Task 7364674
| Name | ParityModified-1631728369-7254-0_0 |
| Workunit | 5040821 |
| Created | 15 Sep 2021, 17:52:53 UTC |
| Sent | 16 Sep 2021, 15:48:54 UTC |
| Report deadline | 24 Sep 2021, 15:48:54 UTC |
| Received | 16 Sep 2021, 22:19:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6650 |
| Run time | 1 hours 6 min 59 sec |
| CPU time | 52 min 14 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,456.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311926 | val_loss: 0.0312021 | Time: 1508.8 ms
[2021-09-16 17:03:51 main:574] : INFO : Epoch 1543 | loss: 0.0311917 | val_loss: 0.0312045 | Time: 1546.02 ms
[2021-09-16 17:03:54 main:574] : INFO : Epoch 1544 | loss: 0.0311954 | val_loss: 0.0312026 | Time: 1522.16 ms
[2021-09-16 17:03:58 main:574] : INFO : Epoch 1545 | loss: 0.0311907 | val_loss: 0.0312022 | Time: 1535.46 ms
[2021-09-16 17:04:01 main:574] : INFO : Epoch 1546 | loss: 0.0311906 | val_loss: 0.0312039 | Time: 1521.47 ms
[2021-09-16 17:04:02 main:574] : INFO : Epoch 1547 | loss: 0.0311889 | val_loss: 0.0312054 | Time: 1503.86 ms
[2021-09-16 17:04:04 main:574] : INFO : Epoch 1548 | loss: 0.0311872 | val_loss: 0.031206 | Time: 1520.86 ms
[2021-09-16 17:04:06 main:574] : INFO : Epoch 1549 | loss: 0.031189 | val_loss: 0.0312065 | Time: 1483.42 ms
[2021-09-16 17:04:07 main:574] : INFO : Epoch 1550 | loss: 0.0311888 | val_loss: 0.0312037 | Time: 1495.72 ms
[2021-09-16 17:04:09 main:574] : INFO : Epoch 1551 | loss: 0.031188 | val_loss: 0.0312048 | Time: 1521.92 ms
[2021-09-16 17:04:11 main:574] : INFO : Epoch 1552 | loss: 0.0311872 | val_loss: 0.031205 | Time: 1554.76 ms
[2021-09-16 17:04:12 main:574] : INFO : Epoch 1553 | loss: 0.0311898 | val_loss: 0.0312061 | Time: 1541.52 ms
[2021-09-16 17:04:14 main:574] : INFO : Epoch 1554 | loss: 0.031189 | val_loss: 0.0312034 | Time: 1480.86 ms
[2021-09-16 17:04:15 main:574] : INFO : Epoch 1555 | loss: 0.0311875 | val_loss: 0.0312015 | Time: 1491.91 ms
[2021-09-16 17:04:17 main:574] : INFO : Epoch 1556 | loss: 0.031186 | val_loss: 0.0312028 | Time: 1515.91 ms
[2021-09-16 17:04:19 main:574] : INFO : Epoch 1557 | loss: 0.0311865 | val_loss: 0.0312039 | Time: 1543.93 ms
[2021-09-16 17:04:20 main:574] : INFO : Epoch 1558 | loss: 0.0311881 | val_loss: 0.031201 | Time: 1505.35 ms
[2021-09-16 17:04:22 main:574] : INFO : Epoch 1559 | loss: 0.0311867 | val_loss: 0.0312028 | Time: 1477.04 ms
[2021-09-16 17:04:23 main:574] : INFO : Epoch 1560 | loss: 0.031185 | val_loss: 0.0312019 | Time: 1554.23 ms
[2021-09-16 17:04:25 main:574] : INFO : Epoch 1561 | loss: 0.0311845 | val_loss: 0.0312053 | Time: 1528.6 ms
[2021-09-16 17:04:27 main:574] : INFO : Epoch 1562 | loss: 0.0311861 | val_loss: 0.0312035 | Time: 1548.04 ms
[2021-09-16 17:04:28 main:574] : INFO : Epoch 1563 | loss: 0.0311886 | val_loss: 0.0312013 | Time: 1545.05 ms
[2021-09-16 17:04:30 main:574] : INFO : Epoch 1564 | loss: 0.031184 | val_loss: 0.0312036 | Time: 1499.03 ms
[2021-09-16 17:04:31 main:574] : INFO : Epoch 1565 | loss: 0.0311828 | val_loss: 0.031203 | Time: 1550.13 ms
[2021-09-16 17:04:33 main:574] : INFO : Epoch 1566 | loss: 0.031184 | val_loss: 0.0312025 | Time: 1531.28 ms
[2021-09-16 17:04:35 main:574] : INFO : Epoch 1567 | loss: 0.0311832 | val_loss: 0.0312035 | Time: 1554.2 ms
[2021-09-16 17:04:36 main:574] : INFO : Epoch 1568 | loss: 0.0311908 | val_loss: 0.0312038 | Time: 1476.85 ms
[2021-09-16 17:04:38 main:574] : INFO : Epoch 1569 | loss: 0.0311925 | val_loss: 0.0312012 | Time: 1526.12 ms
[2021-09-16 17:04:39 main:574] : INFO : Epoch 1570 | loss: 0.0311905 | val_loss: 0.0312035 | Time: 1537.74 ms
[2021-09-16 17:04:41 main:574] : INFO : Epoch 1571 | loss: 0.0311911 | val_loss: 0.0312101 | Time: 1549.44 ms
[2021-09-16 17:04:43 main:574] : INFO : Epoch 1572 | loss: 0.0311856 | val_loss: 0.031202 | Time: 1544.47 ms
[2021-09-16 17:04:44 main:574] : INFO : Epoch 1573 | loss: 0.0311861 | val_loss: 0.031201 | Time: 1469.37 ms
[2021-09-16 17:04:46 main:574] : INFO : Epoch 1574 | loss: 0.0311858 | val_loss: 0.0312009 | Time: 1519.75 ms
[2021-09-16 17:04:47 main:574] : INFO : Epoch 1575 | loss: 0.0311854 | val_loss: 0.0312032 | Time: 1528.98 ms
[2021-09-16 17:04:49 main:574] : INFO : Epoch 1576 | loss: 0.031185 | val_loss: 0.0312014 | Time: 1552.54 ms
[2021-09-16 17:04:50 main:574] : INFO : Epoch 1577 | loss: 0.0311862 | val_loss: 0.0311997 | Time: 1485.11 ms
[2021-09-16 17:04:52 main:574] : INFO : Epoch 1578 | loss: 0.0311831 | val_loss: 0.0311996 | Time: 1497.84 ms
[2021-09-16 17:04:54 main:574] : INFO : Epoch 1579 | loss: 0.0311854 | val_loss: 0.031199 | Time: 1530.74 ms
[2021-09-16 17:04:55 main:574] : INFO : Epoch 1580 | loss: 0.0311848 | val_loss: 0.0312059 | Time: 1534.91 ms
[2021-09-16 17:04:57 main:574] : INFO : Epoch 1581 | loss: 0.0311903 | val_loss: 0.0312053 | Time: 1532.85 ms
[2021-09-16 17:04:59 main:574] : INFO : Epoch 1582 | loss: 0.0311858 | val_loss: 0.0311977 | Time: 1522.26 ms
[2021-09-16 17:05:01 main:574] : INFO : Epoch 1583 | loss: 0.0311832 | val_loss: 0.0311985 | Time: 1569.92 ms
[2021-09-16 17:05:02 main:574] : INFO : Epoch 1584 | loss: 0.031183 | val_loss: 0.031198 | Time: 1494.49 ms
[2021-09-16 17:05:04 main:574] : INFO : Epoch 1585 | loss: 0.0311822 | val_loss: 0.0311985 | Time: 1539.96 ms
[2021-09-16 17:05:05 main:574] : INFO : Epoch 1586 | loss: 0.0311808 | val_loss: 0.0311973 | Time: 1547.55 ms
[2021-09-16 17:05:07 main:574] : INFO : Epoch 1587 | loss: 0.0311834 | val_loss: 0.0311982 | Time: 1533.25 ms
[2021-09-16 17:05:09 main:574] : INFO : Epoch 1588 | loss: 0.0311812 | val_loss: 0.0311971 | Time: 1499.97 ms
[2021-09-16 17:05:10 main:574] : INFO : Epoch 1589 | loss: 0.0311815 | val_loss: 0.0311967 | Time: 1495.11 ms
[2021-09-16 17:05:12 main:574] : INFO : Epoch 1590 | loss: 0.0311804 | val_loss: 0.0311963 | Time: 1535.27 ms
[2021-09-16 17:05:13 main:574] : INFO : Epoch 1591 | loss: 0.0311793 | val_loss: 0.0311967 | Time: 1563.23 ms
[2021-09-16 17:05:15 main:574] : INFO : Epoch 1592 | loss: 0.0311793 | val_loss: 0.0311972 | Time: 1523.19 ms
[2021-09-16 17:05:16 main:574] : INFO : Epoch 1593 | loss: 0.0311786 | val_loss: 0.0311978 | Time: 1501.47 ms
[2021-09-16 17:05:18 main:574] : INFO : Epoch 1594 | loss: 0.0311797 | val_loss: 0.0311966 | Time: 1503.83 ms
[2021-09-16 17:05:20 main:574] : INFO : Epoch 1595 | loss: 0.0311819 | val_loss: 0.0312059 | Time: 1529.11 ms
[2021-09-16 17:05:21 main:574] : INFO : Epoch 1596 | loss: 0.0311819 | val_loss: 0.0312004 | Time: 1537.49 ms
[2021-09-16 17:05:23 main:574] : INFO : Epoch 1597 | loss: 0.0311787 | val_loss: 0.0311961 | Time: 1497.55 ms
[2021-09-16 17:05:25 main:574] : INFO : Epoch 1598 | loss: 0.0311774 | val_loss: 0.0312034 | Time: 1481.86 ms
[2021-09-16 17:05:26 main:574] : INFO : Epoch 1599 | loss: 0.0311783 | val_loss: 0.0311999 | Time: 1499.19 ms
[2021-09-16 17:05:28 main:574] : INFO : Epoch 1600 | loss: 0.0311809 | val_loss: 0.0311983 | Time: 1542.59 ms
[2021-09-16 17:05:29 main:574] : INFO : Epoch 1601 | loss: 0.0311802 | val_loss: 0.0311973 | Time: 1550.61 ms
[2021-09-16 17:05:31 main:574] : INFO : Epoch 1602 | loss: 0.0311781 | val_loss: 0.0311997 | Time: 1519.24 ms
[2021-09-16 17:05:32 main:574] : INFO : Epoch 1603 | loss: 0.0311774 | val_loss: 0.0312008 | Time: 1466.73 ms
[2021-09-16 17:05:34 main:574] : INFO : Epoch 1604 | loss: 0.0311795 | val_loss: 0.0312038 | Time: 1511.79 ms
[2021-09-16 17:05:36 main:574] : INFO : Epoch 1605 | loss: 0.0312013 | val_loss: 0.031214 | Time: 1562.95 ms
[2021-09-16 17:05:37 main:574] : INFO : Epoch 1606 | loss: 0.0312109 | val_loss: 0.0312077 | Time: 1574.05 ms
[2021-09-16 17:05:39 main:574] : INFO : Epoch 1607 | loss: 0.0312044 | val_loss: 0.0312017 | Time: 1513.22 ms
[2021-09-16 17:05:40 main:574] : INFO : Epoch 1608 | loss: 0.0312027 | val_loss: 0.0312008 | Time: 1488.78 ms
[2021-09-16 17:05:42 main:574] : INFO : Epoch 1609 | loss: 0.0311986 | val_loss: 0.0311957 | Time: 1511.29 ms
[2021-09-16 17:05:44 main:574] : INFO : Epoch 1610 | loss: 0.0311977 | val_loss: 0.0312038 | Time: 1556.82 ms
[2021-09-16 17:05:45 main:574] : INFO : Epoch 1611 | loss: 0.0311958 | val_loss: 0.0311927 | Time: 1532.6 ms
[2021-09-16 17:05:47 main:574] : INFO : Epoch 1612 | loss: 0.0311928 | val_loss: 0.031193 | Time: 1478.56 ms
[2021-09-16 17:05:48 main:574] : INFO : Epoch 1613 | loss: 0.0311914 | val_loss: 0.0311911 | Time: 1516.51 ms
[2021-09-16 17:05:50 main:574] : INFO : Epoch 1614 | loss: 0.031191 | val_loss: 0.0311906 | Time: 1523.02 ms
[2021-09-16 17:05:52 main:574] : INFO : Epoch 1615 | loss: 0.0311918 | val_loss: 0.031193 | Time: 1536.99 ms
[2021-09-16 17:05:53 main:574] : INFO : Epoch 1616 | loss: 0.0311896 | val_loss: 0.0311898 | Time: 1526 ms
[2021-09-16 17:05:55 main:574] : INFO : Epoch 1617 | loss: 0.0311882 | val_loss: 0.03119 | Time: 1474.03 ms
[2021-09-16 17:05:56 main:574] : INFO : Epoch 1618 | loss: 0.031189 | val_loss: 0.0311895 | Time: 1498.75 ms
[2021-09-16 17:05:59 main:574] : INFO : Epoch 1619 | loss: 0.0311887 | val_loss: 0.0311931 | Time: 1465.73 ms
[2021-09-16 17:06:00 main:574] : INFO : Epoch 1620 | loss: 0.0311887 | val_loss: 0.031189 | Time: 1530.88 ms
[2021-09-16 17:06:02 main:574] : INFO : Epoch 1621 | loss: 0.0311868 | val_loss: 0.0311879 | Time: 1546.55 ms
[2021-09-16 17:06:03 main:574] : INFO : Epoch 1622 | loss: 0.0311865 | val_loss: 0.0311881 | Time: 1543.77 ms
[2021-09-16 17:06:05 main:574] : INFO : Epoch 1623 | loss: 0.0311851 | val_loss: 0.0311875 | Time: 1485.78 ms
[2021-09-16 17:06:07 main:574] : INFO : Epoch 1624 | loss: 0.0311857 | val_loss: 0.0311891 | Time: 1492.7 ms
[2021-09-16 17:06:08 main:574] : INFO : Epoch 1625 | loss: 0.0311843 | val_loss: 0.0311848 | Time: 1542.83 ms
[2021-09-16 17:06:10 main:574] : INFO : Epoch 1626 | loss: 0.0311841 | val_loss: 0.0311885 | Time: 1562.62 ms
[2021-09-16 17:06:11 main:574] : INFO : Epoch 1627 | loss: 0.0311834 | val_loss: 0.031184 | Time: 1521.6 ms
[2021-09-16 17:06:13 main:574] : INFO : Epoch 1628 | loss: 0.0311817 | val_loss: 0.031185 | Time: 1482.94 ms
[2021-09-16 17:06:14 main:574] : INFO : Epoch 1629 | loss: 0.0311814 | val_loss: 0.0311837 | Time: 1512.19 ms
[2021-09-16 17:06:16 main:574] : INFO : Epoch 1630 | loss: 0.0311817 | val_loss: 0.0311836 | Time: 1535.03 ms
[2021-09-16 17:06:18 main:574] : INFO : Epoch 1631 | loss: 0.0311806 | val_loss: 0.0311832 | Time: 1534.21 ms
[2021-09-16 17:06:19 main:574] : INFO : Epoch 1632 | loss: 0.0311808 | val_loss: 0.031184 | Time: 1511.65 ms
[2021-09-16 17:06:21 main:574] : INFO : Epoch 1633 | loss: 0.0311808 | val_loss: 0.0311826 | Time: 1500.72 ms
[2021-09-16 17:06:22 main:574] : INFO : Epoch 1634 | loss: 0.0311816 | val_loss: 0.0311864 | Time: 1517.48 ms
[2021-09-16 17:06:24 main:574] : INFO : Epoch 1635 | loss: 0.0311804 | val_loss: 0.0311859 | Time: 1534.28 ms
[2021-09-16 17:06:26 main:574] : INFO : Epoch 1636 | loss: 0.03118 | val_loss: 0.0311813 | Time: 1547.2 ms
[2021-09-16 17:06:27 main:574] : INFO : Epoch 1637 | loss: 0.0311787 | val_loss: 0.0311813 | Time: 1491.12 ms
[2021-09-16 17:06:29 main:574] : INFO : Epoch 1638 | loss: 0.031181 | val_loss: 0.0311828 | Time: 1560.67 ms
[2021-09-16 17:06:30 main:574] : INFO : Epoch 1639 | loss: 0.0311791 | val_loss: 0.0311815 | Time: 1591.58 ms
[2021-09-16 17:06:32 main:574] : INFO : Epoch 1640 | loss: 0.0311785 | val_loss: 0.0311813 | Time: 1636.87 ms
[2021-09-16 17:06:34 main:574] : INFO : Epoch 1641 | loss: 0.0311775 | val_loss: 0.0311798 | Time: 1600.74 ms
[2021-09-16 17:06:35 main:574] : INFO : Epoch 1642 | loss: 0.0311775 | val_loss: 0.0311806 | Time: 1616.79 ms
[2021-09-16 17:06:37 main:574] : INFO : Epoch 1643 | loss: 0.0311793 | val_loss: 0.0311847 | Time: 1608.69 ms
[2021-09-16 17:06:39 main:574] : INFO : Epoch 1644 | loss: 0.0311767 | val_loss: 0.0311801 | Time: 1588.91 ms
[2021-09-16 17:06:41 main:574] : INFO : Epoch 1645 | loss: 0.031176 | val_loss: 0.0311795 | Time: 1627.61 ms
[2021-09-16 17:06:42 main:574] : INFO : Epoch 1646 | loss: 0.0311767 | val_loss: 0.0311789 | Time: 1595.8 ms
[2021-09-16 17:06:44 main:574] : INFO : Epoch 1647 | loss: 0.0311764 | val_loss: 0.0311783 | Time: 1648.36 ms
[2021-09-16 17:06:46 main:574] : INFO : Epoch 1648 | loss: 0.0311748 | val_loss: 0.0311791 | Time: 1648.36 ms
[2021-09-16 17:06:47 main:574] : INFO : Epoch 1649 | loss: 0.0311749 | val_loss: 0.0311782 | Time: 1573.27 ms
[2021-09-16 17:06:49 main:574] : INFO : Epoch 1650 | loss: 0.0311752 | val_loss: 0.0311795 | Time: 1606.92 ms
[2021-09-16 17:06:51 main:574] : INFO : Epoch 1651 | loss: 0.0311767 | val_loss: 0.0311848 | Time: 1613.1 ms
[2021-09-16 17:06:52 main:574] : INFO : Epoch 1652 | loss: 0.0311782 | val_loss: 0.0311821 | Time: 1622.75 ms
[2021-09-16 17:06:54 main:574] : INFO : Epoch 1653 | loss: 0.0311776 | val_loss: 0.031178 | Time: 1607.2 ms
[2021-09-16 17:06:56 main:574] : INFO : Epoch 1654 | loss: 0.0311743 | val_loss: 0.0311792 | Time: 1627.33 ms
[2021-09-16 17:06:58 main:574] : INFO : Epoch 1655 | loss: 0.0311741 | val_loss: 0.0311779 | Time: 1581.32 ms
[2021-09-16 17:06:59 main:574] : INFO : Epoch 1656 | loss: 0.031173 | val_loss: 0.0311803 | Time: 1584.36 ms
[2021-09-16 17:07:01 main:574] : INFO : Epoch 1657 | loss: 0.0311731 | val_loss: 0.0311776 | Time: 1591.81 ms
[2021-09-16 17:07:03 main:574] : INFO : Epoch 1658 | loss: 0.0311722 | val_loss: 0.0311771 | Time: 1597.62 ms
[2021-09-16 17:07:04 main:574] : INFO : Epoch 1659 | loss: 0.031174 | val_loss: 0.0311778 | Time: 1630.24 ms
[2021-09-16 17:07:06 main:574] : INFO : Epoch 1660 | loss: 0.0311742 | val_loss: 0.0311788 | Time: 1545.23 ms
[2021-09-16 17:07:08 main:574] : INFO : Epoch 1661 | loss: 0.0311723 | val_loss: 0.0311762 | Time: 1578.55 ms
[2021-09-16 17:07:09 main:574] : INFO : Epoch 1662 | loss: 0.031171 | val_loss: 0.0311768 | Time: 1531.29 ms
[2021-09-16 17:07:11 main:574] : INFO : Epoch 1663 | loss: 0.0311709 | val_loss: 0.0311762 | Time: 1654.82 ms
[2021-09-16 17:07:13 main:574] : INFO : Epoch 1664 | loss: 0.031171 | val_loss: 0.0311762 | Time: 1621.88 ms
[2021-09-16 17:07:15 main:574] : INFO : Epoch 1665 | loss: 0.0311717 | val_loss: 0.0311776 | Time: 1617.94 ms
[2021-09-16 17:07:17 main:574] : INFO : Epoch 1666 | loss: 0.031171 | val_loss: 0.0311765 | Time: 1640.6 ms
[2021-09-16 17:07:19 main:574] : INFO : Epoch 1667 | loss: 0.0311726 | val_loss: 0.03118 | Time: 1669.52 ms
[2021-09-16 17:07:21 main:574] : INFO : Epoch 1668 | loss: 0.031171 | val_loss: 0.0311782 | Time: 1612.51 ms
[2021-09-16 17:07:23 main:574] : INFO : Epoch 1669 | loss: 0.0311702 | val_loss: 0.0311796 | Time: 1512.82 ms
[2021-09-16 17:07:29 main:574] : INFO : Epoch 1670 | loss: 0.0311718 | val_loss: 0.0311775 | Time: 1586.03 ms
[2021-09-16 17:07:31 main:574] : INFO : Epoch 1671 | loss: 0.0311705 | val_loss: 0.0311806 | Time: 1673.6 ms
[2021-09-16 17:07:33 main:574] : INFO : Epoch 1672 | loss: 0.0311694 | val_loss: 0.0311764 | Time: 1626.46 ms
[2021-09-16 17:07:34 main:574] : INFO : Epoch 1673 | loss: 0.0311683 | val_loss: 0.0311762 | Time: 1581.39 ms
[2021-09-16 17:07:36 main:574] : INFO : Epoch 1674 | loss: 0.0311681 | val_loss: 0.0311786 | Time: 1575.3 ms
[2021-09-16 17:07:38 main:574] : INFO : Epoch 1675 | loss: 0.0311689 | val_loss: 0.0311781 | Time: 1570.68 ms
[2021-09-16 17:07:39 main:574] : INFO : Epoch 1676 | loss: 0.0311671 | val_loss: 0.0311769 | Time: 1512.71 ms
[2021-09-16 17:07:41 main:574] : INFO : Epoch 1677 | loss: 0.0311667 | val_loss: 0.0311785 | Time: 1652.67 ms
[2021-09-16 17:07:43 main:574] : INFO : Epoch 1678 | loss: 0.0311711 | val_loss: 0.0311812 | Time: 1553.08 ms
[2021-09-16 17:07:45 main:574] : INFO : Epoch 1679 | loss: 0.031169 | val_loss: 0.0311776 | Time: 1595.29 ms
[2021-09-16 17:07:47 main:574] : INFO : Epoch 1680 | loss: 0.0311669 | val_loss: 0.0311778 | Time: 1682.81 ms
[2021-09-16 17:07:49 main:574] : INFO : Epoch 1681 | loss: 0.0311667 | val_loss: 0.0311768 | Time: 1594.13 ms
[2021-09-16 17:07:51 main:574] : INFO : Epoch 1682 | loss: 0.0311652 | val_loss: 0.0311783 | Time: 1622.22 ms
[2021-09-16 17:07:53 main:574] : INFO : Epoch 1683 | loss: 0.0311671 | val_loss: 0.0311766 | Time: 1655.39 ms
[2021-09-16 17:07:55 main:574] : INFO : Epoch 1684 | loss: 0.0311655 | val_loss: 0.0311758 | Time: 1573.64 ms
[2021-09-16 17:07:59 main:574] : INFO : Epoch 1685 | loss: 0.031165 | val_loss: 0.0311767 | Time: 1500.34 ms
[2021-09-16 17:08:02 main:574] : INFO : Epoch 1686 | loss: 0.0311636 | val_loss: 0.0311774 | Time: 1634.05 ms
[2021-09-16 17:08:04 main:574] : INFO : Epoch 1687 | loss: 0.0311634 | val_loss: 0.0311763 | Time: 1616.08 ms
[2021-09-16 17:08:06 main:574] : INFO : Epoch 1688 | loss: 0.0311629 | val_loss: 0.0311763 | Time: 1715.88 ms
[2021-09-16 17:08:07 main:574] : INFO : Epoch 1689 | loss: 0.031163 | val_loss: 0.0311768 | Time: 1591.64 ms
[2021-09-16 17:08:09 main:574] : INFO : Epoch 1690 | loss: 0.0311636 | val_loss: 0.0311789 | Time: 1515.12 ms
[2021-09-16 17:08:11 main:574] : INFO : Epoch 1691 | loss: 0.0311631 | val_loss: 0.0311778 | Time: 1588.15 ms
[2021-09-16 17:08:13 main:574] : INFO : Epoch 1692 | loss: 0.0311628 | val_loss: 0.0311776 | Time: 1659.9 ms
[2021-09-16 17:08:15 main:574] : INFO : Epoch 1693 | loss: 0.0311623 | val_loss: 0.0311766 | Time: 1708.4 ms
[2021-09-16 17:08:17 main:574] : INFO : Epoch 1694 | loss: 0.0311628 | val_loss: 0.0311806 | Time: 1710.97 ms
[2021-09-16 17:08:18 main:574] : INFO : Epoch 1695 | loss: 0.0311619 | val_loss: 0.0311772 | Time: 1647.83 ms
[2021-09-16 17:08:20 main:574] : INFO : Epoch 1696 | loss: 0.0311615 | val_loss: 0.0311789 | Time: 1515.81 ms
[2021-09-16 17:08:22 main:574] : INFO : Epoch 1697 | loss: 0.0311619 | val_loss: 0.0311793 | Time: 1471.24 ms
[2021-09-16 17:08:24 main:574] : INFO : Epoch 1698 | loss: 0.0311614 | val_loss: 0.0311773 | Time: 1602.09 ms
[2021-09-16 17:08:25 main:574] : INFO : Epoch 1699 | loss: 0.0311625 | val_loss: 0.0311783 | Time: 1593.99 ms
[2021-09-16 17:08:28 main:574] : INFO : Epoch 1700 | loss: 0.031165 | val_loss: 0.0311801 | Time: 1647.49 ms
[2021-09-16 17:08:29 main:574] : INFO : Epoch 1701 | loss: 0.0311601 | val_loss: 0.0311792 | Time: 1726.82 ms
[2021-09-16 17:08:31 main:574] : INFO : Epoch 1702 | loss: 0.0311596 | val_loss: 0.0311775 | Time: 1670.02 ms
[2021-09-16 17:08:33 main:574] : INFO : Epoch 1703 | loss: 0.0311586 | val_loss: 0.0311788 | Time: 1642 ms
[2021-09-16 17:08:35 main:574] : INFO : Epoch 1704 | loss: 0.0311582 | val_loss: 0.0311803 | Time: 1537.09 ms
[2021-09-16 17:08:37 main:574] : INFO : Epoch 1705 | loss: 0.0311593 | val_loss: 0.0311818 | Time: 1583.87 ms
[2021-09-16 17:08:38 main:574] : INFO : Epoch 1706 | loss: 0.0311594 | val_loss: 0.0311794 | Time: 1496.16 ms
[2021-09-16 17:08:40 main:574] : INFO : Epoch 1707 | loss: 0.0311596 | val_loss: 0.0311788 | Time: 1552.47 ms
[2021-09-16 17:08:42 main:574] : INFO : Epoch 1708 | loss: 0.0311585 | val_loss: 0.0311801 | Time: 1502.19 ms
[2021-09-16 17:08:43 main:574] : INFO : Epoch 1709 | loss: 0.0311573 | val_loss: 0.0311808 | Time: 1556.28 ms
[2021-09-16 17:08:45 main:574] : INFO : Epoch 1710 | loss: 0.0311569 | val_loss: 0.0311815 | Time: 1603.65 ms
[2021-09-16 17:08:47 main:574] : INFO : Epoch 1711 | loss: 0.0311566 | val_loss: 0.0311817 | Time: 1555.32 ms
[2021-09-16 17:08:48 main:574] : INFO : Epoch 1712 | loss: 0.031157 | val_loss: 0.0311803 | Time: 1511.65 ms
[2021-09-16 17:08:50 main:574] : INFO : Epoch 1713 | loss: 0.0311561 | val_loss: 0.0311809 | Time: 1510.02 ms
[2021-09-16 17:08:53 main:574] : INFO : Epoch 1714 | loss: 0.0311584 | val_loss: 0.0311827 | Time: 1508.89 ms
[2021-09-16 17:08:55 main:574] : INFO : Epoch 1715 | loss: 0.0311567 | val_loss: 0.0311845 | Time: 1486.08 ms
[2021-09-16 17:08:57 main:574] : INFO : Epoch 1716 | loss: 0.0311562 | val_loss: 0.0311829 | Time: 1510.55 ms
[2021-09-16 17:09:00 main:574] : INFO : Epoch 1717 | loss: 0.0311559 | val_loss: 0.0311809 | Time: 1511.81 ms
[2021-09-16 17:09:02 main:574] : INFO : Epoch 1718 | loss: 0.0311556 | val_loss: 0.0311811 | Time: 1510.11 ms
[2021-09-16 17:09:05 main:574] : INFO : Epoch 1719 | loss: 0.0311556 | val_loss: 0.0311843 | Time: 1564 ms
[2021-09-16 17:09:08 main:574] : INFO : Epoch 1720 | loss: 0.0311562 | val_loss: 0.0311899 | Time: 1485.85 ms
[2021-09-16 17:09:09 main:574] : INFO : Epoch 1721 | loss: 0.0311572 | val_loss: 0.0311851 | Time: 1549.18 ms
[2021-09-16 17:09:11 main:574] : INFO : Epoch 1722 | loss: 0.0311582 | val_loss: 0.0311883 | Time: 1495.17 ms
[2021-09-16 17:09:13 main:574] : INFO : Epoch 1723 | loss: 0.0311559 | val_loss: 0.0311812 | Time: 1521.69 ms
[2021-09-16 17:09:15 main:574] : INFO : Epoch 1724 | loss: 0.0311537 | val_loss: 0.03118 | Time: 1524.87 ms
[2021-09-16 17:09:17 main:574] : INFO : Epoch 1725 | loss: 0.0311543 | val_loss: 0.031181 | Time: 1526.47 ms
[2021-09-16 17:09:19 main:574] : INFO : Epoch 1726 | loss: 0.0311542 | val_loss: 0.0311822 | Time: 1535.61 ms
[2021-09-16 17:09:20 main:574] : INFO : Epoch 1727 | loss: 0.0311548 | val_loss: 0.0311816 | Time: 1490.99 ms
[2021-09-16 17:09:22 main:574] : INFO : Epoch 1728 | loss: 0.0311519 | val_loss: 0.0311828 | Time: 1515.1 ms
[2021-09-16 17:09:23 main:574] : INFO : Epoch 1729 | loss: 0.0311517 | val_loss: 0.0311835 | Time: 1536.24 ms
[2021-09-16 17:09:25 main:574] : INFO : Epoch 1730 | loss: 0.0311522 | val_loss: 0.0311881 | Time: 1538.87 ms
[2021-09-16 17:09:27 main:574] : INFO : Epoch 1731 | loss: 0.0311527 | val_loss: 0.031183 | Time: 1510.98 ms
[2021-09-16 17:09:28 main:574] : INFO : Epoch 1732 | loss: 0.0311511 | val_loss: 0.0311853 | Time: 1494.02 ms
[2021-09-16 17:09:30 main:574] : INFO : Epoch 1733 | loss: 0.0311525 | val_loss: 0.0311845 | Time: 1512.37 ms
[2021-09-16 17:09:31 main:574] : INFO : Epoch 1734 | loss: 0.0311525 | val_loss: 0.0311812 | Time: 1545.04 ms
[2021-09-16 17:09:33 main:574] : INFO : Epoch 1735 | loss: 0.0311508 | val_loss: 0.0311859 | Time: 1550.46 ms
[2021-09-16 17:09:35 main:574] : INFO : Epoch 1736 | loss: 0.0311517 | val_loss: 0.0311821 | Time: 1488.64 ms
[2021-09-16 17:09:36 main:574] : INFO : Epoch 1737 | loss: 0.0311522 | val_loss: 0.0311824 | Time: 1509.05 ms
[2021-09-16 17:09:38 main:574] : INFO : Epoch 1738 | loss: 0.0311527 | val_loss: 0.0311844 | Time: 1529.5 ms
[2021-09-16 17:09:39 main:574] : INFO : Epoch 1739 | loss: 0.0311535 | val_loss: 0.0311838 | Time: 1545.02 ms
[2021-09-16 17:09:41 main:574] : INFO : Epoch 1740 | loss: 0.03115 | val_loss: 0.0311822 | Time: 1549.35 ms
[2021-09-16 17:09:42 main:574] : INFO : Epoch 1741 | loss: 0.0311505 | val_loss: 0.0311803 | Time: 1481.79 ms
[2021-09-16 17:09:44 main:574] : INFO : Epoch 1742 | loss: 0.0311508 | val_loss: 0.0311798 | Time: 1496.5 ms
[2021-09-16 17:09:46 main:574] : INFO : Epoch 1743 | loss: 0.0311501 | val_loss: 0.0311807 | Time: 1526.72 ms
[2021-09-16 17:09:47 main:574] : INFO : Epoch 1744 | loss: 0.0311519 | val_loss: 0.0311876 | Time: 1531.76 ms
[2021-09-16 17:09:49 main:574] : INFO : Epoch 1745 | loss: 0.0311515 | val_loss: 0.0311789 | Time: 1533.31 ms
[2021-09-16 17:09:50 main:574] : INFO : Epoch 1746 | loss: 0.0311511 | val_loss: 0.0311851 | Time: 1494.57 ms
[2021-09-16 17:09:53 main:574] : INFO : Epoch 1747 | loss: 0.0311501 | val_loss: 0.0311808 | Time: 1517.7 ms
[2021-09-16 17:09:55 main:574] : INFO : Epoch 1748 | loss: 0.0311477 | val_loss: 0.0311824 | Time: 1511.75 ms
[2021-09-16 17:09:56 main:574] : INFO : Epoch 1749 | loss: 0.0311598 | val_loss: 0.0311756 | Time: 1469.17 ms
[2021-09-16 17:09:58 main:574] : INFO : Epoch 1750 | loss: 0.0311624 | val_loss: 0.0311744 | Time: 1503.26 ms
[2021-09-16 17:10:01 main:574] : INFO : Epoch 1751 | loss: 0.0311589 | val_loss: 0.0311749 | Time: 1489.34 ms
[2021-09-16 17:10:02 main:574] : INFO : Epoch 1752 | loss: 0.0311557 | val_loss: 0.0311775 | Time: 1508.45 ms
[2021-09-16 17:10:04 main:574] : INFO : Epoch 1753 | loss: 0.0311546 | val_loss: 0.0311771 | Time: 1543.21 ms
[2021-09-16 17:10:05 main:574] : INFO : Epoch 1754 | loss: 0.0311571 | val_loss: 0.0311754 | Time: 1552.97 ms
[2021-09-16 17:10:07 main:574] : INFO : Epoch 1755 | loss: 0.0311525 | val_loss: 0.0311806 | Time: 1489.5 ms
[2021-09-16 17:10:08 main:574] : INFO : Epoch 1756 | loss: 0.0311506 | val_loss: 0.0311796 | Time: 1465.34 ms
[2021-09-16 17:10:10 main:574] : INFO : Epoch 1757 | loss: 0.031152 | val_loss: 0.0311848 | Time: 1503.47 ms
[2021-09-16 17:10:12 main:574] : INFO : Epoch 1758 | loss: 0.031152 | val_loss: 0.0311768 | Time: 1547.69 ms
[2021-09-16 17:10:13 main:574] : INFO : Epoch 1759 | loss: 0.0311517 | val_loss: 0.0311844 | Time: 1546.51 ms
[2021-09-16 17:10:15 main:574] : INFO : Epoch 1760 | loss: 0.0311503 | val_loss: 0.0311869 | Time: 1497.34 ms
[2021-09-16 17:10:16 main:574] : INFO : Epoch 1761 | loss: 0.0311507 | val_loss: 0.0311763 | Time: 1471.53 ms
[2021-09-16 17:10:18 main:574] : INFO : Epoch 1762 | loss: 0.03115 | val_loss: 0.0311794 | Time: 1539.54 ms
[2021-09-16 17:10:20 main:574] : INFO : Epoch 1763 | loss: 0.0311492 | val_loss: 0.0311774 | Time: 1537.92 ms
[2021-09-16 17:10:21 main:574] : INFO : Epoch 1764 | loss: 0.0311464 | val_loss: 0.0311838 | Time: 1540.66 ms
[2021-09-16 17:10:23 main:574] : INFO : Epoch 1765 | loss: 0.0311464 | val_loss: 0.0311801 | Time: 1468.96 ms
[2021-09-16 17:10:24 main:574] : INFO : Epoch 1766 | loss: 0.0311469 | val_loss: 0.0311881 | Time: 1501.24 ms
[2021-09-16 17:10:26 main:574] : INFO : Epoch 1767 | loss: 0.0311466 | val_loss: 0.0311817 | Time: 1538.05 ms
[2021-09-16 17:10:28 main:574] : INFO : Epoch 1768 | loss: 0.0311467 | val_loss: 0.031187 | Time: 1535.89 ms
[2021-09-16 17:10:29 main:574] : INFO : Epoch 1769 | loss: 0.0311469 | val_loss: 0.0311824 | Time: 1538.72 ms
[2021-09-16 17:10:31 main:574] : INFO : Epoch 1770 | loss: 0.0311494 | val_loss: 0.0311883 | Time: 1485.51 ms
[2021-09-16 17:10:35 main:574] : INFO : Epoch 1771 | loss: 0.0311482 | val_loss: 0.0311827 | Time: 1484.41 ms
[2021-09-16 17:10:37 main:574] : INFO : Epoch 1772 | loss: 0.0311463 | val_loss: 0.0311835 | Time: 1502.74 ms
[2021-09-16 17:10:38 main:574] : INFO : Epoch 1773 | loss: 0.0311456 | val_loss: 0.0311803 | Time: 1512.61 ms
[2021-09-16 17:10:40 main:574] : INFO : Epoch 1774 | loss: 0.031144 | val_loss: 0.0311802 | Time: 1536.57 ms
[2021-09-16 17:10:42 main:574] : INFO : Epoch 1775 | loss: 0.0311463 | val_loss: 0.0311853 | Time: 1540.32 ms
[2021-09-16 17:10:43 main:574] : INFO : Epoch 1776 | loss: 0.0311504 | val_loss: 0.0311804 | Time: 1479.23 ms
[2021-09-16 17:10:45 main:574] : INFO : Epoch 1777 | loss: 0.0311483 | val_loss: 0.0311837 | Time: 1511.26 ms
[2021-09-16 17:10:46 main:574] : INFO : Epoch 1778 | loss: 0.0311467 | val_loss: 0.031179 | Time: 1536.19 ms
[2021-09-16 17:10:48 main:574] : INFO : Epoch 1779 | loss: 0.0311436 | val_loss: 0.0311841 | Time: 1578.28 ms
[2021-09-16 17:10:49 main:574] : INFO : Epoch 1780 | loss: 0.0311448 | val_loss: 0.031187 | Time: 1516.09 ms
[2021-09-16 17:10:51 main:574] : INFO : Epoch 1781 | loss: 0.0311478 | val_loss: 0.0311818 | Time: 1482.61 ms
[2021-09-16 17:10:52 main:574] : INFO : Epoch 1782 | loss: 0.031144 | val_loss: 0.0311799 | Time: 1514.16 ms
[2021-09-16 17:10:54 main:574] : INFO : Epoch 1783 | loss: 0.0311426 | val_loss: 0.0311829 | Time: 1534.94 ms
[2021-09-16 17:10:56 main:574] : INFO : Epoch 1784 | loss: 0.0311453 | val_loss: 0.0311838 | Time: 1536.66 ms
[2021-09-16 17:10:57 main:574] : INFO : Epoch 1785 | loss: 0.0311432 | val_loss: 0.0311856 | Time: 1486.16 ms
[2021-09-16 17:10:59 main:574] : INFO : Epoch 1786 | loss: 0.0311407 | val_loss: 0.0311863 | Time: 1509.63 ms
[2021-09-16 17:11:00 main:574] : INFO : Epoch 1787 | loss: 0.0311405 | val_loss: 0.0311835 | Time: 1556.39 ms
[2021-09-16 17:11:02 main:574] : INFO : Epoch 1788 | loss: 0.0311455 | val_loss: 0.0311803 | Time: 1528.95 ms
[2021-09-16 17:11:03 main:574] : INFO : Epoch 1789 | loss: 0.0311442 | val_loss: 0.0311811 | Time: 1499.92 ms
[2021-09-16 17:11:05 main:574] : INFO : Epoch 1790 | loss: 0.0311447 | val_loss: 0.0311816 | Time: 1478.93 ms
[2021-09-16 17:11:06 main:574] : INFO : Epoch 1791 | loss: 0.0311443 | val_loss: 0.0311848 | Time: 1506.35 ms
[2021-09-16 17:11:08 main:574] : INFO : Epoch 1792 | loss: 0.0311441 | val_loss: 0.0311819 | Time: 1545.81 ms
[2021-09-16 17:11:10 main:574] : INFO : Epoch 1793 | loss: 0.0311468 | val_loss: 0.0311845 | Time: 1518.67 ms
[2021-09-16 17:11:11 main:574] : INFO : Epoch 1794 | loss: 0.0311474 | val_loss: 0.0311861 | Time: 1488.91 ms
[2021-09-16 17:11:13 main:574] : INFO : Epoch 1795 | loss: 0.031146 | val_loss: 0.0311812 | Time: 1489.36 ms
[2021-09-16 17:11:14 main:574] : INFO : Epoch 1796 | loss: 0.0311428 | val_loss: 0.0311804 | Time: 1529.91 ms
[2021-09-16 17:11:16 main:574] : INFO : Epoch 1797 | loss: 0.0311419 | val_loss: 0.0311914 | Time: 1556.42 ms
[2021-09-16 17:11:17 main:574] : INFO : Epoch 1798 | loss: 0.0311437 | val_loss: 0.0311886 | Time: 1497.21 ms
[2021-09-16 17:11:19 main:574] : INFO : Epoch 1799 | loss: 0.0311416 | val_loss: 0.0311802 | Time: 1494.92 ms
[2021-09-16 17:11:21 main:574] : INFO : Epoch 1800 | loss: 0.0311459 | val_loss: 0.0311866 | Time: 1524.33 ms
[2021-09-16 17:11:22 main:574] : INFO : Epoch 1801 | loss: 0.0311423 | val_loss: 0.0311923 | Time: 1551.53 ms
[2021-09-16 17:11:24 main:574] : INFO : Epoch 1802 | loss: 0.0311413 | val_loss: 0.0311855 | Time: 1551.33 ms
[2021-09-16 17:11:25 main:574] : INFO : Epoch 1803 | loss: 0.0311408 | val_loss: 0.0311879 | Time: 1489.55 ms
[2021-09-16 17:11:27 main:574] : INFO : Epoch 1804 | loss: 0.0311447 | val_loss: 0.0311849 | Time: 1508.74 ms
[2021-09-16 17:11:29 main:574] : INFO : Epoch 1805 | loss: 0.0311476 | val_loss: 0.0311881 | Time: 1550.84 ms
[2021-09-16 17:11:30 main:574] : INFO : Epoch 1806 | loss: 0.0311468 | val_loss: 0.0311797 | Time: 1540.07 ms
[2021-09-16 17:11:32 main:574] : INFO : Epoch 1807 | loss: 0.0311458 | val_loss: 0.0311836 | Time: 1530.91 ms
[2021-09-16 17:11:33 main:574] : INFO : Epoch 1808 | loss: 0.031143 | val_loss: 0.0311896 | Time: 1502.23 ms
[2021-09-16 17:11:35 main:574] : INFO : Epoch 1809 | loss: 0.0311468 | val_loss: 0.0311822 | Time: 1522.56 ms
[2021-09-16 17:11:37 main:574] : INFO : Epoch 1810 | loss: 0.0311495 | val_loss: 0.0311927 | Time: 1549.85 ms
[2021-09-16 17:11:38 main:574] : INFO : Epoch 1811 | loss: 0.0311789 | val_loss: 0.0312215 | Time: 1550.04 ms
[2021-09-16 17:11:40 main:574] : INFO : Epoch 1812 | loss: 0.0311666 | val_loss: 0.0311924 | Time: 1534.15 ms
[2021-09-16 17:11:41 main:574] : INFO : Epoch 1813 | loss: 0.0311445 | val_loss: 0.0311849 | Time: 1495.18 ms
[2021-09-16 17:11:43 main:574] : INFO : Epoch 1814 | loss: 0.0311443 | val_loss: 0.0311954 | Time: 1537.83 ms
[2021-09-16 17:11:45 main:574] : INFO : Epoch 1815 | loss: 0.0311506 | val_loss: 0.0311906 | Time: 1548.58 ms
[2021-09-16 17:11:46 main:574] : INFO : Epoch 1816 | loss: 0.0311463 | val_loss: 0.0311866 | Time: 1537.51 ms
[2021-09-16 17:11:48 main:574] : INFO : Epoch 1817 | loss: 0.0311435 | val_loss: 0.031185 | Time: 1505.46 ms
[2021-09-16 17:11:49 main:574] : INFO : Epoch 1818 | loss: 0.0311439 | val_loss: 0.0311804 | Time: 1453.64 ms
[2021-09-16 17:11:51 main:574] : INFO : Epoch 1819 | loss: 0.0311397 | val_loss: 0.0311835 | Time: 1494.49 ms
[2021-09-16 17:11:53 main:574] : INFO : Epoch 1820 | loss: 0.0311394 | val_loss: 0.0311934 | Time: 1502.24 ms
[2021-09-16 17:11:54 main:574] : INFO : Epoch 1821 | loss: 0.0311464 | val_loss: 0.0311795 | Time: 1560.96 ms
[2021-09-16 17:11:56 main:574] : INFO : Epoch 1822 | loss: 0.0311434 | val_loss: 0.0311835 | Time: 1511.2 ms
[2021-09-16 17:11:58 main:574] : INFO : Epoch 1823 | loss: 0.031143 | val_loss: 0.0311851 | Time: 1479.29 ms
[2021-09-16 17:11:59 main:574] : INFO : Epoch 1824 | loss: 0.0311412 | val_loss: 0.0311873 | Time: 1503.82 ms
[2021-09-16 17:12:01 main:574] : INFO : Epoch 1825 | loss: 0.0311415 | val_loss: 0.0311843 | Time: 1531.35 ms
[2021-09-16 17:12:02 main:574] : INFO : Epoch 1826 | loss: 0.0311391 | val_loss: 0.0311841 | Time: 1551.6 ms
[2021-09-16 17:12:04 main:574] : INFO : Epoch 1827 | loss: 0.0311439 | val_loss: 0.0311839 | Time: 1494.06 ms
[2021-09-16 17:12:05 main:574] : INFO : Epoch 1828 | loss: 0.0311408 | val_loss: 0.0311848 | Time: 1483.13 ms
[2021-09-16 17:12:07 main:574] : INFO : Epoch 1829 | loss: 0.0311401 | val_loss: 0.0311821 | Time: 1523.52 ms
[2021-09-16 17:12:09 main:574] : INFO : Epoch 1830 | loss: 0.0311416 | val_loss: 0.0311841 | Time: 1541.48 ms
[2021-09-16 17:12:10 main:574] : INFO : Epoch 1831 | loss: 0.0311404 | val_loss: 0.031185 | Time: 1550.79 ms
[2021-09-16 17:12:12 main:574] : INFO : Epoch 1832 | loss: 0.0311399 | val_loss: 0.0311857 | Time: 1493.13 ms
[2021-09-16 17:12:13 main:574] : INFO : Epoch 1833 | loss: 0.03114 | val_loss: 0.0311824 | Time: 1487.21 ms
[2021-09-16 17:12:15 main:574] : INFO : Epoch 1834 | loss: 0.0311378 | val_loss: 0.0311927 | Time: 1520.07 ms
[2021-09-16 17:12:17 main:574] : INFO : Epoch 1835 | loss: 0.0311446 | val_loss: 0.0311806 | Time: 1542.76 ms
[2021-09-16 17:12:18 main:574] : INFO : Epoch 1836 | loss: 0.0311388 | val_loss: 0.0311861 | Time: 1499.88 ms
[2021-09-16 17:12:20 main:574] : INFO : Epoch 1837 | loss: 0.0311406 | val_loss: 0.0311843 | Time: 1493.22 ms
[2021-09-16 17:12:21 main:574] : INFO : Epoch 1838 | loss: 0.031143 | val_loss: 0.0311876 | Time: 1519.27 ms
[2021-09-16 17:12:23 main:574] : INFO : Epoch 1839 | loss: 0.0311418 | val_loss: 0.0311864 | Time: 1528.79 ms
[2021-09-16 17:12:24 main:574] : INFO : Epoch 1840 | loss: 0.0311395 | val_loss: 0.0311865 | Time: 1529.36 ms
[2021-09-16 17:12:26 main:574] : INFO : Epoch 1841 | loss: 0.0311409 | val_loss: 0.0311833 | Time: 1494.64 ms
[2021-09-16 17:12:27 main:574] : INFO : Epoch 1842 | loss: 0.0311413 | val_loss: 0.0311844 | Time: 1496.77 ms
[2021-09-16 17:12:29 main:574] : INFO : Epoch 1843 | loss: 0.0311399 | val_loss: 0.0311855 | Time: 1547.68 ms
[2021-09-16 17:12:31 main:574] : INFO : Epoch 1844 | loss: 0.0311402 | val_loss: 0.0311894 | Time: 1535.12 ms
[2021-09-16 17:12:32 main:574] : INFO : Epoch 1845 | loss: 0.0311367 | val_loss: 0.0311881 | Time: 1518.28 ms
[2021-09-16 17:12:34 main:574] : INFO : Epoch 1846 | loss: 0.0311395 | val_loss: 0.031184 | Time: 1496.67 ms
[2021-09-16 17:12:35 main:574] : INFO : Epoch 1847 | loss: 0.031141 | val_loss: 0.0311884 | Time: 1511.43 ms
[2021-09-16 17:12:37 main:574] : INFO : Epoch 1848 | loss: 0.0311402 | val_loss: 0.0311828 | Time: 1547.74 ms
[2021-09-16 17:12:39 main:574] : INFO : Epoch 1849 | loss: 0.0311422 | val_loss: 0.0311794 | Time: 1562.56 ms
[2021-09-16 17:12:40 main:574] : INFO : Epoch 1850 | loss: 0.0311424 | val_loss: 0.0311793 | Time: 1524.82 ms
[2021-09-16 17:12:42 main:574] : INFO : Epoch 1851 | loss: 0.0311404 | val_loss: 0.031185 | Time: 1584.32 ms
[2021-09-16 17:12:43 main:574] : INFO : Epoch 1852 | loss: 0.0311377 | val_loss: 0.0311851 | Time: 1540.46 ms
[2021-09-16 17:12:45 main:574] : INFO : Epoch 1853 | loss: 0.0311419 | val_loss: 0.0311879 | Time: 1534.4 ms
[2021-09-16 17:12:47 main:574] : INFO : Epoch 1854 | loss: 0.0311385 | val_loss: 0.0311839 | Time: 1595.98 ms
[2021-09-16 17:12:48 main:574] : INFO : Epoch 1855 | loss: 0.0311364 | val_loss: 0.0311871 | Time: 1521.47 ms
[2021-09-16 17:12:50 main:574] : INFO : Epoch 1856 | loss: 0.031154 | val_loss: 0.0311805 | Time: 1491.94 ms
[2021-09-16 17:12:51 main:574] : INFO : Epoch 1857 | loss: 0.0311473 | val_loss: 0.0311807 | Time: 1533.13 ms
[2021-09-16 17:12:53 main:574] : INFO : Epoch 1858 | loss: 0.0311423 | val_loss: 0.0311798 | Time: 1548.56 ms
[2021-09-16 17:12:55 main:574] : INFO : Epoch 1859 | loss: 0.0311433 | val_loss: 0.0311868 | Time: 1547.1 ms
[2021-09-16 17:12:56 main:574] : INFO : Epoch 1860 | loss: 0.0311378 | val_loss: 0.0311891 | Time: 1521.25 ms
[2021-09-16 17:12:58 main:574] : INFO : Epoch 1861 | loss: 0.0311419 | val_loss: 0.0311802 | Time: 1501.82 ms
[2021-09-16 17:12:59 main:574] : INFO : Epoch 1862 | loss: 0.0311448 | val_loss: 0.0311916 | Time: 1506.77 ms
[2021-09-16 17:13:01 main:574] : INFO : Epoch 1863 | loss: 0.0311395 | val_loss: 0.0311809 | Time: 1540.3 ms
[2021-09-16 17:13:03 main:574] : INFO : Epoch 1864 | loss: 0.0311362 | val_loss: 0.0311879 | Time: 1551.42 ms
[2021-09-16 17:13:04 main:574] : INFO : Epoch 1865 | loss: 0.031138 | val_loss: 0.0311823 | Time: 1486.56 ms
[2021-09-16 17:13:06 main:574] : INFO : Epoch 1866 | loss: 0.0311366 | val_loss: 0.0311827 | Time: 1499.02 ms
[2021-09-16 17:13:08 main:574] : INFO : Epoch 1867 | loss: 0.0311394 | val_loss: 0.0311872 | Time: 1517.73 ms
[2021-09-16 17:13:09 main:574] : INFO : Epoch 1868 | loss: 0.031141 | val_loss: 0.0311833 | Time: 1607.7 ms
[2021-09-16 17:13:11 main:574] : INFO : Epoch 1869 | loss: 0.0311405 | val_loss: 0.0311823 | Time: 1629.61 ms
[2021-09-16 17:13:13 main:574] : INFO : Epoch 1870 | loss: 0.0311386 | val_loss: 0.0311927 | Time: 1601.13 ms
[2021-09-16 17:13:15 main:574] : INFO : Epoch 1871 | loss: 0.0311358 | val_loss: 0.0311832 | Time: 1586.77 ms
[2021-09-16 17:13:16 main:574] : INFO : Epoch 1872 | loss: 0.0311328 | val_loss: 0.0311897 | Time: 1526.1 ms
[2021-09-16 17:13:18 main:574] : INFO : Epoch 1873 | loss: 0.0311327 | val_loss: 0.0311979 | Time: 1573.35 ms
[2021-09-16 17:13:20 main:574] : INFO : Epoch 1874 | loss: 0.0311394 | val_loss: 0.0311851 | Time: 1587.05 ms
[2021-09-16 17:13:22 main:574] : INFO : Epoch 1875 | loss: 0.0311416 | val_loss: 0.0311904 | Time: 1585.29 ms
[2021-09-16 17:13:23 main:574] : INFO : Epoch 1876 | loss: 0.031138 | val_loss: 0.0311884 | Time: 1599.25 ms
[2021-09-16 17:13:25 main:574] : INFO : Epoch 1877 | loss: 0.0311366 | val_loss: 0.0311883 | Time: 1591.96 ms
[2021-09-16 17:13:27 main:574] : INFO : Epoch 1878 | loss: 0.0311313 | val_loss: 0.031188 | Time: 1585.79 ms
[2021-09-16 17:13:28 main:574] : INFO : Epoch 1879 | loss: 0.0311332 | val_loss: 0.0311991 | Time: 1523.98 ms
[2021-09-16 17:13:30 main:574] : INFO : Epoch 1880 | loss: 0.0311317 | val_loss: 0.0311933 | Time: 1537.02 ms
[2021-09-16 17:13:32 main:574] : INFO : Epoch 1881 | loss: 0.0311357 | val_loss: 0.0311875 | Time: 1573.3 ms
[2021-09-16 17:13:33 main:574] : INFO : Epoch 1882 | loss: 0.0311353 | val_loss: 0.031186 | Time: 1573.17 ms
[2021-09-16 17:13:35 main:574] : INFO : Epoch 1883 | loss: 0.0311306 | val_loss: 0.0311891 | Time: 1590.34 ms
[2021-09-16 17:13:37 main:574] : INFO : Epoch 1884 | loss: 0.0311319 | val_loss: 0.0311884 | Time: 1536.16 ms
[2021-09-16 17:13:40 main:574] : INFO : Epoch 1885 | loss: 0.0311326 | val_loss: 0.0311864 | Time: 1504.92 ms
[2021-09-16 17:13:41 main:574] : INFO : Epoch 1886 | loss: 0.0311309 | val_loss: 0.0311956 | Time: 1526.75 ms
[2021-09-16 17:13:43 main:574] : INFO : Epoch 1887 | loss: 0.0311334 | val_loss: 0.0311963 | Time: 1543.96 ms
[2021-09-16 17:13:45 main:574] : INFO : Epoch 1888 | loss: 0.0311331 | val_loss: 0.0311898 | Time: 1542.73 ms
[2021-09-16 17:13:47 main:574] : INFO : Epoch 1889 | loss: 0.0311369 | val_loss: 0.0311906 | Time: 1527.37 ms
[2021-09-16 17:13:49 main:574] : INFO : Epoch 1890 | loss: 0.0311384 | val_loss: 0.031187 | Time: 1535.27 ms
[2021-09-16 17:13:51 main:574] : INFO : Epoch 1891 | loss: 0.0311353 | val_loss: 0.0311884 | Time: 1499.28 ms
[2021-09-16 17:13:52 main:574] : INFO : Epoch 1892 | loss: 0.0311361 | val_loss: 0.0311928 | Time: 1489.21 ms
[2021-09-16 17:13:54 main:574] : INFO : Epoch 1893 | loss: 0.0311472 | val_loss: 0.0311846 | Time: 1494.09 ms
[2021-09-16 17:13:56 main:574] : INFO : Epoch 1894 | loss: 0.0311528 | val_loss: 0.031178 | Time: 1556.42 ms
[2021-09-16 17:13:57 main:574] : INFO : Epoch 1895 | loss: 0.0311442 | val_loss: 0.0311917 | Time: 1526.83 ms
[2021-09-16 17:13:59 main:574] : INFO : Epoch 1896 | loss: 0.0311424 | val_loss: 0.0311835 | Time: 1523.61 ms
[2021-09-16 17:14:00 main:574] : INFO : Epoch 1897 | loss: 0.0311466 | val_loss: 0.0311867 | Time: 1493.74 ms
[2021-09-16 17:14:02 main:574] : INFO : Epoch 1898 | loss: 0.0311471 | val_loss: 0.0311847 | Time: 1532.49 ms
[2021-09-16 17:14:04 main:574] : INFO : Epoch 1899 | loss: 0.0311423 | val_loss: 0.0311854 | Time: 1533.66 ms
[2021-09-16 17:14:05 main:574] : INFO : Epoch 1900 | loss: 0.0311404 | val_loss: 0.0311805 | Time: 1528.12 ms
[2021-09-16 17:14:07 main:574] : INFO : Epoch 1901 | loss: 0.0311363 | val_loss: 0.0311926 | Time: 1477.49 ms
[2021-09-16 17:14:08 main:574] : INFO : Epoch 1902 | loss: 0.0311344 | val_loss: 0.0311916 | Time: 1534.24 ms
[2021-09-16 17:14:10 main:574] : INFO : Epoch 1903 | loss: 0.0311324 | val_loss: 0.0311945 | Time: 1558.68 ms
[2021-09-16 17:14:12 main:574] : INFO : Epoch 1904 | loss: 0.031134 | val_loss: 0.0312009 | Time: 1523.24 ms
[2021-09-16 17:14:13 main:574] : INFO : Epoch 1905 | loss: 0.0311342 | val_loss: 0.0311904 | Time: 1527.26 ms
[2021-09-16 17:14:15 main:574] : INFO : Epoch 1906 | loss: 0.0311297 | val_loss: 0.0311904 | Time: 1474.69 ms
[2021-09-16 17:14:16 main:574] : INFO : Epoch 1907 | loss: 0.031137 | val_loss: 0.0311793 | Time: 1519.41 ms
[2021-09-16 17:14:18 main:574] : INFO : Epoch 1908 | loss: 0.0311385 | val_loss: 0.031193 | Time: 1527.96 ms
[2021-09-16 17:14:19 main:574] : INFO : Epoch 1909 | loss: 0.0311338 | val_loss: 0.0311894 | Time: 1528.77 ms
[2021-09-16 17:14:21 main:574] : INFO : Epoch 1910 | loss: 0.0311315 | val_loss: 0.0311901 | Time: 1491.15 ms
[2021-09-16 17:14:22 main:574] : INFO : Epoch 1911 | loss: 0.0311278 | val_loss: 0.0311937 | Time: 1485.6 ms
[2021-09-16 17:14:24 main:574] : INFO : Epoch 1912 | loss: 0.0311312 | val_loss: 0.0311919 | Time: 1529.45 ms
[2021-09-16 17:14:26 main:574] : INFO : Epoch 1913 | loss: 0.0311288 | val_loss: 0.0311945 | Time: 1560.3 ms
[2021-09-16 17:14:27 main:574] : INFO : Epoch 1914 | loss: 0.0311309 | val_loss: 0.0311896 | Time: 1501.41 ms
[2021-09-16 17:14:29 main:574] : INFO : Epoch 1915 | loss: 0.0311336 | val_loss: 0.0311966 | Time: 1539.58 ms
[2021-09-16 17:14:30 main:574] : INFO : Epoch 1916 | loss: 0.0311364 | val_loss: 0.0311918 | Time: 1505.85 ms
[2021-09-16 17:14:32 main:574] : INFO : Epoch 1917 | loss: 0.0311303 | val_loss: 0.0311981 | Time: 1525.89 ms
[2021-09-16 17:14:33 main:574] : INFO : Epoch 1918 | loss: 0.0311317 | val_loss: 0.0311903 | Time: 1519.59 ms
[2021-09-16 17:14:35 main:574] : INFO : Epoch 1919 | loss: 0.031132 | val_loss: 0.0311923 | Time: 1474.45 ms
[2021-09-16 17:14:36 main:574] : INFO : Epoch 1920 | loss: 0.0311311 | val_loss: 0.0311908 | Time: 1540.89 ms
[2021-09-16 17:14:38 main:574] : INFO : Epoch 1921 | loss: 0.0311318 | val_loss: 0.0311877 | Time: 1537.86 ms
[2021-09-16 17:14:40 main:574] : INFO : Epoch 1922 | loss: 0.03113 | val_loss: 0.031192 | Time: 1537.8 ms
[2021-09-16 17:14:41 main:574] : INFO : Epoch 1923 | loss: 0.0311306 | val_loss: 0.0311966 | Time: 1523.79 ms
[2021-09-16 17:14:43 main:574] : INFO : Epoch 1924 | loss: 0.0311296 | val_loss: 0.0311907 | Time: 1473.27 ms
[2021-09-16 17:14:44 main:574] : INFO : Epoch 1925 | loss: 0.0311312 | val_loss: 0.0312078 | Time: 1489.88 ms
[2021-09-16 17:14:46 main:574] : INFO : Epoch 1926 | loss: 0.0311339 | val_loss: 0.0311967 | Time: 1543.29 ms
[2021-09-16 17:14:48 main:574] : INFO : Epoch 1927 | loss: 0.0311347 | val_loss: 0.0311958 | Time: 1530.74 ms
[2021-09-16 17:14:49 main:574] : INFO : Epoch 1928 | loss: 0.0311338 | val_loss: 0.031202 | Time: 1508.42 ms
[2021-09-16 17:14:51 main:574] : INFO : Epoch 1929 | loss: 0.0311331 | val_loss: 0.0311936 | Time: 1505.98 ms
[2021-09-16 17:14:52 main:574] : INFO : Epoch 1930 | loss: 0.0311375 | val_loss: 0.0311872 | Time: 1522.83 ms
[2021-09-16 17:14:54 main:574] : INFO : Epoch 1931 | loss: 0.0311429 | val_loss: 0.0311825 | Time: 1552.52 ms
[2021-09-16 17:14:56 main:574] : INFO : Epoch 1932 | loss: 0.0311352 | val_loss: 0.0311935 | Time: 1536.9 ms
[2021-09-16 17:14:57 main:574] : INFO : Epoch 1933 | loss: 0.0311284 | val_loss: 0.0311926 | Time: 1470.65 ms
[2021-09-16 17:14:59 main:574] : INFO : Epoch 1934 | loss: 0.0311296 | val_loss: 0.0311914 | Time: 1509.04 ms
[2021-09-16 17:15:00 main:574] : INFO : Epoch 1935 | loss: 0.0311297 | val_loss: 0.0311931 | Time: 1579.51 ms
[2021-09-16 17:15:02 main:574] : INFO : Epoch 1936 | loss: 0.0311311 | val_loss: 0.0311918 | Time: 1561.27 ms
[2021-09-16 17:15:03 main:574] : INFO : Epoch 1937 | loss: 0.0311242 | val_loss: 0.0312089 | Time: 1495.79 ms
[2021-09-16 17:15:05 main:574] : INFO : Epoch 1938 | loss: 0.0311271 | val_loss: 0.0312032 | Time: 1475 ms
[2021-09-16 17:15:07 main:574] : INFO : Epoch 1939 | loss: 0.0311259 | val_loss: 0.0312021 | Time: 1537.88 ms
[2021-09-16 17:15:08 main:574] : INFO : Epoch 1940 | loss: 0.0311299 | val_loss: 0.031198 | Time: 1542.72 ms
[2021-09-16 17:15:10 main:574] : INFO : Epoch 1941 | loss: 0.031133 | val_loss: 0.0311942 | Time: 1543.88 ms
[2021-09-16 17:15:11 main:574] : INFO : Epoch 1942 | loss: 0.0311316 | val_loss: 0.031196 | Time: 1490.83 ms
[2021-09-16 17:15:13 main:574] : INFO : Epoch 1943 | loss: 0.0311327 | val_loss: 0.0311982 | Time: 1519.44 ms
[2021-09-16 17:15:15 main:574] : INFO : Epoch 1944 | loss: 0.0311317 | val_loss: 0.0311856 | Time: 1513.2 ms
[2021-09-16 17:15:16 main:574] : INFO : Epoch 1945 | loss: 0.0311289 | val_loss: 0.0312041 | Time: 1556.15 ms
[2021-09-16 17:15:18 main:574] : INFO : Epoch 1946 | loss: 0.0311296 | val_loss: 0.0311947 | Time: 1538.98 ms
[2021-09-16 17:15:19 main:574] : INFO : Epoch 1947 | loss: 0.0311278 | val_loss: 0.0311911 | Time: 1493.74 ms
[2021-09-16 17:15:21 main:574] : INFO : Epoch 1948 | loss: 0.0311273 | val_loss: 0.0311985 | Time: 1503.87 ms
[2021-09-16 17:15:22 main:574] : INFO : Epoch 1949 | loss: 0.03113 | val_loss: 0.0312006 | Time: 1533.61 ms
[2021-09-16 17:15:24 main:574] : INFO : Epoch 1950 | loss: 0.031127 | val_loss: 0.0311927 | Time: 1536.73 ms
[2021-09-16 17:15:26 main:574] : INFO : Epoch 1951 | loss: 0.0311279 | val_loss: 0.0311963 | Time: 1521.85 ms
[2021-09-16 17:15:27 main:574] : INFO : Epoch 1952 | loss: 0.0311255 | val_loss: 0.0311983 | Time: 1478.85 ms
[2021-09-16 17:15:29 main:574] : INFO : Epoch 1953 | loss: 0.0311275 | val_loss: 0.0311965 | Time: 1531.71 ms
[2021-09-16 17:15:30 main:574] : INFO : Epoch 1954 | loss: 0.0311293 | val_loss: 0.0311955 | Time: 1586.95 ms
[2021-09-16 17:15:32 main:574] : INFO : Epoch 1955 | loss: 0.0311249 | val_loss: 0.0311903 | Time: 1524.11 ms
[2021-09-16 17:15:34 main:574] : INFO : Epoch 1956 | loss: 0.0311251 | val_loss: 0.0311951 | Time: 1484.77 ms
[2021-09-16 17:15:35 main:574] : INFO : Epoch 1957 | loss: 0.031138 | val_loss: 0.0311864 | Time: 1494.71 ms
[2021-09-16 17:15:37 main:574] : INFO : Epoch 1958 | loss: 0.0311421 | val_loss: 0.0311897 | Time: 1539.47 ms
[2021-09-16 17:15:38 main:574] : INFO : Epoch 1959 | loss: 0.0311315 | val_loss: 0.0312024 | Time: 1560.67 ms
[2021-09-16 17:15:40 main:574] : INFO : Epoch 1960 | loss: 0.0311327 | val_loss: 0.0311992 | Time: 1549.22 ms
[2021-09-16 17:15:43 main:574] : INFO : Epoch 1961 | loss: 0.0311294 | val_loss: 0.0311953 | Time: 1495.72 ms
[2021-09-16 17:15:44 main:574] : INFO : Epoch 1962 | loss: 0.031131 | val_loss: 0.0312003 | Time: 1532.96 ms
[2021-09-16 17:15:46 main:574] : INFO : Epoch 1963 | loss: 0.0311271 | val_loss: 0.0311999 | Time: 1556.99 ms
[2021-09-16 17:15:48 main:574] : INFO : Epoch 1964 | loss: 0.0311252 | val_loss: 0.0311936 | Time: 1475.52 ms
[2021-09-16 17:15:49 main:574] : INFO : Epoch 1965 | loss: 0.031127 | val_loss: 0.0312026 | Time: 1496.24 ms
[2021-09-16 17:15:51 main:574] : INFO : Epoch 1966 | loss: 0.0311258 | val_loss: 0.0312061 | Time: 1553.13 ms
[2021-09-16 17:15:52 main:574] : INFO : Epoch 1967 | loss: 0.0311251 | val_loss: 0.0311988 | Time: 1538.71 ms
[2021-09-16 17:15:54 main:574] : INFO : Epoch 1968 | loss: 0.0311257 | val_loss: 0.0312004 | Time: 1492.18 ms
[2021-09-16 17:15:55 main:574] : INFO : Epoch 1969 | loss: 0.0311225 | val_loss: 0.0311973 | Time: 1470.42 ms
[2021-09-16 17:15:57 main:574] : INFO : Epoch 1970 | loss: 0.031126 | val_loss: 0.0311987 | Time: 1520.89 ms
[2021-09-16 17:15:58 main:574] : INFO : Epoch 1971 | loss: 0.0311297 | val_loss: 0.0311917 | Time: 1556.64 ms
[2021-09-16 17:16:00 main:574] : INFO : Epoch 1972 | loss: 0.0311262 | val_loss: 0.0312052 | Time: 1514.88 ms
[2021-09-16 17:16:02 main:574] : INFO : Epoch 1973 | loss: 0.0311244 | val_loss: 0.0312012 | Time: 1493.97 ms
[2021-09-16 17:16:03 main:574] : INFO : Epoch 1974 | loss: 0.0311229 | val_loss: 0.0311994 | Time: 1499.13 ms
[2021-09-16 17:16:05 main:574] : INFO : Epoch 1975 | loss: 0.0311279 | val_loss: 0.0311914 | Time: 1547.01 ms
[2021-09-16 17:16:06 main:574] : INFO : Epoch 1976 | loss: 0.0311311 | val_loss: 0.0311977 | Time: 1549.8 ms
[2021-09-16 17:16:08 main:574] : INFO : Epoch 1977 | loss: 0.03113 | val_loss: 0.0311907 | Time: 1521.73 ms
[2021-09-16 17:16:10 main:574] : INFO : Epoch 1978 | loss: 0.0311272 | val_loss: 0.0312065 | Time: 1474.59 ms
[2021-09-16 17:16:11 main:574] : INFO : Epoch 1979 | loss: 0.0311236 | val_loss: 0.0311968 | Time: 1523.71 ms
[2021-09-16 17:16:13 main:574] : INFO : Epoch 1980 | loss: 0.0311237 | val_loss: 0.0311948 | Time: 1543.83 ms
[2021-09-16 17:16:14 main:574] : INFO : Epoch 1981 | loss: 0.0311212 | val_loss: 0.0311945 | Time: 1543.9 ms
[2021-09-16 17:16:16 main:574] : INFO : Epoch 1982 | loss: 0.0311227 | val_loss: 0.0312027 | Time: 1498.29 ms
[2021-09-16 17:16:17 main:574] : INFO : Epoch 1983 | loss: 0.0311214 | val_loss: 0.0312016 | Time: 1494.53 ms
[2021-09-16 17:16:19 main:574] : INFO : Epoch 1984 | loss: 0.0311251 | val_loss: 0.0311951 | Time: 1533.1 ms
[2021-09-16 17:16:21 main:574] : INFO : Epoch 1985 | loss: 0.0311294 | val_loss: 0.0311907 | Time: 1539.89 ms
[2021-09-16 17:16:22 main:574] : INFO : Epoch 1986 | loss: 0.0311396 | val_loss: 0.0311921 | Time: 1539.61 ms
[2021-09-16 17:16:24 main:574] : INFO : Epoch 1987 | loss: 0.0311291 | val_loss: 0.0311936 | Time: 1490.45 ms
[2021-09-16 17:16:25 main:574] : INFO : Epoch 1988 | loss: 0.0311267 | val_loss: 0.0311977 | Time: 1495.47 ms
[2021-09-16 17:16:27 main:574] : INFO : Epoch 1989 | loss: 0.0311285 | val_loss: 0.0311967 | Time: 1525.02 ms
[2021-09-16 17:16:29 main:574] : INFO : Epoch 1990 | loss: 0.0311264 | val_loss: 0.0311933 | Time: 1583.31 ms
[2021-09-16 17:16:30 main:574] : INFO : Epoch 1991 | loss: 0.0311242 | val_loss: 0.0312082 | Time: 1489.01 ms
[2021-09-16 17:16:32 main:574] : INFO : Epoch 1992 | loss: 0.0311244 | val_loss: 0.0312031 | Time: 1508 ms
[2021-09-16 17:16:33 main:574] : INFO : Epoch 1993 | loss: 0.0311289 | val_loss: 0.031203 | Time: 1541.64 ms
[2021-09-16 17:16:35 main:574] : INFO : Epoch 1994 | loss: 0.0311331 | val_loss: 0.031195 | Time: 1560.95 ms
[2021-09-16 17:16:36 main:574] : INFO : Epoch 1995 | loss: 0.0311271 | val_loss: 0.0311935 | Time: 1523.2 ms
[2021-09-16 17:16:38 main:574] : INFO : Epoch 1996 | loss: 0.0311309 | val_loss: 0.0311927 | Time: 1499.16 ms
[2021-09-16 17:16:40 main:574] : INFO : Epoch 1997 | loss: 0.0311257 | val_loss: 0.0311973 | Time: 1499.76 ms
[2021-09-16 17:16:41 main:574] : INFO : Epoch 1998 | loss: 0.0311237 | val_loss: 0.0312046 | Time: 1518.92 ms
[2021-09-16 17:16:43 main:574] : INFO : Epoch 1999 | loss: 0.0311235 | val_loss: 0.0312015 | Time: 1540.49 ms
[2021-09-16 17:16:44 main:574] : INFO : Epoch 2000 | loss: 0.0311235 | val_loss: 0.0312071 | Time: 1496.02 ms
[2021-09-16 17:16:46 main:574] : INFO : Epoch 2001 | loss: 0.03112 | val_loss: 0.031205 | Time: 1541.86 ms
[2021-09-16 17:16:47 main:574] : INFO : Epoch 2002 | loss: 0.0311194 | val_loss: 0.0312079 | Time: 1494.82 ms
[2021-09-16 17:16:49 main:574] : INFO : Epoch 2003 | loss: 0.031124 | val_loss: 0.0311955 | Time: 1550.85 ms
[2021-09-16 17:16:51 main:574] : INFO : Epoch 2004 | loss: 0.0311284 | val_loss: 0.0311938 | Time: 1517.17 ms
[2021-09-16 17:16:52 main:574] : INFO : Epoch 2005 | loss: 0.0311305 | val_loss: 0.0311955 | Time: 1468.33 ms
[2021-09-16 17:16:54 main:574] : INFO : Epoch 2006 | loss: 0.0311213 | val_loss: 0.0312011 | Time: 1522.91 ms
[2021-09-16 17:16:55 main:574] : INFO : Epoch 2007 | loss: 0.0311215 | val_loss: 0.0311911 | Time: 1540.21 ms
[2021-09-16 17:16:57 main:574] : INFO : Epoch 2008 | loss: 0.031123 | val_loss: 0.0312041 | Time: 1547 ms
[2021-09-16 17:16:58 main:574] : INFO : Epoch 2009 | loss: 0.0311246 | val_loss: 0.0312058 | Time: 1509 ms
[2021-09-16 17:17:00 main:574] : INFO : Epoch 2010 | loss: 0.0311166 | val_loss: 0.031209 | Time: 1464.81 ms
[2021-09-16 17:17:01 main:574] : INFO : Epoch 2011 | loss: 0.0311236 | val_loss: 0.031206 | Time: 1513.06 ms
[2021-09-16 17:17:03 main:574] : INFO : Epoch 2012 | loss: 0.0311257 | val_loss: 0.0311974 | Time: 1552.79 ms
[2021-09-16 17:17:05 main:574] : INFO : Epoch 2013 | loss: 0.0311209 | val_loss: 0.031206 | Time: 1558.18 ms
[2021-09-16 17:17:06 main:574] : INFO : Epoch 2014 | loss: 0.0311213 | val_loss: 0.0311909 | Time: 1523.63 ms
[2021-09-16 17:17:08 main:574] : INFO : Epoch 2015 | loss: 0.0311211 | val_loss: 0.0312047 | Time: 1478.48 ms
[2021-09-16 17:17:10 main:574] : INFO : Epoch 2016 | loss: 0.0311264 | val_loss: 0.0311982 | Time: 1513.48 ms
[2021-09-16 17:17:11 main:574] : INFO : Epoch 2017 | loss: 0.0311295 | val_loss: 0.0312018 | Time: 1573.82 ms
[2021-09-16 17:17:13 main:574] : INFO : Epoch 2018 | loss: 0.0311392 | val_loss: 0.0311964 | Time: 1527.04 ms
[2021-09-16 17:17:14 main:574] : INFO : Epoch 2019 | loss: 0.0311274 | val_loss: 0.0311998 | Time: 1517.62 ms
[2021-09-16 17:17:16 main:574] : INFO : Epoch 2020 | loss: 0.0311267 | val_loss: 0.0312056 | Time: 1480.4 ms
[2021-09-16 17:17:17 main:574] : INFO : Epoch 2021 | loss: 0.0311322 | val_loss: 0.0312017 | Time: 1554.24 ms
[2021-09-16 17:17:19 main:574] : INFO : Epoch 2022 | loss: 0.0311303 | val_loss: 0.0312172 | Time: 1538.34 ms
[2021-09-16 17:17:21 main:574] : INFO : Epoch 2023 | loss: 0.0311219 | val_loss: 0.0312004 | Time: 1526.51 ms
[2021-09-16 17:17:22 main:574] : INFO : Epoch 2024 | loss: 0.0311247 | val_loss: 0.0311953 | Time: 1492.28 ms
[2021-09-16 17:17:24 main:574] : INFO : Epoch 2025 | loss: 0.0311219 | val_loss: 0.0311933 | Time: 1514.44 ms
[2021-09-16 17:17:25 main:574] : INFO : Epoch 2026 | loss: 0.0311275 | val_loss: 0.031191 | Time: 1526.83 ms
[2021-09-16 17:17:27 main:574] : INFO : Epoch 2027 | loss: 0.0311261 | val_loss: 0.0312016 | Time: 1535.35 ms
[2021-09-16 17:17:28 main:574] : INFO : Epoch 2028 | loss: 0.031126 | val_loss: 0.0312045 | Time: 1512.34 ms
[2021-09-16 17:17:30 main:574] : INFO : Epoch 2029 | loss: 0.0311219 | val_loss: 0.0311941 | Time: 1506.31 ms
[2021-09-16 17:17:32 main:574] : INFO : Epoch 2030 | loss: 0.0311193 | val_loss: 0.0311911 | Time: 1548.82 ms
[2021-09-16 17:17:33 main:574] : INFO : Epoch 2031 | loss: 0.0311233 | val_loss: 0.0312039 | Time: 1543.74 ms
[2021-09-16 17:17:35 main:574] : INFO : Epoch 2032 | loss: 0.0311238 | val_loss: 0.0312066 | Time: 1500.74 ms
[2021-09-16 17:17:36 main:574] : INFO : Epoch 2033 | loss: 0.0311222 | val_loss: 0.0311946 | Time: 1491.65 ms
[2021-09-16 17:17:38 main:574] : INFO : Epoch 2034 | loss: 0.0311204 | val_loss: 0.0311934 | Time: 1529.52 ms
[2021-09-16 17:17:39 main:574] : INFO : Epoch 2035 | loss: 0.0311249 | val_loss: 0.0312048 | Time: 1524.24 ms
[2021-09-16 17:17:41 main:574] : INFO : Epoch 2036 | loss: 0.0311304 | val_loss: 0.0311935 | Time: 1561.02 ms
[2021-09-16 17:17:43 main:574] : INFO : Epoch 2037 | loss: 0.0311249 | val_loss: 0.0312013 | Time: 1498.01 ms
[2021-09-16 17:17:44 main:574] : INFO : Epoch 2038 | loss: 0.0311202 | val_loss: 0.0312001 | Time: 1515.8 ms
[2021-09-16 17:17:46 main:574] : INFO : Epoch 2039 | loss: 0.0311201 | val_loss: 0.0311996 | Time: 1517.85 ms
[2021-09-16 17:17:47 main:574] : INFO : Epoch 2040 | loss: 0.031121 | val_loss: 0.0312102 | Time: 1553.79 ms
[2021-09-16 17:17:49 main:574] : INFO : Epoch 2041 | loss: 0.0311256 | val_loss: 0.0311986 | Time: 1539.46 ms
[2021-09-16 17:17:50 main:574] : INFO : Epoch 2042 | loss: 0.0311327 | val_loss: 0.0312015 | Time: 1473.41 ms
[2021-09-16 17:17:52 main:574] : INFO : Epoch 2043 | loss: 0.0311219 | val_loss: 0.0311883 | Time: 1577.81 ms
[2021-09-16 17:17:54 main:574] : INFO : Epoch 2044 | loss: 0.0311198 | val_loss: 0.0312006 | Time: 1539.29 ms
[2021-09-16 17:17:55 main:574] : INFO : Epoch 2045 | loss: 0.0311175 | val_loss: 0.0311998 | Time: 1534.11 ms
[2021-09-16 17:17:57 main:574] : INFO : Epoch 2046 | loss: 0.0311172 | val_loss: 0.0311947 | Time: 1486.59 ms
[2021-09-16 17:17:58 main:574] : INFO : Epoch 2047 | loss: 0.0311168 | val_loss: 0.0312026 | Time: 1500.89 ms
[2021-09-16 17:18:00 main:574] : INFO : Epoch 2048 | loss: 0.0311198 | val_loss: 0.0311998 | Time: 1525.33 ms
[2021-09-16 17:18:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311998
[2021-09-16 17:18:01 main:603] : INFO : Saving end state to config to file
[2021-09-16 17:18:01 main:608] : INFO : Success, exiting..
17:18:01 (18380): 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)