Task 10172479
| Name | ParityModified-1638636606-24619-3-0_0 |
| Workunit | 7539665 |
| Created | 25 Dec 2021, 8:35:16 UTC |
| Sent | 11 Jan 2022, 11:49:57 UTC |
| Report deadline | 19 Jan 2022, 11:49:57 UTC |
| Received | 12 Jan 2022, 2:52:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16815 |
| Run time | 1 hours 40 min 31 sec |
| CPU time | 1 hours 40 min 17 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 17,976.49 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.81 GB |
| Peak swap size | 4.70 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311909 | val_loss: 0.0311851 | Time: 1584.6 ms
[2022-01-11 20:37:47 main:574] : INFO : Epoch 1543 | loss: 0.0311859 | val_loss: 0.0311801 | Time: 1547.52 ms
[2022-01-11 20:37:49 main:574] : INFO : Epoch 1544 | loss: 0.0311823 | val_loss: 0.0311794 | Time: 1528.17 ms
[2022-01-11 20:37:50 main:574] : INFO : Epoch 1545 | loss: 0.0311851 | val_loss: 0.0311815 | Time: 1558.6 ms
[2022-01-11 20:37:52 main:574] : INFO : Epoch 1546 | loss: 0.0311842 | val_loss: 0.0311826 | Time: 1556.15 ms
[2022-01-11 20:37:53 main:574] : INFO : Epoch 1547 | loss: 0.0311903 | val_loss: 0.0311963 | Time: 1560.42 ms
[2022-01-11 20:37:55 main:574] : INFO : Epoch 1548 | loss: 0.0311858 | val_loss: 0.0311794 | Time: 1578.19 ms
[2022-01-11 20:37:57 main:574] : INFO : Epoch 1549 | loss: 0.0311817 | val_loss: 0.0311804 | Time: 1530.88 ms
[2022-01-11 20:37:58 main:574] : INFO : Epoch 1550 | loss: 0.0311817 | val_loss: 0.0311792 | Time: 1580.29 ms
[2022-01-11 20:38:00 main:574] : INFO : Epoch 1551 | loss: 0.0311789 | val_loss: 0.0311809 | Time: 1566.93 ms
[2022-01-11 20:38:01 main:574] : INFO : Epoch 1552 | loss: 0.0311779 | val_loss: 0.0311792 | Time: 1559.33 ms
[2022-01-11 20:38:03 main:574] : INFO : Epoch 1553 | loss: 0.0311808 | val_loss: 0.0311837 | Time: 1616.8 ms
[2022-01-11 20:38:04 main:574] : INFO : Epoch 1554 | loss: 0.0311825 | val_loss: 0.031183 | Time: 1526.13 ms
[2022-01-11 20:38:06 main:574] : INFO : Epoch 1555 | loss: 0.0311857 | val_loss: 0.0312032 | Time: 1540.52 ms
[2022-01-11 20:38:07 main:574] : INFO : Epoch 1556 | loss: 0.0311897 | val_loss: 0.0311812 | Time: 1531.01 ms
[2022-01-11 20:38:09 main:574] : INFO : Epoch 1557 | loss: 0.031181 | val_loss: 0.0311792 | Time: 1595.25 ms
[2022-01-11 20:38:11 main:574] : INFO : Epoch 1558 | loss: 0.0311826 | val_loss: 0.0311843 | Time: 1560.67 ms
[2022-01-11 20:38:12 main:574] : INFO : Epoch 1559 | loss: 0.0311806 | val_loss: 0.0311792 | Time: 1577.8 ms
[2022-01-11 20:38:14 main:574] : INFO : Epoch 1560 | loss: 0.0311861 | val_loss: 0.0311787 | Time: 1593.3 ms
[2022-01-11 20:38:15 main:574] : INFO : Epoch 1561 | loss: 0.0311841 | val_loss: 0.0311795 | Time: 1603.47 ms
[2022-01-11 20:38:17 main:574] : INFO : Epoch 1562 | loss: 0.0311816 | val_loss: 0.0311898 | Time: 1593.83 ms
[2022-01-11 20:38:19 main:574] : INFO : Epoch 1563 | loss: 0.0311902 | val_loss: 0.031197 | Time: 1544.85 ms
[2022-01-11 20:38:20 main:574] : INFO : Epoch 1564 | loss: 0.0311881 | val_loss: 0.0311851 | Time: 1529.07 ms
[2022-01-11 20:38:22 main:574] : INFO : Epoch 1565 | loss: 0.0311832 | val_loss: 0.0311827 | Time: 1501.88 ms
[2022-01-11 20:38:23 main:574] : INFO : Epoch 1566 | loss: 0.031179 | val_loss: 0.0311802 | Time: 1559.18 ms
[2022-01-11 20:38:25 main:574] : INFO : Epoch 1567 | loss: 0.0311785 | val_loss: 0.0311799 | Time: 1585.62 ms
[2022-01-11 20:38:26 main:574] : INFO : Epoch 1568 | loss: 0.0311797 | val_loss: 0.0311811 | Time: 1569.9 ms
[2022-01-11 20:38:28 main:574] : INFO : Epoch 1569 | loss: 0.0311828 | val_loss: 0.0311859 | Time: 1584.03 ms
[2022-01-11 20:38:29 main:574] : INFO : Epoch 1570 | loss: 0.0311807 | val_loss: 0.0311799 | Time: 1569.93 ms
[2022-01-11 20:38:31 main:574] : INFO : Epoch 1571 | loss: 0.0311798 | val_loss: 0.0311929 | Time: 1596.02 ms
[2022-01-11 20:38:33 main:574] : INFO : Epoch 1572 | loss: 0.0311858 | val_loss: 0.0311801 | Time: 1547.35 ms
[2022-01-11 20:38:34 main:574] : INFO : Epoch 1573 | loss: 0.0311808 | val_loss: 0.0311874 | Time: 1576.08 ms
[2022-01-11 20:38:36 main:574] : INFO : Epoch 1574 | loss: 0.0311803 | val_loss: 0.0311798 | Time: 1544.14 ms
[2022-01-11 20:38:37 main:574] : INFO : Epoch 1575 | loss: 0.0311829 | val_loss: 0.0311865 | Time: 1587.24 ms
[2022-01-11 20:38:39 main:574] : INFO : Epoch 1576 | loss: 0.0311815 | val_loss: 0.0311789 | Time: 1572.39 ms
[2022-01-11 20:38:40 main:574] : INFO : Epoch 1577 | loss: 0.0311795 | val_loss: 0.0311903 | Time: 1544.62 ms
[2022-01-11 20:38:42 main:574] : INFO : Epoch 1578 | loss: 0.0311833 | val_loss: 0.031181 | Time: 1573.08 ms
[2022-01-11 20:38:44 main:574] : INFO : Epoch 1579 | loss: 0.031184 | val_loss: 0.0311798 | Time: 1573.63 ms
[2022-01-11 20:38:45 main:574] : INFO : Epoch 1580 | loss: 0.0311837 | val_loss: 0.0311794 | Time: 1558.58 ms
[2022-01-11 20:38:47 main:574] : INFO : Epoch 1581 | loss: 0.031184 | val_loss: 0.0311994 | Time: 1557.27 ms
[2022-01-11 20:38:48 main:574] : INFO : Epoch 1582 | loss: 0.0311873 | val_loss: 0.0311851 | Time: 1599.12 ms
[2022-01-11 20:38:50 main:574] : INFO : Epoch 1583 | loss: 0.0311931 | val_loss: 0.0311982 | Time: 1540.77 ms
[2022-01-11 20:38:51 main:574] : INFO : Epoch 1584 | loss: 0.0311871 | val_loss: 0.0311979 | Time: 1566.69 ms
[2022-01-11 20:38:53 main:574] : INFO : Epoch 1585 | loss: 0.0311836 | val_loss: 0.0311802 | Time: 1531.9 ms
[2022-01-11 20:38:55 main:574] : INFO : Epoch 1586 | loss: 0.0311809 | val_loss: 0.0311815 | Time: 1590.62 ms
[2022-01-11 20:38:56 main:574] : INFO : Epoch 1587 | loss: 0.0311789 | val_loss: 0.0311795 | Time: 1586.93 ms
[2022-01-11 20:38:58 main:574] : INFO : Epoch 1588 | loss: 0.0311787 | val_loss: 0.031182 | Time: 1527.95 ms
[2022-01-11 20:38:59 main:574] : INFO : Epoch 1589 | loss: 0.0311796 | val_loss: 0.0311869 | Time: 1566.42 ms
[2022-01-11 20:39:01 main:574] : INFO : Epoch 1590 | loss: 0.0311815 | val_loss: 0.0311788 | Time: 1575.47 ms
[2022-01-11 20:39:02 main:574] : INFO : Epoch 1591 | loss: 0.0311804 | val_loss: 0.0311788 | Time: 1603.61 ms
[2022-01-11 20:39:04 main:574] : INFO : Epoch 1592 | loss: 0.0311817 | val_loss: 0.0311946 | Time: 1556.19 ms
[2022-01-11 20:39:06 main:574] : INFO : Epoch 1593 | loss: 0.0311871 | val_loss: 0.0311859 | Time: 1533.36 ms
[2022-01-11 20:39:07 main:574] : INFO : Epoch 1594 | loss: 0.0311825 | val_loss: 0.0311822 | Time: 1513.83 ms
[2022-01-11 20:39:09 main:574] : INFO : Epoch 1595 | loss: 0.0311806 | val_loss: 0.0311792 | Time: 1497.61 ms
[2022-01-11 20:39:10 main:574] : INFO : Epoch 1596 | loss: 0.0311791 | val_loss: 0.0311787 | Time: 1561.17 ms
[2022-01-11 20:39:12 main:574] : INFO : Epoch 1597 | loss: 0.031179 | val_loss: 0.0311791 | Time: 1588.74 ms
[2022-01-11 20:39:13 main:574] : INFO : Epoch 1598 | loss: 0.0311817 | val_loss: 0.0311809 | Time: 1583.94 ms
[2022-01-11 20:39:15 main:574] : INFO : Epoch 1599 | loss: 0.0311779 | val_loss: 0.031181 | Time: 1635.89 ms
[2022-01-11 20:39:17 main:574] : INFO : Epoch 1600 | loss: 0.0311776 | val_loss: 0.0311781 | Time: 1591.32 ms
[2022-01-11 20:39:18 main:574] : INFO : Epoch 1601 | loss: 0.0311802 | val_loss: 0.0311788 | Time: 1593.95 ms
[2022-01-11 20:39:20 main:574] : INFO : Epoch 1602 | loss: 0.0311802 | val_loss: 0.0311808 | Time: 1586.8 ms
[2022-01-11 20:39:21 main:574] : INFO : Epoch 1603 | loss: 0.0311811 | val_loss: 0.0311802 | Time: 1600.22 ms
[2022-01-11 20:39:23 main:574] : INFO : Epoch 1604 | loss: 0.031189 | val_loss: 0.0311838 | Time: 1611.49 ms
[2022-01-11 20:39:25 main:574] : INFO : Epoch 1605 | loss: 0.0311802 | val_loss: 0.0311809 | Time: 1606.5 ms
[2022-01-11 20:39:26 main:574] : INFO : Epoch 1606 | loss: 0.031182 | val_loss: 0.0311822 | Time: 1567.73 ms
[2022-01-11 20:39:28 main:574] : INFO : Epoch 1607 | loss: 0.0311787 | val_loss: 0.0311787 | Time: 1565.16 ms
[2022-01-11 20:39:29 main:574] : INFO : Epoch 1608 | loss: 0.0311808 | val_loss: 0.0311796 | Time: 1614.21 ms
[2022-01-11 20:39:31 main:574] : INFO : Epoch 1609 | loss: 0.031178 | val_loss: 0.0311777 | Time: 1610.51 ms
[2022-01-11 20:39:32 main:574] : INFO : Epoch 1610 | loss: 0.0311791 | val_loss: 0.0311857 | Time: 1563.19 ms
[2022-01-11 20:39:34 main:574] : INFO : Epoch 1611 | loss: 0.0311803 | val_loss: 0.0311821 | Time: 1571.01 ms
[2022-01-11 20:39:36 main:574] : INFO : Epoch 1612 | loss: 0.0311801 | val_loss: 0.031183 | Time: 1552.94 ms
[2022-01-11 20:39:37 main:574] : INFO : Epoch 1613 | loss: 0.0311795 | val_loss: 0.0311785 | Time: 1601.15 ms
[2022-01-11 20:39:39 main:574] : INFO : Epoch 1614 | loss: 0.0311785 | val_loss: 0.0311854 | Time: 1637.73 ms
[2022-01-11 20:39:40 main:574] : INFO : Epoch 1615 | loss: 0.0311841 | val_loss: 0.0311911 | Time: 1526.38 ms
[2022-01-11 20:39:42 main:574] : INFO : Epoch 1616 | loss: 0.0311823 | val_loss: 0.0311805 | Time: 1580.37 ms
[2022-01-11 20:39:44 main:574] : INFO : Epoch 1617 | loss: 0.0311796 | val_loss: 0.031186 | Time: 1581.02 ms
[2022-01-11 20:39:45 main:574] : INFO : Epoch 1618 | loss: 0.0311782 | val_loss: 0.031181 | Time: 1624.66 ms
[2022-01-11 20:39:47 main:574] : INFO : Epoch 1619 | loss: 0.0311785 | val_loss: 0.0311922 | Time: 1614.43 ms
[2022-01-11 20:39:48 main:574] : INFO : Epoch 1620 | loss: 0.0311873 | val_loss: 0.0311899 | Time: 1581.01 ms
[2022-01-11 20:39:50 main:574] : INFO : Epoch 1621 | loss: 0.0311855 | val_loss: 0.0311829 | Time: 1610.47 ms
[2022-01-11 20:39:51 main:574] : INFO : Epoch 1622 | loss: 0.03118 | val_loss: 0.0311792 | Time: 1517.05 ms
[2022-01-11 20:39:53 main:574] : INFO : Epoch 1623 | loss: 0.031178 | val_loss: 0.0311821 | Time: 1560.91 ms
[2022-01-11 20:39:55 main:574] : INFO : Epoch 1624 | loss: 0.0311778 | val_loss: 0.0311781 | Time: 1551.51 ms
[2022-01-11 20:39:56 main:574] : INFO : Epoch 1625 | loss: 0.0311779 | val_loss: 0.0311806 | Time: 1550.81 ms
[2022-01-11 20:39:58 main:574] : INFO : Epoch 1626 | loss: 0.0311907 | val_loss: 0.0311938 | Time: 1589 ms
[2022-01-11 20:39:59 main:574] : INFO : Epoch 1627 | loss: 0.0311852 | val_loss: 0.0311823 | Time: 1536.69 ms
[2022-01-11 20:40:01 main:574] : INFO : Epoch 1628 | loss: 0.0311816 | val_loss: 0.0311783 | Time: 1570.84 ms
[2022-01-11 20:40:02 main:574] : INFO : Epoch 1629 | loss: 0.0311782 | val_loss: 0.0311861 | Time: 1557.2 ms
[2022-01-11 20:40:04 main:574] : INFO : Epoch 1630 | loss: 0.0311789 | val_loss: 0.0311786 | Time: 1529.47 ms
[2022-01-11 20:40:06 main:574] : INFO : Epoch 1631 | loss: 0.0311805 | val_loss: 0.0311801 | Time: 1576.42 ms
[2022-01-11 20:40:07 main:574] : INFO : Epoch 1632 | loss: 0.0311789 | val_loss: 0.0311783 | Time: 1525.41 ms
[2022-01-11 20:40:09 main:574] : INFO : Epoch 1633 | loss: 0.031177 | val_loss: 0.0311782 | Time: 1554.01 ms
[2022-01-11 20:40:10 main:574] : INFO : Epoch 1634 | loss: 0.0311785 | val_loss: 0.03118 | Time: 1585.57 ms
[2022-01-11 20:40:12 main:574] : INFO : Epoch 1635 | loss: 0.0311797 | val_loss: 0.0311809 | Time: 1581.84 ms
[2022-01-11 20:40:13 main:574] : INFO : Epoch 1636 | loss: 0.0311813 | val_loss: 0.0311818 | Time: 1598.91 ms
[2022-01-11 20:40:15 main:574] : INFO : Epoch 1637 | loss: 0.0311809 | val_loss: 0.0311784 | Time: 1579.83 ms
[2022-01-11 20:40:17 main:574] : INFO : Epoch 1638 | loss: 0.0311792 | val_loss: 0.0311836 | Time: 1545.72 ms
[2022-01-11 20:40:18 main:574] : INFO : Epoch 1639 | loss: 0.0311826 | val_loss: 0.0311807 | Time: 1504.51 ms
[2022-01-11 20:40:20 main:574] : INFO : Epoch 1640 | loss: 0.0311825 | val_loss: 0.0311772 | Time: 1595.42 ms
[2022-01-11 20:40:21 main:574] : INFO : Epoch 1641 | loss: 0.0311774 | val_loss: 0.0311783 | Time: 1577.67 ms
[2022-01-11 20:40:23 main:574] : INFO : Epoch 1642 | loss: 0.03118 | val_loss: 0.0311862 | Time: 1578.06 ms
[2022-01-11 20:40:24 main:574] : INFO : Epoch 1643 | loss: 0.0311856 | val_loss: 0.0311848 | Time: 1557.86 ms
[2022-01-11 20:40:26 main:574] : INFO : Epoch 1644 | loss: 0.0311785 | val_loss: 0.0311786 | Time: 1602.58 ms
[2022-01-11 20:40:28 main:574] : INFO : Epoch 1645 | loss: 0.03118 | val_loss: 0.0311803 | Time: 1596.3 ms
[2022-01-11 20:40:29 main:574] : INFO : Epoch 1646 | loss: 0.0312038 | val_loss: 0.0311839 | Time: 1538.85 ms
[2022-01-11 20:40:31 main:574] : INFO : Epoch 1647 | loss: 0.0815151 | val_loss: 0.0548475 | Time: 1602.52 ms
[2022-01-11 20:40:32 main:574] : INFO : Epoch 1648 | loss: 0.0413236 | val_loss: 0.0340176 | Time: 1568.37 ms
[2022-01-11 20:40:34 main:574] : INFO : Epoch 1649 | loss: 0.0321405 | val_loss: 0.0318553 | Time: 1575.44 ms
[2022-01-11 20:40:35 main:574] : INFO : Epoch 1650 | loss: 0.0314186 | val_loss: 0.0312667 | Time: 1616.82 ms
[2022-01-11 20:40:37 main:574] : INFO : Epoch 1651 | loss: 0.0312675 | val_loss: 0.0312461 | Time: 1545.19 ms
[2022-01-11 20:40:39 main:574] : INFO : Epoch 1652 | loss: 0.031243 | val_loss: 0.0312357 | Time: 1607.67 ms
[2022-01-11 20:40:40 main:574] : INFO : Epoch 1653 | loss: 0.0312295 | val_loss: 0.0312241 | Time: 1548.47 ms
[2022-01-11 20:40:42 main:574] : INFO : Epoch 1654 | loss: 0.0312197 | val_loss: 0.0312144 | Time: 1589.53 ms
[2022-01-11 20:40:43 main:574] : INFO : Epoch 1655 | loss: 0.0312113 | val_loss: 0.0312067 | Time: 1535.38 ms
[2022-01-11 20:40:45 main:574] : INFO : Epoch 1656 | loss: 0.0312047 | val_loss: 0.0312006 | Time: 1573.69 ms
[2022-01-11 20:40:46 main:574] : INFO : Epoch 1657 | loss: 0.0311998 | val_loss: 0.0311964 | Time: 1583.39 ms
[2022-01-11 20:40:48 main:574] : INFO : Epoch 1658 | loss: 0.031196 | val_loss: 0.0311932 | Time: 1591.79 ms
[2022-01-11 20:40:50 main:574] : INFO : Epoch 1659 | loss: 0.031193 | val_loss: 0.0311905 | Time: 1622.52 ms
[2022-01-11 20:40:51 main:574] : INFO : Epoch 1660 | loss: 0.0311907 | val_loss: 0.0311888 | Time: 1610.05 ms
[2022-01-11 20:40:53 main:574] : INFO : Epoch 1661 | loss: 0.0311888 | val_loss: 0.0311869 | Time: 1547.81 ms
[2022-01-11 20:40:54 main:574] : INFO : Epoch 1662 | loss: 0.0311875 | val_loss: 0.0311857 | Time: 1559.89 ms
[2022-01-11 20:40:56 main:574] : INFO : Epoch 1663 | loss: 0.0311863 | val_loss: 0.0311847 | Time: 1562.15 ms
[2022-01-11 20:40:58 main:574] : INFO : Epoch 1664 | loss: 0.0311855 | val_loss: 0.0311837 | Time: 1607.97 ms
[2022-01-11 20:40:59 main:574] : INFO : Epoch 1665 | loss: 0.0311846 | val_loss: 0.0311831 | Time: 1571.46 ms
[2022-01-11 20:41:01 main:574] : INFO : Epoch 1666 | loss: 0.031184 | val_loss: 0.0311831 | Time: 1571.02 ms
[2022-01-11 20:41:02 main:574] : INFO : Epoch 1667 | loss: 0.0311838 | val_loss: 0.0311823 | Time: 1601.62 ms
[2022-01-11 20:41:04 main:574] : INFO : Epoch 1668 | loss: 0.0311831 | val_loss: 0.0311823 | Time: 1550.23 ms
[2022-01-11 20:41:05 main:574] : INFO : Epoch 1669 | loss: 0.0311828 | val_loss: 0.0311821 | Time: 1538.17 ms
[2022-01-11 20:41:07 main:574] : INFO : Epoch 1670 | loss: 0.0311825 | val_loss: 0.0311816 | Time: 1561.06 ms
[2022-01-11 20:41:09 main:574] : INFO : Epoch 1671 | loss: 0.0311825 | val_loss: 0.0311812 | Time: 1534.7 ms
[2022-01-11 20:41:10 main:574] : INFO : Epoch 1672 | loss: 0.031182 | val_loss: 0.0311814 | Time: 1577.33 ms
[2022-01-11 20:41:12 main:574] : INFO : Epoch 1673 | loss: 0.0311818 | val_loss: 0.0311818 | Time: 1565 ms
[2022-01-11 20:41:13 main:574] : INFO : Epoch 1674 | loss: 0.031182 | val_loss: 0.0311812 | Time: 1561.64 ms
[2022-01-11 20:41:15 main:574] : INFO : Epoch 1675 | loss: 0.0311815 | val_loss: 0.0311808 | Time: 1519.44 ms
[2022-01-11 20:41:16 main:574] : INFO : Epoch 1676 | loss: 0.0311814 | val_loss: 0.0311811 | Time: 1551.56 ms
[2022-01-11 20:41:18 main:574] : INFO : Epoch 1677 | loss: 0.0311814 | val_loss: 0.0311811 | Time: 1581.38 ms
[2022-01-11 20:41:20 main:574] : INFO : Epoch 1678 | loss: 0.031181 | val_loss: 0.0311808 | Time: 1606.62 ms
[2022-01-11 20:41:21 main:574] : INFO : Epoch 1679 | loss: 0.0311808 | val_loss: 0.0311805 | Time: 1574.53 ms
[2022-01-11 20:41:23 main:574] : INFO : Epoch 1680 | loss: 0.0311806 | val_loss: 0.0311802 | Time: 1562.08 ms
[2022-01-11 20:41:24 main:574] : INFO : Epoch 1681 | loss: 0.0311806 | val_loss: 0.0311801 | Time: 1595.28 ms
[2022-01-11 20:41:26 main:574] : INFO : Epoch 1682 | loss: 0.0311806 | val_loss: 0.0311798 | Time: 1545.07 ms
[2022-01-11 20:41:27 main:574] : INFO : Epoch 1683 | loss: 0.0311807 | val_loss: 0.0311807 | Time: 1526.55 ms
[2022-01-11 20:41:29 main:574] : INFO : Epoch 1684 | loss: 0.0311807 | val_loss: 0.0311802 | Time: 1524.9 ms
[2022-01-11 20:41:30 main:574] : INFO : Epoch 1685 | loss: 0.0311802 | val_loss: 0.0311799 | Time: 1528.7 ms
[2022-01-11 20:41:32 main:574] : INFO : Epoch 1686 | loss: 0.0311802 | val_loss: 0.0311801 | Time: 1553.8 ms
[2022-01-11 20:41:33 main:574] : INFO : Epoch 1687 | loss: 0.0311802 | val_loss: 0.0311794 | Time: 1515.57 ms
[2022-01-11 20:41:35 main:574] : INFO : Epoch 1688 | loss: 0.0311801 | val_loss: 0.0311795 | Time: 1585.76 ms
[2022-01-11 20:41:37 main:574] : INFO : Epoch 1689 | loss: 0.03118 | val_loss: 0.0311795 | Time: 1596.2 ms
[2022-01-11 20:41:38 main:574] : INFO : Epoch 1690 | loss: 0.0311799 | val_loss: 0.0311795 | Time: 1575.59 ms
[2022-01-11 20:41:40 main:574] : INFO : Epoch 1691 | loss: 0.0311799 | val_loss: 0.0311793 | Time: 1541.63 ms
[2022-01-11 20:41:41 main:574] : INFO : Epoch 1692 | loss: 0.0311798 | val_loss: 0.0311791 | Time: 1555.23 ms
[2022-01-11 20:41:43 main:574] : INFO : Epoch 1693 | loss: 0.0311795 | val_loss: 0.0311791 | Time: 1464.58 ms
[2022-01-11 20:41:44 main:574] : INFO : Epoch 1694 | loss: 0.0311794 | val_loss: 0.0311788 | Time: 1526.92 ms
[2022-01-11 20:41:46 main:574] : INFO : Epoch 1695 | loss: 0.0311799 | val_loss: 0.0311791 | Time: 1538.03 ms
[2022-01-11 20:41:47 main:574] : INFO : Epoch 1696 | loss: 0.0311796 | val_loss: 0.0311799 | Time: 1580.87 ms
[2022-01-11 20:41:49 main:574] : INFO : Epoch 1697 | loss: 0.0311802 | val_loss: 0.0311801 | Time: 1544.07 ms
[2022-01-11 20:41:51 main:574] : INFO : Epoch 1698 | loss: 0.0311798 | val_loss: 0.0311789 | Time: 1594.84 ms
[2022-01-11 20:41:52 main:574] : INFO : Epoch 1699 | loss: 0.0311796 | val_loss: 0.0311796 | Time: 1619.56 ms
[2022-01-11 20:41:54 main:574] : INFO : Epoch 1700 | loss: 0.0311794 | val_loss: 0.0311787 | Time: 1535.3 ms
[2022-01-11 20:41:55 main:574] : INFO : Epoch 1701 | loss: 0.0311793 | val_loss: 0.0311788 | Time: 1547.74 ms
[2022-01-11 20:41:57 main:574] : INFO : Epoch 1702 | loss: 0.0311803 | val_loss: 0.0311787 | Time: 1603.67 ms
[2022-01-11 20:41:59 main:574] : INFO : Epoch 1703 | loss: 0.0311793 | val_loss: 0.0311787 | Time: 1617.45 ms
[2022-01-11 20:42:00 main:574] : INFO : Epoch 1704 | loss: 0.0311791 | val_loss: 0.0311793 | Time: 1600.26 ms
[2022-01-11 20:42:02 main:574] : INFO : Epoch 1705 | loss: 0.0311797 | val_loss: 0.0311794 | Time: 1546.01 ms
[2022-01-11 20:42:03 main:574] : INFO : Epoch 1706 | loss: 0.0311802 | val_loss: 0.0311799 | Time: 1550.85 ms
[2022-01-11 20:42:05 main:574] : INFO : Epoch 1707 | loss: 0.0311795 | val_loss: 0.0311785 | Time: 1573.97 ms
[2022-01-11 20:42:06 main:574] : INFO : Epoch 1708 | loss: 0.0311792 | val_loss: 0.0311785 | Time: 1591.34 ms
[2022-01-11 20:42:08 main:574] : INFO : Epoch 1709 | loss: 0.031179 | val_loss: 0.0311789 | Time: 1574.13 ms
[2022-01-11 20:42:10 main:574] : INFO : Epoch 1710 | loss: 0.031179 | val_loss: 0.0311782 | Time: 1549.36 ms
[2022-01-11 20:42:11 main:574] : INFO : Epoch 1711 | loss: 0.0311792 | val_loss: 0.0311791 | Time: 1532.16 ms
[2022-01-11 20:42:13 main:574] : INFO : Epoch 1712 | loss: 0.0311789 | val_loss: 0.0311787 | Time: 1574.15 ms
[2022-01-11 20:42:14 main:574] : INFO : Epoch 1713 | loss: 0.0311786 | val_loss: 0.0311786 | Time: 1577.7 ms
[2022-01-11 20:42:16 main:574] : INFO : Epoch 1714 | loss: 0.0311789 | val_loss: 0.0311785 | Time: 1578.61 ms
[2022-01-11 20:42:17 main:574] : INFO : Epoch 1715 | loss: 0.0311785 | val_loss: 0.0311786 | Time: 1553.18 ms
[2022-01-11 20:42:19 main:574] : INFO : Epoch 1716 | loss: 0.0311791 | val_loss: 0.0311785 | Time: 1563.37 ms
[2022-01-11 20:42:20 main:574] : INFO : Epoch 1717 | loss: 0.031179 | val_loss: 0.031179 | Time: 1525.64 ms
[2022-01-11 20:42:22 main:574] : INFO : Epoch 1718 | loss: 0.0311786 | val_loss: 0.0311782 | Time: 1538.36 ms
[2022-01-11 20:42:24 main:574] : INFO : Epoch 1719 | loss: 0.0311788 | val_loss: 0.0311784 | Time: 1578.11 ms
[2022-01-11 20:42:25 main:574] : INFO : Epoch 1720 | loss: 0.0311787 | val_loss: 0.0311788 | Time: 1572.42 ms
[2022-01-11 20:42:27 main:574] : INFO : Epoch 1721 | loss: 0.0311785 | val_loss: 0.0311788 | Time: 1573.49 ms
[2022-01-11 20:42:28 main:574] : INFO : Epoch 1722 | loss: 0.0311785 | val_loss: 0.031178 | Time: 1552.11 ms
[2022-01-11 20:42:30 main:574] : INFO : Epoch 1723 | loss: 0.0311783 | val_loss: 0.031178 | Time: 1575.44 ms
[2022-01-11 20:42:31 main:574] : INFO : Epoch 1724 | loss: 0.0311782 | val_loss: 0.0311778 | Time: 1547.32 ms
[2022-01-11 20:42:33 main:574] : INFO : Epoch 1725 | loss: 0.0311784 | val_loss: 0.0311785 | Time: 1573.52 ms
[2022-01-11 20:42:35 main:574] : INFO : Epoch 1726 | loss: 0.0311789 | val_loss: 0.0311794 | Time: 1526.21 ms
[2022-01-11 20:42:36 main:574] : INFO : Epoch 1727 | loss: 0.0311784 | val_loss: 0.0311776 | Time: 1543.27 ms
[2022-01-11 20:42:38 main:574] : INFO : Epoch 1728 | loss: 0.0311779 | val_loss: 0.0311776 | Time: 1544.13 ms
[2022-01-11 20:42:39 main:574] : INFO : Epoch 1729 | loss: 0.0311779 | val_loss: 0.0311781 | Time: 1552.9 ms
[2022-01-11 20:42:41 main:574] : INFO : Epoch 1730 | loss: 0.0311781 | val_loss: 0.0311776 | Time: 1594.63 ms
[2022-01-11 20:42:42 main:574] : INFO : Epoch 1731 | loss: 0.0311778 | val_loss: 0.0311773 | Time: 1563.6 ms
[2022-01-11 20:42:44 main:574] : INFO : Epoch 1732 | loss: 0.0311779 | val_loss: 0.0311775 | Time: 1641.73 ms
[2022-01-11 20:42:46 main:574] : INFO : Epoch 1733 | loss: 0.0311779 | val_loss: 0.0311777 | Time: 1547.98 ms
[2022-01-11 20:42:47 main:574] : INFO : Epoch 1734 | loss: 0.0311781 | val_loss: 0.0311775 | Time: 1611.71 ms
[2022-01-11 20:42:49 main:574] : INFO : Epoch 1735 | loss: 0.0311781 | val_loss: 0.0311781 | Time: 1479.98 ms
[2022-01-11 20:42:50 main:574] : INFO : Epoch 1736 | loss: 0.0311777 | val_loss: 0.0311776 | Time: 1573.93 ms
[2022-01-11 20:42:52 main:574] : INFO : Epoch 1737 | loss: 0.0311776 | val_loss: 0.0311777 | Time: 1582.11 ms
[2022-01-11 20:42:53 main:574] : INFO : Epoch 1738 | loss: 0.0311778 | val_loss: 0.0311799 | Time: 1593.38 ms
[2022-01-11 20:42:55 main:574] : INFO : Epoch 1739 | loss: 0.0311781 | val_loss: 0.0311774 | Time: 1568.8 ms
[2022-01-11 20:42:56 main:574] : INFO : Epoch 1740 | loss: 0.0311775 | val_loss: 0.0311771 | Time: 1532.09 ms
[2022-01-11 20:42:58 main:574] : INFO : Epoch 1741 | loss: 0.0311776 | val_loss: 0.0311772 | Time: 1568.51 ms
[2022-01-11 20:43:00 main:574] : INFO : Epoch 1742 | loss: 0.0311775 | val_loss: 0.0311772 | Time: 1535.17 ms
[2022-01-11 20:43:01 main:574] : INFO : Epoch 1743 | loss: 0.031178 | val_loss: 0.0311772 | Time: 1562.72 ms
[2022-01-11 20:43:03 main:574] : INFO : Epoch 1744 | loss: 0.0311776 | val_loss: 0.031177 | Time: 1504.71 ms
[2022-01-11 20:43:04 main:574] : INFO : Epoch 1745 | loss: 0.0311777 | val_loss: 0.0311774 | Time: 1572.74 ms
[2022-01-11 20:43:06 main:574] : INFO : Epoch 1746 | loss: 0.0311775 | val_loss: 0.0311777 | Time: 1623.59 ms
[2022-01-11 20:43:07 main:574] : INFO : Epoch 1747 | loss: 0.0311777 | val_loss: 0.0311771 | Time: 1605.19 ms
[2022-01-11 20:43:09 main:574] : INFO : Epoch 1748 | loss: 0.0311776 | val_loss: 0.0311771 | Time: 1584.72 ms
[2022-01-11 20:43:11 main:574] : INFO : Epoch 1749 | loss: 0.0311777 | val_loss: 0.0311772 | Time: 1611.55 ms
[2022-01-11 20:43:12 main:574] : INFO : Epoch 1750 | loss: 0.0311776 | val_loss: 0.0311771 | Time: 1555.43 ms
[2022-01-11 20:43:14 main:574] : INFO : Epoch 1751 | loss: 0.0311774 | val_loss: 0.0311772 | Time: 1599.02 ms
[2022-01-11 20:43:15 main:574] : INFO : Epoch 1752 | loss: 0.0311773 | val_loss: 0.0311771 | Time: 1580.1 ms
[2022-01-11 20:43:17 main:574] : INFO : Epoch 1753 | loss: 0.0311774 | val_loss: 0.0311795 | Time: 1580.78 ms
[2022-01-11 20:43:19 main:574] : INFO : Epoch 1754 | loss: 0.0311783 | val_loss: 0.0311785 | Time: 1518.89 ms
[2022-01-11 20:43:20 main:574] : INFO : Epoch 1755 | loss: 0.0311786 | val_loss: 0.0311776 | Time: 1559.86 ms
[2022-01-11 20:43:22 main:574] : INFO : Epoch 1756 | loss: 0.0311782 | val_loss: 0.0311781 | Time: 1568.87 ms
[2022-01-11 20:43:23 main:574] : INFO : Epoch 1757 | loss: 0.0311778 | val_loss: 0.0311801 | Time: 1599.49 ms
[2022-01-11 20:43:25 main:574] : INFO : Epoch 1758 | loss: 0.0311778 | val_loss: 0.0311778 | Time: 1560.54 ms
[2022-01-11 20:43:26 main:574] : INFO : Epoch 1759 | loss: 0.0311777 | val_loss: 0.0311776 | Time: 1621.52 ms
[2022-01-11 20:43:28 main:574] : INFO : Epoch 1760 | loss: 0.0311777 | val_loss: 0.0311771 | Time: 1585.33 ms
[2022-01-11 20:43:30 main:574] : INFO : Epoch 1761 | loss: 0.0311774 | val_loss: 0.0311794 | Time: 1597.45 ms
[2022-01-11 20:43:31 main:574] : INFO : Epoch 1762 | loss: 0.0311777 | val_loss: 0.0311772 | Time: 1581.13 ms
[2022-01-11 20:43:33 main:574] : INFO : Epoch 1763 | loss: 0.0311776 | val_loss: 0.0311784 | Time: 1543.83 ms
[2022-01-11 20:43:34 main:574] : INFO : Epoch 1764 | loss: 0.0311775 | val_loss: 0.031178 | Time: 1563.02 ms
[2022-01-11 20:43:36 main:574] : INFO : Epoch 1765 | loss: 0.0311801 | val_loss: 0.0311779 | Time: 1534.86 ms
[2022-01-11 20:43:37 main:574] : INFO : Epoch 1766 | loss: 0.0311782 | val_loss: 0.0311776 | Time: 1529.17 ms
[2022-01-11 20:43:39 main:574] : INFO : Epoch 1767 | loss: 0.031177 | val_loss: 0.0311776 | Time: 1532.78 ms
[2022-01-11 20:43:41 main:574] : INFO : Epoch 1768 | loss: 0.0311778 | val_loss: 0.0311768 | Time: 1613.06 ms
[2022-01-11 20:43:42 main:574] : INFO : Epoch 1769 | loss: 0.0311792 | val_loss: 0.0311799 | Time: 1538.91 ms
[2022-01-11 20:43:44 main:574] : INFO : Epoch 1770 | loss: 0.0311791 | val_loss: 0.0311774 | Time: 1596.19 ms
[2022-01-11 20:43:45 main:574] : INFO : Epoch 1771 | loss: 0.031177 | val_loss: 0.0311792 | Time: 1581.51 ms
[2022-01-11 20:43:47 main:574] : INFO : Epoch 1772 | loss: 0.0311776 | val_loss: 0.031178 | Time: 1531.15 ms
[2022-01-11 20:43:48 main:574] : INFO : Epoch 1773 | loss: 0.0311772 | val_loss: 0.0311776 | Time: 1587.13 ms
[2022-01-11 20:43:50 main:574] : INFO : Epoch 1774 | loss: 0.0311768 | val_loss: 0.0311787 | Time: 1620.34 ms
[2022-01-11 20:43:52 main:574] : INFO : Epoch 1775 | loss: 0.0311768 | val_loss: 0.0311777 | Time: 1616.02 ms
[2022-01-11 20:43:53 main:574] : INFO : Epoch 1776 | loss: 0.031177 | val_loss: 0.031179 | Time: 1535.37 ms
[2022-01-11 20:43:55 main:574] : INFO : Epoch 1777 | loss: 0.0311772 | val_loss: 0.0311782 | Time: 1576.97 ms
[2022-01-11 20:43:56 main:574] : INFO : Epoch 1778 | loss: 0.0311768 | val_loss: 0.0311783 | Time: 1561.63 ms
[2022-01-11 20:43:58 main:574] : INFO : Epoch 1779 | loss: 0.0311776 | val_loss: 0.0311781 | Time: 1592.09 ms
[2022-01-11 20:43:59 main:574] : INFO : Epoch 1780 | loss: 0.0311775 | val_loss: 0.0311777 | Time: 1543.76 ms
[2022-01-11 20:44:01 main:574] : INFO : Epoch 1781 | loss: 0.0311771 | val_loss: 0.0311772 | Time: 1548.16 ms
[2022-01-11 20:44:03 main:574] : INFO : Epoch 1782 | loss: 0.0311765 | val_loss: 0.0311779 | Time: 1610.12 ms
[2022-01-11 20:44:04 main:574] : INFO : Epoch 1783 | loss: 0.0311776 | val_loss: 0.0311801 | Time: 1589.22 ms
[2022-01-11 20:44:06 main:574] : INFO : Epoch 1784 | loss: 0.0311772 | val_loss: 0.0311778 | Time: 1577.09 ms
[2022-01-11 20:44:07 main:574] : INFO : Epoch 1785 | loss: 0.0311789 | val_loss: 0.0311788 | Time: 1560.64 ms
[2022-01-11 20:44:09 main:574] : INFO : Epoch 1786 | loss: 0.0311769 | val_loss: 0.0311771 | Time: 1590.11 ms
[2022-01-11 20:44:11 main:574] : INFO : Epoch 1787 | loss: 0.031177 | val_loss: 0.0311778 | Time: 1555.58 ms
[2022-01-11 20:44:12 main:574] : INFO : Epoch 1788 | loss: 0.0311769 | val_loss: 0.0311772 | Time: 1565.34 ms
[2022-01-11 20:44:14 main:574] : INFO : Epoch 1789 | loss: 0.0311764 | val_loss: 0.0311774 | Time: 1501.87 ms
[2022-01-11 20:44:15 main:574] : INFO : Epoch 1790 | loss: 0.0311764 | val_loss: 0.0311781 | Time: 1487.69 ms
[2022-01-11 20:44:17 main:574] : INFO : Epoch 1791 | loss: 0.0311772 | val_loss: 0.0311779 | Time: 1560.53 ms
[2022-01-11 20:44:18 main:574] : INFO : Epoch 1792 | loss: 0.0311765 | val_loss: 0.0311773 | Time: 1502.58 ms
[2022-01-11 20:44:20 main:574] : INFO : Epoch 1793 | loss: 0.0311766 | val_loss: 0.0311776 | Time: 1510.87 ms
[2022-01-11 20:44:21 main:574] : INFO : Epoch 1794 | loss: 0.031178 | val_loss: 0.0311791 | Time: 1582.98 ms
[2022-01-11 20:44:23 main:574] : INFO : Epoch 1795 | loss: 0.0311772 | val_loss: 0.0311782 | Time: 1558.19 ms
[2022-01-11 20:44:24 main:574] : INFO : Epoch 1796 | loss: 0.031177 | val_loss: 0.0311775 | Time: 1615.98 ms
[2022-01-11 20:44:26 main:574] : INFO : Epoch 1797 | loss: 0.031178 | val_loss: 0.0311779 | Time: 1605.92 ms
[2022-01-11 20:44:28 main:574] : INFO : Epoch 1798 | loss: 0.0311764 | val_loss: 0.0311772 | Time: 1537.11 ms
[2022-01-11 20:44:29 main:574] : INFO : Epoch 1799 | loss: 0.0311759 | val_loss: 0.0311774 | Time: 1575.43 ms
[2022-01-11 20:44:31 main:574] : INFO : Epoch 1800 | loss: 0.0311761 | val_loss: 0.0311775 | Time: 1552.75 ms
[2022-01-11 20:44:32 main:574] : INFO : Epoch 1801 | loss: 0.0311768 | val_loss: 0.0311791 | Time: 1532.75 ms
[2022-01-11 20:44:34 main:574] : INFO : Epoch 1802 | loss: 0.0311771 | val_loss: 0.0311768 | Time: 1551.69 ms
[2022-01-11 20:44:35 main:574] : INFO : Epoch 1803 | loss: 0.0311771 | val_loss: 0.0311775 | Time: 1564.56 ms
[2022-01-11 20:44:37 main:574] : INFO : Epoch 1804 | loss: 0.0311777 | val_loss: 0.0311782 | Time: 1565.31 ms
[2022-01-11 20:44:39 main:574] : INFO : Epoch 1805 | loss: 0.0311777 | val_loss: 0.0311777 | Time: 1575.57 ms
[2022-01-11 20:44:40 main:574] : INFO : Epoch 1806 | loss: 0.0311777 | val_loss: 0.0311779 | Time: 1597.04 ms
[2022-01-11 20:44:42 main:574] : INFO : Epoch 1807 | loss: 0.0311779 | val_loss: 0.0311806 | Time: 1588.15 ms
[2022-01-11 20:44:43 main:574] : INFO : Epoch 1808 | loss: 0.0311774 | val_loss: 0.0311782 | Time: 1544.55 ms
[2022-01-11 20:44:45 main:574] : INFO : Epoch 1809 | loss: 0.0311786 | val_loss: 0.0311779 | Time: 1607.35 ms
[2022-01-11 20:44:46 main:574] : INFO : Epoch 1810 | loss: 0.0311768 | val_loss: 0.0311772 | Time: 1556.71 ms
[2022-01-11 20:44:48 main:574] : INFO : Epoch 1811 | loss: 0.0311769 | val_loss: 0.0311802 | Time: 1637 ms
[2022-01-11 20:44:50 main:574] : INFO : Epoch 1812 | loss: 0.0311769 | val_loss: 0.0311776 | Time: 1554.68 ms
[2022-01-11 20:44:51 main:574] : INFO : Epoch 1813 | loss: 0.0311765 | val_loss: 0.0311795 | Time: 1545.05 ms
[2022-01-11 20:44:53 main:574] : INFO : Epoch 1814 | loss: 0.0311771 | val_loss: 0.031178 | Time: 1558.11 ms
[2022-01-11 20:44:54 main:574] : INFO : Epoch 1815 | loss: 0.0311774 | val_loss: 0.0311774 | Time: 1564.17 ms
[2022-01-11 20:44:56 main:574] : INFO : Epoch 1816 | loss: 0.0311763 | val_loss: 0.031177 | Time: 1603.14 ms
[2022-01-11 20:44:57 main:574] : INFO : Epoch 1817 | loss: 0.0311769 | val_loss: 0.0311775 | Time: 1597.61 ms
[2022-01-11 20:44:59 main:574] : INFO : Epoch 1818 | loss: 0.031176 | val_loss: 0.0311771 | Time: 1597.36 ms
[2022-01-11 20:45:01 main:574] : INFO : Epoch 1819 | loss: 0.0311766 | val_loss: 0.0311781 | Time: 1613.7 ms
[2022-01-11 20:45:02 main:574] : INFO : Epoch 1820 | loss: 0.0311778 | val_loss: 0.0311784 | Time: 1542.34 ms
[2022-01-11 20:45:04 main:574] : INFO : Epoch 1821 | loss: 0.0311767 | val_loss: 0.0311778 | Time: 1534.8 ms
[2022-01-11 20:45:05 main:574] : INFO : Epoch 1822 | loss: 0.031176 | val_loss: 0.0311795 | Time: 1585.73 ms
[2022-01-11 20:45:07 main:574] : INFO : Epoch 1823 | loss: 0.0311779 | val_loss: 0.0311798 | Time: 1566.47 ms
[2022-01-11 20:45:09 main:574] : INFO : Epoch 1824 | loss: 0.0311767 | val_loss: 0.0311791 | Time: 1592.91 ms
[2022-01-11 20:45:10 main:574] : INFO : Epoch 1825 | loss: 0.0311762 | val_loss: 0.031178 | Time: 1549.37 ms
[2022-01-11 20:45:12 main:574] : INFO : Epoch 1826 | loss: 0.0311768 | val_loss: 0.0311778 | Time: 1581.34 ms
[2022-01-11 20:45:13 main:574] : INFO : Epoch 1827 | loss: 0.0311758 | val_loss: 0.0311773 | Time: 1574.68 ms
[2022-01-11 20:45:15 main:574] : INFO : Epoch 1828 | loss: 0.0311756 | val_loss: 0.0311809 | Time: 1546.6 ms
[2022-01-11 20:45:16 main:574] : INFO : Epoch 1829 | loss: 0.0311767 | val_loss: 0.0311779 | Time: 1580.21 ms
[2022-01-11 20:45:18 main:574] : INFO : Epoch 1830 | loss: 0.0311762 | val_loss: 0.0311806 | Time: 1526.67 ms
[2022-01-11 20:45:19 main:574] : INFO : Epoch 1831 | loss: 0.0311766 | val_loss: 0.0311778 | Time: 1560.39 ms
[2022-01-11 20:45:21 main:574] : INFO : Epoch 1832 | loss: 0.031176 | val_loss: 0.0311788 | Time: 1593.72 ms
[2022-01-11 20:45:23 main:574] : INFO : Epoch 1833 | loss: 0.0311759 | val_loss: 0.0311778 | Time: 1545.48 ms
[2022-01-11 20:45:24 main:574] : INFO : Epoch 1834 | loss: 0.0311757 | val_loss: 0.0311783 | Time: 1615.33 ms
[2022-01-11 20:45:26 main:574] : INFO : Epoch 1835 | loss: 0.0311761 | val_loss: 0.0311779 | Time: 1580.8 ms
[2022-01-11 20:45:27 main:574] : INFO : Epoch 1836 | loss: 0.0311764 | val_loss: 0.0311777 | Time: 1598.09 ms
[2022-01-11 20:45:29 main:574] : INFO : Epoch 1837 | loss: 0.031177 | val_loss: 0.0311776 | Time: 1577.59 ms
[2022-01-11 20:45:31 main:574] : INFO : Epoch 1838 | loss: 0.0311781 | val_loss: 0.0311775 | Time: 1565.18 ms
[2022-01-11 20:45:32 main:574] : INFO : Epoch 1839 | loss: 0.0311765 | val_loss: 0.0311775 | Time: 1567.82 ms
[2022-01-11 20:45:34 main:574] : INFO : Epoch 1840 | loss: 0.0311758 | val_loss: 0.0311791 | Time: 1600.54 ms
[2022-01-11 20:45:35 main:574] : INFO : Epoch 1841 | loss: 0.0311759 | val_loss: 0.0311772 | Time: 1534.69 ms
[2022-01-11 20:45:37 main:574] : INFO : Epoch 1842 | loss: 0.0311759 | val_loss: 0.0311781 | Time: 1583.55 ms
[2022-01-11 20:45:38 main:574] : INFO : Epoch 1843 | loss: 0.0311762 | val_loss: 0.0311776 | Time: 1552.94 ms
[2022-01-11 20:45:40 main:574] : INFO : Epoch 1844 | loss: 0.0311764 | val_loss: 0.0311773 | Time: 1647.99 ms
[2022-01-11 20:45:42 main:574] : INFO : Epoch 1845 | loss: 0.0311759 | val_loss: 0.0311778 | Time: 1589.36 ms
[2022-01-11 20:45:43 main:574] : INFO : Epoch 1846 | loss: 0.031176 | val_loss: 0.03118 | Time: 1576.35 ms
[2022-01-11 20:45:45 main:574] : INFO : Epoch 1847 | loss: 0.0311768 | val_loss: 0.0311801 | Time: 1605.52 ms
[2022-01-11 20:45:46 main:574] : INFO : Epoch 1848 | loss: 0.0311763 | val_loss: 0.0311781 | Time: 1614.41 ms
[2022-01-11 20:45:48 main:574] : INFO : Epoch 1849 | loss: 0.0311756 | val_loss: 0.0311786 | Time: 1635.06 ms
[2022-01-11 20:45:50 main:574] : INFO : Epoch 1850 | loss: 0.0311759 | val_loss: 0.0311804 | Time: 1628.52 ms
[2022-01-11 20:45:51 main:574] : INFO : Epoch 1851 | loss: 0.0311764 | val_loss: 0.0311791 | Time: 1568 ms
[2022-01-11 20:45:53 main:574] : INFO : Epoch 1852 | loss: 0.0311759 | val_loss: 0.0311783 | Time: 1583.23 ms
[2022-01-11 20:45:54 main:574] : INFO : Epoch 1853 | loss: 0.0311762 | val_loss: 0.0311786 | Time: 1567.4 ms
[2022-01-11 20:45:56 main:574] : INFO : Epoch 1854 | loss: 0.0311761 | val_loss: 0.0311787 | Time: 1569.42 ms
[2022-01-11 20:45:58 main:574] : INFO : Epoch 1855 | loss: 0.0311761 | val_loss: 0.0311798 | Time: 1576.86 ms
[2022-01-11 20:45:59 main:574] : INFO : Epoch 1856 | loss: 0.0311774 | val_loss: 0.0311786 | Time: 1594.12 ms
[2022-01-11 20:46:01 main:574] : INFO : Epoch 1857 | loss: 0.031176 | val_loss: 0.031182 | Time: 1569.69 ms
[2022-01-11 20:46:02 main:574] : INFO : Epoch 1858 | loss: 0.0311769 | val_loss: 0.0311798 | Time: 1561.56 ms
[2022-01-11 20:46:04 main:574] : INFO : Epoch 1859 | loss: 0.031175 | val_loss: 0.0311785 | Time: 1553.62 ms
[2022-01-11 20:46:05 main:574] : INFO : Epoch 1860 | loss: 0.0311758 | val_loss: 0.0311782 | Time: 1582.97 ms
[2022-01-11 20:46:07 main:574] : INFO : Epoch 1861 | loss: 0.0311757 | val_loss: 0.0311813 | Time: 1553.4 ms
[2022-01-11 20:46:09 main:574] : INFO : Epoch 1862 | loss: 0.0311758 | val_loss: 0.031178 | Time: 1607 ms
[2022-01-11 20:46:10 main:574] : INFO : Epoch 1863 | loss: 0.0311759 | val_loss: 0.0311803 | Time: 1551.72 ms
[2022-01-11 20:46:12 main:574] : INFO : Epoch 1864 | loss: 0.0311757 | val_loss: 0.0311779 | Time: 1531.27 ms
[2022-01-11 20:46:13 main:574] : INFO : Epoch 1865 | loss: 0.0311755 | val_loss: 0.0311795 | Time: 1526.52 ms
[2022-01-11 20:46:15 main:574] : INFO : Epoch 1866 | loss: 0.0311761 | val_loss: 0.0311797 | Time: 1555.95 ms
[2022-01-11 20:46:16 main:574] : INFO : Epoch 1867 | loss: 0.0311764 | val_loss: 0.0311793 | Time: 1569.32 ms
[2022-01-11 20:46:18 main:574] : INFO : Epoch 1868 | loss: 0.0311783 | val_loss: 0.0311785 | Time: 1539 ms
[2022-01-11 20:46:20 main:574] : INFO : Epoch 1869 | loss: 0.0311762 | val_loss: 0.0311802 | Time: 1573.7 ms
[2022-01-11 20:46:21 main:574] : INFO : Epoch 1870 | loss: 0.0311772 | val_loss: 0.0311804 | Time: 1527.65 ms
[2022-01-11 20:46:23 main:574] : INFO : Epoch 1871 | loss: 0.0311766 | val_loss: 0.031179 | Time: 1534.25 ms
[2022-01-11 20:46:24 main:574] : INFO : Epoch 1872 | loss: 0.0311762 | val_loss: 0.0311813 | Time: 1570.56 ms
[2022-01-11 20:46:26 main:574] : INFO : Epoch 1873 | loss: 0.0311767 | val_loss: 0.0311779 | Time: 1533.76 ms
[2022-01-11 20:46:27 main:574] : INFO : Epoch 1874 | loss: 0.0311752 | val_loss: 0.0311778 | Time: 1520.96 ms
[2022-01-11 20:46:29 main:574] : INFO : Epoch 1875 | loss: 0.0311753 | val_loss: 0.0311806 | Time: 1583.38 ms
[2022-01-11 20:46:30 main:574] : INFO : Epoch 1876 | loss: 0.0311771 | val_loss: 0.0311811 | Time: 1598.41 ms
[2022-01-11 20:46:32 main:574] : INFO : Epoch 1877 | loss: 0.0311794 | val_loss: 0.0311861 | Time: 1574.89 ms
[2022-01-11 20:46:34 main:574] : INFO : Epoch 1878 | loss: 0.0311817 | val_loss: 0.0311804 | Time: 1560.42 ms
[2022-01-11 20:46:35 main:574] : INFO : Epoch 1879 | loss: 0.0311808 | val_loss: 0.0311856 | Time: 1557.03 ms
[2022-01-11 20:46:37 main:574] : INFO : Epoch 1880 | loss: 0.0311773 | val_loss: 0.0311805 | Time: 1596.24 ms
[2022-01-11 20:46:38 main:574] : INFO : Epoch 1881 | loss: 0.0311764 | val_loss: 0.0311793 | Time: 1505.66 ms
[2022-01-11 20:46:40 main:574] : INFO : Epoch 1882 | loss: 0.0311766 | val_loss: 0.0311793 | Time: 1573.16 ms
[2022-01-11 20:46:41 main:574] : INFO : Epoch 1883 | loss: 0.0311748 | val_loss: 0.031179 | Time: 1603.19 ms
[2022-01-11 20:46:43 main:574] : INFO : Epoch 1884 | loss: 0.0311765 | val_loss: 0.0311788 | Time: 1534.8 ms
[2022-01-11 20:46:45 main:574] : INFO : Epoch 1885 | loss: 0.0311772 | val_loss: 0.0311803 | Time: 1594.99 ms
[2022-01-11 20:46:46 main:574] : INFO : Epoch 1886 | loss: 0.0311777 | val_loss: 0.0311796 | Time: 1559.9 ms
[2022-01-11 20:46:48 main:574] : INFO : Epoch 1887 | loss: 0.0311763 | val_loss: 0.0311803 | Time: 1600.92 ms
[2022-01-11 20:46:49 main:574] : INFO : Epoch 1888 | loss: 0.031176 | val_loss: 0.0311798 | Time: 1613.76 ms
[2022-01-11 20:46:51 main:574] : INFO : Epoch 1889 | loss: 0.0311764 | val_loss: 0.0311796 | Time: 1578.86 ms
[2022-01-11 20:46:52 main:574] : INFO : Epoch 1890 | loss: 0.0311753 | val_loss: 0.0311781 | Time: 1583.14 ms
[2022-01-11 20:46:54 main:574] : INFO : Epoch 1891 | loss: 0.0311754 | val_loss: 0.0311793 | Time: 1612.95 ms
[2022-01-11 20:46:56 main:574] : INFO : Epoch 1892 | loss: 0.0311761 | val_loss: 0.0311777 | Time: 1574.98 ms
[2022-01-11 20:46:57 main:574] : INFO : Epoch 1893 | loss: 0.0311765 | val_loss: 0.0311783 | Time: 1624.33 ms
[2022-01-11 20:46:59 main:574] : INFO : Epoch 1894 | loss: 0.0311759 | val_loss: 0.0311781 | Time: 1576.97 ms
[2022-01-11 20:47:00 main:574] : INFO : Epoch 1895 | loss: 0.0311765 | val_loss: 0.0311801 | Time: 1550.15 ms
[2022-01-11 20:47:02 main:574] : INFO : Epoch 1896 | loss: 0.0311761 | val_loss: 0.0311782 | Time: 1625.45 ms
[2022-01-11 20:47:04 main:574] : INFO : Epoch 1897 | loss: 0.0311763 | val_loss: 0.0311794 | Time: 1555.39 ms
[2022-01-11 20:47:05 main:574] : INFO : Epoch 1898 | loss: 0.0311755 | val_loss: 0.0311791 | Time: 1579.23 ms
[2022-01-11 20:47:07 main:574] : INFO : Epoch 1899 | loss: 0.0311765 | val_loss: 0.0311784 | Time: 1594.55 ms
[2022-01-11 20:47:08 main:574] : INFO : Epoch 1900 | loss: 0.0311753 | val_loss: 0.0311785 | Time: 1557.33 ms
[2022-01-11 20:47:10 main:574] : INFO : Epoch 1901 | loss: 0.0311758 | val_loss: 0.0311807 | Time: 1591.68 ms
[2022-01-11 20:47:12 main:574] : INFO : Epoch 1902 | loss: 0.0311757 | val_loss: 0.0311789 | Time: 1607.38 ms
[2022-01-11 20:47:13 main:574] : INFO : Epoch 1903 | loss: 0.0311784 | val_loss: 0.0311848 | Time: 1561.55 ms
[2022-01-11 20:47:15 main:574] : INFO : Epoch 1904 | loss: 0.0311789 | val_loss: 0.0311847 | Time: 1509.62 ms
[2022-01-11 20:47:16 main:574] : INFO : Epoch 1905 | loss: 0.0311771 | val_loss: 0.0311798 | Time: 1588.39 ms
[2022-01-11 20:47:18 main:574] : INFO : Epoch 1906 | loss: 0.0311766 | val_loss: 0.0311798 | Time: 1568.76 ms
[2022-01-11 20:47:19 main:574] : INFO : Epoch 1907 | loss: 0.0311757 | val_loss: 0.0311801 | Time: 1587.52 ms
[2022-01-11 20:47:21 main:574] : INFO : Epoch 1908 | loss: 0.0311817 | val_loss: 0.0311867 | Time: 1595.29 ms
[2022-01-11 20:47:23 main:574] : INFO : Epoch 1909 | loss: 0.0311781 | val_loss: 0.0311817 | Time: 1590.09 ms
[2022-01-11 20:47:24 main:574] : INFO : Epoch 1910 | loss: 0.0311759 | val_loss: 0.0311805 | Time: 1544.33 ms
[2022-01-11 20:47:26 main:574] : INFO : Epoch 1911 | loss: 0.0311777 | val_loss: 0.0311814 | Time: 1567.41 ms
[2022-01-11 20:47:27 main:574] : INFO : Epoch 1912 | loss: 0.0311785 | val_loss: 0.0311819 | Time: 1550.92 ms
[2022-01-11 20:47:29 main:574] : INFO : Epoch 1913 | loss: 0.0311766 | val_loss: 0.0311788 | Time: 1537.63 ms
[2022-01-11 20:47:30 main:574] : INFO : Epoch 1914 | loss: 0.0311754 | val_loss: 0.0311802 | Time: 1572.96 ms
[2022-01-11 20:47:32 main:574] : INFO : Epoch 1915 | loss: 0.0311761 | val_loss: 0.0311785 | Time: 1562.29 ms
[2022-01-11 20:47:34 main:574] : INFO : Epoch 1916 | loss: 0.0311768 | val_loss: 0.03118 | Time: 1593.81 ms
[2022-01-11 20:47:35 main:574] : INFO : Epoch 1917 | loss: 0.0311775 | val_loss: 0.0311807 | Time: 1568.32 ms
[2022-01-11 20:47:37 main:574] : INFO : Epoch 1918 | loss: 0.0311764 | val_loss: 0.0311806 | Time: 1522.44 ms
[2022-01-11 20:47:38 main:574] : INFO : Epoch 1919 | loss: 0.0311771 | val_loss: 0.0311783 | Time: 1573.94 ms
[2022-01-11 20:47:40 main:574] : INFO : Epoch 1920 | loss: 0.0311757 | val_loss: 0.0311812 | Time: 1573.75 ms
[2022-01-11 20:47:41 main:574] : INFO : Epoch 1921 | loss: 0.0311776 | val_loss: 0.03118 | Time: 1535.96 ms
[2022-01-11 20:47:43 main:574] : INFO : Epoch 1922 | loss: 0.0311757 | val_loss: 0.0311788 | Time: 1566.07 ms
[2022-01-11 20:47:44 main:574] : INFO : Epoch 1923 | loss: 0.0311755 | val_loss: 0.0311791 | Time: 1543.11 ms
[2022-01-11 20:47:46 main:574] : INFO : Epoch 1924 | loss: 0.0311759 | val_loss: 0.0311828 | Time: 1562.74 ms
[2022-01-11 20:47:48 main:574] : INFO : Epoch 1925 | loss: 0.0311766 | val_loss: 0.0311812 | Time: 1589.36 ms
[2022-01-11 20:47:49 main:574] : INFO : Epoch 1926 | loss: 0.031177 | val_loss: 0.03118 | Time: 1594.44 ms
[2022-01-11 20:47:51 main:574] : INFO : Epoch 1927 | loss: 0.0311761 | val_loss: 0.0311796 | Time: 1600.68 ms
[2022-01-11 20:47:52 main:574] : INFO : Epoch 1928 | loss: 0.03118 | val_loss: 0.0311915 | Time: 1616.86 ms
[2022-01-11 20:47:54 main:574] : INFO : Epoch 1929 | loss: 0.0311795 | val_loss: 0.0311788 | Time: 1576.27 ms
[2022-01-11 20:47:56 main:574] : INFO : Epoch 1930 | loss: 0.0311775 | val_loss: 0.03118 | Time: 1537.6 ms
[2022-01-11 20:47:57 main:574] : INFO : Epoch 1931 | loss: 0.0311756 | val_loss: 0.0311796 | Time: 1574.6 ms
[2022-01-11 20:47:59 main:574] : INFO : Epoch 1932 | loss: 0.0311766 | val_loss: 0.0311818 | Time: 1558.98 ms
[2022-01-11 20:48:00 main:574] : INFO : Epoch 1933 | loss: 0.0311786 | val_loss: 0.031186 | Time: 1580.84 ms
[2022-01-11 20:48:02 main:574] : INFO : Epoch 1934 | loss: 0.0311766 | val_loss: 0.0311791 | Time: 1572.18 ms
[2022-01-11 20:48:03 main:574] : INFO : Epoch 1935 | loss: 0.0311753 | val_loss: 0.0311794 | Time: 1552.75 ms
[2022-01-11 20:48:05 main:574] : INFO : Epoch 1936 | loss: 0.0311797 | val_loss: 0.0311828 | Time: 1571.69 ms
[2022-01-11 20:48:07 main:574] : INFO : Epoch 1937 | loss: 0.0311789 | val_loss: 0.0311844 | Time: 1570.03 ms
[2022-01-11 20:48:08 main:574] : INFO : Epoch 1938 | loss: 0.0311785 | val_loss: 0.0311793 | Time: 1612.07 ms
[2022-01-11 20:48:10 main:574] : INFO : Epoch 1939 | loss: 0.0311778 | val_loss: 0.0311814 | Time: 1612.75 ms
[2022-01-11 20:48:11 main:574] : INFO : Epoch 1940 | loss: 0.0311819 | val_loss: 0.0311805 | Time: 1611.5 ms
[2022-01-11 20:48:13 main:574] : INFO : Epoch 1941 | loss: 0.0311754 | val_loss: 0.0311801 | Time: 1578.11 ms
[2022-01-11 20:48:15 main:574] : INFO : Epoch 1942 | loss: 0.0311748 | val_loss: 0.0311865 | Time: 1605.88 ms
[2022-01-11 20:48:16 main:574] : INFO : Epoch 1943 | loss: 0.0311781 | val_loss: 0.0311788 | Time: 1571.55 ms
[2022-01-11 20:48:18 main:574] : INFO : Epoch 1944 | loss: 0.0311754 | val_loss: 0.0311782 | Time: 1562.59 ms
[2022-01-11 20:48:19 main:574] : INFO : Epoch 1945 | loss: 0.0311749 | val_loss: 0.0311872 | Time: 1576.11 ms
[2022-01-11 20:48:21 main:574] : INFO : Epoch 1946 | loss: 0.0311786 | val_loss: 0.0311801 | Time: 1585.39 ms
[2022-01-11 20:48:22 main:574] : INFO : Epoch 1947 | loss: 0.0311774 | val_loss: 0.0311801 | Time: 1580.15 ms
[2022-01-11 20:48:24 main:574] : INFO : Epoch 1948 | loss: 0.0311776 | val_loss: 0.0311815 | Time: 1589.56 ms
[2022-01-11 20:48:26 main:574] : INFO : Epoch 1949 | loss: 0.0311783 | val_loss: 0.0311861 | Time: 1604.81 ms
[2022-01-11 20:48:27 main:574] : INFO : Epoch 1950 | loss: 0.031178 | val_loss: 0.0311864 | Time: 1603.22 ms
[2022-01-11 20:48:29 main:574] : INFO : Epoch 1951 | loss: 0.0311811 | val_loss: 0.031181 | Time: 1596.52 ms
[2022-01-11 20:48:30 main:574] : INFO : Epoch 1952 | loss: 0.0311772 | val_loss: 0.0311801 | Time: 1556.96 ms
[2022-01-11 20:48:32 main:574] : INFO : Epoch 1953 | loss: 0.0311749 | val_loss: 0.0311803 | Time: 1596.09 ms
[2022-01-11 20:48:34 main:574] : INFO : Epoch 1954 | loss: 0.0311746 | val_loss: 0.0311801 | Time: 1567.18 ms
[2022-01-11 20:48:35 main:574] : INFO : Epoch 1955 | loss: 0.0311754 | val_loss: 0.0311794 | Time: 1607.51 ms
[2022-01-11 20:48:37 main:574] : INFO : Epoch 1956 | loss: 0.0311746 | val_loss: 0.0311811 | Time: 1579.41 ms
[2022-01-11 20:48:38 main:574] : INFO : Epoch 1957 | loss: 0.0311768 | val_loss: 0.0311797 | Time: 1600.57 ms
[2022-01-11 20:48:40 main:574] : INFO : Epoch 1958 | loss: 0.0311793 | val_loss: 0.0311831 | Time: 1578.1 ms
[2022-01-11 20:48:42 main:574] : INFO : Epoch 1959 | loss: 0.031177 | val_loss: 0.0311823 | Time: 1596.89 ms
[2022-01-11 20:48:43 main:574] : INFO : Epoch 1960 | loss: 0.0311785 | val_loss: 0.0311793 | Time: 1535.03 ms
[2022-01-11 20:48:45 main:574] : INFO : Epoch 1961 | loss: 0.0311757 | val_loss: 0.0311812 | Time: 1502.04 ms
[2022-01-11 20:48:46 main:574] : INFO : Epoch 1962 | loss: 0.0311763 | val_loss: 0.0311904 | Time: 1582.8 ms
[2022-01-11 20:48:48 main:574] : INFO : Epoch 1963 | loss: 0.0311786 | val_loss: 0.0311836 | Time: 1564.03 ms
[2022-01-11 20:48:49 main:574] : INFO : Epoch 1964 | loss: 0.0311762 | val_loss: 0.0311798 | Time: 1544.91 ms
[2022-01-11 20:48:51 main:574] : INFO : Epoch 1965 | loss: 0.0311749 | val_loss: 0.0311802 | Time: 1582.6 ms
[2022-01-11 20:48:53 main:574] : INFO : Epoch 1966 | loss: 0.0311748 | val_loss: 0.0311798 | Time: 1637.88 ms
[2022-01-11 20:48:54 main:574] : INFO : Epoch 1967 | loss: 0.0311748 | val_loss: 0.0311801 | Time: 1618.6 ms
[2022-01-11 20:48:56 main:574] : INFO : Epoch 1968 | loss: 0.0311753 | val_loss: 0.0311796 | Time: 1603.2 ms
[2022-01-11 20:48:57 main:574] : INFO : Epoch 1969 | loss: 0.0311745 | val_loss: 0.0311808 | Time: 1564.39 ms
[2022-01-11 20:48:59 main:574] : INFO : Epoch 1970 | loss: 0.0311783 | val_loss: 0.031183 | Time: 1576.9 ms
[2022-01-11 20:49:00 main:574] : INFO : Epoch 1971 | loss: 0.031178 | val_loss: 0.0311828 | Time: 1572.91 ms
[2022-01-11 20:49:02 main:574] : INFO : Epoch 1972 | loss: 0.0311809 | val_loss: 0.0311889 | Time: 1559.93 ms
[2022-01-11 20:49:04 main:574] : INFO : Epoch 1973 | loss: 0.0311811 | val_loss: 0.0311864 | Time: 1545.65 ms
[2022-01-11 20:49:05 main:574] : INFO : Epoch 1974 | loss: 0.0311793 | val_loss: 0.0311812 | Time: 1553.4 ms
[2022-01-11 20:49:07 main:574] : INFO : Epoch 1975 | loss: 0.0311781 | val_loss: 0.031186 | Time: 1575.92 ms
[2022-01-11 20:49:08 main:574] : INFO : Epoch 1976 | loss: 0.0311772 | val_loss: 0.0311802 | Time: 1580.05 ms
[2022-01-11 20:49:10 main:574] : INFO : Epoch 1977 | loss: 0.0311763 | val_loss: 0.0311865 | Time: 1604.26 ms
[2022-01-11 20:49:11 main:574] : INFO : Epoch 1978 | loss: 0.0311758 | val_loss: 0.0311805 | Time: 1566.89 ms
[2022-01-11 20:49:13 main:574] : INFO : Epoch 1979 | loss: 0.0311771 | val_loss: 0.0311787 | Time: 1595.02 ms
[2022-01-11 20:49:15 main:574] : INFO : Epoch 1980 | loss: 0.0311761 | val_loss: 0.0311794 | Time: 1533.56 ms
[2022-01-11 20:49:16 main:574] : INFO : Epoch 1981 | loss: 0.031175 | val_loss: 0.0311788 | Time: 1564.53 ms
[2022-01-11 20:49:18 main:574] : INFO : Epoch 1982 | loss: 0.0311745 | val_loss: 0.031179 | Time: 1549.27 ms
[2022-01-11 20:49:19 main:574] : INFO : Epoch 1983 | loss: 0.0311744 | val_loss: 0.03118 | Time: 1602.01 ms
[2022-01-11 20:49:21 main:574] : INFO : Epoch 1984 | loss: 0.0311743 | val_loss: 0.0311808 | Time: 1520.77 ms
[2022-01-11 20:49:22 main:574] : INFO : Epoch 1985 | loss: 0.0311748 | val_loss: 0.0311824 | Time: 1595.67 ms
[2022-01-11 20:49:24 main:574] : INFO : Epoch 1986 | loss: 0.0311759 | val_loss: 0.0311848 | Time: 1593.46 ms
[2022-01-11 20:49:26 main:574] : INFO : Epoch 1987 | loss: 0.0311761 | val_loss: 0.0311807 | Time: 1571.6 ms
[2022-01-11 20:49:27 main:574] : INFO : Epoch 1988 | loss: 0.0311763 | val_loss: 0.0311814 | Time: 1457.7 ms
[2022-01-11 20:49:29 main:574] : INFO : Epoch 1989 | loss: 0.0311761 | val_loss: 0.0311787 | Time: 1598.44 ms
[2022-01-11 20:49:30 main:574] : INFO : Epoch 1990 | loss: 0.0311742 | val_loss: 0.0311791 | Time: 1546.15 ms
[2022-01-11 20:49:32 main:574] : INFO : Epoch 1991 | loss: 0.0311742 | val_loss: 0.0311783 | Time: 1554.14 ms
[2022-01-11 20:49:33 main:574] : INFO : Epoch 1992 | loss: 0.0311751 | val_loss: 0.031181 | Time: 1565.47 ms
[2022-01-11 20:49:35 main:574] : INFO : Epoch 1993 | loss: 0.0311758 | val_loss: 0.0311794 | Time: 1581.04 ms
[2022-01-11 20:49:37 main:574] : INFO : Epoch 1994 | loss: 0.0311773 | val_loss: 0.0311811 | Time: 1601.7 ms
[2022-01-11 20:49:38 main:574] : INFO : Epoch 1995 | loss: 0.0311756 | val_loss: 0.0311794 | Time: 1562.12 ms
[2022-01-11 20:49:40 main:574] : INFO : Epoch 1996 | loss: 0.0311745 | val_loss: 0.0311792 | Time: 1518.56 ms
[2022-01-11 20:49:41 main:574] : INFO : Epoch 1997 | loss: 0.0311743 | val_loss: 0.0311783 | Time: 1623.6 ms
[2022-01-11 20:49:43 main:574] : INFO : Epoch 1998 | loss: 0.0311743 | val_loss: 0.0311791 | Time: 1623.52 ms
[2022-01-11 20:49:45 main:574] : INFO : Epoch 1999 | loss: 0.0311736 | val_loss: 0.0311783 | Time: 1629.79 ms
[2022-01-11 20:49:46 main:574] : INFO : Epoch 2000 | loss: 0.0311737 | val_loss: 0.0311798 | Time: 1596.38 ms
[2022-01-11 20:49:48 main:574] : INFO : Epoch 2001 | loss: 0.0311745 | val_loss: 0.0311796 | Time: 1591.74 ms
[2022-01-11 20:49:49 main:574] : INFO : Epoch 2002 | loss: 0.0311742 | val_loss: 0.0311793 | Time: 1579.17 ms
[2022-01-11 20:49:51 main:574] : INFO : Epoch 2003 | loss: 0.0311763 | val_loss: 0.0311796 | Time: 1607.93 ms
[2022-01-11 20:49:53 main:574] : INFO : Epoch 2004 | loss: 0.031178 | val_loss: 0.031178 | Time: 1632.43 ms
[2022-01-11 20:49:54 main:574] : INFO : Epoch 2005 | loss: 0.0311754 | val_loss: 0.0311802 | Time: 1589.51 ms
[2022-01-11 20:49:56 main:574] : INFO : Epoch 2006 | loss: 0.0311785 | val_loss: 0.0311803 | Time: 1522.3 ms
[2022-01-11 20:49:57 main:574] : INFO : Epoch 2007 | loss: 0.0311763 | val_loss: 0.0311792 | Time: 1606.69 ms
[2022-01-11 20:49:59 main:574] : INFO : Epoch 2008 | loss: 0.0311758 | val_loss: 0.0311788 | Time: 1593.87 ms
[2022-01-11 20:50:00 main:574] : INFO : Epoch 2009 | loss: 0.0311772 | val_loss: 0.0311779 | Time: 1599.78 ms
[2022-01-11 20:50:02 main:574] : INFO : Epoch 2010 | loss: 0.0311748 | val_loss: 0.0311776 | Time: 1556.36 ms
[2022-01-11 20:50:04 main:574] : INFO : Epoch 2011 | loss: 0.0311748 | val_loss: 0.0311791 | Time: 1597.61 ms
[2022-01-11 20:50:05 main:574] : INFO : Epoch 2012 | loss: 0.0311746 | val_loss: 0.0311776 | Time: 1556.58 ms
[2022-01-11 20:50:07 main:574] : INFO : Epoch 2013 | loss: 0.0311764 | val_loss: 0.0311869 | Time: 1604.29 ms
[2022-01-11 20:50:08 main:574] : INFO : Epoch 2014 | loss: 0.0311816 | val_loss: 0.0311856 | Time: 1576.47 ms
[2022-01-11 20:50:10 main:574] : INFO : Epoch 2015 | loss: 0.0311781 | val_loss: 0.0311797 | Time: 1545.39 ms
[2022-01-11 20:50:11 main:574] : INFO : Epoch 2016 | loss: 0.0311801 | val_loss: 0.0311809 | Time: 1527.72 ms
[2022-01-11 20:50:13 main:574] : INFO : Epoch 2017 | loss: 0.0311781 | val_loss: 0.0311779 | Time: 1569.15 ms
[2022-01-11 20:50:15 main:574] : INFO : Epoch 2018 | loss: 0.031175 | val_loss: 0.0311777 | Time: 1592.52 ms
[2022-01-11 20:50:16 main:574] : INFO : Epoch 2019 | loss: 0.031176 | val_loss: 0.0311778 | Time: 1601.84 ms
[2022-01-11 20:50:18 main:574] : INFO : Epoch 2020 | loss: 0.0311813 | val_loss: 0.0311983 | Time: 1525.49 ms
[2022-01-11 20:50:19 main:574] : INFO : Epoch 2021 | loss: 0.03118 | val_loss: 0.0311773 | Time: 1527.26 ms
[2022-01-11 20:50:21 main:574] : INFO : Epoch 2022 | loss: 0.0311749 | val_loss: 0.0311788 | Time: 1565.95 ms
[2022-01-11 20:50:22 main:574] : INFO : Epoch 2023 | loss: 0.0311764 | val_loss: 0.0311771 | Time: 1553.03 ms
[2022-01-11 20:50:24 main:574] : INFO : Epoch 2024 | loss: 0.0311763 | val_loss: 0.0311788 | Time: 1583.19 ms
[2022-01-11 20:50:26 main:574] : INFO : Epoch 2025 | loss: 0.0311772 | val_loss: 0.0311787 | Time: 1564.54 ms
[2022-01-11 20:50:27 main:574] : INFO : Epoch 2026 | loss: 0.0311753 | val_loss: 0.0311783 | Time: 1539.59 ms
[2022-01-11 20:50:29 main:574] : INFO : Epoch 2027 | loss: 0.0311756 | val_loss: 0.0311774 | Time: 1585.9 ms
[2022-01-11 20:50:30 main:574] : INFO : Epoch 2028 | loss: 0.0311743 | val_loss: 0.0311782 | Time: 1525.71 ms
[2022-01-11 20:50:32 main:574] : INFO : Epoch 2029 | loss: 0.0311757 | val_loss: 0.0311765 | Time: 1549.87 ms
[2022-01-11 20:50:33 main:574] : INFO : Epoch 2030 | loss: 0.0311774 | val_loss: 0.0311781 | Time: 1574.82 ms
[2022-01-11 20:50:35 main:574] : INFO : Epoch 2031 | loss: 0.0311763 | val_loss: 0.0311776 | Time: 1562.35 ms
[2022-01-11 20:50:36 main:574] : INFO : Epoch 2032 | loss: 0.0311744 | val_loss: 0.0311766 | Time: 1539.79 ms
[2022-01-11 20:50:38 main:574] : INFO : Epoch 2033 | loss: 0.0311767 | val_loss: 0.031178 | Time: 1562.81 ms
[2022-01-11 20:50:40 main:574] : INFO : Epoch 2034 | loss: 0.0311763 | val_loss: 0.031179 | Time: 1540.37 ms
[2022-01-11 20:50:41 main:574] : INFO : Epoch 2035 | loss: 0.031175 | val_loss: 0.0311845 | Time: 1558.44 ms
[2022-01-11 20:50:43 main:574] : INFO : Epoch 2036 | loss: 0.0311765 | val_loss: 0.0311834 | Time: 1533.96 ms
[2022-01-11 20:50:44 main:574] : INFO : Epoch 2037 | loss: 0.0311789 | val_loss: 0.0311797 | Time: 1542.76 ms
[2022-01-11 20:50:46 main:574] : INFO : Epoch 2038 | loss: 0.0311754 | val_loss: 0.0311766 | Time: 1589.49 ms
[2022-01-11 20:50:47 main:574] : INFO : Epoch 2039 | loss: 0.0311753 | val_loss: 0.031177 | Time: 1531.77 ms
[2022-01-11 20:50:49 main:574] : INFO : Epoch 2040 | loss: 0.0311757 | val_loss: 0.0311758 | Time: 1569.23 ms
[2022-01-11 20:50:50 main:574] : INFO : Epoch 2041 | loss: 0.0311765 | val_loss: 0.0311774 | Time: 1597.44 ms
[2022-01-11 20:50:52 main:574] : INFO : Epoch 2042 | loss: 0.031175 | val_loss: 0.0311777 | Time: 1555.6 ms
[2022-01-11 20:50:54 main:574] : INFO : Epoch 2043 | loss: 0.0311761 | val_loss: 0.0311798 | Time: 1561.18 ms
[2022-01-11 20:50:55 main:574] : INFO : Epoch 2044 | loss: 0.0311789 | val_loss: 0.0311773 | Time: 1576.34 ms
[2022-01-11 20:50:57 main:574] : INFO : Epoch 2045 | loss: 0.0311747 | val_loss: 0.0311796 | Time: 1606.08 ms
[2022-01-11 20:50:58 main:574] : INFO : Epoch 2046 | loss: 0.0311762 | val_loss: 0.0311824 | Time: 1633.24 ms
[2022-01-11 20:51:00 main:574] : INFO : Epoch 2047 | loss: 0.0311772 | val_loss: 0.0311759 | Time: 1628.25 ms
[2022-01-11 20:51:02 main:574] : INFO : Epoch 2048 | loss: 0.0311753 | val_loss: 0.0311844 | Time: 1552.58 ms
[2022-01-11 20:51:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311844
[2022-01-11 20:51:02 main:603] : INFO : Saving end state to config to file
[2022-01-11 20:51:02 main:608] : INFO : Success, exiting..
20:51:02 (4836): called boinc_finish(0)
</stderr_txt>
]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)