Task 5394980
| Name | ParityMachine-1624422211-7383-0_0 |
| Workunit | 3261378 |
| Created | 23 Jun 2021, 4:23:34 UTC |
| Sent | 23 Jun 2021, 9:54:55 UTC |
| Report deadline | 1 Jul 2021, 9:54:55 UTC |
| Received | 25 Jun 2021, 7:56:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7320 |
| Run time | 58 min 25 sec |
| CPU time | 56 min 28 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,031.83 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.5</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0310759 | val_loss: 0.0312004 | Time: 1626.08 ms
[2021-06-23 15:06:25 main:574] : INFO : Epoch 1543 | loss: 0.0310729 | val_loss: 0.0312007 | Time: 1665.89 ms
[2021-06-23 15:06:27 main:574] : INFO : Epoch 1544 | loss: 0.0310747 | val_loss: 0.0312032 | Time: 1658.75 ms
[2021-06-23 15:06:29 main:574] : INFO : Epoch 1545 | loss: 0.0310746 | val_loss: 0.0311973 | Time: 1647.86 ms
[2021-06-23 15:06:30 main:574] : INFO : Epoch 1546 | loss: 0.0310701 | val_loss: 0.0312162 | Time: 1674.96 ms
[2021-06-23 15:06:32 main:574] : INFO : Epoch 1547 | loss: 0.0310724 | val_loss: 0.0311931 | Time: 1672.04 ms
[2021-06-23 15:06:34 main:574] : INFO : Epoch 1548 | loss: 0.0310715 | val_loss: 0.0312197 | Time: 1634.72 ms
[2021-06-23 15:06:35 main:574] : INFO : Epoch 1549 | loss: 0.0310732 | val_loss: 0.0312136 | Time: 1627.83 ms
[2021-06-23 15:06:37 main:574] : INFO : Epoch 1550 | loss: 0.031075 | val_loss: 0.0311996 | Time: 1632.83 ms
[2021-06-23 15:06:39 main:574] : INFO : Epoch 1551 | loss: 0.0310793 | val_loss: 0.0312083 | Time: 1657.56 ms
[2021-06-23 15:06:40 main:574] : INFO : Epoch 1552 | loss: 0.0310857 | val_loss: 0.0312065 | Time: 1645.22 ms
[2021-06-23 15:06:42 main:574] : INFO : Epoch 1553 | loss: 0.0310805 | val_loss: 0.0312051 | Time: 1645.58 ms
[2021-06-23 15:06:44 main:574] : INFO : Epoch 1554 | loss: 0.0310777 | val_loss: 0.0312066 | Time: 1641.63 ms
[2021-06-23 15:06:45 main:574] : INFO : Epoch 1555 | loss: 0.0310708 | val_loss: 0.0312174 | Time: 1642.29 ms
[2021-06-23 15:06:47 main:574] : INFO : Epoch 1556 | loss: 0.0310707 | val_loss: 0.0312062 | Time: 1663.2 ms
[2021-06-23 15:06:49 main:574] : INFO : Epoch 1557 | loss: 0.0310697 | val_loss: 0.0312212 | Time: 1675.53 ms
[2021-06-23 15:06:50 main:574] : INFO : Epoch 1558 | loss: 0.0310786 | val_loss: 0.0311984 | Time: 1657.24 ms
[2021-06-23 15:06:52 main:574] : INFO : Epoch 1559 | loss: 0.0310794 | val_loss: 0.0312069 | Time: 1649.56 ms
[2021-06-23 15:06:54 main:574] : INFO : Epoch 1560 | loss: 0.0310802 | val_loss: 0.0312035 | Time: 1636.25 ms
[2021-06-23 15:06:55 main:574] : INFO : Epoch 1561 | loss: 0.0310763 | val_loss: 0.0312075 | Time: 1648.53 ms
[2021-06-23 15:06:57 main:574] : INFO : Epoch 1562 | loss: 0.0310774 | val_loss: 0.031209 | Time: 1633.07 ms
[2021-06-23 15:06:59 main:574] : INFO : Epoch 1563 | loss: 0.0310751 | val_loss: 0.0311988 | Time: 1634.3 ms
[2021-06-23 15:07:00 main:574] : INFO : Epoch 1564 | loss: 0.0310748 | val_loss: 0.0311961 | Time: 1632 ms
[2021-06-23 15:07:02 main:574] : INFO : Epoch 1565 | loss: 0.031076 | val_loss: 0.0312136 | Time: 1764.13 ms
[2021-06-23 15:07:04 main:574] : INFO : Epoch 1566 | loss: 0.0310723 | val_loss: 0.0312014 | Time: 1645.91 ms
[2021-06-23 15:07:05 main:574] : INFO : Epoch 1567 | loss: 0.0310763 | val_loss: 0.0312021 | Time: 1644.14 ms
[2021-06-23 15:07:07 main:574] : INFO : Epoch 1568 | loss: 0.031076 | val_loss: 0.0312139 | Time: 1654.9 ms
[2021-06-23 15:07:09 main:574] : INFO : Epoch 1569 | loss: 0.0310706 | val_loss: 0.0312183 | Time: 1712.02 ms
[2021-06-23 15:07:10 main:574] : INFO : Epoch 1570 | loss: 0.0310659 | val_loss: 0.0312034 | Time: 1662.2 ms
[2021-06-23 15:07:12 main:574] : INFO : Epoch 1571 | loss: 0.031068 | val_loss: 0.0312153 | Time: 1649.34 ms
[2021-06-23 15:07:14 main:574] : INFO : Epoch 1572 | loss: 0.031076 | val_loss: 0.0312169 | Time: 1667.01 ms
[2021-06-23 15:07:15 main:574] : INFO : Epoch 1573 | loss: 0.0310732 | val_loss: 0.0312091 | Time: 1648.9 ms
[2021-06-23 15:07:17 main:574] : INFO : Epoch 1574 | loss: 0.0310738 | val_loss: 0.0312196 | Time: 1641.27 ms
[2021-06-23 15:07:19 main:574] : INFO : Epoch 1575 | loss: 0.0310802 | val_loss: 0.031205 | Time: 1640.03 ms
[2021-06-23 15:07:20 main:574] : INFO : Epoch 1576 | loss: 0.0310812 | val_loss: 0.0311952 | Time: 1655.04 ms
[2021-06-23 15:07:22 main:574] : INFO : Epoch 1577 | loss: 0.0310788 | val_loss: 0.0312169 | Time: 1774.28 ms
[2021-06-23 15:07:24 main:574] : INFO : Epoch 1578 | loss: 0.031076 | val_loss: 0.0311927 | Time: 1663.18 ms
[2021-06-23 15:07:26 main:574] : INFO : Epoch 1579 | loss: 0.0310776 | val_loss: 0.0311988 | Time: 1634.46 ms
[2021-06-23 15:07:27 main:574] : INFO : Epoch 1580 | loss: 0.0310804 | val_loss: 0.031208 | Time: 1634.86 ms
[2021-06-23 15:07:29 main:574] : INFO : Epoch 1581 | loss: 0.0310811 | val_loss: 0.031198 | Time: 1683.21 ms
[2021-06-23 15:07:30 main:574] : INFO : Epoch 1582 | loss: 0.0310905 | val_loss: 0.0312013 | Time: 1660.32 ms
[2021-06-23 15:07:32 main:574] : INFO : Epoch 1583 | loss: 0.0310869 | val_loss: 0.0312035 | Time: 1663.99 ms
[2021-06-23 15:07:34 main:574] : INFO : Epoch 1584 | loss: 0.031086 | val_loss: 0.0312027 | Time: 1684.11 ms
[2021-06-23 15:07:36 main:574] : INFO : Epoch 1585 | loss: 0.031095 | val_loss: 0.0311959 | Time: 1641.45 ms
[2021-06-23 15:07:37 main:574] : INFO : Epoch 1586 | loss: 0.0310893 | val_loss: 0.0311976 | Time: 1641.71 ms
[2021-06-23 15:07:39 main:574] : INFO : Epoch 1587 | loss: 0.0310858 | val_loss: 0.0311991 | Time: 1637.77 ms
[2021-06-23 15:07:40 main:574] : INFO : Epoch 1588 | loss: 0.0310789 | val_loss: 0.0312062 | Time: 1633.14 ms
[2021-06-23 15:07:42 main:574] : INFO : Epoch 1589 | loss: 0.0310727 | val_loss: 0.031199 | Time: 1641.75 ms
[2021-06-23 15:07:44 main:574] : INFO : Epoch 1590 | loss: 0.0310852 | val_loss: 0.0312068 | Time: 1680.2 ms
[2021-06-23 15:07:45 main:574] : INFO : Epoch 1591 | loss: 0.0311066 | val_loss: 0.0311904 | Time: 1647.58 ms
[2021-06-23 15:07:47 main:574] : INFO : Epoch 1592 | loss: 0.0311052 | val_loss: 0.0311781 | Time: 1633.7 ms
[2021-06-23 15:07:49 main:574] : INFO : Epoch 1593 | loss: 0.0310991 | val_loss: 0.031196 | Time: 1637.08 ms
[2021-06-23 15:07:50 main:574] : INFO : Epoch 1594 | loss: 0.0310929 | val_loss: 0.0311958 | Time: 1673.13 ms
[2021-06-23 15:07:52 main:574] : INFO : Epoch 1595 | loss: 0.0310908 | val_loss: 0.0311976 | Time: 1660.52 ms
[2021-06-23 15:07:54 main:574] : INFO : Epoch 1596 | loss: 0.0310889 | val_loss: 0.0312015 | Time: 1638.68 ms
[2021-06-23 15:07:55 main:574] : INFO : Epoch 1597 | loss: 0.0310856 | val_loss: 0.0312092 | Time: 1637.42 ms
[2021-06-23 15:07:57 main:574] : INFO : Epoch 1598 | loss: 0.0310818 | val_loss: 0.0311983 | Time: 1644.66 ms
[2021-06-23 15:07:59 main:574] : INFO : Epoch 1599 | loss: 0.0310786 | val_loss: 0.0312019 | Time: 1629.97 ms
[2021-06-23 15:08:00 main:574] : INFO : Epoch 1600 | loss: 0.0310768 | val_loss: 0.0312054 | Time: 1636.03 ms
[2021-06-23 15:08:02 main:574] : INFO : Epoch 1601 | loss: 0.0310732 | val_loss: 0.0312106 | Time: 1676.52 ms
[2021-06-23 15:08:04 main:574] : INFO : Epoch 1602 | loss: 0.0310716 | val_loss: 0.0312068 | Time: 1675.55 ms
[2021-06-23 15:08:05 main:574] : INFO : Epoch 1603 | loss: 0.0310833 | val_loss: 0.0312036 | Time: 1673.33 ms
[2021-06-23 15:08:07 main:574] : INFO : Epoch 1604 | loss: 0.0311097 | val_loss: 0.0311893 | Time: 1672.06 ms
[2021-06-23 15:08:09 main:574] : INFO : Epoch 1605 | loss: 0.0310962 | val_loss: 0.031202 | Time: 1670.82 ms
[2021-06-23 15:08:10 main:574] : INFO : Epoch 1606 | loss: 0.0310884 | val_loss: 0.0312023 | Time: 1652.27 ms
[2021-06-23 15:08:12 main:574] : INFO : Epoch 1607 | loss: 0.0310836 | val_loss: 0.0311961 | Time: 1672.88 ms
[2021-06-23 15:08:14 main:574] : INFO : Epoch 1608 | loss: 0.0310813 | val_loss: 0.0312065 | Time: 1651.96 ms
[2021-06-23 15:08:15 main:574] : INFO : Epoch 1609 | loss: 0.0310824 | val_loss: 0.0312038 | Time: 1650.91 ms
[2021-06-23 15:08:17 main:574] : INFO : Epoch 1610 | loss: 0.0310783 | val_loss: 0.0311965 | Time: 1633.6 ms
[2021-06-23 15:08:19 main:574] : INFO : Epoch 1611 | loss: 0.0310786 | val_loss: 0.0311987 | Time: 1634.59 ms
[2021-06-23 15:08:20 main:574] : INFO : Epoch 1612 | loss: 0.0310785 | val_loss: 0.0312089 | Time: 1691.01 ms
[2021-06-23 15:08:22 main:574] : INFO : Epoch 1613 | loss: 0.0310817 | val_loss: 0.0312061 | Time: 1662.19 ms
[2021-06-23 15:08:24 main:574] : INFO : Epoch 1614 | loss: 0.031082 | val_loss: 0.0312048 | Time: 1663.9 ms
[2021-06-23 15:08:25 main:574] : INFO : Epoch 1615 | loss: 0.0310778 | val_loss: 0.0312109 | Time: 1699.08 ms
[2021-06-23 15:08:27 main:574] : INFO : Epoch 1616 | loss: 0.0310735 | val_loss: 0.031205 | Time: 1665.66 ms
[2021-06-23 15:08:29 main:574] : INFO : Epoch 1617 | loss: 0.0310707 | val_loss: 0.0311982 | Time: 1644.39 ms
[2021-06-23 15:08:30 main:574] : INFO : Epoch 1618 | loss: 0.0310767 | val_loss: 0.0312087 | Time: 1653.66 ms
[2021-06-23 15:08:32 main:574] : INFO : Epoch 1619 | loss: 0.0310723 | val_loss: 0.0312108 | Time: 1639.94 ms
[2021-06-23 15:08:34 main:574] : INFO : Epoch 1620 | loss: 0.0310758 | val_loss: 0.0312073 | Time: 1636.97 ms
[2021-06-23 15:08:35 main:574] : INFO : Epoch 1621 | loss: 0.0310761 | val_loss: 0.0312098 | Time: 1619.57 ms
[2021-06-23 15:08:37 main:574] : INFO : Epoch 1622 | loss: 0.0310794 | val_loss: 0.0312077 | Time: 1649.09 ms
[2021-06-23 15:08:39 main:574] : INFO : Epoch 1623 | loss: 0.0310777 | val_loss: 0.031206 | Time: 1635.04 ms
[2021-06-23 15:08:40 main:574] : INFO : Epoch 1624 | loss: 0.0310704 | val_loss: 0.0312096 | Time: 1664.66 ms
[2021-06-23 15:08:42 main:574] : INFO : Epoch 1625 | loss: 0.0310683 | val_loss: 0.0311975 | Time: 1668.67 ms
[2021-06-23 15:08:44 main:574] : INFO : Epoch 1626 | loss: 0.0310739 | val_loss: 0.0312156 | Time: 1677.38 ms
[2021-06-23 15:08:45 main:574] : INFO : Epoch 1627 | loss: 0.0310706 | val_loss: 0.0312173 | Time: 1673.63 ms
[2021-06-23 15:08:47 main:574] : INFO : Epoch 1628 | loss: 0.0310746 | val_loss: 0.0312145 | Time: 1669.58 ms
[2021-06-23 15:08:49 main:574] : INFO : Epoch 1629 | loss: 0.0310737 | val_loss: 0.0312025 | Time: 1653.73 ms
[2021-06-23 15:08:50 main:574] : INFO : Epoch 1630 | loss: 0.0310686 | val_loss: 0.0312027 | Time: 1640.22 ms
[2021-06-23 15:08:52 main:574] : INFO : Epoch 1631 | loss: 0.0310791 | val_loss: 0.0311952 | Time: 1635.63 ms
[2021-06-23 15:08:54 main:574] : INFO : Epoch 1632 | loss: 0.031077 | val_loss: 0.0312098 | Time: 1619.63 ms
[2021-06-23 15:08:55 main:574] : INFO : Epoch 1633 | loss: 0.0310743 | val_loss: 0.0312052 | Time: 1634.08 ms
[2021-06-23 15:08:57 main:574] : INFO : Epoch 1634 | loss: 0.0310706 | val_loss: 0.0312064 | Time: 1660.26 ms
[2021-06-23 15:08:59 main:574] : INFO : Epoch 1635 | loss: 0.0310713 | val_loss: 0.0312266 | Time: 1643.66 ms
[2021-06-23 15:09:00 main:574] : INFO : Epoch 1636 | loss: 0.0310724 | val_loss: 0.0312131 | Time: 1659.83 ms
[2021-06-23 15:09:02 main:574] : INFO : Epoch 1637 | loss: 0.0311041 | val_loss: 0.031188 | Time: 1665.32 ms
[2021-06-23 15:09:04 main:574] : INFO : Epoch 1638 | loss: 0.0311136 | val_loss: 0.0311935 | Time: 1688.66 ms
[2021-06-23 15:09:05 main:574] : INFO : Epoch 1639 | loss: 0.0310968 | val_loss: 0.0311993 | Time: 1667.99 ms
[2021-06-23 15:09:07 main:574] : INFO : Epoch 1640 | loss: 0.0310988 | val_loss: 0.031204 | Time: 1676.99 ms
[2021-06-23 15:09:09 main:574] : INFO : Epoch 1641 | loss: 0.0310961 | val_loss: 0.0311959 | Time: 1645.93 ms
[2021-06-23 15:09:10 main:574] : INFO : Epoch 1642 | loss: 0.0310889 | val_loss: 0.0312025 | Time: 1636.87 ms
[2021-06-23 15:09:12 main:574] : INFO : Epoch 1643 | loss: 0.0310845 | val_loss: 0.0312031 | Time: 1645.99 ms
[2021-06-23 15:09:14 main:574] : INFO : Epoch 1644 | loss: 0.031078 | val_loss: 0.0312036 | Time: 1645.12 ms
[2021-06-23 15:09:15 main:574] : INFO : Epoch 1645 | loss: 0.0310755 | val_loss: 0.0312119 | Time: 1641.52 ms
[2021-06-23 15:09:17 main:574] : INFO : Epoch 1646 | loss: 0.031074 | val_loss: 0.0312021 | Time: 1664.02 ms
[2021-06-23 15:09:19 main:574] : INFO : Epoch 1647 | loss: 0.0310788 | val_loss: 0.0312046 | Time: 1660.82 ms
[2021-06-23 15:09:20 main:574] : INFO : Epoch 1648 | loss: 0.0310784 | val_loss: 0.0311912 | Time: 1643.23 ms
[2021-06-23 15:09:22 main:574] : INFO : Epoch 1649 | loss: 0.0310823 | val_loss: 0.0312052 | Time: 1657.01 ms
[2021-06-23 15:09:24 main:574] : INFO : Epoch 1650 | loss: 0.0310786 | val_loss: 0.0311994 | Time: 1640.29 ms
[2021-06-23 15:09:25 main:574] : INFO : Epoch 1651 | loss: 0.0310769 | val_loss: 0.0312003 | Time: 1656.58 ms
[2021-06-23 15:09:27 main:574] : INFO : Epoch 1652 | loss: 0.0310721 | val_loss: 0.0312115 | Time: 1655.75 ms
[2021-06-23 15:09:29 main:574] : INFO : Epoch 1653 | loss: 0.0310728 | val_loss: 0.0311948 | Time: 1661.02 ms
[2021-06-23 15:09:30 main:574] : INFO : Epoch 1654 | loss: 0.0310745 | val_loss: 0.0312086 | Time: 1644.9 ms
[2021-06-23 15:09:32 main:574] : INFO : Epoch 1655 | loss: 0.0310742 | val_loss: 0.0312089 | Time: 1632.18 ms
[2021-06-23 15:09:34 main:574] : INFO : Epoch 1656 | loss: 0.0310765 | val_loss: 0.0312054 | Time: 1639.66 ms
[2021-06-23 15:09:35 main:574] : INFO : Epoch 1657 | loss: 0.0310777 | val_loss: 0.0311968 | Time: 1632.21 ms
[2021-06-23 15:09:37 main:574] : INFO : Epoch 1658 | loss: 0.03107 | val_loss: 0.0312112 | Time: 1664.41 ms
[2021-06-23 15:09:39 main:574] : INFO : Epoch 1659 | loss: 0.0310656 | val_loss: 0.0312107 | Time: 1675.34 ms
[2021-06-23 15:09:40 main:574] : INFO : Epoch 1660 | loss: 0.0310633 | val_loss: 0.0311973 | Time: 1727.01 ms
[2021-06-23 15:09:42 main:574] : INFO : Epoch 1661 | loss: 0.0310633 | val_loss: 0.0312146 | Time: 1651.23 ms
[2021-06-23 15:09:44 main:574] : INFO : Epoch 1662 | loss: 0.0310656 | val_loss: 0.0312056 | Time: 1620.98 ms
[2021-06-23 15:09:45 main:574] : INFO : Epoch 1663 | loss: 0.0310651 | val_loss: 0.031215 | Time: 1658.59 ms
[2021-06-23 15:09:47 main:574] : INFO : Epoch 1664 | loss: 0.0310713 | val_loss: 0.0312143 | Time: 1673.38 ms
[2021-06-23 15:09:49 main:574] : INFO : Epoch 1665 | loss: 0.0310692 | val_loss: 0.0312137 | Time: 1649.07 ms
[2021-06-23 15:09:50 main:574] : INFO : Epoch 1666 | loss: 0.031075 | val_loss: 0.0312063 | Time: 1647.45 ms
[2021-06-23 15:09:52 main:574] : INFO : Epoch 1667 | loss: 0.0310827 | val_loss: 0.0312092 | Time: 1639.56 ms
[2021-06-23 15:09:54 main:574] : INFO : Epoch 1668 | loss: 0.031083 | val_loss: 0.0311971 | Time: 1640.64 ms
[2021-06-23 15:09:55 main:574] : INFO : Epoch 1669 | loss: 0.0310842 | val_loss: 0.0311939 | Time: 1640.1 ms
[2021-06-23 15:09:57 main:574] : INFO : Epoch 1670 | loss: 0.0310975 | val_loss: 0.0312996 | Time: 1668.56 ms
[2021-06-23 15:09:59 main:574] : INFO : Epoch 1671 | loss: 0.0360239 | val_loss: 0.0377403 | Time: 1676.1 ms
[2021-06-23 15:10:00 main:574] : INFO : Epoch 1672 | loss: 0.0328625 | val_loss: 0.0316417 | Time: 1682.26 ms
[2021-06-23 15:10:02 main:574] : INFO : Epoch 1673 | loss: 0.0314265 | val_loss: 0.0312867 | Time: 1662.83 ms
[2021-06-23 15:10:04 main:574] : INFO : Epoch 1674 | loss: 0.0312808 | val_loss: 0.0312585 | Time: 1632 ms
[2021-06-23 15:10:05 main:574] : INFO : Epoch 1675 | loss: 0.0312538 | val_loss: 0.0312491 | Time: 1628.14 ms
[2021-06-23 15:10:07 main:574] : INFO : Epoch 1676 | loss: 0.0312467 | val_loss: 0.0312443 | Time: 1666.18 ms
[2021-06-23 15:10:09 main:574] : INFO : Epoch 1677 | loss: 0.0312424 | val_loss: 0.0312399 | Time: 1659.16 ms
[2021-06-23 15:10:10 main:574] : INFO : Epoch 1678 | loss: 0.0312374 | val_loss: 0.0312347 | Time: 1634 ms
[2021-06-23 15:10:12 main:574] : INFO : Epoch 1679 | loss: 0.0312309 | val_loss: 0.0312267 | Time: 1648.14 ms
[2021-06-23 15:10:14 main:574] : INFO : Epoch 1680 | loss: 0.0312189 | val_loss: 0.0312186 | Time: 1640.54 ms
[2021-06-23 15:10:15 main:574] : INFO : Epoch 1681 | loss: 0.0312103 | val_loss: 0.03122 | Time: 1643.76 ms
[2021-06-23 15:10:17 main:574] : INFO : Epoch 1682 | loss: 0.031208 | val_loss: 0.0312103 | Time: 1649.28 ms
[2021-06-23 15:10:19 main:574] : INFO : Epoch 1683 | loss: 0.0312044 | val_loss: 0.0312054 | Time: 1686 ms
[2021-06-23 15:10:20 main:574] : INFO : Epoch 1684 | loss: 0.0312 | val_loss: 0.0312029 | Time: 1698.63 ms
[2021-06-23 15:10:22 main:574] : INFO : Epoch 1685 | loss: 0.0311977 | val_loss: 0.0312009 | Time: 1678.81 ms
[2021-06-23 15:10:24 main:574] : INFO : Epoch 1686 | loss: 0.0311955 | val_loss: 0.0312005 | Time: 1662.66 ms
[2021-06-23 15:10:25 main:574] : INFO : Epoch 1687 | loss: 0.0311944 | val_loss: 0.0311989 | Time: 1634.55 ms
[2021-06-23 15:10:27 main:574] : INFO : Epoch 1688 | loss: 0.0311926 | val_loss: 0.0311979 | Time: 1635.48 ms
[2021-06-23 15:10:29 main:574] : INFO : Epoch 1689 | loss: 0.0311918 | val_loss: 0.0311978 | Time: 1651.99 ms
[2021-06-23 15:10:30 main:574] : INFO : Epoch 1690 | loss: 0.031191 | val_loss: 0.0311994 | Time: 1632.94 ms
[2021-06-23 15:10:32 main:574] : INFO : Epoch 1691 | loss: 0.031192 | val_loss: 0.0311976 | Time: 1631.91 ms
[2021-06-23 15:10:33 main:574] : INFO : Epoch 1692 | loss: 0.0311911 | val_loss: 0.0311991 | Time: 1629.49 ms
[2021-06-23 15:10:35 main:574] : INFO : Epoch 1693 | loss: 0.0311892 | val_loss: 0.031196 | Time: 1629.69 ms
[2021-06-23 15:10:37 main:574] : INFO : Epoch 1694 | loss: 0.0311895 | val_loss: 0.0311975 | Time: 1679.38 ms
[2021-06-23 15:10:38 main:574] : INFO : Epoch 1695 | loss: 0.0311861 | val_loss: 0.0311919 | Time: 1677.65 ms
[2021-06-23 15:10:40 main:574] : INFO : Epoch 1696 | loss: 0.0311862 | val_loss: 0.0311922 | Time: 1682.43 ms
[2021-06-23 15:10:42 main:574] : INFO : Epoch 1697 | loss: 0.0311828 | val_loss: 0.0311921 | Time: 1670.04 ms
[2021-06-23 15:10:43 main:574] : INFO : Epoch 1698 | loss: 0.0311773 | val_loss: 0.0311802 | Time: 1666.21 ms
[2021-06-23 15:10:45 main:574] : INFO : Epoch 1699 | loss: 0.0311738 | val_loss: 0.0311776 | Time: 1644.25 ms
[2021-06-23 15:10:47 main:574] : INFO : Epoch 1700 | loss: 0.0311708 | val_loss: 0.0311765 | Time: 1626.44 ms
[2021-06-23 15:10:48 main:574] : INFO : Epoch 1701 | loss: 0.031168 | val_loss: 0.0311775 | Time: 1628.91 ms
[2021-06-23 15:10:50 main:574] : INFO : Epoch 1702 | loss: 0.031169 | val_loss: 0.0311762 | Time: 1621.59 ms
[2021-06-23 15:10:52 main:574] : INFO : Epoch 1703 | loss: 0.0311683 | val_loss: 0.0311775 | Time: 1647.15 ms
[2021-06-23 15:10:53 main:574] : INFO : Epoch 1704 | loss: 0.0311664 | val_loss: 0.0311758 | Time: 1640.63 ms
[2021-06-23 15:10:55 main:574] : INFO : Epoch 1705 | loss: 0.0311652 | val_loss: 0.0311764 | Time: 1636.78 ms
[2021-06-23 15:10:57 main:574] : INFO : Epoch 1706 | loss: 0.0311648 | val_loss: 0.0311782 | Time: 1645.82 ms
[2021-06-23 15:10:58 main:574] : INFO : Epoch 1707 | loss: 0.0311639 | val_loss: 0.0311738 | Time: 1680.06 ms
[2021-06-23 15:11:00 main:574] : INFO : Epoch 1708 | loss: 0.0311618 | val_loss: 0.0311709 | Time: 1677.91 ms
[2021-06-23 15:11:02 main:574] : INFO : Epoch 1709 | loss: 0.0311614 | val_loss: 0.0311701 | Time: 1653.46 ms
[2021-06-23 15:11:03 main:574] : INFO : Epoch 1710 | loss: 0.0311607 | val_loss: 0.0311697 | Time: 1667.48 ms
[2021-06-23 15:11:05 main:574] : INFO : Epoch 1711 | loss: 0.031159 | val_loss: 0.0311679 | Time: 1640.5 ms
[2021-06-23 15:11:07 main:574] : INFO : Epoch 1712 | loss: 0.0311573 | val_loss: 0.0311659 | Time: 1626.6 ms
[2021-06-23 15:11:08 main:574] : INFO : Epoch 1713 | loss: 0.0311563 | val_loss: 0.0311676 | Time: 1654.54 ms
[2021-06-23 15:11:10 main:574] : INFO : Epoch 1714 | loss: 0.0311557 | val_loss: 0.0311652 | Time: 1642.52 ms
[2021-06-23 15:11:12 main:574] : INFO : Epoch 1715 | loss: 0.0311541 | val_loss: 0.0311646 | Time: 1631.87 ms
[2021-06-23 15:11:13 main:574] : INFO : Epoch 1716 | loss: 0.0311529 | val_loss: 0.0311678 | Time: 1688.64 ms
[2021-06-23 15:11:15 main:574] : INFO : Epoch 1717 | loss: 0.0311528 | val_loss: 0.0311678 | Time: 1645.35 ms
[2021-06-23 15:11:17 main:574] : INFO : Epoch 1718 | loss: 0.0311525 | val_loss: 0.0311639 | Time: 1651.53 ms
[2021-06-23 15:11:18 main:574] : INFO : Epoch 1719 | loss: 0.0311504 | val_loss: 0.0311631 | Time: 1655.59 ms
[2021-06-23 15:11:20 main:574] : INFO : Epoch 1720 | loss: 0.0311504 | val_loss: 0.0311626 | Time: 1697.08 ms
[2021-06-23 15:11:22 main:574] : INFO : Epoch 1721 | loss: 0.0311498 | val_loss: 0.0311622 | Time: 1645.4 ms
[2021-06-23 15:11:23 main:574] : INFO : Epoch 1722 | loss: 0.0311497 | val_loss: 0.0311632 | Time: 1676.79 ms
[2021-06-23 15:11:25 main:574] : INFO : Epoch 1723 | loss: 0.0311491 | val_loss: 0.0311662 | Time: 1632.27 ms
[2021-06-23 15:11:27 main:574] : INFO : Epoch 1724 | loss: 0.0311495 | val_loss: 0.0311638 | Time: 1635.6 ms
[2021-06-23 15:11:28 main:574] : INFO : Epoch 1725 | loss: 0.0311484 | val_loss: 0.0311629 | Time: 1651.75 ms
[2021-06-23 15:11:30 main:574] : INFO : Epoch 1726 | loss: 0.0311468 | val_loss: 0.0311621 | Time: 1642.32 ms
[2021-06-23 15:11:32 main:574] : INFO : Epoch 1727 | loss: 0.0311463 | val_loss: 0.0311626 | Time: 1626.47 ms
[2021-06-23 15:11:33 main:574] : INFO : Epoch 1728 | loss: 0.0311459 | val_loss: 0.0311665 | Time: 1711.48 ms
[2021-06-23 15:11:35 main:574] : INFO : Epoch 1729 | loss: 0.0311482 | val_loss: 0.0311623 | Time: 1676.89 ms
[2021-06-23 15:11:37 main:574] : INFO : Epoch 1730 | loss: 0.031145 | val_loss: 0.0311628 | Time: 1662.06 ms
[2021-06-23 15:11:38 main:574] : INFO : Epoch 1731 | loss: 0.0311451 | val_loss: 0.0311612 | Time: 1624.7 ms
[2021-06-23 15:11:40 main:574] : INFO : Epoch 1732 | loss: 0.0311462 | val_loss: 0.0311707 | Time: 1643.07 ms
[2021-06-23 15:11:42 main:574] : INFO : Epoch 1733 | loss: 0.0311495 | val_loss: 0.0311627 | Time: 1660.81 ms
[2021-06-23 15:11:43 main:574] : INFO : Epoch 1734 | loss: 0.0311449 | val_loss: 0.0311635 | Time: 1658.18 ms
[2021-06-23 15:11:45 main:574] : INFO : Epoch 1735 | loss: 0.0311439 | val_loss: 0.0311607 | Time: 1638.02 ms
[2021-06-23 15:11:47 main:574] : INFO : Epoch 1736 | loss: 0.0311427 | val_loss: 0.0311619 | Time: 1634.96 ms
[2021-06-23 15:11:48 main:574] : INFO : Epoch 1737 | loss: 0.0311421 | val_loss: 0.0311646 | Time: 1639.14 ms
[2021-06-23 15:11:50 main:574] : INFO : Epoch 1738 | loss: 0.0311459 | val_loss: 0.0311694 | Time: 1635.43 ms
[2021-06-23 15:11:52 main:574] : INFO : Epoch 1739 | loss: 0.0311428 | val_loss: 0.0311608 | Time: 1660.56 ms
[2021-06-23 15:11:53 main:574] : INFO : Epoch 1740 | loss: 0.0311417 | val_loss: 0.0311661 | Time: 1659.28 ms
[2021-06-23 15:11:55 main:574] : INFO : Epoch 1741 | loss: 0.0311442 | val_loss: 0.0311592 | Time: 1669.05 ms
[2021-06-23 15:11:57 main:574] : INFO : Epoch 1742 | loss: 0.0311406 | val_loss: 0.031161 | Time: 1659.92 ms
[2021-06-23 15:11:58 main:574] : INFO : Epoch 1743 | loss: 0.031141 | val_loss: 0.0311603 | Time: 1639.1 ms
[2021-06-23 15:12:00 main:574] : INFO : Epoch 1744 | loss: 0.0311415 | val_loss: 0.0311607 | Time: 1641.14 ms
[2021-06-23 15:12:02 main:574] : INFO : Epoch 1745 | loss: 0.031139 | val_loss: 0.031161 | Time: 1675.26 ms
[2021-06-23 15:12:03 main:574] : INFO : Epoch 1746 | loss: 0.0311397 | val_loss: 0.0311632 | Time: 1650.42 ms
[2021-06-23 15:12:05 main:574] : INFO : Epoch 1747 | loss: 0.031142 | val_loss: 0.0311598 | Time: 1640.92 ms
[2021-06-23 15:12:06 main:574] : INFO : Epoch 1748 | loss: 0.031143 | val_loss: 0.0311614 | Time: 1646.05 ms
[2021-06-23 15:12:08 main:574] : INFO : Epoch 1749 | loss: 0.0311438 | val_loss: 0.0311641 | Time: 1648.62 ms
[2021-06-23 15:12:10 main:574] : INFO : Epoch 1750 | loss: 0.0311394 | val_loss: 0.0311609 | Time: 1674.62 ms
[2021-06-23 15:12:12 main:574] : INFO : Epoch 1751 | loss: 0.0311382 | val_loss: 0.0311661 | Time: 1657.04 ms
[2021-06-23 15:12:13 main:574] : INFO : Epoch 1752 | loss: 0.0311409 | val_loss: 0.0311634 | Time: 1649.96 ms
[2021-06-23 15:12:15 main:574] : INFO : Epoch 1753 | loss: 0.0311391 | val_loss: 0.0311618 | Time: 1645.44 ms
[2021-06-23 15:12:16 main:574] : INFO : Epoch 1754 | loss: 0.031138 | val_loss: 0.0311635 | Time: 1664.36 ms
[2021-06-23 15:12:18 main:574] : INFO : Epoch 1755 | loss: 0.0311389 | val_loss: 0.0311648 | Time: 1672.88 ms
[2021-06-23 15:12:20 main:574] : INFO : Epoch 1756 | loss: 0.0311381 | val_loss: 0.031163 | Time: 1660.11 ms
[2021-06-23 15:12:21 main:574] : INFO : Epoch 1757 | loss: 0.0311377 | val_loss: 0.0311604 | Time: 1639.66 ms
[2021-06-23 15:12:23 main:574] : INFO : Epoch 1758 | loss: 0.0311368 | val_loss: 0.0311637 | Time: 1643.5 ms
[2021-06-23 15:12:25 main:574] : INFO : Epoch 1759 | loss: 0.0311372 | val_loss: 0.0311684 | Time: 1645.7 ms
[2021-06-23 15:12:26 main:574] : INFO : Epoch 1760 | loss: 0.0311377 | val_loss: 0.0311648 | Time: 1661.18 ms
[2021-06-23 15:12:28 main:574] : INFO : Epoch 1761 | loss: 0.0311377 | val_loss: 0.0311648 | Time: 1645.61 ms
[2021-06-23 15:12:30 main:574] : INFO : Epoch 1762 | loss: 0.0311379 | val_loss: 0.0311624 | Time: 1654.8 ms
[2021-06-23 15:12:31 main:574] : INFO : Epoch 1763 | loss: 0.0311369 | val_loss: 0.0311614 | Time: 1666.76 ms
[2021-06-23 15:12:33 main:574] : INFO : Epoch 1764 | loss: 0.031137 | val_loss: 0.0311645 | Time: 1682.51 ms
[2021-06-23 15:12:35 main:574] : INFO : Epoch 1765 | loss: 0.0311364 | val_loss: 0.0311637 | Time: 1667 ms
[2021-06-23 15:12:37 main:574] : INFO : Epoch 1766 | loss: 0.0311365 | val_loss: 0.0311623 | Time: 1666.92 ms
[2021-06-23 15:12:38 main:574] : INFO : Epoch 1767 | loss: 0.0311358 | val_loss: 0.0311608 | Time: 1691.25 ms
[2021-06-23 15:12:40 main:574] : INFO : Epoch 1768 | loss: 0.0311349 | val_loss: 0.0311638 | Time: 1655.81 ms
[2021-06-23 15:12:42 main:574] : INFO : Epoch 1769 | loss: 0.0311344 | val_loss: 0.0311619 | Time: 1668.76 ms
[2021-06-23 15:12:43 main:574] : INFO : Epoch 1770 | loss: 0.0311339 | val_loss: 0.0311614 | Time: 1681.51 ms
[2021-06-23 15:12:45 main:574] : INFO : Epoch 1771 | loss: 0.0311362 | val_loss: 0.0311639 | Time: 1634.59 ms
[2021-06-23 15:12:47 main:574] : INFO : Epoch 1772 | loss: 0.0311372 | val_loss: 0.0311654 | Time: 1634.13 ms
[2021-06-23 15:12:48 main:574] : INFO : Epoch 1773 | loss: 0.0311373 | val_loss: 0.0311651 | Time: 1651.54 ms
[2021-06-23 15:12:50 main:574] : INFO : Epoch 1774 | loss: 0.0311337 | val_loss: 0.0311619 | Time: 1662.04 ms
[2021-06-23 15:12:52 main:574] : INFO : Epoch 1775 | loss: 0.0311336 | val_loss: 0.0311637 | Time: 1645.65 ms
[2021-06-23 15:12:53 main:574] : INFO : Epoch 1776 | loss: 0.031133 | val_loss: 0.0311629 | Time: 1641.41 ms
[2021-06-23 15:12:55 main:574] : INFO : Epoch 1777 | loss: 0.0311329 | val_loss: 0.0311631 | Time: 1661.82 ms
[2021-06-23 15:12:57 main:574] : INFO : Epoch 1778 | loss: 0.0311374 | val_loss: 0.031166 | Time: 1678.75 ms
[2021-06-23 15:12:58 main:574] : INFO : Epoch 1779 | loss: 0.0311359 | val_loss: 0.0311688 | Time: 1668.57 ms
[2021-06-23 15:13:00 main:574] : INFO : Epoch 1780 | loss: 0.0311368 | val_loss: 0.031173 | Time: 1650.74 ms
[2021-06-23 15:13:02 main:574] : INFO : Epoch 1781 | loss: 0.0311361 | val_loss: 0.031161 | Time: 1632.85 ms
[2021-06-23 15:13:03 main:574] : INFO : Epoch 1782 | loss: 0.0311348 | val_loss: 0.0311603 | Time: 1646.08 ms
[2021-06-23 15:13:05 main:574] : INFO : Epoch 1783 | loss: 0.0311329 | val_loss: 0.0311616 | Time: 1632.69 ms
[2021-06-23 15:13:06 main:574] : INFO : Epoch 1784 | loss: 0.0311344 | val_loss: 0.0311596 | Time: 1647.65 ms
[2021-06-23 15:13:08 main:574] : INFO : Epoch 1785 | loss: 0.0311314 | val_loss: 0.0311612 | Time: 1675.53 ms
[2021-06-23 15:13:10 main:574] : INFO : Epoch 1786 | loss: 0.0311295 | val_loss: 0.0311596 | Time: 1654.49 ms
[2021-06-23 15:13:11 main:574] : INFO : Epoch 1787 | loss: 0.0311307 | val_loss: 0.0311622 | Time: 1635.07 ms
[2021-06-23 15:13:13 main:574] : INFO : Epoch 1788 | loss: 0.0311325 | val_loss: 0.0311633 | Time: 1630.02 ms
[2021-06-23 15:13:15 main:574] : INFO : Epoch 1789 | loss: 0.0311304 | val_loss: 0.0311628 | Time: 1662.36 ms
[2021-06-23 15:13:16 main:574] : INFO : Epoch 1790 | loss: 0.0311308 | val_loss: 0.0311667 | Time: 1679.1 ms
[2021-06-23 15:13:18 main:574] : INFO : Epoch 1791 | loss: 0.0311313 | val_loss: 0.0311604 | Time: 1668.21 ms
[2021-06-23 15:13:20 main:574] : INFO : Epoch 1792 | loss: 0.0311301 | val_loss: 0.0311595 | Time: 1631.87 ms
[2021-06-23 15:13:21 main:574] : INFO : Epoch 1793 | loss: 0.0311305 | val_loss: 0.0311628 | Time: 1626.02 ms
[2021-06-23 15:13:23 main:574] : INFO : Epoch 1794 | loss: 0.0311305 | val_loss: 0.0311599 | Time: 1636.79 ms
[2021-06-23 15:13:25 main:574] : INFO : Epoch 1795 | loss: 0.0311285 | val_loss: 0.0311597 | Time: 1637.06 ms
[2021-06-23 15:13:26 main:574] : INFO : Epoch 1796 | loss: 0.0311283 | val_loss: 0.0311623 | Time: 1660.71 ms
[2021-06-23 15:13:28 main:574] : INFO : Epoch 1797 | loss: 0.0311282 | val_loss: 0.0311594 | Time: 1673.05 ms
[2021-06-23 15:13:30 main:574] : INFO : Epoch 1798 | loss: 0.0311289 | val_loss: 0.031161 | Time: 1669.49 ms
[2021-06-23 15:13:31 main:574] : INFO : Epoch 1799 | loss: 0.0311302 | val_loss: 0.0311739 | Time: 1653.89 ms
[2021-06-23 15:13:33 main:574] : INFO : Epoch 1800 | loss: 0.031129 | val_loss: 0.0311613 | Time: 1624.54 ms
[2021-06-23 15:13:35 main:574] : INFO : Epoch 1801 | loss: 0.0311282 | val_loss: 0.0311633 | Time: 1638.84 ms
[2021-06-23 15:13:36 main:574] : INFO : Epoch 1802 | loss: 0.0311269 | val_loss: 0.0311669 | Time: 1682.29 ms
[2021-06-23 15:13:38 main:574] : INFO : Epoch 1803 | loss: 0.0311266 | val_loss: 0.0311645 | Time: 1652.96 ms
[2021-06-23 15:13:40 main:574] : INFO : Epoch 1804 | loss: 0.0311286 | val_loss: 0.0311645 | Time: 1624.93 ms
[2021-06-23 15:13:41 main:574] : INFO : Epoch 1805 | loss: 0.0311298 | val_loss: 0.0311619 | Time: 1657 ms
[2021-06-23 15:13:43 main:574] : INFO : Epoch 1806 | loss: 0.0311394 | val_loss: 0.0311782 | Time: 1652.4 ms
[2021-06-23 15:13:45 main:574] : INFO : Epoch 1807 | loss: 0.0311336 | val_loss: 0.0311673 | Time: 1662.24 ms
[2021-06-23 15:13:46 main:574] : INFO : Epoch 1808 | loss: 0.0311351 | val_loss: 0.0311661 | Time: 1705.68 ms
[2021-06-23 15:13:48 main:574] : INFO : Epoch 1809 | loss: 0.0311265 | val_loss: 0.0311626 | Time: 1655.13 ms
[2021-06-23 15:13:50 main:574] : INFO : Epoch 1810 | loss: 0.0311295 | val_loss: 0.0311606 | Time: 1689.15 ms
[2021-06-23 15:13:52 main:574] : INFO : Epoch 1811 | loss: 0.031129 | val_loss: 0.0311679 | Time: 1720.88 ms
[2021-06-23 15:13:53 main:574] : INFO : Epoch 1812 | loss: 0.0311291 | val_loss: 0.031162 | Time: 1658.26 ms
[2021-06-23 15:13:55 main:574] : INFO : Epoch 1813 | loss: 0.0311268 | val_loss: 0.031164 | Time: 1619.34 ms
[2021-06-23 15:13:56 main:574] : INFO : Epoch 1814 | loss: 0.0311301 | val_loss: 0.0311695 | Time: 1639.08 ms
[2021-06-23 15:13:58 main:574] : INFO : Epoch 1815 | loss: 0.0311484 | val_loss: 0.0311724 | Time: 1655.07 ms
[2021-06-23 15:14:00 main:574] : INFO : Epoch 1816 | loss: 0.0311493 | val_loss: 0.0311682 | Time: 1637.89 ms
[2021-06-23 15:14:01 main:574] : INFO : Epoch 1817 | loss: 0.0311427 | val_loss: 0.0311598 | Time: 1641.82 ms
[2021-06-23 15:14:03 main:574] : INFO : Epoch 1818 | loss: 0.0311391 | val_loss: 0.0311616 | Time: 1644.42 ms
[2021-06-23 15:14:05 main:574] : INFO : Epoch 1819 | loss: 0.0311359 | val_loss: 0.0311587 | Time: 1640.38 ms
[2021-06-23 15:14:06 main:574] : INFO : Epoch 1820 | loss: 0.0311352 | val_loss: 0.0311586 | Time: 1646.45 ms
[2021-06-23 15:14:08 main:574] : INFO : Epoch 1821 | loss: 0.031133 | val_loss: 0.0311567 | Time: 1673.78 ms
[2021-06-23 15:14:10 main:574] : INFO : Epoch 1822 | loss: 0.0311334 | val_loss: 0.0311591 | Time: 1654.86 ms
[2021-06-23 15:14:11 main:574] : INFO : Epoch 1823 | loss: 0.0311335 | val_loss: 0.0311599 | Time: 1654.31 ms
[2021-06-23 15:14:13 main:574] : INFO : Epoch 1824 | loss: 0.0311314 | val_loss: 0.0311589 | Time: 1643.29 ms
[2021-06-23 15:14:15 main:574] : INFO : Epoch 1825 | loss: 0.0311321 | val_loss: 0.0311639 | Time: 1658.35 ms
[2021-06-23 15:14:16 main:574] : INFO : Epoch 1826 | loss: 0.0311297 | val_loss: 0.0311604 | Time: 1626.12 ms
[2021-06-23 15:14:18 main:574] : INFO : Epoch 1827 | loss: 0.0311293 | val_loss: 0.0311606 | Time: 1649.5 ms
[2021-06-23 15:14:20 main:574] : INFO : Epoch 1828 | loss: 0.0311279 | val_loss: 0.031161 | Time: 1638.04 ms
[2021-06-23 15:14:21 main:574] : INFO : Epoch 1829 | loss: 0.03113 | val_loss: 0.0311634 | Time: 1660.87 ms
[2021-06-23 15:14:23 main:574] : INFO : Epoch 1830 | loss: 0.0311293 | val_loss: 0.0311587 | Time: 1672.87 ms
[2021-06-23 15:14:25 main:574] : INFO : Epoch 1831 | loss: 0.0311276 | val_loss: 0.0311742 | Time: 1650.66 ms
[2021-06-23 15:14:26 main:574] : INFO : Epoch 1832 | loss: 0.0311308 | val_loss: 0.0311598 | Time: 1663.92 ms
[2021-06-23 15:14:28 main:574] : INFO : Epoch 1833 | loss: 0.0311289 | val_loss: 0.031162 | Time: 1665.39 ms
[2021-06-23 15:14:30 main:574] : INFO : Epoch 1834 | loss: 0.0311271 | val_loss: 0.0311619 | Time: 1687.04 ms
[2021-06-23 15:14:31 main:574] : INFO : Epoch 1835 | loss: 0.0311261 | val_loss: 0.0311585 | Time: 1714.98 ms
[2021-06-23 15:14:33 main:574] : INFO : Epoch 1836 | loss: 0.0311292 | val_loss: 0.0311642 | Time: 1681.78 ms
[2021-06-23 15:14:35 main:574] : INFO : Epoch 1837 | loss: 0.0311323 | val_loss: 0.0311613 | Time: 1672.34 ms
[2021-06-23 15:14:36 main:574] : INFO : Epoch 1838 | loss: 0.0311338 | val_loss: 0.0311675 | Time: 1633.85 ms
[2021-06-23 15:14:38 main:574] : INFO : Epoch 1839 | loss: 0.0311325 | val_loss: 0.0311621 | Time: 1656.57 ms
[2021-06-23 15:14:40 main:574] : INFO : Epoch 1840 | loss: 0.0311282 | val_loss: 0.0311636 | Time: 1643.67 ms
[2021-06-23 15:14:41 main:574] : INFO : Epoch 1841 | loss: 0.0311277 | val_loss: 0.0311622 | Time: 1656.19 ms
[2021-06-23 15:14:43 main:574] : INFO : Epoch 1842 | loss: 0.0311308 | val_loss: 0.0311621 | Time: 1691.46 ms
[2021-06-23 15:14:45 main:574] : INFO : Epoch 1843 | loss: 0.0311254 | val_loss: 0.0311597 | Time: 1652.26 ms
[2021-06-23 15:14:46 main:574] : INFO : Epoch 1844 | loss: 0.0311259 | val_loss: 0.0311611 | Time: 1632.39 ms
[2021-06-23 15:14:48 main:574] : INFO : Epoch 1845 | loss: 0.0311283 | val_loss: 0.0311594 | Time: 1661.73 ms
[2021-06-23 15:14:50 main:574] : INFO : Epoch 1846 | loss: 0.031135 | val_loss: 0.0311614 | Time: 1668.93 ms
[2021-06-23 15:14:51 main:574] : INFO : Epoch 1847 | loss: 0.0311324 | val_loss: 0.0311641 | Time: 1669.96 ms
[2021-06-23 15:14:53 main:574] : INFO : Epoch 1848 | loss: 0.0311317 | val_loss: 0.0311578 | Time: 1668.97 ms
[2021-06-23 15:14:55 main:574] : INFO : Epoch 1849 | loss: 0.0311295 | val_loss: 0.0311614 | Time: 1640.85 ms
[2021-06-23 15:14:56 main:574] : INFO : Epoch 1850 | loss: 0.0311301 | val_loss: 0.0311602 | Time: 1626.55 ms
[2021-06-23 15:14:58 main:574] : INFO : Epoch 1851 | loss: 0.0311248 | val_loss: 0.0311568 | Time: 1650.14 ms
[2021-06-23 15:15:00 main:574] : INFO : Epoch 1852 | loss: 0.0311243 | val_loss: 0.031159 | Time: 1679.73 ms
[2021-06-23 15:15:01 main:574] : INFO : Epoch 1853 | loss: 0.0311239 | val_loss: 0.0311599 | Time: 1626.88 ms
[2021-06-23 15:15:03 main:574] : INFO : Epoch 1854 | loss: 0.0311227 | val_loss: 0.0311603 | Time: 1656.76 ms
[2021-06-23 15:15:05 main:574] : INFO : Epoch 1855 | loss: 0.0311257 | val_loss: 0.0311579 | Time: 1651.8 ms
[2021-06-23 15:15:06 main:574] : INFO : Epoch 1856 | loss: 0.0311246 | val_loss: 0.0311581 | Time: 1634.97 ms
[2021-06-23 15:15:08 main:574] : INFO : Epoch 1857 | loss: 0.0311239 | val_loss: 0.0311573 | Time: 1650.46 ms
[2021-06-23 15:15:10 main:574] : INFO : Epoch 1858 | loss: 0.0311256 | val_loss: 0.0311605 | Time: 1676.13 ms
[2021-06-23 15:15:11 main:574] : INFO : Epoch 1859 | loss: 0.0311247 | val_loss: 0.0311562 | Time: 1657.47 ms
[2021-06-23 15:15:13 main:574] : INFO : Epoch 1860 | loss: 0.0311263 | val_loss: 0.0311602 | Time: 1716.23 ms
[2021-06-23 15:15:15 main:574] : INFO : Epoch 1861 | loss: 0.031126 | val_loss: 0.0311686 | Time: 1626.9 ms
[2021-06-23 15:15:16 main:574] : INFO : Epoch 1862 | loss: 0.0311266 | val_loss: 0.0311612 | Time: 1635.43 ms
[2021-06-23 15:15:18 main:574] : INFO : Epoch 1863 | loss: 0.031127 | val_loss: 0.0311645 | Time: 1645.1 ms
[2021-06-23 15:15:20 main:574] : INFO : Epoch 1864 | loss: 0.0311237 | val_loss: 0.0311693 | Time: 1675.44 ms
[2021-06-23 15:15:21 main:574] : INFO : Epoch 1865 | loss: 0.0311239 | val_loss: 0.0311627 | Time: 1635.47 ms
[2021-06-23 15:15:23 main:574] : INFO : Epoch 1866 | loss: 0.0311206 | val_loss: 0.031163 | Time: 1680.05 ms
[2021-06-23 15:15:25 main:574] : INFO : Epoch 1867 | loss: 0.03112 | val_loss: 0.031164 | Time: 1682.25 ms
[2021-06-23 15:15:26 main:574] : INFO : Epoch 1868 | loss: 0.0311221 | val_loss: 0.0311616 | Time: 1642.79 ms
[2021-06-23 15:15:28 main:574] : INFO : Epoch 1869 | loss: 0.0311228 | val_loss: 0.0311783 | Time: 1641.97 ms
[2021-06-23 15:15:30 main:574] : INFO : Epoch 1870 | loss: 0.0311241 | val_loss: 0.0311627 | Time: 1655.79 ms
[2021-06-23 15:15:31 main:574] : INFO : Epoch 1871 | loss: 0.0311207 | val_loss: 0.0311698 | Time: 1674.4 ms
[2021-06-23 15:15:33 main:574] : INFO : Epoch 1872 | loss: 0.0311185 | val_loss: 0.0311604 | Time: 1645.47 ms
[2021-06-23 15:15:35 main:574] : INFO : Epoch 1873 | loss: 0.0311204 | val_loss: 0.031163 | Time: 1626.97 ms
[2021-06-23 15:15:36 main:574] : INFO : Epoch 1874 | loss: 0.0311209 | val_loss: 0.031159 | Time: 1627.19 ms
[2021-06-23 15:15:38 main:574] : INFO : Epoch 1875 | loss: 0.0311212 | val_loss: 0.0311692 | Time: 1634.16 ms
[2021-06-23 15:15:40 main:574] : INFO : Epoch 1876 | loss: 0.0311225 | val_loss: 0.031165 | Time: 1658.72 ms
[2021-06-23 15:15:41 main:574] : INFO : Epoch 1877 | loss: 0.031121 | val_loss: 0.0311628 | Time: 1675.88 ms
[2021-06-23 15:15:43 main:574] : INFO : Epoch 1878 | loss: 0.0311259 | val_loss: 0.0311679 | Time: 1665.37 ms
[2021-06-23 15:15:45 main:574] : INFO : Epoch 1879 | loss: 0.0311273 | val_loss: 0.031163 | Time: 1671.78 ms
[2021-06-23 15:15:46 main:574] : INFO : Epoch 1880 | loss: 0.0311272 | val_loss: 0.0311755 | Time: 1686.14 ms
[2021-06-23 15:15:48 main:574] : INFO : Epoch 1881 | loss: 0.0311233 | val_loss: 0.0311633 | Time: 1642.2 ms
[2021-06-23 15:15:50 main:574] : INFO : Epoch 1882 | loss: 0.0311259 | val_loss: 0.0311603 | Time: 1626.77 ms
[2021-06-23 15:15:51 main:574] : INFO : Epoch 1883 | loss: 0.0311248 | val_loss: 0.0311605 | Time: 1653.05 ms
[2021-06-23 15:15:53 main:574] : INFO : Epoch 1884 | loss: 0.0311235 | val_loss: 0.0311627 | Time: 1650.58 ms
[2021-06-23 15:15:55 main:574] : INFO : Epoch 1885 | loss: 0.031119 | val_loss: 0.0311617 | Time: 1649.94 ms
[2021-06-23 15:15:56 main:574] : INFO : Epoch 1886 | loss: 0.0311196 | val_loss: 0.0311606 | Time: 1635.6 ms
[2021-06-23 15:15:58 main:574] : INFO : Epoch 1887 | loss: 0.0311215 | val_loss: 0.0311699 | Time: 1646.17 ms
[2021-06-23 15:16:00 main:574] : INFO : Epoch 1888 | loss: 0.0311242 | val_loss: 0.031166 | Time: 1631.18 ms
[2021-06-23 15:16:01 main:574] : INFO : Epoch 1889 | loss: 0.031121 | val_loss: 0.0311622 | Time: 1670.95 ms
[2021-06-23 15:16:03 main:574] : INFO : Epoch 1890 | loss: 0.0311213 | val_loss: 0.0311661 | Time: 1673.58 ms
[2021-06-23 15:16:05 main:574] : INFO : Epoch 1891 | loss: 0.0311193 | val_loss: 0.0311665 | Time: 1663.43 ms
[2021-06-23 15:16:06 main:574] : INFO : Epoch 1892 | loss: 0.0311248 | val_loss: 0.0311583 | Time: 1694.39 ms
[2021-06-23 15:16:08 main:574] : INFO : Epoch 1893 | loss: 0.0311255 | val_loss: 0.0311626 | Time: 1646.72 ms
[2021-06-23 15:16:10 main:574] : INFO : Epoch 1894 | loss: 0.031126 | val_loss: 0.0311609 | Time: 1629.08 ms
[2021-06-23 15:16:11 main:574] : INFO : Epoch 1895 | loss: 0.0311244 | val_loss: 0.0311613 | Time: 1628.83 ms
[2021-06-23 15:16:13 main:574] : INFO : Epoch 1896 | loss: 0.0311254 | val_loss: 0.0311619 | Time: 1643.31 ms
[2021-06-23 15:16:15 main:574] : INFO : Epoch 1897 | loss: 0.0311247 | val_loss: 0.0311598 | Time: 1636.47 ms
[2021-06-23 15:16:16 main:574] : INFO : Epoch 1898 | loss: 0.0311235 | val_loss: 0.0311588 | Time: 1638.69 ms
[2021-06-23 15:16:18 main:574] : INFO : Epoch 1899 | loss: 0.0311197 | val_loss: 0.0311618 | Time: 1638.85 ms
[2021-06-23 15:16:20 main:574] : INFO : Epoch 1900 | loss: 0.0311202 | val_loss: 0.0311676 | Time: 1642.11 ms
[2021-06-23 15:16:21 main:574] : INFO : Epoch 1901 | loss: 0.0311238 | val_loss: 0.0311618 | Time: 1677.71 ms
[2021-06-23 15:16:23 main:574] : INFO : Epoch 1902 | loss: 0.0311212 | val_loss: 0.0311618 | Time: 1678.2 ms
[2021-06-23 15:16:25 main:574] : INFO : Epoch 1903 | loss: 0.0311193 | val_loss: 0.0311637 | Time: 1649.03 ms
[2021-06-23 15:16:26 main:574] : INFO : Epoch 1904 | loss: 0.0311261 | val_loss: 0.0311651 | Time: 1653.21 ms
[2021-06-23 15:16:28 main:574] : INFO : Epoch 1905 | loss: 0.0311231 | val_loss: 0.0311654 | Time: 1653.06 ms
[2021-06-23 15:16:30 main:574] : INFO : Epoch 1906 | loss: 0.031122 | val_loss: 0.0311612 | Time: 1663.49 ms
[2021-06-23 15:16:31 main:574] : INFO : Epoch 1907 | loss: 0.0311221 | val_loss: 0.031168 | Time: 1643.98 ms
[2021-06-23 15:16:33 main:574] : INFO : Epoch 1908 | loss: 0.0311199 | val_loss: 0.0311592 | Time: 1645.16 ms
[2021-06-23 15:16:34 main:574] : INFO : Epoch 1909 | loss: 0.0311206 | val_loss: 0.0311663 | Time: 1632.33 ms
[2021-06-23 15:16:36 main:574] : INFO : Epoch 1910 | loss: 0.0311257 | val_loss: 0.0311646 | Time: 1677.02 ms
[2021-06-23 15:16:38 main:574] : INFO : Epoch 1911 | loss: 0.0311248 | val_loss: 0.0311613 | Time: 1647.44 ms
[2021-06-23 15:16:39 main:574] : INFO : Epoch 1912 | loss: 0.0311204 | val_loss: 0.0311623 | Time: 1636.68 ms
[2021-06-23 15:16:41 main:574] : INFO : Epoch 1913 | loss: 0.0311227 | val_loss: 0.0311632 | Time: 1644.46 ms
[2021-06-23 15:16:43 main:574] : INFO : Epoch 1914 | loss: 0.0311207 | val_loss: 0.0311651 | Time: 1657.23 ms
[2021-06-23 15:16:44 main:574] : INFO : Epoch 1915 | loss: 0.0311185 | val_loss: 0.0311661 | Time: 1672.48 ms
[2021-06-23 15:16:46 main:574] : INFO : Epoch 1916 | loss: 0.0311151 | val_loss: 0.0311649 | Time: 1667.42 ms
[2021-06-23 15:16:48 main:574] : INFO : Epoch 1917 | loss: 0.0311171 | val_loss: 0.0311667 | Time: 1658.41 ms
[2021-06-23 15:16:49 main:574] : INFO : Epoch 1918 | loss: 0.0311215 | val_loss: 0.031169 | Time: 1640.94 ms
[2021-06-23 15:16:51 main:574] : INFO : Epoch 1919 | loss: 0.0311243 | val_loss: 0.031163 | Time: 1646 ms
[2021-06-23 15:16:53 main:574] : INFO : Epoch 1920 | loss: 0.0311214 | val_loss: 0.0311619 | Time: 1647.62 ms
[2021-06-23 15:16:54 main:574] : INFO : Epoch 1921 | loss: 0.0311188 | val_loss: 0.0311652 | Time: 1627.5 ms
[2021-06-23 15:16:56 main:574] : INFO : Epoch 1922 | loss: 0.0311169 | val_loss: 0.0311654 | Time: 1646.72 ms
[2021-06-23 15:16:58 main:574] : INFO : Epoch 1923 | loss: 0.0311163 | val_loss: 0.0311664 | Time: 1677.16 ms
[2021-06-23 15:16:59 main:574] : INFO : Epoch 1924 | loss: 0.0311183 | val_loss: 0.0311669 | Time: 1647.45 ms
[2021-06-23 15:17:01 main:574] : INFO : Epoch 1925 | loss: 0.03112 | val_loss: 0.0311662 | Time: 1698.91 ms
[2021-06-23 15:17:03 main:574] : INFO : Epoch 1926 | loss: 0.0311225 | val_loss: 0.0311777 | Time: 1671.37 ms
[2021-06-23 15:17:04 main:574] : INFO : Epoch 1927 | loss: 0.0311231 | val_loss: 0.0311693 | Time: 1671.4 ms
[2021-06-23 15:17:06 main:574] : INFO : Epoch 1928 | loss: 0.0311212 | val_loss: 0.0311635 | Time: 1674.23 ms
[2021-06-23 15:17:08 main:574] : INFO : Epoch 1929 | loss: 0.0311181 | val_loss: 0.0311625 | Time: 1662.13 ms
[2021-06-23 15:17:10 main:574] : INFO : Epoch 1930 | loss: 0.0311282 | val_loss: 0.0311649 | Time: 1643.78 ms
[2021-06-23 15:17:11 main:574] : INFO : Epoch 1931 | loss: 0.0311275 | val_loss: 0.0311667 | Time: 1653.03 ms
[2021-06-23 15:17:13 main:574] : INFO : Epoch 1932 | loss: 0.0311309 | val_loss: 0.0311611 | Time: 1647.67 ms
[2021-06-23 15:17:15 main:574] : INFO : Epoch 1933 | loss: 0.0311316 | val_loss: 0.0311683 | Time: 1650.92 ms
[2021-06-23 15:17:16 main:574] : INFO : Epoch 1934 | loss: 0.0311242 | val_loss: 0.0311587 | Time: 1635.65 ms
[2021-06-23 15:17:18 main:574] : INFO : Epoch 1935 | loss: 0.0311201 | val_loss: 0.0311626 | Time: 1694.68 ms
[2021-06-23 15:17:19 main:574] : INFO : Epoch 1936 | loss: 0.0311194 | val_loss: 0.0311589 | Time: 1640.3 ms
[2021-06-23 15:17:21 main:574] : INFO : Epoch 1937 | loss: 0.0311366 | val_loss: 0.0311664 | Time: 1659.6 ms
[2021-06-23 15:17:23 main:574] : INFO : Epoch 1938 | loss: 0.0311531 | val_loss: 0.0311647 | Time: 1705.75 ms
[2021-06-23 15:17:25 main:574] : INFO : Epoch 1939 | loss: 0.0311525 | val_loss: 0.0311621 | Time: 1669.38 ms
[2021-06-23 15:17:26 main:574] : INFO : Epoch 1940 | loss: 0.0311479 | val_loss: 0.0311594 | Time: 1673.61 ms
[2021-06-23 15:17:28 main:574] : INFO : Epoch 1941 | loss: 0.0311489 | val_loss: 0.0311637 | Time: 1655.62 ms
[2021-06-23 15:17:30 main:574] : INFO : Epoch 1942 | loss: 0.0311415 | val_loss: 0.0311583 | Time: 1631.99 ms
[2021-06-23 15:17:31 main:574] : INFO : Epoch 1943 | loss: 0.031136 | val_loss: 0.0311616 | Time: 1634.18 ms
[2021-06-23 15:17:33 main:574] : INFO : Epoch 1944 | loss: 0.0311353 | val_loss: 0.0311569 | Time: 1626.83 ms
[2021-06-23 15:17:34 main:574] : INFO : Epoch 1945 | loss: 0.031133 | val_loss: 0.0311657 | Time: 1634.39 ms
[2021-06-23 15:17:36 main:574] : INFO : Epoch 1946 | loss: 0.0311332 | val_loss: 0.0311594 | Time: 1660.96 ms
[2021-06-23 15:17:38 main:574] : INFO : Epoch 1947 | loss: 0.0311359 | val_loss: 0.0311693 | Time: 1681.45 ms
[2021-06-23 15:17:39 main:574] : INFO : Epoch 1948 | loss: 0.0311366 | val_loss: 0.0311624 | Time: 1674.27 ms
[2021-06-23 15:17:41 main:574] : INFO : Epoch 1949 | loss: 0.0311326 | val_loss: 0.0311652 | Time: 1662.03 ms
[2021-06-23 15:17:43 main:574] : INFO : Epoch 1950 | loss: 0.0311313 | val_loss: 0.031162 | Time: 1640.41 ms
[2021-06-23 15:17:44 main:574] : INFO : Epoch 1951 | loss: 0.0311281 | val_loss: 0.0311607 | Time: 1649.95 ms
[2021-06-23 15:17:46 main:574] : INFO : Epoch 1952 | loss: 0.031129 | val_loss: 0.0311648 | Time: 1658.91 ms
[2021-06-23 15:17:48 main:574] : INFO : Epoch 1953 | loss: 0.0311271 | val_loss: 0.0311698 | Time: 1645.49 ms
[2021-06-23 15:17:49 main:574] : INFO : Epoch 1954 | loss: 0.0311266 | val_loss: 0.0311601 | Time: 1632.21 ms
[2021-06-23 15:17:51 main:574] : INFO : Epoch 1955 | loss: 0.0311304 | val_loss: 0.0311625 | Time: 1637.37 ms
[2021-06-23 15:17:53 main:574] : INFO : Epoch 1956 | loss: 0.0311246 | val_loss: 0.0311727 | Time: 1660.09 ms
[2021-06-23 15:17:54 main:574] : INFO : Epoch 1957 | loss: 0.0311259 | val_loss: 0.0311625 | Time: 1633.36 ms
[2021-06-23 15:17:56 main:574] : INFO : Epoch 1958 | loss: 0.0311227 | val_loss: 0.0311682 | Time: 1655.74 ms
[2021-06-23 15:17:58 main:574] : INFO : Epoch 1959 | loss: 0.0311259 | val_loss: 0.0311663 | Time: 1676.73 ms
[2021-06-23 15:17:59 main:574] : INFO : Epoch 1960 | loss: 0.0311236 | val_loss: 0.0311682 | Time: 1681.04 ms
[2021-06-23 15:18:01 main:574] : INFO : Epoch 1961 | loss: 0.031123 | val_loss: 0.0311669 | Time: 1672.36 ms
[2021-06-23 15:18:03 main:574] : INFO : Epoch 1962 | loss: 0.0311212 | val_loss: 0.0311688 | Time: 1659.91 ms
[2021-06-23 15:18:04 main:574] : INFO : Epoch 1963 | loss: 0.0311206 | val_loss: 0.0311659 | Time: 1651.83 ms
[2021-06-23 15:18:06 main:574] : INFO : Epoch 1964 | loss: 0.031121 | val_loss: 0.0311703 | Time: 1638.98 ms
[2021-06-23 15:18:08 main:574] : INFO : Epoch 1965 | loss: 0.0311209 | val_loss: 0.0311643 | Time: 1630.87 ms
[2021-06-23 15:18:09 main:574] : INFO : Epoch 1966 | loss: 0.0311186 | val_loss: 0.0311669 | Time: 1633.26 ms
[2021-06-23 15:18:11 main:574] : INFO : Epoch 1967 | loss: 0.0311208 | val_loss: 0.031165 | Time: 1655.79 ms
[2021-06-23 15:18:13 main:574] : INFO : Epoch 1968 | loss: 0.0311252 | val_loss: 0.0311635 | Time: 1635.99 ms
[2021-06-23 15:18:14 main:574] : INFO : Epoch 1969 | loss: 0.0311226 | val_loss: 0.0311639 | Time: 1632.13 ms
[2021-06-23 15:18:16 main:574] : INFO : Epoch 1970 | loss: 0.0311218 | val_loss: 0.0311724 | Time: 1666.77 ms
[2021-06-23 15:18:18 main:574] : INFO : Epoch 1971 | loss: 0.0311426 | val_loss: 0.0311696 | Time: 1676.33 ms
[2021-06-23 15:18:19 main:574] : INFO : Epoch 1972 | loss: 0.0311426 | val_loss: 0.0311667 | Time: 1658.94 ms
[2021-06-23 15:18:21 main:574] : INFO : Epoch 1973 | loss: 0.0311384 | val_loss: 0.0311665 | Time: 1662.41 ms
[2021-06-23 15:18:23 main:574] : INFO : Epoch 1974 | loss: 0.0311407 | val_loss: 0.0311661 | Time: 1668.55 ms
[2021-06-23 15:18:24 main:574] : INFO : Epoch 1975 | loss: 0.0311437 | val_loss: 0.0311588 | Time: 1621.22 ms
[2021-06-23 15:18:26 main:574] : INFO : Epoch 1976 | loss: 0.0311396 | val_loss: 0.031163 | Time: 1647.44 ms
[2021-06-23 15:18:28 main:574] : INFO : Epoch 1977 | loss: 0.0311408 | val_loss: 0.0311594 | Time: 1631.29 ms
[2021-06-23 15:18:29 main:574] : INFO : Epoch 1978 | loss: 0.0311324 | val_loss: 0.0311561 | Time: 1642.01 ms
[2021-06-23 15:18:31 main:574] : INFO : Epoch 1979 | loss: 0.031131 | val_loss: 0.0311635 | Time: 1661.94 ms
[2021-06-23 15:18:33 main:574] : INFO : Epoch 1980 | loss: 0.0311364 | val_loss: 0.0311613 | Time: 1672.99 ms
[2021-06-23 15:18:35 main:574] : INFO : Epoch 1981 | loss: 0.0311337 | val_loss: 0.0311614 | Time: 1621 ms
[2021-06-23 15:18:36 main:574] : INFO : Epoch 1982 | loss: 0.0311271 | val_loss: 0.0311612 | Time: 1646.3 ms
[2021-06-23 15:18:38 main:574] : INFO : Epoch 1983 | loss: 0.0311261 | val_loss: 0.0311641 | Time: 1679.76 ms
[2021-06-23 15:18:40 main:574] : INFO : Epoch 1984 | loss: 0.0311283 | val_loss: 0.0311613 | Time: 1676 ms
[2021-06-23 15:18:41 main:574] : INFO : Epoch 1985 | loss: 0.0311252 | val_loss: 0.0311707 | Time: 1692.31 ms
[2021-06-23 15:18:43 main:574] : INFO : Epoch 1986 | loss: 0.0311357 | val_loss: 0.0311617 | Time: 1670.37 ms
[2021-06-23 15:18:45 main:574] : INFO : Epoch 1987 | loss: 0.0311286 | val_loss: 0.0311616 | Time: 1636.75 ms
[2021-06-23 15:18:46 main:574] : INFO : Epoch 1988 | loss: 0.0311254 | val_loss: 0.0311702 | Time: 1643.09 ms
[2021-06-23 15:18:48 main:574] : INFO : Epoch 1989 | loss: 0.0311234 | val_loss: 0.0311644 | Time: 1643.03 ms
[2021-06-23 15:18:50 main:574] : INFO : Epoch 1990 | loss: 0.0311231 | val_loss: 0.0311654 | Time: 1632.81 ms
[2021-06-23 15:18:51 main:574] : INFO : Epoch 1991 | loss: 0.0311245 | val_loss: 0.0311624 | Time: 1674.32 ms
[2021-06-23 15:18:53 main:574] : INFO : Epoch 1992 | loss: 0.0311224 | val_loss: 0.0311614 | Time: 1663.88 ms
[2021-06-23 15:18:55 main:574] : INFO : Epoch 1993 | loss: 0.0311216 | val_loss: 0.0311654 | Time: 1628.59 ms
[2021-06-23 15:18:56 main:574] : INFO : Epoch 1994 | loss: 0.0311195 | val_loss: 0.0311638 | Time: 1638.54 ms
[2021-06-23 15:18:58 main:574] : INFO : Epoch 1995 | loss: 0.0311183 | val_loss: 0.0311753 | Time: 1652.12 ms
[2021-06-23 15:19:00 main:574] : INFO : Epoch 1996 | loss: 0.0311214 | val_loss: 0.0311652 | Time: 1666.24 ms
[2021-06-23 15:19:01 main:574] : INFO : Epoch 1997 | loss: 0.0311179 | val_loss: 0.0311671 | Time: 1697.61 ms
[2021-06-23 15:19:03 main:574] : INFO : Epoch 1998 | loss: 0.0311171 | val_loss: 0.0311626 | Time: 1654.06 ms
[2021-06-23 15:19:05 main:574] : INFO : Epoch 1999 | loss: 0.0311168 | val_loss: 0.0311674 | Time: 1645.68 ms
[2021-06-23 15:19:06 main:574] : INFO : Epoch 2000 | loss: 0.0311165 | val_loss: 0.0311621 | Time: 1652.84 ms
[2021-06-23 15:19:08 main:574] : INFO : Epoch 2001 | loss: 0.0311146 | val_loss: 0.031167 | Time: 1654.02 ms
[2021-06-23 15:19:10 main:574] : INFO : Epoch 2002 | loss: 0.031116 | val_loss: 0.0311692 | Time: 1640.65 ms
[2021-06-23 15:19:11 main:574] : INFO : Epoch 2003 | loss: 0.0311193 | val_loss: 0.031168 | Time: 1647.89 ms
[2021-06-23 15:19:13 main:574] : INFO : Epoch 2004 | loss: 0.0311157 | val_loss: 0.031167 | Time: 1655.64 ms
[2021-06-23 15:19:14 main:574] : INFO : Epoch 2005 | loss: 0.031113 | val_loss: 0.0311642 | Time: 1651.38 ms
[2021-06-23 15:19:16 main:574] : INFO : Epoch 2006 | loss: 0.0311137 | val_loss: 0.0311656 | Time: 1626.53 ms
[2021-06-23 15:19:18 main:574] : INFO : Epoch 2007 | loss: 0.0311151 | val_loss: 0.031171 | Time: 1638.09 ms
[2021-06-23 15:19:19 main:574] : INFO : Epoch 2008 | loss: 0.0311197 | val_loss: 0.0311675 | Time: 1675.19 ms
[2021-06-23 15:19:21 main:574] : INFO : Epoch 2009 | loss: 0.0311213 | val_loss: 0.0311649 | Time: 1671.93 ms
[2021-06-23 15:19:23 main:574] : INFO : Epoch 2010 | loss: 0.0311178 | val_loss: 0.0311684 | Time: 1653.73 ms
[2021-06-23 15:19:24 main:574] : INFO : Epoch 2011 | loss: 0.0311284 | val_loss: 0.0311764 | Time: 1644.09 ms
[2021-06-23 15:19:26 main:574] : INFO : Epoch 2012 | loss: 0.0311347 | val_loss: 0.0311678 | Time: 1657.85 ms
[2021-06-23 15:19:28 main:574] : INFO : Epoch 2013 | loss: 0.0311282 | val_loss: 0.0311649 | Time: 1645.38 ms
[2021-06-23 15:19:29 main:574] : INFO : Epoch 2014 | loss: 0.0311248 | val_loss: 0.0311724 | Time: 1635.64 ms
[2021-06-23 15:19:31 main:574] : INFO : Epoch 2015 | loss: 0.0311243 | val_loss: 0.0311643 | Time: 1650.13 ms
[2021-06-23 15:19:33 main:574] : INFO : Epoch 2016 | loss: 0.0311234 | val_loss: 0.0311633 | Time: 1676.95 ms
[2021-06-23 15:19:34 main:574] : INFO : Epoch 2017 | loss: 0.031123 | val_loss: 0.031185 | Time: 1672.88 ms
[2021-06-23 15:19:36 main:574] : INFO : Epoch 2018 | loss: 0.0311221 | val_loss: 0.0311629 | Time: 1648.61 ms
[2021-06-23 15:19:38 main:574] : INFO : Epoch 2019 | loss: 0.0311195 | val_loss: 0.0311693 | Time: 1638.61 ms
[2021-06-23 15:19:39 main:574] : INFO : Epoch 2020 | loss: 0.0311207 | val_loss: 0.0311643 | Time: 1654.13 ms
[2021-06-23 15:19:41 main:574] : INFO : Epoch 2021 | loss: 0.0311211 | val_loss: 0.0311681 | Time: 1703.23 ms
[2021-06-23 15:19:43 main:574] : INFO : Epoch 2022 | loss: 0.0311163 | val_loss: 0.0311706 | Time: 1656.2 ms
[2021-06-23 15:19:45 main:574] : INFO : Epoch 2023 | loss: 0.0311136 | val_loss: 0.0311711 | Time: 1631.57 ms
[2021-06-23 15:19:46 main:574] : INFO : Epoch 2024 | loss: 0.0311137 | val_loss: 0.0311691 | Time: 1641.46 ms
[2021-06-23 15:19:48 main:574] : INFO : Epoch 2025 | loss: 0.0311144 | val_loss: 0.0311772 | Time: 1633.1 ms
[2021-06-23 15:19:49 main:574] : INFO : Epoch 2026 | loss: 0.0311136 | val_loss: 0.0311645 | Time: 1660.85 ms
[2021-06-23 15:19:51 main:574] : INFO : Epoch 2027 | loss: 0.0311111 | val_loss: 0.0311733 | Time: 1687.66 ms
[2021-06-23 15:19:53 main:574] : INFO : Epoch 2028 | loss: 0.0311106 | val_loss: 0.0311746 | Time: 1658.28 ms
[2021-06-23 15:19:54 main:574] : INFO : Epoch 2029 | loss: 0.0311135 | val_loss: 0.0311684 | Time: 1653.26 ms
[2021-06-23 15:19:56 main:574] : INFO : Epoch 2030 | loss: 0.0311116 | val_loss: 0.031169 | Time: 1665.36 ms
[2021-06-23 15:19:58 main:574] : INFO : Epoch 2031 | loss: 0.0311106 | val_loss: 0.0311731 | Time: 1652.2 ms
[2021-06-23 15:19:59 main:574] : INFO : Epoch 2032 | loss: 0.0311152 | val_loss: 0.031168 | Time: 1641.68 ms
[2021-06-23 15:20:01 main:574] : INFO : Epoch 2033 | loss: 0.0311153 | val_loss: 0.0311675 | Time: 1640.77 ms
[2021-06-23 15:20:03 main:574] : INFO : Epoch 2034 | loss: 0.0311156 | val_loss: 0.0311699 | Time: 1635.67 ms
[2021-06-23 15:20:04 main:574] : INFO : Epoch 2035 | loss: 0.0311175 | val_loss: 0.0311654 | Time: 1631.34 ms
[2021-06-23 15:20:06 main:574] : INFO : Epoch 2036 | loss: 0.0311158 | val_loss: 0.0311639 | Time: 1650.08 ms
[2021-06-23 15:20:08 main:574] : INFO : Epoch 2037 | loss: 0.0311121 | val_loss: 0.0311715 | Time: 1636.49 ms
[2021-06-23 15:20:09 main:574] : INFO : Epoch 2038 | loss: 0.0311108 | val_loss: 0.0311689 | Time: 1642.07 ms
[2021-06-23 15:20:11 main:574] : INFO : Epoch 2039 | loss: 0.0311143 | val_loss: 0.0311706 | Time: 1687.04 ms
[2021-06-23 15:20:13 main:574] : INFO : Epoch 2040 | loss: 0.0311192 | val_loss: 0.0311845 | Time: 1672.34 ms
[2021-06-23 15:20:14 main:574] : INFO : Epoch 2041 | loss: 0.0311182 | val_loss: 0.0311796 | Time: 1656.5 ms
[2021-06-23 15:20:16 main:574] : INFO : Epoch 2042 | loss: 0.0311183 | val_loss: 0.0311733 | Time: 1662.86 ms
[2021-06-23 15:20:18 main:574] : INFO : Epoch 2043 | loss: 0.0311096 | val_loss: 0.0311733 | Time: 1671.9 ms
[2021-06-23 15:20:19 main:574] : INFO : Epoch 2044 | loss: 0.031112 | val_loss: 0.031172 | Time: 1632.72 ms
[2021-06-23 15:20:21 main:574] : INFO : Epoch 2045 | loss: 0.0311093 | val_loss: 0.031167 | Time: 1622.33 ms
[2021-06-23 15:20:23 main:574] : INFO : Epoch 2046 | loss: 0.0311097 | val_loss: 0.0311652 | Time: 1641.23 ms
[2021-06-23 15:20:24 main:574] : INFO : Epoch 2047 | loss: 0.0311093 | val_loss: 0.0311745 | Time: 1639.38 ms
[2021-06-23 15:20:26 main:574] : INFO : Epoch 2048 | loss: 0.0311085 | val_loss: 0.0311704 | Time: 1659.92 ms
[2021-06-23 15:20:26 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311704
[2021-06-23 15:20:26 main:603] : INFO : Saving end state to config to file
[2021-06-23 15:20:26 main:608] : INFO : Success, exiting..
15:20:26 (10596): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)