 15:35:35 main:574] : INFO : Epoch 1669 | loss: 0.031127 | val_loss: 0.0311777 | Time: 1135.64 ms
[2022-04-01 15:35:36 main:574] : INFO : Epoch 1670 | loss: 0.0311241 | val_loss: 0.031178 | Time: 1118.45 ms
[2022-04-01 15:35:37 main:574] : INFO : Epoch 1671 | loss: 0.0311276 | val_loss: 0.0311753 | Time: 1086.03 ms
[2022-04-01 15:35:39 main:574] : INFO : Epoch 1672 | loss: 0.0311326 | val_loss: 0.0311776 | Time: 1055.84 ms
[2022-04-01 15:35:40 main:574] : INFO : Epoch 1673 | loss: 0.0311379 | val_loss: 0.0311734 | Time: 1086.74 ms
[2022-04-01 15:35:41 main:574] : INFO : Epoch 1674 | loss: 0.0311315 | val_loss: 0.0311778 | Time: 1115.19 ms
[2022-04-01 15:35:42 main:574] : INFO : Epoch 1675 | loss: 0.0311293 | val_loss: 0.0311759 | Time: 1105.68 ms
[2022-04-01 15:35:43 main:574] : INFO : Epoch 1676 | loss: 0.0311259 | val_loss: 0.0311756 | Time: 1103.73 ms
[2022-04-01 15:35:44 main:574] : INFO : Epoch 1677 | loss: 0.0311256 | val_loss: 0.0311725 | Time: 1076.1 ms
[2022-04-01 15:35:45 main:574] : INFO : Epoch 1678 | loss: 0.0311275 | val_loss: 0.0311805 | Time: 1223.07 ms
[2022-04-01 15:35:46 main:574] : INFO : Epoch 1679 | loss: 0.031126 | val_loss: 0.0311839 | Time: 1197.11 ms
[2022-04-01 15:35:48 main:574] : INFO : Epoch 1680 | loss: 0.0311251 | val_loss: 0.0311745 | Time: 1144.33 ms
[2022-04-01 15:35:49 main:574] : INFO : Epoch 1681 | loss: 0.0311305 | val_loss: 0.0311867 | Time: 1113.33 ms
[2022-04-01 15:35:50 main:574] : INFO : Epoch 1682 | loss: 0.0311307 | val_loss: 0.0311672 | Time: 1239.98 ms
[2022-04-01 15:35:51 main:574] : INFO : Epoch 1683 | loss: 0.0311248 | val_loss: 0.0311742 | Time: 1230.73 ms
[2022-04-01 15:35:52 main:574] : INFO : Epoch 1684 | loss: 0.0311238 | val_loss: 0.031171 | Time: 1245.89 ms
[2022-04-01 15:35:54 main:574] : INFO : Epoch 1685 | loss: 0.0311224 | val_loss: 0.0311762 | Time: 1129.45 ms
[2022-04-01 15:35:55 main:574] : INFO : Epoch 1686 | loss: 0.0311243 | val_loss: 0.0311788 | Time: 1317.89 ms
[2022-04-01 15:35:56 main:574] : INFO : Epoch 1687 | loss: 0.0311187 | val_loss: 0.0311766 | Time: 1409.63 ms
[2022-04-01 15:35:58 main:574] : INFO : Epoch 1688 | loss: 0.0311185 | val_loss: 0.0311765 | Time: 1314.12 ms
[2022-04-01 15:35:59 main:574] : INFO : Epoch 1689 | loss: 0.0311177 | val_loss: 0.0311867 | Time: 1224.14 ms
[2022-04-01 15:36:00 main:574] : INFO : Epoch 1690 | loss: 0.0311194 | val_loss: 0.031178 | Time: 1186.55 ms
[2022-04-01 15:36:01 main:574] : INFO : Epoch 1691 | loss: 0.0311174 | val_loss: 0.0311751 | Time: 1175.03 ms
[2022-04-01 15:36:02 main:574] : INFO : Epoch 1692 | loss: 0.0311183 | val_loss: 0.0311749 | Time: 1147.81 ms
[2022-04-01 15:36:03 main:574] : INFO : Epoch 1693 | loss: 0.0311165 | val_loss: 0.0311834 | Time: 1109.34 ms
[2022-04-01 15:36:05 main:574] : INFO : Epoch 1694 | loss: 0.0311166 | val_loss: 0.0311805 | Time: 1132.13 ms
[2022-04-01 15:36:06 main:574] : INFO : Epoch 1695 | loss: 0.0311176 | val_loss: 0.0311832 | Time: 1220.27 ms
[2022-04-01 15:36:07 main:574] : INFO : Epoch 1696 | loss: 0.0311154 | val_loss: 0.0311786 | Time: 1400.9 ms
[2022-04-01 15:36:08 main:574] : INFO : Epoch 1697 | loss: 0.0311136 | val_loss: 0.0311807 | Time: 1212.15 ms
[2022-04-01 15:36:10 main:574] : INFO : Epoch 1698 | loss: 0.0311121 | val_loss: 0.0311784 | Time: 1276.74 ms
[2022-04-01 15:36:11 main:574] : INFO : Epoch 1699 | loss: 0.0311136 | val_loss: 0.0311835 | Time: 1365.79 ms
[2022-04-01 15:36:12 main:574] : INFO : Epoch 1700 | loss: 0.0311148 | val_loss: 0.0311806 | Time: 1221.55 ms
[2022-04-01 15:36:14 main:574] : INFO : Epoch 1701 | loss: 0.0311147 | val_loss: 0.0311891 | Time: 1276.01 ms
[2022-04-01 15:36:15 main:574] : INFO : Epoch 1702 | loss: 0.0311149 | val_loss: 0.0311719 | Time: 1495.92 ms
[2022-04-01 15:36:16 main:574] : INFO : Epoch 1703 | loss: 0.0311225 | val_loss: 0.0311833 | Time: 1289.91 ms
[2022-04-01 15:36:18 main:574] : INFO : Epoch 1704 | loss: 0.0311217 | val_loss: 0.0311746 | Time: 1109.98 ms
[2022-04-01 15:36:19 main:574] : INFO : Epoch 1705 | loss: 0.0311217 | val_loss: 0.0311827 | Time: 1225.93 ms
[2022-04-01 15:36:20 main:574] : INFO : Epoch 1706 | loss: 0.0311193 | val_loss: 0.0311796 | Time: 1151.73 ms
[2022-04-01 15:36:21 main:574] : INFO : Epoch 1707 | loss: 0.0311162 | val_loss: 0.0311793 | Time: 1184.06 ms
[2022-04-01 15:36:22 main:574] : INFO : Epoch 1708 | loss: 0.0311152 | val_loss: 0.0311721 | Time: 1090.13 ms
[2022-04-01 15:36:23 main:574] : INFO : Epoch 1709 | loss: 0.0311293 | val_loss: 0.0311764 | Time: 1195.25 ms
[2022-04-01 15:36:25 main:574] : INFO : Epoch 1710 | loss: 0.031153 | val_loss: 0.0311695 | Time: 1182.28 ms
[2022-04-01 15:36:26 main:574] : INFO : Epoch 1711 | loss: 0.0311495 | val_loss: 0.031173 | Time: 1129.63 ms
[2022-04-01 15:36:27 main:574] : INFO : Epoch 1712 | loss: 0.0311451 | val_loss: 0.0311725 | Time: 1285.44 ms
[2022-04-01 15:36:29 main:574] : INFO : Epoch 1713 | loss: 0.0311415 | val_loss: 0.0311733 | Time: 1519.8 ms
[2022-04-01 15:36:30 main:574] : INFO : Epoch 1714 | loss: 0.031139 | val_loss: 0.0311712 | Time: 1358.87 ms
[2022-04-01 15:36:31 main:574] : INFO : Epoch 1715 | loss: 0.0311384 | val_loss: 0.0311674 | Time: 1243.58 ms
[2022-04-01 15:36:32 main:574] : INFO : Epoch 1716 | loss: 0.0311338 | val_loss: 0.0311728 | Time: 1242.56 ms
[2022-04-01 15:36:34 main:574] : INFO : Epoch 1717 | loss: 0.0311312 | val_loss: 0.0311762 | Time: 1172.5 ms
[2022-04-01 15:36:35 main:574] : INFO : Epoch 1718 | loss: 0.0311303 | val_loss: 0.0311795 | Time: 1179.68 ms
[2022-04-01 15:36:36 main:574] : INFO : Epoch 1719 | loss: 0.0311352 | val_loss: 0.0311707 | Time: 1143.07 ms
[2022-04-01 15:36:37 main:574] : INFO : Epoch 1720 | loss: 0.0311351 | val_loss: 0.0311779 | Time: 1129.22 ms
[2022-04-01 15:36:38 main:574] : INFO : Epoch 1721 | loss: 0.0311326 | val_loss: 0.03118 | Time: 1157.52 ms
[2022-04-01 15:36:39 main:574] : INFO : Epoch 1722 | loss: 0.0311304 | val_loss: 0.0311755 | Time: 1143.95 ms
[2022-04-01 15:36:41 main:574] : INFO : Epoch 1723 | loss: 0.0311316 | val_loss: 0.031179 | Time: 1122.39 ms
[2022-04-01 15:36:42 main:574] : INFO : Epoch 1724 | loss: 0.031129 | val_loss: 0.0311748 | Time: 1135.75 ms
[2022-04-01 15:36:43 main:574] : INFO : Epoch 1725 | loss: 0.0311452 | val_loss: 0.0311714 | Time: 1106.89 ms
[2022-04-01 15:36:44 main:574] : INFO : Epoch 1726 | loss: 0.031155 | val_loss: 0.0311738 | Time: 1158.52 ms
[2022-04-01 15:36:45 main:574] : INFO : Epoch 1727 | loss: 0.0311555 | val_loss: 0.0311722 | Time: 1198.95 ms
[2022-04-01 15:36:46 main:574] : INFO : Epoch 1728 | loss: 0.0311513 | val_loss: 0.0311659 | Time: 1150.16 ms
[2022-04-01 15:36:47 main:574] : INFO : Epoch 1729 | loss: 0.0311467 | val_loss: 0.0311688 | Time: 1139.93 ms
[2022-04-01 15:36:49 main:574] : INFO : Epoch 1730 | loss: 0.0311449 | val_loss: 0.0311675 | Time: 1195.11 ms
[2022-04-01 15:36:50 main:574] : INFO : Epoch 1731 | loss: 0.0311442 | val_loss: 0.0311662 | Time: 1258.56 ms
[2022-04-01 15:36:51 main:574] : INFO : Epoch 1732 | loss: 0.0311405 | val_loss: 0.0311681 | Time: 1264.95 ms
[2022-04-01 15:36:52 main:574] : INFO : Epoch 1733 | loss: 0.031138 | val_loss: 0.0311673 | Time: 1188.78 ms
[2022-04-01 15:36:54 main:574] : INFO : Epoch 1734 | loss: 0.0311374 | val_loss: 0.0311713 | Time: 1114.78 ms
[2022-04-01 15:36:55 main:574] : INFO : Epoch 1735 | loss: 0.0311383 | val_loss: 0.0311627 | Time: 1106.31 ms
[2022-04-01 15:36:56 main:574] : INFO : Epoch 1736 | loss: 0.0311356 | val_loss: 0.0311677 | Time: 1183.07 ms
[2022-04-01 15:36:57 main:574] : INFO : Epoch 1737 | loss: 0.0311371 | val_loss: 0.0311632 | Time: 1100.04 ms
[2022-04-01 15:36:58 main:574] : INFO : Epoch 1738 | loss: 0.0311358 | val_loss: 0.0311679 | Time: 1121.17 ms
[2022-04-01 15:36:59 main:574] : INFO : Epoch 1739 | loss: 0.0311347 | val_loss: 0.0311677 | Time: 1141.5 ms
[2022-04-01 15:37:00 main:574] : INFO : Epoch 1740 | loss: 0.0311366 | val_loss: 0.0311657 | Time: 1150.38 ms
[2022-04-01 15:37:01 main:574] : INFO : Epoch 1741 | loss: 0.0311361 | val_loss: 0.0311668 | Time: 1108.76 ms
[2022-04-01 15:37:03 main:574] : INFO : Epoch 1742 | loss: 0.0311326 | val_loss: 0.0311723 | Time: 1099.68 ms
[2022-04-01 15:37:04 main:574] : INFO : Epoch 1743 | loss: 0.0311344 | val_loss: 0.0311742 | Time: 1319.97 ms
[2022-04-01 15:37:05 main:574] : INFO : Epoch 1744 | loss: 0.031133 | val_loss: 0.0311703 | Time: 1168.3 ms
[2022-04-01 15:37:06 main:574] : INFO : Epoch 1745 | loss: 0.0311347 | val_loss: 0.0311695 | Time: 1121.43 ms
[2022-04-01 15:37:07 main:574] : INFO : Epoch 1746 | loss: 0.0311355 | val_loss: 0.0311724 | Time: 1120.81 ms
[2022-04-01 15:37:09 main:574] : INFO : Epoch 1747 | loss: 0.0311344 | val_loss: 0.0311709 | Time: 1209.7 ms
[2022-04-01 15:37:10 main:574] : INFO : Epoch 1748 | loss: 0.0311335 | val_loss: 0.0311696 | Time: 1172.37 ms
[2022-04-01 15:37:11 main:574] : INFO : Epoch 1749 | loss: 0.0311346 | val_loss: 0.0311679 | Time: 1147.92 ms
[2022-04-01 15:37:12 main:574] : INFO : Epoch 1750 | loss: 0.0311346 | val_loss: 0.0311662 | Time: 1133.98 ms
[2022-04-01 15:37:13 main:574] : INFO : Epoch 1751 | loss: 0.0311356 | val_loss: 0.0311678 | Time: 1125.93 ms
[2022-04-01 15:37:14 main:574] : INFO : Epoch 1752 | loss: 0.0311355 | val_loss: 0.0311696 | Time: 1206.13 ms
[2022-04-01 15:37:15 main:574] : INFO : Epoch 1753 | loss: 0.0311329 | val_loss: 0.0311656 | Time: 1103.18 ms
[2022-04-01 15:37:16 main:574] : INFO : Epoch 1754 | loss: 0.0311331 | val_loss: 0.0311679 | Time: 1064.95 ms
[2022-04-01 15:37:18 main:574] : INFO : Epoch 1755 | loss: 0.0311333 | val_loss: 0.0311675 | Time: 1132.18 ms
[2022-04-01 15:37:19 main:574] : INFO : Epoch 1756 | loss: 0.0311316 | val_loss: 0.0311666 | Time: 1358.55 ms
[2022-04-01 15:37:20 main:574] : INFO : Epoch 1757 | loss: 0.0311339 | val_loss: 0.0311656 | Time: 1126.25 ms
[2022-04-01 15:37:21 main:574] : INFO : Epoch 1758 | loss: 0.0311306 | val_loss: 0.0311641 | Time: 1153.42 ms
[2022-04-01 15:37:22 main:574] : INFO : Epoch 1759 | loss: 0.031133 | val_loss: 0.031174 | Time: 1104.75 ms
[2022-04-01 15:37:24 main:574] : INFO : Epoch 1760 | loss: 0.0311394 | val_loss: 0.0311659 | Time: 1141.4 ms
[2022-04-01 15:37:25 main:574] : INFO : Epoch 1761 | loss: 0.0311373 | val_loss: 0.0311638 | Time: 1089.52 ms
[2022-04-01 15:37:26 main:574] : INFO : Epoch 1762 | loss: 0.0311324 | val_loss: 0.0311655 | Time: 1260.75 ms
[2022-04-01 15:37:27 main:574] : INFO : Epoch 1763 | loss: 0.0311365 | val_loss: 0.0311679 | Time: 1197.21 ms
[2022-04-01 15:37:28 main:574] : INFO : Epoch 1764 | loss: 0.0311344 | val_loss: 0.0311693 | Time: 1172.82 ms
[2022-04-01 15:37:29 main:574] : INFO : Epoch 1765 | loss: 0.0311335 | val_loss: 0.0311712 | Time: 1182.5 ms
[2022-04-01 15:37:31 main:574] : INFO : Epoch 1766 | loss: 0.0311339 | val_loss: 0.0311658 | Time: 1188.72 ms
[2022-04-01 15:37:32 main:574] : INFO : Epoch 1767 | loss: 0.0311312 | val_loss: 0.0311717 | Time: 1589.93 ms
[2022-04-01 15:37:34 main:574] : INFO : Epoch 1768 | loss: 0.0311303 | val_loss: 0.0311716 | Time: 1329.27 ms
[2022-04-01 15:37:35 main:574] : INFO : Epoch 1769 | loss: 0.0311297 | val_loss: 0.0311642 | Time: 1271.74 ms
[2022-04-01 15:37:36 main:574] : INFO : Epoch 1770 | loss: 0.0311297 | val_loss: 0.0311656 | Time: 1176.45 ms
[2022-04-01 15:37:37 main:574] : INFO : Epoch 1771 | loss: 0.0311309 | val_loss: 0.0311659 | Time: 1091.06 ms
[2022-04-01 15:37:38 main:574] : INFO : Epoch 1772 | loss: 0.0311418 | val_loss: 0.0311705 | Time: 1229.92 ms
[2022-04-01 15:37:40 main:574] : INFO : Epoch 1773 | loss: 0.0311419 | val_loss: 0.0311668 | Time: 1126.41 ms
[2022-04-01 15:37:41 main:574] : INFO : Epoch 1774 | loss: 0.0311398 | val_loss: 0.0311705 | Time: 1086.31 ms
[2022-04-01 15:37:42 main:574] : INFO : Epoch 1775 | loss: 0.0311384 | val_loss: 0.0311677 | Time: 1075.07 ms
[2022-04-01 15:37:43 main:574] : INFO : Epoch 1776 | loss: 0.0311374 | val_loss: 0.0311701 | Time: 1229.15 ms
[2022-04-01 15:37:44 main:574] : INFO : Epoch 1777 | loss: 0.0311364 | val_loss: 0.0311719 | Time: 1343.24 ms
[2022-04-01 15:37:45 main:574] : INFO : Epoch 1778 | loss: 0.0311367 | val_loss: 0.0311692 | Time: 1145.58 ms
[2022-04-01 15:37:47 main:574] : INFO : Epoch 1779 | loss: 0.0311325 | val_loss: 0.0311685 | Time: 1153.45 ms
[2022-04-01 15:37:48 main:574] : INFO : Epoch 1780 | loss: 0.0311299 | val_loss: 0.0311653 | Time: 1155.42 ms
[2022-04-01 15:37:49 main:574] : INFO : Epoch 1781 | loss: 0.0311304 | val_loss: 0.0311675 | Time: 1092.85 ms
[2022-04-01 15:37:50 main:574] : INFO : Epoch 1782 | loss: 0.0311305 | val_loss: 0.031164 | Time: 1171.86 ms
[2022-04-01 15:37:51 main:574] : INFO : Epoch 1783 | loss: 0.0311408 | val_loss: 0.031169 | Time: 1180.98 ms
[2022-04-01 15:37:52 main:574] : INFO : Epoch 1784 | loss: 0.031143 | val_loss: 0.0311678 | Time: 1116.88 ms
[2022-04-01 15:37:53 main:574] : INFO : Epoch 1785 | loss: 0.0311421 | val_loss: 0.0311676 | Time: 1073.87 ms
[2022-04-01 15:37:55 main:574] : INFO : Epoch 1786 | loss: 0.0311442 | val_loss: 0.0311705 | Time: 1377.13 ms
[2022-04-01 15:37:56 main:574] : INFO : Epoch 1787 | loss: 0.0311428 | val_loss: 0.0311742 | Time: 1267.05 ms
[2022-04-01 15:37:57 main:574] : INFO : Epoch 1788 | loss: 0.0311395 | val_loss: 0.0311698 | Time: 1124.44 ms
[2022-04-01 15:37:58 main:574] : INFO : Epoch 1789 | loss: 0.0311388 | val_loss: 0.0311661 | Time: 1217.45 ms
[2022-04-01 15:38:00 main:574] : INFO : Epoch 1790 | loss: 0.0311365 | val_loss: 0.0311672 | Time: 1179.24 ms
[2022-04-01 15:38:01 main:574] : INFO : Epoch 1791 | loss: 0.0311383 | val_loss: 0.0311705 | Time: 1182.95 ms
[2022-04-01 15:38:02 main:574] : INFO : Epoch 1792 | loss: 0.0311371 | val_loss: 0.031174 | Time: 1098.21 ms
[2022-04-01 15:38:03 main:574] : INFO : Epoch 1793 | loss: 0.0311404 | val_loss: 0.0311711 | Time: 1116.85 ms
[2022-04-01 15:38:04 main:574] : INFO : Epoch 1794 | loss: 0.0311373 | val_loss: 0.0311714 | Time: 1145.7 ms
[2022-04-01 15:38:05 main:574] : INFO : Epoch 1795 | loss: 0.0311415 | val_loss: 0.0311706 | Time: 1090.27 ms
[2022-04-01 15:38:06 main:574] : INFO : Epoch 1796 | loss: 0.0311433 | val_loss: 0.0311638 | Time: 1100.81 ms
[2022-04-01 15:38:07 main:574] : INFO : Epoch 1797 | loss: 0.0311415 | val_loss: 0.0311666 | Time: 1093.79 ms
[2022-04-01 15:38:09 main:574] : INFO : Epoch 1798 | loss: 0.0311391 | val_loss: 0.0311633 | Time: 1353.53 ms
[2022-04-01 15:38:10 main:574] : INFO : Epoch 1799 | loss: 0.0311382 | val_loss: 0.0311723 | Time: 1136.4 ms
[2022-04-01 15:38:11 main:574] : INFO : Epoch 1800 | loss: 0.0311383 | val_loss: 0.0311722 | Time: 1149.37 ms
[2022-04-01 15:38:12 main:574] : INFO : Epoch 1801 | loss: 0.0311386 | val_loss: 0.0311745 | Time: 1165.88 ms
[2022-04-01 15:38:13 main:574] : INFO : Epoch 1802 | loss: 0.0311371 | val_loss: 0.0311666 | Time: 1100.52 ms
[2022-04-01 15:38:15 main:574] : INFO : Epoch 1803 | loss: 0.0311351 | val_loss: 0.0311723 | Time: 1405.49 ms
[2022-04-01 15:38:16 main:574] : INFO : Epoch 1804 | loss: 0.0311351 | val_loss: 0.0311723 | Time: 1120.84 ms
[2022-04-01 15:38:17 main:574] : INFO : Epoch 1805 | loss: 0.031134 | val_loss: 0.0311709 | Time: 1148.31 ms
[2022-04-01 15:38:18 main:574] : INFO : Epoch 1806 | loss: 0.0311326 | val_loss: 0.0311708 | Time: 1185.8 ms
[2022-04-01 15:38:19 main:574] : INFO : Epoch 1807 | loss: 0.0311305 | val_loss: 0.03117 | Time: 1182.14 ms
[2022-04-01 15:38:21 main:574] : INFO : Epoch 1808 | loss: 0.0311278 | val_loss: 0.0311687 | Time: 1138.12 ms
[2022-04-01 15:38:22 main:574] : INFO : Epoch 1809 | loss: 0.0311279 | val_loss: 0.031169 | Time: 1133.67 ms
[2022-04-01 15:38:23 main:574] : INFO : Epoch 1810 | loss: 0.0311277 | val_loss: 0.0311639 | Time: 1116.81 ms
[2022-04-01 15:38:24 main:574] : INFO : Epoch 1811 | loss: 0.0311279 | val_loss: 0.0311692 | Time: 1143.38 ms
[2022-04-01 15:38:25 main:574] : INFO : Epoch 1812 | loss: 0.0311262 | val_loss: 0.0311679 | Time: 1120.01 ms
[2022-04-01 15:38:26 main:574] : INFO : Epoch 1813 | loss: 0.0311269 | val_loss: 0.0311763 | Time: 1246.44 ms
[2022-04-01 15:38:28 main:574] : INFO : Epoch 1814 | loss: 0.0311322 | val_loss: 0.0311741 | Time: 1270.22 ms
[2022-04-01 15:38:29 main:574] : INFO : Epoch 1815 | loss: 0.0311259 | val_loss: 0.0311707 | Time: 1221.3 ms
[2022-04-01 15:38:30 main:574] : INFO : Epoch 1816 | loss: 0.0311259 | val_loss: 0.031173 | Time: 1184.37 ms
[2022-04-01 15:38:31 main:574] : INFO : Epoch 1817 | loss: 0.0311274 | val_loss: 0.0311678 | Time: 1197.51 ms
[2022-04-01 15:38:33 main:574] : INFO : Epoch 1818 | loss: 0.0311274 | val_loss: 0.0311718 | Time: 1328.04 ms
[2022-04-01 15:38:34 main:574] : INFO : Epoch 1819 | loss: 0.0311265 | val_loss: 0.0311704 | Time: 1390.23 ms
[2022-04-01 15:38:35 main:574] : INFO : Epoch 1820 | loss: 0.0311258 | val_loss: 0.0311724 | Time: 1475.67 ms
[2022-04-01 15:38:37 main:574] : INFO : Epoch 1821 | loss: 0.0311233 | val_loss: 0.0311742 | Time: 1129.3 ms
[2022-04-01 15:38:38 main:574] : INFO : Epoch 1822 | loss: 0.0311239 | val_loss: 0.0311691 | Time: 1178.94 ms
[2022-04-01 15:38:39 main:574] : INFO : Epoch 1823 | loss: 0.0311248 | val_loss: 0.0311741 | Time: 1120.44 ms
[2022-04-01 15:38:40 main:574] : INFO : Epoch 1824 | loss: 0.0311263 | val_loss: 0.0311708 | Time: 1180.7 ms
[2022-04-01 15:38:42 main:574] : INFO : Epoch 1825 | loss: 0.0311278 | val_loss: 0.0311728 | Time: 1446.23 ms
[2022-04-01 15:38:43 main:574] : INFO : Epoch 1826 | loss: 0.0311272 | val_loss: 0.0311658 | Time: 1112.99 ms
[2022-04-01 15:38:44 main:574] : INFO : Epoch 1827 | loss: 0.0311273 | val_loss: 0.0311695 | Time: 1160.25 ms
[2022-04-01 15:38:45 main:574] : INFO : Epoch 1828 | loss: 0.0311269 | val_loss: 0.0311658 | Time: 1234.65 ms
[2022-04-01 15:38:46 main:574] : INFO : Epoch 1829 | loss: 0.0311272 | val_loss: 0.0311753 | Time: 1334.23 ms
[2022-04-01 15:38:48 main:574] : INFO : Epoch 1830 | loss: 0.0311277 | val_loss: 0.0311694 | Time: 1258.17 ms
[2022-04-01 15:38:49 main:574] : INFO : Epoch 1831 | loss: 0.0311285 | val_loss: 0.0311746 | Time: 1108.42 ms
[2022-04-01 15:38:50 main:574] : INFO : Epoch 1832 | loss: 0.0311299 | val_loss: 0.031168 | Time: 1130.8 ms
[2022-04-01 15:38:51 main:574] : INFO : Epoch 1833 | loss: 0.0311312 | val_loss: 0.0311703 | Time: 1177.71 ms
[2022-04-01 15:38:52 main:574] : INFO : Epoch 1834 | loss: 0.0311351 | val_loss: 0.0311698 | Time: 1226.83 ms
[2022-04-01 15:38:54 main:574] : INFO : Epoch 1835 | loss: 0.0311292 | val_loss: 0.0311729 | Time: 1223.17 ms
[2022-04-01 15:38:55 main:574] : INFO : Epoch 1836 | loss: 0.031133 | val_loss: 0.0311751 | Time: 1230.97 ms
[2022-04-01 15:38:56 main:574] : INFO : Epoch 1837 | loss: 0.03113 | val_loss: 0.031174 | Time: 1427.73 ms
[2022-04-01 15:38:57 main:574] : INFO : Epoch 1838 | loss: 0.0311264 | val_loss: 0.0311685 | Time: 1270.21 ms
[2022-04-01 15:38:59 main:574] : INFO : Epoch 1839 | loss: 0.031128 | val_loss: 0.0311777 | Time: 1112.26 ms
[2022-04-01 15:39:00 main:574] : INFO : Epoch 1840 | loss: 0.0311253 | val_loss: 0.03117 | Time: 1133.19 ms
[2022-04-01 15:39:01 main:574] : INFO : Epoch 1841 | loss: 0.03113 | val_loss: 0.0311693 | Time: 1201.32 ms
[2022-04-01 15:39:02 main:574] : INFO : Epoch 1842 | loss: 0.0311556 | val_loss: 0.0311745 | Time: 1356.48 ms
[2022-04-01 15:39:04 main:574] : INFO : Epoch 1843 | loss: 0.0311543 | val_loss: 0.0311701 | Time: 1199.65 ms
[2022-04-01 15:39:05 main:574] : INFO : Epoch 1844 | loss: 0.0311515 | val_loss: 0.0311695 | Time: 1151.74 ms
[2022-04-01 15:39:06 main:574] : INFO : Epoch 1845 | loss: 0.0311476 | val_loss: 0.0311726 | Time: 1204.24 ms
[2022-04-01 15:39:07 main:574] : INFO : Epoch 1846 | loss: 0.0311446 | val_loss: 0.0311775 | Time: 1168.29 ms
[2022-04-01 15:39:08 main:574] : INFO : Epoch 1847 | loss: 0.0311448 | val_loss: 0.0311713 | Time: 1096.93 ms
[2022-04-01 15:39:09 main:574] : INFO : Epoch 1848 | loss: 0.031142 | val_loss: 0.0311725 | Time: 1108.48 ms
[2022-04-01 15:39:11 main:574] : INFO : Epoch 1849 | loss: 0.0311405 | val_loss: 0.0311692 | Time: 1436.99 ms
[2022-04-01 15:39:12 main:574] : INFO : Epoch 1850 | loss: 0.0311393 | val_loss: 0.0311707 | Time: 1164.39 ms
[2022-04-01 15:39:13 main:574] : INFO : Epoch 1851 | loss: 0.0311377 | val_loss: 0.0311704 | Time: 1184.44 ms
[2022-04-01 15:39:14 main:574] : INFO : Epoch 1852 | loss: 0.0311372 | val_loss: 0.0311769 | Time: 1165.41 ms
[2022-04-01 15:39:15 main:574] : INFO : Epoch 1853 | loss: 0.0311354 | val_loss: 0.0311712 | Time: 1185.07 ms
[2022-04-01 15:39:17 main:574] : INFO : Epoch 1854 | loss: 0.0311365 | val_loss: 0.031174 | Time: 1136.25 ms
[2022-04-01 15:39:18 main:574] : INFO : Epoch 1855 | loss: 0.0311355 | val_loss: 0.0311737 | Time: 1287.34 ms
[2022-04-01 15:39:19 main:574] : INFO : Epoch 1856 | loss: 0.0311339 | val_loss: 0.0311703 | Time: 1327.66 ms
[2022-04-01 15:39:20 main:574] : INFO : Epoch 1857 | loss: 0.0311325 | val_loss: 0.0311754 | Time: 1138.36 ms
[2022-04-01 15:39:21 main:574] : INFO : Epoch 1858 | loss: 0.0311326 | val_loss: 0.0311754 | Time: 1112.97 ms
[2022-04-01 15:39:23 main:574] : INFO : Epoch 1859 | loss: 0.0311329 | val_loss: 0.0311777 | Time: 1153.41 ms
[2022-04-01 15:39:24 main:574] : INFO : Epoch 1860 | loss: 0.031134 | val_loss: 0.0311766 | Time: 1175.01 ms
[2022-04-01 15:39:25 main:574] : INFO : Epoch 1861 | loss: 0.0311337 | val_loss: 0.031178 | Time: 1187.74 ms
[2022-04-01 15:39:26 main:574] : INFO : Epoch 1862 | loss: 0.0311343 | val_loss: 0.0311751 | Time: 1230.59 ms
[2022-04-01 15:39:27 main:574] : INFO : Epoch 1863 | loss: 0.0311352 | val_loss: 0.0311719 | Time: 1218.21 ms
[2022-04-01 15:39:29 main:574] : INFO : Epoch 1864 | loss: 0.0311346 | val_loss: 0.0311737 | Time: 1208.62 ms
[2022-04-01 15:39:30 main:574] : INFO : Epoch 1865 | loss: 0.0311401 | val_loss: 0.0311749 | Time: 1193.17 ms
[2022-04-01 15:39:31 main:574] : INFO : Epoch 1866 | loss: 0.0311592 | val_loss: 0.0311692 | Time: 1189.92 ms
[2022-04-01 15:39:33 main:574] : INFO : Epoch 1867 | loss: 0.0311585 | val_loss: 0.0311699 | Time: 1595.7 ms
[2022-04-01 15:39:34 main:574] : INFO : Epoch 1868 | loss: 0.0311529 | val_loss: 0.0311685 | Time: 1279.18 ms
[2022-04-01 15:39:35 main:574] : INFO : Epoch 1869 | loss: 0.0311568 | val_loss: 0.031172 | Time: 1311.23 ms
[2022-04-01 15:39:36 main:574] : INFO : Epoch 1870 | loss: 0.0311616 | val_loss: 0.0311763 | Time: 1122.49 ms
[2022-04-01 15:39:38 main:574] : INFO : Epoch 1871 | loss: 0.0311654 | val_loss: 0.0311737 | Time: 1172 ms
[2022-04-01 15:39:39 main:574] : INFO : Epoch 1872 | loss: 0.031169 | val_loss: 0.0311812 | Time: 1098.02 ms
[2022-04-01 15:39:40 main:574] : INFO : Epoch 1873 | loss: 0.0311769 | val_loss: 0.0311754 | Time: 1148.6 ms
[2022-04-01 15:39:41 main:574] : INFO : Epoch 1874 | loss: 0.0311744 | val_loss: 0.0311762 | Time: 1093.28 ms
[2022-04-01 15:39:42 main:574] : INFO : Epoch 1875 | loss: 0.0311721 | val_loss: 0.0311764 | Time: 1140.47 ms
[2022-04-01 15:39:43 main:574] : INFO : Epoch 1876 | loss: 0.031171 | val_loss: 0.0311748 | Time: 1100.3 ms
[2022-04-01 15:39:44 main:574] : INFO : Epoch 1877 | loss: 0.0311662 | val_loss: 0.03117 | Time: 1114.94 ms
[2022-04-01 15:39:46 main:574] : INFO : Epoch 1878 | loss: 0.0311633 | val_loss: 0.0311698 | Time: 1339.68 ms
[2022-04-01 15:39:47 main:574] : INFO : Epoch 1879 | loss: 0.0311627 | val_loss: 0.0311688 | Time: 1152.79 ms
[2022-04-01 15:39:48 main:574] : INFO : Epoch 1880 | loss: 0.0311603 | val_loss: 0.0311699 | Time: 1144.08 ms
[2022-04-01 15:39:49 main:574] : INFO : Epoch 1881 | loss: 0.0311611 | val_loss: 0.0311702 | Time: 1112.36 ms
[2022-04-01 15:39:50 main:574] : INFO : Epoch 1882 | loss: 0.0311594 | val_loss: 0.0311694 | Time: 1077.28 ms
[2022-04-01 15:39:51 main:574] : INFO : Epoch 1883 | loss: 0.0311607 | val_loss: 0.0311772 | Time: 1119.77 ms
[2022-04-01 15:39:52 main:574] : INFO : Epoch 1884 | loss: 0.0311599 | val_loss: 0.031179 | Time: 1166.03 ms
[2022-04-01 15:39:54 main:574] : INFO : Epoch 1885 | loss: 0.0311649 | val_loss: 0.0311807 | Time: 1142.99 ms
[2022-04-01 15:39:55 main:574] : INFO : Epoch 1886 | loss: 0.0311693 | val_loss: 0.0311734 | Time: 1162.57 ms
[2022-04-01 15:39:56 main:574] : INFO : Epoch 1887 | loss: 0.0311596 | val_loss: 0.0311713 | Time: 1261.97 ms
[2022-04-01 15:39:57 main:574] : INFO : Epoch 1888 | loss: 0.031159 | val_loss: 0.0311716 | Time: 1127.74 ms
[2022-04-01 15:39:58 main:574] : INFO : Epoch 1889 | loss: 0.0311594 | val_loss: 0.0311724 | Time: 1102.53 ms
[2022-04-01 15:39:59 main:574] : INFO : Epoch 1890 | loss: 0.0311568 | val_loss: 0.031171 | Time: 1087.97 ms
[2022-04-01 15:40:00 main:574] : INFO : Epoch 1891 | loss: 0.0311557 | val_loss: 0.0311709 | Time: 1126.87 ms
[2022-04-01 15:40:02 main:574] : INFO : Epoch 1892 | loss: 0.0311553 | val_loss: 0.0311705 | Time: 1429.48 ms
[2022-04-01 15:40:03 main:574] : INFO : Epoch 1893 | loss: 0.0311545 | val_loss: 0.0311711 | Time: 1132.08 ms
[2022-04-01 15:40:04 main:574] : INFO : Epoch 1894 | loss: 0.0311552 | val_loss: 0.0311698 | Time: 1181.21 ms
[2022-04-01 15:40:05 main:574] : INFO : Epoch 1895 | loss: 0.0311555 | val_loss: 0.0311706 | Time: 1185.84 ms
[2022-04-01 15:40:06 main:574] : INFO : Epoch 1896 | loss: 0.0311534 | val_loss: 0.0311698 | Time: 1115.53 ms
[2022-04-01 15:40:08 main:574] : INFO : Epoch 1897 | loss: 0.0311539 | val_loss: 0.0311699 | Time: 1085.68 ms
[2022-04-01 15:40:09 main:574] : INFO : Epoch 1898 | loss: 0.0311561 | val_loss: 0.0311743 | Time: 1202.57 ms
[2022-04-01 15:40:10 main:574] : INFO : Epoch 1899 | loss: 0.0311627 | val_loss: 0.0311724 | Time: 1135.46 ms
[2022-04-01 15:40:11 main:574] : INFO : Epoch 1900 | loss: 0.0311613 | val_loss: 0.0311736 | Time: 1200.71 ms
[2022-04-01 15:40:12 main:574] : INFO : Epoch 1901 | loss: 0.0311607 | val_loss: 0.0311743 | Time: 1110.11 ms
[2022-04-01 15:40:13 main:574] : INFO : Epoch 1902 | loss: 0.0311588 | val_loss: 0.0311759 | Time: 1101.7 ms
[2022-04-01 15:40:14 main:574] : INFO : Epoch 1903 | loss: 0.0311587 | val_loss: 0.0311797 | Time: 1151.09 ms
[2022-04-01 15:40:16 main:574] : INFO : Epoch 1904 | loss: 0.0311589 | val_loss: 0.0311758 | Time: 1099.62 ms
[2022-04-01 15:40:17 main:574] : INFO : Epoch 1905 | loss: 0.0311598 | val_loss: 0.0311781 | Time: 1132.43 ms
[2022-04-01 15:40:18 main:574] : INFO : Epoch 1906 | loss: 0.0311578 | val_loss: 0.031175 | Time: 1307.28 ms
[2022-04-01 15:40:19 main:574] : INFO : Epoch 1907 | loss: 0.0311572 | val_loss: 0.0311703 | Time: 1101.84 ms
[2022-04-01 15:40:20 main:574] : INFO : Epoch 1908 | loss: 0.0311569 | val_loss: 0.0311698 | Time: 1145.03 ms
[2022-04-01 15:40:21 main:574] : INFO : Epoch 1909 | loss: 0.0311553 | val_loss: 0.0311701 | Time: 1149.14 ms
[2022-04-01 15:40:23 main:574] : INFO : Epoch 1910 | loss: 0.0311529 | val_loss: 0.0311732 | Time: 1166.37 ms
[2022-04-01 15:40:24 main:574] : INFO : Epoch 1911 | loss: 0.0311526 | val_loss: 0.0311732 | Time: 1057.08 ms
[2022-04-01 15:40:25 main:574] : INFO : Epoch 1912 | loss: 0.0311514 | val_loss: 0.0311746 | Time: 1142.66 ms
[2022-04-01 15:40:26 main:574] : INFO : Epoch 1913 | loss: 0.0311508 | val_loss: 0.0311751 | Time: 1093.17 ms
[2022-04-01 15:40:27 main:574] : INFO : Epoch 1914 | loss: 0.0311503 | val_loss: 0.0311751 | Time: 1291.55 ms
[2022-04-01 15:40:28 main:574] : INFO : Epoch 1915 | loss: 0.0311499 | val_loss: 0.0311756 | Time: 1245.52 ms
[2022-04-01 15:40:30 main:574] : INFO : Epoch 1916 | loss: 0.0311496 | val_loss: 0.0311706 | Time: 1188.24 ms
[2022-04-01 15:40:31 main:574] : INFO : Epoch 1917 | loss: 0.0311506 | val_loss: 0.0311763 | Time: 1199.54 ms
[2022-04-01 15:40:32 main:574] : INFO : Epoch 1918 | loss: 0.0311501 | val_loss: 0.0311714 | Time: 1239.92 ms
[2022-04-01 15:40:34 main:574] : INFO : Epoch 1919 | loss: 0.0311476 | val_loss: 0.0311727 | Time: 1542.09 ms
[2022-04-01 15:40:35 main:574] : INFO : Epoch 1920 | loss: 0.0311468 | val_loss: 0.0311735 | Time: 1266.44 ms
[2022-04-01 15:40:36 main:574] : INFO : Epoch 1921 | loss: 0.0311491 | val_loss: 0.0311739 | Time: 1188.57 ms
[2022-04-01 15:40:37 main:574] : INFO : Epoch 1922 | loss: 0.0311488 | val_loss: 0.0311737 | Time: 1155 ms
[2022-04-01 15:40:38 main:574] : INFO : Epoch 1923 | loss: 0.0311465 | val_loss: 0.0311768 | Time: 1174.12 ms
[2022-04-01 15:40:40 main:574] : INFO : Epoch 1924 | loss: 0.0311477 | val_loss: 0.0311723 | Time: 1104.98 ms
[2022-04-01 15:40:41 main:574] : INFO : Epoch 1925 | loss: 0.0311475 | val_loss: 0.0311732 | Time: 1119.73 ms
[2022-04-01 15:40:42 main:574] : INFO : Epoch 1926 | loss: 0.0311462 | val_loss: 0.0311772 | Time: 1126.66 ms
[2022-04-01 15:40:43 main:574] : INFO : Epoch 1927 | loss: 0.0311469 | val_loss: 0.0311753 | Time: 1170.07 ms
[2022-04-01 15:40:44 main:574] : INFO : Epoch 1928 | loss: 0.031149 | val_loss: 0.0311805 | Time: 1137.64 ms
[2022-04-01 15:40:45 main:574] : INFO : Epoch 1929 | loss: 0.0311517 | val_loss: 0.0311781 | Time: 1148.83 ms
[2022-04-01 15:40:46 main:574] : INFO : Epoch 1930 | loss: 0.0311495 | val_loss: 0.0311709 | Time: 1132.11 ms
[2022-04-01 15:40:48 main:574] : INFO : Epoch 1931 | loss: 0.0311473 | val_loss: 0.031179 | Time: 1105.23 ms
[2022-04-01 15:40:49 main:574] : INFO : Epoch 1932 | loss: 0.0311452 | val_loss: 0.0311781 | Time: 1119.47 ms
[2022-04-01 15:40:50 main:574] : INFO : Epoch 1933 | loss: 0.0311464 | val_loss: 0.0311711 | Time: 1059.93 ms
[2022-04-01 15:40:51 main:574] : INFO : Epoch 1934 | loss: 0.0311478 | val_loss: 0.0311744 | Time: 1162.9 ms
[2022-04-01 15:40:52 main:574] : INFO : Epoch 1935 | loss: 0.0311473 | val_loss: 0.0311758 | Time: 1139.03 ms
[2022-04-01 15:40:53 main:574] : INFO : Epoch 1936 | loss: 0.0311486 | val_loss: 0.0311728 | Time: 1083.81 ms
[2022-04-01 15:40:54 main:574] : INFO : Epoch 1937 | loss: 0.0311469 | val_loss: 0.0311754 | Time: 1067.48 ms
[2022-04-01 15:40:55 main:574] : INFO : Epoch 1938 | loss: 0.0311458 | val_loss: 0.0311732 | Time: 1209.25 ms
[2022-04-01 15:40:57 main:574] : INFO : Epoch 1939 | loss: 0.0311462 | val_loss: 0.031173 | Time: 1078.6 ms
[2022-04-01 15:40:58 main:574] : INFO : Epoch 1940 | loss: 0.031149 | val_loss: 0.0311739 | Time: 1062.54 ms
[2022-04-01 15:40:59 main:574] : INFO : Epoch 1941 | loss: 0.0311462 | val_loss: 0.0311702 | Time: 1204.16 ms
[2022-04-01 15:41:00 main:574] : INFO : Epoch 1942 | loss: 0.0311434 | val_loss: 0.0311714 | Time: 1340.12 ms
[2022-04-01 15:41:01 main:574] : INFO : Epoch 1943 | loss: 0.0311434 | val_loss: 0.0311698 | Time: 1142.45 ms
[2022-04-01 15:41:02 main:574] : INFO : Epoch 1944 | loss: 0.0311437 | val_loss: 0.0311702 | Time: 1165.67 ms
[2022-04-01 15:41:04 main:574] : INFO : Epoch 1945 | loss: 0.0311451 | val_loss: 0.0311848 | Time: 1152.62 ms
[2022-04-01 15:41:05 main:574] : INFO : Epoch 1946 | loss: 0.0311451 | val_loss: 0.0311726 | Time: 1070.91 ms
[2022-04-01 15:41:06 main:574] : INFO : Epoch 1947 | loss: 0.0311408 | val_loss: 0.0311715 | Time: 1141.05 ms
[2022-04-01 15:41:07 main:574] : INFO : Epoch 1948 | loss: 0.0311398 | val_loss: 0.0311747 | Time: 1093.68 ms
[2022-04-01 15:41:08 main:574] : INFO : Epoch 1949 | loss: 0.031139 | val_loss: 0.0311773 | Time: 1138.48 ms
[2022-04-01 15:41:09 main:574] : INFO : Epoch 1950 | loss: 0.0311405 | val_loss: 0.0311696 | Time: 1131.18 ms
[2022-04-01 15:41:10 main:574] : INFO : Epoch 1951 | loss: 0.0311413 | val_loss: 0.0311786 | Time: 1091.13 ms
[2022-04-01 15:41:11 main:574] : INFO : Epoch 1952 | loss: 0.0311435 | val_loss: 0.0311797 | Time: 1149.91 ms
[2022-04-01 15:41:13 main:574] : INFO : Epoch 1953 | loss: 0.0311447 | val_loss: 0.0311717 | Time: 1086.37 ms
[2022-04-01 15:41:14 main:574] : INFO : Epoch 1954 | loss: 0.0311408 | val_loss: 0.0311726 | Time: 1241.04 ms
[2022-04-01 15:41:15 main:574] : INFO : Epoch 1955 | loss: 0.0311418 | val_loss: 0.0311766 | Time: 1211.43 ms
[2022-04-01 15:41:16 main:574] : INFO : Epoch 1956 | loss: 0.0311399 | val_loss: 0.0311782 | Time: 1116.56 ms
[2022-04-01 15:41:17 main:574] : INFO : Epoch 1957 | loss: 0.0311385 | val_loss: 0.0311788 | Time: 1105.48 ms
[2022-04-01 15:41:19 main:574] : INFO : Epoch 1958 | loss: 0.0311398 | val_loss: 0.0311756 | Time: 1300.5 ms
[2022-04-01 15:41:20 main:574] : INFO : Epoch 1959 | loss: 0.0311403 | val_loss: 0.0311714 | Time: 1227.27 ms
[2022-04-01 15:41:21 main:574] : INFO : Epoch 1960 | loss: 0.0311414 | val_loss: 0.0311741 | Time: 1182.84 ms
[2022-04-01 15:41:22 main:574] : INFO : Epoch 1961 | loss: 0.0311424 | val_loss: 0.031174 | Time: 1139.78 ms
[2022-04-01 15:41:23 main:574] : INFO : Epoch 1962 | loss: 0.0311423 | val_loss: 0.0311781 | Time: 1109.11 ms
[2022-04-01 15:41:24 main:574] : INFO : Epoch 1963 | loss: 0.0311427 | val_loss: 0.0311792 | Time: 1092.5 ms
[2022-04-01 15:41:25 main:574] : INFO : Epoch 1964 | loss: 0.0311415 | val_loss: 0.0311805 | Time: 1086.65 ms
[2022-04-01 15:41:27 main:574] : INFO : Epoch 1965 | loss: 0.0311413 | val_loss: 0.0311776 | Time: 1115.63 ms
[2022-04-01 15:41:28 main:574] : INFO : Epoch 1966 | loss: 0.0311418 | val_loss: 0.0311798 | Time: 1133.18 ms
[2022-04-01 15:41:29 main:574] : INFO : Epoch 1967 | loss: 0.0311416 | val_loss: 0.0311708 | Time: 1149.24 ms
[2022-04-01 15:41:30 main:574] : INFO : Epoch 1968 | loss: 0.0311415 | val_loss: 0.0311745 | Time: 1166.88 ms
[2022-04-01 15:41:31 main:574] : INFO : Epoch 1969 | loss: 0.0311426 | val_loss: 0.0311736 | Time: 1136.48 ms
[2022-04-01 15:41:32 main:574] : INFO : Epoch 1970 | loss: 0.031144 | val_loss: 0.0311746 | Time: 1196.12 ms
[2022-04-01 15:41:34 main:574] : INFO : Epoch 1971 | loss: 0.0311435 | val_loss: 0.0311748 | Time: 1191.52 ms
[2022-04-01 15:41:35 main:574] : INFO : Epoch 1972 | loss: 0.0311414 | val_loss: 0.0311792 | Time: 1149.59 ms
[2022-04-01 15:41:36 main:574] : INFO : Epoch 1973 | loss: 0.0311397 | val_loss: 0.0311778 | Time: 1109.41 ms
[2022-04-01 15:41:37 main:574] : INFO : Epoch 1974 | loss: 0.0311394 | val_loss: 0.0311772 | Time: 1194.4 ms
[2022-04-01 15:41:38 main:574] : INFO : Epoch 1975 | loss: 0.0311395 | val_loss: 0.0311759 | Time: 1101.95 ms
[2022-04-01 15:41:39 main:574] : INFO : Epoch 1976 | loss: 0.0311358 | val_loss: 0.0311786 | Time: 1116.35 ms
[2022-04-01 15:41:40 main:574] : INFO : Epoch 1977 | loss: 0.0311383 | val_loss: 0.0311826 | Time: 1187.38 ms
[2022-04-01 15:41:42 main:574] : INFO : Epoch 1978 | loss: 0.0311399 | val_loss: 0.0311758 | Time: 1103.99 ms
[2022-04-01 15:41:43 main:574] : INFO : Epoch 1979 | loss: 0.0311372 | val_loss: 0.0311721 | Time: 1157.46 ms
[2022-04-01 15:41:44 main:574] : INFO : Epoch 1980 | loss: 0.0311364 | val_loss: 0.0311786 | Time: 1065.69 ms
[2022-04-01 15:41:45 main:574] : INFO : Epoch 1981 | loss: 0.031139 | val_loss: 0.0311773 | Time: 1156.77 ms
[2022-04-01 15:41:46 main:574] : INFO : Epoch 1982 | loss: 0.03114 | val_loss: 0.0311782 | Time: 1097 ms
[2022-04-01 15:41:47 main:574] : INFO : Epoch 1983 | loss: 0.031139 | val_loss: 0.0311826 | Time: 1164.18 ms
[2022-04-01 15:41:49 main:574] : INFO : Epoch 1984 | loss: 0.031138 | val_loss: 0.0311729 | Time: 1327.02 ms
[2022-04-01 15:41:50 main:574] : INFO : Epoch 1985 | loss: 0.0311383 | val_loss: 0.0311735 | Time: 1168.13 ms
[2022-04-01 15:41:51 main:574] : INFO : Epoch 1986 | loss: 0.031139 | val_loss: 0.0311748 | Time: 1170.66 ms
[2022-04-01 15:41:52 main:574] : INFO : Epoch 1987 | loss: 0.0311392 | val_loss: 0.031171 | Time: 1236.44 ms
[2022-04-01 15:41:53 main:574] : INFO : Epoch 1988 | loss: 0.0311393 | val_loss: 0.0311747 | Time: 1142.79 ms
[2022-04-01 15:41:54 main:574] : INFO : Epoch 1989 | loss: 0.0311408 | val_loss: 0.0311761 | Time: 1125.83 ms
[2022-04-01 15:41:56 main:574] : INFO : Epoch 1990 | loss: 0.0311429 | val_loss: 0.0311752 | Time: 1258.61 ms
[2022-04-01 15:41:57 main:574] : INFO : Epoch 1991 | loss: 0.0311464 | val_loss: 0.0311715 | Time: 1110.07 ms
[2022-04-01 15:41:58 main:574] : INFO : Epoch 1992 | loss: 0.0311462 | val_loss: 0.0311759 | Time: 1095.64 ms
[2022-04-01 15:41:59 main:574] : INFO : Epoch 1993 | loss: 0.0311447 | val_loss: 0.0311775 | Time: 1151.85 ms
[2022-04-01 15:42:00 main:574] : INFO : Epoch 1994 | loss: 0.0311452 | val_loss: 0.0311771 | Time: 1180.88 ms
[2022-04-01 15:42:02 main:574] : INFO : Epoch 1995 | loss: 0.0311451 | val_loss: 0.031174 | Time: 1252.26 ms
[2022-04-01 15:42:03 main:574] : INFO : Epoch 1996 | loss: 0.0311553 | val_loss: 0.0311713 | Time: 1118.91 ms
[2022-04-01 15:42:04 main:574] : INFO : Epoch 1997 | loss: 0.0311526 | val_loss: 0.0311731 | Time: 1172.26 ms
[2022-04-01 15:42:05 main:574] : INFO : Epoch 1998 | loss: 0.031152 | val_loss: 0.0311765 | Time: 1103.74 ms
[2022-04-01 15:42:06 main:574] : INFO : Epoch 1999 | loss: 0.0311512 | val_loss: 0.0311718 | Time: 1358.63 ms
[2022-04-01 15:42:07 main:574] : INFO : Epoch 2000 | loss: 0.0311478 | val_loss: 0.0311804 | Time: 1138.79 ms
[2022-04-01 15:42:09 main:574] : INFO : Epoch 2001 | loss: 0.0311491 | val_loss: 0.031182 | Time: 1210.6 ms
[2022-04-01 15:42:10 main:574] : INFO : Epoch 2002 | loss: 0.0311449 | val_loss: 0.0311768 | Time: 1245.88 ms
[2022-04-01 15:42:11 main:574] : INFO : Epoch 2003 | loss: 0.0311443 | val_loss: 0.0311752 | Time: 1120.19 ms
[2022-04-01 15:42:12 main:574] : INFO : Epoch 2004 | loss: 0.0311434 | val_loss: 0.031182 | Time: 1246.14 ms
[2022-04-01 15:42:14 main:574] : INFO : Epoch 2005 | loss: 0.0311423 | val_loss: 0.0311747 | Time: 1267.85 ms
[2022-04-01 15:42:15 main:574] : INFO : Epoch 2006 | loss: 0.0311407 | val_loss: 0.0311742 | Time: 1175.89 ms
[2022-04-01 15:42:16 main:574] : INFO : Epoch 2007 | loss: 0.0311392 | val_loss: 0.0311747 | Time: 1250.24 ms
[2022-04-01 15:42:17 main:574] : INFO : Epoch 2008 | loss: 0.0311418 | val_loss: 0.0311742 | Time: 1271.33 ms
[2022-04-01 15:42:19 main:574] : INFO : Epoch 2009 | loss: 0.0311427 | val_loss: 0.0311785 | Time: 1282.49 ms
[2022-04-01 15:42:20 main:574] : INFO : Epoch 2010 | loss: 0.0311404 | val_loss: 0.0311783 | Time: 1198.69 ms
[2022-04-01 15:42:21 main:574] : INFO : Epoch 2011 | loss: 0.0311447 | val_loss: 0.0311784 | Time: 1240.56 ms
[2022-04-01 15:42:22 main:574] : INFO : Epoch 2012 | loss: 0.0311435 | val_loss: 0.0311756 | Time: 1219.87 ms
[2022-04-01 15:42:23 main:574] : INFO : Epoch 2013 | loss: 0.0311423 | val_loss: 0.031174 | Time: 1275.3 ms
[2022-04-01 15:42:25 main:574] : INFO : Epoch 2014 | loss: 0.0311413 | val_loss: 0.031181 | Time: 1168.8 ms
[2022-04-01 15:42:26 main:574] : INFO : Epoch 2015 | loss: 0.0311398 | val_loss: 0.031177 | Time: 1128.44 ms
[2022-04-01 15:42:27 main:574] : INFO : Epoch 2016 | loss: 0.0311385 | val_loss: 0.0311761 | Time: 1301.35 ms
[2022-04-01 15:42:29 main:574] : INFO : Epoch 2017 | loss: 0.0311364 | val_loss: 0.0311753 | Time: 1491.79 ms
[2022-04-01 15:42:30 main:574] : INFO : Epoch 2018 | loss: 0.0311375 | val_loss: 0.0311767 | Time: 1444.54 ms
[2022-04-01 15:42:32 main:574] : INFO : Epoch 2019 | loss: 0.0311386 | val_loss: 0.0311822 | Time: 1513.57 ms
[2022-04-01 15:42:33 main:574] : INFO : Epoch 2020 | loss: 0.0311405 | val_loss: 0.0311802 | Time: 1584.27 ms
[2022-04-01 15:42:34 main:574] : INFO : Epoch 2021 | loss: 0.0311401 | val_loss: 0.0311754 | Time: 1329.34 ms
[2022-04-01 15:42:36 main:574] : INFO : Epoch 2022 | loss: 0.0311392 | val_loss: 0.0311798 | Time: 1276.13 ms
[2022-04-01 15:42:37 main:574] : INFO : Epoch 2023 | loss: 0.0311372 | val_loss: 0.0311754 | Time: 1210.6 ms
[2022-04-01 15:42:38 main:574] : INFO : Epoch 2024 | loss: 0.0311389 | val_loss: 0.0311773 | Time: 1285.27 ms
[2022-04-01 15:42:39 main:574] : INFO : Epoch 2025 | loss: 0.0311391 | val_loss: 0.0311744 | Time: 1149.74 ms
[2022-04-01 15:42:41 main:574] : INFO : Epoch 2026 | loss: 0.0311373 | val_loss: 0.0311784 | Time: 1339.37 ms
[2022-04-01 15:42:42 main:574] : INFO : Epoch 2027 | loss: 0.0311396 | val_loss: 0.031179 | Time: 1193.2 ms
[2022-04-01 15:42:43 main:574] : INFO : Epoch 2028 | loss: 0.0311392 | val_loss: 0.0311744 | Time: 1294.92 ms
[2022-04-01 15:42:45 main:574] : INFO : Epoch 2029 | loss: 0.0311379 | val_loss: 0.031176 | Time: 1254.62 ms
[2022-04-01 15:42:46 main:574] : INFO : Epoch 2030 | loss: 0.0311394 | val_loss: 0.0311744 | Time: 1311.32 ms
[2022-04-01 15:42:47 main:574] : INFO : Epoch 2031 | loss: 0.0311383 | val_loss: 0.0311767 | Time: 1255.49 ms
[2022-04-01 15:42:48 main:574] : INFO : Epoch 2032 | loss: 0.0311424 | val_loss: 0.0311758 | Time: 1334.26 ms
[2022-04-01 15:42:50 main:574] : INFO : Epoch 2033 | loss: 0.031144 | val_loss: 0.0311755 | Time: 1229.74 ms
[2022-04-01 15:42:51 main:574] : INFO : Epoch 2034 | loss: 0.0311415 | val_loss: 0.0311779 | Time: 1137.94 ms
[2022-04-01 15:42:52 main:574] : INFO : Epoch 2035 | loss: 0.0311396 | val_loss: 0.0311753 | Time: 1507.59 ms
[2022-04-01 15:42:53 main:574] : INFO : Epoch 2036 | loss: 0.0311392 | val_loss: 0.0311769 | Time: 1123.15 ms
[2022-04-01 15:42:55 main:574] : INFO : Epoch 2037 | loss: 0.0311384 | val_loss: 0.0311798 | Time: 1235.52 ms
[2022-04-01 15:42:56 main:574] : INFO : Epoch 2038 | loss: 0.0311375 | val_loss: 0.0311769 | Time: 1392.28 ms
[2022-04-01 15:42:57 main:574] : INFO : Epoch 2039 | loss: 0.0311404 | val_loss: 0.0311819 | Time: 1137.6 ms
[2022-04-01 15:42:59 main:574] : INFO : Epoch 2040 | loss: 0.0311407 | val_loss: 0.0311758 | Time: 1362.66 ms
[2022-04-01 15:43:00 main:574] : INFO : Epoch 2041 | loss: 0.0311397 | val_loss: 0.0311759 | Time: 1307 ms
[2022-04-01 15:43:01 main:574] : INFO : Epoch 2042 | loss: 0.0311464 | val_loss: 0.0311784 | Time: 1314.67 ms
[2022-04-01 15:43:02 main:574] : INFO : Epoch 2043 | loss: 0.0311453 | val_loss: 0.0311776 | Time: 1238.7 ms
[2022-04-01 15:43:04 main:574] : INFO : Epoch 2044 | loss: 0.0311428 | val_loss: 0.0311759 | Time: 1196.69 ms
[2022-04-01 15:43:05 main:574] : INFO : Epoch 2045 | loss: 0.0311409 | val_loss: 0.0311792 | Time: 1195.67 ms
[2022-04-01 15:43:06 main:574] : INFO : Epoch 2046 | loss: 0.031139 | val_loss: 0.0311852 | Time: 1104.16 ms
[2022-04-01 15:43:07 main:574] : INFO : Epoch 2047 | loss: 0.0311416 | val_loss: 0.0311828 | Time: 1243.23 ms
[2022-04-01 15:43:08 main:574] : INFO : Epoch 2048 | loss: 0.0311423 | val_loss: 0.0311828 | Time: 1272.78 ms
[2022-04-01 15:43:08 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311828
[2022-04-01 15:43:09 main:603] : INFO : Saving end state to config to file
[2022-04-01 15:43:09 main:608] : INFO : Success, exiting..
15:43:09 (4064): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)