Task 14597314
| Name | ParityModified-1647045920-4571-3-0_0 |
| Workunit | 11618440 |
| Created | 11 Apr 2022, 14:48:57 UTC |
| Sent | 11 Apr 2022, 14:49:04 UTC |
| Report deadline | 19 Apr 2022, 14:49:04 UTC |
| Received | 11 Apr 2022, 16:08:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 664 |
| Run time | 38 min 54 sec |
| CPU time | 35 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,317.11 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0309864 | val_loss: 0.0313149 | Time: 1052.31 ms [2022-04-11 08:58:54 main:574] : INFO : Epoch 1543 | loss: 0.0309832 | val_loss: 0.0313325 | Time: 1050.06 ms [2022-04-11 08:58:55 main:574] : INFO : Epoch 1544 | loss: 0.0309851 | val_loss: 0.0312908 | Time: 1052.46 ms [2022-04-11 08:58:57 main:574] : INFO : Epoch 1545 | loss: 0.0309834 | val_loss: 0.0313114 | Time: 1049.03 ms [2022-04-11 08:58:58 main:574] : INFO : Epoch 1546 | loss: 0.0309861 | val_loss: 0.031304 | Time: 1054.04 ms [2022-04-11 08:58:59 main:574] : INFO : Epoch 1547 | loss: 0.0309909 | val_loss: 0.0312945 | Time: 1049 ms [2022-04-11 08:59:00 main:574] : INFO : Epoch 1548 | loss: 0.0309948 | val_loss: 0.0313043 | Time: 1051.56 ms [2022-04-11 08:59:01 main:574] : INFO : Epoch 1549 | loss: 0.0310123 | val_loss: 0.0313118 | Time: 1044.63 ms [2022-04-11 08:59:02 main:574] : INFO : Epoch 1550 | loss: 0.0309928 | val_loss: 0.0312992 | Time: 1055.71 ms [2022-04-11 08:59:03 main:574] : INFO : Epoch 1551 | loss: 0.0309926 | val_loss: 0.0313147 | Time: 1049.64 ms [2022-04-11 08:59:05 main:574] : INFO : Epoch 1552 | loss: 0.0309827 | val_loss: 0.0313445 | Time: 1050.64 ms [2022-04-11 08:59:06 main:574] : INFO : Epoch 1553 | loss: 0.0309824 | val_loss: 0.0313166 | Time: 1050.55 ms [2022-04-11 08:59:07 main:574] : INFO : Epoch 1554 | loss: 0.030981 | val_loss: 0.031307 | Time: 1053.82 ms [2022-04-11 08:59:08 main:574] : INFO : Epoch 1555 | loss: 0.0309891 | val_loss: 0.0313274 | Time: 1048.82 ms [2022-04-11 08:59:09 main:574] : INFO : Epoch 1556 | loss: 0.0309843 | val_loss: 0.0312939 | Time: 1051.41 ms [2022-04-11 08:59:10 main:574] : INFO : Epoch 1557 | loss: 0.0309992 | val_loss: 0.0313402 | Time: 1048.79 ms [2022-04-11 08:59:11 main:574] : INFO : Epoch 1558 | loss: 0.0309793 | val_loss: 0.0313148 | Time: 1054.58 ms [2022-04-11 08:59:12 main:574] : INFO : Epoch 1559 | loss: 0.0309813 | val_loss: 0.0313204 | Time: 1049.77 ms [2022-04-11 08:59:14 main:574] : INFO : Epoch 1560 | loss: 0.0310097 | val_loss: 0.0312327 | Time: 1052.33 ms [2022-04-11 08:59:15 main:574] : INFO : Epoch 1561 | loss: 0.0311021 | val_loss: 0.0312376 | Time: 1048.77 ms [2022-04-11 08:59:16 main:574] : INFO : Epoch 1562 | loss: 0.031062 | val_loss: 0.0312639 | Time: 1052.44 ms [2022-04-11 08:59:17 main:574] : INFO : Epoch 1563 | loss: 0.0310155 | val_loss: 0.031295 | Time: 1048.71 ms [2022-04-11 08:59:18 main:574] : INFO : Epoch 1564 | loss: 0.0309888 | val_loss: 0.0313328 | Time: 1049.6 ms [2022-04-11 08:59:19 main:574] : INFO : Epoch 1565 | loss: 0.0309853 | val_loss: 0.03133 | Time: 1048.85 ms [2022-04-11 08:59:20 main:574] : INFO : Epoch 1566 | loss: 0.0309872 | val_loss: 0.031314 | Time: 1053.66 ms [2022-04-11 08:59:21 main:574] : INFO : Epoch 1567 | loss: 0.0309799 | val_loss: 0.0313279 | Time: 1049.03 ms [2022-04-11 08:59:23 main:574] : INFO : Epoch 1568 | loss: 0.0310019 | val_loss: 0.0312967 | Time: 1051.64 ms [2022-04-11 08:59:24 main:574] : INFO : Epoch 1569 | loss: 0.0309947 | val_loss: 0.0313225 | Time: 1048.66 ms [2022-04-11 08:59:25 main:574] : INFO : Epoch 1570 | loss: 0.0309877 | val_loss: 0.0312925 | Time: 1053.63 ms [2022-04-11 08:59:26 main:574] : INFO : Epoch 1571 | loss: 0.0309927 | val_loss: 0.0313139 | Time: 1049.02 ms [2022-04-11 08:59:27 main:574] : INFO : Epoch 1572 | loss: 0.0309774 | val_loss: 0.0313067 | Time: 1053.34 ms [2022-04-11 08:59:28 main:574] : INFO : Epoch 1573 | loss: 0.0309734 | val_loss: 0.0313574 | Time: 1047.83 ms [2022-04-11 08:59:29 main:574] : INFO : Epoch 1574 | loss: 0.0309845 | val_loss: 0.0312922 | Time: 1052.14 ms [2022-04-11 08:59:31 main:574] : INFO : Epoch 1575 | loss: 0.0309906 | val_loss: 0.0313195 | Time: 1049.27 ms [2022-04-11 08:59:32 main:574] : INFO : Epoch 1576 | loss: 0.0309965 | val_loss: 0.0313064 | Time: 1050.48 ms [2022-04-11 08:59:33 main:574] : INFO : Epoch 1577 | loss: 0.0309902 | val_loss: 0.0313414 | Time: 1046.45 ms [2022-04-11 08:59:34 main:574] : INFO : Epoch 1578 | loss: 0.030981 | val_loss: 0.0313015 | Time: 1053.87 ms [2022-04-11 08:59:35 main:574] : INFO : Epoch 1579 | loss: 0.0309718 | val_loss: 0.031334 | Time: 1046.07 ms [2022-04-11 08:59:36 main:574] : INFO : Epoch 1580 | loss: 0.0309739 | val_loss: 0.0313152 | Time: 1049.8 ms [2022-04-11 08:59:37 main:574] : INFO : Epoch 1581 | loss: 0.0309784 | val_loss: 0.0313471 | Time: 1052.47 ms [2022-04-11 08:59:39 main:574] : INFO : Epoch 1582 | loss: 0.0310146 | val_loss: 0.0312765 | Time: 1042.98 ms [2022-04-11 08:59:40 main:574] : INFO : Epoch 1583 | loss: 0.0310106 | val_loss: 0.0313218 | Time: 1050.41 ms [2022-04-11 08:59:41 main:574] : INFO : Epoch 1584 | loss: 0.0309904 | val_loss: 0.031313 | Time: 1047.69 ms [2022-04-11 08:59:42 main:574] : INFO : Epoch 1585 | loss: 0.0309927 | val_loss: 0.0312901 | Time: 1050.88 ms [2022-04-11 08:59:43 main:574] : INFO : Epoch 1586 | loss: 0.0309835 | val_loss: 0.0313502 | Time: 1047.74 ms [2022-04-11 08:59:44 main:574] : INFO : Epoch 1587 | loss: 0.0309787 | val_loss: 0.0313095 | Time: 1051.46 ms [2022-04-11 08:59:45 main:574] : INFO : Epoch 1588 | loss: 0.0309968 | val_loss: 0.0312966 | Time: 1047.58 ms [2022-04-11 08:59:46 main:574] : INFO : Epoch 1589 | loss: 0.0309871 | val_loss: 0.0313276 | Time: 1051.23 ms [2022-04-11 08:59:48 main:574] : INFO : Epoch 1590 | loss: 0.030982 | val_loss: 0.0313222 | Time: 1044.89 ms [2022-04-11 08:59:49 main:574] : INFO : Epoch 1591 | loss: 0.0309779 | val_loss: 0.0313375 | Time: 1052.8 ms [2022-04-11 08:59:50 main:574] : INFO : Epoch 1592 | loss: 0.0309844 | val_loss: 0.0313527 | Time: 1052.95 ms [2022-04-11 08:59:51 main:574] : INFO : Epoch 1593 | loss: 0.0309845 | val_loss: 0.0313329 | Time: 1051.64 ms [2022-04-11 08:59:52 main:574] : INFO : Epoch 1594 | loss: 0.030972 | val_loss: 0.0313273 | Time: 1049.56 ms [2022-04-11 08:59:53 main:574] : INFO : Epoch 1595 | loss: 0.030973 | val_loss: 0.0313208 | Time: 1052.76 ms [2022-04-11 08:59:54 main:574] : INFO : Epoch 1596 | loss: 0.030982 | val_loss: 0.0313093 | Time: 1045.52 ms [2022-04-11 08:59:56 main:574] : INFO : Epoch 1597 | loss: 0.0309875 | val_loss: 0.031309 | Time: 1052 ms [2022-04-11 08:59:57 main:574] : INFO : Epoch 1598 | loss: 0.0309917 | val_loss: 0.0312762 | Time: 1051.88 ms [2022-04-11 08:59:58 main:574] : INFO : Epoch 1599 | loss: 0.0309899 | val_loss: 0.0312989 | Time: 1050.34 ms [2022-04-11 08:59:59 main:574] : INFO : Epoch 1600 | loss: 0.0309861 | val_loss: 0.0313361 | Time: 1047.9 ms [2022-04-11 09:00:00 main:574] : INFO : Epoch 1601 | loss: 0.030989 | val_loss: 0.0313388 | Time: 1053.55 ms [2022-04-11 09:00:01 main:574] : INFO : Epoch 1602 | loss: 0.0309821 | val_loss: 0.031365 | Time: 1050.01 ms [2022-04-11 09:00:02 main:574] : INFO : Epoch 1603 | loss: 0.0309812 | val_loss: 0.0313418 | Time: 1053.3 ms [2022-04-11 09:00:03 main:574] : INFO : Epoch 1604 | loss: 0.0309868 | val_loss: 0.0313129 | Time: 1050 ms [2022-04-11 09:00:05 main:574] : INFO : Epoch 1605 | loss: 0.0309955 | val_loss: 0.031327 | Time: 1052.15 ms [2022-04-11 09:00:06 main:574] : INFO : Epoch 1606 | loss: 0.0309875 | val_loss: 0.0313301 | Time: 1046.89 ms [2022-04-11 09:00:07 main:574] : INFO : Epoch 1607 | loss: 0.0309889 | val_loss: 0.0313361 | Time: 1055.89 ms [2022-04-11 09:00:08 main:574] : INFO : Epoch 1608 | loss: 0.0309744 | val_loss: 0.0313326 | Time: 1049.95 ms [2022-04-11 09:00:09 main:574] : INFO : Epoch 1609 | loss: 0.0309792 | val_loss: 0.0312853 | Time: 1051.24 ms [2022-04-11 09:00:10 main:574] : INFO : Epoch 1610 | loss: 0.0309908 | val_loss: 0.0312995 | Time: 1048.92 ms [2022-04-11 09:00:11 main:574] : INFO : Epoch 1611 | loss: 0.0309932 | val_loss: 0.0312941 | Time: 1055.69 ms [2022-04-11 09:00:13 main:574] : INFO : Epoch 1612 | loss: 0.0309881 | val_loss: 0.0313458 | Time: 1050.33 ms [2022-04-11 09:00:14 main:574] : INFO : Epoch 1613 | loss: 0.03098 | val_loss: 0.0313324 | Time: 1051.45 ms [2022-04-11 09:00:15 main:574] : INFO : Epoch 1614 | loss: 0.0309802 | val_loss: 0.0313235 | Time: 1047.1 ms [2022-04-11 09:00:16 main:574] : INFO : Epoch 1615 | loss: 0.0309783 | val_loss: 0.0313178 | Time: 1052.67 ms [2022-04-11 09:00:17 main:574] : INFO : Epoch 1616 | loss: 0.0309876 | val_loss: 0.031324 | Time: 1049.38 ms [2022-04-11 09:00:18 main:574] : INFO : Epoch 1617 | loss: 0.0309872 | val_loss: 0.031336 | Time: 1051.56 ms [2022-04-11 09:00:19 main:574] : INFO : Epoch 1618 | loss: 0.030976 | val_loss: 0.0313477 | Time: 1047.33 ms [2022-04-11 09:00:20 main:574] : INFO : Epoch 1619 | loss: 0.0309734 | val_loss: 0.0313483 | Time: 1051.82 ms [2022-04-11 09:00:21 main:574] : INFO : Epoch 1620 | loss: 0.0309782 | val_loss: 0.0312802 | Time: 1048.18 ms [2022-04-11 09:00:23 main:574] : INFO : Epoch 1621 | loss: 0.0309851 | val_loss: 0.0312991 | Time: 1051.02 ms [2022-04-11 09:00:24 main:574] : INFO : Epoch 1622 | loss: 0.0309901 | val_loss: 0.0313052 | Time: 1050.01 ms [2022-04-11 09:00:25 main:574] : INFO : Epoch 1623 | loss: 0.0309815 | val_loss: 0.0313141 | Time: 1054.72 ms [2022-04-11 09:00:26 main:574] : INFO : Epoch 1624 | loss: 0.0309759 | val_loss: 0.0313406 | Time: 1048.62 ms [2022-04-11 09:00:27 main:574] : INFO : Epoch 1625 | loss: 0.0309815 | val_loss: 0.0313111 | Time: 1052.62 ms [2022-04-11 09:00:28 main:574] : INFO : Epoch 1626 | loss: 0.0309864 | val_loss: 0.0313024 | Time: 1048.92 ms [2022-04-11 09:00:29 main:574] : INFO : Epoch 1627 | loss: 0.0309815 | val_loss: 0.0313514 | Time: 1057.38 ms [2022-04-11 09:00:31 main:574] : INFO : Epoch 1628 | loss: 0.0309778 | val_loss: 0.0313257 | Time: 1049.04 ms [2022-04-11 09:00:32 main:574] : INFO : Epoch 1629 | loss: 0.0309824 | val_loss: 0.0313173 | Time: 1053.65 ms [2022-04-11 09:00:33 main:574] : INFO : Epoch 1630 | loss: 0.0309768 | val_loss: 0.0313517 | Time: 1049.05 ms [2022-04-11 09:00:34 main:574] : INFO : Epoch 1631 | loss: 0.0309802 | val_loss: 0.0313122 | Time: 1052.77 ms [2022-04-11 09:00:35 main:574] : INFO : Epoch 1632 | loss: 0.030984 | val_loss: 0.0313478 | Time: 1050.23 ms [2022-04-11 09:00:36 main:574] : INFO : Epoch 1633 | loss: 0.0309748 | val_loss: 0.0313378 | Time: 1050.12 ms [2022-04-11 09:00:37 main:574] : INFO : Epoch 1634 | loss: 0.0309719 | val_loss: 0.0313453 | Time: 1051.65 ms [2022-04-11 09:00:38 main:574] : INFO : Epoch 1635 | loss: 0.0309733 | val_loss: 0.0313338 | Time: 1053.7 ms [2022-04-11 09:00:40 main:574] : INFO : Epoch 1636 | loss: 0.0310013 | val_loss: 0.0313262 | Time: 1051.27 ms [2022-04-11 09:00:41 main:574] : INFO : Epoch 1637 | loss: 0.0309984 | val_loss: 0.031344 | Time: 1050.04 ms [2022-04-11 09:00:42 main:574] : INFO : Epoch 1638 | loss: 0.0309871 | val_loss: 0.0313181 | Time: 1044.93 ms [2022-04-11 09:00:43 main:574] : INFO : Epoch 1639 | loss: 0.0309846 | val_loss: 0.0313218 | Time: 1049.7 ms [2022-04-11 09:00:44 main:574] : INFO : Epoch 1640 | loss: 0.0310214 | val_loss: 0.0312403 | Time: 1050.33 ms [2022-04-11 09:00:45 main:574] : INFO : Epoch 1641 | loss: 0.0310892 | val_loss: 0.0312617 | Time: 1050.65 ms [2022-04-11 09:00:46 main:574] : INFO : Epoch 1642 | loss: 0.0310455 | val_loss: 0.0312758 | Time: 1048.23 ms [2022-04-11 09:00:48 main:574] : INFO : Epoch 1643 | loss: 0.0310132 | val_loss: 0.0313113 | Time: 1052.85 ms [2022-04-11 09:00:49 main:574] : INFO : Epoch 1644 | loss: 0.031 | val_loss: 0.0313389 | Time: 1049.36 ms [2022-04-11 09:00:50 main:574] : INFO : Epoch 1645 | loss: 0.0309854 | val_loss: 0.0313019 | Time: 1048.53 ms [2022-04-11 09:00:51 main:574] : INFO : Epoch 1646 | loss: 0.0309836 | val_loss: 0.0313284 | Time: 1047.01 ms [2022-04-11 09:00:52 main:574] : INFO : Epoch 1647 | loss: 0.030977 | val_loss: 0.0313269 | Time: 1053.34 ms [2022-04-11 09:00:53 main:574] : INFO : Epoch 1648 | loss: 0.0309833 | val_loss: 0.0313511 | Time: 1050.94 ms [2022-04-11 09:00:54 main:574] : INFO : Epoch 1649 | loss: 0.0309746 | val_loss: 0.0313068 | Time: 1050.72 ms [2022-04-11 09:00:55 main:574] : INFO : Epoch 1650 | loss: 0.0309733 | val_loss: 0.0313469 | Time: 1045.22 ms [2022-04-11 09:00:57 main:574] : INFO : Epoch 1651 | loss: 0.0309792 | val_loss: 0.0313015 | Time: 1056.35 ms [2022-04-11 09:00:58 main:574] : INFO : Epoch 1652 | loss: 0.0309781 | val_loss: 0.03131 | Time: 1051.09 ms [2022-04-11 09:00:59 main:574] : INFO : Epoch 1653 | loss: 0.0309811 | val_loss: 0.0313174 | Time: 1053.7 ms [2022-04-11 09:01:00 main:574] : INFO : Epoch 1654 | loss: 0.0309829 | val_loss: 0.0313751 | Time: 1045.15 ms [2022-04-11 09:01:01 main:574] : INFO : Epoch 1655 | loss: 0.0309854 | val_loss: 0.0313048 | Time: 1053.81 ms [2022-04-11 09:01:02 main:574] : INFO : Epoch 1656 | loss: 0.0309803 | val_loss: 0.0313402 | Time: 1047.89 ms [2022-04-11 09:01:03 main:574] : INFO : Epoch 1657 | loss: 0.0309741 | val_loss: 0.031324 | Time: 1054.29 ms [2022-04-11 09:01:05 main:574] : INFO : Epoch 1658 | loss: 0.0309795 | val_loss: 0.0313133 | Time: 1049.63 ms [2022-04-11 09:01:06 main:574] : INFO : Epoch 1659 | loss: 0.0309906 | val_loss: 0.0313117 | Time: 1055.18 ms [2022-04-11 09:01:07 main:574] : INFO : Epoch 1660 | loss: 0.0309783 | val_loss: 0.0313178 | Time: 1040.13 ms [2022-04-11 09:01:08 main:574] : INFO : Epoch 1661 | loss: 0.0309969 | val_loss: 0.0312673 | Time: 1053.05 ms [2022-04-11 09:01:09 main:574] : INFO : Epoch 1662 | loss: 0.0310066 | val_loss: 0.031319 | Time: 1053.14 ms [2022-04-11 09:01:10 main:574] : INFO : Epoch 1663 | loss: 0.0309852 | val_loss: 0.0313226 | Time: 1050.02 ms [2022-04-11 09:01:11 main:574] : INFO : Epoch 1664 | loss: 0.0309817 | val_loss: 0.0313282 | Time: 1051.64 ms [2022-04-11 09:01:12 main:574] : INFO : Epoch 1665 | loss: 0.0309795 | val_loss: 0.0313136 | Time: 1048.54 ms [2022-04-11 09:01:14 main:574] : INFO : Epoch 1666 | loss: 0.030988 | val_loss: 0.0313637 | Time: 1052.51 ms [2022-04-11 09:01:15 main:574] : INFO : Epoch 1667 | loss: 0.0309866 | val_loss: 0.0313449 | Time: 1049.71 ms [2022-04-11 09:01:16 main:574] : INFO : Epoch 1668 | loss: 0.0309852 | val_loss: 0.0313349 | Time: 1051.68 ms [2022-04-11 09:01:17 main:574] : INFO : Epoch 1669 | loss: 0.0309829 | val_loss: 0.0313633 | Time: 1048.23 ms [2022-04-11 09:01:18 main:574] : INFO : Epoch 1670 | loss: 0.0309815 | val_loss: 0.0313023 | Time: 1053.08 ms [2022-04-11 09:01:19 main:574] : INFO : Epoch 1671 | loss: 0.0309771 | val_loss: 0.0313296 | Time: 1051.05 ms [2022-04-11 09:01:20 main:574] : INFO : Epoch 1672 | loss: 0.0309738 | val_loss: 0.0313304 | Time: 1055.92 ms [2022-04-11 09:01:22 main:574] : INFO : Epoch 1673 | loss: 0.0309896 | val_loss: 0.0313474 | Time: 1048.12 ms [2022-04-11 09:01:23 main:574] : INFO : Epoch 1674 | loss: 0.0309988 | val_loss: 0.0313308 | Time: 1054.32 ms [2022-04-11 09:01:24 main:574] : INFO : Epoch 1675 | loss: 0.0309887 | val_loss: 0.0313609 | Time: 1051.75 ms [2022-04-11 09:01:25 main:574] : INFO : Epoch 1676 | loss: 0.0309823 | val_loss: 0.0312982 | Time: 1052.79 ms [2022-04-11 09:01:26 main:574] : INFO : Epoch 1677 | loss: 0.030991 | val_loss: 0.0313302 | Time: 1047.98 ms [2022-04-11 09:01:27 main:574] : INFO : Epoch 1678 | loss: 0.0309785 | val_loss: 0.0312896 | Time: 1055.05 ms [2022-04-11 09:01:28 main:574] : INFO : Epoch 1679 | loss: 0.0309885 | val_loss: 0.031344 | Time: 1044.2 ms [2022-04-11 09:01:29 main:574] : INFO : Epoch 1680 | loss: 0.0309815 | val_loss: 0.0313419 | Time: 1054.57 ms [2022-04-11 09:01:31 main:574] : INFO : Epoch 1681 | loss: 0.0309745 | val_loss: 0.0313425 | Time: 1047.69 ms [2022-04-11 09:01:32 main:574] : INFO : Epoch 1682 | loss: 0.0309846 | val_loss: 0.0312987 | Time: 1052.6 ms [2022-04-11 09:01:33 main:574] : INFO : Epoch 1683 | loss: 0.0309834 | val_loss: 0.0313212 | Time: 1048.35 ms [2022-04-11 09:01:34 main:574] : INFO : Epoch 1684 | loss: 0.0309988 | val_loss: 0.031301 | Time: 1051.39 ms [2022-04-11 09:01:35 main:574] : INFO : Epoch 1685 | loss: 0.0310001 | val_loss: 0.0313235 | Time: 1048.93 ms [2022-04-11 09:01:36 main:574] : INFO : Epoch 1686 | loss: 0.0309949 | val_loss: 0.0313594 | Time: 1050.14 ms [2022-04-11 09:01:37 main:574] : INFO : Epoch 1687 | loss: 0.0309811 | val_loss: 0.0313422 | Time: 1050.33 ms [2022-04-11 09:01:39 main:574] : INFO : Epoch 1688 | loss: 0.0309727 | val_loss: 0.0313518 | Time: 1048.9 ms [2022-04-11 09:01:40 main:574] : INFO : Epoch 1689 | loss: 0.0309867 | val_loss: 0.0313178 | Time: 1048.82 ms [2022-04-11 09:01:41 main:574] : INFO : Epoch 1690 | loss: 0.0310031 | val_loss: 0.0313019 | Time: 1053.46 ms [2022-04-11 09:01:42 main:574] : INFO : Epoch 1691 | loss: 0.0309869 | val_loss: 0.0313474 | Time: 1049.76 ms [2022-04-11 09:01:43 main:574] : INFO : Epoch 1692 | loss: 0.030974 | val_loss: 0.0313094 | Time: 1051.35 ms [2022-04-11 09:01:44 main:574] : INFO : Epoch 1693 | loss: 0.0309911 | val_loss: 0.0313093 | Time: 1048.51 ms [2022-04-11 09:01:45 main:574] : INFO : Epoch 1694 | loss: 0.0309799 | val_loss: 0.0313211 | Time: 1048.84 ms [2022-04-11 09:01:46 main:574] : INFO : Epoch 1695 | loss: 0.0309792 | val_loss: 0.0312745 | Time: 1050.19 ms [2022-04-11 09:01:48 main:574] : INFO : Epoch 1696 | loss: 0.0309797 | val_loss: 0.0313393 | Time: 1050.63 ms [2022-04-11 09:01:49 main:574] : INFO : Epoch 1697 | loss: 0.0309833 | val_loss: 0.0313052 | Time: 1049.47 ms [2022-04-11 09:01:50 main:574] : INFO : Epoch 1698 | loss: 0.0309889 | val_loss: 0.0313425 | Time: 1052.03 ms [2022-04-11 09:01:51 main:574] : INFO : Epoch 1699 | loss: 0.0309852 | val_loss: 0.031311 | Time: 1048.1 ms [2022-04-11 09:01:52 main:574] : INFO : Epoch 1700 | loss: 0.0309795 | val_loss: 0.0313129 | Time: 1051.47 ms [2022-04-11 09:01:53 main:574] : INFO : Epoch 1701 | loss: 0.0309851 | val_loss: 0.0313179 | Time: 1049.1 ms [2022-04-11 09:01:54 main:574] : INFO : Epoch 1702 | loss: 0.0309788 | val_loss: 0.0313235 | Time: 1054.75 ms [2022-04-11 09:01:56 main:574] : INFO : Epoch 1703 | loss: 0.0309738 | val_loss: 0.0313284 | Time: 1048.58 ms [2022-04-11 09:01:57 main:574] : INFO : Epoch 1704 | loss: 0.031007 | val_loss: 0.0313198 | Time: 1051.33 ms [2022-04-11 09:01:58 main:574] : INFO : Epoch 1705 | loss: 0.0310163 | val_loss: 0.0313006 | Time: 1051.84 ms [2022-04-11 09:01:59 main:574] : INFO : Epoch 1706 | loss: 0.0310478 | val_loss: 0.0312657 | Time: 1053.93 ms [2022-04-11 09:02:00 main:574] : INFO : Epoch 1707 | loss: 0.0310392 | val_loss: 0.0312951 | Time: 1048.4 ms [2022-04-11 09:02:01 main:574] : INFO : Epoch 1708 | loss: 0.0310021 | val_loss: 0.0313145 | Time: 1049.52 ms [2022-04-11 09:02:02 main:574] : INFO : Epoch 1709 | loss: 0.0309905 | val_loss: 0.0313448 | Time: 1049.74 ms [2022-04-11 09:02:03 main:574] : INFO : Epoch 1710 | loss: 0.0309935 | val_loss: 0.0313224 | Time: 1053.32 ms [2022-04-11 09:02:05 main:574] : INFO : Epoch 1711 | loss: 0.0309894 | val_loss: 0.0312943 | Time: 1050.37 ms [2022-04-11 09:02:06 main:574] : INFO : Epoch 1712 | loss: 0.0309904 | val_loss: 0.0313486 | Time: 1051.61 ms [2022-04-11 09:02:07 main:574] : INFO : Epoch 1713 | loss: 0.0309928 | val_loss: 0.0312934 | Time: 1050.39 ms [2022-04-11 09:02:08 main:574] : INFO : Epoch 1714 | loss: 0.0309866 | val_loss: 0.031358 | Time: 1053.1 ms [2022-04-11 09:02:09 main:574] : INFO : Epoch 1715 | loss: 0.0309818 | val_loss: 0.0313006 | Time: 1045.75 ms [2022-04-11 09:02:10 main:574] : INFO : Epoch 1716 | loss: 0.0309857 | val_loss: 0.0313519 | Time: 1053.81 ms [2022-04-11 09:02:11 main:574] : INFO : Epoch 1717 | loss: 0.0309773 | val_loss: 0.0312987 | Time: 1051.68 ms [2022-04-11 09:02:13 main:574] : INFO : Epoch 1718 | loss: 0.030976 | val_loss: 0.0313319 | Time: 1053.54 ms [2022-04-11 09:02:14 main:574] : INFO : Epoch 1719 | loss: 0.0309774 | val_loss: 0.0313017 | Time: 1050.54 ms [2022-04-11 09:02:15 main:574] : INFO : Epoch 1720 | loss: 0.0309831 | val_loss: 0.031311 | Time: 1046.55 ms [2022-04-11 09:02:16 main:574] : INFO : Epoch 1721 | loss: 0.0309753 | val_loss: 0.0313263 | Time: 1053.46 ms [2022-04-11 09:02:17 main:574] : INFO : Epoch 1722 | loss: 0.0309723 | val_loss: 0.0313283 | Time: 1048.29 ms [2022-04-11 09:02:18 main:574] : INFO : Epoch 1723 | loss: 0.0309842 | val_loss: 0.0313144 | Time: 1052.92 ms [2022-04-11 09:02:19 main:574] : INFO : Epoch 1724 | loss: 0.0309859 | val_loss: 0.0313154 | Time: 1048.16 ms [2022-04-11 09:02:20 main:574] : INFO : Epoch 1725 | loss: 0.0309882 | val_loss: 0.0313256 | Time: 1048.79 ms [2022-04-11 09:02:22 main:574] : INFO : Epoch 1726 | loss: 0.0309819 | val_loss: 0.0313173 | Time: 1051.25 ms [2022-04-11 09:02:23 main:574] : INFO : Epoch 1727 | loss: 0.0309858 | val_loss: 0.0313636 | Time: 1047.12 ms [2022-04-11 09:02:24 main:574] : INFO : Epoch 1728 | loss: 0.0309836 | val_loss: 0.0312997 | Time: 1053.1 ms [2022-04-11 09:02:25 main:574] : INFO : Epoch 1729 | loss: 0.0309822 | val_loss: 0.0313187 | Time: 1049.21 ms [2022-04-11 09:02:26 main:574] : INFO : Epoch 1730 | loss: 0.0309802 | val_loss: 0.0313352 | Time: 1052.46 ms [2022-04-11 09:02:27 main:574] : INFO : Epoch 1731 | loss: 0.0309783 | val_loss: 0.0312978 | Time: 1047.86 ms [2022-04-11 09:02:28 main:574] : INFO : Epoch 1732 | loss: 0.0309712 | val_loss: 0.0313361 | Time: 1050.36 ms [2022-04-11 09:02:29 main:574] : INFO : Epoch 1733 | loss: 0.0309767 | val_loss: 0.0313189 | Time: 1049.25 ms [2022-04-11 09:02:31 main:574] : INFO : Epoch 1734 | loss: 0.0309776 | val_loss: 0.0313449 | Time: 1052.19 ms [2022-04-11 09:02:32 main:574] : INFO : Epoch 1735 | loss: 0.0309745 | val_loss: 0.0313222 | Time: 1048.47 ms [2022-04-11 09:02:33 main:574] : INFO : Epoch 1736 | loss: 0.0309879 | val_loss: 0.0313221 | Time: 1052.75 ms [2022-04-11 09:02:34 main:574] : INFO : Epoch 1737 | loss: 0.0309946 | val_loss: 0.0313504 | Time: 1047.6 ms [2022-04-11 09:02:35 main:574] : INFO : Epoch 1738 | loss: 0.0309854 | val_loss: 0.0313243 | Time: 1051.84 ms [2022-04-11 09:02:36 main:574] : INFO : Epoch 1739 | loss: 0.0309722 | val_loss: 0.0313215 | Time: 1047.83 ms [2022-04-11 09:02:37 main:574] : INFO : Epoch 1740 | loss: 0.0309782 | val_loss: 0.0313481 | Time: 1052.36 ms [2022-04-11 09:02:39 main:574] : INFO : Epoch 1741 | loss: 0.0309921 | val_loss: 0.0313034 | Time: 1043.15 ms [2022-04-11 09:02:40 main:574] : INFO : Epoch 1742 | loss: 0.0309843 | val_loss: 0.0313466 | Time: 1052.23 ms [2022-04-11 09:02:41 main:574] : INFO : Epoch 1743 | loss: 0.0309861 | val_loss: 0.031321 | Time: 1047.21 ms [2022-04-11 09:02:42 main:574] : INFO : Epoch 1744 | loss: 0.0309857 | val_loss: 0.0313049 | Time: 1051.3 ms [2022-04-11 09:02:43 main:574] : INFO : Epoch 1745 | loss: 0.0309805 | val_loss: 0.0313159 | Time: 1047.61 ms [2022-04-11 09:02:44 main:574] : INFO : Epoch 1746 | loss: 0.0309784 | val_loss: 0.0313102 | Time: 1053.12 ms [2022-04-11 09:02:45 main:574] : INFO : Epoch 1747 | loss: 0.0309864 | val_loss: 0.0312956 | Time: 1049.68 ms [2022-04-11 09:02:46 main:574] : INFO : Epoch 1748 | loss: 0.0310091 | val_loss: 0.0313228 | Time: 1053.25 ms [2022-04-11 09:02:48 main:574] : INFO : Epoch 1749 | loss: 0.0309964 | val_loss: 0.0313434 | Time: 1046.98 ms [2022-04-11 09:02:49 main:574] : INFO : Epoch 1750 | loss: 0.0309807 | val_loss: 0.0313505 | Time: 1050.08 ms [2022-04-11 09:02:50 main:574] : INFO : Epoch 1751 | loss: 0.0309821 | val_loss: 0.031306 | Time: 1048.91 ms [2022-04-11 09:02:51 main:574] : INFO : Epoch 1752 | loss: 0.0309908 | val_loss: 0.0313038 | Time: 1054.5 ms [2022-04-11 09:02:52 main:574] : INFO : Epoch 1753 | loss: 0.0310134 | val_loss: 0.0313266 | Time: 1048.27 ms [2022-04-11 09:02:53 main:574] : INFO : Epoch 1754 | loss: 0.0309923 | val_loss: 0.0313137 | Time: 1051.81 ms [2022-04-11 09:02:54 main:574] : INFO : Epoch 1755 | loss: 0.030987 | val_loss: 0.0312813 | Time: 1046.85 ms [2022-04-11 09:02:55 main:574] : INFO : Epoch 1756 | loss: 0.0309863 | val_loss: 0.0313074 | Time: 1047.56 ms [2022-04-11 09:02:57 main:574] : INFO : Epoch 1757 | loss: 0.0309797 | val_loss: 0.0313011 | Time: 1051.56 ms [2022-04-11 09:02:58 main:574] : INFO : Epoch 1758 | loss: 0.0309739 | val_loss: 0.0313138 | Time: 1050.26 ms [2022-04-11 09:02:59 main:574] : INFO : Epoch 1759 | loss: 0.0309813 | val_loss: 0.0313027 | Time: 1053.1 ms [2022-04-11 09:03:00 main:574] : INFO : Epoch 1760 | loss: 0.0309812 | val_loss: 0.0313269 | Time: 1037.23 ms [2022-04-11 09:03:01 main:574] : INFO : Epoch 1761 | loss: 0.0310319 | val_loss: 0.0312551 | Time: 1054.04 ms [2022-04-11 09:03:02 main:574] : INFO : Epoch 1762 | loss: 0.0310562 | val_loss: 0.0312524 | Time: 1049.8 ms [2022-04-11 09:03:03 main:574] : INFO : Epoch 1763 | loss: 0.0310217 | val_loss: 0.0312913 | Time: 1053.69 ms [2022-04-11 09:03:05 main:574] : INFO : Epoch 1764 | loss: 0.0309928 | val_loss: 0.0313263 | Time: 1048.29 ms [2022-04-11 09:03:06 main:574] : INFO : Epoch 1765 | loss: 0.0309865 | val_loss: 0.0313355 | Time: 1053.9 ms [2022-04-11 09:03:07 main:574] : INFO : Epoch 1766 | loss: 0.0309758 | val_loss: 0.0313206 | Time: 1046.46 ms [2022-04-11 09:03:08 main:574] : INFO : Epoch 1767 | loss: 0.0309889 | val_loss: 0.0313161 | Time: 1053.19 ms [2022-04-11 09:03:09 main:574] : INFO : Epoch 1768 | loss: 0.0309825 | val_loss: 0.031339 | Time: 1049.23 ms [2022-04-11 09:03:10 main:574] : INFO : Epoch 1769 | loss: 0.0309766 | val_loss: 0.0312959 | Time: 1052.66 ms [2022-04-11 09:03:11 main:574] : INFO : Epoch 1770 | loss: 0.0309857 | val_loss: 0.0313037 | Time: 1048.81 ms [2022-04-11 09:03:12 main:574] : INFO : Epoch 1771 | loss: 0.0309855 | val_loss: 0.0313001 | Time: 1051.79 ms [2022-04-11 09:03:14 main:574] : INFO : Epoch 1772 | loss: 0.030981 | val_loss: 0.0312836 | Time: 1048.83 ms [2022-04-11 09:03:15 main:574] : INFO : Epoch 1773 | loss: 0.0309822 | val_loss: 0.0313371 | Time: 1053.21 ms [2022-04-11 09:03:16 main:574] : INFO : Epoch 1774 | loss: 0.0309973 | val_loss: 0.0313064 | Time: 1048.89 ms [2022-04-11 09:03:17 main:574] : INFO : Epoch 1775 | loss: 0.0309955 | val_loss: 0.0312954 | Time: 1052.76 ms [2022-04-11 09:03:18 main:574] : INFO : Epoch 1776 | loss: 0.0309764 | val_loss: 0.0313316 | Time: 1047.97 ms [2022-04-11 09:03:19 main:574] : INFO : Epoch 1777 | loss: 0.0309927 | val_loss: 0.0312649 | Time: 1053.94 ms [2022-04-11 09:03:20 main:574] : INFO : Epoch 1778 | loss: 0.031048 | val_loss: 0.0312954 | Time: 1049.61 ms [2022-04-11 09:03:21 main:574] : INFO : Epoch 1779 | loss: 0.0310243 | val_loss: 0.0313104 | Time: 1052.59 ms [2022-04-11 09:03:23 main:574] : INFO : Epoch 1780 | loss: 0.0309951 | val_loss: 0.0313082 | Time: 1046.95 ms [2022-04-11 09:03:24 main:574] : INFO : Epoch 1781 | loss: 0.0309938 | val_loss: 0.0313137 | Time: 1055.04 ms [2022-04-11 09:03:25 main:574] : INFO : Epoch 1782 | loss: 0.0309868 | val_loss: 0.0313375 | Time: 1047.98 ms [2022-04-11 09:03:26 main:574] : INFO : Epoch 1783 | loss: 0.030974 | val_loss: 0.0313187 | Time: 1052.1 ms [2022-04-11 09:03:27 main:574] : INFO : Epoch 1784 | loss: 0.0309734 | val_loss: 0.0312999 | Time: 1049.37 ms [2022-04-11 09:03:28 main:574] : INFO : Epoch 1785 | loss: 0.0309776 | val_loss: 0.0313413 | Time: 1055.23 ms [2022-04-11 09:03:29 main:574] : INFO : Epoch 1786 | loss: 0.0309732 | val_loss: 0.0313242 | Time: 1047.79 ms [2022-04-11 09:03:31 main:574] : INFO : Epoch 1787 | loss: 0.0309731 | val_loss: 0.0313285 | Time: 1053.88 ms [2022-04-11 09:03:32 main:574] : INFO : Epoch 1788 | loss: 0.0309733 | val_loss: 0.0313565 | Time: 1048.09 ms [2022-04-11 09:03:33 main:574] : INFO : Epoch 1789 | loss: 0.0309778 | val_loss: 0.0313292 | Time: 1053.2 ms [2022-04-11 09:03:34 main:574] : INFO : Epoch 1790 | loss: 0.0309819 | val_loss: 0.0313204 | Time: 1047.2 ms [2022-04-11 09:03:35 main:574] : INFO : Epoch 1791 | loss: 0.0309801 | val_loss: 0.031338 | Time: 1052.29 ms [2022-04-11 09:03:36 main:574] : INFO : Epoch 1792 | loss: 0.0309836 | val_loss: 0.0313157 | Time: 1047.37 ms [2022-04-11 09:03:37 main:574] : INFO : Epoch 1793 | loss: 0.0309794 | val_loss: 0.0313257 | Time: 1053.39 ms [2022-04-11 09:03:38 main:574] : INFO : Epoch 1794 | loss: 0.0309811 | val_loss: 0.0313077 | Time: 1049 ms [2022-04-11 09:03:40 main:574] : INFO : Epoch 1795 | loss: 0.0309795 | val_loss: 0.0313439 | Time: 1053.44 ms [2022-04-11 09:03:41 main:574] : INFO : Epoch 1796 | loss: 0.0309799 | val_loss: 0.0313371 | Time: 1047.7 ms [2022-04-11 09:03:42 main:574] : INFO : Epoch 1797 | loss: 0.0309751 | val_loss: 0.0313164 | Time: 1051.48 ms [2022-04-11 09:03:43 main:574] : INFO : Epoch 1798 | loss: 0.0309842 | val_loss: 0.0313173 | Time: 1048.61 ms [2022-04-11 09:03:44 main:574] : INFO : Epoch 1799 | loss: 0.0309673 | val_loss: 0.0313327 | Time: 1051.91 ms [2022-04-11 09:03:45 main:574] : INFO : Epoch 1800 | loss: 0.0309854 | val_loss: 0.0312778 | Time: 1049.29 ms [2022-04-11 09:03:46 main:574] : INFO : Epoch 1801 | loss: 0.0311922 | val_loss: 0.0312137 | Time: 1051.23 ms [2022-04-11 09:03:47 main:574] : INFO : Epoch 1802 | loss: 0.031183 | val_loss: 0.0311981 | Time: 1052.91 ms [2022-04-11 09:03:49 main:574] : INFO : Epoch 1803 | loss: 0.0311677 | val_loss: 0.0311908 | Time: 1048.91 ms [2022-04-11 09:03:50 main:574] : INFO : Epoch 1804 | loss: 0.0311605 | val_loss: 0.0311897 | Time: 1052.29 ms [2022-04-11 09:03:51 main:574] : INFO : Epoch 1805 | loss: 0.0311542 | val_loss: 0.0311917 | Time: 1045.92 ms [2022-04-11 09:03:52 main:574] : INFO : Epoch 1806 | loss: 0.0311485 | val_loss: 0.0311896 | Time: 1054.43 ms [2022-04-11 09:03:53 main:574] : INFO : Epoch 1807 | loss: 0.0311476 | val_loss: 0.0311872 | Time: 1045.47 ms [2022-04-11 09:03:54 main:574] : INFO : Epoch 1808 | loss: 0.0311431 | val_loss: 0.0311909 | Time: 1051.7 ms [2022-04-11 09:03:55 main:574] : INFO : Epoch 1809 | loss: 0.0311359 | val_loss: 0.0311935 | Time: 1048.16 ms [2022-04-11 09:03:57 main:574] : INFO : Epoch 1810 | loss: 0.031134 | val_loss: 0.0311953 | Time: 1051.49 ms [2022-04-11 09:03:58 main:574] : INFO : Epoch 1811 | loss: 0.0311302 | val_loss: 0.0311959 | Time: 1050.35 ms [2022-04-11 09:03:59 main:574] : INFO : Epoch 1812 | loss: 0.0311245 | val_loss: 0.0312041 | Time: 1053.37 ms [2022-04-11 09:04:00 main:574] : INFO : Epoch 1813 | loss: 0.0311198 | val_loss: 0.0312023 | Time: 1048.7 ms [2022-04-11 09:04:01 main:574] : INFO : Epoch 1814 | loss: 0.0311173 | val_loss: 0.0312049 | Time: 1053.6 ms [2022-04-11 09:04:02 main:574] : INFO : Epoch 1815 | loss: 0.0311128 | val_loss: 0.0312102 | Time: 1050.09 ms [2022-04-11 09:04:03 main:574] : INFO : Epoch 1816 | loss: 0.0311111 | val_loss: 0.0312096 | Time: 1053.86 ms [2022-04-11 09:04:05 main:574] : INFO : Epoch 1817 | loss: 0.0311087 | val_loss: 0.0312129 | Time: 1047.99 ms [2022-04-11 09:04:06 main:574] : INFO : Epoch 1818 | loss: 0.0311074 | val_loss: 0.0312119 | Time: 1053.92 ms [2022-04-11 09:04:07 main:574] : INFO : Epoch 1819 | loss: 0.0311062 | val_loss: 0.0312149 | Time: 1046.59 ms [2022-04-11 09:04:08 main:574] : INFO : Epoch 1820 | loss: 0.0311035 | val_loss: 0.0312209 | Time: 1051.75 ms [2022-04-11 09:04:09 main:574] : INFO : Epoch 1821 | loss: 0.0311014 | val_loss: 0.0312152 | Time: 1047.6 ms [2022-04-11 09:04:10 main:574] : INFO : Epoch 1822 | loss: 0.0311006 | val_loss: 0.0312043 | Time: 1054.15 ms [2022-04-11 09:04:11 main:574] : INFO : Epoch 1823 | loss: 0.0310996 | val_loss: 0.0312164 | Time: 1049.95 ms [2022-04-11 09:04:12 main:574] : INFO : Epoch 1824 | loss: 0.0310977 | val_loss: 0.0312154 | Time: 1050.53 ms [2022-04-11 09:04:14 main:574] : INFO : Epoch 1825 | loss: 0.0310957 | val_loss: 0.0312234 | Time: 1047.43 ms [2022-04-11 09:04:15 main:574] : INFO : Epoch 1826 | loss: 0.0310935 | val_loss: 0.0312282 | Time: 1052.05 ms [2022-04-11 09:04:16 main:574] : INFO : Epoch 1827 | loss: 0.0310909 | val_loss: 0.0312185 | Time: 1046.51 ms [2022-04-11 09:04:17 main:574] : INFO : Epoch 1828 | loss: 0.0310916 | val_loss: 0.0312193 | Time: 1054.33 ms [2022-04-11 09:04:18 main:574] : INFO : Epoch 1829 | loss: 0.031092 | val_loss: 0.0312285 | Time: 1050.49 ms [2022-04-11 09:04:19 main:574] : INFO : Epoch 1830 | loss: 0.0310899 | val_loss: 0.0312292 | Time: 1052.66 ms [2022-04-11 09:04:20 main:574] : INFO : Epoch 1831 | loss: 0.0310894 | val_loss: 0.0312349 | Time: 1050.8 ms [2022-04-11 09:04:21 main:574] : INFO : Epoch 1832 | loss: 0.0310934 | val_loss: 0.0312208 | Time: 1053.89 ms [2022-04-11 09:04:23 main:574] : INFO : Epoch 1833 | loss: 0.0310913 | val_loss: 0.0312323 | Time: 1048.38 ms [2022-04-11 09:04:24 main:574] : INFO : Epoch 1834 | loss: 0.0311021 | val_loss: 0.0312259 | Time: 1043.77 ms [2022-04-11 09:04:25 main:574] : INFO : Epoch 1835 | loss: 0.0310953 | val_loss: 0.0312278 | Time: 1046.45 ms [2022-04-11 09:04:26 main:574] : INFO : Epoch 1836 | loss: 0.0310874 | val_loss: 0.0312485 | Time: 1048.06 ms [2022-04-11 09:04:27 main:574] : INFO : Epoch 1837 | loss: 0.0310866 | val_loss: 0.0312278 | Time: 1048.65 ms [2022-04-11 09:04:28 main:574] : INFO : Epoch 1838 | loss: 0.0310846 | val_loss: 0.0312129 | Time: 1053.97 ms [2022-04-11 09:04:29 main:574] : INFO : Epoch 1839 | loss: 0.0310841 | val_loss: 0.0312256 | Time: 1045.22 ms [2022-04-11 09:04:30 main:574] : INFO : Epoch 1840 | loss: 0.0310833 | val_loss: 0.0312317 | Time: 1052.88 ms [2022-04-11 09:04:32 main:574] : INFO : Epoch 1841 | loss: 0.0310816 | val_loss: 0.031233 | Time: 1047.2 ms [2022-04-11 09:04:33 main:574] : INFO : Epoch 1842 | loss: 0.0310787 | val_loss: 0.031228 | Time: 1053.59 ms [2022-04-11 09:04:34 main:574] : INFO : Epoch 1843 | loss: 0.0310765 | val_loss: 0.0312334 | Time: 1045.6 ms [2022-04-11 09:04:35 main:574] : INFO : Epoch 1844 | loss: 0.0310766 | val_loss: 0.031239 | Time: 1050.26 ms [2022-04-11 09:04:36 main:574] : INFO : Epoch 1845 | loss: 0.0310756 | val_loss: 0.0312332 | Time: 1048.5 ms [2022-04-11 09:04:37 main:574] : INFO : Epoch 1846 | loss: 0.0310766 | val_loss: 0.0312279 | Time: 1053.77 ms [2022-04-11 09:04:38 main:574] : INFO : Epoch 1847 | loss: 0.0310764 | val_loss: 0.0312449 | Time: 1050.59 ms [2022-04-11 09:04:39 main:574] : INFO : Epoch 1848 | loss: 0.0310741 | val_loss: 0.0312319 | Time: 1052.01 ms [2022-04-11 09:04:41 main:574] : INFO : Epoch 1849 | loss: 0.0310742 | val_loss: 0.03125 | Time: 1049.46 ms [2022-04-11 09:04:42 main:574] : INFO : Epoch 1850 | loss: 0.0310736 | val_loss: 0.0312266 | Time: 1052.02 ms [2022-04-11 09:04:43 main:574] : INFO : Epoch 1851 | loss: 0.0310717 | val_loss: 0.0312416 | Time: 1046.1 ms [2022-04-11 09:04:44 main:574] : INFO : Epoch 1852 | loss: 0.0310754 | val_loss: 0.0312237 | Time: 1053.11 ms [2022-04-11 09:04:45 main:574] : INFO : Epoch 1853 | loss: 0.0310766 | val_loss: 0.0312436 | Time: 1045.77 ms [2022-04-11 09:04:46 main:574] : INFO : Epoch 1854 | loss: 0.0310731 | val_loss: 0.0312292 | Time: 1054.2 ms [2022-04-11 09:04:47 main:574] : INFO : Epoch 1855 | loss: 0.0310683 | val_loss: 0.0312539 | Time: 1049.34 ms [2022-04-11 09:04:49 main:574] : INFO : Epoch 1856 | loss: 0.0310677 | val_loss: 0.0312431 | Time: 1051.7 ms [2022-04-11 09:04:50 main:574] : INFO : Epoch 1857 | loss: 0.0310705 | val_loss: 0.0312362 | Time: 1046.75 ms [2022-04-11 09:04:51 main:574] : INFO : Epoch 1858 | loss: 0.0310735 | val_loss: 0.0312542 | Time: 1050.73 ms [2022-04-11 09:04:52 main:574] : INFO : Epoch 1859 | loss: 0.0310724 | val_loss: 0.0312403 | Time: 1047.43 ms [2022-04-11 09:04:53 main:574] : INFO : Epoch 1860 | loss: 0.0310695 | val_loss: 0.0312319 | Time: 1050.45 ms [2022-04-11 09:04:54 main:574] : INFO : Epoch 1861 | loss: 0.0310678 | val_loss: 0.0312593 | Time: 1049.81 ms [2022-04-11 09:04:55 main:574] : INFO : Epoch 1862 | loss: 0.0310684 | val_loss: 0.0312399 | Time: 1053.41 ms [2022-04-11 09:04:56 main:574] : INFO : Epoch 1863 | loss: 0.0310661 | val_loss: 0.0312534 | Time: 1049.46 ms [2022-04-11 09:04:58 main:574] : INFO : Epoch 1864 | loss: 0.0310622 | val_loss: 0.0312491 | Time: 1051.88 ms [2022-04-11 09:04:59 main:574] : INFO : Epoch 1865 | loss: 0.031059 | val_loss: 0.0312444 | Time: 1048.13 ms [2022-04-11 09:05:00 main:574] : INFO : Epoch 1866 | loss: 0.0310628 | val_loss: 0.0312586 | Time: 1054.03 ms [2022-04-11 09:05:01 main:574] : INFO : Epoch 1867 | loss: 0.0310648 | val_loss: 0.0312602 | Time: 1047.45 ms [2022-04-11 09:05:02 main:574] : INFO : Epoch 1868 | loss: 0.031064 | val_loss: 0.031236 | Time: 1052.01 ms [2022-04-11 09:05:03 main:574] : INFO : Epoch 1869 | loss: 0.0310682 | val_loss: 0.0312393 | Time: 1047.93 ms [2022-04-11 09:05:04 main:574] : INFO : Epoch 1870 | loss: 0.0310698 | val_loss: 0.0312415 | Time: 1047.72 ms [2022-04-11 09:05:05 main:574] : INFO : Epoch 1871 | loss: 0.031068 | val_loss: 0.0312586 | Time: 1046.97 ms [2022-04-11 09:05:07 main:574] : INFO : Epoch 1872 | loss: 0.0310611 | val_loss: 0.0312365 | Time: 1054.06 ms [2022-04-11 09:05:08 main:574] : INFO : Epoch 1873 | loss: 0.0310639 | val_loss: 0.0312559 | Time: 1049.27 ms [2022-04-11 09:05:09 main:574] : INFO : Epoch 1874 | loss: 0.0310684 | val_loss: 0.0312474 | Time: 1051.85 ms [2022-04-11 09:05:10 main:574] : INFO : Epoch 1875 | loss: 0.0310632 | val_loss: 0.0312602 | Time: 1050.35 ms [2022-04-11 09:05:11 main:574] : INFO : Epoch 1876 | loss: 0.0310615 | val_loss: 0.0312505 | Time: 1051.99 ms [2022-04-11 09:05:12 main:574] : INFO : Epoch 1877 | loss: 0.031065 | val_loss: 0.0312646 | Time: 1048.71 ms [2022-04-11 09:05:13 main:574] : INFO : Epoch 1878 | loss: 0.0310602 | val_loss: 0.0312372 | Time: 1053.45 ms [2022-04-11 09:05:15 main:574] : INFO : Epoch 1879 | loss: 0.0310638 | val_loss: 0.0312644 | Time: 1047.2 ms [2022-04-11 09:05:16 main:574] : INFO : Epoch 1880 | loss: 0.031062 | val_loss: 0.0312558 | Time: 1049.29 ms [2022-04-11 09:05:17 main:574] : INFO : Epoch 1881 | loss: 0.0310581 | val_loss: 0.0312326 | Time: 1046.46 ms [2022-04-11 09:05:18 main:574] : INFO : Epoch 1882 | loss: 0.0310603 | val_loss: 0.0312552 | Time: 1053.08 ms [2022-04-11 09:05:19 main:574] : INFO : Epoch 1883 | loss: 0.0310597 | val_loss: 0.0312549 | Time: 1048.5 ms [2022-04-11 09:05:20 main:574] : INFO : Epoch 1884 | loss: 0.0310601 | val_loss: 0.0312596 | Time: 1051.6 ms [2022-04-11 09:05:21 main:574] : INFO : Epoch 1885 | loss: 0.0310622 | val_loss: 0.0312723 | Time: 1049.15 ms [2022-04-11 09:05:22 main:574] : INFO : Epoch 1886 | loss: 0.0310638 | val_loss: 0.0312446 | Time: 1052.91 ms [2022-04-11 09:05:24 main:574] : INFO : Epoch 1887 | loss: 0.0310567 | val_loss: 0.0312563 | Time: 1049.97 ms [2022-04-11 09:05:25 main:574] : INFO : Epoch 1888 | loss: 0.0310567 | val_loss: 0.0312639 | Time: 1053.71 ms [2022-04-11 09:05:26 main:574] : INFO : Epoch 1889 | loss: 0.0310568 | val_loss: 0.0312368 | Time: 1047.55 ms [2022-04-11 09:05:27 main:574] : INFO : Epoch 1890 | loss: 0.03107 | val_loss: 0.0312607 | Time: 1050.95 ms [2022-04-11 09:05:28 main:574] : INFO : Epoch 1891 | loss: 0.0310646 | val_loss: 0.0312634 | Time: 1048.13 ms [2022-04-11 09:05:29 main:574] : INFO : Epoch 1892 | loss: 0.0310633 | val_loss: 0.0312448 | Time: 1050.91 ms [2022-04-11 09:05:30 main:574] : INFO : Epoch 1893 | loss: 0.0310586 | val_loss: 0.0312564 | Time: 1052.77 ms [2022-04-11 09:05:32 main:574] : INFO : Epoch 1894 | loss: 0.0310626 | val_loss: 0.0312548 | Time: 1048.51 ms [2022-04-11 09:05:33 main:574] : INFO : Epoch 1895 | loss: 0.0310571 | val_loss: 0.0312673 | Time: 1054.81 ms [2022-04-11 09:05:34 main:574] : INFO : Epoch 1896 | loss: 0.0310539 | val_loss: 0.0312736 | Time: 1050.68 ms [2022-04-11 09:05:35 main:574] : INFO : Epoch 1897 | loss: 0.0310552 | val_loss: 0.0312404 | Time: 1053.85 ms [2022-04-11 09:05:36 main:574] : INFO : Epoch 1898 | loss: 0.0310599 | val_loss: 0.0312786 | Time: 1048.59 ms [2022-04-11 09:05:37 main:574] : INFO : Epoch 1899 | loss: 0.0310571 | val_loss: 0.0312651 | Time: 1053.24 ms [2022-04-11 09:05:38 main:574] : INFO : Epoch 1900 | loss: 0.0310534 | val_loss: 0.0312528 | Time: 1048.08 ms [2022-04-11 09:05:39 main:574] : INFO : Epoch 1901 | loss: 0.0310489 | val_loss: 0.0312572 | Time: 1053.18 ms [2022-04-11 09:05:41 main:574] : INFO : Epoch 1902 | loss: 0.0310502 | val_loss: 0.0312387 | Time: 1049.74 ms [2022-04-11 09:05:42 main:574] : INFO : Epoch 1903 | loss: 0.0310562 | val_loss: 0.0312607 | Time: 1055.31 ms [2022-04-11 09:05:43 main:574] : INFO : Epoch 1904 | loss: 0.0310598 | val_loss: 0.0312581 | Time: 1048.84 ms [2022-04-11 09:05:44 main:574] : INFO : Epoch 1905 | loss: 0.0310569 | val_loss: 0.03127 | Time: 1054.93 ms [2022-04-11 09:05:45 main:574] : INFO : Epoch 1906 | loss: 0.0310545 | val_loss: 0.0312614 | Time: 1049.38 ms [2022-04-11 09:05:46 main:574] : INFO : Epoch 1907 | loss: 0.0310507 | val_loss: 0.03126 | Time: 1054.87 ms [2022-04-11 09:05:47 main:574] : INFO : Epoch 1908 | loss: 0.0310552 | val_loss: 0.0312343 | Time: 1048.49 ms [2022-04-11 09:05:48 main:574] : INFO : Epoch 1909 | loss: 0.0310563 | val_loss: 0.0312708 | Time: 1051.39 ms [2022-04-11 09:05:50 main:574] : INFO : Epoch 1910 | loss: 0.0310568 | val_loss: 0.0312703 | Time: 1048.77 ms [2022-04-11 09:05:51 main:574] : INFO : Epoch 1911 | loss: 0.0310549 | val_loss: 0.0312423 | Time: 1055.74 ms [2022-04-11 09:05:52 main:574] : INFO : Epoch 1912 | loss: 0.0310544 | val_loss: 0.0312655 | Time: 1051.38 ms [2022-04-11 09:05:53 main:574] : INFO : Epoch 1913 | loss: 0.0310509 | val_loss: 0.0312471 | Time: 1050.74 ms [2022-04-11 09:05:54 main:574] : INFO : Epoch 1914 | loss: 0.031053 | val_loss: 0.0312432 | Time: 1050.01 ms [2022-04-11 09:05:55 main:574] : INFO : Epoch 1915 | loss: 0.031055 | val_loss: 0.0312394 | Time: 1052.71 ms [2022-04-11 09:05:56 main:574] : INFO : Epoch 1916 | loss: 0.0310487 | val_loss: 0.0312687 | Time: 1049.48 ms [2022-04-11 09:05:57 main:574] : INFO : Epoch 1917 | loss: 0.0310501 | val_loss: 0.0312656 | Time: 1050.86 ms [2022-04-11 09:05:59 main:574] : INFO : Epoch 1918 | loss: 0.0310439 | val_loss: 0.0312721 | Time: 1049.73 ms [2022-04-11 09:06:00 main:574] : INFO : Epoch 1919 | loss: 0.0310453 | val_loss: 0.0312517 | Time: 1055.31 ms [2022-04-11 09:06:01 main:574] : INFO : Epoch 1920 | loss: 0.0310439 | val_loss: 0.031269 | Time: 1049.75 ms [2022-04-11 09:06:02 main:574] : INFO : Epoch 1921 | loss: 0.0310457 | val_loss: 0.0312484 | Time: 1051.33 ms [2022-04-11 09:06:03 main:574] : INFO : Epoch 1922 | loss: 0.0310508 | val_loss: 0.0312873 | Time: 1049.34 ms [2022-04-11 09:06:04 main:574] : INFO : Epoch 1923 | loss: 0.0310428 | val_loss: 0.0312521 | Time: 1054.67 ms [2022-04-11 09:06:05 main:574] : INFO : Epoch 1924 | loss: 0.0310448 | val_loss: 0.031251 | Time: 1049.02 ms [2022-04-11 09:06:07 main:574] : INFO : Epoch 1925 | loss: 0.0310496 | val_loss: 0.0312491 | Time: 1051.1 ms [2022-04-11 09:06:08 main:574] : INFO : Epoch 1926 | loss: 0.031048 | val_loss: 0.0312666 | Time: 1049.1 ms [2022-04-11 09:06:09 main:574] : INFO : Epoch 1927 | loss: 0.0310439 | val_loss: 0.0312832 | Time: 1054.69 ms [2022-04-11 09:06:10 main:574] : INFO : Epoch 1928 | loss: 0.0310483 | val_loss: 0.0312479 | Time: 1050.97 ms [2022-04-11 09:06:11 main:574] : INFO : Epoch 1929 | loss: 0.031048 | val_loss: 0.0312503 | Time: 1051.44 ms [2022-04-11 09:06:12 main:574] : INFO : Epoch 1930 | loss: 0.0310485 | val_loss: 0.0312758 | Time: 1048.25 ms [2022-04-11 09:06:13 main:574] : INFO : Epoch 1931 | loss: 0.0310429 | val_loss: 0.0312648 | Time: 1055.82 ms [2022-04-11 09:06:14 main:574] : INFO : Epoch 1932 | loss: 0.031043 | val_loss: 0.031282 | Time: 1051.48 ms [2022-04-11 09:06:16 main:574] : INFO : Epoch 1933 | loss: 0.031038 | val_loss: 0.0312675 | Time: 1053.13 ms [2022-04-11 09:06:17 main:574] : INFO : Epoch 1934 | loss: 0.0310412 | val_loss: 0.0312483 | Time: 1046.31 ms [2022-04-11 09:06:18 main:574] : INFO : Epoch 1935 | loss: 0.0310525 | val_loss: 0.0312633 | Time: 1053.83 ms [2022-04-11 09:06:19 main:574] : INFO : Epoch 1936 | loss: 0.0310479 | val_loss: 0.0312646 | Time: 1049.59 ms [2022-04-11 09:06:20 main:574] : INFO : Epoch 1937 | loss: 0.0310465 | val_loss: 0.0312573 | Time: 1051.26 ms [2022-04-11 09:06:21 main:574] : INFO : Epoch 1938 | loss: 0.031049 | val_loss: 0.0312456 | Time: 1049.38 ms [2022-04-11 09:06:22 main:574] : INFO : Epoch 1939 | loss: 0.0310483 | val_loss: 0.0312761 | Time: 1052.32 ms [2022-04-11 09:06:24 main:574] : INFO : Epoch 1940 | loss: 0.0310418 | val_loss: 0.0312556 | Time: 1050.44 ms [2022-04-11 09:06:25 main:574] : INFO : Epoch 1941 | loss: 0.0310393 | val_loss: 0.0312522 | Time: 1050.93 ms [2022-04-11 09:06:26 main:574] : INFO : Epoch 1942 | loss: 0.0310448 | val_loss: 0.0312593 | Time: 1049.7 ms [2022-04-11 09:06:27 main:574] : INFO : Epoch 1943 | loss: 0.0310432 | val_loss: 0.0312588 | Time: 1054.58 ms [2022-04-11 09:06:28 main:574] : INFO : Epoch 1944 | loss: 0.0310516 | val_loss: 0.0312743 | Time: 1049.81 ms [2022-04-11 09:06:29 main:574] : INFO : Epoch 1945 | loss: 0.031045 | val_loss: 0.0312765 | Time: 1053.85 ms [2022-04-11 09:06:30 main:574] : INFO : Epoch 1946 | loss: 0.0310457 | val_loss: 0.0312564 | Time: 1049.99 ms [2022-04-11 09:06:31 main:574] : INFO : Epoch 1947 | loss: 0.0310383 | val_loss: 0.0312537 | Time: 1054.53 ms [2022-04-11 09:06:33 main:574] : INFO : Epoch 1948 | loss: 0.0310442 | val_loss: 0.0312697 | Time: 1048.16 ms [2022-04-11 09:06:34 main:574] : INFO : Epoch 1949 | loss: 0.0310424 | val_loss: 0.0312602 | Time: 1054.38 ms [2022-04-11 09:06:35 main:574] : INFO : Epoch 1950 | loss: 0.031039 | val_loss: 0.0312792 | Time: 1047.42 ms [2022-04-11 09:06:36 main:574] : INFO : Epoch 1951 | loss: 0.0310401 | val_loss: 0.0312887 | Time: 1052.46 ms [2022-04-11 09:06:37 main:574] : INFO : Epoch 1952 | loss: 0.0310465 | val_loss: 0.0312252 | Time: 1052.86 ms [2022-04-11 09:06:38 main:574] : INFO : Epoch 1953 | loss: 0.0310549 | val_loss: 0.0312667 | Time: 1052.51 ms [2022-04-11 09:06:39 main:574] : INFO : Epoch 1954 | loss: 0.0310481 | val_loss: 0.03128 | Time: 1048.18 ms [2022-04-11 09:06:41 main:574] : INFO : Epoch 1955 | loss: 0.0310356 | val_loss: 0.0312563 | Time: 1052.88 ms [2022-04-11 09:06:42 main:574] : INFO : Epoch 1956 | loss: 0.0310432 | val_loss: 0.0312468 | Time: 1047.82 ms [2022-04-11 09:06:43 main:574] : INFO : Epoch 1957 | loss: 0.0310381 | val_loss: 0.0312729 | Time: 1052.14 ms [2022-04-11 09:06:44 main:574] : INFO : Epoch 1958 | loss: 0.0310436 | val_loss: 0.031277 | Time: 1049.14 ms [2022-04-11 09:06:45 main:574] : INFO : Epoch 1959 | loss: 0.0310384 | val_loss: 0.0312788 | Time: 1051.86 ms [2022-04-11 09:06:46 main:574] : INFO : Epoch 1960 | loss: 0.0310412 | val_loss: 0.0312505 | Time: 1051.38 ms [2022-04-11 09:06:47 main:574] : INFO : Epoch 1961 | loss: 0.0310395 | val_loss: 0.0312428 | Time: 1049.22 ms [2022-04-11 09:06:48 main:574] : INFO : Epoch 1962 | loss: 0.031048 | val_loss: 0.031282 | Time: 1051.88 ms [2022-04-11 09:06:50 main:574] : INFO : Epoch 1963 | loss: 0.0310552 | val_loss: 0.0312497 | Time: 1050.19 ms [2022-04-11 09:06:51 main:574] : INFO : Epoch 1964 | loss: 0.0310497 | val_loss: 0.0312426 | Time: 1052.86 ms [2022-04-11 09:06:52 main:574] : INFO : Epoch 1965 | loss: 0.0310383 | val_loss: 0.0312512 | Time: 1050.78 ms [2022-04-11 09:06:53 main:574] : INFO : Epoch 1966 | loss: 0.0310368 | val_loss: 0.0312798 | Time: 1054.7 ms [2022-04-11 09:06:54 main:574] : INFO : Epoch 1967 | loss: 0.0310464 | val_loss: 0.0312617 | Time: 1048.9 ms [2022-04-11 09:06:55 main:574] : INFO : Epoch 1968 | loss: 0.0310402 | val_loss: 0.0312978 | Time: 1055.18 ms [2022-04-11 09:06:56 main:574] : INFO : Epoch 1969 | loss: 0.0310395 | val_loss: 0.0312516 | Time: 1051.75 ms [2022-04-11 09:06:57 main:574] : INFO : Epoch 1970 | loss: 0.0310436 | val_loss: 0.0312806 | Time: 1049.48 ms [2022-04-11 09:06:59 main:574] : INFO : Epoch 1971 | loss: 0.0310388 | val_loss: 0.0312563 | Time: 1051.53 ms [2022-04-11 09:07:00 main:574] : INFO : Epoch 1972 | loss: 0.0310409 | val_loss: 0.0312787 | Time: 1052.8 ms [2022-04-11 09:07:01 main:574] : INFO : Epoch 1973 | loss: 0.0310438 | val_loss: 0.0312454 | Time: 1050.12 ms [2022-04-11 09:07:02 main:574] : INFO : Epoch 1974 | loss: 0.0310415 | val_loss: 0.0312682 | Time: 1051.67 ms [2022-04-11 09:07:03 main:574] : INFO : Epoch 1975 | loss: 0.0310421 | val_loss: 0.0312715 | Time: 1046.84 ms [2022-04-11 09:07:04 main:574] : INFO : Epoch 1976 | loss: 0.0310489 | val_loss: 0.0312586 | Time: 1051.09 ms [2022-04-11 09:07:05 main:574] : INFO : Epoch 1977 | loss: 0.0310409 | val_loss: 0.0312589 | Time: 1047.95 ms [2022-04-11 09:07:07 main:574] : INFO : Epoch 1978 | loss: 0.0310473 | val_loss: 0.0312553 | Time: 1053.36 ms [2022-04-11 09:07:08 main:574] : INFO : Epoch 1979 | loss: 0.0310555 | val_loss: 0.0312679 | Time: 1051.19 ms [2022-04-11 09:07:09 main:574] : INFO : Epoch 1980 | loss: 0.0310383 | val_loss: 0.0312841 | Time: 1053.17 ms [2022-04-11 09:07:10 main:574] : INFO : Epoch 1981 | loss: 0.0310372 | val_loss: 0.0312688 | Time: 1048.71 ms [2022-04-11 09:07:11 main:574] : INFO : Epoch 1982 | loss: 0.0310417 | val_loss: 0.0312808 | Time: 1053.1 ms [2022-04-11 09:07:12 main:574] : INFO : Epoch 1983 | loss: 0.0310386 | val_loss: 0.0312641 | Time: 1047.68 ms [2022-04-11 09:07:13 main:574] : INFO : Epoch 1984 | loss: 0.0310381 | val_loss: 0.0312424 | Time: 1051.65 ms [2022-04-11 09:07:14 main:574] : INFO : Epoch 1985 | loss: 0.0310366 | val_loss: 0.0312835 | Time: 1047.12 ms [2022-04-11 09:07:16 main:574] : INFO : Epoch 1986 | loss: 0.0310343 | val_loss: 0.0312517 | Time: 1053.99 ms [2022-04-11 09:07:17 main:574] : INFO : Epoch 1987 | loss: 0.0310329 | val_loss: 0.0312813 | Time: 1044.94 ms [2022-04-11 09:07:18 main:574] : INFO : Epoch 1988 | loss: 0.0310346 | val_loss: 0.0312863 | Time: 1052.56 ms [2022-04-11 09:07:19 main:574] : INFO : Epoch 1989 | loss: 0.0310327 | val_loss: 0.0312653 | Time: 1049.17 ms [2022-04-11 09:07:20 main:574] : INFO : Epoch 1990 | loss: 0.0310318 | val_loss: 0.0312638 | Time: 1055.69 ms [2022-04-11 09:07:21 main:574] : INFO : Epoch 1991 | loss: 0.0310524 | val_loss: 0.0312794 | Time: 1050.49 ms [2022-04-11 09:07:22 main:574] : INFO : Epoch 1992 | loss: 0.0310541 | val_loss: 0.0312539 | Time: 1053.05 ms [2022-04-11 09:07:24 main:574] : INFO : Epoch 1993 | loss: 0.031039 | val_loss: 0.0312714 | Time: 1048.69 ms [2022-04-11 09:07:25 main:574] : INFO : Epoch 1994 | loss: 0.0310312 | val_loss: 0.0312519 | Time: 1054.71 ms [2022-04-11 09:07:26 main:574] : INFO : Epoch 1995 | loss: 0.0310317 | val_loss: 0.0312645 | Time: 1053.96 ms [2022-04-11 09:07:27 main:574] : INFO : Epoch 1996 | loss: 0.0310381 | val_loss: 0.0312931 | Time: 1053.53 ms [2022-04-11 09:07:28 main:574] : INFO : Epoch 1997 | loss: 0.0310417 | val_loss: 0.0313211 | Time: 1047.76 ms [2022-04-11 09:07:29 main:574] : INFO : Epoch 1998 | loss: 0.0310425 | val_loss: 0.0312743 | Time: 1054.06 ms [2022-04-11 09:07:30 main:574] : INFO : Epoch 1999 | loss: 0.0310372 | val_loss: 0.031274 | Time: 1048.15 ms [2022-04-11 09:07:31 main:574] : INFO : Epoch 2000 | loss: 0.0310394 | val_loss: 0.0312623 | Time: 1052.06 ms [2022-04-11 09:07:33 main:574] : INFO : Epoch 2001 | loss: 0.0310424 | val_loss: 0.0312604 | Time: 1046.68 ms [2022-04-11 09:07:34 main:574] : INFO : Epoch 2002 | loss: 0.0310387 | val_loss: 0.0312926 | Time: 1054.81 ms [2022-04-11 09:07:35 main:574] : INFO : Epoch 2003 | loss: 0.0310365 | val_loss: 0.0312674 | Time: 1046.11 ms [2022-04-11 09:07:36 main:574] : INFO : Epoch 2004 | loss: 0.0310361 | val_loss: 0.0312462 | Time: 1053.51 ms [2022-04-11 09:07:37 main:574] : INFO : Epoch 2005 | loss: 0.0310348 | val_loss: 0.0312761 | Time: 1050.18 ms [2022-04-11 09:07:38 main:574] : INFO : Epoch 2006 | loss: 0.0310326 | val_loss: 0.0312708 | Time: 1049.1 ms [2022-04-11 09:07:39 main:574] : INFO : Epoch 2007 | loss: 0.0310338 | val_loss: 0.0312923 | Time: 1056.02 ms [2022-04-11 09:07:40 main:574] : INFO : Epoch 2008 | loss: 0.0310445 | val_loss: 0.0312962 | Time: 1048.84 ms [2022-04-11 09:07:42 main:574] : INFO : Epoch 2009 | loss: 0.0310392 | val_loss: 0.0312815 | Time: 1054.56 ms [2022-04-11 09:07:43 main:574] : INFO : Epoch 2010 | loss: 0.031037 | val_loss: 0.0312753 | Time: 1047.17 ms [2022-04-11 09:07:44 main:574] : INFO : Epoch 2011 | loss: 0.0310346 | val_loss: 0.0312629 | Time: 1046.19 ms [2022-04-11 09:07:45 main:574] : INFO : Epoch 2012 | loss: 0.0310327 | val_loss: 0.0313012 | Time: 1050.98 ms [2022-04-11 09:07:46 main:574] : INFO : Epoch 2013 | loss: 0.0310311 | val_loss: 0.031256 | Time: 1053.39 ms [2022-04-11 09:07:47 main:574] : INFO : Epoch 2014 | loss: 0.0310348 | val_loss: 0.031283 | Time: 1049.67 ms [2022-04-11 09:07:48 main:574] : INFO : Epoch 2015 | loss: 0.0310609 | val_loss: 0.0312485 | Time: 1053.23 ms [2022-04-11 09:07:49 main:574] : INFO : Epoch 2016 | loss: 0.0310612 | val_loss: 0.0312508 | Time: 1048.53 ms [2022-04-11 09:07:51 main:574] : INFO : Epoch 2017 | loss: 0.0310521 | val_loss: 0.0312838 | Time: 1053.87 ms [2022-04-11 09:07:52 main:574] : INFO : Epoch 2018 | loss: 0.0310343 | val_loss: 0.0312517 | Time: 1048.58 ms [2022-04-11 09:07:53 main:574] : INFO : Epoch 2019 | loss: 0.031028 | val_loss: 0.0312901 | Time: 1050.52 ms [2022-04-11 09:07:54 main:574] : INFO : Epoch 2020 | loss: 0.0310313 | val_loss: 0.0312901 | Time: 1050.25 ms [2022-04-11 09:07:55 main:574] : INFO : Epoch 2021 | loss: 0.0310343 | val_loss: 0.031282 | Time: 1051.62 ms [2022-04-11 09:07:56 main:574] : INFO : Epoch 2022 | loss: 0.0310386 | val_loss: 0.0312587 | Time: 1048.95 ms [2022-04-11 09:07:57 main:574] : INFO : Epoch 2023 | loss: 0.0310473 | val_loss: 0.0312488 | Time: 1052.65 ms [2022-04-11 09:07:58 main:574] : INFO : Epoch 2024 | loss: 0.0310389 | val_loss: 0.0312737 | Time: 1046.59 ms [2022-04-11 09:08:00 main:574] : INFO : Epoch 2025 | loss: 0.0310312 | val_loss: 0.0312515 | Time: 1047.3 ms [2022-04-11 09:08:01 main:574] : INFO : Epoch 2026 | loss: 0.0310329 | val_loss: 0.0312768 | Time: 1053.2 ms [2022-04-11 09:08:02 main:574] : INFO : Epoch 2027 | loss: 0.0310343 | val_loss: 0.0312774 | Time: 1047.14 ms [2022-04-11 09:08:03 main:574] : INFO : Epoch 2028 | loss: 0.031036 | val_loss: 0.0312763 | Time: 1051.19 ms [2022-04-11 09:08:04 main:574] : INFO : Epoch 2029 | loss: 0.031043 | val_loss: 0.0312545 | Time: 1051.42 ms [2022-04-11 09:08:05 main:574] : INFO : Epoch 2030 | loss: 0.0310446 | val_loss: 0.0312797 | Time: 1049.29 ms [2022-04-11 09:08:06 main:574] : INFO : Epoch 2031 | loss: 0.0310473 | val_loss: 0.0312823 | Time: 1052.06 ms [2022-04-11 09:08:08 main:574] : INFO : Epoch 2032 | loss: 0.0310406 | val_loss: 0.031286 | Time: 1042.93 ms [2022-04-11 09:08:09 main:574] : INFO : Epoch 2033 | loss: 0.031038 | val_loss: 0.0312749 | Time: 1054.07 ms [2022-04-11 09:08:10 main:574] : INFO : Epoch 2034 | loss: 0.0310341 | val_loss: 0.0312954 | Time: 1049.58 ms [2022-04-11 09:08:11 main:574] : INFO : Epoch 2035 | loss: 0.0310419 | val_loss: 0.0312471 | Time: 1052.01 ms [2022-04-11 09:08:12 main:574] : INFO : Epoch 2036 | loss: 0.0310348 | val_loss: 0.0312675 | Time: 1049.94 ms [2022-04-11 09:08:13 main:574] : INFO : Epoch 2037 | loss: 0.0310314 | val_loss: 0.0312754 | Time: 1052.47 ms [2022-04-11 09:08:14 main:574] : INFO : Epoch 2038 | loss: 0.0310366 | val_loss: 0.0312435 | Time: 1048.27 ms [2022-04-11 09:08:15 main:574] : INFO : Epoch 2039 | loss: 0.0310353 | val_loss: 0.0312501 | Time: 1048.15 ms [2022-04-11 09:08:17 main:574] : INFO : Epoch 2040 | loss: 0.031035 | val_loss: 0.0312871 | Time: 1048.6 ms [2022-04-11 09:08:18 main:574] : INFO : Epoch 2041 | loss: 0.0310487 | val_loss: 0.0312839 | Time: 1050.46 ms [2022-04-11 09:08:19 main:574] : INFO : Epoch 2042 | loss: 0.031043 | val_loss: 0.0312991 | Time: 1052.73 ms [2022-04-11 09:08:20 main:574] : INFO : Epoch 2043 | loss: 0.0310357 | val_loss: 0.0312485 | Time: 1049.1 ms [2022-04-11 09:08:21 main:574] : INFO : Epoch 2044 | loss: 0.0310336 | val_loss: 0.0312677 | Time: 1050.17 ms [2022-04-11 09:08:22 main:574] : INFO : Epoch 2045 | loss: 0.0310393 | val_loss: 0.0312959 | Time: 1049.35 ms [2022-04-11 09:08:23 main:574] : INFO : Epoch 2046 | loss: 0.0310331 | val_loss: 0.0312519 | Time: 1053.68 ms [2022-04-11 09:08:24 main:574] : INFO : Epoch 2047 | loss: 0.0310392 | val_loss: 0.0312482 | Time: 1047.83 ms [2022-04-11 09:08:26 main:574] : INFO : Epoch 2048 | loss: 0.0310374 | val_loss: 0.0312774 | Time: 1054.51 ms [2022-04-11 09:08:26 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312774 [2022-04-11 09:08:26 main:603] : INFO : Saving end state to config to file [2022-04-11 09:08:26 main:608] : INFO : Success, exiting.. 09:08:26 (7884): 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)