Task 7745097
| Name | ParityModified-1631730017-9467-2_3 |
| Workunit | 5216143 |
| Created | 1 Oct 2021, 14:15:00 UTC |
| Sent | 1 Oct 2021, 23:40:16 UTC |
| Report deadline | 8 Oct 2021, 23:40:16 UTC |
| Received | 2 Oct 2021, 5:11:13 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15189 |
| Run time | 47 min 29 sec |
| CPU time | 47 min |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,041.25 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.09 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 1376.88 ms [2021-10-01 21:58:57 main:574] : INFO : Epoch 1544 | loss: 0.0311767 | val_loss: 0.0311863 | Time: 1377.52 ms [2021-10-01 21:58:59 main:574] : INFO : Epoch 1545 | loss: 0.0311732 | val_loss: 0.0311869 | Time: 1374.31 ms [2021-10-01 21:59:00 main:574] : INFO : Epoch 1546 | loss: 0.0311741 | val_loss: 0.0311847 | Time: 1392.83 ms [2021-10-01 21:59:02 main:574] : INFO : Epoch 1547 | loss: 0.0311701 | val_loss: 0.0311826 | Time: 1376.83 ms [2021-10-01 21:59:03 main:574] : INFO : Epoch 1548 | loss: 0.0311744 | val_loss: 0.0311827 | Time: 1380.47 ms [2021-10-01 21:59:04 main:574] : INFO : Epoch 1549 | loss: 0.0311715 | val_loss: 0.031183 | Time: 1385.88 ms [2021-10-01 21:59:06 main:574] : INFO : Epoch 1550 | loss: 0.0311701 | val_loss: 0.0311851 | Time: 1381.64 ms [2021-10-01 21:59:07 main:574] : INFO : Epoch 1551 | loss: 0.0311706 | val_loss: 0.0311812 | Time: 1376.93 ms [2021-10-01 21:59:09 main:574] : INFO : Epoch 1552 | loss: 0.0311685 | val_loss: 0.0311843 | Time: 1378.63 ms [2021-10-01 21:59:10 main:574] : INFO : Epoch 1553 | loss: 0.0311669 | val_loss: 0.0311791 | Time: 1388.82 ms [2021-10-01 21:59:11 main:574] : INFO : Epoch 1554 | loss: 0.0311661 | val_loss: 0.0311808 | Time: 1373.29 ms [2021-10-01 21:59:13 main:574] : INFO : Epoch 1555 | loss: 0.0311653 | val_loss: 0.0311804 | Time: 1426.48 ms [2021-10-01 21:59:14 main:574] : INFO : Epoch 1556 | loss: 0.0311658 | val_loss: 0.0311828 | Time: 1388.43 ms [2021-10-01 21:59:15 main:574] : INFO : Epoch 1557 | loss: 0.0311667 | val_loss: 0.0311859 | Time: 1378.19 ms [2021-10-01 21:59:17 main:574] : INFO : Epoch 1558 | loss: 0.0311676 | val_loss: 0.031191 | Time: 1373.82 ms [2021-10-01 21:59:18 main:574] : INFO : Epoch 1559 | loss: 0.031169 | val_loss: 0.0311848 | Time: 1388.15 ms [2021-10-01 21:59:20 main:574] : INFO : Epoch 1560 | loss: 0.0311668 | val_loss: 0.0311848 | Time: 1383.96 ms [2021-10-01 21:59:21 main:574] : INFO : Epoch 1561 | loss: 0.0311666 | val_loss: 0.031191 | Time: 1383.57 ms [2021-10-01 21:59:22 main:574] : INFO : Epoch 1562 | loss: 0.0311685 | val_loss: 0.0311875 | Time: 1378.95 ms [2021-10-01 21:59:24 main:574] : INFO : Epoch 1563 | loss: 0.031167 | val_loss: 0.0311851 | Time: 1381.37 ms [2021-10-01 21:59:25 main:574] : INFO : Epoch 1564 | loss: 0.031166 | val_loss: 0.0311823 | Time: 1376.35 ms [2021-10-01 21:59:27 main:574] : INFO : Epoch 1565 | loss: 0.0311666 | val_loss: 0.0311861 | Time: 1377.97 ms [2021-10-01 21:59:28 main:574] : INFO : Epoch 1566 | loss: 0.0311637 | val_loss: 0.0311821 | Time: 1377.18 ms [2021-10-01 21:59:29 main:574] : INFO : Epoch 1567 | loss: 0.0311634 | val_loss: 0.0311857 | Time: 1379.32 ms [2021-10-01 21:59:31 main:574] : INFO : Epoch 1568 | loss: 0.0311631 | val_loss: 0.0311838 | Time: 1389.43 ms [2021-10-01 21:59:32 main:574] : INFO : Epoch 1569 | loss: 0.0311623 | val_loss: 0.0311836 | Time: 1374.2 ms [2021-10-01 21:59:33 main:574] : INFO : Epoch 1570 | loss: 0.031163 | val_loss: 0.0311827 | Time: 1376.01 ms [2021-10-01 21:59:35 main:574] : INFO : Epoch 1571 | loss: 0.0311621 | val_loss: 0.031184 | Time: 1385.17 ms [2021-10-01 21:59:36 main:574] : INFO : Epoch 1572 | loss: 0.0311623 | val_loss: 0.031182 | Time: 1394.47 ms [2021-10-01 21:59:38 main:574] : INFO : Epoch 1573 | loss: 0.0311619 | val_loss: 0.0311833 | Time: 1384.74 ms [2021-10-01 21:59:39 main:574] : INFO : Epoch 1574 | loss: 0.0311615 | val_loss: 0.0311841 | Time: 1412.97 ms [2021-10-01 21:59:40 main:574] : INFO : Epoch 1575 | loss: 0.0311614 | val_loss: 0.0311978 | Time: 1383.54 ms [2021-10-01 21:59:42 main:574] : INFO : Epoch 1576 | loss: 0.0311621 | val_loss: 0.0311821 | Time: 1373.36 ms [2021-10-01 21:59:43 main:574] : INFO : Epoch 1577 | loss: 0.0311626 | val_loss: 0.0311846 | Time: 1371.32 ms [2021-10-01 21:59:45 main:574] : INFO : Epoch 1578 | loss: 0.0311651 | val_loss: 0.0311833 | Time: 1376.98 ms [2021-10-01 21:59:46 main:574] : INFO : Epoch 1579 | loss: 0.0311607 | val_loss: 0.0311822 | Time: 1382.03 ms [2021-10-01 21:59:47 main:574] : INFO : Epoch 1580 | loss: 0.0311627 | val_loss: 0.0311803 | Time: 1371.11 ms [2021-10-01 21:59:49 main:574] : INFO : Epoch 1581 | loss: 0.0311617 | val_loss: 0.0311878 | Time: 1380.67 ms [2021-10-01 21:59:50 main:574] : INFO : Epoch 1582 | loss: 0.0311638 | val_loss: 0.0311859 | Time: 1388.34 ms [2021-10-01 21:59:51 main:574] : INFO : Epoch 1583 | loss: 0.0311619 | val_loss: 0.0311809 | Time: 1381.7 ms [2021-10-01 21:59:53 main:574] : INFO : Epoch 1584 | loss: 0.0311647 | val_loss: 0.0311994 | Time: 1385.56 ms [2021-10-01 21:59:54 main:574] : INFO : Epoch 1585 | loss: 0.0311906 | val_loss: 0.0312587 | Time: 1379.7 ms [2021-10-01 21:59:56 main:574] : INFO : Epoch 1586 | loss: 0.0369233 | val_loss: 0.0382902 | Time: 1373.58 ms [2021-10-01 21:59:57 main:574] : INFO : Epoch 1587 | loss: 0.0363511 | val_loss: 0.0316702 | Time: 1372.97 ms [2021-10-01 21:59:58 main:574] : INFO : Epoch 1588 | loss: 0.0320401 | val_loss: 0.0315521 | Time: 1374.88 ms [2021-10-01 22:00:00 main:574] : INFO : Epoch 1589 | loss: 0.0313453 | val_loss: 0.0312775 | Time: 1406.44 ms [2021-10-01 22:00:01 main:574] : INFO : Epoch 1590 | loss: 0.0312646 | val_loss: 0.0312554 | Time: 1378.24 ms [2021-10-01 22:00:03 main:574] : INFO : Epoch 1591 | loss: 0.0312529 | val_loss: 0.0312511 | Time: 1403.67 ms [2021-10-01 22:00:04 main:574] : INFO : Epoch 1592 | loss: 0.031251 | val_loss: 0.0312504 | Time: 1382.23 ms [2021-10-01 22:00:05 main:574] : INFO : Epoch 1593 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1390.11 ms [2021-10-01 22:00:07 main:574] : INFO : Epoch 1594 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1389.02 ms [2021-10-01 22:00:08 main:574] : INFO : Epoch 1595 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1388.77 ms [2021-10-01 22:00:10 main:574] : INFO : Epoch 1596 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1375.32 ms [2021-10-01 22:00:11 main:574] : INFO : Epoch 1597 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1378.75 ms [2021-10-01 22:00:12 main:574] : INFO : Epoch 1598 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1380.1 ms [2021-10-01 22:00:14 main:574] : INFO : Epoch 1599 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 1413.16 ms [2021-10-01 22:00:15 main:574] : INFO : Epoch 1600 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1380.86 ms [2021-10-01 22:00:16 main:574] : INFO : Epoch 1601 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 1385.13 ms [2021-10-01 22:00:18 main:574] : INFO : Epoch 1602 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 1375.94 ms [2021-10-01 22:00:19 main:574] : INFO : Epoch 1603 | loss: 0.0312486 | val_loss: 0.0312484 | Time: 1391.23 ms [2021-10-01 22:00:21 main:574] : INFO : Epoch 1604 | loss: 0.0312483 | val_loss: 0.0312476 | Time: 1384 ms [2021-10-01 22:00:22 main:574] : INFO : Epoch 1605 | loss: 0.0312481 | val_loss: 0.0312473 | Time: 1370.98 ms [2021-10-01 22:00:23 main:574] : INFO : Epoch 1606 | loss: 0.0312471 | val_loss: 0.0312459 | Time: 1382.63 ms [2021-10-01 22:00:25 main:574] : INFO : Epoch 1607 | loss: 0.0312458 | val_loss: 0.0312453 | Time: 1384.96 ms [2021-10-01 22:00:26 main:574] : INFO : Epoch 1608 | loss: 0.0312446 | val_loss: 0.0312437 | Time: 1388.41 ms [2021-10-01 22:00:28 main:574] : INFO : Epoch 1609 | loss: 0.0312435 | val_loss: 0.0312425 | Time: 1372.86 ms [2021-10-01 22:00:29 main:574] : INFO : Epoch 1610 | loss: 0.0312419 | val_loss: 0.0312409 | Time: 1383.7 ms [2021-10-01 22:00:30 main:574] : INFO : Epoch 1611 | loss: 0.0312409 | val_loss: 0.0312393 | Time: 1392.97 ms [2021-10-01 22:00:32 main:574] : INFO : Epoch 1612 | loss: 0.0312389 | val_loss: 0.031239 | Time: 1381.54 ms [2021-10-01 22:00:33 main:574] : INFO : Epoch 1613 | loss: 0.0312372 | val_loss: 0.0312346 | Time: 1386.48 ms [2021-10-01 22:00:34 main:574] : INFO : Epoch 1614 | loss: 0.0312339 | val_loss: 0.0312346 | Time: 1379.33 ms [2021-10-01 22:00:36 main:574] : INFO : Epoch 1615 | loss: 0.031232 | val_loss: 0.03123 | Time: 1383.12 ms [2021-10-01 22:00:37 main:574] : INFO : Epoch 1616 | loss: 0.0312287 | val_loss: 0.0312275 | Time: 1373.54 ms [2021-10-01 22:00:39 main:574] : INFO : Epoch 1617 | loss: 0.031226 | val_loss: 0.0312249 | Time: 1385.58 ms [2021-10-01 22:00:40 main:574] : INFO : Epoch 1618 | loss: 0.0312242 | val_loss: 0.0312226 | Time: 1378.08 ms [2021-10-01 22:00:41 main:574] : INFO : Epoch 1619 | loss: 0.0312233 | val_loss: 0.031221 | Time: 1389.36 ms [2021-10-01 22:00:43 main:574] : INFO : Epoch 1620 | loss: 0.0312207 | val_loss: 0.0312209 | Time: 1383.31 ms [2021-10-01 22:00:44 main:574] : INFO : Epoch 1621 | loss: 0.0312209 | val_loss: 0.0312191 | Time: 1380.1 ms [2021-10-01 22:00:46 main:574] : INFO : Epoch 1622 | loss: 0.0312185 | val_loss: 0.0312159 | Time: 1370.04 ms [2021-10-01 22:00:47 main:574] : INFO : Epoch 1623 | loss: 0.0312165 | val_loss: 0.031218 | Time: 1373.82 ms [2021-10-01 22:00:48 main:574] : INFO : Epoch 1624 | loss: 0.0312153 | val_loss: 0.0312204 | Time: 1377.65 ms [2021-10-01 22:00:50 main:574] : INFO : Epoch 1625 | loss: 0.0312145 | val_loss: 0.0312148 | Time: 1371.31 ms [2021-10-01 22:00:51 main:574] : INFO : Epoch 1626 | loss: 0.0312124 | val_loss: 0.0312098 | Time: 1383.47 ms [2021-10-01 22:00:52 main:574] : INFO : Epoch 1627 | loss: 0.03121 | val_loss: 0.0312081 | Time: 1384.03 ms [2021-10-01 22:00:54 main:574] : INFO : Epoch 1628 | loss: 0.0312121 | val_loss: 0.031214 | Time: 1377.43 ms [2021-10-01 22:00:55 main:574] : INFO : Epoch 1629 | loss: 0.0312085 | val_loss: 0.0312064 | Time: 1382.03 ms [2021-10-01 22:00:57 main:574] : INFO : Epoch 1630 | loss: 0.0312047 | val_loss: 0.0312049 | Time: 1409.18 ms [2021-10-01 22:00:58 main:574] : INFO : Epoch 1631 | loss: 0.0312097 | val_loss: 0.0312019 | Time: 1377.94 ms [2021-10-01 22:00:59 main:574] : INFO : Epoch 1632 | loss: 0.0312022 | val_loss: 0.0312074 | Time: 1381.08 ms [2021-10-01 22:01:01 main:574] : INFO : Epoch 1633 | loss: 0.031199 | val_loss: 0.0311946 | Time: 1377.62 ms [2021-10-01 22:01:02 main:574] : INFO : Epoch 1634 | loss: 0.0311941 | val_loss: 0.0311935 | Time: 1377.4 ms [2021-10-01 22:01:04 main:574] : INFO : Epoch 1635 | loss: 0.0311929 | val_loss: 0.0311942 | Time: 1379.19 ms [2021-10-01 22:01:05 main:574] : INFO : Epoch 1636 | loss: 0.0311944 | val_loss: 0.0311922 | Time: 1373.12 ms [2021-10-01 22:01:06 main:574] : INFO : Epoch 1637 | loss: 0.0311915 | val_loss: 0.0311896 | Time: 1385.01 ms [2021-10-01 22:01:08 main:574] : INFO : Epoch 1638 | loss: 0.0311871 | val_loss: 0.0311931 | Time: 1386.51 ms [2021-10-01 22:01:09 main:574] : INFO : Epoch 1639 | loss: 0.031188 | val_loss: 0.0312007 | Time: 1385.89 ms [2021-10-01 22:01:10 main:574] : INFO : Epoch 1640 | loss: 0.031189 | val_loss: 0.031186 | Time: 1386.16 ms [2021-10-01 22:01:12 main:574] : INFO : Epoch 1641 | loss: 0.0311899 | val_loss: 0.0311854 | Time: 1378.16 ms [2021-10-01 22:01:13 main:574] : INFO : Epoch 1642 | loss: 0.0311841 | val_loss: 0.031193 | Time: 1436.96 ms [2021-10-01 22:01:15 main:574] : INFO : Epoch 1643 | loss: 0.0311875 | val_loss: 0.0311869 | Time: 1374.95 ms [2021-10-01 22:01:16 main:574] : INFO : Epoch 1644 | loss: 0.0311837 | val_loss: 0.0311842 | Time: 1373.4 ms [2021-10-01 22:01:17 main:574] : INFO : Epoch 1645 | loss: 0.0311809 | val_loss: 0.0311824 | Time: 1381.26 ms [2021-10-01 22:01:19 main:574] : INFO : Epoch 1646 | loss: 0.0311805 | val_loss: 0.0311801 | Time: 1381.26 ms [2021-10-01 22:01:20 main:574] : INFO : Epoch 1647 | loss: 0.0311796 | val_loss: 0.0311847 | Time: 1383.26 ms [2021-10-01 22:01:22 main:574] : INFO : Epoch 1648 | loss: 0.0311793 | val_loss: 0.0311812 | Time: 1386.1 ms [2021-10-01 22:01:23 main:574] : INFO : Epoch 1649 | loss: 0.0311791 | val_loss: 0.0311796 | Time: 1373.69 ms [2021-10-01 22:01:24 main:574] : INFO : Epoch 1650 | loss: 0.0311783 | val_loss: 0.0311776 | Time: 1384.48 ms [2021-10-01 22:01:26 main:574] : INFO : Epoch 1651 | loss: 0.0311777 | val_loss: 0.0311769 | Time: 1373.4 ms [2021-10-01 22:01:27 main:574] : INFO : Epoch 1652 | loss: 0.0311773 | val_loss: 0.0311751 | Time: 1387.71 ms [2021-10-01 22:01:29 main:574] : INFO : Epoch 1653 | loss: 0.0311782 | val_loss: 0.0311811 | Time: 1404.33 ms [2021-10-01 22:01:30 main:574] : INFO : Epoch 1654 | loss: 0.0311776 | val_loss: 0.0311767 | Time: 1381.21 ms [2021-10-01 22:01:31 main:574] : INFO : Epoch 1655 | loss: 0.0311818 | val_loss: 0.0311778 | Time: 1380.41 ms [2021-10-01 22:01:33 main:574] : INFO : Epoch 1656 | loss: 0.0311761 | val_loss: 0.0311748 | Time: 1392.84 ms [2021-10-01 22:01:34 main:574] : INFO : Epoch 1657 | loss: 0.0311744 | val_loss: 0.0311739 | Time: 1390.67 ms [2021-10-01 22:01:35 main:574] : INFO : Epoch 1658 | loss: 0.0311753 | val_loss: 0.0311758 | Time: 1395.41 ms [2021-10-01 22:01:37 main:574] : INFO : Epoch 1659 | loss: 0.0311731 | val_loss: 0.0311756 | Time: 1386.15 ms [2021-10-01 22:01:38 main:574] : INFO : Epoch 1660 | loss: 0.0311747 | val_loss: 0.0311737 | Time: 1385.61 ms [2021-10-01 22:01:40 main:574] : INFO : Epoch 1661 | loss: 0.0311728 | val_loss: 0.0311724 | Time: 1380.51 ms [2021-10-01 22:01:41 main:574] : INFO : Epoch 1662 | loss: 0.031172 | val_loss: 0.0311729 | Time: 1388.29 ms [2021-10-01 22:01:42 main:574] : INFO : Epoch 1663 | loss: 0.0311723 | val_loss: 0.0311782 | Time: 1382.93 ms [2021-10-01 22:01:44 main:574] : INFO : Epoch 1664 | loss: 0.0311727 | val_loss: 0.031173 | Time: 1386.46 ms [2021-10-01 22:01:45 main:574] : INFO : Epoch 1665 | loss: 0.0311744 | val_loss: 0.0311747 | Time: 1387.22 ms [2021-10-01 22:01:47 main:574] : INFO : Epoch 1666 | loss: 0.031172 | val_loss: 0.0311768 | Time: 1375.1 ms [2021-10-01 22:01:48 main:574] : INFO : Epoch 1667 | loss: 0.0311736 | val_loss: 0.0311715 | Time: 1376.49 ms [2021-10-01 22:01:49 main:574] : INFO : Epoch 1668 | loss: 0.03117 | val_loss: 0.0311715 | Time: 1381.04 ms [2021-10-01 22:01:51 main:574] : INFO : Epoch 1669 | loss: 0.0311698 | val_loss: 0.0311803 | Time: 1378.35 ms [2021-10-01 22:01:52 main:574] : INFO : Epoch 1670 | loss: 0.0311705 | val_loss: 0.0311705 | Time: 1384.15 ms [2021-10-01 22:01:53 main:574] : INFO : Epoch 1671 | loss: 0.0311687 | val_loss: 0.0311699 | Time: 1379 ms [2021-10-01 22:01:55 main:574] : INFO : Epoch 1672 | loss: 0.0311698 | val_loss: 0.0311706 | Time: 1402.31 ms [2021-10-01 22:01:56 main:574] : INFO : Epoch 1673 | loss: 0.0311685 | val_loss: 0.0311712 | Time: 1413.5 ms [2021-10-01 22:01:58 main:574] : INFO : Epoch 1674 | loss: 0.0311709 | val_loss: 0.0311735 | Time: 1381.39 ms [2021-10-01 22:01:59 main:574] : INFO : Epoch 1675 | loss: 0.0311697 | val_loss: 0.0311703 | Time: 1381.44 ms [2021-10-01 22:02:00 main:574] : INFO : Epoch 1676 | loss: 0.0311706 | val_loss: 0.0311778 | Time: 1388.09 ms [2021-10-01 22:02:02 main:574] : INFO : Epoch 1677 | loss: 0.0311812 | val_loss: 0.0312051 | Time: 1376.68 ms [2021-10-01 22:02:03 main:574] : INFO : Epoch 1678 | loss: 0.0311738 | val_loss: 0.0311691 | Time: 1374.11 ms [2021-10-01 22:02:05 main:574] : INFO : Epoch 1679 | loss: 0.0311674 | val_loss: 0.0311698 | Time: 1384.58 ms [2021-10-01 22:02:06 main:574] : INFO : Epoch 1680 | loss: 0.0311668 | val_loss: 0.031169 | Time: 1395.85 ms [2021-10-01 22:02:07 main:574] : INFO : Epoch 1681 | loss: 0.0311701 | val_loss: 0.0311684 | Time: 1387.12 ms [2021-10-01 22:02:09 main:574] : INFO : Epoch 1682 | loss: 0.0311677 | val_loss: 0.0311683 | Time: 1375.21 ms [2021-10-01 22:02:10 main:574] : INFO : Epoch 1683 | loss: 0.0311672 | val_loss: 0.0311709 | Time: 1390.78 ms [2021-10-01 22:02:12 main:574] : INFO : Epoch 1684 | loss: 0.0311695 | val_loss: 0.031173 | Time: 1382.8 ms [2021-10-01 22:02:13 main:574] : INFO : Epoch 1685 | loss: 0.031169 | val_loss: 0.0311717 | Time: 1425.27 ms [2021-10-01 22:02:14 main:574] : INFO : Epoch 1686 | loss: 0.0311675 | val_loss: 0.03117 | Time: 1381.78 ms [2021-10-01 22:02:16 main:574] : INFO : Epoch 1687 | loss: 0.0311651 | val_loss: 0.0311664 | Time: 1385.81 ms [2021-10-01 22:02:17 main:574] : INFO : Epoch 1688 | loss: 0.031164 | val_loss: 0.0311667 | Time: 1387.38 ms [2021-10-01 22:02:19 main:574] : INFO : Epoch 1689 | loss: 0.0311667 | val_loss: 0.0311661 | Time: 1379.21 ms [2021-10-01 22:02:20 main:574] : INFO : Epoch 1690 | loss: 0.0311663 | val_loss: 0.0311673 | Time: 1378.24 ms [2021-10-01 22:02:21 main:574] : INFO : Epoch 1691 | loss: 0.0311634 | val_loss: 0.0311678 | Time: 1394.31 ms [2021-10-01 22:02:23 main:574] : INFO : Epoch 1692 | loss: 0.0311662 | val_loss: 0.0311731 | Time: 1382.46 ms [2021-10-01 22:02:24 main:574] : INFO : Epoch 1693 | loss: 0.0311643 | val_loss: 0.031165 | Time: 1379.41 ms [2021-10-01 22:02:25 main:574] : INFO : Epoch 1694 | loss: 0.0311627 | val_loss: 0.0311796 | Time: 1374.03 ms [2021-10-01 22:02:27 main:574] : INFO : Epoch 1695 | loss: 0.0311659 | val_loss: 0.0311658 | Time: 1378.95 ms [2021-10-01 22:02:28 main:574] : INFO : Epoch 1696 | loss: 0.0311621 | val_loss: 0.0311656 | Time: 1377.08 ms [2021-10-01 22:02:30 main:574] : INFO : Epoch 1697 | loss: 0.0311608 | val_loss: 0.0311638 | Time: 1377.34 ms [2021-10-01 22:02:31 main:574] : INFO : Epoch 1698 | loss: 0.0311605 | val_loss: 0.0311641 | Time: 1378.24 ms [2021-10-01 22:02:32 main:574] : INFO : Epoch 1699 | loss: 0.0311666 | val_loss: 0.0311665 | Time: 1394.03 ms [2021-10-01 22:02:34 main:574] : INFO : Epoch 1700 | loss: 0.0311645 | val_loss: 0.0311639 | Time: 1396 ms [2021-10-01 22:02:35 main:574] : INFO : Epoch 1701 | loss: 0.0311597 | val_loss: 0.0311673 | Time: 1381.61 ms [2021-10-01 22:02:37 main:574] : INFO : Epoch 1702 | loss: 0.0311596 | val_loss: 0.0311674 | Time: 1380.78 ms [2021-10-01 22:02:38 main:574] : INFO : Epoch 1703 | loss: 0.031162 | val_loss: 0.0311666 | Time: 1384.16 ms [2021-10-01 22:02:39 main:574] : INFO : Epoch 1704 | loss: 0.0311609 | val_loss: 0.0311641 | Time: 1380.89 ms [2021-10-01 22:02:41 main:574] : INFO : Epoch 1705 | loss: 0.0311587 | val_loss: 0.0311629 | Time: 1378.7 ms [2021-10-01 22:02:42 main:574] : INFO : Epoch 1706 | loss: 0.0311558 | val_loss: 0.0311651 | Time: 1386.49 ms [2021-10-01 22:02:43 main:574] : INFO : Epoch 1707 | loss: 0.031157 | val_loss: 0.0311637 | Time: 1380.68 ms [2021-10-01 22:02:45 main:574] : INFO : Epoch 1708 | loss: 0.03116 | val_loss: 0.0311756 | Time: 1387.51 ms [2021-10-01 22:02:46 main:574] : INFO : Epoch 1709 | loss: 0.0311636 | val_loss: 0.0311792 | Time: 1385.31 ms [2021-10-01 22:02:48 main:574] : INFO : Epoch 1710 | loss: 0.0311619 | val_loss: 0.0311654 | Time: 1393.15 ms [2021-10-01 22:02:49 main:574] : INFO : Epoch 1711 | loss: 0.031158 | val_loss: 0.0311643 | Time: 1374.05 ms [2021-10-01 22:02:50 main:574] : INFO : Epoch 1712 | loss: 0.031159 | val_loss: 0.0311684 | Time: 1376.96 ms [2021-10-01 22:02:52 main:574] : INFO : Epoch 1713 | loss: 0.0311558 | val_loss: 0.0311651 | Time: 1393.42 ms [2021-10-01 22:02:53 main:574] : INFO : Epoch 1714 | loss: 0.0311533 | val_loss: 0.0311621 | Time: 1378.17 ms [2021-10-01 22:02:55 main:574] : INFO : Epoch 1715 | loss: 0.0311554 | val_loss: 0.0311671 | Time: 1394.7 ms [2021-10-01 22:02:56 main:574] : INFO : Epoch 1716 | loss: 0.0311556 | val_loss: 0.0311588 | Time: 1377.92 ms [2021-10-01 22:02:57 main:574] : INFO : Epoch 1717 | loss: 0.0311537 | val_loss: 0.0311644 | Time: 1396.72 ms [2021-10-01 22:02:59 main:574] : INFO : Epoch 1718 | loss: 0.0311561 | val_loss: 0.0311622 | Time: 1379.28 ms [2021-10-01 22:03:00 main:574] : INFO : Epoch 1719 | loss: 0.0311556 | val_loss: 0.0311595 | Time: 1384.51 ms [2021-10-01 22:03:01 main:574] : INFO : Epoch 1720 | loss: 0.0311548 | val_loss: 0.0311564 | Time: 1378.85 ms [2021-10-01 22:03:03 main:574] : INFO : Epoch 1721 | loss: 0.0311499 | val_loss: 0.0311597 | Time: 1373.95 ms [2021-10-01 22:03:04 main:574] : INFO : Epoch 1722 | loss: 0.0311549 | val_loss: 0.0311533 | Time: 1388.7 ms [2021-10-01 22:03:06 main:574] : INFO : Epoch 1723 | loss: 0.0311492 | val_loss: 0.031155 | Time: 1377.15 ms [2021-10-01 22:03:07 main:574] : INFO : Epoch 1724 | loss: 0.0311488 | val_loss: 0.031162 | Time: 1390.56 ms [2021-10-01 22:03:08 main:574] : INFO : Epoch 1725 | loss: 0.0311533 | val_loss: 0.0311559 | Time: 1374.39 ms [2021-10-01 22:03:10 main:574] : INFO : Epoch 1726 | loss: 0.0311481 | val_loss: 0.0311526 | Time: 1380.8 ms [2021-10-01 22:03:11 main:574] : INFO : Epoch 1727 | loss: 0.0311459 | val_loss: 0.0311558 | Time: 1399.13 ms [2021-10-01 22:03:13 main:574] : INFO : Epoch 1728 | loss: 0.0311518 | val_loss: 0.0311606 | Time: 1392.19 ms [2021-10-01 22:03:14 main:574] : INFO : Epoch 1729 | loss: 0.0311472 | val_loss: 0.0311581 | Time: 1428.61 ms [2021-10-01 22:03:15 main:574] : INFO : Epoch 1730 | loss: 0.0311514 | val_loss: 0.0311526 | Time: 1377.19 ms [2021-10-01 22:03:17 main:574] : INFO : Epoch 1731 | loss: 0.0311491 | val_loss: 0.0311485 | Time: 1390.53 ms [2021-10-01 22:03:18 main:574] : INFO : Epoch 1732 | loss: 0.0311428 | val_loss: 0.0311475 | Time: 1380.23 ms [2021-10-01 22:03:20 main:574] : INFO : Epoch 1733 | loss: 0.0311431 | val_loss: 0.0311473 | Time: 1380.17 ms [2021-10-01 22:03:21 main:574] : INFO : Epoch 1734 | loss: 0.0311404 | val_loss: 0.0311474 | Time: 1382.38 ms [2021-10-01 22:03:22 main:574] : INFO : Epoch 1735 | loss: 0.0311446 | val_loss: 0.0311595 | Time: 1383.99 ms [2021-10-01 22:03:24 main:574] : INFO : Epoch 1736 | loss: 0.0311456 | val_loss: 0.031163 | Time: 1381.99 ms [2021-10-01 22:03:25 main:574] : INFO : Epoch 1737 | loss: 0.0311415 | val_loss: 0.0311489 | Time: 1383.21 ms [2021-10-01 22:03:26 main:574] : INFO : Epoch 1738 | loss: 0.0311456 | val_loss: 0.0311727 | Time: 1384.79 ms [2021-10-01 22:03:28 main:574] : INFO : Epoch 1739 | loss: 0.0311701 | val_loss: 0.0311717 | Time: 1380.21 ms [2021-10-01 22:03:29 main:574] : INFO : Epoch 1740 | loss: 0.0311658 | val_loss: 0.0311671 | Time: 1378.91 ms [2021-10-01 22:03:31 main:574] : INFO : Epoch 1741 | loss: 0.031162 | val_loss: 0.0311574 | Time: 1377.57 ms [2021-10-01 22:03:32 main:574] : INFO : Epoch 1742 | loss: 0.0311509 | val_loss: 0.0311481 | Time: 1388.05 ms [2021-10-01 22:03:33 main:574] : INFO : Epoch 1743 | loss: 0.0311451 | val_loss: 0.0311487 | Time: 1393.06 ms [2021-10-01 22:03:35 main:574] : INFO : Epoch 1744 | loss: 0.031144 | val_loss: 0.0311459 | Time: 1379.45 ms [2021-10-01 22:03:36 main:574] : INFO : Epoch 1745 | loss: 0.0311414 | val_loss: 0.0311395 | Time: 1384.77 ms [2021-10-01 22:03:38 main:574] : INFO : Epoch 1746 | loss: 0.0311394 | val_loss: 0.0311372 | Time: 1384.22 ms [2021-10-01 22:03:39 main:574] : INFO : Epoch 1747 | loss: 0.0311353 | val_loss: 0.0311362 | Time: 1383.08 ms [2021-10-01 22:03:40 main:574] : INFO : Epoch 1748 | loss: 0.0311364 | val_loss: 0.0311331 | Time: 1387.08 ms [2021-10-01 22:03:42 main:574] : INFO : Epoch 1749 | loss: 0.0311307 | val_loss: 0.0311338 | Time: 1391.31 ms [2021-10-01 22:03:43 main:574] : INFO : Epoch 1750 | loss: 0.0311305 | val_loss: 0.0311305 | Time: 1376.92 ms [2021-10-01 22:03:44 main:574] : INFO : Epoch 1751 | loss: 0.0311366 | val_loss: 0.0311314 | Time: 1383.64 ms [2021-10-01 22:03:46 main:574] : INFO : Epoch 1752 | loss: 0.0311331 | val_loss: 0.0311282 | Time: 1380.97 ms [2021-10-01 22:03:47 main:574] : INFO : Epoch 1753 | loss: 0.0311266 | val_loss: 0.0311329 | Time: 1372.67 ms [2021-10-01 22:03:49 main:574] : INFO : Epoch 1754 | loss: 0.0311264 | val_loss: 0.031124 | Time: 1384.95 ms [2021-10-01 22:03:50 main:574] : INFO : Epoch 1755 | loss: 0.0311227 | val_loss: 0.0311291 | Time: 1404.07 ms [2021-10-01 22:03:51 main:574] : INFO : Epoch 1756 | loss: 0.0311219 | val_loss: 0.0311242 | Time: 1372.37 ms [2021-10-01 22:03:53 main:574] : INFO : Epoch 1757 | loss: 0.0311205 | val_loss: 0.0311298 | Time: 1386.5 ms [2021-10-01 22:03:54 main:574] : INFO : Epoch 1758 | loss: 0.0311277 | val_loss: 0.0311464 | Time: 1389.56 ms [2021-10-01 22:03:56 main:574] : INFO : Epoch 1759 | loss: 0.0311278 | val_loss: 0.0311191 | Time: 1409.13 ms [2021-10-01 22:03:57 main:574] : INFO : Epoch 1760 | loss: 0.0311284 | val_loss: 0.031128 | Time: 1388.72 ms [2021-10-01 22:03:58 main:574] : INFO : Epoch 1761 | loss: 0.0311137 | val_loss: 0.0311262 | Time: 1386.24 ms [2021-10-01 22:04:00 main:574] : INFO : Epoch 1762 | loss: 0.0311103 | val_loss: 0.0311111 | Time: 1384.46 ms [2021-10-01 22:04:01 main:574] : INFO : Epoch 1763 | loss: 0.0311106 | val_loss: 0.0311195 | Time: 1384.2 ms [2021-10-01 22:04:03 main:574] : INFO : Epoch 1764 | loss: 0.0311069 | val_loss: 0.0311122 | Time: 1378.07 ms [2021-10-01 22:04:04 main:574] : INFO : Epoch 1765 | loss: 0.0311025 | val_loss: 0.0311024 | Time: 1389.62 ms [2021-10-01 22:04:05 main:574] : INFO : Epoch 1766 | loss: 0.0310982 | val_loss: 0.0310999 | Time: 1380.66 ms [2021-10-01 22:04:07 main:574] : INFO : Epoch 1767 | loss: 0.0311048 | val_loss: 0.0311087 | Time: 1376.7 ms [2021-10-01 22:04:08 main:574] : INFO : Epoch 1768 | loss: 0.0311032 | val_loss: 0.0311209 | Time: 1376.19 ms [2021-10-01 22:04:09 main:574] : INFO : Epoch 1769 | loss: 0.0311082 | val_loss: 0.0310967 | Time: 1383.85 ms [2021-10-01 22:04:11 main:574] : INFO : Epoch 1770 | loss: 0.0310945 | val_loss: 0.0311113 | Time: 1405.57 ms [2021-10-01 22:04:12 main:574] : INFO : Epoch 1771 | loss: 0.0311025 | val_loss: 0.0311151 | Time: 1385.01 ms [2021-10-01 22:04:14 main:574] : INFO : Epoch 1772 | loss: 0.0310901 | val_loss: 0.0310921 | Time: 1423.39 ms [2021-10-01 22:04:15 main:574] : INFO : Epoch 1773 | loss: 0.0310865 | val_loss: 0.031095 | Time: 1392.89 ms [2021-10-01 22:04:16 main:574] : INFO : Epoch 1774 | loss: 0.0310931 | val_loss: 0.0310923 | Time: 1381.91 ms [2021-10-01 22:04:18 main:574] : INFO : Epoch 1775 | loss: 0.0310838 | val_loss: 0.0310891 | Time: 1378.35 ms [2021-10-01 22:04:19 main:574] : INFO : Epoch 1776 | loss: 0.0310799 | val_loss: 0.031084 | Time: 1376.73 ms [2021-10-01 22:04:21 main:574] : INFO : Epoch 1777 | loss: 0.0310824 | val_loss: 0.0310854 | Time: 1385.51 ms [2021-10-01 22:04:22 main:574] : INFO : Epoch 1778 | loss: 0.0310861 | val_loss: 0.0310853 | Time: 1384.98 ms [2021-10-01 22:04:23 main:574] : INFO : Epoch 1779 | loss: 0.0310895 | val_loss: 0.0310828 | Time: 1388.42 ms [2021-10-01 22:04:25 main:574] : INFO : Epoch 1780 | loss: 0.0310956 | val_loss: 0.0310929 | Time: 1374.33 ms [2021-10-01 22:04:26 main:574] : INFO : Epoch 1781 | loss: 0.0310836 | val_loss: 0.0310755 | Time: 1380.2 ms [2021-10-01 22:04:28 main:574] : INFO : Epoch 1782 | loss: 0.0310837 | val_loss: 0.0311026 | Time: 1378.25 ms [2021-10-01 22:04:29 main:574] : INFO : Epoch 1783 | loss: 0.0310765 | val_loss: 0.0310819 | Time: 1378.72 ms [2021-10-01 22:04:30 main:574] : INFO : Epoch 1784 | loss: 0.031078 | val_loss: 0.0310724 | Time: 1383.83 ms [2021-10-01 22:04:32 main:574] : INFO : Epoch 1785 | loss: 0.031065 | val_loss: 0.0310599 | Time: 1392.94 ms [2021-10-01 22:04:33 main:574] : INFO : Epoch 1786 | loss: 0.0310605 | val_loss: 0.0310593 | Time: 1375.21 ms [2021-10-01 22:04:34 main:574] : INFO : Epoch 1787 | loss: 0.0310551 | val_loss: 0.0310554 | Time: 1374.54 ms [2021-10-01 22:04:36 main:574] : INFO : Epoch 1788 | loss: 0.0310529 | val_loss: 0.0310511 | Time: 1401.24 ms [2021-10-01 22:04:37 main:574] : INFO : Epoch 1789 | loss: 0.0310486 | val_loss: 0.0310579 | Time: 1376.15 ms [2021-10-01 22:04:39 main:574] : INFO : Epoch 1790 | loss: 0.0310472 | val_loss: 0.0310431 | Time: 1396.53 ms [2021-10-01 22:04:40 main:574] : INFO : Epoch 1791 | loss: 0.031042 | val_loss: 0.0310424 | Time: 1383.47 ms [2021-10-01 22:04:41 main:574] : INFO : Epoch 1792 | loss: 0.0310367 | val_loss: 0.0310347 | Time: 1395.4 ms [2021-10-01 22:04:43 main:574] : INFO : Epoch 1793 | loss: 0.0310404 | val_loss: 0.0310246 | Time: 1386.84 ms [2021-10-01 22:04:44 main:574] : INFO : Epoch 1794 | loss: 0.0310169 | val_loss: 0.0310032 | Time: 1384.16 ms [2021-10-01 22:04:46 main:574] : INFO : Epoch 1795 | loss: 0.0309219 | val_loss: 0.0306973 | Time: 1381.38 ms [2021-10-01 22:04:47 main:574] : INFO : Epoch 1796 | loss: 0.0310915 | val_loss: 0.0302177 | Time: 1379.61 ms [2021-10-01 22:04:48 main:574] : INFO : Epoch 1797 | loss: 0.0337575 | val_loss: 0.0324586 | Time: 1386.41 ms [2021-10-01 22:04:50 main:574] : INFO : Epoch 1798 | loss: 0.031816 | val_loss: 0.0314575 | Time: 1377.53 ms [2021-10-01 22:04:51 main:574] : INFO : Epoch 1799 | loss: 0.031326 | val_loss: 0.0312651 | Time: 1386.81 ms [2021-10-01 22:04:52 main:574] : INFO : Epoch 1800 | loss: 0.0312474 | val_loss: 0.0312351 | Time: 1377.43 ms [2021-10-01 22:04:54 main:574] : INFO : Epoch 1801 | loss: 0.0312333 | val_loss: 0.0312275 | Time: 1388.67 ms [2021-10-01 22:04:55 main:574] : INFO : Epoch 1802 | loss: 0.0312264 | val_loss: 0.031225 | Time: 1389.03 ms [2021-10-01 22:04:57 main:574] : INFO : Epoch 1803 | loss: 0.0312249 | val_loss: 0.0312223 | Time: 1389.74 ms [2021-10-01 22:04:58 main:574] : INFO : Epoch 1804 | loss: 0.0312217 | val_loss: 0.0312218 | Time: 1380.91 ms [2021-10-01 22:04:59 main:574] : INFO : Epoch 1805 | loss: 0.0312263 | val_loss: 0.031221 | Time: 1381.7 ms [2021-10-01 22:05:01 main:574] : INFO : Epoch 1806 | loss: 0.0312211 | val_loss: 0.0312195 | Time: 1380.88 ms [2021-10-01 22:05:02 main:574] : INFO : Epoch 1807 | loss: 0.0312236 | val_loss: 0.031218 | Time: 1377.5 ms [2021-10-01 22:05:04 main:574] : INFO : Epoch 1808 | loss: 0.0312209 | val_loss: 0.031218 | Time: 1379.37 ms [2021-10-01 22:05:05 main:574] : INFO : Epoch 1809 | loss: 0.0312169 | val_loss: 0.0312249 | Time: 1373.14 ms [2021-10-01 22:05:06 main:574] : INFO : Epoch 1810 | loss: 0.0312178 | val_loss: 0.0312277 | Time: 1393.08 ms [2021-10-01 22:05:08 main:574] : INFO : Epoch 1811 | loss: 0.0312161 | val_loss: 0.0312115 | Time: 1380.33 ms [2021-10-01 22:05:09 main:574] : INFO : Epoch 1812 | loss: 0.0312201 | val_loss: 0.0312178 | Time: 1386.03 ms [2021-10-01 22:05:11 main:574] : INFO : Epoch 1813 | loss: 0.0312078 | val_loss: 0.0312091 | Time: 1375.69 ms [2021-10-01 22:05:12 main:574] : INFO : Epoch 1814 | loss: 0.0312059 | val_loss: 0.0312061 | Time: 1391.78 ms [2021-10-01 22:05:13 main:574] : INFO : Epoch 1815 | loss: 0.0312041 | val_loss: 0.0312024 | Time: 1412.35 ms [2021-10-01 22:05:15 main:574] : INFO : Epoch 1816 | loss: 0.0312031 | val_loss: 0.0312001 | Time: 1396.62 ms [2021-10-01 22:05:16 main:574] : INFO : Epoch 1817 | loss: 0.0311899 | val_loss: 0.0311783 | Time: 1403.99 ms [2021-10-01 22:05:18 main:574] : INFO : Epoch 1818 | loss: 0.0310896 | val_loss: 0.0308315 | Time: 1383.78 ms [2021-10-01 22:05:19 main:574] : INFO : Epoch 1819 | loss: 0.0310561 | val_loss: 0.0308013 | Time: 1378.07 ms [2021-10-01 22:05:20 main:574] : INFO : Epoch 1820 | loss: 0.0301783 | val_loss: 0.0282774 | Time: 1381.44 ms [2021-10-01 22:05:22 main:574] : INFO : Epoch 1821 | loss: 0.0289269 | val_loss: 0.0342996 | Time: 1379.54 ms [2021-10-01 22:05:23 main:574] : INFO : Epoch 1822 | loss: 0.0286281 | val_loss: 0.026725 | Time: 1390.05 ms [2021-10-01 22:05:24 main:574] : INFO : Epoch 1823 | loss: 0.0251137 | val_loss: 0.0244338 | Time: 1378.46 ms [2021-10-01 22:05:26 main:574] : INFO : Epoch 1824 | loss: 0.024274 | val_loss: 0.0240217 | Time: 1374.95 ms [2021-10-01 22:05:27 main:574] : INFO : Epoch 1825 | loss: 0.0239335 | val_loss: 0.0237623 | Time: 1379.58 ms [2021-10-01 22:05:29 main:574] : INFO : Epoch 1826 | loss: 0.0236583 | val_loss: 0.0233355 | Time: 1389.07 ms [2021-10-01 22:05:30 main:574] : INFO : Epoch 1827 | loss: 0.0226738 | val_loss: 0.0217449 | Time: 1386.38 ms [2021-10-01 22:05:31 main:574] : INFO : Epoch 1828 | loss: 0.0207205 | val_loss: 0.0204693 | Time: 1376.11 ms [2021-10-01 22:05:33 main:574] : INFO : Epoch 1829 | loss: 0.020817 | val_loss: 0.027961 | Time: 1388.87 ms [2021-10-01 22:05:34 main:574] : INFO : Epoch 1830 | loss: 0.0307886 | val_loss: 0.0323754 | Time: 1396.64 ms [2021-10-01 22:05:36 main:574] : INFO : Epoch 1831 | loss: 0.0315339 | val_loss: 0.0313929 | Time: 1385.43 ms [2021-10-01 22:05:37 main:574] : INFO : Epoch 1832 | loss: 0.031288 | val_loss: 0.0312554 | Time: 1393.89 ms [2021-10-01 22:05:38 main:574] : INFO : Epoch 1833 | loss: 0.0312561 | val_loss: 0.0312526 | Time: 1389.99 ms [2021-10-01 22:05:40 main:574] : INFO : Epoch 1834 | loss: 0.0312512 | val_loss: 0.0312498 | Time: 1376.89 ms [2021-10-01 22:05:41 main:574] : INFO : Epoch 1835 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 1405.33 ms [2021-10-01 22:05:42 main:574] : INFO : Epoch 1836 | loss: 0.0312489 | val_loss: 0.0312482 | Time: 1381.33 ms [2021-10-01 22:05:44 main:574] : INFO : Epoch 1837 | loss: 0.0312483 | val_loss: 0.0312473 | Time: 1393.38 ms [2021-10-01 22:05:45 main:574] : INFO : Epoch 1838 | loss: 0.0312473 | val_loss: 0.0312468 | Time: 1380.62 ms [2021-10-01 22:05:47 main:574] : INFO : Epoch 1839 | loss: 0.0312469 | val_loss: 0.0312466 | Time: 1377.14 ms [2021-10-01 22:05:48 main:574] : INFO : Epoch 1840 | loss: 0.0312465 | val_loss: 0.0312448 | Time: 1375.45 ms [2021-10-01 22:05:49 main:574] : INFO : Epoch 1841 | loss: 0.0312452 | val_loss: 0.0312429 | Time: 1379.35 ms [2021-10-01 22:05:51 main:574] : INFO : Epoch 1842 | loss: 0.0312436 | val_loss: 0.0312411 | Time: 1377.15 ms [2021-10-01 22:05:52 main:574] : INFO : Epoch 1843 | loss: 0.0312422 | val_loss: 0.0312394 | Time: 1396.8 ms [2021-10-01 22:05:54 main:574] : INFO : Epoch 1844 | loss: 0.0312394 | val_loss: 0.031238 | Time: 1384.66 ms [2021-10-01 22:05:55 main:574] : INFO : Epoch 1845 | loss: 0.0312384 | val_loss: 0.0312364 | Time: 1395.3 ms [2021-10-01 22:05:56 main:574] : INFO : Epoch 1846 | loss: 0.0312376 | val_loss: 0.0312342 | Time: 1388.4 ms [2021-10-01 22:05:58 main:574] : INFO : Epoch 1847 | loss: 0.0312352 | val_loss: 0.0312329 | Time: 1386.21 ms [2021-10-01 22:05:59 main:574] : INFO : Epoch 1848 | loss: 0.0312328 | val_loss: 0.0312278 | Time: 1389.78 ms [2021-10-01 22:06:01 main:574] : INFO : Epoch 1849 | loss: 0.0312306 | val_loss: 0.0312271 | Time: 1383.6 ms [2021-10-01 22:06:02 main:574] : INFO : Epoch 1850 | loss: 0.0312287 | val_loss: 0.0312262 | Time: 1372.94 ms [2021-10-01 22:06:03 main:574] : INFO : Epoch 1851 | loss: 0.0312264 | val_loss: 0.0312203 | Time: 1376.46 ms [2021-10-01 22:06:05 main:574] : INFO : Epoch 1852 | loss: 0.0312249 | val_loss: 0.0312214 | Time: 1392 ms [2021-10-01 22:06:06 main:574] : INFO : Epoch 1853 | loss: 0.031223 | val_loss: 0.0312158 | Time: 1384.92 ms [2021-10-01 22:06:07 main:574] : INFO : Epoch 1854 | loss: 0.0312202 | val_loss: 0.0312116 | Time: 1380.67 ms [2021-10-01 22:06:09 main:574] : INFO : Epoch 1855 | loss: 0.0312134 | val_loss: 0.0311992 | Time: 1408.31 ms [2021-10-01 22:06:10 main:574] : INFO : Epoch 1856 | loss: 0.031197 | val_loss: 0.0311786 | Time: 1385.62 ms [2021-10-01 22:06:12 main:574] : INFO : Epoch 1857 | loss: 0.0311706 | val_loss: 0.0311485 | Time: 1395.32 ms [2021-10-01 22:06:13 main:574] : INFO : Epoch 1858 | loss: 0.0311477 | val_loss: 0.0311231 | Time: 1379.28 ms [2021-10-01 22:06:14 main:574] : INFO : Epoch 1859 | loss: 0.0311345 | val_loss: 0.0311436 | Time: 1423.07 ms [2021-10-01 22:06:16 main:574] : INFO : Epoch 1860 | loss: 0.0311668 | val_loss: 0.0311703 | Time: 1380.15 ms [2021-10-01 22:06:17 main:574] : INFO : Epoch 1861 | loss: 0.0311717 | val_loss: 0.0311617 | Time: 1386.47 ms [2021-10-01 22:06:19 main:574] : INFO : Epoch 1862 | loss: 0.0311577 | val_loss: 0.031148 | Time: 1377.3 ms [2021-10-01 22:06:20 main:574] : INFO : Epoch 1863 | loss: 0.031144 | val_loss: 0.031136 | Time: 1378.71 ms [2021-10-01 22:06:21 main:574] : INFO : Epoch 1864 | loss: 0.0311378 | val_loss: 0.0311252 | Time: 1383.43 ms [2021-10-01 22:06:23 main:574] : INFO : Epoch 1865 | loss: 0.0311191 | val_loss: 0.0311047 | Time: 1378.89 ms [2021-10-01 22:06:24 main:574] : INFO : Epoch 1866 | loss: 0.0310955 | val_loss: 0.031083 | Time: 1384.57 ms [2021-10-01 22:06:26 main:574] : INFO : Epoch 1867 | loss: 0.0310811 | val_loss: 0.0310664 | Time: 1385.11 ms [2021-10-01 22:06:27 main:574] : INFO : Epoch 1868 | loss: 0.0310572 | val_loss: 0.0310348 | Time: 1386.57 ms [2021-10-01 22:06:28 main:574] : INFO : Epoch 1869 | loss: 0.0310297 | val_loss: 0.0310086 | Time: 1378.17 ms [2021-10-01 22:06:30 main:574] : INFO : Epoch 1870 | loss: 0.0310048 | val_loss: 0.0309803 | Time: 1388.88 ms [2021-10-01 22:06:31 main:574] : INFO : Epoch 1871 | loss: 0.030979 | val_loss: 0.0309595 | Time: 1375.83 ms [2021-10-01 22:06:32 main:574] : INFO : Epoch 1872 | loss: 0.0309635 | val_loss: 0.0309353 | Time: 1373.79 ms [2021-10-01 22:06:34 main:574] : INFO : Epoch 1873 | loss: 0.0309277 | val_loss: 0.0309044 | Time: 1405.31 ms [2021-10-01 22:06:35 main:574] : INFO : Epoch 1874 | loss: 0.0308917 | val_loss: 0.0308611 | Time: 1397.85 ms [2021-10-01 22:06:37 main:574] : INFO : Epoch 1875 | loss: 0.0308595 | val_loss: 0.0308456 | Time: 1377.91 ms [2021-10-01 22:06:38 main:574] : INFO : Epoch 1876 | loss: 0.0308228 | val_loss: 0.0307907 | Time: 1386.85 ms [2021-10-01 22:06:39 main:574] : INFO : Epoch 1877 | loss: 0.0307782 | val_loss: 0.0307347 | Time: 1379.62 ms [2021-10-01 22:06:41 main:574] : INFO : Epoch 1878 | loss: 0.0307197 | val_loss: 0.0306821 | Time: 1384.13 ms [2021-10-01 22:06:42 main:574] : INFO : Epoch 1879 | loss: 0.0306623 | val_loss: 0.0306124 | Time: 1381.89 ms [2021-10-01 22:06:44 main:574] : INFO : Epoch 1880 | loss: 0.0306194 | val_loss: 0.0305755 | Time: 1390.61 ms [2021-10-01 22:06:45 main:574] : INFO : Epoch 1881 | loss: 0.0305767 | val_loss: 0.030521 | Time: 1391.92 ms [2021-10-01 22:06:46 main:574] : INFO : Epoch 1882 | loss: 0.0305036 | val_loss: 0.0304553 | Time: 1395.31 ms [2021-10-01 22:06:48 main:574] : INFO : Epoch 1883 | loss: 0.0304399 | val_loss: 0.0303757 | Time: 1390.63 ms [2021-10-01 22:06:49 main:574] : INFO : Epoch 1884 | loss: 0.0303726 | val_loss: 0.030308 | Time: 1392.07 ms [2021-10-01 22:06:51 main:574] : INFO : Epoch 1885 | loss: 0.030305 | val_loss: 0.030239 | Time: 1391.96 ms [2021-10-01 22:06:52 main:574] : INFO : Epoch 1886 | loss: 0.030204 | val_loss: 0.0300955 | Time: 1381.56 ms [2021-10-01 22:06:53 main:574] : INFO : Epoch 1887 | loss: 0.030037 | val_loss: 0.0298926 | Time: 1381.88 ms [2021-10-01 22:06:55 main:574] : INFO : Epoch 1888 | loss: 0.0298316 | val_loss: 0.029717 | Time: 1383.39 ms [2021-10-01 22:06:56 main:574] : INFO : Epoch 1889 | loss: 0.0296182 | val_loss: 0.0294592 | Time: 1407.24 ms [2021-10-01 22:06:57 main:574] : INFO : Epoch 1890 | loss: 0.0293768 | val_loss: 0.0292059 | Time: 1373.6 ms [2021-10-01 22:06:59 main:574] : INFO : Epoch 1891 | loss: 0.0290996 | val_loss: 0.0289024 | Time: 1384.49 ms [2021-10-01 22:07:00 main:574] : INFO : Epoch 1892 | loss: 0.028781 | val_loss: 0.028632 | Time: 1382.21 ms [2021-10-01 22:07:02 main:574] : INFO : Epoch 1893 | loss: 0.0284982 | val_loss: 0.0283384 | Time: 1388.45 ms [2021-10-01 22:07:03 main:574] : INFO : Epoch 1894 | loss: 0.0282105 | val_loss: 0.0280171 | Time: 1401.06 ms [2021-10-01 22:07:04 main:574] : INFO : Epoch 1895 | loss: 0.0279062 | val_loss: 0.0277425 | Time: 1385.89 ms [2021-10-01 22:07:06 main:574] : INFO : Epoch 1896 | loss: 0.0276646 | val_loss: 0.0274645 | Time: 1378.18 ms [2021-10-01 22:07:07 main:574] : INFO : Epoch 1897 | loss: 0.0273775 | val_loss: 0.0271697 | Time: 1382.21 ms [2021-10-01 22:07:09 main:574] : INFO : Epoch 1898 | loss: 0.0270392 | val_loss: 0.0268904 | Time: 1405.67 ms [2021-10-01 22:07:10 main:574] : INFO : Epoch 1899 | loss: 0.0267346 | val_loss: 0.0265583 | Time: 1376.41 ms [2021-10-01 22:07:11 main:574] : INFO : Epoch 1900 | loss: 0.0264238 | val_loss: 0.0262679 | Time: 1384.29 ms [2021-10-01 22:07:13 main:574] : INFO : Epoch 1901 | loss: 0.0261306 | val_loss: 0.0259577 | Time: 1380.19 ms [2021-10-01 22:07:14 main:574] : INFO : Epoch 1902 | loss: 0.0258179 | val_loss: 0.0257048 | Time: 1422.17 ms [2021-10-01 22:07:16 main:574] : INFO : Epoch 1903 | loss: 0.025536 | val_loss: 0.0253155 | Time: 1396.53 ms [2021-10-01 22:07:17 main:574] : INFO : Epoch 1904 | loss: 0.0252627 | val_loss: 0.0251047 | Time: 1379.99 ms [2021-10-01 22:07:18 main:574] : INFO : Epoch 1905 | loss: 0.024943 | val_loss: 0.0246823 | Time: 1376.03 ms [2021-10-01 22:07:20 main:574] : INFO : Epoch 1906 | loss: 0.024703 | val_loss: 0.0245655 | Time: 1386.9 ms [2021-10-01 22:07:21 main:574] : INFO : Epoch 1907 | loss: 0.0244411 | val_loss: 0.0242142 | Time: 1375.36 ms [2021-10-01 22:07:22 main:574] : INFO : Epoch 1908 | loss: 0.0241999 | val_loss: 0.0240137 | Time: 1388.26 ms [2021-10-01 22:07:24 main:574] : INFO : Epoch 1909 | loss: 0.0239908 | val_loss: 0.0237592 | Time: 1386.83 ms [2021-10-01 22:07:25 main:574] : INFO : Epoch 1910 | loss: 0.0238151 | val_loss: 0.0235803 | Time: 1386.43 ms [2021-10-01 22:07:27 main:574] : INFO : Epoch 1911 | loss: 0.023612 | val_loss: 0.0235124 | Time: 1385.2 ms [2021-10-01 22:07:28 main:574] : INFO : Epoch 1912 | loss: 0.0235289 | val_loss: 0.0232517 | Time: 1388.49 ms [2021-10-01 22:07:29 main:574] : INFO : Epoch 1913 | loss: 0.0233116 | val_loss: 0.0230719 | Time: 1387.14 ms [2021-10-01 22:07:31 main:574] : INFO : Epoch 1914 | loss: 0.0231474 | val_loss: 0.0229619 | Time: 1402.19 ms [2021-10-01 22:07:32 main:574] : INFO : Epoch 1915 | loss: 0.0230507 | val_loss: 0.0228629 | Time: 1381.95 ms [2021-10-01 22:07:34 main:574] : INFO : Epoch 1916 | loss: 0.0229124 | val_loss: 0.0226939 | Time: 1382.24 ms [2021-10-01 22:07:35 main:574] : INFO : Epoch 1917 | loss: 0.0227949 | val_loss: 0.0225163 | Time: 1386.37 ms [2021-10-01 22:07:36 main:574] : INFO : Epoch 1918 | loss: 0.0220423 | val_loss: 0.0210767 | Time: 1385.96 ms [2021-10-01 22:07:38 main:574] : INFO : Epoch 1919 | loss: 0.0201912 | val_loss: 0.0184691 | Time: 1387.69 ms [2021-10-01 22:07:39 main:574] : INFO : Epoch 1920 | loss: 0.0173929 | val_loss: 0.0163918 | Time: 1389.62 ms [2021-10-01 22:07:41 main:574] : INFO : Epoch 1921 | loss: 0.016248 | val_loss: 0.015775 | Time: 1388.46 ms [2021-10-01 22:07:42 main:574] : INFO : Epoch 1922 | loss: 0.0158903 | val_loss: 0.015233 | Time: 1381.58 ms [2021-10-01 22:07:43 main:574] : INFO : Epoch 1923 | loss: 0.0151744 | val_loss: 0.0146782 | Time: 1385.9 ms [2021-10-01 22:07:45 main:574] : INFO : Epoch 1924 | loss: 0.0145786 | val_loss: 0.0140459 | Time: 1388.67 ms [2021-10-01 22:07:46 main:574] : INFO : Epoch 1925 | loss: 0.0140723 | val_loss: 0.0135875 | Time: 1383.23 ms [2021-10-01 22:07:48 main:574] : INFO : Epoch 1926 | loss: 0.0135993 | val_loss: 0.0131623 | Time: 1380.14 ms [2021-10-01 22:07:49 main:574] : INFO : Epoch 1927 | loss: 0.0131292 | val_loss: 0.0126868 | Time: 1394.26 ms [2021-10-01 22:07:50 main:574] : INFO : Epoch 1928 | loss: 0.0127858 | val_loss: 0.0123981 | Time: 1382.48 ms [2021-10-01 22:07:52 main:574] : INFO : Epoch 1929 | loss: 0.0124107 | val_loss: 0.0120445 | Time: 1382.11 ms [2021-10-01 22:07:53 main:574] : INFO : Epoch 1930 | loss: 0.0121225 | val_loss: 0.0118209 | Time: 1381.65 ms [2021-10-01 22:07:54 main:574] : INFO : Epoch 1931 | loss: 0.0119171 | val_loss: 0.011524 | Time: 1385.67 ms [2021-10-01 22:07:56 main:574] : INFO : Epoch 1932 | loss: 0.0116561 | val_loss: 0.0113029 | Time: 1396.62 ms [2021-10-01 22:07:57 main:574] : INFO : Epoch 1933 | loss: 0.011378 | val_loss: 0.0110665 | Time: 1389.09 ms [2021-10-01 22:07:59 main:574] : INFO : Epoch 1934 | loss: 0.0112098 | val_loss: 0.0108781 | Time: 1385.05 ms [2021-10-01 22:08:00 main:574] : INFO : Epoch 1935 | loss: 0.0110231 | val_loss: 0.0106446 | Time: 1376.95 ms [2021-10-01 22:08:01 main:574] : INFO : Epoch 1936 | loss: 0.0107191 | val_loss: 0.0104615 | Time: 1391.74 ms [2021-10-01 22:08:03 main:574] : INFO : Epoch 1937 | loss: 0.0104959 | val_loss: 0.0102255 | Time: 1395.64 ms [2021-10-01 22:08:04 main:574] : INFO : Epoch 1938 | loss: 0.0104249 | val_loss: 0.0102 | Time: 1379.98 ms [2021-10-01 22:08:06 main:574] : INFO : Epoch 1939 | loss: 0.0101822 | val_loss: 0.00986384 | Time: 1392.61 ms [2021-10-01 22:08:07 main:574] : INFO : Epoch 1940 | loss: 0.00996924 | val_loss: 0.00964828 | Time: 1397.62 ms [2021-10-01 22:08:08 main:574] : INFO : Epoch 1941 | loss: 0.00975165 | val_loss: 0.00962203 | Time: 1380.4 ms [2021-10-01 22:08:10 main:574] : INFO : Epoch 1942 | loss: 0.00957143 | val_loss: 0.00928648 | Time: 1386.28 ms [2021-10-01 22:08:11 main:574] : INFO : Epoch 1943 | loss: 0.00936283 | val_loss: 0.00912531 | Time: 1383.15 ms [2021-10-01 22:08:13 main:574] : INFO : Epoch 1944 | loss: 0.00914248 | val_loss: 0.00889074 | Time: 1383.46 ms [2021-10-01 22:08:14 main:574] : INFO : Epoch 1945 | loss: 0.00885678 | val_loss: 0.00850091 | Time: 1407.89 ms [2021-10-01 22:08:15 main:574] : INFO : Epoch 1946 | loss: 0.00838882 | val_loss: 0.00800908 | Time: 1391.64 ms [2021-10-01 22:08:17 main:574] : INFO : Epoch 1947 | loss: 0.00805531 | val_loss: 0.00784081 | Time: 1386.42 ms [2021-10-01 22:08:18 main:574] : INFO : Epoch 1948 | loss: 0.00787783 | val_loss: 0.00766454 | Time: 1382.8 ms [2021-10-01 22:08:19 main:574] : INFO : Epoch 1949 | loss: 0.00768509 | val_loss: 0.00748118 | Time: 1399.62 ms [2021-10-01 22:08:21 main:574] : INFO : Epoch 1950 | loss: 0.00753628 | val_loss: 0.0073794 | Time: 1384.7 ms [2021-10-01 22:08:22 main:574] : INFO : Epoch 1951 | loss: 0.00740633 | val_loss: 0.00721005 | Time: 1391.16 ms [2021-10-01 22:08:24 main:574] : INFO : Epoch 1952 | loss: 0.00726096 | val_loss: 0.00708214 | Time: 1388.69 ms [2021-10-01 22:08:25 main:574] : INFO : Epoch 1953 | loss: 0.00716479 | val_loss: 0.00699965 | Time: 1379.47 ms [2021-10-01 22:08:26 main:574] : INFO : Epoch 1954 | loss: 0.00708885 | val_loss: 0.00698739 | Time: 1381.26 ms [2021-10-01 22:08:28 main:574] : INFO : Epoch 1955 | loss: 0.00703899 | val_loss: 0.00698742 | Time: 1376.21 ms [2021-10-01 22:08:29 main:574] : INFO : Epoch 1956 | loss: 0.00698541 | val_loss: 0.00688151 | Time: 1385.41 ms [2021-10-01 22:08:31 main:574] : INFO : Epoch 1957 | loss: 0.00686124 | val_loss: 0.00671794 | Time: 1374.81 ms [2021-10-01 22:08:32 main:574] : INFO : Epoch 1958 | loss: 0.00676393 | val_loss: 0.00661748 | Time: 1384.9 ms [2021-10-01 22:08:33 main:574] : INFO : Epoch 1959 | loss: 0.00670989 | val_loss: 0.00655974 | Time: 1380.05 ms [2021-10-01 22:08:35 main:574] : INFO : Epoch 1960 | loss: 0.0066329 | val_loss: 0.00651861 | Time: 1390.19 ms [2021-10-01 22:08:36 main:574] : INFO : Epoch 1961 | loss: 0.00658242 | val_loss: 0.00642202 | Time: 1375.58 ms [2021-10-01 22:08:37 main:574] : INFO : Epoch 1962 | loss: 0.00649382 | val_loss: 0.00635722 | Time: 1374.57 ms [2021-10-01 22:08:39 main:574] : INFO : Epoch 1963 | loss: 0.00645878 | val_loss: 0.00640961 | Time: 1383.03 ms [2021-10-01 22:08:40 main:574] : INFO : Epoch 1964 | loss: 0.00641893 | val_loss: 0.0063293 | Time: 1385.56 ms [2021-10-01 22:08:42 main:574] : INFO : Epoch 1965 | loss: 0.0063362 | val_loss: 0.00622627 | Time: 1375.14 ms [2021-10-01 22:08:43 main:574] : INFO : Epoch 1966 | loss: 0.00627585 | val_loss: 0.00616398 | Time: 1393.54 ms [2021-10-01 22:08:44 main:574] : INFO : Epoch 1967 | loss: 0.00622723 | val_loss: 0.00609823 | Time: 1395.75 ms [2021-10-01 22:08:46 main:574] : INFO : Epoch 1968 | loss: 0.00618518 | val_loss: 0.00616221 | Time: 1390.37 ms [2021-10-01 22:08:47 main:574] : INFO : Epoch 1969 | loss: 0.00616015 | val_loss: 0.00609439 | Time: 1375.76 ms [2021-10-01 22:08:49 main:574] : INFO : Epoch 1970 | loss: 0.00610565 | val_loss: 0.00602943 | Time: 1380 ms [2021-10-01 22:08:50 main:574] : INFO : Epoch 1971 | loss: 0.00607424 | val_loss: 0.00592299 | Time: 1377.59 ms [2021-10-01 22:08:51 main:574] : INFO : Epoch 1972 | loss: 0.00602372 | val_loss: 0.00588182 | Time: 1388.75 ms [2021-10-01 22:08:53 main:574] : INFO : Epoch 1973 | loss: 0.00595178 | val_loss: 0.00584911 | Time: 1373.6 ms [2021-10-01 22:08:54 main:574] : INFO : Epoch 1974 | loss: 0.00593516 | val_loss: 0.00583032 | Time: 1394.63 ms [2021-10-01 22:08:56 main:574] : INFO : Epoch 1975 | loss: 0.00588617 | val_loss: 0.00577572 | Time: 1373.99 ms [2021-10-01 22:08:57 main:574] : INFO : Epoch 1976 | loss: 0.00585075 | val_loss: 0.00576376 | Time: 1381.05 ms [2021-10-01 22:08:58 main:574] : INFO : Epoch 1977 | loss: 0.00582365 | val_loss: 0.00569402 | Time: 1376 ms [2021-10-01 22:09:00 main:574] : INFO : Epoch 1978 | loss: 0.00577982 | val_loss: 0.00568284 | Time: 1378.94 ms [2021-10-01 22:09:01 main:574] : INFO : Epoch 1979 | loss: 0.00574846 | val_loss: 0.00563384 | Time: 1388.43 ms [2021-10-01 22:09:02 main:574] : INFO : Epoch 1980 | loss: 0.00570609 | val_loss: 0.0055865 | Time: 1407.81 ms [2021-10-01 22:09:04 main:574] : INFO : Epoch 1981 | loss: 0.00566602 | val_loss: 0.0055917 | Time: 1383.34 ms [2021-10-01 22:09:05 main:574] : INFO : Epoch 1982 | loss: 0.00563933 | val_loss: 0.00552253 | Time: 1383.95 ms [2021-10-01 22:09:07 main:574] : INFO : Epoch 1983 | loss: 0.00559371 | val_loss: 0.0054943 | Time: 1381.35 ms [2021-10-01 22:09:08 main:574] : INFO : Epoch 1984 | loss: 0.00556243 | val_loss: 0.00547632 | Time: 1379.4 ms [2021-10-01 22:09:09 main:574] : INFO : Epoch 1985 | loss: 0.00552499 | val_loss: 0.0054209 | Time: 1386.39 ms [2021-10-01 22:09:11 main:574] : INFO : Epoch 1986 | loss: 0.00551943 | val_loss: 0.0054105 | Time: 1394.13 ms [2021-10-01 22:09:12 main:574] : INFO : Epoch 1987 | loss: 0.00552243 | val_loss: 0.00541414 | Time: 1414.32 ms [2021-10-01 22:09:14 main:574] : INFO : Epoch 1988 | loss: 0.00547937 | val_loss: 0.00537412 | Time: 1389.62 ms [2021-10-01 22:09:15 main:574] : INFO : Epoch 1989 | loss: 0.00546116 | val_loss: 0.00542033 | Time: 1429.55 ms [2021-10-01 22:09:16 main:574] : INFO : Epoch 1990 | loss: 0.00539106 | val_loss: 0.00526577 | Time: 1386.21 ms [2021-10-01 22:09:18 main:574] : INFO : Epoch 1991 | loss: 0.00536097 | val_loss: 0.00524522 | Time: 1383.08 ms [2021-10-01 22:09:19 main:574] : INFO : Epoch 1992 | loss: 0.00532844 | val_loss: 0.00519628 | Time: 1393.44 ms [2021-10-01 22:09:21 main:574] : INFO : Epoch 1993 | loss: 0.0052759 | val_loss: 0.00515777 | Time: 1380.56 ms [2021-10-01 22:09:22 main:574] : INFO : Epoch 1994 | loss: 0.00524193 | val_loss: 0.00516971 | Time: 1404.56 ms [2021-10-01 22:09:23 main:574] : INFO : Epoch 1995 | loss: 0.00520741 | val_loss: 0.00508939 | Time: 1380.3 ms [2021-10-01 22:09:25 main:574] : INFO : Epoch 1996 | loss: 0.0051825 | val_loss: 0.00506879 | Time: 1393.1 ms [2021-10-01 22:09:26 main:574] : INFO : Epoch 1997 | loss: 0.00513294 | val_loss: 0.00506274 | Time: 1379.97 ms [2021-10-01 22:09:28 main:574] : INFO : Epoch 1998 | loss: 0.0051124 | val_loss: 0.00501842 | Time: 1386.02 ms [2021-10-01 22:09:29 main:574] : INFO : Epoch 1999 | loss: 0.00507065 | val_loss: 0.00496592 | Time: 1376.42 ms [2021-10-01 22:09:30 main:574] : INFO : Epoch 2000 | loss: 0.00502628 | val_loss: 0.00491793 | Time: 1393.14 ms [2021-10-01 22:09:32 main:574] : INFO : Epoch 2001 | loss: 0.00499135 | val_loss: 0.00488909 | Time: 1391.78 ms [2021-10-01 22:09:33 main:574] : INFO : Epoch 2002 | loss: 0.00497012 | val_loss: 0.00486086 | Time: 1377.91 ms [2021-10-01 22:09:34 main:574] : INFO : Epoch 2003 | loss: 0.00493427 | val_loss: 0.00483199 | Time: 1393.78 ms [2021-10-01 22:09:36 main:574] : INFO : Epoch 2004 | loss: 0.00489923 | val_loss: 0.00479661 | Time: 1387.95 ms [2021-10-01 22:09:37 main:574] : INFO : Epoch 2005 | loss: 0.00488074 | val_loss: 0.00477903 | Time: 1385.11 ms [2021-10-01 22:09:39 main:574] : INFO : Epoch 2006 | loss: 0.00484793 | val_loss: 0.00473852 | Time: 1392.21 ms [2021-10-01 22:09:40 main:574] : INFO : Epoch 2007 | loss: 0.00482629 | val_loss: 0.00471718 | Time: 1400.25 ms [2021-10-01 22:09:41 main:574] : INFO : Epoch 2008 | loss: 0.00479227 | val_loss: 0.00468171 | Time: 1380.17 ms [2021-10-01 22:09:43 main:574] : INFO : Epoch 2009 | loss: 0.00475812 | val_loss: 0.00468447 | Time: 1395.19 ms [2021-10-01 22:09:44 main:574] : INFO : Epoch 2010 | loss: 0.00474272 | val_loss: 0.00468239 | Time: 1398.14 ms [2021-10-01 22:09:46 main:574] : INFO : Epoch 2011 | loss: 0.00470785 | val_loss: 0.00460979 | Time: 1390.08 ms [2021-10-01 22:09:47 main:574] : INFO : Epoch 2012 | loss: 0.00467022 | val_loss: 0.00460387 | Time: 1381.52 ms [2021-10-01 22:09:48 main:574] : INFO : Epoch 2013 | loss: 0.00465638 | val_loss: 0.00452574 | Time: 1393.56 ms [2021-10-01 22:09:50 main:574] : INFO : Epoch 2014 | loss: 0.00460143 | val_loss: 0.00448723 | Time: 1378.35 ms [2021-10-01 22:09:51 main:574] : INFO : Epoch 2015 | loss: 0.00457068 | val_loss: 0.0044541 | Time: 1378.03 ms [2021-10-01 22:09:53 main:574] : INFO : Epoch 2016 | loss: 0.004538 | val_loss: 0.00443095 | Time: 1377.94 ms [2021-10-01 22:09:54 main:574] : INFO : Epoch 2017 | loss: 0.00449662 | val_loss: 0.00439456 | Time: 1388.73 ms [2021-10-01 22:09:55 main:574] : INFO : Epoch 2018 | loss: 0.00447422 | val_loss: 0.00436485 | Time: 1403.03 ms [2021-10-01 22:09:57 main:574] : INFO : Epoch 2019 | loss: 0.00445479 | val_loss: 0.00431512 | Time: 1392.1 ms [2021-10-01 22:09:58 main:574] : INFO : Epoch 2020 | loss: 0.0043951 | val_loss: 0.00428095 | Time: 1396.73 ms [2021-10-01 22:10:00 main:574] : INFO : Epoch 2021 | loss: 0.00436218 | val_loss: 0.00423913 | Time: 1386.85 ms [2021-10-01 22:10:01 main:574] : INFO : Epoch 2022 | loss: 0.00433627 | val_loss: 0.00422851 | Time: 1382.81 ms [2021-10-01 22:10:02 main:574] : INFO : Epoch 2023 | loss: 0.00429212 | val_loss: 0.00417566 | Time: 1390.21 ms [2021-10-01 22:10:04 main:574] : INFO : Epoch 2024 | loss: 0.00426851 | val_loss: 0.00419387 | Time: 1388.42 ms [2021-10-01 22:10:05 main:574] : INFO : Epoch 2025 | loss: 0.00426663 | val_loss: 0.00418632 | Time: 1376.12 ms [2021-10-01 22:10:06 main:574] : INFO : Epoch 2026 | loss: 0.00424099 | val_loss: 0.00411327 | Time: 1387.36 ms [2021-10-01 22:10:08 main:574] : INFO : Epoch 2027 | loss: 0.00418253 | val_loss: 0.00416406 | Time: 1385.1 ms [2021-10-01 22:10:09 main:574] : INFO : Epoch 2028 | loss: 0.00416169 | val_loss: 0.00409552 | Time: 1383.08 ms [2021-10-01 22:10:11 main:574] : INFO : Epoch 2029 | loss: 0.00412175 | val_loss: 0.00399828 | Time: 1388.74 ms [2021-10-01 22:10:12 main:574] : INFO : Epoch 2030 | loss: 0.00407261 | val_loss: 0.0039625 | Time: 1393.45 ms [2021-10-01 22:10:13 main:574] : INFO : Epoch 2031 | loss: 0.00405657 | val_loss: 0.00396549 | Time: 1393.8 ms [2021-10-01 22:10:15 main:574] : INFO : Epoch 2032 | loss: 0.0040878 | val_loss: 0.00394014 | Time: 1420.16 ms [2021-10-01 22:10:16 main:574] : INFO : Epoch 2033 | loss: 0.00400837 | val_loss: 0.00389787 | Time: 1396.04 ms [2021-10-01 22:10:18 main:574] : INFO : Epoch 2034 | loss: 0.00396197 | val_loss: 0.00384685 | Time: 1401.73 ms [2021-10-01 22:10:19 main:574] : INFO : Epoch 2035 | loss: 0.00392535 | val_loss: 0.00384961 | Time: 1388.24 ms [2021-10-01 22:10:20 main:574] : INFO : Epoch 2036 | loss: 0.00390394 | val_loss: 0.00383475 | Time: 1385.81 ms [2021-10-01 22:10:22 main:574] : INFO : Epoch 2037 | loss: 0.0038898 | val_loss: 0.00376262 | Time: 1380.21 ms [2021-10-01 22:10:23 main:574] : INFO : Epoch 2038 | loss: 0.00381701 | val_loss: 0.00368714 | Time: 1378.25 ms [2021-10-01 22:10:25 main:574] : INFO : Epoch 2039 | loss: 0.00376085 | val_loss: 0.00363922 | Time: 1382.02 ms [2021-10-01 22:10:26 main:574] : INFO : Epoch 2040 | loss: 0.00369087 | val_loss: 0.00360057 | Time: 1378.93 ms [2021-10-01 22:10:27 main:574] : INFO : Epoch 2041 | loss: 0.00362764 | val_loss: 0.00352226 | Time: 1396.23 ms [2021-10-01 22:10:29 main:574] : INFO : Epoch 2042 | loss: 0.00357848 | val_loss: 0.00346804 | Time: 1381.33 ms [2021-10-01 22:10:30 main:574] : INFO : Epoch 2043 | loss: 0.00354499 | val_loss: 0.00345151 | Time: 1376.78 ms [2021-10-01 22:10:32 main:574] : INFO : Epoch 2044 | loss: 0.00350713 | val_loss: 0.00340814 | Time: 1382.74 ms [2021-10-01 22:10:33 main:574] : INFO : Epoch 2045 | loss: 0.00345356 | val_loss: 0.003362 | Time: 1376.53 ms [2021-10-01 22:10:34 main:574] : INFO : Epoch 2046 | loss: 0.00342294 | val_loss: 0.00331875 | Time: 1383.62 ms [2021-10-01 22:10:36 main:574] : INFO : Epoch 2047 | loss: 0.0033828 | val_loss: 0.00333308 | Time: 1382.17 ms [2021-10-01 22:10:37 main:574] : INFO : Epoch 2048 | loss: 0.00337214 | val_loss: 0.00332795 | Time: 1392.08 ms [2021-10-01 22:10:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.00332795 [2021-10-01 22:10:37 main:603] : INFO : Saving end state to config to file [2021-10-01 22:10:37 main:608] : INFO : Success, exiting.. 22:10:37 (15060): 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)