Task 8315657
| Name | ParityModified-1634620951-8430-0_1 |
| Workunit | 5757613 |
| Created | 22 Oct 2021, 16:54:24 UTC |
| Sent | 22 Oct 2021, 17:48:21 UTC |
| Report deadline | 30 Oct 2021, 17:48:21 UTC |
| Received | 27 Oct 2021, 2:06:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6745 |
| Run time | 42 min 30 sec |
| CPU time | 38 min 49 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,442.51 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.32 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: 0.0309861 | val_loss: 0.0313067 | Time: 1161.67 ms [2021-10-26 20:55:04 main:574] : INFO : Epoch 1543 | loss: 0.0309908 | val_loss: 0.031349 | Time: 1182.76 ms [2021-10-26 20:55:05 main:574] : INFO : Epoch 1544 | loss: 0.0309828 | val_loss: 0.0313327 | Time: 1181.15 ms [2021-10-26 20:55:06 main:574] : INFO : Epoch 1545 | loss: 0.0309769 | val_loss: 0.031321 | Time: 1184.49 ms [2021-10-26 20:55:07 main:574] : INFO : Epoch 1546 | loss: 0.030983 | val_loss: 0.0313318 | Time: 1181.3 ms [2021-10-26 20:55:29 main:574] : INFO : Epoch 1547 | loss: 0.0309773 | val_loss: 0.0313365 | Time: 21560.3 ms [2021-10-26 20:55:30 main:574] : INFO : Epoch 1548 | loss: 0.0309778 | val_loss: 0.0313499 | Time: 1184.07 ms [2021-10-26 20:55:31 main:574] : INFO : Epoch 1549 | loss: 0.0309824 | val_loss: 0.0313456 | Time: 1164.38 ms [2021-10-26 20:55:32 main:574] : INFO : Epoch 1550 | loss: 0.030983 | val_loss: 0.0313229 | Time: 1153.22 ms [2021-10-26 20:55:33 main:574] : INFO : Epoch 1551 | loss: 0.0309912 | val_loss: 0.0313741 | Time: 1180.22 ms [2021-10-26 20:55:35 main:574] : INFO : Epoch 1552 | loss: 0.0309931 | val_loss: 0.0313074 | Time: 1172.91 ms [2021-10-26 20:55:36 main:574] : INFO : Epoch 1553 | loss: 0.0309844 | val_loss: 0.0313362 | Time: 1177.48 ms [2021-10-26 20:55:37 main:574] : INFO : Epoch 1554 | loss: 0.0309822 | val_loss: 0.0313339 | Time: 1168.08 ms [2021-10-26 20:55:38 main:574] : INFO : Epoch 1555 | loss: 0.0309796 | val_loss: 0.0313278 | Time: 1171.35 ms [2021-10-26 20:55:39 main:574] : INFO : Epoch 1556 | loss: 0.0309834 | val_loss: 0.0313182 | Time: 1182.09 ms [2021-10-26 20:55:41 main:574] : INFO : Epoch 1557 | loss: 0.0309798 | val_loss: 0.0313295 | Time: 1182.87 ms [2021-10-26 20:55:42 main:574] : INFO : Epoch 1558 | loss: 0.0309827 | val_loss: 0.0313184 | Time: 1152.06 ms [2021-10-26 20:55:43 main:574] : INFO : Epoch 1559 | loss: 0.0309844 | val_loss: 0.0312942 | Time: 1170.96 ms [2021-10-26 20:55:44 main:574] : INFO : Epoch 1560 | loss: 0.0309855 | val_loss: 0.0313323 | Time: 1162.08 ms [2021-10-26 20:55:45 main:574] : INFO : Epoch 1561 | loss: 0.0309825 | val_loss: 0.0313601 | Time: 1182.44 ms [2021-10-26 20:55:46 main:574] : INFO : Epoch 1562 | loss: 0.0309808 | val_loss: 0.0313248 | Time: 1180.24 ms [2021-10-26 20:55:48 main:574] : INFO : Epoch 1563 | loss: 0.030985 | val_loss: 0.0313068 | Time: 1179.62 ms [2021-10-26 20:55:49 main:574] : INFO : Epoch 1564 | loss: 0.0309806 | val_loss: 0.0313383 | Time: 1179.22 ms [2021-10-26 20:55:50 main:574] : INFO : Epoch 1565 | loss: 0.0309853 | val_loss: 0.0313219 | Time: 1175.65 ms [2021-10-26 20:55:51 main:574] : INFO : Epoch 1566 | loss: 0.0310016 | val_loss: 0.0313158 | Time: 1165.87 ms [2021-10-26 20:55:52 main:574] : INFO : Epoch 1567 | loss: 0.0309887 | val_loss: 0.0313557 | Time: 1162.7 ms [2021-10-26 20:55:54 main:574] : INFO : Epoch 1568 | loss: 0.0309902 | val_loss: 0.0313411 | Time: 1186.1 ms [2021-10-26 20:55:55 main:574] : INFO : Epoch 1569 | loss: 0.0309812 | val_loss: 0.0312942 | Time: 1177.47 ms [2021-10-26 20:55:56 main:574] : INFO : Epoch 1570 | loss: 0.0309829 | val_loss: 0.0313223 | Time: 1177.46 ms [2021-10-26 20:55:57 main:574] : INFO : Epoch 1571 | loss: 0.0309859 | val_loss: 0.0313432 | Time: 1174.85 ms [2021-10-26 20:55:58 main:574] : INFO : Epoch 1572 | loss: 0.0309886 | val_loss: 0.0312927 | Time: 1174.4 ms [2021-10-26 20:55:59 main:574] : INFO : Epoch 1573 | loss: 0.0309897 | val_loss: 0.0313577 | Time: 1185.03 ms [2021-10-26 20:56:01 main:574] : INFO : Epoch 1574 | loss: 0.0309832 | val_loss: 0.0313267 | Time: 1196.28 ms [2021-10-26 20:56:02 main:574] : INFO : Epoch 1575 | loss: 0.0309877 | val_loss: 0.0313261 | Time: 1157.09 ms [2021-10-26 20:56:03 main:574] : INFO : Epoch 1576 | loss: 0.0309901 | val_loss: 0.0313249 | Time: 1158.89 ms [2021-10-26 20:56:04 main:574] : INFO : Epoch 1577 | loss: 0.0309819 | val_loss: 0.0313234 | Time: 1187.4 ms [2021-10-26 20:56:05 main:574] : INFO : Epoch 1578 | loss: 0.030992 | val_loss: 0.0313361 | Time: 1174.65 ms [2021-10-26 20:56:07 main:574] : INFO : Epoch 1579 | loss: 0.0309822 | val_loss: 0.031325 | Time: 1185.14 ms [2021-10-26 20:56:08 main:574] : INFO : Epoch 1580 | loss: 0.0309812 | val_loss: 0.0313254 | Time: 1187.23 ms [2021-10-26 20:56:09 main:574] : INFO : Epoch 1581 | loss: 0.0309788 | val_loss: 0.0313559 | Time: 1173.88 ms [2021-10-26 20:56:10 main:574] : INFO : Epoch 1582 | loss: 0.0309794 | val_loss: 0.0313262 | Time: 1182.34 ms [2021-10-26 20:56:11 main:574] : INFO : Epoch 1583 | loss: 0.0309783 | val_loss: 0.0313165 | Time: 1174.5 ms [2021-10-26 20:56:12 main:574] : INFO : Epoch 1584 | loss: 0.0309887 | val_loss: 0.03131 | Time: 1150.58 ms [2021-10-26 20:56:14 main:574] : INFO : Epoch 1585 | loss: 0.0309916 | val_loss: 0.0313417 | Time: 1174.2 ms [2021-10-26 20:56:15 main:574] : INFO : Epoch 1586 | loss: 0.0309756 | val_loss: 0.0313354 | Time: 1183.3 ms [2021-10-26 20:56:16 main:574] : INFO : Epoch 1587 | loss: 0.0309819 | val_loss: 0.0313132 | Time: 1184.84 ms [2021-10-26 20:56:17 main:574] : INFO : Epoch 1588 | loss: 0.030984 | val_loss: 0.0312948 | Time: 1175.67 ms [2021-10-26 20:56:18 main:574] : INFO : Epoch 1589 | loss: 0.0309989 | val_loss: 0.0312958 | Time: 1164.28 ms [2021-10-26 20:56:20 main:574] : INFO : Epoch 1590 | loss: 0.0309909 | val_loss: 0.031326 | Time: 1195.94 ms [2021-10-26 20:56:21 main:574] : INFO : Epoch 1591 | loss: 0.0309822 | val_loss: 0.0313108 | Time: 1213.07 ms [2021-10-26 20:56:22 main:574] : INFO : Epoch 1592 | loss: 0.0309885 | val_loss: 0.0313325 | Time: 1150.7 ms [2021-10-26 20:56:23 main:574] : INFO : Epoch 1593 | loss: 0.0309928 | val_loss: 0.0313476 | Time: 1154.24 ms [2021-10-26 20:56:24 main:574] : INFO : Epoch 1594 | loss: 0.0309898 | val_loss: 0.0313148 | Time: 1175.31 ms [2021-10-26 20:56:26 main:574] : INFO : Epoch 1595 | loss: 0.0309929 | val_loss: 0.0313267 | Time: 1174.56 ms [2021-10-26 20:56:27 main:574] : INFO : Epoch 1596 | loss: 0.0309767 | val_loss: 0.0313531 | Time: 1181.15 ms [2021-10-26 20:56:28 main:574] : INFO : Epoch 1597 | loss: 0.0309787 | val_loss: 0.0313299 | Time: 1182.58 ms [2021-10-26 20:56:29 main:574] : INFO : Epoch 1598 | loss: 0.0309809 | val_loss: 0.0313172 | Time: 1175.42 ms [2021-10-26 20:56:30 main:574] : INFO : Epoch 1599 | loss: 0.0309754 | val_loss: 0.0313287 | Time: 1176.06 ms [2021-10-26 20:56:31 main:574] : INFO : Epoch 1600 | loss: 0.030977 | val_loss: 0.0313351 | Time: 1171.51 ms [2021-10-26 20:56:33 main:574] : INFO : Epoch 1601 | loss: 0.0309781 | val_loss: 0.0313006 | Time: 1163.57 ms [2021-10-26 20:56:34 main:574] : INFO : Epoch 1602 | loss: 0.0309823 | val_loss: 0.0313023 | Time: 1162.93 ms [2021-10-26 20:56:35 main:574] : INFO : Epoch 1603 | loss: 0.0309822 | val_loss: 0.0313073 | Time: 1174.09 ms [2021-10-26 20:56:36 main:574] : INFO : Epoch 1604 | loss: 0.0309888 | val_loss: 0.0313528 | Time: 1175.64 ms [2021-10-26 20:56:37 main:574] : INFO : Epoch 1605 | loss: 0.0309831 | val_loss: 0.0313511 | Time: 1180.4 ms [2021-10-26 20:56:39 main:574] : INFO : Epoch 1606 | loss: 0.0309849 | val_loss: 0.0313617 | Time: 1170.73 ms [2021-10-26 20:56:40 main:574] : INFO : Epoch 1607 | loss: 0.0309861 | val_loss: 0.0313305 | Time: 1185.62 ms [2021-10-26 20:56:41 main:574] : INFO : Epoch 1608 | loss: 0.0309788 | val_loss: 0.031311 | Time: 1166.02 ms [2021-10-26 20:56:42 main:574] : INFO : Epoch 1609 | loss: 0.0309855 | val_loss: 0.0313556 | Time: 1169.33 ms [2021-10-26 20:56:43 main:574] : INFO : Epoch 1610 | loss: 0.0309869 | val_loss: 0.0312885 | Time: 1174.22 ms [2021-10-26 20:56:44 main:574] : INFO : Epoch 1611 | loss: 0.0309867 | val_loss: 0.0313473 | Time: 1176.23 ms [2021-10-26 20:56:46 main:574] : INFO : Epoch 1612 | loss: 0.0309921 | val_loss: 0.0313317 | Time: 1177.27 ms [2021-10-26 20:56:47 main:574] : INFO : Epoch 1613 | loss: 0.0309873 | val_loss: 0.0313098 | Time: 1185.04 ms [2021-10-26 20:56:48 main:574] : INFO : Epoch 1614 | loss: 0.0309867 | val_loss: 0.0313382 | Time: 1176.79 ms [2021-10-26 20:56:49 main:574] : INFO : Epoch 1615 | loss: 0.031003 | val_loss: 0.0313422 | Time: 1196.14 ms [2021-10-26 20:56:50 main:574] : INFO : Epoch 1616 | loss: 0.0309939 | val_loss: 0.0313379 | Time: 1170.11 ms [2021-10-26 20:56:52 main:574] : INFO : Epoch 1617 | loss: 0.0309999 | val_loss: 0.0313533 | Time: 1142.4 ms [2021-10-26 20:56:53 main:574] : INFO : Epoch 1618 | loss: 0.0309914 | val_loss: 0.0313241 | Time: 1168.53 ms [2021-10-26 20:56:54 main:574] : INFO : Epoch 1619 | loss: 0.0309823 | val_loss: 0.0313233 | Time: 1179.84 ms [2021-10-26 20:56:55 main:574] : INFO : Epoch 1620 | loss: 0.0309757 | val_loss: 0.031347 | Time: 1176.3 ms [2021-10-26 20:56:56 main:574] : INFO : Epoch 1621 | loss: 0.0309785 | val_loss: 0.0313495 | Time: 1189.75 ms [2021-10-26 20:56:57 main:574] : INFO : Epoch 1622 | loss: 0.0309924 | val_loss: 0.0313312 | Time: 1179.88 ms [2021-10-26 20:56:59 main:574] : INFO : Epoch 1623 | loss: 0.0309944 | val_loss: 0.0313507 | Time: 1181.78 ms [2021-10-26 20:57:00 main:574] : INFO : Epoch 1624 | loss: 0.0309826 | val_loss: 0.031323 | Time: 1184.01 ms [2021-10-26 20:57:01 main:574] : INFO : Epoch 1625 | loss: 0.0309838 | val_loss: 0.0313321 | Time: 1166.79 ms [2021-10-26 20:57:02 main:574] : INFO : Epoch 1626 | loss: 0.0309918 | val_loss: 0.0313239 | Time: 1143.59 ms [2021-10-26 20:57:03 main:574] : INFO : Epoch 1627 | loss: 0.0310201 | val_loss: 0.0312946 | Time: 1179.17 ms [2021-10-26 20:57:05 main:574] : INFO : Epoch 1628 | loss: 0.0310092 | val_loss: 0.0313255 | Time: 1182.48 ms [2021-10-26 20:57:06 main:574] : INFO : Epoch 1629 | loss: 0.0309921 | val_loss: 0.0313167 | Time: 1174.86 ms [2021-10-26 20:57:07 main:574] : INFO : Epoch 1630 | loss: 0.0309929 | val_loss: 0.031309 | Time: 1177.46 ms [2021-10-26 20:57:08 main:574] : INFO : Epoch 1631 | loss: 0.0309952 | val_loss: 0.0313069 | Time: 1177.84 ms [2021-10-26 20:57:09 main:574] : INFO : Epoch 1632 | loss: 0.0309905 | val_loss: 0.0313098 | Time: 1175.25 ms [2021-10-26 20:57:10 main:574] : INFO : Epoch 1633 | loss: 0.0309837 | val_loss: 0.0313014 | Time: 1179.36 ms [2021-10-26 20:57:12 main:574] : INFO : Epoch 1634 | loss: 0.0309795 | val_loss: 0.0313298 | Time: 1157.15 ms [2021-10-26 20:57:13 main:574] : INFO : Epoch 1635 | loss: 0.0309898 | val_loss: 0.031341 | Time: 1165.08 ms [2021-10-26 20:57:14 main:574] : INFO : Epoch 1636 | loss: 0.0309917 | val_loss: 0.0313256 | Time: 1176.94 ms [2021-10-26 20:57:15 main:574] : INFO : Epoch 1637 | loss: 0.0309828 | val_loss: 0.0313312 | Time: 1180.24 ms [2021-10-26 20:57:16 main:574] : INFO : Epoch 1638 | loss: 0.0309786 | val_loss: 0.0313274 | Time: 1161.48 ms [2021-10-26 20:57:18 main:574] : INFO : Epoch 1639 | loss: 0.0309807 | val_loss: 0.0313315 | Time: 1182.17 ms [2021-10-26 20:57:19 main:574] : INFO : Epoch 1640 | loss: 0.0309825 | val_loss: 0.0313322 | Time: 1193.09 ms [2021-10-26 20:57:20 main:574] : INFO : Epoch 1641 | loss: 0.0309803 | val_loss: 0.0313294 | Time: 1186.22 ms [2021-10-26 20:57:21 main:574] : INFO : Epoch 1642 | loss: 0.0309777 | val_loss: 0.0313422 | Time: 1170.75 ms [2021-10-26 20:57:22 main:574] : INFO : Epoch 1643 | loss: 0.0309876 | val_loss: 0.031335 | Time: 1140.91 ms [2021-10-26 20:57:23 main:574] : INFO : Epoch 1644 | loss: 0.0309797 | val_loss: 0.0313418 | Time: 1177.36 ms [2021-10-26 20:57:25 main:574] : INFO : Epoch 1645 | loss: 0.0309776 | val_loss: 0.0313302 | Time: 1178.54 ms [2021-10-26 20:57:26 main:574] : INFO : Epoch 1646 | loss: 0.0309743 | val_loss: 0.0313321 | Time: 1178.93 ms [2021-10-26 20:57:27 main:574] : INFO : Epoch 1647 | loss: 0.0309816 | val_loss: 0.0313209 | Time: 1184.09 ms [2021-10-26 20:57:28 main:574] : INFO : Epoch 1648 | loss: 0.0309858 | val_loss: 0.0313114 | Time: 1183.43 ms [2021-10-26 20:57:29 main:574] : INFO : Epoch 1649 | loss: 0.0309856 | val_loss: 0.0313126 | Time: 1191.82 ms [2021-10-26 20:57:31 main:574] : INFO : Epoch 1650 | loss: 0.0309838 | val_loss: 0.0313383 | Time: 1173.02 ms [2021-10-26 20:57:32 main:574] : INFO : Epoch 1651 | loss: 0.0309916 | val_loss: 0.0313235 | Time: 1157.25 ms [2021-10-26 20:57:33 main:574] : INFO : Epoch 1652 | loss: 0.0310078 | val_loss: 0.0313575 | Time: 1152.75 ms [2021-10-26 20:57:34 main:574] : INFO : Epoch 1653 | loss: 0.0309885 | val_loss: 0.0313495 | Time: 1182.23 ms [2021-10-26 20:57:35 main:574] : INFO : Epoch 1654 | loss: 0.0309804 | val_loss: 0.0313504 | Time: 1174.69 ms [2021-10-26 20:57:36 main:574] : INFO : Epoch 1655 | loss: 0.0309766 | val_loss: 0.0313431 | Time: 1172.95 ms [2021-10-26 20:57:38 main:574] : INFO : Epoch 1656 | loss: 0.0309772 | val_loss: 0.0313283 | Time: 1182.7 ms [2021-10-26 20:57:39 main:574] : INFO : Epoch 1657 | loss: 0.0309935 | val_loss: 0.0312756 | Time: 1182.76 ms [2021-10-26 20:57:40 main:574] : INFO : Epoch 1658 | loss: 0.030993 | val_loss: 0.0313195 | Time: 1177.1 ms [2021-10-26 20:57:41 main:574] : INFO : Epoch 1659 | loss: 0.0309884 | val_loss: 0.0313286 | Time: 1184.36 ms [2021-10-26 20:57:42 main:574] : INFO : Epoch 1660 | loss: 0.0309867 | val_loss: 0.0313448 | Time: 1143.56 ms [2021-10-26 20:57:44 main:574] : INFO : Epoch 1661 | loss: 0.0309874 | val_loss: 0.0313255 | Time: 1161 ms [2021-10-26 20:57:45 main:574] : INFO : Epoch 1662 | loss: 0.0309807 | val_loss: 0.0313073 | Time: 1195.71 ms [2021-10-26 20:57:46 main:574] : INFO : Epoch 1663 | loss: 0.0309839 | val_loss: 0.0313582 | Time: 1182.89 ms [2021-10-26 20:57:47 main:574] : INFO : Epoch 1664 | loss: 0.0309829 | val_loss: 0.0313419 | Time: 1173.46 ms [2021-10-26 20:57:48 main:574] : INFO : Epoch 1665 | loss: 0.0309808 | val_loss: 0.0313183 | Time: 1184.11 ms [2021-10-26 20:57:50 main:574] : INFO : Epoch 1666 | loss: 0.0309809 | val_loss: 0.0313445 | Time: 1195.62 ms [2021-10-26 20:57:51 main:574] : INFO : Epoch 1667 | loss: 0.03099 | val_loss: 0.0313264 | Time: 1211.68 ms [2021-10-26 20:57:52 main:574] : INFO : Epoch 1668 | loss: 0.0309914 | val_loss: 0.0312967 | Time: 1154.49 ms [2021-10-26 20:57:53 main:574] : INFO : Epoch 1669 | loss: 0.0309878 | val_loss: 0.0313277 | Time: 1175.61 ms [2021-10-26 20:57:54 main:574] : INFO : Epoch 1670 | loss: 0.0309843 | val_loss: 0.0313522 | Time: 1173.39 ms [2021-10-26 20:57:55 main:574] : INFO : Epoch 1671 | loss: 0.0309857 | val_loss: 0.0313078 | Time: 1178.61 ms [2021-10-26 20:57:57 main:574] : INFO : Epoch 1672 | loss: 0.0309832 | val_loss: 0.031356 | Time: 1181.44 ms [2021-10-26 20:57:58 main:574] : INFO : Epoch 1673 | loss: 0.030978 | val_loss: 0.0313293 | Time: 1171.62 ms [2021-10-26 20:57:59 main:574] : INFO : Epoch 1674 | loss: 0.0309769 | val_loss: 0.0313277 | Time: 1186.69 ms [2021-10-26 20:58:00 main:574] : INFO : Epoch 1675 | loss: 0.0309781 | val_loss: 0.0313189 | Time: 1173.65 ms [2021-10-26 20:58:01 main:574] : INFO : Epoch 1676 | loss: 0.030989 | val_loss: 0.0313284 | Time: 1149.46 ms [2021-10-26 20:58:03 main:574] : INFO : Epoch 1677 | loss: 0.0309858 | val_loss: 0.031323 | Time: 1180.48 ms [2021-10-26 20:58:04 main:574] : INFO : Epoch 1678 | loss: 0.0309782 | val_loss: 0.0313327 | Time: 1181.42 ms [2021-10-26 20:58:05 main:574] : INFO : Epoch 1679 | loss: 0.0309827 | val_loss: 0.0313345 | Time: 1168.91 ms [2021-10-26 20:58:06 main:574] : INFO : Epoch 1680 | loss: 0.0309761 | val_loss: 0.0313363 | Time: 1224.65 ms [2021-10-26 20:58:07 main:574] : INFO : Epoch 1681 | loss: 0.0309827 | val_loss: 0.0313335 | Time: 1181.55 ms [2021-10-26 20:58:08 main:574] : INFO : Epoch 1682 | loss: 0.0309904 | val_loss: 0.031314 | Time: 1171.81 ms [2021-10-26 20:58:10 main:574] : INFO : Epoch 1683 | loss: 0.0309862 | val_loss: 0.0313295 | Time: 1169.49 ms [2021-10-26 20:58:11 main:574] : INFO : Epoch 1684 | loss: 0.0309801 | val_loss: 0.0313237 | Time: 1171.27 ms [2021-10-26 20:58:12 main:574] : INFO : Epoch 1685 | loss: 0.0309766 | val_loss: 0.0313412 | Time: 1143.42 ms [2021-10-26 20:58:13 main:574] : INFO : Epoch 1686 | loss: 0.030974 | val_loss: 0.0313748 | Time: 1167.5 ms [2021-10-26 20:58:14 main:574] : INFO : Epoch 1687 | loss: 0.0309705 | val_loss: 0.0313362 | Time: 1179.21 ms [2021-10-26 20:58:16 main:574] : INFO : Epoch 1688 | loss: 0.0309861 | val_loss: 0.0313317 | Time: 1179.18 ms [2021-10-26 20:58:17 main:574] : INFO : Epoch 1689 | loss: 0.0309899 | val_loss: 0.0313249 | Time: 1182.22 ms [2021-10-26 20:58:18 main:574] : INFO : Epoch 1690 | loss: 0.0309869 | val_loss: 0.0312953 | Time: 1177.19 ms [2021-10-26 20:58:19 main:574] : INFO : Epoch 1691 | loss: 0.0309844 | val_loss: 0.0313234 | Time: 1189.96 ms [2021-10-26 20:58:20 main:574] : INFO : Epoch 1692 | loss: 0.0309841 | val_loss: 0.0313299 | Time: 1167.98 ms [2021-10-26 20:58:21 main:574] : INFO : Epoch 1693 | loss: 0.0309839 | val_loss: 0.0313169 | Time: 1154.94 ms [2021-10-26 20:58:23 main:574] : INFO : Epoch 1694 | loss: 0.0309778 | val_loss: 0.0313526 | Time: 1163.02 ms [2021-10-26 20:58:24 main:574] : INFO : Epoch 1695 | loss: 0.0309847 | val_loss: 0.0313175 | Time: 1174.14 ms [2021-10-26 20:58:25 main:574] : INFO : Epoch 1696 | loss: 0.0309846 | val_loss: 0.0313465 | Time: 1181.54 ms [2021-10-26 20:58:26 main:574] : INFO : Epoch 1697 | loss: 0.0309829 | val_loss: 0.0313183 | Time: 1177.26 ms [2021-10-26 20:58:27 main:574] : INFO : Epoch 1698 | loss: 0.030985 | val_loss: 0.0313618 | Time: 1175.4 ms [2021-10-26 20:58:29 main:574] : INFO : Epoch 1699 | loss: 0.030983 | val_loss: 0.0313395 | Time: 1187.9 ms [2021-10-26 20:58:30 main:574] : INFO : Epoch 1700 | loss: 0.0309916 | val_loss: 0.0313357 | Time: 1185.87 ms [2021-10-26 20:58:31 main:574] : INFO : Epoch 1701 | loss: 0.0309864 | val_loss: 0.0313359 | Time: 1169.04 ms [2021-10-26 20:58:32 main:574] : INFO : Epoch 1702 | loss: 0.0309862 | val_loss: 0.0312911 | Time: 1155.56 ms [2021-10-26 20:58:33 main:574] : INFO : Epoch 1703 | loss: 0.0310127 | val_loss: 0.0313365 | Time: 1167.82 ms [2021-10-26 20:58:34 main:574] : INFO : Epoch 1704 | loss: 0.0310027 | val_loss: 0.0313782 | Time: 1166.66 ms [2021-10-26 20:58:36 main:574] : INFO : Epoch 1705 | loss: 0.0309899 | val_loss: 0.0313003 | Time: 1193.04 ms [2021-10-26 20:58:37 main:574] : INFO : Epoch 1706 | loss: 0.0309906 | val_loss: 0.0312795 | Time: 1174.98 ms [2021-10-26 20:58:38 main:574] : INFO : Epoch 1707 | loss: 0.0309875 | val_loss: 0.0313194 | Time: 1175.49 ms [2021-10-26 20:58:39 main:574] : INFO : Epoch 1708 | loss: 0.0309834 | val_loss: 0.0313273 | Time: 1170.29 ms [2021-10-26 20:58:51 main:574] : INFO : Epoch 1709 | loss: 0.0309883 | val_loss: 0.031315 | Time: 11467 ms [2021-10-26 20:58:52 main:574] : INFO : Epoch 1710 | loss: 0.0309775 | val_loss: 0.0313337 | Time: 1161.97 ms [2021-10-26 20:58:53 main:574] : INFO : Epoch 1711 | loss: 0.0309812 | val_loss: 0.0313274 | Time: 1161.63 ms [2021-10-26 20:58:54 main:574] : INFO : Epoch 1712 | loss: 0.0309793 | val_loss: 0.0313518 | Time: 1175.11 ms [2021-10-26 20:58:55 main:574] : INFO : Epoch 1713 | loss: 0.0309869 | val_loss: 0.0313084 | Time: 1177.81 ms [2021-10-26 20:58:57 main:574] : INFO : Epoch 1714 | loss: 0.0309823 | val_loss: 0.0313141 | Time: 1181.8 ms [2021-10-26 20:58:58 main:574] : INFO : Epoch 1715 | loss: 0.0309802 | val_loss: 0.0313373 | Time: 1182.68 ms [2021-10-26 20:58:59 main:574] : INFO : Epoch 1716 | loss: 0.0309751 | val_loss: 0.0313354 | Time: 1183.95 ms [2021-10-26 20:59:00 main:574] : INFO : Epoch 1717 | loss: 0.0309829 | val_loss: 0.0313056 | Time: 1172.91 ms [2021-10-26 20:59:01 main:574] : INFO : Epoch 1718 | loss: 0.0309768 | val_loss: 0.031318 | Time: 1179.75 ms [2021-10-26 20:59:02 main:574] : INFO : Epoch 1719 | loss: 0.030985 | val_loss: 0.0313564 | Time: 1147.86 ms [2021-10-26 20:59:04 main:574] : INFO : Epoch 1720 | loss: 0.0309816 | val_loss: 0.0313333 | Time: 1180.19 ms [2021-10-26 20:59:05 main:574] : INFO : Epoch 1721 | loss: 0.0309766 | val_loss: 0.031348 | Time: 1187.25 ms [2021-10-26 20:59:06 main:574] : INFO : Epoch 1722 | loss: 0.0309805 | val_loss: 0.0313286 | Time: 1181.93 ms [2021-10-26 20:59:07 main:574] : INFO : Epoch 1723 | loss: 0.0309842 | val_loss: 0.0313427 | Time: 1174.95 ms [2021-10-26 20:59:08 main:574] : INFO : Epoch 1724 | loss: 0.0309983 | val_loss: 0.0313482 | Time: 1169.46 ms [2021-10-26 20:59:10 main:574] : INFO : Epoch 1725 | loss: 0.0309972 | val_loss: 0.0313073 | Time: 1172.23 ms [2021-10-26 20:59:11 main:574] : INFO : Epoch 1726 | loss: 0.0310009 | val_loss: 0.0312765 | Time: 1191.23 ms [2021-10-26 20:59:12 main:574] : INFO : Epoch 1727 | loss: 0.0309865 | val_loss: 0.0313186 | Time: 1144.89 ms [2021-10-26 20:59:13 main:574] : INFO : Epoch 1728 | loss: 0.0309831 | val_loss: 0.0313228 | Time: 1223.31 ms [2021-10-26 20:59:14 main:574] : INFO : Epoch 1729 | loss: 0.0309861 | val_loss: 0.0313173 | Time: 1223.5 ms [2021-10-26 20:59:16 main:574] : INFO : Epoch 1730 | loss: 0.0309864 | val_loss: 0.0313278 | Time: 1226.88 ms [2021-10-26 20:59:17 main:574] : INFO : Epoch 1731 | loss: 0.030989 | val_loss: 0.0313044 | Time: 1169.79 ms [2021-10-26 20:59:18 main:574] : INFO : Epoch 1732 | loss: 0.0309848 | val_loss: 0.0313602 | Time: 1193.01 ms [2021-10-26 20:59:19 main:574] : INFO : Epoch 1733 | loss: 0.03098 | val_loss: 0.031329 | Time: 1168.84 ms [2021-10-26 20:59:31 main:574] : INFO : Epoch 1734 | loss: 0.0309764 | val_loss: 0.0313128 | Time: 11429.1 ms [2021-10-26 20:59:32 main:574] : INFO : Epoch 1735 | loss: 0.0309814 | val_loss: 0.0313162 | Time: 1299.8 ms [2021-10-26 20:59:33 main:574] : INFO : Epoch 1736 | loss: 0.0309788 | val_loss: 0.0313267 | Time: 1177.46 ms [2021-10-26 20:59:34 main:574] : INFO : Epoch 1737 | loss: 0.0309772 | val_loss: 0.0313457 | Time: 1198.82 ms [2021-10-26 20:59:35 main:574] : INFO : Epoch 1738 | loss: 0.0309829 | val_loss: 0.0313109 | Time: 1178.12 ms [2021-10-26 20:59:37 main:574] : INFO : Epoch 1739 | loss: 0.0309882 | val_loss: 0.0313853 | Time: 1182.02 ms [2021-10-26 20:59:38 main:574] : INFO : Epoch 1740 | loss: 0.0309838 | val_loss: 0.031292 | Time: 1187.13 ms [2021-10-26 20:59:39 main:574] : INFO : Epoch 1741 | loss: 0.0310065 | val_loss: 0.0312855 | Time: 1166.59 ms [2021-10-26 20:59:40 main:574] : INFO : Epoch 1742 | loss: 0.0309951 | val_loss: 0.0313078 | Time: 1187.9 ms [2021-10-26 20:59:41 main:574] : INFO : Epoch 1743 | loss: 0.0309777 | val_loss: 0.0313348 | Time: 1170.94 ms [2021-10-26 20:59:42 main:574] : INFO : Epoch 1744 | loss: 0.0309769 | val_loss: 0.0313033 | Time: 1150.27 ms [2021-10-26 20:59:44 main:574] : INFO : Epoch 1745 | loss: 0.0309815 | val_loss: 0.0312884 | Time: 1178.49 ms [2021-10-26 20:59:45 main:574] : INFO : Epoch 1746 | loss: 0.0309809 | val_loss: 0.0313292 | Time: 1177.49 ms [2021-10-26 20:59:46 main:574] : INFO : Epoch 1747 | loss: 0.0309791 | val_loss: 0.0313374 | Time: 1180.53 ms [2021-10-26 20:59:47 main:574] : INFO : Epoch 1748 | loss: 0.0309801 | val_loss: 0.0313447 | Time: 1180.81 ms [2021-10-26 20:59:48 main:574] : INFO : Epoch 1749 | loss: 0.0309818 | val_loss: 0.0312998 | Time: 1176.61 ms [2021-10-26 20:59:50 main:574] : INFO : Epoch 1750 | loss: 0.0309917 | val_loss: 0.0313434 | Time: 1182.88 ms [2021-10-26 20:59:51 main:574] : INFO : Epoch 1751 | loss: 0.0309841 | val_loss: 0.0313232 | Time: 1187.71 ms [2021-10-26 20:59:52 main:574] : INFO : Epoch 1752 | loss: 0.0309795 | val_loss: 0.0313324 | Time: 1157.06 ms [2021-10-26 20:59:53 main:574] : INFO : Epoch 1753 | loss: 0.0309793 | val_loss: 0.031343 | Time: 1170.39 ms [2021-10-26 20:59:54 main:574] : INFO : Epoch 1754 | loss: 0.0309758 | val_loss: 0.0313445 | Time: 1169.07 ms [2021-10-26 20:59:55 main:574] : INFO : Epoch 1755 | loss: 0.030994 | val_loss: 0.0313291 | Time: 1173.61 ms [2021-10-26 20:59:57 main:574] : INFO : Epoch 1756 | loss: 0.0309832 | val_loss: 0.0313179 | Time: 1172.04 ms [2021-10-26 20:59:58 main:574] : INFO : Epoch 1757 | loss: 0.0309865 | val_loss: 0.0313308 | Time: 1171.84 ms [2021-10-26 20:59:59 main:574] : INFO : Epoch 1758 | loss: 0.0309792 | val_loss: 0.0313564 | Time: 1192.18 ms [2021-10-26 21:00:00 main:574] : INFO : Epoch 1759 | loss: 0.0309816 | val_loss: 0.0313169 | Time: 1166.63 ms [2021-10-26 21:00:01 main:574] : INFO : Epoch 1760 | loss: 0.0309988 | val_loss: 0.0312891 | Time: 1176.21 ms [2021-10-26 21:00:03 main:574] : INFO : Epoch 1761 | loss: 0.0309942 | val_loss: 0.0313261 | Time: 1144.65 ms [2021-10-26 21:00:04 main:574] : INFO : Epoch 1762 | loss: 0.0309847 | val_loss: 0.0313292 | Time: 1177.02 ms [2021-10-26 21:00:05 main:574] : INFO : Epoch 1763 | loss: 0.0309851 | val_loss: 0.0313646 | Time: 1172.29 ms [2021-10-26 21:00:06 main:574] : INFO : Epoch 1764 | loss: 0.0309798 | val_loss: 0.031321 | Time: 1173.81 ms [2021-10-26 21:00:07 main:574] : INFO : Epoch 1765 | loss: 0.0309778 | val_loss: 0.0313733 | Time: 1179.23 ms [2021-10-26 21:00:08 main:574] : INFO : Epoch 1766 | loss: 0.0309839 | val_loss: 0.0312931 | Time: 1174.41 ms [2021-10-26 21:00:10 main:574] : INFO : Epoch 1767 | loss: 0.0309854 | val_loss: 0.031355 | Time: 1179.71 ms [2021-10-26 21:00:11 main:574] : INFO : Epoch 1768 | loss: 0.0310083 | val_loss: 0.0313304 | Time: 1188.48 ms [2021-10-26 21:00:12 main:574] : INFO : Epoch 1769 | loss: 0.0309955 | val_loss: 0.0313808 | Time: 1159.44 ms [2021-10-26 21:00:13 main:574] : INFO : Epoch 1770 | loss: 0.0309929 | val_loss: 0.0313049 | Time: 1154.01 ms [2021-10-26 21:00:14 main:574] : INFO : Epoch 1771 | loss: 0.0309893 | val_loss: 0.0313412 | Time: 1185.1 ms [2021-10-26 21:00:16 main:574] : INFO : Epoch 1772 | loss: 0.0309866 | val_loss: 0.0313623 | Time: 1182.16 ms [2021-10-26 21:00:17 main:574] : INFO : Epoch 1773 | loss: 0.030984 | val_loss: 0.0313247 | Time: 1171.69 ms [2021-10-26 21:00:18 main:574] : INFO : Epoch 1774 | loss: 0.0309884 | val_loss: 0.0313732 | Time: 1184 ms [2021-10-26 21:00:19 main:574] : INFO : Epoch 1775 | loss: 0.0309863 | val_loss: 0.0313094 | Time: 1175.84 ms [2021-10-26 21:00:20 main:574] : INFO : Epoch 1776 | loss: 0.0309851 | val_loss: 0.0313245 | Time: 1179.66 ms [2021-10-26 21:00:21 main:574] : INFO : Epoch 1777 | loss: 0.0309817 | val_loss: 0.0313255 | Time: 1174.51 ms [2021-10-26 21:00:23 main:574] : INFO : Epoch 1778 | loss: 0.0309816 | val_loss: 0.031325 | Time: 1156.73 ms [2021-10-26 21:00:24 main:574] : INFO : Epoch 1779 | loss: 0.0309791 | val_loss: 0.0313161 | Time: 1169.65 ms [2021-10-26 21:00:25 main:574] : INFO : Epoch 1780 | loss: 0.030979 | val_loss: 0.0313752 | Time: 1178.46 ms [2021-10-26 21:00:26 main:574] : INFO : Epoch 1781 | loss: 0.0309857 | val_loss: 0.0313087 | Time: 1181.44 ms [2021-10-26 21:00:27 main:574] : INFO : Epoch 1782 | loss: 0.0309808 | val_loss: 0.0313486 | Time: 1180.06 ms [2021-10-26 21:00:29 main:574] : INFO : Epoch 1783 | loss: 0.0309826 | val_loss: 0.0313265 | Time: 1176.22 ms [2021-10-26 21:00:30 main:574] : INFO : Epoch 1784 | loss: 0.0309852 | val_loss: 0.0313272 | Time: 1168.69 ms [2021-10-26 21:00:31 main:574] : INFO : Epoch 1785 | loss: 0.0309831 | val_loss: 0.0313313 | Time: 1177.55 ms [2021-10-26 21:00:32 main:574] : INFO : Epoch 1786 | loss: 0.0310139 | val_loss: 0.0312487 | Time: 1154.95 ms [2021-10-26 21:00:33 main:574] : INFO : Epoch 1787 | loss: 0.0310721 | val_loss: 0.031255 | Time: 1177.56 ms [2021-10-26 21:00:34 main:574] : INFO : Epoch 1788 | loss: 0.031038 | val_loss: 0.0313064 | Time: 1176.74 ms [2021-10-26 21:00:36 main:574] : INFO : Epoch 1789 | loss: 0.0310107 | val_loss: 0.0313056 | Time: 1172.74 ms [2021-10-26 21:00:37 main:574] : INFO : Epoch 1790 | loss: 0.0309894 | val_loss: 0.0313498 | Time: 1170.49 ms [2021-10-26 21:00:38 main:574] : INFO : Epoch 1791 | loss: 0.0309882 | val_loss: 0.0313111 | Time: 1187.96 ms [2021-10-26 21:00:39 main:574] : INFO : Epoch 1792 | loss: 0.0309846 | val_loss: 0.0313182 | Time: 1177.65 ms [2021-10-26 21:00:40 main:574] : INFO : Epoch 1793 | loss: 0.0309853 | val_loss: 0.0313141 | Time: 1175.07 ms [2021-10-26 21:00:42 main:574] : INFO : Epoch 1794 | loss: 0.0309889 | val_loss: 0.0313416 | Time: 1154.68 ms [2021-10-26 21:00:43 main:574] : INFO : Epoch 1795 | loss: 0.0309902 | val_loss: 0.0313283 | Time: 1160.02 ms [2021-10-26 21:00:44 main:574] : INFO : Epoch 1796 | loss: 0.0309819 | val_loss: 0.0313594 | Time: 1178.72 ms [2021-10-26 21:00:45 main:574] : INFO : Epoch 1797 | loss: 0.0309817 | val_loss: 0.0313273 | Time: 1174.92 ms [2021-10-26 21:00:46 main:574] : INFO : Epoch 1798 | loss: 0.0309773 | val_loss: 0.0313366 | Time: 1178.66 ms [2021-10-26 21:00:47 main:574] : INFO : Epoch 1799 | loss: 0.0309845 | val_loss: 0.0313043 | Time: 1180.52 ms [2021-10-26 21:00:49 main:574] : INFO : Epoch 1800 | loss: 0.0309836 | val_loss: 0.0313491 | Time: 1178.21 ms [2021-10-26 21:00:50 main:574] : INFO : Epoch 1801 | loss: 0.0309894 | val_loss: 0.0313492 | Time: 1175.05 ms [2021-10-26 21:00:51 main:574] : INFO : Epoch 1802 | loss: 0.0309925 | val_loss: 0.0313386 | Time: 1178.82 ms [2021-10-26 21:00:52 main:574] : INFO : Epoch 1803 | loss: 0.0309821 | val_loss: 0.0313123 | Time: 1141.14 ms [2021-10-26 21:00:53 main:574] : INFO : Epoch 1804 | loss: 0.0309814 | val_loss: 0.0313313 | Time: 1181.97 ms [2021-10-26 21:00:55 main:574] : INFO : Epoch 1805 | loss: 0.0309839 | val_loss: 0.0313226 | Time: 1181.93 ms [2021-10-26 21:00:56 main:574] : INFO : Epoch 1806 | loss: 0.0309861 | val_loss: 0.031329 | Time: 1183.77 ms [2021-10-26 21:00:57 main:574] : INFO : Epoch 1807 | loss: 0.0309923 | val_loss: 0.0313262 | Time: 1184.28 ms [2021-10-26 21:00:58 main:574] : INFO : Epoch 1808 | loss: 0.0309839 | val_loss: 0.0313374 | Time: 1190.24 ms [2021-10-26 21:00:59 main:574] : INFO : Epoch 1809 | loss: 0.0309974 | val_loss: 0.0313025 | Time: 1171.33 ms [2021-10-26 21:01:00 main:574] : INFO : Epoch 1810 | loss: 0.0309877 | val_loss: 0.0313246 | Time: 1175.63 ms [2021-10-26 21:01:02 main:574] : INFO : Epoch 1811 | loss: 0.030984 | val_loss: 0.0313232 | Time: 1163.23 ms [2021-10-26 21:01:03 main:574] : INFO : Epoch 1812 | loss: 0.0309892 | val_loss: 0.0313298 | Time: 1146.94 ms [2021-10-26 21:01:04 main:574] : INFO : Epoch 1813 | loss: 0.0309786 | val_loss: 0.031323 | Time: 1174.94 ms [2021-10-26 21:01:05 main:574] : INFO : Epoch 1814 | loss: 0.0309897 | val_loss: 0.0313336 | Time: 1183.98 ms [2021-10-26 21:01:06 main:574] : INFO : Epoch 1815 | loss: 0.0309848 | val_loss: 0.0313233 | Time: 1184.79 ms [2021-10-26 21:01:08 main:574] : INFO : Epoch 1816 | loss: 0.0309767 | val_loss: 0.0313207 | Time: 1169.75 ms [2021-10-26 21:01:09 main:574] : INFO : Epoch 1817 | loss: 0.0309834 | val_loss: 0.0313564 | Time: 1175.49 ms [2021-10-26 21:01:10 main:574] : INFO : Epoch 1818 | loss: 0.0309914 | val_loss: 0.0313048 | Time: 1169.63 ms [2021-10-26 21:01:11 main:574] : INFO : Epoch 1819 | loss: 0.0309878 | val_loss: 0.0313256 | Time: 1167.36 ms [2021-10-26 21:01:12 main:574] : INFO : Epoch 1820 | loss: 0.0309788 | val_loss: 0.0313533 | Time: 1143.56 ms [2021-10-26 21:01:13 main:574] : INFO : Epoch 1821 | loss: 0.030979 | val_loss: 0.0313017 | Time: 1172.04 ms [2021-10-26 21:01:15 main:574] : INFO : Epoch 1822 | loss: 0.0309783 | val_loss: 0.0313356 | Time: 1168.59 ms [2021-10-26 21:01:16 main:574] : INFO : Epoch 1823 | loss: 0.0309807 | val_loss: 0.0313114 | Time: 1182.46 ms [2021-10-26 21:01:17 main:574] : INFO : Epoch 1824 | loss: 0.0309786 | val_loss: 0.0313275 | Time: 1184.01 ms [2021-10-26 21:01:18 main:574] : INFO : Epoch 1825 | loss: 0.0309765 | val_loss: 0.0313595 | Time: 1191.31 ms [2021-10-26 21:01:19 main:574] : INFO : Epoch 1826 | loss: 0.0309846 | val_loss: 0.0313205 | Time: 1181.18 ms [2021-10-26 21:01:21 main:574] : INFO : Epoch 1827 | loss: 0.0309818 | val_loss: 0.031314 | Time: 1183.38 ms [2021-10-26 21:01:32 main:574] : INFO : Epoch 1828 | loss: 0.0309782 | val_loss: 0.0313497 | Time: 11262.7 ms [2021-10-26 21:01:33 main:574] : INFO : Epoch 1829 | loss: 0.0309844 | val_loss: 0.0313003 | Time: 1173.43 ms [2021-10-26 21:01:34 main:574] : INFO : Epoch 1830 | loss: 0.0310042 | val_loss: 0.0312511 | Time: 1190.01 ms [2021-10-26 21:01:35 main:574] : INFO : Epoch 1831 | loss: 0.0311517 | val_loss: 0.0312117 | Time: 1178.09 ms [2021-10-26 21:01:37 main:574] : INFO : Epoch 1832 | loss: 0.031141 | val_loss: 0.0312143 | Time: 1181.73 ms [2021-10-26 21:01:38 main:574] : INFO : Epoch 1833 | loss: 0.0311169 | val_loss: 0.0312133 | Time: 1173.46 ms [2021-10-26 21:01:39 main:574] : INFO : Epoch 1834 | loss: 0.0310943 | val_loss: 0.0312288 | Time: 1196.31 ms [2021-10-26 21:01:40 main:574] : INFO : Epoch 1835 | loss: 0.031071 | val_loss: 0.031255 | Time: 1257.56 ms [2021-10-26 21:01:41 main:574] : INFO : Epoch 1836 | loss: 0.0310456 | val_loss: 0.031284 | Time: 1254.38 ms [2021-10-26 21:01:43 main:574] : INFO : Epoch 1837 | loss: 0.0310194 | val_loss: 0.031293 | Time: 1187.95 ms [2021-10-26 21:01:44 main:574] : INFO : Epoch 1838 | loss: 0.0310036 | val_loss: 0.0312877 | Time: 1216.97 ms [2021-10-26 21:01:45 main:574] : INFO : Epoch 1839 | loss: 0.0309956 | val_loss: 0.0313249 | Time: 1231.13 ms [2021-10-26 21:01:46 main:574] : INFO : Epoch 1840 | loss: 0.030987 | val_loss: 0.0313182 | Time: 1219.72 ms [2021-10-26 21:01:48 main:574] : INFO : Epoch 1841 | loss: 0.0309802 | val_loss: 0.0313431 | Time: 1161.56 ms [2021-10-26 21:01:49 main:574] : INFO : Epoch 1842 | loss: 0.0309822 | val_loss: 0.0313215 | Time: 1176.45 ms [2021-10-26 21:01:50 main:574] : INFO : Epoch 1843 | loss: 0.0309825 | val_loss: 0.0312955 | Time: 1177.08 ms [2021-10-26 21:01:51 main:574] : INFO : Epoch 1844 | loss: 0.0309867 | val_loss: 0.0312876 | Time: 1177.98 ms [2021-10-26 21:01:52 main:574] : INFO : Epoch 1845 | loss: 0.0309862 | val_loss: 0.0313075 | Time: 1158.4 ms [2021-10-26 21:01:53 main:574] : INFO : Epoch 1846 | loss: 0.0309851 | val_loss: 0.031329 | Time: 1169.67 ms [2021-10-26 21:01:55 main:574] : INFO : Epoch 1847 | loss: 0.0309876 | val_loss: 0.0313156 | Time: 1189.44 ms [2021-10-26 21:01:56 main:574] : INFO : Epoch 1848 | loss: 0.0309757 | val_loss: 0.0313415 | Time: 1178.36 ms [2021-10-26 21:01:57 main:574] : INFO : Epoch 1849 | loss: 0.0309757 | val_loss: 0.0313588 | Time: 1187.53 ms [2021-10-26 21:01:58 main:574] : INFO : Epoch 1850 | loss: 0.0309809 | val_loss: 0.0313287 | Time: 1173.01 ms [2021-10-26 21:01:59 main:574] : INFO : Epoch 1851 | loss: 0.0309972 | val_loss: 0.0313514 | Time: 1180.96 ms [2021-10-26 21:02:01 main:574] : INFO : Epoch 1852 | loss: 0.030985 | val_loss: 0.0313349 | Time: 1178.31 ms [2021-10-26 21:02:02 main:574] : INFO : Epoch 1853 | loss: 0.0309779 | val_loss: 0.0313477 | Time: 1162.82 ms [2021-10-26 21:02:03 main:574] : INFO : Epoch 1854 | loss: 0.0309787 | val_loss: 0.0313725 | Time: 1164.16 ms [2021-10-26 21:02:04 main:574] : INFO : Epoch 1855 | loss: 0.0309874 | val_loss: 0.031345 | Time: 1178.14 ms [2021-10-26 21:02:05 main:574] : INFO : Epoch 1856 | loss: 0.0309978 | val_loss: 0.0312754 | Time: 1185.64 ms [2021-10-26 21:02:06 main:574] : INFO : Epoch 1857 | loss: 0.030997 | val_loss: 0.0312972 | Time: 1185.19 ms [2021-10-26 21:02:08 main:574] : INFO : Epoch 1858 | loss: 0.030983 | val_loss: 0.0313208 | Time: 1178.68 ms [2021-10-26 21:02:09 main:574] : INFO : Epoch 1859 | loss: 0.0309751 | val_loss: 0.0313306 | Time: 1173.16 ms [2021-10-26 21:02:10 main:574] : INFO : Epoch 1860 | loss: 0.0309756 | val_loss: 0.0313199 | Time: 1181.05 ms [2021-10-26 21:02:11 main:574] : INFO : Epoch 1861 | loss: 0.0309855 | val_loss: 0.0313412 | Time: 1171.02 ms [2021-10-26 21:02:12 main:574] : INFO : Epoch 1862 | loss: 0.0309871 | val_loss: 0.0313109 | Time: 1138.83 ms [2021-10-26 21:02:14 main:574] : INFO : Epoch 1863 | loss: 0.030982 | val_loss: 0.0313483 | Time: 1180.36 ms [2021-10-26 21:02:15 main:574] : INFO : Epoch 1864 | loss: 0.0309801 | val_loss: 0.0312868 | Time: 1165.55 ms [2021-10-26 21:02:16 main:574] : INFO : Epoch 1865 | loss: 0.0309774 | val_loss: 0.031353 | Time: 1189.89 ms [2021-10-26 21:02:17 main:574] : INFO : Epoch 1866 | loss: 0.030974 | val_loss: 0.0313281 | Time: 1176.62 ms [2021-10-26 21:02:18 main:574] : INFO : Epoch 1867 | loss: 0.0309797 | val_loss: 0.031358 | Time: 1181.48 ms [2021-10-26 21:02:19 main:574] : INFO : Epoch 1868 | loss: 0.030979 | val_loss: 0.0313318 | Time: 1162.8 ms [2021-10-26 21:02:21 main:574] : INFO : Epoch 1869 | loss: 0.0309841 | val_loss: 0.0313217 | Time: 1182.49 ms [2021-10-26 21:02:22 main:574] : INFO : Epoch 1870 | loss: 0.0309758 | val_loss: 0.0313487 | Time: 1163.57 ms [2021-10-26 21:02:33 main:574] : INFO : Epoch 1871 | loss: 0.0309739 | val_loss: 0.0313303 | Time: 11437.9 ms [2021-10-26 21:02:34 main:574] : INFO : Epoch 1872 | loss: 0.0309771 | val_loss: 0.0313325 | Time: 1181.44 ms [2021-10-26 21:02:36 main:574] : INFO : Epoch 1873 | loss: 0.0309807 | val_loss: 0.0313466 | Time: 1176.08 ms [2021-10-26 21:02:37 main:574] : INFO : Epoch 1874 | loss: 0.03099 | val_loss: 0.0312947 | Time: 1169.98 ms [2021-10-26 21:02:38 main:574] : INFO : Epoch 1875 | loss: 0.0309875 | val_loss: 0.0313131 | Time: 1175.56 ms [2021-10-26 21:02:39 main:574] : INFO : Epoch 1876 | loss: 0.0309856 | val_loss: 0.0313154 | Time: 1184.43 ms [2021-10-26 21:02:40 main:574] : INFO : Epoch 1877 | loss: 0.0309821 | val_loss: 0.0313191 | Time: 1173.74 ms [2021-10-26 21:02:42 main:574] : INFO : Epoch 1878 | loss: 0.0309746 | val_loss: 0.0313622 | Time: 1179.43 ms [2021-10-26 21:02:43 main:574] : INFO : Epoch 1879 | loss: 0.0309809 | val_loss: 0.0312996 | Time: 1147.08 ms [2021-10-26 21:02:44 main:574] : INFO : Epoch 1880 | loss: 0.0309915 | val_loss: 0.0313235 | Time: 1173.95 ms [2021-10-26 21:02:45 main:574] : INFO : Epoch 1881 | loss: 0.0309804 | val_loss: 0.031327 | Time: 1181.65 ms [2021-10-26 21:02:46 main:574] : INFO : Epoch 1882 | loss: 0.0309783 | val_loss: 0.0313238 | Time: 1181.87 ms [2021-10-26 21:02:47 main:574] : INFO : Epoch 1883 | loss: 0.0309746 | val_loss: 0.0313044 | Time: 1169.07 ms [2021-10-26 21:02:49 main:574] : INFO : Epoch 1884 | loss: 0.0309776 | val_loss: 0.0313403 | Time: 1183.88 ms [2021-10-26 21:02:50 main:574] : INFO : Epoch 1885 | loss: 0.030977 | val_loss: 0.0313399 | Time: 1181.33 ms [2021-10-26 21:02:51 main:574] : INFO : Epoch 1886 | loss: 0.0310089 | val_loss: 0.0312449 | Time: 1180.4 ms [2021-10-26 21:02:52 main:574] : INFO : Epoch 1887 | loss: 0.0310769 | val_loss: 0.0312677 | Time: 1164.03 ms [2021-10-26 21:02:53 main:574] : INFO : Epoch 1888 | loss: 0.0310404 | val_loss: 0.0312854 | Time: 1156.62 ms [2021-10-26 21:02:55 main:574] : INFO : Epoch 1889 | loss: 0.031007 | val_loss: 0.0312932 | Time: 1176.29 ms [2021-10-26 21:02:56 main:574] : INFO : Epoch 1890 | loss: 0.0309863 | val_loss: 0.0313289 | Time: 1174.77 ms [2021-10-26 21:02:57 main:574] : INFO : Epoch 1891 | loss: 0.03098 | val_loss: 0.0312951 | Time: 1187.46 ms [2021-10-26 21:02:58 main:574] : INFO : Epoch 1892 | loss: 0.0310119 | val_loss: 0.0313112 | Time: 1170.93 ms [2021-10-26 21:02:59 main:574] : INFO : Epoch 1893 | loss: 0.0309939 | val_loss: 0.0313003 | Time: 1176.67 ms [2021-10-26 21:03:00 main:574] : INFO : Epoch 1894 | loss: 0.0309796 | val_loss: 0.0313509 | Time: 1174.04 ms [2021-10-26 21:03:02 main:574] : INFO : Epoch 1895 | loss: 0.030979 | val_loss: 0.0313415 | Time: 1181.92 ms [2021-10-26 21:03:03 main:574] : INFO : Epoch 1896 | loss: 0.0309887 | val_loss: 0.0312763 | Time: 1167.24 ms [2021-10-26 21:03:04 main:574] : INFO : Epoch 1897 | loss: 0.0310001 | val_loss: 0.031299 | Time: 1173.83 ms [2021-10-26 21:03:05 main:574] : INFO : Epoch 1898 | loss: 0.0309925 | val_loss: 0.031334 | Time: 1180.4 ms [2021-10-26 21:03:06 main:574] : INFO : Epoch 1899 | loss: 0.0309835 | val_loss: 0.0313095 | Time: 1205.83 ms [2021-10-26 21:03:08 main:574] : INFO : Epoch 1900 | loss: 0.0309851 | val_loss: 0.031286 | Time: 1176.15 ms [2021-10-26 21:03:09 main:574] : INFO : Epoch 1901 | loss: 0.0309844 | val_loss: 0.0313218 | Time: 1188.36 ms [2021-10-26 21:03:10 main:574] : INFO : Epoch 1902 | loss: 0.0309811 | val_loss: 0.0313333 | Time: 1192.62 ms [2021-10-26 21:03:11 main:574] : INFO : Epoch 1903 | loss: 0.0309781 | val_loss: 0.0313332 | Time: 1173.28 ms [2021-10-26 21:03:12 main:574] : INFO : Epoch 1904 | loss: 0.0309881 | val_loss: 0.0313053 | Time: 1158.68 ms [2021-10-26 21:03:14 main:574] : INFO : Epoch 1905 | loss: 0.0309896 | val_loss: 0.0313061 | Time: 1166.27 ms [2021-10-26 21:03:15 main:574] : INFO : Epoch 1906 | loss: 0.0309815 | val_loss: 0.0313433 | Time: 1175.02 ms [2021-10-26 21:03:16 main:574] : INFO : Epoch 1907 | loss: 0.030977 | val_loss: 0.0313186 | Time: 1173.3 ms [2021-10-26 21:03:17 main:574] : INFO : Epoch 1908 | loss: 0.0309793 | val_loss: 0.0313222 | Time: 1174.44 ms [2021-10-26 21:03:18 main:574] : INFO : Epoch 1909 | loss: 0.0309826 | val_loss: 0.031323 | Time: 1173.79 ms [2021-10-26 21:03:19 main:574] : INFO : Epoch 1910 | loss: 0.0309848 | val_loss: 0.0313386 | Time: 1176.24 ms [2021-10-26 21:03:21 main:574] : INFO : Epoch 1911 | loss: 0.0309808 | val_loss: 0.0313586 | Time: 1187.22 ms [2021-10-26 21:03:22 main:574] : INFO : Epoch 1912 | loss: 0.0309804 | val_loss: 0.0313254 | Time: 1153.48 ms [2021-10-26 21:03:33 main:574] : INFO : Epoch 1913 | loss: 0.0309861 | val_loss: 0.0313151 | Time: 11375.2 ms [2021-10-26 21:03:34 main:574] : INFO : Epoch 1914 | loss: 0.0309895 | val_loss: 0.0313685 | Time: 1204.98 ms [2021-10-26 21:03:36 main:574] : INFO : Epoch 1915 | loss: 0.0309954 | val_loss: 0.0313156 | Time: 1186.07 ms [2021-10-26 21:03:37 main:574] : INFO : Epoch 1916 | loss: 0.0309911 | val_loss: 0.0312929 | Time: 1182.3 ms [2021-10-26 21:03:38 main:574] : INFO : Epoch 1917 | loss: 0.0309822 | val_loss: 0.0313199 | Time: 1181.35 ms [2021-10-26 21:03:39 main:574] : INFO : Epoch 1918 | loss: 0.030984 | val_loss: 0.0313248 | Time: 1172.87 ms [2021-10-26 21:03:40 main:574] : INFO : Epoch 1919 | loss: 0.0309824 | val_loss: 0.0313198 | Time: 1177.49 ms [2021-10-26 21:03:41 main:574] : INFO : Epoch 1920 | loss: 0.0309825 | val_loss: 0.0313435 | Time: 1175.94 ms [2021-10-26 21:03:43 main:574] : INFO : Epoch 1921 | loss: 0.0309801 | val_loss: 0.0313217 | Time: 1143.65 ms [2021-10-26 21:03:44 main:574] : INFO : Epoch 1922 | loss: 0.0309845 | val_loss: 0.0313619 | Time: 1166.87 ms [2021-10-26 21:03:45 main:574] : INFO : Epoch 1923 | loss: 0.0309862 | val_loss: 0.0313206 | Time: 1190.17 ms [2021-10-26 21:03:46 main:574] : INFO : Epoch 1924 | loss: 0.030987 | val_loss: 0.031355 | Time: 1169.36 ms [2021-10-26 21:03:47 main:574] : INFO : Epoch 1925 | loss: 0.0309815 | val_loss: 0.0313237 | Time: 1172.49 ms [2021-10-26 21:03:49 main:574] : INFO : Epoch 1926 | loss: 0.0309796 | val_loss: 0.0313117 | Time: 1189.7 ms [2021-10-26 21:03:50 main:574] : INFO : Epoch 1927 | loss: 0.0309816 | val_loss: 0.0313091 | Time: 1180.09 ms [2021-10-26 21:03:51 main:574] : INFO : Epoch 1928 | loss: 0.0309851 | val_loss: 0.0313634 | Time: 1174.63 ms [2021-10-26 21:03:52 main:574] : INFO : Epoch 1929 | loss: 0.0309821 | val_loss: 0.0312948 | Time: 1166.21 ms [2021-10-26 21:03:53 main:574] : INFO : Epoch 1930 | loss: 0.0309985 | val_loss: 0.0312847 | Time: 1161.15 ms [2021-10-26 21:03:54 main:574] : INFO : Epoch 1931 | loss: 0.030987 | val_loss: 0.0313209 | Time: 1179.79 ms [2021-10-26 21:03:56 main:574] : INFO : Epoch 1932 | loss: 0.0309862 | val_loss: 0.0313413 | Time: 1169.65 ms [2021-10-26 21:03:57 main:574] : INFO : Epoch 1933 | loss: 0.0309924 | val_loss: 0.0313527 | Time: 1184.32 ms [2021-10-26 21:03:58 main:574] : INFO : Epoch 1934 | loss: 0.0309828 | val_loss: 0.0313221 | Time: 1176.71 ms [2021-10-26 21:03:59 main:574] : INFO : Epoch 1935 | loss: 0.0309931 | val_loss: 0.0312929 | Time: 1165.67 ms [2021-10-26 21:04:00 main:574] : INFO : Epoch 1936 | loss: 0.0309835 | val_loss: 0.0313073 | Time: 1179.19 ms [2021-10-26 21:04:02 main:574] : INFO : Epoch 1937 | loss: 0.0309745 | val_loss: 0.0313429 | Time: 1186.23 ms [2021-10-26 21:04:03 main:574] : INFO : Epoch 1938 | loss: 0.0309785 | val_loss: 0.0313193 | Time: 1160.38 ms [2021-10-26 21:04:04 main:574] : INFO : Epoch 1939 | loss: 0.0309782 | val_loss: 0.031309 | Time: 1172.89 ms [2021-10-26 21:04:05 main:574] : INFO : Epoch 1940 | loss: 0.0309788 | val_loss: 0.0313171 | Time: 1182.66 ms [2021-10-26 21:04:06 main:574] : INFO : Epoch 1941 | loss: 0.0309838 | val_loss: 0.0313204 | Time: 1170.16 ms [2021-10-26 21:04:07 main:574] : INFO : Epoch 1942 | loss: 0.0309933 | val_loss: 0.0312887 | Time: 1182.87 ms [2021-10-26 21:04:09 main:574] : INFO : Epoch 1943 | loss: 0.0309896 | val_loss: 0.0313219 | Time: 1184.07 ms [2021-10-26 21:04:10 main:574] : INFO : Epoch 1944 | loss: 0.0309859 | val_loss: 0.0313402 | Time: 1169.92 ms [2021-10-26 21:04:11 main:574] : INFO : Epoch 1945 | loss: 0.0309903 | val_loss: 0.031375 | Time: 1178.61 ms [2021-10-26 21:04:12 main:574] : INFO : Epoch 1946 | loss: 0.0309819 | val_loss: 0.0313186 | Time: 1170.97 ms [2021-10-26 21:04:14 main:574] : INFO : Epoch 1947 | loss: 0.0309776 | val_loss: 0.0313083 | Time: 1431.37 ms [2021-10-26 21:04:15 main:574] : INFO : Epoch 1948 | loss: 0.0309918 | val_loss: 0.031379 | Time: 1189.7 ms [2021-10-26 21:04:16 main:574] : INFO : Epoch 1949 | loss: 0.0309868 | val_loss: 0.0313062 | Time: 1198.46 ms [2021-10-26 21:04:17 main:574] : INFO : Epoch 1950 | loss: 0.0309822 | val_loss: 0.031317 | Time: 1171.5 ms [2021-10-26 21:04:18 main:574] : INFO : Epoch 1951 | loss: 0.0309813 | val_loss: 0.0313196 | Time: 1180.91 ms [2021-10-26 21:04:20 main:574] : INFO : Epoch 1952 | loss: 0.0309754 | val_loss: 0.0313324 | Time: 1177.16 ms [2021-10-26 21:04:21 main:574] : INFO : Epoch 1953 | loss: 0.0309818 | val_loss: 0.0313107 | Time: 1189.21 ms [2021-10-26 21:04:22 main:574] : INFO : Epoch 1954 | loss: 0.0309795 | val_loss: 0.0313135 | Time: 1176.92 ms [2021-10-26 21:04:23 main:574] : INFO : Epoch 1955 | loss: 0.0309818 | val_loss: 0.0313152 | Time: 1167.13 ms [2021-10-26 21:04:24 main:574] : INFO : Epoch 1956 | loss: 0.0309824 | val_loss: 0.03134 | Time: 1172.71 ms [2021-10-26 21:04:26 main:574] : INFO : Epoch 1957 | loss: 0.0309878 | val_loss: 0.0313438 | Time: 1181.7 ms [2021-10-26 21:04:27 main:574] : INFO : Epoch 1958 | loss: 0.0309856 | val_loss: 0.0313156 | Time: 1191.74 ms [2021-10-26 21:04:28 main:574] : INFO : Epoch 1959 | loss: 0.0309889 | val_loss: 0.0313213 | Time: 1174.36 ms [2021-10-26 21:04:29 main:574] : INFO : Epoch 1960 | loss: 0.0309821 | val_loss: 0.0313505 | Time: 1168.41 ms [2021-10-26 21:04:30 main:574] : INFO : Epoch 1961 | loss: 0.0309856 | val_loss: 0.0313231 | Time: 1179.39 ms [2021-10-26 21:04:31 main:574] : INFO : Epoch 1962 | loss: 0.0309764 | val_loss: 0.0313083 | Time: 1174.23 ms [2021-10-26 21:04:33 main:574] : INFO : Epoch 1963 | loss: 0.0309774 | val_loss: 0.031333 | Time: 1140.92 ms [2021-10-26 21:04:34 main:574] : INFO : Epoch 1964 | loss: 0.0309839 | val_loss: 0.0313295 | Time: 1182.64 ms [2021-10-26 21:04:35 main:574] : INFO : Epoch 1965 | loss: 0.0309814 | val_loss: 0.0313307 | Time: 1185.84 ms [2021-10-26 21:04:36 main:574] : INFO : Epoch 1966 | loss: 0.0309796 | val_loss: 0.0313096 | Time: 1177.54 ms [2021-10-26 21:04:37 main:574] : INFO : Epoch 1967 | loss: 0.0309884 | val_loss: 0.0313636 | Time: 1182.38 ms [2021-10-26 21:04:39 main:574] : INFO : Epoch 1968 | loss: 0.0309815 | val_loss: 0.031307 | Time: 1175.16 ms [2021-10-26 21:04:40 main:574] : INFO : Epoch 1969 | loss: 0.0309796 | val_loss: 0.0313224 | Time: 1173.28 ms [2021-10-26 21:04:41 main:574] : INFO : Epoch 1970 | loss: 0.0309792 | val_loss: 0.0313396 | Time: 1178.19 ms [2021-10-26 21:04:42 main:574] : INFO : Epoch 1971 | loss: 0.0309841 | val_loss: 0.0312974 | Time: 1148.85 ms [2021-10-26 21:04:43 main:574] : INFO : Epoch 1972 | loss: 0.0309857 | val_loss: 0.0313069 | Time: 1169.52 ms [2021-10-26 21:04:44 main:574] : INFO : Epoch 1973 | loss: 0.0309758 | val_loss: 0.0313633 | Time: 1182.82 ms [2021-10-26 21:04:46 main:574] : INFO : Epoch 1974 | loss: 0.0309789 | val_loss: 0.0313281 | Time: 1170.37 ms [2021-10-26 21:04:47 main:574] : INFO : Epoch 1975 | loss: 0.0309864 | val_loss: 0.0313158 | Time: 1191.38 ms [2021-10-26 21:04:48 main:574] : INFO : Epoch 1976 | loss: 0.0309852 | val_loss: 0.031292 | Time: 1177.36 ms [2021-10-26 21:04:49 main:574] : INFO : Epoch 1977 | loss: 0.0309879 | val_loss: 0.0313113 | Time: 1171.5 ms [2021-10-26 21:04:50 main:574] : INFO : Epoch 1978 | loss: 0.0309907 | val_loss: 0.0313424 | Time: 1181.03 ms [2021-10-26 21:04:52 main:574] : INFO : Epoch 1979 | loss: 0.0309804 | val_loss: 0.0313055 | Time: 1179.06 ms [2021-10-26 21:04:53 main:574] : INFO : Epoch 1980 | loss: 0.0309922 | val_loss: 0.0312842 | Time: 1146.88 ms [2021-10-26 21:04:54 main:574] : INFO : Epoch 1981 | loss: 0.0309848 | val_loss: 0.0313237 | Time: 1177.3 ms [2021-10-26 21:04:55 main:574] : INFO : Epoch 1982 | loss: 0.0309864 | val_loss: 0.0313435 | Time: 1163.21 ms [2021-10-26 21:04:56 main:574] : INFO : Epoch 1983 | loss: 0.0309904 | val_loss: 0.0313061 | Time: 1178.01 ms [2021-10-26 21:04:57 main:574] : INFO : Epoch 1984 | loss: 0.0309879 | val_loss: 0.0312783 | Time: 1169.08 ms [2021-10-26 21:04:59 main:574] : INFO : Epoch 1985 | loss: 0.0309845 | val_loss: 0.0313316 | Time: 1178.54 ms [2021-10-26 21:05:00 main:574] : INFO : Epoch 1986 | loss: 0.0309844 | val_loss: 0.0313541 | Time: 1185.24 ms [2021-10-26 21:05:01 main:574] : INFO : Epoch 1987 | loss: 0.0309951 | val_loss: 0.0313421 | Time: 1181.1 ms [2021-10-26 21:05:02 main:574] : INFO : Epoch 1988 | loss: 0.0309853 | val_loss: 0.0313362 | Time: 1170.43 ms [2021-10-26 21:05:03 main:574] : INFO : Epoch 1989 | loss: 0.0309881 | val_loss: 0.0313501 | Time: 1160.1 ms [2021-10-26 21:05:05 main:574] : INFO : Epoch 1990 | loss: 0.030985 | val_loss: 0.0312828 | Time: 1171.66 ms [2021-10-26 21:05:06 main:574] : INFO : Epoch 1991 | loss: 0.0309856 | val_loss: 0.0313359 | Time: 1174.6 ms [2021-10-26 21:05:07 main:574] : INFO : Epoch 1992 | loss: 0.0309877 | val_loss: 0.0313651 | Time: 1167.1 ms [2021-10-26 21:05:08 main:574] : INFO : Epoch 1993 | loss: 0.0309864 | val_loss: 0.0312764 | Time: 1174.74 ms [2021-10-26 21:05:09 main:574] : INFO : Epoch 1994 | loss: 0.0309988 | val_loss: 0.0312908 | Time: 1167.1 ms [2021-10-26 21:05:10 main:574] : INFO : Epoch 1995 | loss: 0.0309925 | val_loss: 0.0313314 | Time: 1176.2 ms [2021-10-26 21:05:12 main:574] : INFO : Epoch 1996 | loss: 0.0309853 | val_loss: 0.0313012 | Time: 1164.28 ms [2021-10-26 21:05:13 main:574] : INFO : Epoch 1997 | loss: 0.0309809 | val_loss: 0.0313065 | Time: 1154.09 ms [2021-10-26 21:05:14 main:574] : INFO : Epoch 1998 | loss: 0.0309807 | val_loss: 0.03134 | Time: 1181.98 ms [2021-10-26 21:05:15 main:574] : INFO : Epoch 1999 | loss: 0.0309813 | val_loss: 0.031372 | Time: 1167.53 ms [2021-10-26 21:05:16 main:574] : INFO : Epoch 2000 | loss: 0.0309836 | val_loss: 0.0313206 | Time: 1176.72 ms [2021-10-26 21:05:18 main:574] : INFO : Epoch 2001 | loss: 0.0309787 | val_loss: 0.031359 | Time: 1185.54 ms [2021-10-26 21:05:19 main:574] : INFO : Epoch 2002 | loss: 0.0309738 | val_loss: 0.0312965 | Time: 1172.31 ms [2021-10-26 21:05:20 main:574] : INFO : Epoch 2003 | loss: 0.0309868 | val_loss: 0.031295 | Time: 1174.06 ms [2021-10-26 21:05:21 main:574] : INFO : Epoch 2004 | loss: 0.0309855 | val_loss: 0.031338 | Time: 1170.93 ms [2021-10-26 21:05:22 main:574] : INFO : Epoch 2005 | loss: 0.0309918 | val_loss: 0.0313188 | Time: 1167.74 ms [2021-10-26 21:05:23 main:574] : INFO : Epoch 2006 | loss: 0.0309799 | val_loss: 0.0313092 | Time: 1149.45 ms [2021-10-26 21:05:35 main:574] : INFO : Epoch 2007 | loss: 0.0309924 | val_loss: 0.0313178 | Time: 11391.8 ms [2021-10-26 21:05:36 main:574] : INFO : Epoch 2008 | loss: 0.0309779 | val_loss: 0.0313522 | Time: 1196.94 ms [2021-10-26 21:05:37 main:574] : INFO : Epoch 2009 | loss: 0.0309829 | val_loss: 0.0313274 | Time: 1181.48 ms [2021-10-26 21:05:38 main:574] : INFO : Epoch 2010 | loss: 0.031002 | val_loss: 0.0313153 | Time: 1196.16 ms [2021-10-26 21:05:40 main:574] : INFO : Epoch 2011 | loss: 0.0309893 | val_loss: 0.0313242 | Time: 1190.75 ms [2021-10-26 21:05:41 main:574] : INFO : Epoch 2012 | loss: 0.0309953 | val_loss: 0.0313412 | Time: 1181.41 ms [2021-10-26 21:05:42 main:574] : INFO : Epoch 2013 | loss: 0.030984 | val_loss: 0.0313012 | Time: 1147.21 ms [2021-10-26 21:05:43 main:574] : INFO : Epoch 2014 | loss: 0.0309743 | val_loss: 0.0313441 | Time: 1150.18 ms [2021-10-26 21:05:44 main:574] : INFO : Epoch 2015 | loss: 0.030979 | val_loss: 0.0313121 | Time: 1188.83 ms [2021-10-26 21:05:45 main:574] : INFO : Epoch 2016 | loss: 0.0309804 | val_loss: 0.0313293 | Time: 1177.93 ms [2021-10-26 21:05:47 main:574] : INFO : Epoch 2017 | loss: 0.0309821 | val_loss: 0.0313334 | Time: 1173.91 ms [2021-10-26 21:05:48 main:574] : INFO : Epoch 2018 | loss: 0.0309795 | val_loss: 0.0313428 | Time: 1180.03 ms [2021-10-26 21:05:49 main:574] : INFO : Epoch 2019 | loss: 0.0309766 | val_loss: 0.0313321 | Time: 1168.78 ms [2021-10-26 21:05:50 main:574] : INFO : Epoch 2020 | loss: 0.0309824 | val_loss: 0.0313305 | Time: 1192.02 ms [2021-10-26 21:05:51 main:574] : INFO : Epoch 2021 | loss: 0.0309857 | val_loss: 0.0313092 | Time: 1186.32 ms [2021-10-26 21:05:53 main:574] : INFO : Epoch 2022 | loss: 0.0309809 | val_loss: 0.0313456 | Time: 1136.92 ms [2021-10-26 21:05:54 main:574] : INFO : Epoch 2023 | loss: 0.0309766 | val_loss: 0.0313128 | Time: 1183.25 ms [2021-10-26 21:05:55 main:574] : INFO : Epoch 2024 | loss: 0.0309821 | val_loss: 0.0313202 | Time: 1174.49 ms [2021-10-26 21:05:56 main:574] : INFO : Epoch 2025 | loss: 0.030981 | val_loss: 0.0313297 | Time: 1178.42 ms [2021-10-26 21:05:57 main:574] : INFO : Epoch 2026 | loss: 0.0309846 | val_loss: 0.0313377 | Time: 1167.07 ms [2021-10-26 21:05:58 main:574] : INFO : Epoch 2027 | loss: 0.0309813 | val_loss: 0.0312982 | Time: 1178.54 ms [2021-10-26 21:06:00 main:574] : INFO : Epoch 2028 | loss: 0.0309771 | val_loss: 0.0313309 | Time: 1183.39 ms [2021-10-26 21:06:01 main:574] : INFO : Epoch 2029 | loss: 0.0309744 | val_loss: 0.0313275 | Time: 1190.18 ms [2021-10-26 21:06:02 main:574] : INFO : Epoch 2030 | loss: 0.0309861 | val_loss: 0.0313433 | Time: 1153.2 ms [2021-10-26 21:06:03 main:574] : INFO : Epoch 2031 | loss: 0.0309903 | val_loss: 0.031369 | Time: 1162.82 ms [2021-10-26 21:06:04 main:574] : INFO : Epoch 2032 | loss: 0.0309856 | val_loss: 0.0313304 | Time: 1172 ms [2021-10-26 21:06:06 main:574] : INFO : Epoch 2033 | loss: 0.0309863 | val_loss: 0.0312808 | Time: 1171.94 ms [2021-10-26 21:06:07 main:574] : INFO : Epoch 2034 | loss: 0.0309976 | val_loss: 0.0313453 | Time: 1183.3 ms [2021-10-26 21:06:08 main:574] : INFO : Epoch 2035 | loss: 0.0309857 | val_loss: 0.0313117 | Time: 1171.79 ms [2021-10-26 21:06:09 main:574] : INFO : Epoch 2036 | loss: 0.0309792 | val_loss: 0.0313166 | Time: 1174.16 ms [2021-10-26 21:06:10 main:574] : INFO : Epoch 2037 | loss: 0.0309755 | val_loss: 0.0313333 | Time: 1171.17 ms [2021-10-26 21:06:11 main:574] : INFO : Epoch 2038 | loss: 0.0309885 | val_loss: 0.0313224 | Time: 1177.73 ms [2021-10-26 21:06:13 main:574] : INFO : Epoch 2039 | loss: 0.0309869 | val_loss: 0.0313013 | Time: 1156.84 ms [2021-10-26 21:06:14 main:574] : INFO : Epoch 2040 | loss: 0.0309822 | val_loss: 0.031325 | Time: 1182.64 ms [2021-10-26 21:06:15 main:574] : INFO : Epoch 2041 | loss: 0.0309766 | val_loss: 0.0313668 | Time: 1176.1 ms [2021-10-26 21:06:16 main:574] : INFO : Epoch 2042 | loss: 0.0309746 | val_loss: 0.0313261 | Time: 1178.25 ms [2021-10-26 21:06:17 main:574] : INFO : Epoch 2043 | loss: 0.0309812 | val_loss: 0.0313604 | Time: 1173.66 ms [2021-10-26 21:06:19 main:574] : INFO : Epoch 2044 | loss: 0.0309849 | val_loss: 0.0313326 | Time: 1190.85 ms [2021-10-26 21:06:20 main:574] : INFO : Epoch 2045 | loss: 0.030986 | val_loss: 0.0312997 | Time: 1166.35 ms [2021-10-26 21:06:21 main:574] : INFO : Epoch 2046 | loss: 0.0309848 | val_loss: 0.0313394 | Time: 1183.49 ms [2021-10-26 21:06:22 main:574] : INFO : Epoch 2047 | loss: 0.0309849 | val_loss: 0.0313455 | Time: 1177.51 ms [2021-10-26 21:06:23 main:574] : INFO : Epoch 2048 | loss: 0.0309835 | val_loss: 0.031348 | Time: 1150.31 ms [2021-10-26 21:06:23 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031348 [2021-10-26 21:06:23 main:603] : INFO : Saving end state to config to file [2021-10-26 21:06:23 main:608] : INFO : Success, exiting.. 21:06:23 (1692): 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)