Task 10216352
| Name | ParityModified-1638637375-21892-2-0_0 |
| Workunit | 7579790 |
| Created | 26 Dec 2021, 22:01:38 UTC |
| Sent | 12 Jan 2022, 4:32:01 UTC |
| Report deadline | 20 Jan 2022, 4:32:01 UTC |
| Received | 12 Jan 2022, 19:27:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16815 |
| Run time | 1 hours 39 min 17 sec |
| CPU time | 1 hours 39 min 3 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 | 2.52 GB |
| Peak swap size | 4.40 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: 0.0311635 | val_loss: 0.0311824 | Time: 1556.08 ms
[2022-01-12 13:13:50 main:574] : INFO : Epoch 1543 | loss: 0.0311633 | val_loss: 0.0311817 | Time: 1559.07 ms
[2022-01-12 13:13:51 main:574] : INFO : Epoch 1544 | loss: 0.031163 | val_loss: 0.0311834 | Time: 1611.11 ms
[2022-01-12 13:13:53 main:574] : INFO : Epoch 1545 | loss: 0.0311638 | val_loss: 0.0311832 | Time: 1529.88 ms
[2022-01-12 13:13:54 main:574] : INFO : Epoch 1546 | loss: 0.0311632 | val_loss: 0.0311825 | Time: 1514.78 ms
[2022-01-12 13:13:56 main:574] : INFO : Epoch 1547 | loss: 0.0311628 | val_loss: 0.0311831 | Time: 1560.27 ms
[2022-01-12 13:13:58 main:574] : INFO : Epoch 1548 | loss: 0.0311646 | val_loss: 0.0311871 | Time: 1526.26 ms
[2022-01-12 13:13:59 main:574] : INFO : Epoch 1549 | loss: 0.0311634 | val_loss: 0.031181 | Time: 1577.36 ms
[2022-01-12 13:14:01 main:574] : INFO : Epoch 1550 | loss: 0.0311609 | val_loss: 0.0311826 | Time: 1602.34 ms
[2022-01-12 13:14:02 main:574] : INFO : Epoch 1551 | loss: 0.0311606 | val_loss: 0.031182 | Time: 1559.7 ms
[2022-01-12 13:14:04 main:574] : INFO : Epoch 1552 | loss: 0.0311615 | val_loss: 0.0311825 | Time: 1603.56 ms
[2022-01-12 13:14:06 main:574] : INFO : Epoch 1553 | loss: 0.0311621 | val_loss: 0.0311888 | Time: 1632.41 ms
[2022-01-12 13:14:07 main:574] : INFO : Epoch 1554 | loss: 0.031164 | val_loss: 0.0311849 | Time: 1566.73 ms
[2022-01-12 13:14:09 main:574] : INFO : Epoch 1555 | loss: 0.0311658 | val_loss: 0.0311832 | Time: 1565.68 ms
[2022-01-12 13:14:10 main:574] : INFO : Epoch 1556 | loss: 0.0311643 | val_loss: 0.0311832 | Time: 1566.29 ms
[2022-01-12 13:14:12 main:574] : INFO : Epoch 1557 | loss: 0.0311642 | val_loss: 0.0311867 | Time: 1584.46 ms
[2022-01-12 13:14:13 main:574] : INFO : Epoch 1558 | loss: 0.0311625 | val_loss: 0.0311822 | Time: 1516.12 ms
[2022-01-12 13:14:15 main:574] : INFO : Epoch 1559 | loss: 0.0311638 | val_loss: 0.0311795 | Time: 1562.16 ms
[2022-01-12 13:14:17 main:574] : INFO : Epoch 1560 | loss: 0.0311621 | val_loss: 0.0311842 | Time: 1623.11 ms
[2022-01-12 13:14:18 main:574] : INFO : Epoch 1561 | loss: 0.0311614 | val_loss: 0.0311838 | Time: 1569.59 ms
[2022-01-12 13:14:20 main:574] : INFO : Epoch 1562 | loss: 0.0311638 | val_loss: 0.0311881 | Time: 1505.05 ms
[2022-01-12 13:14:21 main:574] : INFO : Epoch 1563 | loss: 0.031162 | val_loss: 0.0311885 | Time: 1591.76 ms
[2022-01-12 13:14:23 main:574] : INFO : Epoch 1564 | loss: 0.0311641 | val_loss: 0.0311956 | Time: 1542.51 ms
[2022-01-12 13:14:24 main:574] : INFO : Epoch 1565 | loss: 0.0311639 | val_loss: 0.0311823 | Time: 1529.71 ms
[2022-01-12 13:14:26 main:574] : INFO : Epoch 1566 | loss: 0.0311614 | val_loss: 0.0311896 | Time: 1603.51 ms
[2022-01-12 13:14:27 main:574] : INFO : Epoch 1567 | loss: 0.0311642 | val_loss: 0.0311838 | Time: 1572.55 ms
[2022-01-12 13:14:29 main:574] : INFO : Epoch 1568 | loss: 0.0311605 | val_loss: 0.0311818 | Time: 1541.7 ms
[2022-01-12 13:14:31 main:574] : INFO : Epoch 1569 | loss: 0.0311607 | val_loss: 0.0311828 | Time: 1622.72 ms
[2022-01-12 13:14:32 main:574] : INFO : Epoch 1570 | loss: 0.0311605 | val_loss: 0.0311861 | Time: 1555.94 ms
[2022-01-12 13:14:34 main:574] : INFO : Epoch 1571 | loss: 0.0311599 | val_loss: 0.0311827 | Time: 1608.05 ms
[2022-01-12 13:14:35 main:574] : INFO : Epoch 1572 | loss: 0.0311635 | val_loss: 0.0311847 | Time: 1538.06 ms
[2022-01-12 13:14:37 main:574] : INFO : Epoch 1573 | loss: 0.0311703 | val_loss: 0.0311853 | Time: 1586.23 ms
[2022-01-12 13:14:39 main:574] : INFO : Epoch 1574 | loss: 0.0311696 | val_loss: 0.0311841 | Time: 1574.41 ms
[2022-01-12 13:14:40 main:574] : INFO : Epoch 1575 | loss: 0.0311654 | val_loss: 0.031182 | Time: 1579.69 ms
[2022-01-12 13:14:42 main:574] : INFO : Epoch 1576 | loss: 0.0311636 | val_loss: 0.0311814 | Time: 1546.39 ms
[2022-01-12 13:14:43 main:574] : INFO : Epoch 1577 | loss: 0.031163 | val_loss: 0.0311819 | Time: 1602.84 ms
[2022-01-12 13:14:45 main:574] : INFO : Epoch 1578 | loss: 0.0311629 | val_loss: 0.0311808 | Time: 1536.09 ms
[2022-01-12 13:14:46 main:574] : INFO : Epoch 1579 | loss: 0.0311624 | val_loss: 0.0311842 | Time: 1592.59 ms
[2022-01-12 13:14:48 main:574] : INFO : Epoch 1580 | loss: 0.0311631 | val_loss: 0.0311801 | Time: 1536.25 ms
[2022-01-12 13:14:50 main:574] : INFO : Epoch 1581 | loss: 0.0311618 | val_loss: 0.0311835 | Time: 1611.84 ms
[2022-01-12 13:14:51 main:574] : INFO : Epoch 1582 | loss: 0.0311657 | val_loss: 0.0311884 | Time: 1517.84 ms
[2022-01-12 13:14:53 main:574] : INFO : Epoch 1583 | loss: 0.031166 | val_loss: 0.0311855 | Time: 1548.18 ms
[2022-01-12 13:14:54 main:574] : INFO : Epoch 1584 | loss: 0.0311649 | val_loss: 0.0311815 | Time: 1547.36 ms
[2022-01-12 13:14:56 main:574] : INFO : Epoch 1585 | loss: 0.0311664 | val_loss: 0.0311811 | Time: 1541.11 ms
[2022-01-12 13:14:57 main:574] : INFO : Epoch 1586 | loss: 0.0311643 | val_loss: 0.0311822 | Time: 1558.08 ms
[2022-01-12 13:14:59 main:574] : INFO : Epoch 1587 | loss: 0.031163 | val_loss: 0.031182 | Time: 1604.62 ms
[2022-01-12 13:15:00 main:574] : INFO : Epoch 1588 | loss: 0.0311647 | val_loss: 0.0311843 | Time: 1540.13 ms
[2022-01-12 13:15:02 main:574] : INFO : Epoch 1589 | loss: 0.0311683 | val_loss: 0.0311832 | Time: 1629.1 ms
[2022-01-12 13:15:04 main:574] : INFO : Epoch 1590 | loss: 0.0311683 | val_loss: 0.0311835 | Time: 1553.79 ms
[2022-01-12 13:15:05 main:574] : INFO : Epoch 1591 | loss: 0.031166 | val_loss: 0.0311821 | Time: 1517.45 ms
[2022-01-12 13:15:07 main:574] : INFO : Epoch 1592 | loss: 0.0311654 | val_loss: 0.0311839 | Time: 1522.92 ms
[2022-01-12 13:15:08 main:574] : INFO : Epoch 1593 | loss: 0.031163 | val_loss: 0.0311817 | Time: 1554.31 ms
[2022-01-12 13:15:10 main:574] : INFO : Epoch 1594 | loss: 0.0311629 | val_loss: 0.0311816 | Time: 1618.83 ms
[2022-01-12 13:15:11 main:574] : INFO : Epoch 1595 | loss: 0.0311616 | val_loss: 0.0311819 | Time: 1551.49 ms
[2022-01-12 13:15:13 main:574] : INFO : Epoch 1596 | loss: 0.0311641 | val_loss: 0.0311887 | Time: 1578.84 ms
[2022-01-12 13:15:14 main:574] : INFO : Epoch 1597 | loss: 0.0311701 | val_loss: 0.0311898 | Time: 1502.15 ms
[2022-01-12 13:15:16 main:574] : INFO : Epoch 1598 | loss: 0.0311674 | val_loss: 0.0311842 | Time: 1519.56 ms
[2022-01-12 13:15:18 main:574] : INFO : Epoch 1599 | loss: 0.0311661 | val_loss: 0.0311822 | Time: 1570.61 ms
[2022-01-12 13:15:19 main:574] : INFO : Epoch 1600 | loss: 0.0311645 | val_loss: 0.0311858 | Time: 1622.59 ms
[2022-01-12 13:15:21 main:574] : INFO : Epoch 1601 | loss: 0.0311642 | val_loss: 0.0311805 | Time: 1535.82 ms
[2022-01-12 13:15:22 main:574] : INFO : Epoch 1602 | loss: 0.0311621 | val_loss: 0.0311811 | Time: 1561.09 ms
[2022-01-12 13:15:24 main:574] : INFO : Epoch 1603 | loss: 0.0311621 | val_loss: 0.0311852 | Time: 1549.23 ms
[2022-01-12 13:15:25 main:574] : INFO : Epoch 1604 | loss: 0.031161 | val_loss: 0.0311825 | Time: 1561.38 ms
[2022-01-12 13:15:27 main:574] : INFO : Epoch 1605 | loss: 0.0311598 | val_loss: 0.031181 | Time: 1571.78 ms
[2022-01-12 13:15:29 main:574] : INFO : Epoch 1606 | loss: 0.0311605 | val_loss: 0.0311873 | Time: 1547.78 ms
[2022-01-12 13:15:30 main:574] : INFO : Epoch 1607 | loss: 0.0311611 | val_loss: 0.0311832 | Time: 1600.18 ms
[2022-01-12 13:15:32 main:574] : INFO : Epoch 1608 | loss: 0.0311619 | val_loss: 0.0311828 | Time: 1626.28 ms
[2022-01-12 13:15:33 main:574] : INFO : Epoch 1609 | loss: 0.0311623 | val_loss: 0.0311845 | Time: 1638.35 ms
[2022-01-12 13:15:35 main:574] : INFO : Epoch 1610 | loss: 0.0311632 | val_loss: 0.031183 | Time: 1552.91 ms
[2022-01-12 13:15:37 main:574] : INFO : Epoch 1611 | loss: 0.0311627 | val_loss: 0.0311877 | Time: 1562.08 ms
[2022-01-12 13:15:38 main:574] : INFO : Epoch 1612 | loss: 0.0311625 | val_loss: 0.0311809 | Time: 1576.61 ms
[2022-01-12 13:15:40 main:574] : INFO : Epoch 1613 | loss: 0.0311631 | val_loss: 0.0311831 | Time: 1553.97 ms
[2022-01-12 13:15:41 main:574] : INFO : Epoch 1614 | loss: 0.0311646 | val_loss: 0.0311875 | Time: 1552.86 ms
[2022-01-12 13:15:43 main:574] : INFO : Epoch 1615 | loss: 0.0311633 | val_loss: 0.0311807 | Time: 1557.45 ms
[2022-01-12 13:15:44 main:574] : INFO : Epoch 1616 | loss: 0.0311641 | val_loss: 0.0311914 | Time: 1562.9 ms
[2022-01-12 13:15:46 main:574] : INFO : Epoch 1617 | loss: 0.0311675 | val_loss: 0.0311865 | Time: 1597.12 ms
[2022-01-12 13:15:48 main:574] : INFO : Epoch 1618 | loss: 0.0311647 | val_loss: 0.0311837 | Time: 1572.86 ms
[2022-01-12 13:15:49 main:574] : INFO : Epoch 1619 | loss: 0.0311657 | val_loss: 0.0311922 | Time: 1528.64 ms
[2022-01-12 13:15:51 main:574] : INFO : Epoch 1620 | loss: 0.0311629 | val_loss: 0.0311818 | Time: 1540.59 ms
[2022-01-12 13:15:52 main:574] : INFO : Epoch 1621 | loss: 0.0311626 | val_loss: 0.0311857 | Time: 1551.62 ms
[2022-01-12 13:15:54 main:574] : INFO : Epoch 1622 | loss: 0.0311629 | val_loss: 0.0311825 | Time: 1586.08 ms
[2022-01-12 13:15:55 main:574] : INFO : Epoch 1623 | loss: 0.0311609 | val_loss: 0.0311847 | Time: 1572.44 ms
[2022-01-12 13:15:57 main:574] : INFO : Epoch 1624 | loss: 0.0311603 | val_loss: 0.0311803 | Time: 1616.9 ms
[2022-01-12 13:15:58 main:574] : INFO : Epoch 1625 | loss: 0.0311594 | val_loss: 0.0311867 | Time: 1530.21 ms
[2022-01-12 13:16:00 main:574] : INFO : Epoch 1626 | loss: 0.0311597 | val_loss: 0.0311808 | Time: 1569.97 ms
[2022-01-12 13:16:02 main:574] : INFO : Epoch 1627 | loss: 0.0311607 | val_loss: 0.0311848 | Time: 1595.54 ms
[2022-01-12 13:16:03 main:574] : INFO : Epoch 1628 | loss: 0.0311609 | val_loss: 0.0311865 | Time: 1599.17 ms
[2022-01-12 13:16:05 main:574] : INFO : Epoch 1629 | loss: 0.0311598 | val_loss: 0.0311787 | Time: 1589.67 ms
[2022-01-12 13:16:06 main:574] : INFO : Epoch 1630 | loss: 0.031159 | val_loss: 0.0311862 | Time: 1574.42 ms
[2022-01-12 13:16:08 main:574] : INFO : Epoch 1631 | loss: 0.0311586 | val_loss: 0.0311798 | Time: 1599.88 ms
[2022-01-12 13:16:10 main:574] : INFO : Epoch 1632 | loss: 0.03116 | val_loss: 0.0311818 | Time: 1592.22 ms
[2022-01-12 13:16:11 main:574] : INFO : Epoch 1633 | loss: 0.0311589 | val_loss: 0.0311793 | Time: 1565.32 ms
[2022-01-12 13:16:13 main:574] : INFO : Epoch 1634 | loss: 0.0311592 | val_loss: 0.0311823 | Time: 1569.2 ms
[2022-01-12 13:16:14 main:574] : INFO : Epoch 1635 | loss: 0.0311595 | val_loss: 0.0311832 | Time: 1559.78 ms
[2022-01-12 13:16:16 main:574] : INFO : Epoch 1636 | loss: 0.0311598 | val_loss: 0.0311809 | Time: 1557.14 ms
[2022-01-12 13:16:17 main:574] : INFO : Epoch 1637 | loss: 0.031164 | val_loss: 0.0311827 | Time: 1571.09 ms
[2022-01-12 13:16:19 main:574] : INFO : Epoch 1638 | loss: 0.0311641 | val_loss: 0.0311815 | Time: 1597.74 ms
[2022-01-12 13:16:21 main:574] : INFO : Epoch 1639 | loss: 0.0311634 | val_loss: 0.0311836 | Time: 1571.34 ms
[2022-01-12 13:16:22 main:574] : INFO : Epoch 1640 | loss: 0.031163 | val_loss: 0.031183 | Time: 1607.32 ms
[2022-01-12 13:16:24 main:574] : INFO : Epoch 1641 | loss: 0.0311634 | val_loss: 0.0311814 | Time: 1539.38 ms
[2022-01-12 13:16:25 main:574] : INFO : Epoch 1642 | loss: 0.0311624 | val_loss: 0.0311825 | Time: 1553.85 ms
[2022-01-12 13:16:27 main:574] : INFO : Epoch 1643 | loss: 0.0311639 | val_loss: 0.031182 | Time: 1565.05 ms
[2022-01-12 13:16:28 main:574] : INFO : Epoch 1644 | loss: 0.0311615 | val_loss: 0.0311796 | Time: 1577.96 ms
[2022-01-12 13:16:30 main:574] : INFO : Epoch 1645 | loss: 0.0311615 | val_loss: 0.0311868 | Time: 1498.92 ms
[2022-01-12 13:16:31 main:574] : INFO : Epoch 1646 | loss: 0.0311618 | val_loss: 0.0311832 | Time: 1525.72 ms
[2022-01-12 13:16:33 main:574] : INFO : Epoch 1647 | loss: 0.0311635 | val_loss: 0.0311833 | Time: 1523.25 ms
[2022-01-12 13:16:35 main:574] : INFO : Epoch 1648 | loss: 0.0311603 | val_loss: 0.0311827 | Time: 1549.63 ms
[2022-01-12 13:16:36 main:574] : INFO : Epoch 1649 | loss: 0.0311629 | val_loss: 0.0311841 | Time: 1588.18 ms
[2022-01-12 13:16:38 main:574] : INFO : Epoch 1650 | loss: 0.0311633 | val_loss: 0.0311836 | Time: 1538.29 ms
[2022-01-12 13:16:39 main:574] : INFO : Epoch 1651 | loss: 0.0311615 | val_loss: 0.0311833 | Time: 1588.59 ms
[2022-01-12 13:16:41 main:574] : INFO : Epoch 1652 | loss: 0.0311618 | val_loss: 0.0311861 | Time: 1575.8 ms
[2022-01-12 13:16:42 main:574] : INFO : Epoch 1653 | loss: 0.0311625 | val_loss: 0.0311839 | Time: 1548.54 ms
[2022-01-12 13:16:44 main:574] : INFO : Epoch 1654 | loss: 0.0311604 | val_loss: 0.0311839 | Time: 1490.52 ms
[2022-01-12 13:16:46 main:574] : INFO : Epoch 1655 | loss: 0.0311595 | val_loss: 0.0311839 | Time: 1594.82 ms
[2022-01-12 13:16:47 main:574] : INFO : Epoch 1656 | loss: 0.0311606 | val_loss: 0.0311944 | Time: 1554.5 ms
[2022-01-12 13:16:49 main:574] : INFO : Epoch 1657 | loss: 0.0311659 | val_loss: 0.0311823 | Time: 1577.44 ms
[2022-01-12 13:16:50 main:574] : INFO : Epoch 1658 | loss: 0.0311612 | val_loss: 0.0311832 | Time: 1594.52 ms
[2022-01-12 13:16:52 main:574] : INFO : Epoch 1659 | loss: 0.0311591 | val_loss: 0.0311825 | Time: 1580.59 ms
[2022-01-12 13:16:53 main:574] : INFO : Epoch 1660 | loss: 0.0311589 | val_loss: 0.0311836 | Time: 1554.43 ms
[2022-01-12 13:16:55 main:574] : INFO : Epoch 1661 | loss: 0.0311585 | val_loss: 0.0311847 | Time: 1520.78 ms
[2022-01-12 13:16:57 main:574] : INFO : Epoch 1662 | loss: 0.0311613 | val_loss: 0.0311849 | Time: 1627.23 ms
[2022-01-12 13:16:58 main:574] : INFO : Epoch 1663 | loss: 0.0311617 | val_loss: 0.0311817 | Time: 1604.46 ms
[2022-01-12 13:17:00 main:574] : INFO : Epoch 1664 | loss: 0.0311602 | val_loss: 0.0311835 | Time: 1620.53 ms
[2022-01-12 13:17:01 main:574] : INFO : Epoch 1665 | loss: 0.0311583 | val_loss: 0.0311826 | Time: 1577.69 ms
[2022-01-12 13:17:03 main:574] : INFO : Epoch 1666 | loss: 0.0311587 | val_loss: 0.0311807 | Time: 1584.18 ms
[2022-01-12 13:17:05 main:574] : INFO : Epoch 1667 | loss: 0.0311593 | val_loss: 0.0311846 | Time: 1577.55 ms
[2022-01-12 13:17:06 main:574] : INFO : Epoch 1668 | loss: 0.0311589 | val_loss: 0.0311835 | Time: 1616.17 ms
[2022-01-12 13:17:08 main:574] : INFO : Epoch 1669 | loss: 0.0311587 | val_loss: 0.0311829 | Time: 1582.7 ms
[2022-01-12 13:17:09 main:574] : INFO : Epoch 1670 | loss: 0.031159 | val_loss: 0.0311834 | Time: 1561.64 ms
[2022-01-12 13:17:11 main:574] : INFO : Epoch 1671 | loss: 0.0311589 | val_loss: 0.0311826 | Time: 1556.87 ms
[2022-01-12 13:17:12 main:574] : INFO : Epoch 1672 | loss: 0.031158 | val_loss: 0.0311841 | Time: 1620.65 ms
[2022-01-12 13:17:14 main:574] : INFO : Epoch 1673 | loss: 0.0311588 | val_loss: 0.0311843 | Time: 1551.53 ms
[2022-01-12 13:17:16 main:574] : INFO : Epoch 1674 | loss: 0.0311622 | val_loss: 0.0311934 | Time: 1589.14 ms
[2022-01-12 13:17:17 main:574] : INFO : Epoch 1675 | loss: 0.0311628 | val_loss: 0.0311818 | Time: 1598.58 ms
[2022-01-12 13:17:19 main:574] : INFO : Epoch 1676 | loss: 0.0311607 | val_loss: 0.0311842 | Time: 1549.77 ms
[2022-01-12 13:17:20 main:574] : INFO : Epoch 1677 | loss: 0.0311629 | val_loss: 0.0311882 | Time: 1599.27 ms
[2022-01-12 13:17:22 main:574] : INFO : Epoch 1678 | loss: 0.0311613 | val_loss: 0.0311838 | Time: 1544.88 ms
[2022-01-12 13:17:23 main:574] : INFO : Epoch 1679 | loss: 0.0311607 | val_loss: 0.0311864 | Time: 1568.52 ms
[2022-01-12 13:17:25 main:574] : INFO : Epoch 1680 | loss: 0.0311591 | val_loss: 0.031183 | Time: 1564.17 ms
[2022-01-12 13:17:27 main:574] : INFO : Epoch 1681 | loss: 0.0311592 | val_loss: 0.0311828 | Time: 1536.1 ms
[2022-01-12 13:17:28 main:574] : INFO : Epoch 1682 | loss: 0.0311584 | val_loss: 0.0311858 | Time: 1542.23 ms
[2022-01-12 13:17:30 main:574] : INFO : Epoch 1683 | loss: 0.0311597 | val_loss: 0.0311815 | Time: 1543.01 ms
[2022-01-12 13:17:31 main:574] : INFO : Epoch 1684 | loss: 0.0311612 | val_loss: 0.0311826 | Time: 1602.33 ms
[2022-01-12 13:17:33 main:574] : INFO : Epoch 1685 | loss: 0.0311626 | val_loss: 0.0311846 | Time: 1526.45 ms
[2022-01-12 13:17:34 main:574] : INFO : Epoch 1686 | loss: 0.0311615 | val_loss: 0.0311877 | Time: 1594.89 ms
[2022-01-12 13:17:36 main:574] : INFO : Epoch 1687 | loss: 0.0311629 | val_loss: 0.0311865 | Time: 1583.22 ms
[2022-01-12 13:17:38 main:574] : INFO : Epoch 1688 | loss: 0.0311598 | val_loss: 0.0311836 | Time: 1590.71 ms
[2022-01-12 13:17:39 main:574] : INFO : Epoch 1689 | loss: 0.0311606 | val_loss: 0.0311817 | Time: 1552.32 ms
[2022-01-12 13:17:41 main:574] : INFO : Epoch 1690 | loss: 0.0311598 | val_loss: 0.0311826 | Time: 1503.89 ms
[2022-01-12 13:17:42 main:574] : INFO : Epoch 1691 | loss: 0.0311592 | val_loss: 0.0311847 | Time: 1570.82 ms
[2022-01-12 13:17:44 main:574] : INFO : Epoch 1692 | loss: 0.0311604 | val_loss: 0.0311814 | Time: 1559.19 ms
[2022-01-12 13:17:45 main:574] : INFO : Epoch 1693 | loss: 0.0311596 | val_loss: 0.0311848 | Time: 1538.39 ms
[2022-01-12 13:17:47 main:574] : INFO : Epoch 1694 | loss: 0.0311605 | val_loss: 0.0311853 | Time: 1596.47 ms
[2022-01-12 13:17:48 main:574] : INFO : Epoch 1695 | loss: 0.0311601 | val_loss: 0.0311831 | Time: 1575.92 ms
[2022-01-12 13:17:50 main:574] : INFO : Epoch 1696 | loss: 0.0311597 | val_loss: 0.031186 | Time: 1549.72 ms
[2022-01-12 13:17:52 main:574] : INFO : Epoch 1697 | loss: 0.031161 | val_loss: 0.0311814 | Time: 1623.47 ms
[2022-01-12 13:17:53 main:574] : INFO : Epoch 1698 | loss: 0.031158 | val_loss: 0.0311839 | Time: 1566.97 ms
[2022-01-12 13:17:55 main:574] : INFO : Epoch 1699 | loss: 0.031157 | val_loss: 0.0311879 | Time: 1537.21 ms
[2022-01-12 13:17:56 main:574] : INFO : Epoch 1700 | loss: 0.031159 | val_loss: 0.0311876 | Time: 1543.74 ms
[2022-01-12 13:17:58 main:574] : INFO : Epoch 1701 | loss: 0.0311599 | val_loss: 0.0311818 | Time: 1530.06 ms
[2022-01-12 13:17:59 main:574] : INFO : Epoch 1702 | loss: 0.0311596 | val_loss: 0.0311818 | Time: 1594.89 ms
[2022-01-12 13:18:01 main:574] : INFO : Epoch 1703 | loss: 0.0311575 | val_loss: 0.031186 | Time: 1546.16 ms
[2022-01-12 13:18:03 main:574] : INFO : Epoch 1704 | loss: 0.0311589 | val_loss: 0.0311842 | Time: 1595.15 ms
[2022-01-12 13:18:04 main:574] : INFO : Epoch 1705 | loss: 0.0311572 | val_loss: 0.0311787 | Time: 1590.3 ms
[2022-01-12 13:18:06 main:574] : INFO : Epoch 1706 | loss: 0.0311577 | val_loss: 0.031182 | Time: 1535.17 ms
[2022-01-12 13:18:07 main:574] : INFO : Epoch 1707 | loss: 0.0311567 | val_loss: 0.0311817 | Time: 1620.51 ms
[2022-01-12 13:18:09 main:574] : INFO : Epoch 1708 | loss: 0.0311595 | val_loss: 0.031179 | Time: 1562.11 ms
[2022-01-12 13:18:11 main:574] : INFO : Epoch 1709 | loss: 0.0311568 | val_loss: 0.0311832 | Time: 1576.06 ms
[2022-01-12 13:18:12 main:574] : INFO : Epoch 1710 | loss: 0.0311569 | val_loss: 0.0311829 | Time: 1563.03 ms
[2022-01-12 13:18:14 main:574] : INFO : Epoch 1711 | loss: 0.0311577 | val_loss: 0.0311793 | Time: 1585.3 ms
[2022-01-12 13:18:15 main:574] : INFO : Epoch 1712 | loss: 0.0311578 | val_loss: 0.03118 | Time: 1568.67 ms
[2022-01-12 13:18:17 main:574] : INFO : Epoch 1713 | loss: 0.0311569 | val_loss: 0.0311835 | Time: 1578.25 ms
[2022-01-12 13:18:18 main:574] : INFO : Epoch 1714 | loss: 0.031159 | val_loss: 0.0311768 | Time: 1619.5 ms
[2022-01-12 13:18:20 main:574] : INFO : Epoch 1715 | loss: 0.0311596 | val_loss: 0.0311874 | Time: 1590.01 ms
[2022-01-12 13:18:22 main:574] : INFO : Epoch 1716 | loss: 0.0311725 | val_loss: 0.0311865 | Time: 1562.67 ms
[2022-01-12 13:18:23 main:574] : INFO : Epoch 1717 | loss: 0.0311826 | val_loss: 0.0311805 | Time: 1572.34 ms
[2022-01-12 13:18:25 main:574] : INFO : Epoch 1718 | loss: 0.0311811 | val_loss: 0.0311805 | Time: 1582.59 ms
[2022-01-12 13:18:26 main:574] : INFO : Epoch 1719 | loss: 0.0311815 | val_loss: 0.0311787 | Time: 1545.88 ms
[2022-01-12 13:18:28 main:574] : INFO : Epoch 1720 | loss: 0.0311793 | val_loss: 0.031178 | Time: 1530.63 ms
[2022-01-12 13:18:29 main:574] : INFO : Epoch 1721 | loss: 0.031179 | val_loss: 0.0311793 | Time: 1600.87 ms
[2022-01-12 13:18:31 main:574] : INFO : Epoch 1722 | loss: 0.031179 | val_loss: 0.0311794 | Time: 1543.57 ms
[2022-01-12 13:18:33 main:574] : INFO : Epoch 1723 | loss: 0.0311764 | val_loss: 0.0311805 | Time: 1551.96 ms
[2022-01-12 13:18:34 main:574] : INFO : Epoch 1724 | loss: 0.0311769 | val_loss: 0.0311789 | Time: 1589.88 ms
[2022-01-12 13:18:36 main:574] : INFO : Epoch 1725 | loss: 0.0311766 | val_loss: 0.0311761 | Time: 1547.18 ms
[2022-01-12 13:18:37 main:574] : INFO : Epoch 1726 | loss: 0.0311755 | val_loss: 0.0311774 | Time: 1570.93 ms
[2022-01-12 13:18:39 main:574] : INFO : Epoch 1727 | loss: 0.031177 | val_loss: 0.0311802 | Time: 1577.12 ms
[2022-01-12 13:18:40 main:574] : INFO : Epoch 1728 | loss: 0.0311797 | val_loss: 0.0311873 | Time: 1581.56 ms
[2022-01-12 13:18:42 main:574] : INFO : Epoch 1729 | loss: 0.0311804 | val_loss: 0.0311815 | Time: 1600.06 ms
[2022-01-12 13:18:44 main:574] : INFO : Epoch 1730 | loss: 0.031174 | val_loss: 0.0311809 | Time: 1587.64 ms
[2022-01-12 13:18:45 main:574] : INFO : Epoch 1731 | loss: 0.0311729 | val_loss: 0.0311788 | Time: 1594.7 ms
[2022-01-12 13:18:47 main:574] : INFO : Epoch 1732 | loss: 0.0311745 | val_loss: 0.031177 | Time: 1578.04 ms
[2022-01-12 13:18:48 main:574] : INFO : Epoch 1733 | loss: 0.0311763 | val_loss: 0.0311781 | Time: 1604.3 ms
[2022-01-12 13:18:50 main:574] : INFO : Epoch 1734 | loss: 0.0311873 | val_loss: 0.0311934 | Time: 1498.35 ms
[2022-01-12 13:18:51 main:574] : INFO : Epoch 1735 | loss: 0.0311783 | val_loss: 0.0311843 | Time: 1581.39 ms
[2022-01-12 13:18:53 main:574] : INFO : Epoch 1736 | loss: 0.0311757 | val_loss: 0.0311815 | Time: 1589.54 ms
[2022-01-12 13:18:55 main:574] : INFO : Epoch 1737 | loss: 0.0311769 | val_loss: 0.0311806 | Time: 1577.29 ms
[2022-01-12 13:18:56 main:574] : INFO : Epoch 1738 | loss: 0.0311716 | val_loss: 0.0311789 | Time: 1589.81 ms
[2022-01-12 13:18:58 main:574] : INFO : Epoch 1739 | loss: 0.031173 | val_loss: 0.0311791 | Time: 1552.17 ms
[2022-01-12 13:18:59 main:574] : INFO : Epoch 1740 | loss: 0.0311715 | val_loss: 0.031179 | Time: 1510.17 ms
[2022-01-12 13:19:01 main:574] : INFO : Epoch 1741 | loss: 0.031171 | val_loss: 0.0311792 | Time: 1573.53 ms
[2022-01-12 13:19:02 main:574] : INFO : Epoch 1742 | loss: 0.0311693 | val_loss: 0.0311776 | Time: 1582.12 ms
[2022-01-12 13:19:04 main:574] : INFO : Epoch 1743 | loss: 0.0311689 | val_loss: 0.0311787 | Time: 1557.18 ms
[2022-01-12 13:19:06 main:574] : INFO : Epoch 1744 | loss: 0.0311692 | val_loss: 0.0311785 | Time: 1607.47 ms
[2022-01-12 13:19:07 main:574] : INFO : Epoch 1745 | loss: 0.0311686 | val_loss: 0.0311805 | Time: 1564.88 ms
[2022-01-12 13:19:09 main:574] : INFO : Epoch 1746 | loss: 0.0311687 | val_loss: 0.0311805 | Time: 1536.3 ms
[2022-01-12 13:19:10 main:574] : INFO : Epoch 1747 | loss: 0.0311686 | val_loss: 0.0311789 | Time: 1537.9 ms
[2022-01-12 13:19:12 main:574] : INFO : Epoch 1748 | loss: 0.031168 | val_loss: 0.0311797 | Time: 1596.8 ms
[2022-01-12 13:19:13 main:574] : INFO : Epoch 1749 | loss: 0.0311689 | val_loss: 0.0311804 | Time: 1544.93 ms
[2022-01-12 13:19:15 main:574] : INFO : Epoch 1750 | loss: 0.0311692 | val_loss: 0.0311791 | Time: 1590.89 ms
[2022-01-12 13:19:17 main:574] : INFO : Epoch 1751 | loss: 0.0311684 | val_loss: 0.0311789 | Time: 1560.47 ms
[2022-01-12 13:19:18 main:574] : INFO : Epoch 1752 | loss: 0.0311688 | val_loss: 0.0311789 | Time: 1631.31 ms
[2022-01-12 13:19:20 main:574] : INFO : Epoch 1753 | loss: 0.03117 | val_loss: 0.0311821 | Time: 1598.31 ms
[2022-01-12 13:19:21 main:574] : INFO : Epoch 1754 | loss: 0.0311685 | val_loss: 0.0311824 | Time: 1604.19 ms
[2022-01-12 13:19:23 main:574] : INFO : Epoch 1755 | loss: 0.0311712 | val_loss: 0.0311792 | Time: 1618.08 ms
[2022-01-12 13:19:25 main:574] : INFO : Epoch 1756 | loss: 0.0311676 | val_loss: 0.0311813 | Time: 1544.53 ms
[2022-01-12 13:19:26 main:574] : INFO : Epoch 1757 | loss: 0.0311676 | val_loss: 0.0311782 | Time: 1517.74 ms
[2022-01-12 13:19:28 main:574] : INFO : Epoch 1758 | loss: 0.0311692 | val_loss: 0.031181 | Time: 1569.78 ms
[2022-01-12 13:19:29 main:574] : INFO : Epoch 1759 | loss: 0.0311673 | val_loss: 0.03118 | Time: 1565.97 ms
[2022-01-12 13:19:31 main:574] : INFO : Epoch 1760 | loss: 0.0311679 | val_loss: 0.0311804 | Time: 1550.23 ms
[2022-01-12 13:19:32 main:574] : INFO : Epoch 1761 | loss: 0.0311682 | val_loss: 0.0311798 | Time: 1585.44 ms
[2022-01-12 13:19:34 main:574] : INFO : Epoch 1762 | loss: 0.0311691 | val_loss: 0.0311821 | Time: 1526.76 ms
[2022-01-12 13:19:36 main:574] : INFO : Epoch 1763 | loss: 0.0311675 | val_loss: 0.0311802 | Time: 1597.79 ms
[2022-01-12 13:19:37 main:574] : INFO : Epoch 1764 | loss: 0.0311679 | val_loss: 0.0311802 | Time: 1541.8 ms
[2022-01-12 13:19:39 main:574] : INFO : Epoch 1765 | loss: 0.0311692 | val_loss: 0.0311821 | Time: 1558.44 ms
[2022-01-12 13:19:40 main:574] : INFO : Epoch 1766 | loss: 0.031168 | val_loss: 0.0311802 | Time: 1514.37 ms
[2022-01-12 13:19:42 main:574] : INFO : Epoch 1767 | loss: 0.0311667 | val_loss: 0.031182 | Time: 1555.29 ms
[2022-01-12 13:19:43 main:574] : INFO : Epoch 1768 | loss: 0.0311671 | val_loss: 0.0311806 | Time: 1564.96 ms
[2022-01-12 13:19:45 main:574] : INFO : Epoch 1769 | loss: 0.0311669 | val_loss: 0.0311788 | Time: 1555.68 ms
[2022-01-12 13:19:46 main:574] : INFO : Epoch 1770 | loss: 0.0311675 | val_loss: 0.0311804 | Time: 1598.02 ms
[2022-01-12 13:19:48 main:574] : INFO : Epoch 1771 | loss: 0.0311674 | val_loss: 0.0311776 | Time: 1613.11 ms
[2022-01-12 13:19:50 main:574] : INFO : Epoch 1772 | loss: 0.0311684 | val_loss: 0.0311831 | Time: 1618.5 ms
[2022-01-12 13:19:51 main:574] : INFO : Epoch 1773 | loss: 0.0311699 | val_loss: 0.0311794 | Time: 1637.85 ms
[2022-01-12 13:19:53 main:574] : INFO : Epoch 1774 | loss: 0.0311671 | val_loss: 0.0311799 | Time: 1543.93 ms
[2022-01-12 13:19:54 main:574] : INFO : Epoch 1775 | loss: 0.0311664 | val_loss: 0.0311818 | Time: 1519.61 ms
[2022-01-12 13:19:56 main:574] : INFO : Epoch 1776 | loss: 0.0311662 | val_loss: 0.0311818 | Time: 1525.24 ms
[2022-01-12 13:19:57 main:574] : INFO : Epoch 1777 | loss: 0.0311662 | val_loss: 0.0311801 | Time: 1556.93 ms
[2022-01-12 13:19:59 main:574] : INFO : Epoch 1778 | loss: 0.0311651 | val_loss: 0.0311808 | Time: 1508.06 ms
[2022-01-12 13:20:01 main:574] : INFO : Epoch 1779 | loss: 0.0311654 | val_loss: 0.0311819 | Time: 1588.38 ms
[2022-01-12 13:20:02 main:574] : INFO : Epoch 1780 | loss: 0.0311657 | val_loss: 0.0311834 | Time: 1503.03 ms
[2022-01-12 13:20:04 main:574] : INFO : Epoch 1781 | loss: 0.0311659 | val_loss: 0.0311822 | Time: 1602.68 ms
[2022-01-12 13:20:05 main:574] : INFO : Epoch 1782 | loss: 0.0311675 | val_loss: 0.0311801 | Time: 1589.86 ms
[2022-01-12 13:20:07 main:574] : INFO : Epoch 1783 | loss: 0.0311646 | val_loss: 0.0311855 | Time: 1618.44 ms
[2022-01-12 13:20:08 main:574] : INFO : Epoch 1784 | loss: 0.0311672 | val_loss: 0.0311824 | Time: 1540.01 ms
[2022-01-12 13:20:10 main:574] : INFO : Epoch 1785 | loss: 0.0311652 | val_loss: 0.0311812 | Time: 1568.62 ms
[2022-01-12 13:20:12 main:574] : INFO : Epoch 1786 | loss: 0.0311641 | val_loss: 0.0311805 | Time: 1569.89 ms
[2022-01-12 13:20:13 main:574] : INFO : Epoch 1787 | loss: 0.0311645 | val_loss: 0.0311799 | Time: 1532.55 ms
[2022-01-12 13:20:15 main:574] : INFO : Epoch 1788 | loss: 0.031164 | val_loss: 0.0311823 | Time: 1534.09 ms
[2022-01-12 13:20:16 main:574] : INFO : Epoch 1789 | loss: 0.0311644 | val_loss: 0.0311811 | Time: 1549.77 ms
[2022-01-12 13:20:18 main:574] : INFO : Epoch 1790 | loss: 0.0311639 | val_loss: 0.0311828 | Time: 1634.44 ms
[2022-01-12 13:20:19 main:574] : INFO : Epoch 1791 | loss: 0.0311653 | val_loss: 0.0311804 | Time: 1570 ms
[2022-01-12 13:20:21 main:574] : INFO : Epoch 1792 | loss: 0.0311639 | val_loss: 0.0311821 | Time: 1566.16 ms
[2022-01-12 13:20:23 main:574] : INFO : Epoch 1793 | loss: 0.0311651 | val_loss: 0.0311816 | Time: 1577.11 ms
[2022-01-12 13:20:24 main:574] : INFO : Epoch 1794 | loss: 0.0311637 | val_loss: 0.0311807 | Time: 1497.09 ms
[2022-01-12 13:20:26 main:574] : INFO : Epoch 1795 | loss: 0.0311647 | val_loss: 0.0311826 | Time: 1547.24 ms
[2022-01-12 13:20:27 main:574] : INFO : Epoch 1796 | loss: 0.031166 | val_loss: 0.0311801 | Time: 1599.45 ms
[2022-01-12 13:20:29 main:574] : INFO : Epoch 1797 | loss: 0.0311675 | val_loss: 0.0311844 | Time: 1530.17 ms
[2022-01-12 13:20:30 main:574] : INFO : Epoch 1798 | loss: 0.0311655 | val_loss: 0.0311815 | Time: 1500.75 ms
[2022-01-12 13:20:32 main:574] : INFO : Epoch 1799 | loss: 0.0311642 | val_loss: 0.0311814 | Time: 1539.18 ms
[2022-01-12 13:20:33 main:574] : INFO : Epoch 1800 | loss: 0.0311639 | val_loss: 0.0311815 | Time: 1573.16 ms
[2022-01-12 13:20:35 main:574] : INFO : Epoch 1801 | loss: 0.0311643 | val_loss: 0.0311795 | Time: 1551.24 ms
[2022-01-12 13:20:36 main:574] : INFO : Epoch 1802 | loss: 0.0311649 | val_loss: 0.0311881 | Time: 1522.72 ms
[2022-01-12 13:20:38 main:574] : INFO : Epoch 1803 | loss: 0.031164 | val_loss: 0.0311805 | Time: 1590.76 ms
[2022-01-12 13:20:40 main:574] : INFO : Epoch 1804 | loss: 0.0311647 | val_loss: 0.0311821 | Time: 1560.75 ms
[2022-01-12 13:20:41 main:574] : INFO : Epoch 1805 | loss: 0.0311638 | val_loss: 0.0311831 | Time: 1591.78 ms
[2022-01-12 13:20:43 main:574] : INFO : Epoch 1806 | loss: 0.0311663 | val_loss: 0.0311803 | Time: 1576.84 ms
[2022-01-12 13:20:44 main:574] : INFO : Epoch 1807 | loss: 0.0311672 | val_loss: 0.0311811 | Time: 1607.88 ms
[2022-01-12 13:20:46 main:574] : INFO : Epoch 1808 | loss: 0.0311684 | val_loss: 0.0311816 | Time: 1549.27 ms
[2022-01-12 13:20:48 main:574] : INFO : Epoch 1809 | loss: 0.0311651 | val_loss: 0.0311808 | Time: 1593.61 ms
[2022-01-12 13:20:49 main:574] : INFO : Epoch 1810 | loss: 0.031164 | val_loss: 0.0311803 | Time: 1612.34 ms
[2022-01-12 13:20:51 main:574] : INFO : Epoch 1811 | loss: 0.0311642 | val_loss: 0.0311786 | Time: 1542.72 ms
[2022-01-12 13:20:52 main:574] : INFO : Epoch 1812 | loss: 0.0311641 | val_loss: 0.0311799 | Time: 1616.05 ms
[2022-01-12 13:20:54 main:574] : INFO : Epoch 1813 | loss: 0.0311654 | val_loss: 0.0311816 | Time: 1567.42 ms
[2022-01-12 13:20:55 main:574] : INFO : Epoch 1814 | loss: 0.031164 | val_loss: 0.0311828 | Time: 1533.22 ms
[2022-01-12 13:20:57 main:574] : INFO : Epoch 1815 | loss: 0.031166 | val_loss: 0.0311839 | Time: 1535.55 ms
[2022-01-12 13:20:59 main:574] : INFO : Epoch 1816 | loss: 0.0311649 | val_loss: 0.031188 | Time: 1600.12 ms
[2022-01-12 13:21:00 main:574] : INFO : Epoch 1817 | loss: 0.031165 | val_loss: 0.0311822 | Time: 1492.34 ms
[2022-01-12 13:21:02 main:574] : INFO : Epoch 1818 | loss: 0.031164 | val_loss: 0.0311815 | Time: 1583.69 ms
[2022-01-12 13:21:03 main:574] : INFO : Epoch 1819 | loss: 0.0311635 | val_loss: 0.0311807 | Time: 1676.52 ms
[2022-01-12 13:21:05 main:574] : INFO : Epoch 1820 | loss: 0.0311621 | val_loss: 0.0311818 | Time: 1599.28 ms
[2022-01-12 13:21:07 main:574] : INFO : Epoch 1821 | loss: 0.031162 | val_loss: 0.0311829 | Time: 1601.44 ms
[2022-01-12 13:21:08 main:574] : INFO : Epoch 1822 | loss: 0.031167 | val_loss: 0.0311778 | Time: 1603.36 ms
[2022-01-12 13:21:10 main:574] : INFO : Epoch 1823 | loss: 0.031167 | val_loss: 0.0311808 | Time: 1601.17 ms
[2022-01-12 13:21:11 main:574] : INFO : Epoch 1824 | loss: 0.0311644 | val_loss: 0.0311797 | Time: 1616.9 ms
[2022-01-12 13:21:13 main:574] : INFO : Epoch 1825 | loss: 0.0311635 | val_loss: 0.0311791 | Time: 1579.78 ms
[2022-01-12 13:21:14 main:574] : INFO : Epoch 1826 | loss: 0.0311643 | val_loss: 0.0311797 | Time: 1532.13 ms
[2022-01-12 13:21:16 main:574] : INFO : Epoch 1827 | loss: 0.0311621 | val_loss: 0.0311824 | Time: 1628.44 ms
[2022-01-12 13:21:18 main:574] : INFO : Epoch 1828 | loss: 0.0311631 | val_loss: 0.0311821 | Time: 1577.27 ms
[2022-01-12 13:21:19 main:574] : INFO : Epoch 1829 | loss: 0.0311639 | val_loss: 0.0311867 | Time: 1588.45 ms
[2022-01-12 13:21:21 main:574] : INFO : Epoch 1830 | loss: 0.0311622 | val_loss: 0.0311798 | Time: 1574.83 ms
[2022-01-12 13:21:22 main:574] : INFO : Epoch 1831 | loss: 0.0311614 | val_loss: 0.0311844 | Time: 1576.79 ms
[2022-01-12 13:21:24 main:574] : INFO : Epoch 1832 | loss: 0.0311616 | val_loss: 0.0311815 | Time: 1621.76 ms
[2022-01-12 13:21:26 main:574] : INFO : Epoch 1833 | loss: 0.0311616 | val_loss: 0.0311845 | Time: 1661.62 ms
[2022-01-12 13:21:27 main:574] : INFO : Epoch 1834 | loss: 0.0311641 | val_loss: 0.0311828 | Time: 1635.18 ms
[2022-01-12 13:21:29 main:574] : INFO : Epoch 1835 | loss: 0.0311618 | val_loss: 0.0311827 | Time: 1672.68 ms
[2022-01-12 13:21:31 main:574] : INFO : Epoch 1836 | loss: 0.0311609 | val_loss: 0.0311823 | Time: 1575.78 ms
[2022-01-12 13:21:32 main:574] : INFO : Epoch 1837 | loss: 0.031162 | val_loss: 0.0311801 | Time: 1550 ms
[2022-01-12 13:21:34 main:574] : INFO : Epoch 1838 | loss: 0.031169 | val_loss: 0.0311867 | Time: 1603.61 ms
[2022-01-12 13:21:35 main:574] : INFO : Epoch 1839 | loss: 0.0311721 | val_loss: 0.031182 | Time: 1538.34 ms
[2022-01-12 13:21:37 main:574] : INFO : Epoch 1840 | loss: 0.0311689 | val_loss: 0.0311798 | Time: 1557.85 ms
[2022-01-12 13:21:38 main:574] : INFO : Epoch 1841 | loss: 0.0311679 | val_loss: 0.0311796 | Time: 1580.14 ms
[2022-01-12 13:21:40 main:574] : INFO : Epoch 1842 | loss: 0.0311658 | val_loss: 0.0311854 | Time: 1558.91 ms
[2022-01-12 13:21:42 main:574] : INFO : Epoch 1843 | loss: 0.0311649 | val_loss: 0.0311824 | Time: 1566.47 ms
[2022-01-12 13:21:43 main:574] : INFO : Epoch 1844 | loss: 0.0311647 | val_loss: 0.0311817 | Time: 1546.02 ms
[2022-01-12 13:21:45 main:574] : INFO : Epoch 1845 | loss: 0.0311704 | val_loss: 0.0311821 | Time: 1602.98 ms
[2022-01-12 13:21:46 main:574] : INFO : Epoch 1846 | loss: 0.0311742 | val_loss: 0.0311846 | Time: 1574.44 ms
[2022-01-12 13:21:48 main:574] : INFO : Epoch 1847 | loss: 0.0311733 | val_loss: 0.0311844 | Time: 1529.81 ms
[2022-01-12 13:21:49 main:574] : INFO : Epoch 1848 | loss: 0.0311725 | val_loss: 0.0311838 | Time: 1549.49 ms
[2022-01-12 13:21:51 main:574] : INFO : Epoch 1849 | loss: 0.0311666 | val_loss: 0.0311788 | Time: 1548.05 ms
[2022-01-12 13:21:53 main:574] : INFO : Epoch 1850 | loss: 0.031166 | val_loss: 0.0311789 | Time: 1580.52 ms
[2022-01-12 13:21:54 main:574] : INFO : Epoch 1851 | loss: 0.0311649 | val_loss: 0.0311826 | Time: 1601.92 ms
[2022-01-12 13:21:56 main:574] : INFO : Epoch 1852 | loss: 0.0311648 | val_loss: 0.0311808 | Time: 1606.2 ms
[2022-01-12 13:21:57 main:574] : INFO : Epoch 1853 | loss: 0.0311638 | val_loss: 0.0311805 | Time: 1567.51 ms
[2022-01-12 13:21:59 main:574] : INFO : Epoch 1854 | loss: 0.0311663 | val_loss: 0.0311796 | Time: 1608.4 ms
[2022-01-12 13:22:01 main:574] : INFO : Epoch 1855 | loss: 0.0311641 | val_loss: 0.0311811 | Time: 1595.48 ms
[2022-01-12 13:22:02 main:574] : INFO : Epoch 1856 | loss: 0.0311626 | val_loss: 0.0311843 | Time: 1553.45 ms
[2022-01-12 13:22:04 main:574] : INFO : Epoch 1857 | loss: 0.0311621 | val_loss: 0.031181 | Time: 1502.08 ms
[2022-01-12 13:22:05 main:574] : INFO : Epoch 1858 | loss: 0.0311623 | val_loss: 0.031181 | Time: 1541.37 ms
[2022-01-12 13:22:07 main:574] : INFO : Epoch 1859 | loss: 0.0311646 | val_loss: 0.0311799 | Time: 1606.73 ms
[2022-01-12 13:22:08 main:574] : INFO : Epoch 1860 | loss: 0.0311629 | val_loss: 0.031186 | Time: 1580.78 ms
[2022-01-12 13:22:10 main:574] : INFO : Epoch 1861 | loss: 0.0311642 | val_loss: 0.0311857 | Time: 1544.28 ms
[2022-01-12 13:22:11 main:574] : INFO : Epoch 1862 | loss: 0.0311676 | val_loss: 0.0311821 | Time: 1577.61 ms
[2022-01-12 13:22:13 main:574] : INFO : Epoch 1863 | loss: 0.0311649 | val_loss: 0.0311811 | Time: 1576.2 ms
[2022-01-12 13:22:15 main:574] : INFO : Epoch 1864 | loss: 0.0311624 | val_loss: 0.0311833 | Time: 1595.58 ms
[2022-01-12 13:22:16 main:574] : INFO : Epoch 1865 | loss: 0.0311626 | val_loss: 0.0311845 | Time: 1558.78 ms
[2022-01-12 13:22:18 main:574] : INFO : Epoch 1866 | loss: 0.0311632 | val_loss: 0.031183 | Time: 1556.7 ms
[2022-01-12 13:22:19 main:574] : INFO : Epoch 1867 | loss: 0.0311641 | val_loss: 0.0311823 | Time: 1577.8 ms
[2022-01-12 13:22:21 main:574] : INFO : Epoch 1868 | loss: 0.0311631 | val_loss: 0.0311839 | Time: 1505.19 ms
[2022-01-12 13:22:22 main:574] : INFO : Epoch 1869 | loss: 0.0311652 | val_loss: 0.0311838 | Time: 1559.44 ms
[2022-01-12 13:22:24 main:574] : INFO : Epoch 1870 | loss: 0.0311628 | val_loss: 0.0311856 | Time: 1611.59 ms
[2022-01-12 13:22:26 main:574] : INFO : Epoch 1871 | loss: 0.0311613 | val_loss: 0.0311809 | Time: 1565.7 ms
[2022-01-12 13:22:27 main:574] : INFO : Epoch 1872 | loss: 0.0311608 | val_loss: 0.0311824 | Time: 1638.17 ms
[2022-01-12 13:22:29 main:574] : INFO : Epoch 1873 | loss: 0.0311607 | val_loss: 0.0311828 | Time: 1575.03 ms
[2022-01-12 13:22:30 main:574] : INFO : Epoch 1874 | loss: 0.0311609 | val_loss: 0.0311827 | Time: 1570.59 ms
[2022-01-12 13:22:32 main:574] : INFO : Epoch 1875 | loss: 0.03116 | val_loss: 0.0311781 | Time: 1543.26 ms
[2022-01-12 13:22:33 main:574] : INFO : Epoch 1876 | loss: 0.0311626 | val_loss: 0.0311817 | Time: 1582.24 ms
[2022-01-12 13:22:35 main:574] : INFO : Epoch 1877 | loss: 0.0311632 | val_loss: 0.0311838 | Time: 1593.54 ms
[2022-01-12 13:22:37 main:574] : INFO : Epoch 1878 | loss: 0.0311654 | val_loss: 0.0311817 | Time: 1562.34 ms
[2022-01-12 13:22:38 main:574] : INFO : Epoch 1879 | loss: 0.031164 | val_loss: 0.0311826 | Time: 1517.31 ms
[2022-01-12 13:22:40 main:574] : INFO : Epoch 1880 | loss: 0.0311761 | val_loss: 0.031187 | Time: 1591.47 ms
[2022-01-12 13:22:41 main:574] : INFO : Epoch 1881 | loss: 0.0311777 | val_loss: 0.0311819 | Time: 1542.85 ms
[2022-01-12 13:22:43 main:574] : INFO : Epoch 1882 | loss: 0.0311721 | val_loss: 0.0311793 | Time: 1521.81 ms
[2022-01-12 13:22:44 main:574] : INFO : Epoch 1883 | loss: 0.0311688 | val_loss: 0.031182 | Time: 1541.92 ms
[2022-01-12 13:22:46 main:574] : INFO : Epoch 1884 | loss: 0.0311679 | val_loss: 0.0311812 | Time: 1533.32 ms
[2022-01-12 13:22:47 main:574] : INFO : Epoch 1885 | loss: 0.0311668 | val_loss: 0.03118 | Time: 1567.61 ms
[2022-01-12 13:22:49 main:574] : INFO : Epoch 1886 | loss: 0.0311643 | val_loss: 0.0311823 | Time: 1601.6 ms
[2022-01-12 13:22:51 main:574] : INFO : Epoch 1887 | loss: 0.0311635 | val_loss: 0.031182 | Time: 1597.51 ms
[2022-01-12 13:22:52 main:574] : INFO : Epoch 1888 | loss: 0.0311631 | val_loss: 0.0311788 | Time: 1622.82 ms
[2022-01-12 13:22:54 main:574] : INFO : Epoch 1889 | loss: 0.0311611 | val_loss: 0.0311837 | Time: 1501.9 ms
[2022-01-12 13:22:55 main:574] : INFO : Epoch 1890 | loss: 0.0311614 | val_loss: 0.0311819 | Time: 1564.19 ms
[2022-01-12 13:22:57 main:574] : INFO : Epoch 1891 | loss: 0.0311616 | val_loss: 0.0311893 | Time: 1554.03 ms
[2022-01-12 13:22:58 main:574] : INFO : Epoch 1892 | loss: 0.0311604 | val_loss: 0.0311841 | Time: 1561.57 ms
[2022-01-12 13:23:00 main:574] : INFO : Epoch 1893 | loss: 0.0311597 | val_loss: 0.0311804 | Time: 1538.7 ms
[2022-01-12 13:23:02 main:574] : INFO : Epoch 1894 | loss: 0.0311626 | val_loss: 0.0311821 | Time: 1572.34 ms
[2022-01-12 13:23:03 main:574] : INFO : Epoch 1895 | loss: 0.0311632 | val_loss: 0.031182 | Time: 1602.43 ms
[2022-01-12 13:23:05 main:574] : INFO : Epoch 1896 | loss: 0.0311612 | val_loss: 0.0311802 | Time: 1561.53 ms
[2022-01-12 13:23:06 main:574] : INFO : Epoch 1897 | loss: 0.0311614 | val_loss: 0.0311813 | Time: 1539.32 ms
[2022-01-12 13:23:08 main:574] : INFO : Epoch 1898 | loss: 0.0311614 | val_loss: 0.0311816 | Time: 1574.67 ms
[2022-01-12 13:23:10 main:574] : INFO : Epoch 1899 | loss: 0.0311613 | val_loss: 0.031182 | Time: 1651.27 ms
[2022-01-12 13:23:11 main:574] : INFO : Epoch 1900 | loss: 0.0311606 | val_loss: 0.0311825 | Time: 1628.66 ms
[2022-01-12 13:23:13 main:574] : INFO : Epoch 1901 | loss: 0.0311601 | val_loss: 0.03118 | Time: 1573 ms
[2022-01-12 13:23:14 main:574] : INFO : Epoch 1902 | loss: 0.0311617 | val_loss: 0.0311881 | Time: 1560.36 ms
[2022-01-12 13:23:16 main:574] : INFO : Epoch 1903 | loss: 0.0311619 | val_loss: 0.031181 | Time: 1597.22 ms
[2022-01-12 13:23:18 main:574] : INFO : Epoch 1904 | loss: 0.0311597 | val_loss: 0.0311827 | Time: 1637.63 ms
[2022-01-12 13:23:19 main:574] : INFO : Epoch 1905 | loss: 0.0311594 | val_loss: 0.0311816 | Time: 1587.11 ms
[2022-01-12 13:23:21 main:574] : INFO : Epoch 1906 | loss: 0.0311597 | val_loss: 0.0311853 | Time: 1557.3 ms
[2022-01-12 13:23:22 main:574] : INFO : Epoch 1907 | loss: 0.0311603 | val_loss: 0.0311806 | Time: 1594.1 ms
[2022-01-12 13:23:24 main:574] : INFO : Epoch 1908 | loss: 0.0311589 | val_loss: 0.0311861 | Time: 1621.72 ms
[2022-01-12 13:23:25 main:574] : INFO : Epoch 1909 | loss: 0.0311586 | val_loss: 0.0311831 | Time: 1532.42 ms
[2022-01-12 13:23:27 main:574] : INFO : Epoch 1910 | loss: 0.0311589 | val_loss: 0.0311843 | Time: 1588.77 ms
[2022-01-12 13:23:29 main:574] : INFO : Epoch 1911 | loss: 0.0311622 | val_loss: 0.0311849 | Time: 1610.97 ms
[2022-01-12 13:23:30 main:574] : INFO : Epoch 1912 | loss: 0.0311681 | val_loss: 0.0311985 | Time: 1615.25 ms
[2022-01-12 13:23:32 main:574] : INFO : Epoch 1913 | loss: 0.0311643 | val_loss: 0.0311853 | Time: 1617.03 ms
[2022-01-12 13:23:33 main:574] : INFO : Epoch 1914 | loss: 0.0311609 | val_loss: 0.0311855 | Time: 1544.17 ms
[2022-01-12 13:23:35 main:574] : INFO : Epoch 1915 | loss: 0.0311592 | val_loss: 0.0311806 | Time: 1575.34 ms
[2022-01-12 13:23:37 main:574] : INFO : Epoch 1916 | loss: 0.0311601 | val_loss: 0.0311828 | Time: 1530.38 ms
[2022-01-12 13:23:38 main:574] : INFO : Epoch 1917 | loss: 0.0311582 | val_loss: 0.0311836 | Time: 1554.7 ms
[2022-01-12 13:23:40 main:574] : INFO : Epoch 1918 | loss: 0.0311579 | val_loss: 0.0311823 | Time: 1536.25 ms
[2022-01-12 13:23:41 main:574] : INFO : Epoch 1919 | loss: 0.0311576 | val_loss: 0.0311846 | Time: 1575.47 ms
[2022-01-12 13:23:43 main:574] : INFO : Epoch 1920 | loss: 0.0311595 | val_loss: 0.0311864 | Time: 1593.06 ms
[2022-01-12 13:23:44 main:574] : INFO : Epoch 1921 | loss: 0.0311597 | val_loss: 0.0311838 | Time: 1598.71 ms
[2022-01-12 13:23:46 main:574] : INFO : Epoch 1922 | loss: 0.031161 | val_loss: 0.0311815 | Time: 1601.74 ms
[2022-01-12 13:23:48 main:574] : INFO : Epoch 1923 | loss: 0.0311593 | val_loss: 0.0311819 | Time: 1597.02 ms
[2022-01-12 13:23:49 main:574] : INFO : Epoch 1924 | loss: 0.0311592 | val_loss: 0.0311803 | Time: 1599.94 ms
[2022-01-12 13:23:51 main:574] : INFO : Epoch 1925 | loss: 0.031158 | val_loss: 0.0311858 | Time: 1659.4 ms
[2022-01-12 13:23:52 main:574] : INFO : Epoch 1926 | loss: 0.0311576 | val_loss: 0.0311806 | Time: 1606.74 ms
[2022-01-12 13:23:54 main:574] : INFO : Epoch 1927 | loss: 0.0311578 | val_loss: 0.0311864 | Time: 1574.84 ms
[2022-01-12 13:23:56 main:574] : INFO : Epoch 1928 | loss: 0.0311595 | val_loss: 0.0311807 | Time: 1579.88 ms
[2022-01-12 13:23:57 main:574] : INFO : Epoch 1929 | loss: 0.0311578 | val_loss: 0.0311826 | Time: 1548.66 ms
[2022-01-12 13:23:59 main:574] : INFO : Epoch 1930 | loss: 0.0311575 | val_loss: 0.0311822 | Time: 1538.7 ms
[2022-01-12 13:24:00 main:574] : INFO : Epoch 1931 | loss: 0.0311573 | val_loss: 0.0311841 | Time: 1530.41 ms
[2022-01-12 13:24:02 main:574] : INFO : Epoch 1932 | loss: 0.031158 | val_loss: 0.031183 | Time: 1570.8 ms
[2022-01-12 13:24:03 main:574] : INFO : Epoch 1933 | loss: 0.0311591 | val_loss: 0.0311813 | Time: 1553.09 ms
[2022-01-12 13:24:05 main:574] : INFO : Epoch 1934 | loss: 0.031158 | val_loss: 0.0311846 | Time: 1562.31 ms
[2022-01-12 13:24:07 main:574] : INFO : Epoch 1935 | loss: 0.031158 | val_loss: 0.0311863 | Time: 1556.26 ms
[2022-01-12 13:24:08 main:574] : INFO : Epoch 1936 | loss: 0.0311633 | val_loss: 0.0311817 | Time: 1622.12 ms
[2022-01-12 13:24:10 main:574] : INFO : Epoch 1937 | loss: 0.0311642 | val_loss: 0.0311807 | Time: 1611.65 ms
[2022-01-12 13:24:11 main:574] : INFO : Epoch 1938 | loss: 0.0311589 | val_loss: 0.0311802 | Time: 1610.08 ms
[2022-01-12 13:24:13 main:574] : INFO : Epoch 1939 | loss: 0.0311598 | val_loss: 0.0311835 | Time: 1555.31 ms
[2022-01-12 13:24:15 main:574] : INFO : Epoch 1940 | loss: 0.0311592 | val_loss: 0.0311817 | Time: 1570.36 ms
[2022-01-12 13:24:16 main:574] : INFO : Epoch 1941 | loss: 0.0311631 | val_loss: 0.0311811 | Time: 1611.91 ms
[2022-01-12 13:24:18 main:574] : INFO : Epoch 1942 | loss: 0.0311631 | val_loss: 0.0311807 | Time: 1574.73 ms
[2022-01-12 13:24:19 main:574] : INFO : Epoch 1943 | loss: 0.0311654 | val_loss: 0.0311832 | Time: 1604.72 ms
[2022-01-12 13:24:21 main:574] : INFO : Epoch 1944 | loss: 0.031164 | val_loss: 0.0311775 | Time: 1588.02 ms
[2022-01-12 13:24:22 main:574] : INFO : Epoch 1945 | loss: 0.0311648 | val_loss: 0.0311811 | Time: 1562.58 ms
[2022-01-12 13:24:24 main:574] : INFO : Epoch 1946 | loss: 0.0311637 | val_loss: 0.0311805 | Time: 1551.86 ms
[2022-01-12 13:24:26 main:574] : INFO : Epoch 1947 | loss: 0.0311611 | val_loss: 0.0311812 | Time: 1532.76 ms
[2022-01-12 13:24:27 main:574] : INFO : Epoch 1948 | loss: 0.0311599 | val_loss: 0.0311811 | Time: 1550.82 ms
[2022-01-12 13:24:29 main:574] : INFO : Epoch 1949 | loss: 0.0311596 | val_loss: 0.0311791 | Time: 1536.65 ms
[2022-01-12 13:24:30 main:574] : INFO : Epoch 1950 | loss: 0.03116 | val_loss: 0.0311825 | Time: 1546.52 ms
[2022-01-12 13:24:32 main:574] : INFO : Epoch 1951 | loss: 0.0311613 | val_loss: 0.0311824 | Time: 1549.4 ms
[2022-01-12 13:24:33 main:574] : INFO : Epoch 1952 | loss: 0.0311584 | val_loss: 0.0311813 | Time: 1549.95 ms
[2022-01-12 13:24:35 main:574] : INFO : Epoch 1953 | loss: 0.031157 | val_loss: 0.0311837 | Time: 1599.21 ms
[2022-01-12 13:24:36 main:574] : INFO : Epoch 1954 | loss: 0.0311582 | val_loss: 0.0311933 | Time: 1591 ms
[2022-01-12 13:24:38 main:574] : INFO : Epoch 1955 | loss: 0.0311627 | val_loss: 0.0311988 | Time: 1568.99 ms
[2022-01-12 13:24:40 main:574] : INFO : Epoch 1956 | loss: 0.0311661 | val_loss: 0.0311839 | Time: 1555.4 ms
[2022-01-12 13:24:41 main:574] : INFO : Epoch 1957 | loss: 0.0311581 | val_loss: 0.0311815 | Time: 1552.55 ms
[2022-01-12 13:24:43 main:574] : INFO : Epoch 1958 | loss: 0.0311596 | val_loss: 0.0311798 | Time: 1569.96 ms
[2022-01-12 13:24:44 main:574] : INFO : Epoch 1959 | loss: 0.0311645 | val_loss: 0.0311816 | Time: 1602.31 ms
[2022-01-12 13:24:46 main:574] : INFO : Epoch 1960 | loss: 0.0311734 | val_loss: 0.0311789 | Time: 1575.12 ms
[2022-01-12 13:24:48 main:574] : INFO : Epoch 1961 | loss: 0.0311729 | val_loss: 0.0311802 | Time: 1600.42 ms
[2022-01-12 13:24:49 main:574] : INFO : Epoch 1962 | loss: 0.0311767 | val_loss: 0.0311788 | Time: 1566.81 ms
[2022-01-12 13:24:51 main:574] : INFO : Epoch 1963 | loss: 0.0311719 | val_loss: 0.0311762 | Time: 1570.39 ms
[2022-01-12 13:24:52 main:574] : INFO : Epoch 1964 | loss: 0.0311698 | val_loss: 0.0311782 | Time: 1564.89 ms
[2022-01-12 13:24:54 main:574] : INFO : Epoch 1965 | loss: 0.0311702 | val_loss: 0.0311765 | Time: 1514.77 ms
[2022-01-12 13:24:55 main:574] : INFO : Epoch 1966 | loss: 0.0311668 | val_loss: 0.0311763 | Time: 1489.11 ms
[2022-01-12 13:24:57 main:574] : INFO : Epoch 1967 | loss: 0.0311654 | val_loss: 0.0311763 | Time: 1569.48 ms
[2022-01-12 13:24:58 main:574] : INFO : Epoch 1968 | loss: 0.0311642 | val_loss: 0.0311755 | Time: 1602.44 ms
[2022-01-12 13:25:00 main:574] : INFO : Epoch 1969 | loss: 0.0311631 | val_loss: 0.0311758 | Time: 1564.44 ms
[2022-01-12 13:25:02 main:574] : INFO : Epoch 1970 | loss: 0.0311624 | val_loss: 0.0311785 | Time: 1645.79 ms
[2022-01-12 13:25:03 main:574] : INFO : Epoch 1971 | loss: 0.0311641 | val_loss: 0.0311846 | Time: 1600.33 ms
[2022-01-12 13:25:05 main:574] : INFO : Epoch 1972 | loss: 0.0311682 | val_loss: 0.031178 | Time: 1584.52 ms
[2022-01-12 13:25:06 main:574] : INFO : Epoch 1973 | loss: 0.0311642 | val_loss: 0.0311787 | Time: 1535.58 ms
[2022-01-12 13:25:08 main:574] : INFO : Epoch 1974 | loss: 0.0311613 | val_loss: 0.0311794 | Time: 1641.8 ms
[2022-01-12 13:25:10 main:574] : INFO : Epoch 1975 | loss: 0.0311608 | val_loss: 0.0311772 | Time: 1593.93 ms
[2022-01-12 13:25:11 main:574] : INFO : Epoch 1976 | loss: 0.0311601 | val_loss: 0.0311842 | Time: 1546.93 ms
[2022-01-12 13:25:13 main:574] : INFO : Epoch 1977 | loss: 0.0311607 | val_loss: 0.031185 | Time: 1572.82 ms
[2022-01-12 13:25:14 main:574] : INFO : Epoch 1978 | loss: 0.0311617 | val_loss: 0.0311839 | Time: 1497.74 ms
[2022-01-12 13:25:16 main:574] : INFO : Epoch 1979 | loss: 0.0311591 | val_loss: 0.0311774 | Time: 1580.31 ms
[2022-01-12 13:25:17 main:574] : INFO : Epoch 1980 | loss: 0.0311592 | val_loss: 0.03118 | Time: 1576.44 ms
[2022-01-12 13:25:19 main:574] : INFO : Epoch 1981 | loss: 0.031158 | val_loss: 0.0311813 | Time: 1550.1 ms
[2022-01-12 13:25:21 main:574] : INFO : Epoch 1982 | loss: 0.0311579 | val_loss: 0.0311797 | Time: 1595.86 ms
[2022-01-12 13:25:22 main:574] : INFO : Epoch 1983 | loss: 0.0311572 | val_loss: 0.0311807 | Time: 1589.7 ms
[2022-01-12 13:25:24 main:574] : INFO : Epoch 1984 | loss: 0.0311595 | val_loss: 0.0311849 | Time: 1561.82 ms
[2022-01-12 13:25:25 main:574] : INFO : Epoch 1985 | loss: 0.0311593 | val_loss: 0.031182 | Time: 1599.3 ms
[2022-01-12 13:25:27 main:574] : INFO : Epoch 1986 | loss: 0.03116 | val_loss: 0.0311792 | Time: 1518.39 ms
[2022-01-12 13:25:28 main:574] : INFO : Epoch 1987 | loss: 0.0311603 | val_loss: 0.0311808 | Time: 1553.56 ms
[2022-01-12 13:25:30 main:574] : INFO : Epoch 1988 | loss: 0.0311595 | val_loss: 0.0311805 | Time: 1586.73 ms
[2022-01-12 13:25:32 main:574] : INFO : Epoch 1989 | loss: 0.0311604 | val_loss: 0.0311839 | Time: 1586.28 ms
[2022-01-12 13:25:33 main:574] : INFO : Epoch 1990 | loss: 0.0311615 | val_loss: 0.0311827 | Time: 1561.58 ms
[2022-01-12 13:25:35 main:574] : INFO : Epoch 1991 | loss: 0.0311618 | val_loss: 0.0311809 | Time: 1566.17 ms
[2022-01-12 13:25:36 main:574] : INFO : Epoch 1992 | loss: 0.0311598 | val_loss: 0.0311798 | Time: 1526.79 ms
[2022-01-12 13:25:38 main:574] : INFO : Epoch 1993 | loss: 0.0311613 | val_loss: 0.0311832 | Time: 1568.63 ms
[2022-01-12 13:25:39 main:574] : INFO : Epoch 1994 | loss: 0.0311602 | val_loss: 0.031179 | Time: 1544.71 ms
[2022-01-12 13:25:41 main:574] : INFO : Epoch 1995 | loss: 0.0311601 | val_loss: 0.0311799 | Time: 1568.52 ms
[2022-01-12 13:25:42 main:574] : INFO : Epoch 1996 | loss: 0.0311606 | val_loss: 0.0311807 | Time: 1576.66 ms
[2022-01-12 13:25:44 main:574] : INFO : Epoch 1997 | loss: 0.0311597 | val_loss: 0.031178 | Time: 1490.15 ms
[2022-01-12 13:25:45 main:574] : INFO : Epoch 1998 | loss: 0.0311593 | val_loss: 0.0311779 | Time: 1526.41 ms
[2022-01-12 13:25:47 main:574] : INFO : Epoch 1999 | loss: 0.0311589 | val_loss: 0.0311773 | Time: 1522.05 ms
[2022-01-12 13:25:49 main:574] : INFO : Epoch 2000 | loss: 0.0311597 | val_loss: 0.0311778 | Time: 1551.97 ms
[2022-01-12 13:25:50 main:574] : INFO : Epoch 2001 | loss: 0.0311599 | val_loss: 0.0311766 | Time: 1585.78 ms
[2022-01-12 13:25:52 main:574] : INFO : Epoch 2002 | loss: 0.0311612 | val_loss: 0.0311792 | Time: 1570.37 ms
[2022-01-12 13:25:53 main:574] : INFO : Epoch 2003 | loss: 0.0311633 | val_loss: 0.0311829 | Time: 1530.48 ms
[2022-01-12 13:25:55 main:574] : INFO : Epoch 2004 | loss: 0.0311667 | val_loss: 0.0311788 | Time: 1533.45 ms
[2022-01-12 13:25:56 main:574] : INFO : Epoch 2005 | loss: 0.0311665 | val_loss: 0.0311815 | Time: 1607.02 ms
[2022-01-12 13:25:58 main:574] : INFO : Epoch 2006 | loss: 0.0311651 | val_loss: 0.0311779 | Time: 1583.26 ms
[2022-01-12 13:26:00 main:574] : INFO : Epoch 2007 | loss: 0.0311663 | val_loss: 0.0311762 | Time: 1591.83 ms
[2022-01-12 13:26:01 main:574] : INFO : Epoch 2008 | loss: 0.0311646 | val_loss: 0.0311791 | Time: 1533.46 ms
[2022-01-12 13:26:03 main:574] : INFO : Epoch 2009 | loss: 0.0311638 | val_loss: 0.0311795 | Time: 1570.75 ms
[2022-01-12 13:26:04 main:574] : INFO : Epoch 2010 | loss: 0.031163 | val_loss: 0.0311769 | Time: 1581.06 ms
[2022-01-12 13:26:06 main:574] : INFO : Epoch 2011 | loss: 0.0311631 | val_loss: 0.0311819 | Time: 1549.45 ms
[2022-01-12 13:26:07 main:574] : INFO : Epoch 2012 | loss: 0.0311612 | val_loss: 0.0311806 | Time: 1620.7 ms
[2022-01-12 13:26:09 main:574] : INFO : Epoch 2013 | loss: 0.031162 | val_loss: 0.0311803 | Time: 1556.3 ms
[2022-01-12 13:26:11 main:574] : INFO : Epoch 2014 | loss: 0.0311629 | val_loss: 0.0311803 | Time: 1580.66 ms
[2022-01-12 13:26:12 main:574] : INFO : Epoch 2015 | loss: 0.0311632 | val_loss: 0.031186 | Time: 1583.74 ms
[2022-01-12 13:26:14 main:574] : INFO : Epoch 2016 | loss: 0.0311649 | val_loss: 0.0311803 | Time: 1589.08 ms
[2022-01-12 13:26:15 main:574] : INFO : Epoch 2017 | loss: 0.0311623 | val_loss: 0.0311852 | Time: 1573.12 ms
[2022-01-12 13:26:17 main:574] : INFO : Epoch 2018 | loss: 0.0311609 | val_loss: 0.0311779 | Time: 1549.92 ms
[2022-01-12 13:26:19 main:574] : INFO : Epoch 2019 | loss: 0.0311631 | val_loss: 0.0311788 | Time: 1602.55 ms
[2022-01-12 13:26:20 main:574] : INFO : Epoch 2020 | loss: 0.031167 | val_loss: 0.0311803 | Time: 1556.2 ms
[2022-01-12 13:26:22 main:574] : INFO : Epoch 2021 | loss: 0.0311736 | val_loss: 0.0311784 | Time: 1583.02 ms
[2022-01-12 13:26:23 main:574] : INFO : Epoch 2022 | loss: 0.0311727 | val_loss: 0.0311803 | Time: 1591.83 ms
[2022-01-12 13:26:25 main:574] : INFO : Epoch 2023 | loss: 0.0311716 | val_loss: 0.0311785 | Time: 1613.54 ms
[2022-01-12 13:26:26 main:574] : INFO : Epoch 2024 | loss: 0.0311711 | val_loss: 0.0311795 | Time: 1496.15 ms
[2022-01-12 13:26:28 main:574] : INFO : Epoch 2025 | loss: 0.0311725 | val_loss: 0.0311794 | Time: 1524.95 ms
[2022-01-12 13:26:29 main:574] : INFO : Epoch 2026 | loss: 0.0311689 | val_loss: 0.0311775 | Time: 1573.67 ms
[2022-01-12 13:26:31 main:574] : INFO : Epoch 2027 | loss: 0.0311682 | val_loss: 0.0311789 | Time: 1610.35 ms
[2022-01-12 13:26:33 main:574] : INFO : Epoch 2028 | loss: 0.0311669 | val_loss: 0.0311783 | Time: 1617.17 ms
[2022-01-12 13:26:34 main:574] : INFO : Epoch 2029 | loss: 0.0311673 | val_loss: 0.0311763 | Time: 1575.89 ms
[2022-01-12 13:26:36 main:574] : INFO : Epoch 2030 | loss: 0.0311664 | val_loss: 0.0311764 | Time: 1579.36 ms
[2022-01-12 13:26:37 main:574] : INFO : Epoch 2031 | loss: 0.0311647 | val_loss: 0.0311761 | Time: 1582.52 ms
[2022-01-12 13:26:39 main:574] : INFO : Epoch 2032 | loss: 0.0311653 | val_loss: 0.0311769 | Time: 1571.48 ms
[2022-01-12 13:26:41 main:574] : INFO : Epoch 2033 | loss: 0.0311642 | val_loss: 0.0311795 | Time: 1584.32 ms
[2022-01-12 13:26:42 main:574] : INFO : Epoch 2034 | loss: 0.0311643 | val_loss: 0.031182 | Time: 1547.63 ms
[2022-01-12 13:26:44 main:574] : INFO : Epoch 2035 | loss: 0.03117 | val_loss: 0.0311752 | Time: 1544.16 ms
[2022-01-12 13:26:45 main:574] : INFO : Epoch 2036 | loss: 0.0311686 | val_loss: 0.031178 | Time: 1557.63 ms
[2022-01-12 13:26:47 main:574] : INFO : Epoch 2037 | loss: 0.0311707 | val_loss: 0.0311763 | Time: 1553.97 ms
[2022-01-12 13:26:48 main:574] : INFO : Epoch 2038 | loss: 0.0311706 | val_loss: 0.0311895 | Time: 1549.41 ms
[2022-01-12 13:26:50 main:574] : INFO : Epoch 2039 | loss: 0.0311924 | val_loss: 0.0311926 | Time: 1553.09 ms
[2022-01-12 13:26:51 main:574] : INFO : Epoch 2040 | loss: 0.0311874 | val_loss: 0.0311874 | Time: 1557.75 ms
[2022-01-12 13:26:53 main:574] : INFO : Epoch 2041 | loss: 0.0311859 | val_loss: 0.0311874 | Time: 1549.06 ms
[2022-01-12 13:26:55 main:574] : INFO : Epoch 2042 | loss: 0.0311865 | val_loss: 0.0311914 | Time: 1613.1 ms
[2022-01-12 13:26:56 main:574] : INFO : Epoch 2043 | loss: 0.0311841 | val_loss: 0.0311861 | Time: 1584.51 ms
[2022-01-12 13:26:58 main:574] : INFO : Epoch 2044 | loss: 0.0311817 | val_loss: 0.0311827 | Time: 1606.7 ms
[2022-01-12 13:26:59 main:574] : INFO : Epoch 2045 | loss: 0.0311812 | val_loss: 0.0311859 | Time: 1606.49 ms
[2022-01-12 13:27:01 main:574] : INFO : Epoch 2046 | loss: 0.0311804 | val_loss: 0.0311823 | Time: 1586.06 ms
[2022-01-12 13:27:03 main:574] : INFO : Epoch 2047 | loss: 0.031178 | val_loss: 0.0311828 | Time: 1542.9 ms
[2022-01-12 13:27:04 main:574] : INFO : Epoch 2048 | loss: 0.0311781 | val_loss: 0.0311812 | Time: 1573.44 ms
[2022-01-12 13:27:04 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311812
[2022-01-12 13:27:04 main:603] : INFO : Saving end state to config to file
[2022-01-12 13:27:04 main:608] : INFO : Success, exiting..
13:27:04 (4616): 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)