Task 7668282
| Name | ParityModified-1631729082-3858-3_0 |
| Workunit | 5317809 |
| Created | 28 Sep 2021, 6:42:02 UTC |
| Sent | 6 Oct 2021, 2:25:06 UTC |
| Report deadline | 13 Oct 2021, 2:25:06 UTC |
| Received | 6 Oct 2021, 16:41:33 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 50 min 13 sec |
| CPU time | 50 min 8 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,566.90 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.41 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 1538 | loss: 0.0311739 | val_loss: 0.0311845 | Time: 1450.51 ms [2021-10-06 12:18:59 main:581] : INFO : Epoch 1539 | loss: 0.0311745 | val_loss: 0.0311881 | Time: 1454.44 ms [2021-10-06 12:19:01 main:581] : INFO : Epoch 1540 | loss: 0.0311741 | val_loss: 0.0311841 | Time: 1454.51 ms [2021-10-06 12:19:02 main:581] : INFO : Epoch 1541 | loss: 0.0311753 | val_loss: 0.0311854 | Time: 1456.16 ms [2021-10-06 12:19:04 main:581] : INFO : Epoch 1542 | loss: 0.0311787 | val_loss: 0.0311892 | Time: 1460.75 ms [2021-10-06 12:19:05 main:581] : INFO : Epoch 1543 | loss: 0.0311789 | val_loss: 0.0311916 | Time: 1458.49 ms [2021-10-06 12:19:07 main:581] : INFO : Epoch 1544 | loss: 0.0311791 | val_loss: 0.0311856 | Time: 1444.04 ms [2021-10-06 12:19:08 main:581] : INFO : Epoch 1545 | loss: 0.0311774 | val_loss: 0.0311839 | Time: 1468.78 ms [2021-10-06 12:19:10 main:581] : INFO : Epoch 1546 | loss: 0.0311752 | val_loss: 0.0311836 | Time: 1463.21 ms [2021-10-06 12:19:11 main:581] : INFO : Epoch 1547 | loss: 0.0311787 | val_loss: 0.0311889 | Time: 1475.04 ms [2021-10-06 12:19:13 main:581] : INFO : Epoch 1548 | loss: 0.0311766 | val_loss: 0.0311931 | Time: 1445.56 ms [2021-10-06 12:19:14 main:581] : INFO : Epoch 1549 | loss: 0.0311802 | val_loss: 0.0311927 | Time: 1470.68 ms [2021-10-06 12:19:16 main:581] : INFO : Epoch 1550 | loss: 0.0311734 | val_loss: 0.0311833 | Time: 1470.76 ms [2021-10-06 12:19:17 main:581] : INFO : Epoch 1551 | loss: 0.0311741 | val_loss: 0.0311874 | Time: 1460.09 ms [2021-10-06 12:19:18 main:581] : INFO : Epoch 1552 | loss: 0.0311732 | val_loss: 0.0311876 | Time: 1475.21 ms [2021-10-06 12:19:20 main:581] : INFO : Epoch 1553 | loss: 0.0311712 | val_loss: 0.0311826 | Time: 1462.72 ms [2021-10-06 12:19:21 main:581] : INFO : Epoch 1554 | loss: 0.0311745 | val_loss: 0.0311859 | Time: 1454.55 ms [2021-10-06 12:19:23 main:581] : INFO : Epoch 1555 | loss: 0.0311737 | val_loss: 0.0311837 | Time: 1444.45 ms [2021-10-06 12:19:24 main:581] : INFO : Epoch 1556 | loss: 0.0311747 | val_loss: 0.031189 | Time: 1509.67 ms [2021-10-06 12:19:26 main:581] : INFO : Epoch 1557 | loss: 0.0311723 | val_loss: 0.0311827 | Time: 1471.27 ms [2021-10-06 12:19:27 main:581] : INFO : Epoch 1558 | loss: 0.0311751 | val_loss: 0.0311849 | Time: 1457.23 ms [2021-10-06 12:19:29 main:581] : INFO : Epoch 1559 | loss: 0.0311784 | val_loss: 0.0311869 | Time: 1465.63 ms [2021-10-06 12:19:30 main:581] : INFO : Epoch 1560 | loss: 0.0311778 | val_loss: 0.0311876 | Time: 1466.53 ms [2021-10-06 12:19:32 main:581] : INFO : Epoch 1561 | loss: 0.0311762 | val_loss: 0.0311929 | Time: 1459.99 ms [2021-10-06 12:19:33 main:581] : INFO : Epoch 1562 | loss: 0.031178 | val_loss: 0.0311878 | Time: 1462.39 ms [2021-10-06 12:19:35 main:581] : INFO : Epoch 1563 | loss: 0.0311771 | val_loss: 0.0311888 | Time: 1450.27 ms [2021-10-06 12:19:36 main:581] : INFO : Epoch 1564 | loss: 0.0311768 | val_loss: 0.031188 | Time: 1415.71 ms [2021-10-06 12:19:37 main:581] : INFO : Epoch 1565 | loss: 0.0311747 | val_loss: 0.0311851 | Time: 1457.24 ms [2021-10-06 12:19:39 main:581] : INFO : Epoch 1566 | loss: 0.0311747 | val_loss: 0.0311874 | Time: 1449.58 ms [2021-10-06 12:19:40 main:581] : INFO : Epoch 1567 | loss: 0.0311724 | val_loss: 0.0311827 | Time: 1464.03 ms [2021-10-06 12:19:42 main:581] : INFO : Epoch 1568 | loss: 0.0311725 | val_loss: 0.031186 | Time: 1434.45 ms [2021-10-06 12:19:43 main:581] : INFO : Epoch 1569 | loss: 0.0311722 | val_loss: 0.0311861 | Time: 1451.57 ms [2021-10-06 12:19:45 main:581] : INFO : Epoch 1570 | loss: 0.0311726 | val_loss: 0.0311847 | Time: 1451.72 ms [2021-10-06 12:19:46 main:581] : INFO : Epoch 1571 | loss: 0.0311727 | val_loss: 0.0311846 | Time: 1449.84 ms [2021-10-06 12:19:48 main:581] : INFO : Epoch 1572 | loss: 0.0311724 | val_loss: 0.0311941 | Time: 1472.4 ms [2021-10-06 12:19:49 main:581] : INFO : Epoch 1573 | loss: 0.0311787 | val_loss: 0.0311841 | Time: 1442.81 ms [2021-10-06 12:19:51 main:581] : INFO : Epoch 1574 | loss: 0.0311723 | val_loss: 0.031185 | Time: 1456.59 ms [2021-10-06 12:19:52 main:581] : INFO : Epoch 1575 | loss: 0.0311716 | val_loss: 0.0311844 | Time: 1463.21 ms [2021-10-06 12:19:53 main:581] : INFO : Epoch 1576 | loss: 0.0311706 | val_loss: 0.0311868 | Time: 1454.66 ms [2021-10-06 12:19:55 main:581] : INFO : Epoch 1577 | loss: 0.0311713 | val_loss: 0.0311824 | Time: 1458.14 ms [2021-10-06 12:19:56 main:581] : INFO : Epoch 1578 | loss: 0.0311718 | val_loss: 0.0311839 | Time: 1433.5 ms [2021-10-06 12:19:58 main:581] : INFO : Epoch 1579 | loss: 0.0311709 | val_loss: 0.0311838 | Time: 1433.09 ms [2021-10-06 12:19:59 main:581] : INFO : Epoch 1580 | loss: 0.0311738 | val_loss: 0.0311895 | Time: 1447.8 ms [2021-10-06 12:20:01 main:581] : INFO : Epoch 1581 | loss: 0.0311714 | val_loss: 0.0311843 | Time: 1466.75 ms [2021-10-06 12:20:02 main:581] : INFO : Epoch 1582 | loss: 0.0311706 | val_loss: 0.0311855 | Time: 1456.81 ms [2021-10-06 12:20:04 main:581] : INFO : Epoch 1583 | loss: 0.0311718 | val_loss: 0.0311833 | Time: 1460.34 ms [2021-10-06 12:20:05 main:581] : INFO : Epoch 1584 | loss: 0.031173 | val_loss: 0.0311861 | Time: 1476.42 ms [2021-10-06 12:20:07 main:581] : INFO : Epoch 1585 | loss: 0.031174 | val_loss: 0.0311871 | Time: 1447.26 ms [2021-10-06 12:20:08 main:581] : INFO : Epoch 1586 | loss: 0.0311775 | val_loss: 0.0311889 | Time: 1452.82 ms [2021-10-06 12:20:09 main:581] : INFO : Epoch 1587 | loss: 0.031176 | val_loss: 0.0311871 | Time: 1460.09 ms [2021-10-06 12:20:11 main:581] : INFO : Epoch 1588 | loss: 0.0311725 | val_loss: 0.0311885 | Time: 1443.32 ms [2021-10-06 12:20:12 main:581] : INFO : Epoch 1589 | loss: 0.0311722 | val_loss: 0.0311844 | Time: 1462.52 ms [2021-10-06 12:20:14 main:581] : INFO : Epoch 1590 | loss: 0.0311717 | val_loss: 0.0311863 | Time: 1475.97 ms [2021-10-06 12:20:15 main:581] : INFO : Epoch 1591 | loss: 0.0311741 | val_loss: 0.0311845 | Time: 1474.88 ms [2021-10-06 12:20:17 main:581] : INFO : Epoch 1592 | loss: 0.0311733 | val_loss: 0.0311833 | Time: 1495.16 ms [2021-10-06 12:20:18 main:581] : INFO : Epoch 1593 | loss: 0.031172 | val_loss: 0.0311842 | Time: 1481.41 ms [2021-10-06 12:20:20 main:581] : INFO : Epoch 1594 | loss: 0.0311752 | val_loss: 0.0311861 | Time: 1458.64 ms [2021-10-06 12:20:21 main:581] : INFO : Epoch 1595 | loss: 0.0311769 | val_loss: 0.0311909 | Time: 1499.77 ms [2021-10-06 12:20:23 main:581] : INFO : Epoch 1596 | loss: 0.0311799 | val_loss: 0.031185 | Time: 1477.18 ms [2021-10-06 12:20:24 main:581] : INFO : Epoch 1597 | loss: 0.0311814 | val_loss: 0.0311863 | Time: 1471.02 ms [2021-10-06 12:20:26 main:581] : INFO : Epoch 1598 | loss: 0.0311761 | val_loss: 0.0311847 | Time: 1464.66 ms [2021-10-06 12:20:27 main:581] : INFO : Epoch 1599 | loss: 0.0311748 | val_loss: 0.0311874 | Time: 1450 ms [2021-10-06 12:20:29 main:581] : INFO : Epoch 1600 | loss: 0.0311759 | val_loss: 0.0311844 | Time: 1445.2 ms [2021-10-06 12:20:30 main:581] : INFO : Epoch 1601 | loss: 0.0311744 | val_loss: 0.0311832 | Time: 1467.83 ms [2021-10-06 12:20:31 main:581] : INFO : Epoch 1602 | loss: 0.0311741 | val_loss: 0.0311839 | Time: 1452.62 ms [2021-10-06 12:20:33 main:581] : INFO : Epoch 1603 | loss: 0.0311733 | val_loss: 0.031183 | Time: 1486.23 ms [2021-10-06 12:20:34 main:581] : INFO : Epoch 1604 | loss: 0.0311773 | val_loss: 0.0311932 | Time: 1483.15 ms [2021-10-06 12:20:36 main:581] : INFO : Epoch 1605 | loss: 0.0311809 | val_loss: 0.0311951 | Time: 1500.42 ms [2021-10-06 12:20:37 main:581] : INFO : Epoch 1606 | loss: 0.0312016 | val_loss: 0.0313939 | Time: 1505.33 ms [2021-10-06 12:20:39 main:581] : INFO : Epoch 1607 | loss: 0.0832599 | val_loss: 0.0375986 | Time: 1484.07 ms [2021-10-06 12:20:40 main:581] : INFO : Epoch 1608 | loss: 0.0388447 | val_loss: 0.033468 | Time: 1479.21 ms [2021-10-06 12:20:42 main:581] : INFO : Epoch 1609 | loss: 0.0323892 | val_loss: 0.0317117 | Time: 1468.92 ms [2021-10-06 12:20:43 main:581] : INFO : Epoch 1610 | loss: 0.0314338 | val_loss: 0.0312675 | Time: 1460.92 ms [2021-10-06 12:20:45 main:581] : INFO : Epoch 1611 | loss: 0.031278 | val_loss: 0.0312616 | Time: 1485.68 ms [2021-10-06 12:20:46 main:581] : INFO : Epoch 1612 | loss: 0.0312553 | val_loss: 0.0312504 | Time: 1505.02 ms [2021-10-06 12:20:48 main:581] : INFO : Epoch 1613 | loss: 0.0312491 | val_loss: 0.031249 | Time: 1474.47 ms [2021-10-06 12:20:49 main:581] : INFO : Epoch 1614 | loss: 0.0312476 | val_loss: 0.0312476 | Time: 1493.3 ms [2021-10-06 12:20:51 main:581] : INFO : Epoch 1615 | loss: 0.0312468 | val_loss: 0.0312471 | Time: 1468.02 ms [2021-10-06 12:20:52 main:581] : INFO : Epoch 1616 | loss: 0.0312462 | val_loss: 0.0312464 | Time: 1488.24 ms [2021-10-06 12:20:54 main:581] : INFO : Epoch 1617 | loss: 0.0312455 | val_loss: 0.0312457 | Time: 1476.17 ms [2021-10-06 12:20:55 main:581] : INFO : Epoch 1618 | loss: 0.031245 | val_loss: 0.0312452 | Time: 1466.42 ms [2021-10-06 12:20:57 main:581] : INFO : Epoch 1619 | loss: 0.0312443 | val_loss: 0.0312447 | Time: 1472.74 ms [2021-10-06 12:20:58 main:581] : INFO : Epoch 1620 | loss: 0.031244 | val_loss: 0.031244 | Time: 1481.89 ms [2021-10-06 12:21:00 main:581] : INFO : Epoch 1621 | loss: 0.0312431 | val_loss: 0.0312433 | Time: 1456.77 ms [2021-10-06 12:21:01 main:581] : INFO : Epoch 1622 | loss: 0.0312424 | val_loss: 0.0312429 | Time: 1462.37 ms [2021-10-06 12:21:02 main:581] : INFO : Epoch 1623 | loss: 0.0312417 | val_loss: 0.0312421 | Time: 1444.86 ms [2021-10-06 12:21:04 main:581] : INFO : Epoch 1624 | loss: 0.031241 | val_loss: 0.0312411 | Time: 1450.91 ms [2021-10-06 12:21:05 main:581] : INFO : Epoch 1625 | loss: 0.03124 | val_loss: 0.0312403 | Time: 1474.72 ms [2021-10-06 12:21:07 main:581] : INFO : Epoch 1626 | loss: 0.031239 | val_loss: 0.0312392 | Time: 1467.77 ms [2021-10-06 12:21:08 main:581] : INFO : Epoch 1627 | loss: 0.0312381 | val_loss: 0.0312383 | Time: 1462.48 ms [2021-10-06 12:21:10 main:581] : INFO : Epoch 1628 | loss: 0.031237 | val_loss: 0.0312366 | Time: 1449.75 ms [2021-10-06 12:21:11 main:581] : INFO : Epoch 1629 | loss: 0.0312357 | val_loss: 0.0312353 | Time: 1448.78 ms [2021-10-06 12:21:13 main:581] : INFO : Epoch 1630 | loss: 0.0312344 | val_loss: 0.0312345 | Time: 1481.06 ms [2021-10-06 12:21:14 main:581] : INFO : Epoch 1631 | loss: 0.0312331 | val_loss: 0.0312328 | Time: 1475.66 ms [2021-10-06 12:21:16 main:581] : INFO : Epoch 1632 | loss: 0.0312316 | val_loss: 0.0312309 | Time: 1498.84 ms [2021-10-06 12:21:17 main:581] : INFO : Epoch 1633 | loss: 0.0312308 | val_loss: 0.0312299 | Time: 1468.8 ms [2021-10-06 12:21:19 main:581] : INFO : Epoch 1634 | loss: 0.0312294 | val_loss: 0.031229 | Time: 1464.18 ms [2021-10-06 12:21:20 main:581] : INFO : Epoch 1635 | loss: 0.0312286 | val_loss: 0.031228 | Time: 1475.44 ms [2021-10-06 12:21:22 main:581] : INFO : Epoch 1636 | loss: 0.0312276 | val_loss: 0.031227 | Time: 1453.01 ms [2021-10-06 12:21:23 main:581] : INFO : Epoch 1637 | loss: 0.0312276 | val_loss: 0.0312264 | Time: 1477.48 ms [2021-10-06 12:21:25 main:581] : INFO : Epoch 1638 | loss: 0.0312274 | val_loss: 0.0312248 | Time: 1478.12 ms [2021-10-06 12:21:26 main:581] : INFO : Epoch 1639 | loss: 0.0312251 | val_loss: 0.0312236 | Time: 1440.77 ms [2021-10-06 12:21:27 main:581] : INFO : Epoch 1640 | loss: 0.0312236 | val_loss: 0.031222 | Time: 1464.19 ms [2021-10-06 12:21:29 main:581] : INFO : Epoch 1641 | loss: 0.0312225 | val_loss: 0.0312215 | Time: 1449.44 ms [2021-10-06 12:21:30 main:581] : INFO : Epoch 1642 | loss: 0.0312214 | val_loss: 0.0312197 | Time: 1474.34 ms [2021-10-06 12:21:32 main:581] : INFO : Epoch 1643 | loss: 0.0312205 | val_loss: 0.0312192 | Time: 1462.82 ms [2021-10-06 12:21:33 main:581] : INFO : Epoch 1644 | loss: 0.0312196 | val_loss: 0.0312188 | Time: 1473.77 ms [2021-10-06 12:21:35 main:581] : INFO : Epoch 1645 | loss: 0.0312192 | val_loss: 0.0312189 | Time: 1450.22 ms [2021-10-06 12:21:36 main:581] : INFO : Epoch 1646 | loss: 0.0312186 | val_loss: 0.0312173 | Time: 1471.54 ms [2021-10-06 12:21:38 main:581] : INFO : Epoch 1647 | loss: 0.0312177 | val_loss: 0.0312158 | Time: 1466.16 ms [2021-10-06 12:21:39 main:581] : INFO : Epoch 1648 | loss: 0.0312166 | val_loss: 0.0312153 | Time: 1473.9 ms [2021-10-06 12:21:41 main:581] : INFO : Epoch 1649 | loss: 0.0312162 | val_loss: 0.0312158 | Time: 1478.33 ms [2021-10-06 12:21:42 main:581] : INFO : Epoch 1650 | loss: 0.0312155 | val_loss: 0.0312137 | Time: 1463.57 ms [2021-10-06 12:21:44 main:581] : INFO : Epoch 1651 | loss: 0.0312138 | val_loss: 0.0312115 | Time: 1603.13 ms [2021-10-06 12:21:45 main:581] : INFO : Epoch 1652 | loss: 0.031213 | val_loss: 0.0312124 | Time: 1656.7 ms [2021-10-06 12:21:47 main:581] : INFO : Epoch 1653 | loss: 0.0312124 | val_loss: 0.0312108 | Time: 1468.16 ms [2021-10-06 12:21:48 main:581] : INFO : Epoch 1654 | loss: 0.0312115 | val_loss: 0.0312109 | Time: 1515.89 ms [2021-10-06 12:21:50 main:581] : INFO : Epoch 1655 | loss: 0.0312103 | val_loss: 0.0312088 | Time: 1468.09 ms [2021-10-06 12:21:51 main:581] : INFO : Epoch 1656 | loss: 0.0312092 | val_loss: 0.0312077 | Time: 1551.05 ms [2021-10-06 12:21:53 main:581] : INFO : Epoch 1657 | loss: 0.0312083 | val_loss: 0.0312069 | Time: 1464.8 ms [2021-10-06 12:21:54 main:581] : INFO : Epoch 1658 | loss: 0.0312077 | val_loss: 0.0312064 | Time: 1496.91 ms [2021-10-06 12:21:56 main:581] : INFO : Epoch 1659 | loss: 0.0312076 | val_loss: 0.0312061 | Time: 1478.51 ms [2021-10-06 12:21:57 main:581] : INFO : Epoch 1660 | loss: 0.031207 | val_loss: 0.0312054 | Time: 1486.36 ms [2021-10-06 12:21:59 main:581] : INFO : Epoch 1661 | loss: 0.0312064 | val_loss: 0.0312039 | Time: 1465.37 ms [2021-10-06 12:22:00 main:581] : INFO : Epoch 1662 | loss: 0.031206 | val_loss: 0.031204 | Time: 1475.54 ms [2021-10-06 12:22:02 main:581] : INFO : Epoch 1663 | loss: 0.0312053 | val_loss: 0.0312037 | Time: 1489.01 ms [2021-10-06 12:22:03 main:581] : INFO : Epoch 1664 | loss: 0.0312044 | val_loss: 0.0312023 | Time: 1476 ms [2021-10-06 12:22:05 main:581] : INFO : Epoch 1665 | loss: 0.0312036 | val_loss: 0.0312008 | Time: 1489.65 ms [2021-10-06 12:22:06 main:581] : INFO : Epoch 1666 | loss: 0.0312024 | val_loss: 0.0312003 | Time: 1462.87 ms [2021-10-06 12:22:08 main:581] : INFO : Epoch 1667 | loss: 0.0312019 | val_loss: 0.0312007 | Time: 1445.11 ms [2021-10-06 12:22:09 main:581] : INFO : Epoch 1668 | loss: 0.0312011 | val_loss: 0.0311995 | Time: 1448.42 ms [2021-10-06 12:22:10 main:581] : INFO : Epoch 1669 | loss: 0.031202 | val_loss: 0.0312009 | Time: 1450.21 ms [2021-10-06 12:22:12 main:581] : INFO : Epoch 1670 | loss: 0.0312019 | val_loss: 0.0312007 | Time: 1464.64 ms [2021-10-06 12:22:13 main:581] : INFO : Epoch 1671 | loss: 0.0312015 | val_loss: 0.0311995 | Time: 1450.73 ms [2021-10-06 12:22:15 main:581] : INFO : Epoch 1672 | loss: 0.0312007 | val_loss: 0.0311995 | Time: 1462.39 ms [2021-10-06 12:22:16 main:581] : INFO : Epoch 1673 | loss: 0.0311999 | val_loss: 0.0311986 | Time: 1462.49 ms [2021-10-06 12:22:18 main:581] : INFO : Epoch 1674 | loss: 0.0312007 | val_loss: 0.0311999 | Time: 1447.38 ms [2021-10-06 12:22:19 main:581] : INFO : Epoch 1675 | loss: 0.0312 | val_loss: 0.0311982 | Time: 1439.27 ms [2021-10-06 12:22:21 main:581] : INFO : Epoch 1676 | loss: 0.0311994 | val_loss: 0.0311982 | Time: 1449.09 ms [2021-10-06 12:22:22 main:581] : INFO : Epoch 1677 | loss: 0.0311994 | val_loss: 0.0311997 | Time: 1460.25 ms [2021-10-06 12:22:24 main:581] : INFO : Epoch 1678 | loss: 0.0311995 | val_loss: 0.0311979 | Time: 1465.94 ms [2021-10-06 12:22:25 main:581] : INFO : Epoch 1679 | loss: 0.0311986 | val_loss: 0.0311989 | Time: 1462.6 ms [2021-10-06 12:22:27 main:581] : INFO : Epoch 1680 | loss: 0.0311988 | val_loss: 0.0311984 | Time: 1465.69 ms [2021-10-06 12:22:28 main:581] : INFO : Epoch 1681 | loss: 0.0311992 | val_loss: 0.0311976 | Time: 1459.35 ms [2021-10-06 12:22:29 main:581] : INFO : Epoch 1682 | loss: 0.0311992 | val_loss: 0.0311962 | Time: 1468.24 ms [2021-10-06 12:22:31 main:581] : INFO : Epoch 1683 | loss: 0.0311993 | val_loss: 0.0311972 | Time: 1462.41 ms [2021-10-06 12:22:32 main:581] : INFO : Epoch 1684 | loss: 0.0311997 | val_loss: 0.0311981 | Time: 1489.5 ms [2021-10-06 12:22:34 main:581] : INFO : Epoch 1685 | loss: 0.0311989 | val_loss: 0.031195 | Time: 1454.71 ms [2021-10-06 12:22:35 main:581] : INFO : Epoch 1686 | loss: 0.0311983 | val_loss: 0.0311965 | Time: 1462.24 ms [2021-10-06 12:22:37 main:581] : INFO : Epoch 1687 | loss: 0.0311984 | val_loss: 0.0311963 | Time: 1458.77 ms [2021-10-06 12:22:38 main:581] : INFO : Epoch 1688 | loss: 0.0311985 | val_loss: 0.0311962 | Time: 1453.62 ms [2021-10-06 12:22:40 main:581] : INFO : Epoch 1689 | loss: 0.0311984 | val_loss: 0.0311953 | Time: 1455.72 ms [2021-10-06 12:22:41 main:581] : INFO : Epoch 1690 | loss: 0.0311986 | val_loss: 0.0311956 | Time: 1472.08 ms [2021-10-06 12:22:43 main:581] : INFO : Epoch 1691 | loss: 0.0311969 | val_loss: 0.0311954 | Time: 1469.05 ms [2021-10-06 12:22:44 main:581] : INFO : Epoch 1692 | loss: 0.031197 | val_loss: 0.0311938 | Time: 1471.01 ms [2021-10-06 12:22:46 main:581] : INFO : Epoch 1693 | loss: 0.0311967 | val_loss: 0.0311949 | Time: 1464.75 ms [2021-10-06 12:22:47 main:581] : INFO : Epoch 1694 | loss: 0.0311958 | val_loss: 0.0311957 | Time: 1450.21 ms [2021-10-06 12:22:48 main:581] : INFO : Epoch 1695 | loss: 0.0311951 | val_loss: 0.0311937 | Time: 1463.53 ms [2021-10-06 12:22:50 main:581] : INFO : Epoch 1696 | loss: 0.0311935 | val_loss: 0.0311935 | Time: 1476.64 ms [2021-10-06 12:22:51 main:581] : INFO : Epoch 1697 | loss: 0.0311932 | val_loss: 0.0311928 | Time: 1479.55 ms [2021-10-06 12:22:53 main:581] : INFO : Epoch 1698 | loss: 0.0311929 | val_loss: 0.0311937 | Time: 1459.79 ms [2021-10-06 12:22:54 main:581] : INFO : Epoch 1699 | loss: 0.0311928 | val_loss: 0.0311926 | Time: 1451.16 ms [2021-10-06 12:22:56 main:581] : INFO : Epoch 1700 | loss: 0.0311923 | val_loss: 0.0311928 | Time: 1453.91 ms [2021-10-06 12:22:57 main:581] : INFO : Epoch 1701 | loss: 0.0311919 | val_loss: 0.0311925 | Time: 1457.21 ms [2021-10-06 12:22:59 main:581] : INFO : Epoch 1702 | loss: 0.0311919 | val_loss: 0.0311919 | Time: 1457.35 ms [2021-10-06 12:23:00 main:581] : INFO : Epoch 1703 | loss: 0.0311915 | val_loss: 0.0311918 | Time: 1459.47 ms [2021-10-06 12:23:02 main:581] : INFO : Epoch 1704 | loss: 0.0311911 | val_loss: 0.0311926 | Time: 1465.72 ms [2021-10-06 12:23:03 main:581] : INFO : Epoch 1705 | loss: 0.031192 | val_loss: 0.0311932 | Time: 1450.74 ms [2021-10-06 12:23:05 main:581] : INFO : Epoch 1706 | loss: 0.0311919 | val_loss: 0.0311934 | Time: 1457.33 ms [2021-10-06 12:23:06 main:581] : INFO : Epoch 1707 | loss: 0.0311904 | val_loss: 0.0311916 | Time: 1476.15 ms [2021-10-06 12:23:07 main:581] : INFO : Epoch 1708 | loss: 0.0311892 | val_loss: 0.0311918 | Time: 1457.77 ms [2021-10-06 12:23:09 main:581] : INFO : Epoch 1709 | loss: 0.0311889 | val_loss: 0.0311909 | Time: 1480.86 ms [2021-10-06 12:23:10 main:581] : INFO : Epoch 1710 | loss: 0.0311888 | val_loss: 0.0311914 | Time: 1480.1 ms [2021-10-06 12:23:12 main:581] : INFO : Epoch 1711 | loss: 0.031188 | val_loss: 0.0311909 | Time: 1472.39 ms [2021-10-06 12:23:13 main:581] : INFO : Epoch 1712 | loss: 0.0311873 | val_loss: 0.0311916 | Time: 1461.34 ms [2021-10-06 12:23:15 main:581] : INFO : Epoch 1713 | loss: 0.0311878 | val_loss: 0.0311922 | Time: 1461.48 ms [2021-10-06 12:23:16 main:581] : INFO : Epoch 1714 | loss: 0.0311888 | val_loss: 0.0311903 | Time: 1468.19 ms [2021-10-06 12:23:18 main:581] : INFO : Epoch 1715 | loss: 0.0311882 | val_loss: 0.0311906 | Time: 1430.77 ms [2021-10-06 12:23:19 main:581] : INFO : Epoch 1716 | loss: 0.0311874 | val_loss: 0.0311894 | Time: 1451.04 ms [2021-10-06 12:23:21 main:581] : INFO : Epoch 1717 | loss: 0.0311883 | val_loss: 0.0311908 | Time: 1463.74 ms [2021-10-06 12:23:22 main:581] : INFO : Epoch 1718 | loss: 0.0311884 | val_loss: 0.0311895 | Time: 1456.08 ms [2021-10-06 12:23:24 main:581] : INFO : Epoch 1719 | loss: 0.0311878 | val_loss: 0.0311892 | Time: 1458.05 ms [2021-10-06 12:23:25 main:581] : INFO : Epoch 1720 | loss: 0.0311869 | val_loss: 0.0311886 | Time: 1462.11 ms [2021-10-06 12:23:27 main:581] : INFO : Epoch 1721 | loss: 0.0311886 | val_loss: 0.0311955 | Time: 1466.81 ms [2021-10-06 12:23:28 main:581] : INFO : Epoch 1722 | loss: 0.0311968 | val_loss: 0.031197 | Time: 1475.24 ms [2021-10-06 12:23:29 main:581] : INFO : Epoch 1723 | loss: 0.0311955 | val_loss: 0.0311945 | Time: 1449.79 ms [2021-10-06 12:23:31 main:581] : INFO : Epoch 1724 | loss: 0.0311927 | val_loss: 0.0311922 | Time: 1462.98 ms [2021-10-06 12:23:32 main:581] : INFO : Epoch 1725 | loss: 0.0311913 | val_loss: 0.0311912 | Time: 1493.2 ms [2021-10-06 12:23:34 main:581] : INFO : Epoch 1726 | loss: 0.0311904 | val_loss: 0.0311906 | Time: 1448.47 ms [2021-10-06 12:23:35 main:581] : INFO : Epoch 1727 | loss: 0.0311902 | val_loss: 0.0311909 | Time: 1475.23 ms [2021-10-06 12:23:37 main:581] : INFO : Epoch 1728 | loss: 0.0311898 | val_loss: 0.0311897 | Time: 1480.64 ms [2021-10-06 12:23:38 main:581] : INFO : Epoch 1729 | loss: 0.0311887 | val_loss: 0.0311894 | Time: 1487.38 ms [2021-10-06 12:23:40 main:581] : INFO : Epoch 1730 | loss: 0.0311884 | val_loss: 0.0311907 | Time: 1468.14 ms [2021-10-06 12:23:41 main:581] : INFO : Epoch 1731 | loss: 0.0311879 | val_loss: 0.031189 | Time: 1486.45 ms [2021-10-06 12:23:43 main:581] : INFO : Epoch 1732 | loss: 0.0311875 | val_loss: 0.0311899 | Time: 1459.03 ms [2021-10-06 12:23:44 main:581] : INFO : Epoch 1733 | loss: 0.0311883 | val_loss: 0.0311908 | Time: 1475.06 ms [2021-10-06 12:23:46 main:581] : INFO : Epoch 1734 | loss: 0.0311876 | val_loss: 0.0311894 | Time: 1463.57 ms [2021-10-06 12:23:47 main:581] : INFO : Epoch 1735 | loss: 0.0311869 | val_loss: 0.031189 | Time: 1465.41 ms [2021-10-06 12:23:49 main:581] : INFO : Epoch 1736 | loss: 0.031187 | val_loss: 0.0311899 | Time: 1476.26 ms [2021-10-06 12:23:50 main:581] : INFO : Epoch 1737 | loss: 0.031187 | val_loss: 0.0311894 | Time: 1460.42 ms [2021-10-06 12:23:52 main:581] : INFO : Epoch 1738 | loss: 0.0311883 | val_loss: 0.0311893 | Time: 1470.26 ms [2021-10-06 12:23:53 main:581] : INFO : Epoch 1739 | loss: 0.0311874 | val_loss: 0.0311886 | Time: 1473.21 ms [2021-10-06 12:23:54 main:581] : INFO : Epoch 1740 | loss: 0.0311881 | val_loss: 0.0311888 | Time: 1471.38 ms [2021-10-06 12:23:56 main:581] : INFO : Epoch 1741 | loss: 0.0311876 | val_loss: 0.0311879 | Time: 1473.16 ms [2021-10-06 12:23:57 main:581] : INFO : Epoch 1742 | loss: 0.0311865 | val_loss: 0.0311872 | Time: 1466.93 ms [2021-10-06 12:23:59 main:581] : INFO : Epoch 1743 | loss: 0.031185 | val_loss: 0.0311862 | Time: 1467.64 ms [2021-10-06 12:24:00 main:581] : INFO : Epoch 1744 | loss: 0.0311852 | val_loss: 0.0311862 | Time: 1450.86 ms [2021-10-06 12:24:02 main:581] : INFO : Epoch 1745 | loss: 0.0311855 | val_loss: 0.0311886 | Time: 1454.51 ms [2021-10-06 12:24:03 main:581] : INFO : Epoch 1746 | loss: 0.0311846 | val_loss: 0.0311869 | Time: 1491.02 ms [2021-10-06 12:24:05 main:581] : INFO : Epoch 1747 | loss: 0.0311852 | val_loss: 0.0311874 | Time: 1443.78 ms [2021-10-06 12:24:06 main:581] : INFO : Epoch 1748 | loss: 0.0311846 | val_loss: 0.0311864 | Time: 1451.78 ms [2021-10-06 12:24:08 main:581] : INFO : Epoch 1749 | loss: 0.0311839 | val_loss: 0.031186 | Time: 1450.82 ms [2021-10-06 12:24:09 main:581] : INFO : Epoch 1750 | loss: 0.0311836 | val_loss: 0.031186 | Time: 1466.94 ms [2021-10-06 12:24:11 main:581] : INFO : Epoch 1751 | loss: 0.0311842 | val_loss: 0.0311857 | Time: 1470.61 ms [2021-10-06 12:24:12 main:581] : INFO : Epoch 1752 | loss: 0.0311847 | val_loss: 0.0311864 | Time: 1457.08 ms [2021-10-06 12:24:13 main:581] : INFO : Epoch 1753 | loss: 0.0311847 | val_loss: 0.0311853 | Time: 1447.73 ms [2021-10-06 12:24:15 main:581] : INFO : Epoch 1754 | loss: 0.0311851 | val_loss: 0.0311866 | Time: 1444.49 ms [2021-10-06 12:24:16 main:581] : INFO : Epoch 1755 | loss: 0.0311851 | val_loss: 0.031185 | Time: 1445.68 ms [2021-10-06 12:24:18 main:581] : INFO : Epoch 1756 | loss: 0.0311847 | val_loss: 0.0311862 | Time: 1417.48 ms [2021-10-06 12:24:19 main:581] : INFO : Epoch 1757 | loss: 0.0311845 | val_loss: 0.0311858 | Time: 1455.89 ms [2021-10-06 12:24:21 main:581] : INFO : Epoch 1758 | loss: 0.0311843 | val_loss: 0.0311864 | Time: 1450.47 ms [2021-10-06 12:24:22 main:581] : INFO : Epoch 1759 | loss: 0.031186 | val_loss: 0.0311854 | Time: 1462.85 ms [2021-10-06 12:24:24 main:581] : INFO : Epoch 1760 | loss: 0.0311854 | val_loss: 0.0311868 | Time: 1481.02 ms [2021-10-06 12:24:25 main:581] : INFO : Epoch 1761 | loss: 0.0311857 | val_loss: 0.0311855 | Time: 1472.25 ms [2021-10-06 12:24:27 main:581] : INFO : Epoch 1762 | loss: 0.0311844 | val_loss: 0.0311848 | Time: 1457.98 ms [2021-10-06 12:24:28 main:581] : INFO : Epoch 1763 | loss: 0.0311843 | val_loss: 0.0311853 | Time: 1457.17 ms [2021-10-06 12:24:29 main:581] : INFO : Epoch 1764 | loss: 0.0311842 | val_loss: 0.0311855 | Time: 1464.81 ms [2021-10-06 12:24:31 main:581] : INFO : Epoch 1765 | loss: 0.0311843 | val_loss: 0.0311867 | Time: 1459.11 ms [2021-10-06 12:24:32 main:581] : INFO : Epoch 1766 | loss: 0.0311841 | val_loss: 0.0311857 | Time: 1468.15 ms [2021-10-06 12:24:34 main:581] : INFO : Epoch 1767 | loss: 0.0311835 | val_loss: 0.0311857 | Time: 1426.21 ms [2021-10-06 12:24:35 main:581] : INFO : Epoch 1768 | loss: 0.0311835 | val_loss: 0.0311862 | Time: 1454.44 ms [2021-10-06 12:24:37 main:581] : INFO : Epoch 1769 | loss: 0.031184 | val_loss: 0.0311867 | Time: 1445.08 ms [2021-10-06 12:24:38 main:581] : INFO : Epoch 1770 | loss: 0.0311833 | val_loss: 0.0311861 | Time: 1439.21 ms [2021-10-06 12:24:40 main:581] : INFO : Epoch 1771 | loss: 0.0311837 | val_loss: 0.0311856 | Time: 1465.12 ms [2021-10-06 12:24:41 main:581] : INFO : Epoch 1772 | loss: 0.0311835 | val_loss: 0.0311876 | Time: 1455.3 ms [2021-10-06 12:24:43 main:581] : INFO : Epoch 1773 | loss: 0.0311831 | val_loss: 0.031187 | Time: 1456.21 ms [2021-10-06 12:24:44 main:581] : INFO : Epoch 1774 | loss: 0.0311824 | val_loss: 0.0311859 | Time: 1462.5 ms [2021-10-06 12:24:45 main:581] : INFO : Epoch 1775 | loss: 0.0311828 | val_loss: 0.0311871 | Time: 1464.19 ms [2021-10-06 12:24:47 main:581] : INFO : Epoch 1776 | loss: 0.0311826 | val_loss: 0.0311854 | Time: 1456.06 ms [2021-10-06 12:24:48 main:581] : INFO : Epoch 1777 | loss: 0.0311817 | val_loss: 0.0311854 | Time: 1465.42 ms [2021-10-06 12:24:50 main:581] : INFO : Epoch 1778 | loss: 0.0311813 | val_loss: 0.0311855 | Time: 1453.84 ms [2021-10-06 12:24:51 main:581] : INFO : Epoch 1779 | loss: 0.0311808 | val_loss: 0.0311845 | Time: 1476.45 ms [2021-10-06 12:24:53 main:581] : INFO : Epoch 1780 | loss: 0.0311811 | val_loss: 0.0311847 | Time: 1459.11 ms [2021-10-06 12:24:54 main:581] : INFO : Epoch 1781 | loss: 0.0311827 | val_loss: 0.031185 | Time: 1461.17 ms [2021-10-06 12:24:56 main:581] : INFO : Epoch 1782 | loss: 0.0311845 | val_loss: 0.0311854 | Time: 1440.13 ms [2021-10-06 12:24:57 main:581] : INFO : Epoch 1783 | loss: 0.0311825 | val_loss: 0.0311847 | Time: 1466.18 ms [2021-10-06 12:24:59 main:581] : INFO : Epoch 1784 | loss: 0.0311821 | val_loss: 0.0311858 | Time: 1454.21 ms [2021-10-06 12:25:00 main:581] : INFO : Epoch 1785 | loss: 0.0311829 | val_loss: 0.0311888 | Time: 1483.65 ms [2021-10-06 12:25:02 main:581] : INFO : Epoch 1786 | loss: 0.0311842 | val_loss: 0.0311874 | Time: 1452.75 ms [2021-10-06 12:25:03 main:581] : INFO : Epoch 1787 | loss: 0.0311832 | val_loss: 0.0311885 | Time: 1472.46 ms [2021-10-06 12:25:04 main:581] : INFO : Epoch 1788 | loss: 0.0311823 | val_loss: 0.0311843 | Time: 1488.35 ms [2021-10-06 12:25:06 main:581] : INFO : Epoch 1789 | loss: 0.0311815 | val_loss: 0.0311856 | Time: 1462.84 ms [2021-10-06 12:25:07 main:581] : INFO : Epoch 1790 | loss: 0.0311837 | val_loss: 0.0311857 | Time: 1461.37 ms [2021-10-06 12:25:09 main:581] : INFO : Epoch 1791 | loss: 0.0311828 | val_loss: 0.0311854 | Time: 1453.72 ms [2021-10-06 12:25:10 main:581] : INFO : Epoch 1792 | loss: 0.031182 | val_loss: 0.0311842 | Time: 1459.77 ms [2021-10-06 12:25:12 main:581] : INFO : Epoch 1793 | loss: 0.0311811 | val_loss: 0.0311841 | Time: 1467.59 ms [2021-10-06 12:25:13 main:581] : INFO : Epoch 1794 | loss: 0.0311811 | val_loss: 0.0311842 | Time: 1461.85 ms [2021-10-06 12:25:15 main:581] : INFO : Epoch 1795 | loss: 0.0311804 | val_loss: 0.0311838 | Time: 1463.42 ms [2021-10-06 12:25:16 main:581] : INFO : Epoch 1796 | loss: 0.0311805 | val_loss: 0.0311852 | Time: 1469.9 ms [2021-10-06 12:25:18 main:581] : INFO : Epoch 1797 | loss: 0.0311852 | val_loss: 0.0311941 | Time: 1493.25 ms [2021-10-06 12:25:19 main:581] : INFO : Epoch 1798 | loss: 0.0311886 | val_loss: 0.0311918 | Time: 1477.83 ms [2021-10-06 12:25:21 main:581] : INFO : Epoch 1799 | loss: 0.0311862 | val_loss: 0.0311898 | Time: 1458.79 ms [2021-10-06 12:25:22 main:581] : INFO : Epoch 1800 | loss: 0.0311858 | val_loss: 0.0311894 | Time: 1465.41 ms [2021-10-06 12:25:24 main:581] : INFO : Epoch 1801 | loss: 0.0311845 | val_loss: 0.0311901 | Time: 1527.8 ms [2021-10-06 12:25:25 main:581] : INFO : Epoch 1802 | loss: 0.0311858 | val_loss: 0.0311916 | Time: 1462.41 ms [2021-10-06 12:25:27 main:581] : INFO : Epoch 1803 | loss: 0.0311884 | val_loss: 0.0311913 | Time: 1464.38 ms [2021-10-06 12:25:28 main:581] : INFO : Epoch 1804 | loss: 0.0311879 | val_loss: 0.0311903 | Time: 1481.2 ms [2021-10-06 12:25:29 main:581] : INFO : Epoch 1805 | loss: 0.031185 | val_loss: 0.0311876 | Time: 1477.42 ms [2021-10-06 12:25:31 main:581] : INFO : Epoch 1806 | loss: 0.031187 | val_loss: 0.0311871 | Time: 1488.46 ms [2021-10-06 12:25:32 main:581] : INFO : Epoch 1807 | loss: 0.0311875 | val_loss: 0.031188 | Time: 1467.13 ms [2021-10-06 12:25:34 main:581] : INFO : Epoch 1808 | loss: 0.0311866 | val_loss: 0.0311869 | Time: 1443.52 ms [2021-10-06 12:25:35 main:581] : INFO : Epoch 1809 | loss: 0.0311855 | val_loss: 0.0311877 | Time: 1453.02 ms [2021-10-06 12:25:37 main:581] : INFO : Epoch 1810 | loss: 0.0311851 | val_loss: 0.031188 | Time: 1478.89 ms [2021-10-06 12:25:38 main:581] : INFO : Epoch 1811 | loss: 0.031185 | val_loss: 0.0311862 | Time: 1453.76 ms [2021-10-06 12:25:40 main:581] : INFO : Epoch 1812 | loss: 0.0311854 | val_loss: 0.0311884 | Time: 1456.51 ms [2021-10-06 12:25:41 main:581] : INFO : Epoch 1813 | loss: 0.0311862 | val_loss: 0.0311875 | Time: 1469.42 ms [2021-10-06 12:25:43 main:581] : INFO : Epoch 1814 | loss: 0.0311856 | val_loss: 0.0311875 | Time: 1436.28 ms [2021-10-06 12:25:44 main:581] : INFO : Epoch 1815 | loss: 0.0311845 | val_loss: 0.0311872 | Time: 1463.57 ms [2021-10-06 12:25:46 main:581] : INFO : Epoch 1816 | loss: 0.0311847 | val_loss: 0.0311879 | Time: 1464.72 ms [2021-10-06 12:25:47 main:581] : INFO : Epoch 1817 | loss: 0.0311889 | val_loss: 0.0311891 | Time: 1467.37 ms [2021-10-06 12:25:48 main:581] : INFO : Epoch 1818 | loss: 0.0311886 | val_loss: 0.0311887 | Time: 1456.77 ms [2021-10-06 12:25:50 main:581] : INFO : Epoch 1819 | loss: 0.0311913 | val_loss: 0.0311886 | Time: 1495.02 ms [2021-10-06 12:25:51 main:581] : INFO : Epoch 1820 | loss: 0.0311937 | val_loss: 0.0311892 | Time: 1458.41 ms [2021-10-06 12:25:53 main:581] : INFO : Epoch 1821 | loss: 0.031194 | val_loss: 0.031191 | Time: 1460.4 ms [2021-10-06 12:25:54 main:581] : INFO : Epoch 1822 | loss: 0.0311929 | val_loss: 0.0311917 | Time: 1464.36 ms [2021-10-06 12:25:56 main:581] : INFO : Epoch 1823 | loss: 0.0311923 | val_loss: 0.031191 | Time: 1501.22 ms [2021-10-06 12:25:57 main:581] : INFO : Epoch 1824 | loss: 0.0311919 | val_loss: 0.0311909 | Time: 1455.86 ms [2021-10-06 12:25:59 main:581] : INFO : Epoch 1825 | loss: 0.0311913 | val_loss: 0.0311901 | Time: 1472.89 ms [2021-10-06 12:26:00 main:581] : INFO : Epoch 1826 | loss: 0.0311907 | val_loss: 0.0311897 | Time: 1467.06 ms [2021-10-06 12:26:02 main:581] : INFO : Epoch 1827 | loss: 0.0311905 | val_loss: 0.0311898 | Time: 1447.16 ms [2021-10-06 12:26:03 main:581] : INFO : Epoch 1828 | loss: 0.0311904 | val_loss: 0.0311909 | Time: 1476.54 ms [2021-10-06 12:26:05 main:581] : INFO : Epoch 1829 | loss: 0.0311905 | val_loss: 0.0311893 | Time: 1494.17 ms [2021-10-06 12:26:06 main:581] : INFO : Epoch 1830 | loss: 0.0311893 | val_loss: 0.0311891 | Time: 1466.57 ms [2021-10-06 12:26:08 main:581] : INFO : Epoch 1831 | loss: 0.0311905 | val_loss: 0.0311881 | Time: 1472.04 ms [2021-10-06 12:26:09 main:581] : INFO : Epoch 1832 | loss: 0.0311895 | val_loss: 0.0311927 | Time: 1481.11 ms [2021-10-06 12:26:11 main:581] : INFO : Epoch 1833 | loss: 0.0311893 | val_loss: 0.0311876 | Time: 1450.34 ms [2021-10-06 12:26:12 main:581] : INFO : Epoch 1834 | loss: 0.031188 | val_loss: 0.0311876 | Time: 1439.62 ms [2021-10-06 12:26:13 main:581] : INFO : Epoch 1835 | loss: 0.031188 | val_loss: 0.0311884 | Time: 1468.5 ms [2021-10-06 12:26:15 main:581] : INFO : Epoch 1836 | loss: 0.0311882 | val_loss: 0.0311886 | Time: 1460.79 ms [2021-10-06 12:26:16 main:581] : INFO : Epoch 1837 | loss: 0.0311884 | val_loss: 0.031189 | Time: 1463.84 ms [2021-10-06 12:26:18 main:581] : INFO : Epoch 1838 | loss: 0.0311875 | val_loss: 0.0311899 | Time: 1442.11 ms [2021-10-06 12:26:19 main:581] : INFO : Epoch 1839 | loss: 0.0311892 | val_loss: 0.031192 | Time: 1464.51 ms [2021-10-06 12:26:21 main:581] : INFO : Epoch 1840 | loss: 0.0311877 | val_loss: 0.0311929 | Time: 1463.62 ms [2021-10-06 12:26:22 main:581] : INFO : Epoch 1841 | loss: 0.0311889 | val_loss: 0.0311927 | Time: 1480.58 ms [2021-10-06 12:26:24 main:581] : INFO : Epoch 1842 | loss: 0.0311879 | val_loss: 0.0311927 | Time: 1489.9 ms [2021-10-06 12:26:25 main:581] : INFO : Epoch 1843 | loss: 0.0311895 | val_loss: 0.0311944 | Time: 1485.88 ms [2021-10-06 12:26:27 main:581] : INFO : Epoch 1844 | loss: 0.0311921 | val_loss: 0.0311955 | Time: 1471.25 ms [2021-10-06 12:26:28 main:581] : INFO : Epoch 1845 | loss: 0.0311901 | val_loss: 0.0311955 | Time: 1463.3 ms [2021-10-06 12:26:30 main:581] : INFO : Epoch 1846 | loss: 0.0311883 | val_loss: 0.0311923 | Time: 1485.29 ms [2021-10-06 12:26:31 main:581] : INFO : Epoch 1847 | loss: 0.0311868 | val_loss: 0.0311902 | Time: 1481.54 ms [2021-10-06 12:26:33 main:581] : INFO : Epoch 1848 | loss: 0.0311863 | val_loss: 0.0311913 | Time: 1465 ms [2021-10-06 12:26:34 main:581] : INFO : Epoch 1849 | loss: 0.0311852 | val_loss: 0.0311901 | Time: 1470.41 ms [2021-10-06 12:26:36 main:581] : INFO : Epoch 1850 | loss: 0.0311852 | val_loss: 0.0311908 | Time: 1464.19 ms [2021-10-06 12:26:37 main:581] : INFO : Epoch 1851 | loss: 0.0311855 | val_loss: 0.0311895 | Time: 1448.71 ms [2021-10-06 12:26:38 main:581] : INFO : Epoch 1852 | loss: 0.0311849 | val_loss: 0.0311856 | Time: 1454.1 ms [2021-10-06 12:26:40 main:581] : INFO : Epoch 1853 | loss: 0.0311835 | val_loss: 0.0311869 | Time: 1472.91 ms [2021-10-06 12:26:41 main:581] : INFO : Epoch 1854 | loss: 0.0311836 | val_loss: 0.0311846 | Time: 1457.01 ms [2021-10-06 12:26:43 main:581] : INFO : Epoch 1855 | loss: 0.0311843 | val_loss: 0.0311865 | Time: 1453.64 ms [2021-10-06 12:26:44 main:581] : INFO : Epoch 1856 | loss: 0.031184 | val_loss: 0.0311856 | Time: 1460.69 ms [2021-10-06 12:26:46 main:581] : INFO : Epoch 1857 | loss: 0.0311816 | val_loss: 0.0311843 | Time: 1467.83 ms [2021-10-06 12:26:47 main:581] : INFO : Epoch 1858 | loss: 0.0311831 | val_loss: 0.0311886 | Time: 1492.08 ms [2021-10-06 12:26:49 main:581] : INFO : Epoch 1859 | loss: 0.031183 | val_loss: 0.0311888 | Time: 1468.02 ms [2021-10-06 12:26:50 main:581] : INFO : Epoch 1860 | loss: 0.0311814 | val_loss: 0.0311895 | Time: 1468.92 ms [2021-10-06 12:26:52 main:581] : INFO : Epoch 1861 | loss: 0.0311829 | val_loss: 0.031191 | Time: 1476.55 ms [2021-10-06 12:26:53 main:581] : INFO : Epoch 1862 | loss: 0.0311838 | val_loss: 0.0311917 | Time: 1461.56 ms [2021-10-06 12:26:55 main:581] : INFO : Epoch 1863 | loss: 0.0311841 | val_loss: 0.0311933 | Time: 1470.23 ms [2021-10-06 12:26:56 main:581] : INFO : Epoch 1864 | loss: 0.0311843 | val_loss: 0.0311926 | Time: 1460.26 ms [2021-10-06 12:26:58 main:581] : INFO : Epoch 1865 | loss: 0.0311832 | val_loss: 0.0311885 | Time: 1473.17 ms [2021-10-06 12:26:59 main:581] : INFO : Epoch 1866 | loss: 0.0311825 | val_loss: 0.0311892 | Time: 1485.6 ms [2021-10-06 12:27:00 main:581] : INFO : Epoch 1867 | loss: 0.0311816 | val_loss: 0.0311885 | Time: 1480.92 ms [2021-10-06 12:27:02 main:581] : INFO : Epoch 1868 | loss: 0.031181 | val_loss: 0.0311866 | Time: 1443.6 ms [2021-10-06 12:27:03 main:581] : INFO : Epoch 1869 | loss: 0.0311806 | val_loss: 0.0311872 | Time: 1474.72 ms [2021-10-06 12:27:05 main:581] : INFO : Epoch 1870 | loss: 0.0311809 | val_loss: 0.0311888 | Time: 1456.74 ms [2021-10-06 12:27:06 main:581] : INFO : Epoch 1871 | loss: 0.0311812 | val_loss: 0.0311889 | Time: 1434.91 ms [2021-10-06 12:27:08 main:581] : INFO : Epoch 1872 | loss: 0.0311816 | val_loss: 0.0311888 | Time: 1454.02 ms [2021-10-06 12:27:09 main:581] : INFO : Epoch 1873 | loss: 0.0311798 | val_loss: 0.0311885 | Time: 1459.58 ms [2021-10-06 12:27:11 main:581] : INFO : Epoch 1874 | loss: 0.0311809 | val_loss: 0.0311892 | Time: 1464.47 ms [2021-10-06 12:27:12 main:581] : INFO : Epoch 1875 | loss: 0.0311824 | val_loss: 0.0311904 | Time: 1480.58 ms [2021-10-06 12:27:14 main:581] : INFO : Epoch 1876 | loss: 0.0311831 | val_loss: 0.0311903 | Time: 1463.15 ms [2021-10-06 12:27:15 main:581] : INFO : Epoch 1877 | loss: 0.0311815 | val_loss: 0.0311923 | Time: 1444.69 ms [2021-10-06 12:27:17 main:581] : INFO : Epoch 1878 | loss: 0.031182 | val_loss: 0.0311901 | Time: 1462.22 ms [2021-10-06 12:27:18 main:581] : INFO : Epoch 1879 | loss: 0.0311826 | val_loss: 0.0311917 | Time: 1467.16 ms [2021-10-06 12:27:19 main:581] : INFO : Epoch 1880 | loss: 0.0311825 | val_loss: 0.0311893 | Time: 1431.82 ms [2021-10-06 12:27:21 main:581] : INFO : Epoch 1881 | loss: 0.0311814 | val_loss: 0.0311898 | Time: 1453.92 ms [2021-10-06 12:27:22 main:581] : INFO : Epoch 1882 | loss: 0.0311805 | val_loss: 0.0311888 | Time: 1456.55 ms [2021-10-06 12:27:24 main:581] : INFO : Epoch 1883 | loss: 0.0311805 | val_loss: 0.0311885 | Time: 1455.12 ms [2021-10-06 12:27:25 main:581] : INFO : Epoch 1884 | loss: 0.0311828 | val_loss: 0.0311917 | Time: 1468.01 ms [2021-10-06 12:27:27 main:581] : INFO : Epoch 1885 | loss: 0.0311854 | val_loss: 0.0311887 | Time: 1468.72 ms [2021-10-06 12:27:28 main:581] : INFO : Epoch 1886 | loss: 0.0311845 | val_loss: 0.0311884 | Time: 1484.46 ms [2021-10-06 12:27:30 main:581] : INFO : Epoch 1887 | loss: 0.0311833 | val_loss: 0.031192 | Time: 1447.63 ms [2021-10-06 12:27:31 main:581] : INFO : Epoch 1888 | loss: 0.0311831 | val_loss: 0.0311891 | Time: 1461.17 ms [2021-10-06 12:27:33 main:581] : INFO : Epoch 1889 | loss: 0.031182 | val_loss: 0.0311886 | Time: 1481.78 ms [2021-10-06 12:27:34 main:581] : INFO : Epoch 1890 | loss: 0.031181 | val_loss: 0.0311866 | Time: 1468.83 ms [2021-10-06 12:27:36 main:581] : INFO : Epoch 1891 | loss: 0.0311807 | val_loss: 0.0311881 | Time: 1470.06 ms [2021-10-06 12:27:37 main:581] : INFO : Epoch 1892 | loss: 0.0311807 | val_loss: 0.0311882 | Time: 1474.39 ms [2021-10-06 12:27:38 main:581] : INFO : Epoch 1893 | loss: 0.0311824 | val_loss: 0.0311874 | Time: 1470.8 ms [2021-10-06 12:27:40 main:581] : INFO : Epoch 1894 | loss: 0.0311812 | val_loss: 0.0311887 | Time: 1461.43 ms [2021-10-06 12:27:41 main:581] : INFO : Epoch 1895 | loss: 0.0311848 | val_loss: 0.0311939 | Time: 1480.05 ms [2021-10-06 12:27:43 main:581] : INFO : Epoch 1896 | loss: 0.0311837 | val_loss: 0.0311852 | Time: 1471.95 ms [2021-10-06 12:27:44 main:581] : INFO : Epoch 1897 | loss: 0.0311818 | val_loss: 0.0311863 | Time: 1473.87 ms [2021-10-06 12:27:46 main:581] : INFO : Epoch 1898 | loss: 0.0311819 | val_loss: 0.0311859 | Time: 1464.16 ms [2021-10-06 12:27:47 main:581] : INFO : Epoch 1899 | loss: 0.0311812 | val_loss: 0.0311854 | Time: 1458.26 ms [2021-10-06 12:27:49 main:581] : INFO : Epoch 1900 | loss: 0.0311823 | val_loss: 0.031184 | Time: 1468.41 ms [2021-10-06 12:27:50 main:581] : INFO : Epoch 1901 | loss: 0.0311808 | val_loss: 0.0311849 | Time: 1446.98 ms [2021-10-06 12:27:52 main:581] : INFO : Epoch 1902 | loss: 0.0311793 | val_loss: 0.0311884 | Time: 1458.12 ms [2021-10-06 12:27:53 main:581] : INFO : Epoch 1903 | loss: 0.0311801 | val_loss: 0.0311836 | Time: 1465.63 ms [2021-10-06 12:27:55 main:581] : INFO : Epoch 1904 | loss: 0.0311799 | val_loss: 0.0311843 | Time: 1458.22 ms [2021-10-06 12:27:56 main:581] : INFO : Epoch 1905 | loss: 0.0311785 | val_loss: 0.0311819 | Time: 1455.32 ms [2021-10-06 12:27:58 main:581] : INFO : Epoch 1906 | loss: 0.0311785 | val_loss: 0.0311836 | Time: 1461.92 ms [2021-10-06 12:27:59 main:581] : INFO : Epoch 1907 | loss: 0.0311795 | val_loss: 0.0311852 | Time: 1447.86 ms [2021-10-06 12:28:00 main:581] : INFO : Epoch 1908 | loss: 0.0311785 | val_loss: 0.0311841 | Time: 1480.21 ms [2021-10-06 12:28:02 main:581] : INFO : Epoch 1909 | loss: 0.0311775 | val_loss: 0.0311828 | Time: 1453.12 ms [2021-10-06 12:28:03 main:581] : INFO : Epoch 1910 | loss: 0.0311782 | val_loss: 0.0311853 | Time: 1456.79 ms [2021-10-06 12:28:05 main:581] : INFO : Epoch 1911 | loss: 0.0311828 | val_loss: 0.031186 | Time: 1468.06 ms [2021-10-06 12:28:06 main:581] : INFO : Epoch 1912 | loss: 0.0311795 | val_loss: 0.0311822 | Time: 1464.81 ms [2021-10-06 12:28:08 main:581] : INFO : Epoch 1913 | loss: 0.031178 | val_loss: 0.0311805 | Time: 1495.82 ms [2021-10-06 12:28:09 main:581] : INFO : Epoch 1914 | loss: 0.0311767 | val_loss: 0.0311804 | Time: 1469.72 ms [2021-10-06 12:28:11 main:581] : INFO : Epoch 1915 | loss: 0.0311778 | val_loss: 0.0311857 | Time: 1468.54 ms [2021-10-06 12:28:12 main:581] : INFO : Epoch 1916 | loss: 0.0311802 | val_loss: 0.0311847 | Time: 1477.83 ms [2021-10-06 12:28:14 main:581] : INFO : Epoch 1917 | loss: 0.0311816 | val_loss: 0.0311877 | Time: 1448.76 ms [2021-10-06 12:28:15 main:581] : INFO : Epoch 1918 | loss: 0.03118 | val_loss: 0.0311839 | Time: 1493.15 ms [2021-10-06 12:28:17 main:581] : INFO : Epoch 1919 | loss: 0.0311795 | val_loss: 0.0311829 | Time: 1472.42 ms [2021-10-06 12:28:18 main:581] : INFO : Epoch 1920 | loss: 0.0311776 | val_loss: 0.0311837 | Time: 1473.37 ms [2021-10-06 12:28:20 main:581] : INFO : Epoch 1921 | loss: 0.03118 | val_loss: 0.031188 | Time: 1439.12 ms [2021-10-06 12:28:21 main:581] : INFO : Epoch 1922 | loss: 0.0311804 | val_loss: 0.0311875 | Time: 1449.8 ms [2021-10-06 12:28:22 main:581] : INFO : Epoch 1923 | loss: 0.0311826 | val_loss: 0.0311886 | Time: 1456.47 ms [2021-10-06 12:28:24 main:581] : INFO : Epoch 1924 | loss: 0.0311812 | val_loss: 0.0311864 | Time: 1464.86 ms [2021-10-06 12:28:25 main:581] : INFO : Epoch 1925 | loss: 0.0311796 | val_loss: 0.031186 | Time: 1454.28 ms [2021-10-06 12:28:27 main:581] : INFO : Epoch 1926 | loss: 0.0311806 | val_loss: 0.0311862 | Time: 1511.76 ms [2021-10-06 12:28:28 main:581] : INFO : Epoch 1927 | loss: 0.0311809 | val_loss: 0.0311847 | Time: 1495.55 ms [2021-10-06 12:28:30 main:581] : INFO : Epoch 1928 | loss: 0.0311807 | val_loss: 0.0311844 | Time: 1475.41 ms [2021-10-06 12:28:31 main:581] : INFO : Epoch 1929 | loss: 0.0311788 | val_loss: 0.0311849 | Time: 1453.6 ms [2021-10-06 12:28:33 main:581] : INFO : Epoch 1930 | loss: 0.0311797 | val_loss: 0.031184 | Time: 1462.33 ms [2021-10-06 12:28:34 main:581] : INFO : Epoch 1931 | loss: 0.0311812 | val_loss: 0.0311943 | Time: 1458 ms [2021-10-06 12:28:36 main:581] : INFO : Epoch 1932 | loss: 0.0311818 | val_loss: 0.031185 | Time: 1475.97 ms [2021-10-06 12:28:37 main:581] : INFO : Epoch 1933 | loss: 0.0311789 | val_loss: 0.0311822 | Time: 1497.79 ms [2021-10-06 12:28:39 main:581] : INFO : Epoch 1934 | loss: 0.0311782 | val_loss: 0.0311835 | Time: 1470.08 ms [2021-10-06 12:28:40 main:581] : INFO : Epoch 1935 | loss: 0.031178 | val_loss: 0.0311865 | Time: 1479.34 ms [2021-10-06 12:28:42 main:581] : INFO : Epoch 1936 | loss: 0.0311802 | val_loss: 0.0311848 | Time: 1480.75 ms [2021-10-06 12:28:43 main:581] : INFO : Epoch 1937 | loss: 0.0311777 | val_loss: 0.0311814 | Time: 1450.82 ms [2021-10-06 12:28:45 main:581] : INFO : Epoch 1938 | loss: 0.0311768 | val_loss: 0.0311846 | Time: 1491.59 ms [2021-10-06 12:28:46 main:581] : INFO : Epoch 1939 | loss: 0.031177 | val_loss: 0.0311825 | Time: 1508.15 ms [2021-10-06 12:28:48 main:581] : INFO : Epoch 1940 | loss: 0.0311756 | val_loss: 0.0311824 | Time: 1491.38 ms [2021-10-06 12:28:49 main:581] : INFO : Epoch 1941 | loss: 0.0311763 | val_loss: 0.0311823 | Time: 1488.19 ms [2021-10-06 12:28:51 main:581] : INFO : Epoch 1942 | loss: 0.0311764 | val_loss: 0.0311817 | Time: 1494.76 ms [2021-10-06 12:28:52 main:581] : INFO : Epoch 1943 | loss: 0.0311771 | val_loss: 0.0311902 | Time: 1528.04 ms [2021-10-06 12:28:54 main:581] : INFO : Epoch 1944 | loss: 0.031178 | val_loss: 0.0311806 | Time: 1484.98 ms [2021-10-06 12:28:55 main:581] : INFO : Epoch 1945 | loss: 0.0311783 | val_loss: 0.0311814 | Time: 1475.03 ms [2021-10-06 12:28:57 main:581] : INFO : Epoch 1946 | loss: 0.031176 | val_loss: 0.0311811 | Time: 1508.66 ms [2021-10-06 12:28:58 main:581] : INFO : Epoch 1947 | loss: 0.031177 | val_loss: 0.0311806 | Time: 1499.07 ms [2021-10-06 12:29:00 main:581] : INFO : Epoch 1948 | loss: 0.0311756 | val_loss: 0.0311814 | Time: 1487.51 ms [2021-10-06 12:29:01 main:581] : INFO : Epoch 1949 | loss: 0.0311763 | val_loss: 0.031182 | Time: 1494.86 ms [2021-10-06 12:29:02 main:581] : INFO : Epoch 1950 | loss: 0.0311756 | val_loss: 0.0311818 | Time: 1462.96 ms [2021-10-06 12:29:04 main:581] : INFO : Epoch 1951 | loss: 0.031176 | val_loss: 0.0311814 | Time: 1472.95 ms [2021-10-06 12:29:05 main:581] : INFO : Epoch 1952 | loss: 0.0311761 | val_loss: 0.031188 | Time: 1483.68 ms [2021-10-06 12:29:07 main:581] : INFO : Epoch 1953 | loss: 0.031178 | val_loss: 0.0311843 | Time: 1444.85 ms [2021-10-06 12:29:08 main:581] : INFO : Epoch 1954 | loss: 0.031177 | val_loss: 0.0311859 | Time: 1467.19 ms [2021-10-06 12:29:10 main:581] : INFO : Epoch 1955 | loss: 0.0311771 | val_loss: 0.031184 | Time: 1470.33 ms [2021-10-06 12:29:11 main:581] : INFO : Epoch 1956 | loss: 0.0311779 | val_loss: 0.031185 | Time: 1466.86 ms [2021-10-06 12:29:13 main:581] : INFO : Epoch 1957 | loss: 0.031177 | val_loss: 0.0311814 | Time: 1441.02 ms [2021-10-06 12:29:14 main:581] : INFO : Epoch 1958 | loss: 0.0311774 | val_loss: 0.0311818 | Time: 1461.24 ms [2021-10-06 12:29:16 main:581] : INFO : Epoch 1959 | loss: 0.0311763 | val_loss: 0.031187 | Time: 1461.67 ms [2021-10-06 12:29:17 main:581] : INFO : Epoch 1960 | loss: 0.03118 | val_loss: 0.0311878 | Time: 1481.97 ms [2021-10-06 12:29:19 main:581] : INFO : Epoch 1961 | loss: 0.031182 | val_loss: 0.0311902 | Time: 1504.17 ms [2021-10-06 12:29:20 main:581] : INFO : Epoch 1962 | loss: 0.0311809 | val_loss: 0.0311853 | Time: 1464.75 ms [2021-10-06 12:29:22 main:581] : INFO : Epoch 1963 | loss: 0.0311774 | val_loss: 0.0311834 | Time: 1484.75 ms [2021-10-06 12:29:23 main:581] : INFO : Epoch 1964 | loss: 0.0311784 | val_loss: 0.0311874 | Time: 1473.44 ms [2021-10-06 12:29:25 main:581] : INFO : Epoch 1965 | loss: 0.0311774 | val_loss: 0.0311841 | Time: 1478.86 ms [2021-10-06 12:29:26 main:581] : INFO : Epoch 1966 | loss: 0.0311765 | val_loss: 0.0311822 | Time: 1473.38 ms [2021-10-06 12:29:28 main:581] : INFO : Epoch 1967 | loss: 0.0311761 | val_loss: 0.0311834 | Time: 1498.78 ms [2021-10-06 12:29:29 main:581] : INFO : Epoch 1968 | loss: 0.0311772 | val_loss: 0.0311906 | Time: 1486.66 ms [2021-10-06 12:29:30 main:581] : INFO : Epoch 1969 | loss: 0.0311878 | val_loss: 0.0311859 | Time: 1469.42 ms [2021-10-06 12:29:32 main:581] : INFO : Epoch 1970 | loss: 0.0311877 | val_loss: 0.0311851 | Time: 1465.6 ms [2021-10-06 12:29:33 main:581] : INFO : Epoch 1971 | loss: 0.0311872 | val_loss: 0.0311868 | Time: 1498.68 ms [2021-10-06 12:29:35 main:581] : INFO : Epoch 1972 | loss: 0.0311855 | val_loss: 0.0311861 | Time: 1483.39 ms [2021-10-06 12:29:36 main:581] : INFO : Epoch 1973 | loss: 0.0311838 | val_loss: 0.0311836 | Time: 1483.27 ms [2021-10-06 12:29:38 main:581] : INFO : Epoch 1974 | loss: 0.0311828 | val_loss: 0.0311872 | Time: 1487.8 ms [2021-10-06 12:29:39 main:581] : INFO : Epoch 1975 | loss: 0.0311833 | val_loss: 0.0311834 | Time: 1470.12 ms [2021-10-06 12:29:41 main:581] : INFO : Epoch 1976 | loss: 0.0311813 | val_loss: 0.0311842 | Time: 1459.49 ms [2021-10-06 12:29:42 main:581] : INFO : Epoch 1977 | loss: 0.0311808 | val_loss: 0.0311827 | Time: 1472.71 ms [2021-10-06 12:29:44 main:581] : INFO : Epoch 1978 | loss: 0.0311828 | val_loss: 0.0311851 | Time: 1487.58 ms [2021-10-06 12:29:45 main:581] : INFO : Epoch 1979 | loss: 0.0311809 | val_loss: 0.0311833 | Time: 1457.11 ms [2021-10-06 12:29:47 main:581] : INFO : Epoch 1980 | loss: 0.0311802 | val_loss: 0.0311879 | Time: 1461.67 ms [2021-10-06 12:29:48 main:581] : INFO : Epoch 1981 | loss: 0.0311813 | val_loss: 0.0311861 | Time: 1455.6 ms [2021-10-06 12:29:50 main:581] : INFO : Epoch 1982 | loss: 0.0311812 | val_loss: 0.031189 | Time: 1440.21 ms [2021-10-06 12:29:51 main:581] : INFO : Epoch 1983 | loss: 0.0311817 | val_loss: 0.0311918 | Time: 1460.78 ms [2021-10-06 12:29:53 main:581] : INFO : Epoch 1984 | loss: 0.0311805 | val_loss: 0.0311844 | Time: 1463.92 ms [2021-10-06 12:29:54 main:581] : INFO : Epoch 1985 | loss: 0.0311803 | val_loss: 0.0311834 | Time: 1489.56 ms [2021-10-06 12:29:55 main:581] : INFO : Epoch 1986 | loss: 0.0311835 | val_loss: 0.0311842 | Time: 1451.83 ms [2021-10-06 12:29:57 main:581] : INFO : Epoch 1987 | loss: 0.0311783 | val_loss: 0.0311851 | Time: 1491.31 ms [2021-10-06 12:29:58 main:581] : INFO : Epoch 1988 | loss: 0.0311794 | val_loss: 0.031184 | Time: 1473.53 ms [2021-10-06 12:30:00 main:581] : INFO : Epoch 1989 | loss: 0.0311772 | val_loss: 0.031183 | Time: 1504.55 ms [2021-10-06 12:30:01 main:581] : INFO : Epoch 1990 | loss: 0.0311777 | val_loss: 0.0311845 | Time: 1478.89 ms [2021-10-06 12:30:03 main:581] : INFO : Epoch 1991 | loss: 0.0311773 | val_loss: 0.0311837 | Time: 1463.36 ms [2021-10-06 12:30:04 main:581] : INFO : Epoch 1992 | loss: 0.0311789 | val_loss: 0.0311939 | Time: 1477.98 ms [2021-10-06 12:30:06 main:581] : INFO : Epoch 1993 | loss: 0.0311846 | val_loss: 0.0311914 | Time: 1488.62 ms [2021-10-06 12:30:07 main:581] : INFO : Epoch 1994 | loss: 0.0311796 | val_loss: 0.0311918 | Time: 1474.13 ms [2021-10-06 12:30:09 main:581] : INFO : Epoch 1995 | loss: 0.031178 | val_loss: 0.0311814 | Time: 1467.58 ms [2021-10-06 12:30:10 main:581] : INFO : Epoch 1996 | loss: 0.0311775 | val_loss: 0.0311821 | Time: 1471.16 ms [2021-10-06 12:30:12 main:581] : INFO : Epoch 1997 | loss: 0.0311813 | val_loss: 0.0311838 | Time: 1473.8 ms [2021-10-06 12:30:13 main:581] : INFO : Epoch 1998 | loss: 0.0311791 | val_loss: 0.0311794 | Time: 1458.71 ms [2021-10-06 12:30:15 main:581] : INFO : Epoch 1999 | loss: 0.0311769 | val_loss: 0.0311815 | Time: 1479.1 ms [2021-10-06 12:30:16 main:581] : INFO : Epoch 2000 | loss: 0.0311758 | val_loss: 0.0311798 | Time: 1455.08 ms [2021-10-06 12:30:18 main:581] : INFO : Epoch 2001 | loss: 0.0311774 | val_loss: 0.0311825 | Time: 1438.03 ms [2021-10-06 12:30:19 main:581] : INFO : Epoch 2002 | loss: 0.0311805 | val_loss: 0.0311874 | Time: 1454.19 ms [2021-10-06 12:30:20 main:581] : INFO : Epoch 2003 | loss: 0.0311788 | val_loss: 0.0311822 | Time: 1455.31 ms [2021-10-06 12:30:22 main:581] : INFO : Epoch 2004 | loss: 0.0311769 | val_loss: 0.0311834 | Time: 1458.7 ms [2021-10-06 12:30:23 main:581] : INFO : Epoch 2005 | loss: 0.0311782 | val_loss: 0.0311827 | Time: 1438.17 ms [2021-10-06 12:30:25 main:581] : INFO : Epoch 2006 | loss: 0.0311768 | val_loss: 0.0311802 | Time: 1451.42 ms [2021-10-06 12:30:26 main:581] : INFO : Epoch 2007 | loss: 0.031175 | val_loss: 0.0311806 | Time: 1458.95 ms [2021-10-06 12:30:28 main:581] : INFO : Epoch 2008 | loss: 0.0311751 | val_loss: 0.0311807 | Time: 1447.95 ms [2021-10-06 12:30:29 main:581] : INFO : Epoch 2009 | loss: 0.0311747 | val_loss: 0.0311804 | Time: 1470.09 ms [2021-10-06 12:30:31 main:581] : INFO : Epoch 2010 | loss: 0.0311762 | val_loss: 0.0311814 | Time: 1472.83 ms [2021-10-06 12:30:32 main:581] : INFO : Epoch 2011 | loss: 0.0311758 | val_loss: 0.0311864 | Time: 1465.01 ms [2021-10-06 12:30:34 main:581] : INFO : Epoch 2012 | loss: 0.031178 | val_loss: 0.0311833 | Time: 1485.35 ms [2021-10-06 12:30:35 main:581] : INFO : Epoch 2013 | loss: 0.0311879 | val_loss: 0.0311937 | Time: 1441.23 ms [2021-10-06 12:30:37 main:581] : INFO : Epoch 2014 | loss: 0.0311954 | val_loss: 0.0311909 | Time: 1462.36 ms [2021-10-06 12:30:38 main:581] : INFO : Epoch 2015 | loss: 0.0311895 | val_loss: 0.0311887 | Time: 1466.18 ms [2021-10-06 12:30:39 main:581] : INFO : Epoch 2016 | loss: 0.0311867 | val_loss: 0.0311869 | Time: 1474.79 ms [2021-10-06 12:30:41 main:581] : INFO : Epoch 2017 | loss: 0.0311835 | val_loss: 0.0311906 | Time: 1465.13 ms [2021-10-06 12:30:42 main:581] : INFO : Epoch 2018 | loss: 0.031185 | val_loss: 0.0311873 | Time: 1473.27 ms [2021-10-06 12:30:44 main:581] : INFO : Epoch 2019 | loss: 0.0311837 | val_loss: 0.0311866 | Time: 1454.38 ms [2021-10-06 12:30:45 main:581] : INFO : Epoch 2020 | loss: 0.0311829 | val_loss: 0.031184 | Time: 1463.76 ms [2021-10-06 12:30:47 main:581] : INFO : Epoch 2021 | loss: 0.0311824 | val_loss: 0.0311866 | Time: 1457.53 ms [2021-10-06 12:30:48 main:581] : INFO : Epoch 2022 | loss: 0.0311819 | val_loss: 0.0311853 | Time: 1441.78 ms [2021-10-06 12:30:50 main:581] : INFO : Epoch 2023 | loss: 0.0311821 | val_loss: 0.0311856 | Time: 1462.24 ms [2021-10-06 12:30:51 main:581] : INFO : Epoch 2024 | loss: 0.0311818 | val_loss: 0.0311854 | Time: 1465.05 ms [2021-10-06 12:30:53 main:581] : INFO : Epoch 2025 | loss: 0.0311849 | val_loss: 0.0311916 | Time: 1454.12 ms [2021-10-06 12:30:54 main:581] : INFO : Epoch 2026 | loss: 0.0311844 | val_loss: 0.031189 | Time: 1489.69 ms [2021-10-06 12:30:56 main:581] : INFO : Epoch 2027 | loss: 0.0311818 | val_loss: 0.0311849 | Time: 1479.28 ms [2021-10-06 12:30:57 main:581] : INFO : Epoch 2028 | loss: 0.0311796 | val_loss: 0.031185 | Time: 1458.44 ms [2021-10-06 12:30:58 main:581] : INFO : Epoch 2029 | loss: 0.0311795 | val_loss: 0.0311847 | Time: 1458.3 ms [2021-10-06 12:31:00 main:581] : INFO : Epoch 2030 | loss: 0.0311795 | val_loss: 0.0311837 | Time: 1460.36 ms [2021-10-06 12:31:01 main:581] : INFO : Epoch 2031 | loss: 0.0311811 | val_loss: 0.0311896 | Time: 1469.29 ms [2021-10-06 12:31:03 main:581] : INFO : Epoch 2032 | loss: 0.0311817 | val_loss: 0.0311861 | Time: 1479.48 ms [2021-10-06 12:31:04 main:581] : INFO : Epoch 2033 | loss: 0.0311811 | val_loss: 0.031186 | Time: 1458.44 ms [2021-10-06 12:31:06 main:581] : INFO : Epoch 2034 | loss: 0.031179 | val_loss: 0.0311854 | Time: 1472.63 ms [2021-10-06 12:31:07 main:581] : INFO : Epoch 2035 | loss: 0.0311798 | val_loss: 0.0311858 | Time: 1471.23 ms [2021-10-06 12:31:09 main:581] : INFO : Epoch 2036 | loss: 0.031179 | val_loss: 0.0311879 | Time: 1462.56 ms [2021-10-06 12:31:10 main:581] : INFO : Epoch 2037 | loss: 0.0311798 | val_loss: 0.0311872 | Time: 1447.09 ms [2021-10-06 12:31:12 main:581] : INFO : Epoch 2038 | loss: 0.0311825 | val_loss: 0.0311903 | Time: 1460.34 ms [2021-10-06 12:31:13 main:581] : INFO : Epoch 2039 | loss: 0.0311848 | val_loss: 0.0311869 | Time: 1462.41 ms [2021-10-06 12:31:15 main:581] : INFO : Epoch 2040 | loss: 0.0311838 | val_loss: 0.0311868 | Time: 1442.61 ms [2021-10-06 12:31:16 main:581] : INFO : Epoch 2041 | loss: 0.0311819 | val_loss: 0.0311849 | Time: 1469.59 ms [2021-10-06 12:31:18 main:581] : INFO : Epoch 2042 | loss: 0.0311812 | val_loss: 0.0311855 | Time: 1461.84 ms [2021-10-06 12:31:19 main:581] : INFO : Epoch 2043 | loss: 0.0311814 | val_loss: 0.031187 | Time: 1457.64 ms [2021-10-06 12:31:20 main:581] : INFO : Epoch 2044 | loss: 0.0311826 | val_loss: 0.0311867 | Time: 1503.76 ms [2021-10-06 12:31:22 main:581] : INFO : Epoch 2045 | loss: 0.0311833 | val_loss: 0.0311907 | Time: 1515.19 ms [2021-10-06 12:31:23 main:581] : INFO : Epoch 2046 | loss: 0.0311857 | val_loss: 0.0311874 | Time: 1457.41 ms [2021-10-06 12:31:25 main:581] : INFO : Epoch 2047 | loss: 0.0311807 | val_loss: 0.0311904 | Time: 1481.45 ms [2021-10-06 12:31:26 main:581] : INFO : Epoch 2048 | loss: 0.0311815 | val_loss: 0.0311869 | Time: 1464.38 ms [2021-10-06 12:31:26 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311869 [2021-10-06 12:31:26 main:610] : INFO : Saving end state to config to file [2021-10-06 12:31:26 main:615] : INFO : Success, exiting.. 12:31:26 (3178100): 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)