Task 10197373
| Name | ParityModified-1638630087-22565-3-0_0 |
| Workunit | 7563123 |
| Created | 26 Dec 2021, 4:45:07 UTC |
| Sent | 11 Jan 2022, 20:11:11 UTC |
| Report deadline | 19 Jan 2022, 20:11:11 UTC |
| Received | 12 Jan 2022, 11:09:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16815 |
| Run time | 1 hours 38 min 16 sec |
| CPU time | 1 hours 38 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 | 2.72 GB |
| Peak swap size | 4.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 574] : INFO : Epoch 1542 | loss: 0.0311704 | val_loss: 0.0311856 | Time: 1550.89 ms [2022-01-12 04:56:34 main:574] : INFO : Epoch 1543 | loss: 0.0311704 | val_loss: 0.0311873 | Time: 1533.86 ms [2022-01-12 04:56:36 main:574] : INFO : Epoch 1544 | loss: 0.0311759 | val_loss: 0.0311917 | Time: 1522.47 ms [2022-01-12 04:56:37 main:574] : INFO : Epoch 1545 | loss: 0.031178 | val_loss: 0.0311943 | Time: 1559.27 ms [2022-01-12 04:56:39 main:574] : INFO : Epoch 1546 | loss: 0.0311801 | val_loss: 0.0311868 | Time: 1547.9 ms [2022-01-12 04:56:40 main:574] : INFO : Epoch 1547 | loss: 0.0311764 | val_loss: 0.031187 | Time: 1588.65 ms [2022-01-12 04:56:42 main:574] : INFO : Epoch 1548 | loss: 0.0311744 | val_loss: 0.0311896 | Time: 1612.69 ms [2022-01-12 04:56:44 main:574] : INFO : Epoch 1549 | loss: 0.0311745 | val_loss: 0.031187 | Time: 1592.91 ms [2022-01-12 04:56:45 main:574] : INFO : Epoch 1550 | loss: 0.031173 | val_loss: 0.0311866 | Time: 1533.84 ms [2022-01-12 04:56:47 main:574] : INFO : Epoch 1551 | loss: 0.0311742 | val_loss: 0.0311873 | Time: 1505.71 ms [2022-01-12 04:56:48 main:574] : INFO : Epoch 1552 | loss: 0.0311717 | val_loss: 0.0311857 | Time: 1559.75 ms [2022-01-12 04:56:50 main:574] : INFO : Epoch 1553 | loss: 0.0311721 | val_loss: 0.0311858 | Time: 1537.04 ms [2022-01-12 04:56:51 main:574] : INFO : Epoch 1554 | loss: 0.0311715 | val_loss: 0.0311871 | Time: 1557.64 ms [2022-01-12 04:56:53 main:574] : INFO : Epoch 1555 | loss: 0.0311725 | val_loss: 0.0311863 | Time: 1540.95 ms [2022-01-12 04:56:54 main:574] : INFO : Epoch 1556 | loss: 0.0311717 | val_loss: 0.0311899 | Time: 1521.06 ms [2022-01-12 04:56:56 main:574] : INFO : Epoch 1557 | loss: 0.0311705 | val_loss: 0.0311847 | Time: 1571.21 ms [2022-01-12 04:56:58 main:574] : INFO : Epoch 1558 | loss: 0.0311697 | val_loss: 0.0311862 | Time: 1519.05 ms [2022-01-12 04:56:59 main:574] : INFO : Epoch 1559 | loss: 0.0311699 | val_loss: 0.0311867 | Time: 1526.51 ms [2022-01-12 04:57:01 main:574] : INFO : Epoch 1560 | loss: 0.0311711 | val_loss: 0.0311866 | Time: 1570.5 ms [2022-01-12 04:57:02 main:574] : INFO : Epoch 1561 | loss: 0.0311706 | val_loss: 0.0311862 | Time: 1532.87 ms [2022-01-12 04:57:04 main:574] : INFO : Epoch 1562 | loss: 0.0311706 | val_loss: 0.0311852 | Time: 1590.45 ms [2022-01-12 04:57:05 main:574] : INFO : Epoch 1563 | loss: 0.0311694 | val_loss: 0.0311858 | Time: 1535.18 ms [2022-01-12 04:57:07 main:574] : INFO : Epoch 1564 | loss: 0.03117 | val_loss: 0.0311882 | Time: 1495.13 ms [2022-01-12 04:57:08 main:574] : INFO : Epoch 1565 | loss: 0.0311709 | val_loss: 0.0311846 | Time: 1569.64 ms [2022-01-12 04:57:10 main:574] : INFO : Epoch 1566 | loss: 0.0311707 | val_loss: 0.0311848 | Time: 1584.43 ms [2022-01-12 04:57:12 main:574] : INFO : Epoch 1567 | loss: 0.0311715 | val_loss: 0.0311846 | Time: 1533.09 ms [2022-01-12 04:57:13 main:574] : INFO : Epoch 1568 | loss: 0.0311722 | val_loss: 0.0311869 | Time: 1602.44 ms [2022-01-12 04:57:15 main:574] : INFO : Epoch 1569 | loss: 0.031175 | val_loss: 0.0311866 | Time: 1561.71 ms [2022-01-12 04:57:16 main:574] : INFO : Epoch 1570 | loss: 0.031173 | val_loss: 0.0311868 | Time: 1524.85 ms [2022-01-12 04:57:18 main:574] : INFO : Epoch 1571 | loss: 0.0311718 | val_loss: 0.0311866 | Time: 1553.67 ms [2022-01-12 04:57:19 main:574] : INFO : Epoch 1572 | loss: 0.0311718 | val_loss: 0.0311855 | Time: 1475.42 ms [2022-01-12 04:57:21 main:574] : INFO : Epoch 1573 | loss: 0.0311713 | val_loss: 0.0311867 | Time: 1514.76 ms [2022-01-12 04:57:22 main:574] : INFO : Epoch 1574 | loss: 0.0311709 | val_loss: 0.031185 | Time: 1579.82 ms [2022-01-12 04:57:24 main:574] : INFO : Epoch 1575 | loss: 0.0311717 | val_loss: 0.0311844 | Time: 1536.1 ms [2022-01-12 04:57:25 main:574] : INFO : Epoch 1576 | loss: 0.0311717 | val_loss: 0.0311848 | Time: 1548.24 ms [2022-01-12 04:57:27 main:574] : INFO : Epoch 1577 | loss: 0.031171 | val_loss: 0.0311852 | Time: 1537.48 ms [2022-01-12 04:57:28 main:574] : INFO : Epoch 1578 | loss: 0.0311699 | val_loss: 0.0311875 | Time: 1530.76 ms [2022-01-12 04:57:30 main:574] : INFO : Epoch 1579 | loss: 0.0311698 | val_loss: 0.0311866 | Time: 1580.33 ms [2022-01-12 04:57:32 main:574] : INFO : Epoch 1580 | loss: 0.0311694 | val_loss: 0.0311851 | Time: 1506.77 ms [2022-01-12 04:57:33 main:574] : INFO : Epoch 1581 | loss: 0.0311709 | val_loss: 0.0311853 | Time: 1497.16 ms [2022-01-12 04:57:35 main:574] : INFO : Epoch 1582 | loss: 0.0311738 | val_loss: 0.0311839 | Time: 1520.45 ms [2022-01-12 04:57:36 main:574] : INFO : Epoch 1583 | loss: 0.0311708 | val_loss: 0.0311871 | Time: 1535.03 ms [2022-01-12 04:57:38 main:574] : INFO : Epoch 1584 | loss: 0.0311703 | val_loss: 0.0311851 | Time: 1537.54 ms [2022-01-12 04:57:39 main:574] : INFO : Epoch 1585 | loss: 0.0311686 | val_loss: 0.0311852 | Time: 1518.92 ms [2022-01-12 04:57:41 main:574] : INFO : Epoch 1586 | loss: 0.0311696 | val_loss: 0.0311857 | Time: 1545.82 ms [2022-01-12 04:57:42 main:574] : INFO : Epoch 1587 | loss: 0.0311683 | val_loss: 0.0311841 | Time: 1575.03 ms [2022-01-12 04:57:44 main:574] : INFO : Epoch 1588 | loss: 0.0311673 | val_loss: 0.0311855 | Time: 1600.13 ms [2022-01-12 04:57:46 main:574] : INFO : Epoch 1589 | loss: 0.0311679 | val_loss: 0.0311864 | Time: 1579.99 ms [2022-01-12 04:57:47 main:574] : INFO : Epoch 1590 | loss: 0.0311691 | val_loss: 0.0311865 | Time: 1526.5 ms [2022-01-12 04:57:49 main:574] : INFO : Epoch 1591 | loss: 0.0311691 | val_loss: 0.031189 | Time: 1523.82 ms [2022-01-12 04:57:50 main:574] : INFO : Epoch 1592 | loss: 0.0311675 | val_loss: 0.0311833 | Time: 1571.61 ms [2022-01-12 04:57:52 main:574] : INFO : Epoch 1593 | loss: 0.0311668 | val_loss: 0.0311867 | Time: 1544.82 ms [2022-01-12 04:57:53 main:574] : INFO : Epoch 1594 | loss: 0.0311676 | val_loss: 0.0311846 | Time: 1511.95 ms [2022-01-12 04:57:55 main:574] : INFO : Epoch 1595 | loss: 0.0311679 | val_loss: 0.0311853 | Time: 1534.89 ms [2022-01-12 04:57:56 main:574] : INFO : Epoch 1596 | loss: 0.0311663 | val_loss: 0.0311866 | Time: 1504.39 ms [2022-01-12 04:57:58 main:574] : INFO : Epoch 1597 | loss: 0.0311686 | val_loss: 0.0311838 | Time: 1507.36 ms [2022-01-12 04:57:59 main:574] : INFO : Epoch 1598 | loss: 0.0311673 | val_loss: 0.0311845 | Time: 1510.03 ms [2022-01-12 04:58:01 main:574] : INFO : Epoch 1599 | loss: 0.0311662 | val_loss: 0.0311884 | Time: 1550.14 ms [2022-01-12 04:58:02 main:574] : INFO : Epoch 1600 | loss: 0.0311671 | val_loss: 0.0311905 | Time: 1597.24 ms [2022-01-12 04:58:04 main:574] : INFO : Epoch 1601 | loss: 0.0311666 | val_loss: 0.031189 | Time: 1590.24 ms [2022-01-12 04:58:06 main:574] : INFO : Epoch 1602 | loss: 0.0311647 | val_loss: 0.0311858 | Time: 1588.4 ms [2022-01-12 04:58:07 main:574] : INFO : Epoch 1603 | loss: 0.0311645 | val_loss: 0.0311877 | Time: 1591.65 ms [2022-01-12 04:58:09 main:574] : INFO : Epoch 1604 | loss: 0.0311667 | val_loss: 0.0311858 | Time: 1546.63 ms [2022-01-12 04:58:10 main:574] : INFO : Epoch 1605 | loss: 0.0311649 | val_loss: 0.0311872 | Time: 1512.97 ms [2022-01-12 04:58:12 main:574] : INFO : Epoch 1606 | loss: 0.0311661 | val_loss: 0.0311885 | Time: 1566.41 ms [2022-01-12 04:58:13 main:574] : INFO : Epoch 1607 | loss: 0.031166 | val_loss: 0.0311866 | Time: 1478.04 ms [2022-01-12 04:58:15 main:574] : INFO : Epoch 1608 | loss: 0.0311662 | val_loss: 0.0311872 | Time: 1509.34 ms [2022-01-12 04:58:16 main:574] : INFO : Epoch 1609 | loss: 0.0311663 | val_loss: 0.0311858 | Time: 1532.18 ms [2022-01-12 04:58:18 main:574] : INFO : Epoch 1610 | loss: 0.0311654 | val_loss: 0.0311836 | Time: 1560.29 ms [2022-01-12 04:58:19 main:574] : INFO : Epoch 1611 | loss: 0.0311642 | val_loss: 0.0311847 | Time: 1541.05 ms [2022-01-12 04:58:21 main:574] : INFO : Epoch 1612 | loss: 0.0311639 | val_loss: 0.0311882 | Time: 1513.1 ms [2022-01-12 04:58:23 main:574] : INFO : Epoch 1613 | loss: 0.031165 | val_loss: 0.0311859 | Time: 1594.56 ms [2022-01-12 04:58:24 main:574] : INFO : Epoch 1614 | loss: 0.0311635 | val_loss: 0.0311857 | Time: 1533.46 ms [2022-01-12 04:58:26 main:574] : INFO : Epoch 1615 | loss: 0.0311641 | val_loss: 0.0311848 | Time: 1531.89 ms [2022-01-12 04:58:27 main:574] : INFO : Epoch 1616 | loss: 0.0311651 | val_loss: 0.0311883 | Time: 1564.22 ms [2022-01-12 04:58:29 main:574] : INFO : Epoch 1617 | loss: 0.0311658 | val_loss: 0.0311848 | Time: 1594.35 ms [2022-01-12 04:58:30 main:574] : INFO : Epoch 1618 | loss: 0.0311652 | val_loss: 0.0311865 | Time: 1509.87 ms [2022-01-12 04:58:32 main:574] : INFO : Epoch 1619 | loss: 0.0311665 | val_loss: 0.0311838 | Time: 1507.11 ms [2022-01-12 04:58:33 main:574] : INFO : Epoch 1620 | loss: 0.0311668 | val_loss: 0.0311862 | Time: 1576.01 ms [2022-01-12 04:58:35 main:574] : INFO : Epoch 1621 | loss: 0.0311666 | val_loss: 0.0311839 | Time: 1571.68 ms [2022-01-12 04:58:37 main:574] : INFO : Epoch 1622 | loss: 0.0311652 | val_loss: 0.0311855 | Time: 1548.94 ms [2022-01-12 04:58:38 main:574] : INFO : Epoch 1623 | loss: 0.0311644 | val_loss: 0.0311868 | Time: 1552.75 ms [2022-01-12 04:58:40 main:574] : INFO : Epoch 1624 | loss: 0.0311667 | val_loss: 0.0311884 | Time: 1547.2 ms [2022-01-12 04:58:41 main:574] : INFO : Epoch 1625 | loss: 0.0311661 | val_loss: 0.0311878 | Time: 1529.47 ms [2022-01-12 04:58:43 main:574] : INFO : Epoch 1626 | loss: 0.031166 | val_loss: 0.0311894 | Time: 1568.21 ms [2022-01-12 04:58:44 main:574] : INFO : Epoch 1627 | loss: 0.0311676 | val_loss: 0.0311893 | Time: 1505.63 ms [2022-01-12 04:58:46 main:574] : INFO : Epoch 1628 | loss: 0.0311652 | val_loss: 0.0311895 | Time: 1533.43 ms [2022-01-12 04:58:47 main:574] : INFO : Epoch 1629 | loss: 0.0311656 | val_loss: 0.0311911 | Time: 1547.78 ms [2022-01-12 04:58:49 main:574] : INFO : Epoch 1630 | loss: 0.0311646 | val_loss: 0.0311875 | Time: 1575.58 ms [2022-01-12 04:58:50 main:574] : INFO : Epoch 1631 | loss: 0.0311645 | val_loss: 0.0311857 | Time: 1531.65 ms [2022-01-12 04:58:52 main:574] : INFO : Epoch 1632 | loss: 0.0311652 | val_loss: 0.0311851 | Time: 1609.48 ms [2022-01-12 04:58:54 main:574] : INFO : Epoch 1633 | loss: 0.031165 | val_loss: 0.0311876 | Time: 1536.7 ms [2022-01-12 04:58:55 main:574] : INFO : Epoch 1634 | loss: 0.0311647 | val_loss: 0.0311906 | Time: 1509.01 ms [2022-01-12 04:58:57 main:574] : INFO : Epoch 1635 | loss: 0.0311649 | val_loss: 0.0311937 | Time: 1538.91 ms [2022-01-12 04:58:58 main:574] : INFO : Epoch 1636 | loss: 0.0311661 | val_loss: 0.0311898 | Time: 1496.49 ms [2022-01-12 04:59:00 main:574] : INFO : Epoch 1637 | loss: 0.0311637 | val_loss: 0.0311882 | Time: 1534.96 ms [2022-01-12 04:59:01 main:574] : INFO : Epoch 1638 | loss: 0.031163 | val_loss: 0.0311848 | Time: 1553.22 ms [2022-01-12 04:59:03 main:574] : INFO : Epoch 1639 | loss: 0.0311648 | val_loss: 0.0312201 | Time: 1587.71 ms [2022-01-12 04:59:04 main:574] : INFO : Epoch 1640 | loss: 0.0311655 | val_loss: 0.0312104 | Time: 1581.69 ms [2022-01-12 04:59:06 main:574] : INFO : Epoch 1641 | loss: 0.0311653 | val_loss: 0.0311865 | Time: 1525.73 ms [2022-01-12 04:59:08 main:574] : INFO : Epoch 1642 | loss: 0.031165 | val_loss: 0.0311846 | Time: 1564.1 ms [2022-01-12 04:59:09 main:574] : INFO : Epoch 1643 | loss: 0.0311646 | val_loss: 0.0311876 | Time: 1566.57 ms [2022-01-12 04:59:11 main:574] : INFO : Epoch 1644 | loss: 0.0311644 | val_loss: 0.031189 | Time: 1584.54 ms [2022-01-12 04:59:12 main:574] : INFO : Epoch 1645 | loss: 0.0311639 | val_loss: 0.031185 | Time: 1604.42 ms [2022-01-12 04:59:14 main:574] : INFO : Epoch 1646 | loss: 0.0311629 | val_loss: 0.0311912 | Time: 1527.12 ms [2022-01-12 04:59:15 main:574] : INFO : Epoch 1647 | loss: 0.0311646 | val_loss: 0.031189 | Time: 1521.45 ms [2022-01-12 04:59:17 main:574] : INFO : Epoch 1648 | loss: 0.0311634 | val_loss: 0.0311854 | Time: 1543.07 ms [2022-01-12 04:59:18 main:574] : INFO : Epoch 1649 | loss: 0.0311633 | val_loss: 0.0311888 | Time: 1531.9 ms [2022-01-12 04:59:20 main:574] : INFO : Epoch 1650 | loss: 0.0311707 | val_loss: 0.0311896 | Time: 1522.19 ms [2022-01-12 04:59:21 main:574] : INFO : Epoch 1651 | loss: 0.0311653 | val_loss: 0.0311849 | Time: 1519.39 ms [2022-01-12 04:59:23 main:574] : INFO : Epoch 1652 | loss: 0.031167 | val_loss: 0.0311898 | Time: 1528.84 ms [2022-01-12 04:59:25 main:574] : INFO : Epoch 1653 | loss: 0.031169 | val_loss: 0.0311826 | Time: 1547.98 ms [2022-01-12 04:59:26 main:574] : INFO : Epoch 1654 | loss: 0.0311665 | val_loss: 0.0311853 | Time: 1603.93 ms [2022-01-12 04:59:28 main:574] : INFO : Epoch 1655 | loss: 0.0311639 | val_loss: 0.0311822 | Time: 1597.33 ms [2022-01-12 04:59:29 main:574] : INFO : Epoch 1656 | loss: 0.0311633 | val_loss: 0.0311829 | Time: 1563.02 ms [2022-01-12 04:59:31 main:574] : INFO : Epoch 1657 | loss: 0.0311625 | val_loss: 0.0311865 | Time: 1498.76 ms [2022-01-12 04:59:32 main:574] : INFO : Epoch 1658 | loss: 0.0311629 | val_loss: 0.0311846 | Time: 1555.82 ms [2022-01-12 04:59:34 main:574] : INFO : Epoch 1659 | loss: 0.0311623 | val_loss: 0.0311852 | Time: 1525.12 ms [2022-01-12 04:59:35 main:574] : INFO : Epoch 1660 | loss: 0.0311629 | val_loss: 0.0311884 | Time: 1532.42 ms [2022-01-12 04:59:37 main:574] : INFO : Epoch 1661 | loss: 0.0311624 | val_loss: 0.0311866 | Time: 1543.31 ms [2022-01-12 04:59:38 main:574] : INFO : Epoch 1662 | loss: 0.0311644 | val_loss: 0.0311882 | Time: 1489.6 ms [2022-01-12 04:59:40 main:574] : INFO : Epoch 1663 | loss: 0.0311636 | val_loss: 0.031184 | Time: 1528.59 ms [2022-01-12 04:59:42 main:574] : INFO : Epoch 1664 | loss: 0.0311643 | val_loss: 0.0311857 | Time: 1545.79 ms [2022-01-12 04:59:43 main:574] : INFO : Epoch 1665 | loss: 0.0311642 | val_loss: 0.0311875 | Time: 1553.86 ms [2022-01-12 04:59:45 main:574] : INFO : Epoch 1666 | loss: 0.0311637 | val_loss: 0.031186 | Time: 1584.09 ms [2022-01-12 04:59:46 main:574] : INFO : Epoch 1667 | loss: 0.0311621 | val_loss: 0.0311872 | Time: 1592.63 ms [2022-01-12 04:59:48 main:574] : INFO : Epoch 1668 | loss: 0.0311638 | val_loss: 0.0311878 | Time: 1578.42 ms [2022-01-12 04:59:49 main:574] : INFO : Epoch 1669 | loss: 0.0311621 | val_loss: 0.0311843 | Time: 1545.41 ms [2022-01-12 04:59:51 main:574] : INFO : Epoch 1670 | loss: 0.0311621 | val_loss: 0.031184 | Time: 1536.13 ms [2022-01-12 04:59:53 main:574] : INFO : Epoch 1671 | loss: 0.0311627 | val_loss: 0.0311827 | Time: 1588.47 ms [2022-01-12 04:59:54 main:574] : INFO : Epoch 1672 | loss: 0.0311611 | val_loss: 0.0311829 | Time: 1522.08 ms [2022-01-12 04:59:56 main:574] : INFO : Epoch 1673 | loss: 0.0311617 | val_loss: 0.0311841 | Time: 1530.34 ms [2022-01-12 04:59:57 main:574] : INFO : Epoch 1674 | loss: 0.0311618 | val_loss: 0.031185 | Time: 1525.79 ms [2022-01-12 04:59:59 main:574] : INFO : Epoch 1675 | loss: 0.0311673 | val_loss: 0.0311863 | Time: 1550.85 ms [2022-01-12 05:00:00 main:574] : INFO : Epoch 1676 | loss: 0.0311665 | val_loss: 0.0311848 | Time: 1536.04 ms [2022-01-12 05:00:02 main:574] : INFO : Epoch 1677 | loss: 0.0311655 | val_loss: 0.0311856 | Time: 1571.4 ms [2022-01-12 05:00:03 main:574] : INFO : Epoch 1678 | loss: 0.0311656 | val_loss: 0.0311853 | Time: 1539.26 ms [2022-01-12 05:00:05 main:574] : INFO : Epoch 1679 | loss: 0.0311662 | val_loss: 0.0311835 | Time: 1527.79 ms [2022-01-12 05:00:06 main:574] : INFO : Epoch 1680 | loss: 0.0311647 | val_loss: 0.0311821 | Time: 1578.98 ms [2022-01-12 05:00:08 main:574] : INFO : Epoch 1681 | loss: 0.031167 | val_loss: 0.0311875 | Time: 1580.45 ms [2022-01-12 05:00:10 main:574] : INFO : Epoch 1682 | loss: 0.0311657 | val_loss: 0.0311891 | Time: 1556.77 ms [2022-01-12 05:00:11 main:574] : INFO : Epoch 1683 | loss: 0.0311671 | val_loss: 0.031184 | Time: 1520.11 ms [2022-01-12 05:00:13 main:574] : INFO : Epoch 1684 | loss: 0.0311634 | val_loss: 0.0311837 | Time: 1575.47 ms [2022-01-12 05:00:14 main:574] : INFO : Epoch 1685 | loss: 0.0311639 | val_loss: 0.0311877 | Time: 1588.55 ms [2022-01-12 05:00:16 main:574] : INFO : Epoch 1686 | loss: 0.0311681 | val_loss: 0.0311854 | Time: 1569.62 ms [2022-01-12 05:00:17 main:574] : INFO : Epoch 1687 | loss: 0.0311666 | val_loss: 0.0311846 | Time: 1524.85 ms [2022-01-12 05:00:19 main:574] : INFO : Epoch 1688 | loss: 0.0311687 | val_loss: 0.0311818 | Time: 1595.82 ms [2022-01-12 05:00:20 main:574] : INFO : Epoch 1689 | loss: 0.0311689 | val_loss: 0.0311878 | Time: 1495.55 ms [2022-01-12 05:00:22 main:574] : INFO : Epoch 1690 | loss: 0.0311699 | val_loss: 0.0311892 | Time: 1556.88 ms [2022-01-12 05:00:24 main:574] : INFO : Epoch 1691 | loss: 0.0311686 | val_loss: 0.0311859 | Time: 1579.32 ms [2022-01-12 05:00:25 main:574] : INFO : Epoch 1692 | loss: 0.0311693 | val_loss: 0.0311941 | Time: 1559.09 ms [2022-01-12 05:00:27 main:574] : INFO : Epoch 1693 | loss: 0.031168 | val_loss: 0.0311882 | Time: 1517.88 ms [2022-01-12 05:00:28 main:574] : INFO : Epoch 1694 | loss: 0.0311657 | val_loss: 0.0311863 | Time: 1500.21 ms [2022-01-12 05:00:30 main:574] : INFO : Epoch 1695 | loss: 0.0311655 | val_loss: 0.0311871 | Time: 1548.16 ms [2022-01-12 05:00:31 main:574] : INFO : Epoch 1696 | loss: 0.0311653 | val_loss: 0.0311936 | Time: 1567.57 ms [2022-01-12 05:00:33 main:574] : INFO : Epoch 1697 | loss: 0.0311648 | val_loss: 0.0311857 | Time: 1530.98 ms [2022-01-12 05:00:34 main:574] : INFO : Epoch 1698 | loss: 0.0311638 | val_loss: 0.0311862 | Time: 1529.43 ms [2022-01-12 05:00:36 main:574] : INFO : Epoch 1699 | loss: 0.0311656 | val_loss: 0.0311872 | Time: 1557.96 ms [2022-01-12 05:00:38 main:574] : INFO : Epoch 1700 | loss: 0.0311637 | val_loss: 0.031187 | Time: 1598.24 ms [2022-01-12 05:00:39 main:574] : INFO : Epoch 1701 | loss: 0.0311631 | val_loss: 0.0311921 | Time: 1547.24 ms [2022-01-12 05:00:41 main:574] : INFO : Epoch 1702 | loss: 0.0311641 | val_loss: 0.0311856 | Time: 1490.15 ms [2022-01-12 05:00:42 main:574] : INFO : Epoch 1703 | loss: 0.0311638 | val_loss: 0.0311856 | Time: 1524.97 ms [2022-01-12 05:00:44 main:574] : INFO : Epoch 1704 | loss: 0.0311659 | val_loss: 0.0311867 | Time: 1543.84 ms [2022-01-12 05:00:45 main:574] : INFO : Epoch 1705 | loss: 0.0311657 | val_loss: 0.0311877 | Time: 1557.4 ms [2022-01-12 05:00:47 main:574] : INFO : Epoch 1706 | loss: 0.0311641 | val_loss: 0.0311882 | Time: 1535.84 ms [2022-01-12 05:00:48 main:574] : INFO : Epoch 1707 | loss: 0.0311644 | val_loss: 0.0311852 | Time: 1515.18 ms [2022-01-12 05:00:50 main:574] : INFO : Epoch 1708 | loss: 0.0311648 | val_loss: 0.0311875 | Time: 1516.75 ms [2022-01-12 05:00:51 main:574] : INFO : Epoch 1709 | loss: 0.0311627 | val_loss: 0.0311867 | Time: 1517.86 ms [2022-01-12 05:00:53 main:574] : INFO : Epoch 1710 | loss: 0.0311621 | val_loss: 0.0311851 | Time: 1558.54 ms [2022-01-12 05:00:54 main:574] : INFO : Epoch 1711 | loss: 0.0311693 | val_loss: 0.0312019 | Time: 1565.78 ms [2022-01-12 05:00:56 main:574] : INFO : Epoch 1712 | loss: 0.0311815 | val_loss: 0.0311897 | Time: 1560.87 ms [2022-01-12 05:00:58 main:574] : INFO : Epoch 1713 | loss: 0.0311695 | val_loss: 0.0311912 | Time: 1593.08 ms [2022-01-12 05:00:59 main:574] : INFO : Epoch 1714 | loss: 0.0311641 | val_loss: 0.031187 | Time: 1578.4 ms [2022-01-12 05:01:01 main:574] : INFO : Epoch 1715 | loss: 0.0311618 | val_loss: 0.0311882 | Time: 1546.75 ms [2022-01-12 05:01:02 main:574] : INFO : Epoch 1716 | loss: 0.0311622 | val_loss: 0.0311891 | Time: 1561.12 ms [2022-01-12 05:01:04 main:574] : INFO : Epoch 1717 | loss: 0.0311608 | val_loss: 0.0311913 | Time: 1556.07 ms [2022-01-12 05:01:05 main:574] : INFO : Epoch 1718 | loss: 0.0311604 | val_loss: 0.0311854 | Time: 1541.21 ms [2022-01-12 05:01:07 main:574] : INFO : Epoch 1719 | loss: 0.0311621 | val_loss: 0.0311871 | Time: 1568.11 ms [2022-01-12 05:01:09 main:574] : INFO : Epoch 1720 | loss: 0.0311633 | val_loss: 0.0311845 | Time: 1529.57 ms [2022-01-12 05:01:10 main:574] : INFO : Epoch 1721 | loss: 0.0311628 | val_loss: 0.0311858 | Time: 1556.95 ms [2022-01-12 05:01:12 main:574] : INFO : Epoch 1722 | loss: 0.0311607 | val_loss: 0.0311885 | Time: 1550.13 ms [2022-01-12 05:01:13 main:574] : INFO : Epoch 1723 | loss: 0.0311607 | val_loss: 0.0311887 | Time: 1605.15 ms [2022-01-12 05:01:15 main:574] : INFO : Epoch 1724 | loss: 0.0311616 | val_loss: 0.0311868 | Time: 1615.9 ms [2022-01-12 05:01:16 main:574] : INFO : Epoch 1725 | loss: 0.0311623 | val_loss: 0.0311939 | Time: 1553.87 ms [2022-01-12 05:01:18 main:574] : INFO : Epoch 1726 | loss: 0.0311629 | val_loss: 0.0311965 | Time: 1546.82 ms [2022-01-12 05:01:19 main:574] : INFO : Epoch 1727 | loss: 0.0311632 | val_loss: 0.0311854 | Time: 1524.35 ms [2022-01-12 05:01:21 main:574] : INFO : Epoch 1728 | loss: 0.0311618 | val_loss: 0.0311906 | Time: 1490.77 ms [2022-01-12 05:01:23 main:574] : INFO : Epoch 1729 | loss: 0.0311632 | val_loss: 0.0311899 | Time: 1582.37 ms [2022-01-12 05:01:24 main:574] : INFO : Epoch 1730 | loss: 0.0311637 | val_loss: 0.0311852 | Time: 1561.32 ms [2022-01-12 05:01:26 main:574] : INFO : Epoch 1731 | loss: 0.0311638 | val_loss: 0.0311909 | Time: 1605.11 ms [2022-01-12 05:01:27 main:574] : INFO : Epoch 1732 | loss: 0.0311635 | val_loss: 0.0311887 | Time: 1574.2 ms [2022-01-12 05:01:29 main:574] : INFO : Epoch 1733 | loss: 0.0311656 | val_loss: 0.0311856 | Time: 1526.86 ms [2022-01-12 05:01:30 main:574] : INFO : Epoch 1734 | loss: 0.0311626 | val_loss: 0.0311868 | Time: 1628.43 ms [2022-01-12 05:01:32 main:574] : INFO : Epoch 1735 | loss: 0.0311642 | val_loss: 0.0311899 | Time: 1551.61 ms [2022-01-12 05:01:34 main:574] : INFO : Epoch 1736 | loss: 0.0311628 | val_loss: 0.031185 | Time: 1552.62 ms [2022-01-12 05:01:35 main:574] : INFO : Epoch 1737 | loss: 0.0311618 | val_loss: 0.0311841 | Time: 1501.85 ms [2022-01-12 05:01:37 main:574] : INFO : Epoch 1738 | loss: 0.0311604 | val_loss: 0.0311854 | Time: 1465.72 ms [2022-01-12 05:01:38 main:574] : INFO : Epoch 1739 | loss: 0.0311612 | val_loss: 0.0311854 | Time: 1529.38 ms [2022-01-12 05:01:40 main:574] : INFO : Epoch 1740 | loss: 0.0311609 | val_loss: 0.0311874 | Time: 1515.54 ms [2022-01-12 05:01:41 main:574] : INFO : Epoch 1741 | loss: 0.0311596 | val_loss: 0.0311879 | Time: 1559.33 ms [2022-01-12 05:01:43 main:574] : INFO : Epoch 1742 | loss: 0.0311607 | val_loss: 0.0311874 | Time: 1554.07 ms [2022-01-12 05:01:44 main:574] : INFO : Epoch 1743 | loss: 0.0311591 | val_loss: 0.0311883 | Time: 1534.34 ms [2022-01-12 05:01:46 main:574] : INFO : Epoch 1744 | loss: 0.0311609 | val_loss: 0.0311853 | Time: 1537.74 ms [2022-01-12 05:01:47 main:574] : INFO : Epoch 1745 | loss: 0.0311591 | val_loss: 0.031189 | Time: 1580.76 ms [2022-01-12 05:01:49 main:574] : INFO : Epoch 1746 | loss: 0.0311587 | val_loss: 0.0311871 | Time: 1579.27 ms [2022-01-12 05:01:51 main:574] : INFO : Epoch 1747 | loss: 0.031158 | val_loss: 0.0311863 | Time: 1545.2 ms [2022-01-12 05:01:52 main:574] : INFO : Epoch 1748 | loss: 0.0311576 | val_loss: 0.0311949 | Time: 1515.54 ms [2022-01-12 05:01:54 main:574] : INFO : Epoch 1749 | loss: 0.0311626 | val_loss: 0.0311939 | Time: 1569.52 ms [2022-01-12 05:01:55 main:574] : INFO : Epoch 1750 | loss: 0.0311608 | val_loss: 0.0311974 | Time: 1543.08 ms [2022-01-12 05:01:57 main:574] : INFO : Epoch 1751 | loss: 0.0311614 | val_loss: 0.0311843 | Time: 1553.81 ms [2022-01-12 05:01:58 main:574] : INFO : Epoch 1752 | loss: 0.0311609 | val_loss: 0.0311847 | Time: 1536.74 ms [2022-01-12 05:02:00 main:574] : INFO : Epoch 1753 | loss: 0.0311582 | val_loss: 0.031189 | Time: 1566.71 ms [2022-01-12 05:02:01 main:574] : INFO : Epoch 1754 | loss: 0.031159 | val_loss: 0.0311921 | Time: 1536.11 ms [2022-01-12 05:02:03 main:574] : INFO : Epoch 1755 | loss: 0.0311664 | val_loss: 0.0311876 | Time: 1581.96 ms [2022-01-12 05:02:05 main:574] : INFO : Epoch 1756 | loss: 0.0311673 | val_loss: 0.0311836 | Time: 1563.05 ms [2022-01-12 05:02:06 main:574] : INFO : Epoch 1757 | loss: 0.0311692 | val_loss: 0.0311914 | Time: 1585.21 ms [2022-01-12 05:02:08 main:574] : INFO : Epoch 1758 | loss: 0.0311671 | val_loss: 0.0311855 | Time: 1544.65 ms [2022-01-12 05:02:09 main:574] : INFO : Epoch 1759 | loss: 0.0311649 | val_loss: 0.0311846 | Time: 1531.25 ms [2022-01-12 05:02:11 main:574] : INFO : Epoch 1760 | loss: 0.0311643 | val_loss: 0.0311888 | Time: 1541.18 ms [2022-01-12 05:02:12 main:574] : INFO : Epoch 1761 | loss: 0.0311622 | val_loss: 0.0311859 | Time: 1540.07 ms [2022-01-12 05:02:14 main:574] : INFO : Epoch 1762 | loss: 0.0311628 | val_loss: 0.0311851 | Time: 1523.8 ms [2022-01-12 05:02:15 main:574] : INFO : Epoch 1763 | loss: 0.031165 | val_loss: 0.0311845 | Time: 1570.54 ms [2022-01-12 05:02:17 main:574] : INFO : Epoch 1764 | loss: 0.0311634 | val_loss: 0.031185 | Time: 1553.81 ms [2022-01-12 05:02:19 main:574] : INFO : Epoch 1765 | loss: 0.0311624 | val_loss: 0.0311869 | Time: 1575.9 ms [2022-01-12 05:02:20 main:574] : INFO : Epoch 1766 | loss: 0.0311616 | val_loss: 0.0311877 | Time: 1562.71 ms [2022-01-12 05:02:22 main:574] : INFO : Epoch 1767 | loss: 0.0311612 | val_loss: 0.0311874 | Time: 1494.91 ms [2022-01-12 05:02:23 main:574] : INFO : Epoch 1768 | loss: 0.0311626 | val_loss: 0.0311914 | Time: 1537.33 ms [2022-01-12 05:02:25 main:574] : INFO : Epoch 1769 | loss: 0.0311653 | val_loss: 0.0311904 | Time: 1503.58 ms [2022-01-12 05:02:26 main:574] : INFO : Epoch 1770 | loss: 0.0311655 | val_loss: 0.0311862 | Time: 1574.39 ms [2022-01-12 05:02:28 main:574] : INFO : Epoch 1771 | loss: 0.0311666 | val_loss: 0.0311935 | Time: 1554.24 ms [2022-01-12 05:02:29 main:574] : INFO : Epoch 1772 | loss: 0.0311648 | val_loss: 0.031191 | Time: 1565.06 ms [2022-01-12 05:02:31 main:574] : INFO : Epoch 1773 | loss: 0.0311632 | val_loss: 0.0311871 | Time: 1506.47 ms [2022-01-12 05:02:32 main:574] : INFO : Epoch 1774 | loss: 0.0311596 | val_loss: 0.0311867 | Time: 1571.96 ms [2022-01-12 05:02:34 main:574] : INFO : Epoch 1775 | loss: 0.0311602 | val_loss: 0.0311897 | Time: 1507.49 ms [2022-01-12 05:02:35 main:574] : INFO : Epoch 1776 | loss: 0.0311606 | val_loss: 0.0311873 | Time: 1565.06 ms [2022-01-12 05:02:37 main:574] : INFO : Epoch 1777 | loss: 0.0311583 | val_loss: 0.0311869 | Time: 1591.39 ms [2022-01-12 05:02:39 main:574] : INFO : Epoch 1778 | loss: 0.0311589 | val_loss: 0.0311861 | Time: 1547.7 ms [2022-01-12 05:02:40 main:574] : INFO : Epoch 1779 | loss: 0.0311596 | val_loss: 0.0311895 | Time: 1458.28 ms [2022-01-12 05:02:42 main:574] : INFO : Epoch 1780 | loss: 0.0311633 | val_loss: 0.031184 | Time: 1570.41 ms [2022-01-12 05:02:43 main:574] : INFO : Epoch 1781 | loss: 0.0311618 | val_loss: 0.0311868 | Time: 1557.53 ms [2022-01-12 05:02:45 main:574] : INFO : Epoch 1782 | loss: 0.0311617 | val_loss: 0.0311862 | Time: 1546.68 ms [2022-01-12 05:02:46 main:574] : INFO : Epoch 1783 | loss: 0.0311598 | val_loss: 0.0311892 | Time: 1538.34 ms [2022-01-12 05:02:48 main:574] : INFO : Epoch 1784 | loss: 0.0311596 | val_loss: 0.0311869 | Time: 1575.66 ms [2022-01-12 05:02:50 main:574] : INFO : Epoch 1785 | loss: 0.03116 | val_loss: 0.0311865 | Time: 1615.32 ms [2022-01-12 05:02:51 main:574] : INFO : Epoch 1786 | loss: 0.03116 | val_loss: 0.0311843 | Time: 1549.87 ms [2022-01-12 05:02:53 main:574] : INFO : Epoch 1787 | loss: 0.0311598 | val_loss: 0.0311875 | Time: 1575.6 ms [2022-01-12 05:02:54 main:574] : INFO : Epoch 1788 | loss: 0.0311595 | val_loss: 0.0311823 | Time: 1530.3 ms [2022-01-12 05:02:56 main:574] : INFO : Epoch 1789 | loss: 0.0311572 | val_loss: 0.0311852 | Time: 1516.73 ms [2022-01-12 05:02:57 main:574] : INFO : Epoch 1790 | loss: 0.0311571 | val_loss: 0.0311858 | Time: 1572.85 ms [2022-01-12 05:02:59 main:574] : INFO : Epoch 1791 | loss: 0.0311589 | val_loss: 0.0311869 | Time: 1561.29 ms [2022-01-12 05:03:00 main:574] : INFO : Epoch 1792 | loss: 0.0311602 | val_loss: 0.0311856 | Time: 1561.42 ms [2022-01-12 05:03:02 main:574] : INFO : Epoch 1793 | loss: 0.0311595 | val_loss: 0.031185 | Time: 1524.35 ms [2022-01-12 05:03:03 main:574] : INFO : Epoch 1794 | loss: 0.0311594 | val_loss: 0.0311852 | Time: 1520.99 ms [2022-01-12 05:03:05 main:574] : INFO : Epoch 1795 | loss: 0.0311589 | val_loss: 0.0311836 | Time: 1570.22 ms [2022-01-12 05:03:07 main:574] : INFO : Epoch 1796 | loss: 0.0311585 | val_loss: 0.0311845 | Time: 1501.38 ms [2022-01-12 05:03:08 main:574] : INFO : Epoch 1797 | loss: 0.0311568 | val_loss: 0.0311857 | Time: 1544.08 ms [2022-01-12 05:03:10 main:574] : INFO : Epoch 1798 | loss: 0.0311584 | val_loss: 0.03119 | Time: 1599.41 ms [2022-01-12 05:03:11 main:574] : INFO : Epoch 1799 | loss: 0.0311617 | val_loss: 0.0311889 | Time: 1552.84 ms [2022-01-12 05:03:13 main:574] : INFO : Epoch 1800 | loss: 0.0311582 | val_loss: 0.0311826 | Time: 1555.91 ms [2022-01-12 05:03:14 main:574] : INFO : Epoch 1801 | loss: 0.0311614 | val_loss: 0.0311834 | Time: 1550.43 ms [2022-01-12 05:03:16 main:574] : INFO : Epoch 1802 | loss: 0.03116 | val_loss: 0.0311848 | Time: 1565.77 ms [2022-01-12 05:03:17 main:574] : INFO : Epoch 1803 | loss: 0.0311589 | val_loss: 0.0311887 | Time: 1576.61 ms [2022-01-12 05:03:19 main:574] : INFO : Epoch 1804 | loss: 0.0311621 | val_loss: 0.0311876 | Time: 1566.88 ms [2022-01-12 05:03:21 main:574] : INFO : Epoch 1805 | loss: 0.0311624 | val_loss: 0.0311925 | Time: 1568.85 ms [2022-01-12 05:03:22 main:574] : INFO : Epoch 1806 | loss: 0.0311623 | val_loss: 0.031188 | Time: 1573.92 ms [2022-01-12 05:03:24 main:574] : INFO : Epoch 1807 | loss: 0.0311595 | val_loss: 0.0311864 | Time: 1554.5 ms [2022-01-12 05:03:25 main:574] : INFO : Epoch 1808 | loss: 0.0311598 | val_loss: 0.0311848 | Time: 1569.03 ms [2022-01-12 05:03:27 main:574] : INFO : Epoch 1809 | loss: 0.0311596 | val_loss: 0.0311842 | Time: 1538.16 ms [2022-01-12 05:03:28 main:574] : INFO : Epoch 1810 | loss: 0.031159 | val_loss: 0.0311921 | Time: 1522.45 ms [2022-01-12 05:03:30 main:574] : INFO : Epoch 1811 | loss: 0.0311604 | val_loss: 0.0311879 | Time: 1539.46 ms [2022-01-12 05:03:31 main:574] : INFO : Epoch 1812 | loss: 0.0311584 | val_loss: 0.0311862 | Time: 1543.12 ms [2022-01-12 05:03:33 main:574] : INFO : Epoch 1813 | loss: 0.0311569 | val_loss: 0.0311868 | Time: 1525.31 ms [2022-01-12 05:03:35 main:574] : INFO : Epoch 1814 | loss: 0.0311572 | val_loss: 0.0311991 | Time: 1521.92 ms [2022-01-12 05:03:36 main:574] : INFO : Epoch 1815 | loss: 0.0311604 | val_loss: 0.0311861 | Time: 1587.02 ms [2022-01-12 05:03:38 main:574] : INFO : Epoch 1816 | loss: 0.0311571 | val_loss: 0.0311856 | Time: 1536.28 ms [2022-01-12 05:03:39 main:574] : INFO : Epoch 1817 | loss: 0.0311569 | val_loss: 0.0311876 | Time: 1552.05 ms [2022-01-12 05:03:41 main:574] : INFO : Epoch 1818 | loss: 0.0311563 | val_loss: 0.031192 | Time: 1554.76 ms [2022-01-12 05:03:42 main:574] : INFO : Epoch 1819 | loss: 0.0311575 | val_loss: 0.031185 | Time: 1566.77 ms [2022-01-12 05:03:44 main:574] : INFO : Epoch 1820 | loss: 0.031157 | val_loss: 0.0311884 | Time: 1510.51 ms [2022-01-12 05:03:45 main:574] : INFO : Epoch 1821 | loss: 0.0311572 | val_loss: 0.0311855 | Time: 1537.21 ms [2022-01-12 05:03:47 main:574] : INFO : Epoch 1822 | loss: 0.0311579 | val_loss: 0.03119 | Time: 1570.92 ms [2022-01-12 05:03:49 main:574] : INFO : Epoch 1823 | loss: 0.0311582 | val_loss: 0.0311914 | Time: 1544.87 ms [2022-01-12 05:03:50 main:574] : INFO : Epoch 1824 | loss: 0.0311638 | val_loss: 0.031187 | Time: 1562.5 ms [2022-01-12 05:03:52 main:574] : INFO : Epoch 1825 | loss: 0.0311632 | val_loss: 0.0311861 | Time: 1568.08 ms [2022-01-12 05:03:53 main:574] : INFO : Epoch 1826 | loss: 0.0311594 | val_loss: 0.0311881 | Time: 1587.61 ms [2022-01-12 05:03:55 main:574] : INFO : Epoch 1827 | loss: 0.0311581 | val_loss: 0.0311865 | Time: 1528.48 ms [2022-01-12 05:03:56 main:574] : INFO : Epoch 1828 | loss: 0.0311565 | val_loss: 0.0311879 | Time: 1517.72 ms [2022-01-12 05:03:58 main:574] : INFO : Epoch 1829 | loss: 0.031156 | val_loss: 0.0311861 | Time: 1539.3 ms [2022-01-12 05:03:59 main:574] : INFO : Epoch 1830 | loss: 0.0311566 | val_loss: 0.0311881 | Time: 1540.19 ms [2022-01-12 05:04:01 main:574] : INFO : Epoch 1831 | loss: 0.0311568 | val_loss: 0.0311892 | Time: 1534.29 ms [2022-01-12 05:04:02 main:574] : INFO : Epoch 1832 | loss: 0.0311575 | val_loss: 0.0311856 | Time: 1580.55 ms [2022-01-12 05:04:04 main:574] : INFO : Epoch 1833 | loss: 0.031157 | val_loss: 0.0311887 | Time: 1585.46 ms [2022-01-12 05:04:06 main:574] : INFO : Epoch 1834 | loss: 0.0311557 | val_loss: 0.0311896 | Time: 1555.52 ms [2022-01-12 05:04:07 main:574] : INFO : Epoch 1835 | loss: 0.0311556 | val_loss: 0.0311914 | Time: 1617.39 ms [2022-01-12 05:04:09 main:574] : INFO : Epoch 1836 | loss: 0.0311563 | val_loss: 0.0311935 | Time: 1577.02 ms [2022-01-12 05:04:10 main:574] : INFO : Epoch 1837 | loss: 0.0311557 | val_loss: 0.0311934 | Time: 1610.78 ms [2022-01-12 05:04:12 main:574] : INFO : Epoch 1838 | loss: 0.0311537 | val_loss: 0.0311895 | Time: 1533.72 ms [2022-01-12 05:04:14 main:574] : INFO : Epoch 1839 | loss: 0.0311553 | val_loss: 0.0311898 | Time: 1544.8 ms [2022-01-12 05:04:15 main:574] : INFO : Epoch 1840 | loss: 0.0311572 | val_loss: 0.0311904 | Time: 1498.72 ms [2022-01-12 05:04:17 main:574] : INFO : Epoch 1841 | loss: 0.0311552 | val_loss: 0.0311901 | Time: 1579.4 ms [2022-01-12 05:04:18 main:574] : INFO : Epoch 1842 | loss: 0.0311557 | val_loss: 0.0311868 | Time: 1602.17 ms [2022-01-12 05:04:20 main:574] : INFO : Epoch 1843 | loss: 0.031156 | val_loss: 0.0311929 | Time: 1564.19 ms [2022-01-12 05:04:21 main:574] : INFO : Epoch 1844 | loss: 0.0311555 | val_loss: 0.0311904 | Time: 1509.37 ms [2022-01-12 05:04:23 main:574] : INFO : Epoch 1845 | loss: 0.0311552 | val_loss: 0.0311918 | Time: 1603.65 ms [2022-01-12 05:04:24 main:574] : INFO : Epoch 1846 | loss: 0.0311547 | val_loss: 0.0311866 | Time: 1587.12 ms [2022-01-12 05:04:26 main:574] : INFO : Epoch 1847 | loss: 0.0311561 | val_loss: 0.0311897 | Time: 1543.84 ms [2022-01-12 05:04:28 main:574] : INFO : Epoch 1848 | loss: 0.0311555 | val_loss: 0.0311917 | Time: 1574.8 ms [2022-01-12 05:04:29 main:574] : INFO : Epoch 1849 | loss: 0.031157 | val_loss: 0.0311915 | Time: 1608.38 ms [2022-01-12 05:04:31 main:574] : INFO : Epoch 1850 | loss: 0.0311784 | val_loss: 0.031196 | Time: 1550.67 ms [2022-01-12 05:04:32 main:574] : INFO : Epoch 1851 | loss: 0.0311778 | val_loss: 0.0311853 | Time: 1531.8 ms [2022-01-12 05:04:34 main:574] : INFO : Epoch 1852 | loss: 0.0311732 | val_loss: 0.0311796 | Time: 1467.09 ms [2022-01-12 05:04:35 main:574] : INFO : Epoch 1853 | loss: 0.031177 | val_loss: 0.031183 | Time: 1522.3 ms [2022-01-12 05:04:37 main:574] : INFO : Epoch 1854 | loss: 0.0311696 | val_loss: 0.0311828 | Time: 1494.24 ms [2022-01-12 05:04:38 main:574] : INFO : Epoch 1855 | loss: 0.031167 | val_loss: 0.0311808 | Time: 1567.95 ms [2022-01-12 05:04:40 main:574] : INFO : Epoch 1856 | loss: 0.0311659 | val_loss: 0.0311834 | Time: 1591.63 ms [2022-01-12 05:04:42 main:574] : INFO : Epoch 1857 | loss: 0.0311644 | val_loss: 0.0311823 | Time: 1566.39 ms [2022-01-12 05:04:43 main:574] : INFO : Epoch 1858 | loss: 0.0311625 | val_loss: 0.0311816 | Time: 1590.5 ms [2022-01-12 05:04:45 main:574] : INFO : Epoch 1859 | loss: 0.0311619 | val_loss: 0.031181 | Time: 1547.44 ms [2022-01-12 05:04:46 main:574] : INFO : Epoch 1860 | loss: 0.0311604 | val_loss: 0.0311825 | Time: 1497.37 ms [2022-01-12 05:04:48 main:574] : INFO : Epoch 1861 | loss: 0.0311606 | val_loss: 0.0311902 | Time: 1499.47 ms [2022-01-12 05:04:49 main:574] : INFO : Epoch 1862 | loss: 0.031162 | val_loss: 0.031182 | Time: 1536.73 ms [2022-01-12 05:04:51 main:574] : INFO : Epoch 1863 | loss: 0.0311603 | val_loss: 0.0311876 | Time: 1561.63 ms [2022-01-12 05:04:52 main:574] : INFO : Epoch 1864 | loss: 0.0311615 | val_loss: 0.0311865 | Time: 1539.06 ms [2022-01-12 05:04:54 main:574] : INFO : Epoch 1865 | loss: 0.031162 | val_loss: 0.03119 | Time: 1522.8 ms [2022-01-12 05:04:55 main:574] : INFO : Epoch 1866 | loss: 0.0311622 | val_loss: 0.0311839 | Time: 1553.83 ms [2022-01-12 05:04:57 main:574] : INFO : Epoch 1867 | loss: 0.0311616 | val_loss: 0.0311857 | Time: 1592.73 ms [2022-01-12 05:04:59 main:574] : INFO : Epoch 1868 | loss: 0.0311604 | val_loss: 0.0311869 | Time: 1548.51 ms [2022-01-12 05:05:00 main:574] : INFO : Epoch 1869 | loss: 0.0311651 | val_loss: 0.0311868 | Time: 1551.88 ms [2022-01-12 05:05:02 main:574] : INFO : Epoch 1870 | loss: 0.0311642 | val_loss: 0.0311874 | Time: 1518.63 ms [2022-01-12 05:05:03 main:574] : INFO : Epoch 1871 | loss: 0.0311633 | val_loss: 0.0311862 | Time: 1558.94 ms [2022-01-12 05:05:05 main:574] : INFO : Epoch 1872 | loss: 0.031162 | val_loss: 0.0311818 | Time: 1526.66 ms [2022-01-12 05:05:06 main:574] : INFO : Epoch 1873 | loss: 0.0311611 | val_loss: 0.0311849 | Time: 1528.15 ms [2022-01-12 05:05:08 main:574] : INFO : Epoch 1874 | loss: 0.031162 | val_loss: 0.0311845 | Time: 1536.17 ms [2022-01-12 05:05:09 main:574] : INFO : Epoch 1875 | loss: 0.0311611 | val_loss: 0.0311838 | Time: 1517.68 ms [2022-01-12 05:05:11 main:574] : INFO : Epoch 1876 | loss: 0.0311615 | val_loss: 0.0311855 | Time: 1525.59 ms [2022-01-12 05:05:13 main:574] : INFO : Epoch 1877 | loss: 0.0311618 | val_loss: 0.0311841 | Time: 1653.95 ms [2022-01-12 05:05:14 main:574] : INFO : Epoch 1878 | loss: 0.0311593 | val_loss: 0.0311855 | Time: 1577.49 ms [2022-01-12 05:05:16 main:574] : INFO : Epoch 1879 | loss: 0.0311593 | val_loss: 0.0311852 | Time: 1556.77 ms [2022-01-12 05:05:17 main:574] : INFO : Epoch 1880 | loss: 0.0311584 | val_loss: 0.031187 | Time: 1593.26 ms [2022-01-12 05:05:19 main:574] : INFO : Epoch 1881 | loss: 0.0311586 | val_loss: 0.031183 | Time: 1579.67 ms [2022-01-12 05:05:20 main:574] : INFO : Epoch 1882 | loss: 0.0311605 | val_loss: 0.0311827 | Time: 1526.25 ms [2022-01-12 05:05:22 main:574] : INFO : Epoch 1883 | loss: 0.0311603 | val_loss: 0.0311844 | Time: 1556.09 ms [2022-01-12 05:05:23 main:574] : INFO : Epoch 1884 | loss: 0.0311603 | val_loss: 0.0311861 | Time: 1562.32 ms [2022-01-12 05:05:25 main:574] : INFO : Epoch 1885 | loss: 0.0311631 | val_loss: 0.0311819 | Time: 1553.59 ms [2022-01-12 05:05:27 main:574] : INFO : Epoch 1886 | loss: 0.0311648 | val_loss: 0.0311839 | Time: 1600.19 ms [2022-01-12 05:05:28 main:574] : INFO : Epoch 1887 | loss: 0.0311619 | val_loss: 0.0311834 | Time: 1567.33 ms [2022-01-12 05:05:30 main:574] : INFO : Epoch 1888 | loss: 0.0311626 | val_loss: 0.0311843 | Time: 1579.15 ms [2022-01-12 05:05:31 main:574] : INFO : Epoch 1889 | loss: 0.0311613 | val_loss: 0.0311823 | Time: 1509.43 ms [2022-01-12 05:05:33 main:574] : INFO : Epoch 1890 | loss: 0.0311604 | val_loss: 0.0311837 | Time: 1592.64 ms [2022-01-12 05:05:34 main:574] : INFO : Epoch 1891 | loss: 0.0311592 | val_loss: 0.0311862 | Time: 1562.61 ms [2022-01-12 05:05:36 main:574] : INFO : Epoch 1892 | loss: 0.0311608 | val_loss: 0.0311836 | Time: 1570.67 ms [2022-01-12 05:05:38 main:574] : INFO : Epoch 1893 | loss: 0.0311589 | val_loss: 0.0311863 | Time: 1515.08 ms [2022-01-12 05:05:39 main:574] : INFO : Epoch 1894 | loss: 0.0311588 | val_loss: 0.0311838 | Time: 1551.7 ms [2022-01-12 05:05:41 main:574] : INFO : Epoch 1895 | loss: 0.0311602 | val_loss: 0.0311872 | Time: 1539.71 ms [2022-01-12 05:05:42 main:574] : INFO : Epoch 1896 | loss: 0.0311607 | val_loss: 0.0311878 | Time: 1519.95 ms [2022-01-12 05:05:44 main:574] : INFO : Epoch 1897 | loss: 0.0311579 | val_loss: 0.0311861 | Time: 1557.06 ms [2022-01-12 05:05:45 main:574] : INFO : Epoch 1898 | loss: 0.0311577 | val_loss: 0.0311858 | Time: 1568.7 ms [2022-01-12 05:05:47 main:574] : INFO : Epoch 1899 | loss: 0.0311584 | val_loss: 0.0311898 | Time: 1546.28 ms [2022-01-12 05:05:48 main:574] : INFO : Epoch 1900 | loss: 0.0311587 | val_loss: 0.0311855 | Time: 1536.54 ms [2022-01-12 05:05:50 main:574] : INFO : Epoch 1901 | loss: 0.0311585 | val_loss: 0.0311855 | Time: 1567.23 ms [2022-01-12 05:05:51 main:574] : INFO : Epoch 1902 | loss: 0.0311563 | val_loss: 0.0311883 | Time: 1512.67 ms [2022-01-12 05:05:53 main:574] : INFO : Epoch 1903 | loss: 0.0311548 | val_loss: 0.0311882 | Time: 1515.08 ms [2022-01-12 05:05:54 main:574] : INFO : Epoch 1904 | loss: 0.0311554 | val_loss: 0.0311852 | Time: 1510.37 ms [2022-01-12 05:05:56 main:574] : INFO : Epoch 1905 | loss: 0.0311549 | val_loss: 0.0311848 | Time: 1564.3 ms [2022-01-12 05:05:58 main:574] : INFO : Epoch 1906 | loss: 0.0311538 | val_loss: 0.03119 | Time: 1522.96 ms [2022-01-12 05:05:59 main:574] : INFO : Epoch 1907 | loss: 0.0311559 | val_loss: 0.0311832 | Time: 1490.32 ms [2022-01-12 05:06:01 main:574] : INFO : Epoch 1908 | loss: 0.0311569 | val_loss: 0.0311865 | Time: 1543.51 ms [2022-01-12 05:06:02 main:574] : INFO : Epoch 1909 | loss: 0.0311557 | val_loss: 0.0311894 | Time: 1562.53 ms [2022-01-12 05:06:04 main:574] : INFO : Epoch 1910 | loss: 0.0311573 | val_loss: 0.0311869 | Time: 1552.17 ms [2022-01-12 05:06:05 main:574] : INFO : Epoch 1911 | loss: 0.0311622 | val_loss: 0.0311844 | Time: 1554.43 ms [2022-01-12 05:06:07 main:574] : INFO : Epoch 1912 | loss: 0.0311637 | val_loss: 0.0311841 | Time: 1518.34 ms [2022-01-12 05:06:08 main:574] : INFO : Epoch 1913 | loss: 0.031161 | val_loss: 0.0311859 | Time: 1565.71 ms [2022-01-12 05:06:10 main:574] : INFO : Epoch 1914 | loss: 0.0311596 | val_loss: 0.0311849 | Time: 1563.87 ms [2022-01-12 05:06:12 main:574] : INFO : Epoch 1915 | loss: 0.0311603 | val_loss: 0.0311878 | Time: 1553.32 ms [2022-01-12 05:06:13 main:574] : INFO : Epoch 1916 | loss: 0.0311635 | val_loss: 0.0311881 | Time: 1542.75 ms [2022-01-12 05:06:15 main:574] : INFO : Epoch 1917 | loss: 0.0311615 | val_loss: 0.0311864 | Time: 1512.48 ms [2022-01-12 05:06:16 main:574] : INFO : Epoch 1918 | loss: 0.0311622 | val_loss: 0.0311888 | Time: 1527.23 ms [2022-01-12 05:06:18 main:574] : INFO : Epoch 1919 | loss: 0.0311612 | val_loss: 0.0311869 | Time: 1520.37 ms [2022-01-12 05:06:19 main:574] : INFO : Epoch 1920 | loss: 0.0311593 | val_loss: 0.0311864 | Time: 1545.84 ms [2022-01-12 05:06:21 main:574] : INFO : Epoch 1921 | loss: 0.0311582 | val_loss: 0.0311855 | Time: 1606.33 ms [2022-01-12 05:06:22 main:574] : INFO : Epoch 1922 | loss: 0.0311572 | val_loss: 0.0311867 | Time: 1535.18 ms [2022-01-12 05:06:24 main:574] : INFO : Epoch 1923 | loss: 0.0311579 | val_loss: 0.0311857 | Time: 1563.16 ms [2022-01-12 05:06:25 main:574] : INFO : Epoch 1924 | loss: 0.0311579 | val_loss: 0.0311838 | Time: 1511.86 ms [2022-01-12 05:06:27 main:574] : INFO : Epoch 1925 | loss: 0.0311576 | val_loss: 0.0311858 | Time: 1474.47 ms [2022-01-12 05:06:28 main:574] : INFO : Epoch 1926 | loss: 0.0311567 | val_loss: 0.0311851 | Time: 1543.44 ms [2022-01-12 05:06:30 main:574] : INFO : Epoch 1927 | loss: 0.0311568 | val_loss: 0.0311855 | Time: 1540.7 ms [2022-01-12 05:06:32 main:574] : INFO : Epoch 1928 | loss: 0.0311567 | val_loss: 0.0311891 | Time: 1547.13 ms [2022-01-12 05:06:33 main:574] : INFO : Epoch 1929 | loss: 0.0311558 | val_loss: 0.0311853 | Time: 1519.61 ms [2022-01-12 05:06:35 main:574] : INFO : Epoch 1930 | loss: 0.031156 | val_loss: 0.0311884 | Time: 1570.55 ms [2022-01-12 05:06:36 main:574] : INFO : Epoch 1931 | loss: 0.0311556 | val_loss: 0.031187 | Time: 1562.38 ms [2022-01-12 05:06:38 main:574] : INFO : Epoch 1932 | loss: 0.031155 | val_loss: 0.0311862 | Time: 1544.87 ms [2022-01-12 05:06:39 main:574] : INFO : Epoch 1933 | loss: 0.031156 | val_loss: 0.0311854 | Time: 1563.59 ms [2022-01-12 05:06:41 main:574] : INFO : Epoch 1934 | loss: 0.031156 | val_loss: 0.0311879 | Time: 1538.19 ms [2022-01-12 05:06:42 main:574] : INFO : Epoch 1935 | loss: 0.0311569 | val_loss: 0.0311879 | Time: 1527.9 ms [2022-01-12 05:06:44 main:574] : INFO : Epoch 1936 | loss: 0.0311572 | val_loss: 0.0311863 | Time: 1494.86 ms [2022-01-12 05:06:45 main:574] : INFO : Epoch 1937 | loss: 0.0311567 | val_loss: 0.0311846 | Time: 1514.92 ms [2022-01-12 05:06:47 main:574] : INFO : Epoch 1938 | loss: 0.0311576 | val_loss: 0.0311919 | Time: 1554.34 ms [2022-01-12 05:06:48 main:574] : INFO : Epoch 1939 | loss: 0.03116 | val_loss: 0.031188 | Time: 1528.28 ms [2022-01-12 05:06:50 main:574] : INFO : Epoch 1940 | loss: 0.0311675 | val_loss: 0.0311842 | Time: 1558.69 ms [2022-01-12 05:06:52 main:574] : INFO : Epoch 1941 | loss: 0.0311668 | val_loss: 0.0311864 | Time: 1519.15 ms [2022-01-12 05:06:53 main:574] : INFO : Epoch 1942 | loss: 0.0311638 | val_loss: 0.0311855 | Time: 1516.49 ms [2022-01-12 05:06:55 main:574] : INFO : Epoch 1943 | loss: 0.0311618 | val_loss: 0.0311871 | Time: 1512.18 ms [2022-01-12 05:06:56 main:574] : INFO : Epoch 1944 | loss: 0.0311615 | val_loss: 0.0311845 | Time: 1559.24 ms [2022-01-12 05:06:58 main:574] : INFO : Epoch 1945 | loss: 0.0311596 | val_loss: 0.0311864 | Time: 1545.71 ms [2022-01-12 05:06:59 main:574] : INFO : Epoch 1946 | loss: 0.0311587 | val_loss: 0.0311851 | Time: 1539.91 ms [2022-01-12 05:07:01 main:574] : INFO : Epoch 1947 | loss: 0.0311579 | val_loss: 0.0311868 | Time: 1493.04 ms [2022-01-12 05:07:02 main:574] : INFO : Epoch 1948 | loss: 0.0311586 | val_loss: 0.0311883 | Time: 1563.11 ms [2022-01-12 05:07:04 main:574] : INFO : Epoch 1949 | loss: 0.0311566 | val_loss: 0.0311891 | Time: 1561.78 ms [2022-01-12 05:07:05 main:574] : INFO : Epoch 1950 | loss: 0.0311561 | val_loss: 0.0311861 | Time: 1509.6 ms [2022-01-12 05:07:07 main:574] : INFO : Epoch 1951 | loss: 0.0311561 | val_loss: 0.0311874 | Time: 1518.23 ms [2022-01-12 05:07:09 main:574] : INFO : Epoch 1952 | loss: 0.0311561 | val_loss: 0.0311896 | Time: 1601.12 ms [2022-01-12 05:07:10 main:574] : INFO : Epoch 1953 | loss: 0.0311555 | val_loss: 0.0311911 | Time: 1612.66 ms [2022-01-12 05:07:12 main:574] : INFO : Epoch 1954 | loss: 0.0311539 | val_loss: 0.0311911 | Time: 1582.17 ms [2022-01-12 05:07:13 main:574] : INFO : Epoch 1955 | loss: 0.0311538 | val_loss: 0.0311887 | Time: 1559.93 ms [2022-01-12 05:07:15 main:574] : INFO : Epoch 1956 | loss: 0.0311571 | val_loss: 0.0311991 | Time: 1576.36 ms [2022-01-12 05:07:16 main:574] : INFO : Epoch 1957 | loss: 0.0315721 | val_loss: 0.0314891 | Time: 1612.36 ms [2022-01-12 05:07:18 main:574] : INFO : Epoch 1958 | loss: 0.0375378 | val_loss: 0.0377111 | Time: 1588.15 ms [2022-01-12 05:07:20 main:574] : INFO : Epoch 1959 | loss: 0.0335445 | val_loss: 0.032797 | Time: 1548.18 ms [2022-01-12 05:07:21 main:574] : INFO : Epoch 1960 | loss: 0.032109 | val_loss: 0.0315909 | Time: 1546.73 ms [2022-01-12 05:07:23 main:574] : INFO : Epoch 1961 | loss: 0.0313266 | val_loss: 0.0312531 | Time: 1526.51 ms [2022-01-12 05:07:24 main:574] : INFO : Epoch 1962 | loss: 0.031207 | val_loss: 0.0311984 | Time: 1569.75 ms [2022-01-12 05:07:26 main:574] : INFO : Epoch 1963 | loss: 0.0311808 | val_loss: 0.0311898 | Time: 1590.29 ms [2022-01-12 05:07:27 main:574] : INFO : Epoch 1964 | loss: 0.0311745 | val_loss: 0.031185 | Time: 1580.5 ms [2022-01-12 05:07:29 main:574] : INFO : Epoch 1965 | loss: 0.0311739 | val_loss: 0.0311875 | Time: 1572.05 ms [2022-01-12 05:07:31 main:574] : INFO : Epoch 1966 | loss: 0.0311721 | val_loss: 0.0311859 | Time: 1587.37 ms [2022-01-12 05:07:32 main:574] : INFO : Epoch 1967 | loss: 0.0311699 | val_loss: 0.0311849 | Time: 1513.78 ms [2022-01-12 05:07:34 main:574] : INFO : Epoch 1968 | loss: 0.0311686 | val_loss: 0.0311849 | Time: 1483.27 ms [2022-01-12 05:07:35 main:574] : INFO : Epoch 1969 | loss: 0.0311675 | val_loss: 0.0311847 | Time: 1539.17 ms [2022-01-12 05:07:37 main:574] : INFO : Epoch 1970 | loss: 0.0311659 | val_loss: 0.0311862 | Time: 1554.78 ms [2022-01-12 05:07:38 main:574] : INFO : Epoch 1971 | loss: 0.0311653 | val_loss: 0.0311851 | Time: 1533.01 ms [2022-01-12 05:07:40 main:574] : INFO : Epoch 1972 | loss: 0.0311681 | val_loss: 0.0311858 | Time: 1484.15 ms [2022-01-12 05:07:41 main:574] : INFO : Epoch 1973 | loss: 0.0311653 | val_loss: 0.0311857 | Time: 1565.67 ms [2022-01-12 05:07:43 main:574] : INFO : Epoch 1974 | loss: 0.0311641 | val_loss: 0.0311842 | Time: 1536.66 ms [2022-01-12 05:07:44 main:574] : INFO : Epoch 1975 | loss: 0.031163 | val_loss: 0.031184 | Time: 1514.38 ms [2022-01-12 05:07:46 main:574] : INFO : Epoch 1976 | loss: 0.0311619 | val_loss: 0.0311843 | Time: 1537.14 ms [2022-01-12 05:07:47 main:574] : INFO : Epoch 1977 | loss: 0.0311634 | val_loss: 0.0311824 | Time: 1508.64 ms [2022-01-12 05:07:49 main:574] : INFO : Epoch 1978 | loss: 0.0311631 | val_loss: 0.0311902 | Time: 1556.96 ms [2022-01-12 05:07:51 main:574] : INFO : Epoch 1979 | loss: 0.0311684 | val_loss: 0.0311862 | Time: 1563.59 ms [2022-01-12 05:07:52 main:574] : INFO : Epoch 1980 | loss: 0.0311673 | val_loss: 0.0311867 | Time: 1517.52 ms [2022-01-12 05:07:54 main:574] : INFO : Epoch 1981 | loss: 0.031165 | val_loss: 0.0311858 | Time: 1504.33 ms [2022-01-12 05:07:55 main:574] : INFO : Epoch 1982 | loss: 0.0311639 | val_loss: 0.0311838 | Time: 1510.58 ms [2022-01-12 05:07:57 main:574] : INFO : Epoch 1983 | loss: 0.031163 | val_loss: 0.0311851 | Time: 1534.22 ms [2022-01-12 05:07:58 main:574] : INFO : Epoch 1984 | loss: 0.0311626 | val_loss: 0.0311839 | Time: 1592.9 ms [2022-01-12 05:08:00 main:574] : INFO : Epoch 1985 | loss: 0.0311636 | val_loss: 0.0311869 | Time: 1557.67 ms [2022-01-12 05:08:01 main:574] : INFO : Epoch 1986 | loss: 0.0311636 | val_loss: 0.0311828 | Time: 1516.16 ms [2022-01-12 05:08:03 main:574] : INFO : Epoch 1987 | loss: 0.0311617 | val_loss: 0.0311858 | Time: 1567.06 ms [2022-01-12 05:08:04 main:574] : INFO : Epoch 1988 | loss: 0.031161 | val_loss: 0.0311846 | Time: 1552.93 ms [2022-01-12 05:08:06 main:574] : INFO : Epoch 1989 | loss: 0.0311612 | val_loss: 0.0311864 | Time: 1566.11 ms [2022-01-12 05:08:07 main:574] : INFO : Epoch 1990 | loss: 0.0311601 | val_loss: 0.0311845 | Time: 1516.01 ms [2022-01-12 05:08:09 main:574] : INFO : Epoch 1991 | loss: 0.0311598 | val_loss: 0.0311854 | Time: 1568.23 ms [2022-01-12 05:08:11 main:574] : INFO : Epoch 1992 | loss: 0.0311601 | val_loss: 0.0311865 | Time: 1532.44 ms [2022-01-12 05:08:12 main:574] : INFO : Epoch 1993 | loss: 0.0311606 | val_loss: 0.0311856 | Time: 1544.46 ms [2022-01-12 05:08:14 main:574] : INFO : Epoch 1994 | loss: 0.0311604 | val_loss: 0.0311881 | Time: 1616.76 ms [2022-01-12 05:08:15 main:574] : INFO : Epoch 1995 | loss: 0.0311589 | val_loss: 0.031185 | Time: 1609.47 ms [2022-01-12 05:08:17 main:574] : INFO : Epoch 1996 | loss: 0.0311587 | val_loss: 0.0311881 | Time: 1579.03 ms [2022-01-12 05:08:18 main:574] : INFO : Epoch 1997 | loss: 0.031162 | val_loss: 0.0311842 | Time: 1551.06 ms [2022-01-12 05:08:20 main:574] : INFO : Epoch 1998 | loss: 0.0311595 | val_loss: 0.0311861 | Time: 1592.6 ms [2022-01-12 05:08:22 main:574] : INFO : Epoch 1999 | loss: 0.0311591 | val_loss: 0.0311862 | Time: 1534.24 ms [2022-01-12 05:08:23 main:574] : INFO : Epoch 2000 | loss: 0.0311582 | val_loss: 0.0311862 | Time: 1522.1 ms [2022-01-12 05:08:25 main:574] : INFO : Epoch 2001 | loss: 0.0311575 | val_loss: 0.031188 | Time: 1537.87 ms [2022-01-12 05:08:26 main:574] : INFO : Epoch 2002 | loss: 0.031161 | val_loss: 0.0311859 | Time: 1525.2 ms [2022-01-12 05:08:28 main:574] : INFO : Epoch 2003 | loss: 0.0311627 | val_loss: 0.0311873 | Time: 1536.11 ms [2022-01-12 05:08:29 main:574] : INFO : Epoch 2004 | loss: 0.0311617 | val_loss: 0.0311865 | Time: 1555.13 ms [2022-01-12 05:08:31 main:574] : INFO : Epoch 2005 | loss: 0.0311612 | val_loss: 0.0311871 | Time: 1570.49 ms [2022-01-12 05:08:32 main:574] : INFO : Epoch 2006 | loss: 0.0311659 | val_loss: 0.0311884 | Time: 1558.55 ms [2022-01-12 05:08:34 main:574] : INFO : Epoch 2007 | loss: 0.0311685 | val_loss: 0.0311871 | Time: 1536.61 ms [2022-01-12 05:08:36 main:574] : INFO : Epoch 2008 | loss: 0.0311658 | val_loss: 0.0311865 | Time: 1548.39 ms [2022-01-12 05:08:37 main:574] : INFO : Epoch 2009 | loss: 0.0311654 | val_loss: 0.0311934 | Time: 1517.34 ms [2022-01-12 05:08:39 main:574] : INFO : Epoch 2010 | loss: 0.0311679 | val_loss: 0.0311903 | Time: 1592 ms [2022-01-12 05:08:40 main:574] : INFO : Epoch 2011 | loss: 0.031171 | val_loss: 0.0311856 | Time: 1523.41 ms [2022-01-12 05:08:42 main:574] : INFO : Epoch 2012 | loss: 0.0311718 | val_loss: 0.0311888 | Time: 1525.53 ms [2022-01-12 05:08:43 main:574] : INFO : Epoch 2013 | loss: 0.0311749 | val_loss: 0.0311866 | Time: 1484.88 ms [2022-01-12 05:08:45 main:574] : INFO : Epoch 2014 | loss: 0.031174 | val_loss: 0.0311873 | Time: 1539.81 ms [2022-01-12 05:08:46 main:574] : INFO : Epoch 2015 | loss: 0.0311716 | val_loss: 0.0311862 | Time: 1496.58 ms [2022-01-12 05:08:48 main:574] : INFO : Epoch 2016 | loss: 0.0311717 | val_loss: 0.0311865 | Time: 1520.87 ms [2022-01-12 05:08:49 main:574] : INFO : Epoch 2017 | loss: 0.0311693 | val_loss: 0.031184 | Time: 1571.33 ms [2022-01-12 05:08:51 main:574] : INFO : Epoch 2018 | loss: 0.0311698 | val_loss: 0.0311853 | Time: 1540.52 ms [2022-01-12 05:08:52 main:574] : INFO : Epoch 2019 | loss: 0.0311684 | val_loss: 0.0311861 | Time: 1545 ms [2022-01-12 05:08:54 main:574] : INFO : Epoch 2020 | loss: 0.0311675 | val_loss: 0.0311864 | Time: 1569.26 ms [2022-01-12 05:08:56 main:574] : INFO : Epoch 2021 | loss: 0.0311669 | val_loss: 0.0311883 | Time: 1521.46 ms [2022-01-12 05:08:57 main:574] : INFO : Epoch 2022 | loss: 0.0311674 | val_loss: 0.031186 | Time: 1547.48 ms [2022-01-12 05:08:59 main:574] : INFO : Epoch 2023 | loss: 0.0311659 | val_loss: 0.0311848 | Time: 1554.31 ms [2022-01-12 05:09:00 main:574] : INFO : Epoch 2024 | loss: 0.031166 | val_loss: 0.0311866 | Time: 1526.33 ms [2022-01-12 05:09:02 main:574] : INFO : Epoch 2025 | loss: 0.0311649 | val_loss: 0.031185 | Time: 1558.97 ms [2022-01-12 05:09:03 main:574] : INFO : Epoch 2026 | loss: 0.0311645 | val_loss: 0.0311866 | Time: 1499.25 ms [2022-01-12 05:09:05 main:574] : INFO : Epoch 2027 | loss: 0.0311664 | val_loss: 0.031186 | Time: 1545.32 ms [2022-01-12 05:09:06 main:574] : INFO : Epoch 2028 | loss: 0.0311655 | val_loss: 0.0311872 | Time: 1545.52 ms [2022-01-12 05:09:08 main:574] : INFO : Epoch 2029 | loss: 0.0311633 | val_loss: 0.031186 | Time: 1537.2 ms [2022-01-12 05:09:09 main:574] : INFO : Epoch 2030 | loss: 0.0311631 | val_loss: 0.0311852 | Time: 1552.86 ms [2022-01-12 05:09:11 main:574] : INFO : Epoch 2031 | loss: 0.0311623 | val_loss: 0.0311845 | Time: 1565.84 ms [2022-01-12 05:09:13 main:574] : INFO : Epoch 2032 | loss: 0.0311616 | val_loss: 0.031185 | Time: 1564.52 ms [2022-01-12 05:09:14 main:574] : INFO : Epoch 2033 | loss: 0.0311627 | val_loss: 0.0311847 | Time: 1539.06 ms [2022-01-12 05:09:16 main:574] : INFO : Epoch 2034 | loss: 0.0311623 | val_loss: 0.0311848 | Time: 1535.43 ms [2022-01-12 05:09:17 main:574] : INFO : Epoch 2035 | loss: 0.0311641 | val_loss: 0.0311845 | Time: 1498.87 ms [2022-01-12 05:09:19 main:574] : INFO : Epoch 2036 | loss: 0.0311618 | val_loss: 0.0311857 | Time: 1508.64 ms [2022-01-12 05:09:20 main:574] : INFO : Epoch 2037 | loss: 0.0311621 | val_loss: 0.0311873 | Time: 1528.38 ms [2022-01-12 05:09:22 main:574] : INFO : Epoch 2038 | loss: 0.0311628 | val_loss: 0.0311869 | Time: 1595.12 ms [2022-01-12 05:09:23 main:574] : INFO : Epoch 2039 | loss: 0.0311624 | val_loss: 0.0311858 | Time: 1606.1 ms [2022-01-12 05:09:25 main:574] : INFO : Epoch 2040 | loss: 0.0311623 | val_loss: 0.0311854 | Time: 1576.09 ms [2022-01-12 05:09:26 main:574] : INFO : Epoch 2041 | loss: 0.0311614 | val_loss: 0.0311871 | Time: 1535.17 ms [2022-01-12 05:09:28 main:574] : INFO : Epoch 2042 | loss: 0.0311607 | val_loss: 0.0311875 | Time: 1542.44 ms [2022-01-12 05:09:30 main:574] : INFO : Epoch 2043 | loss: 0.0311602 | val_loss: 0.0311846 | Time: 1579.37 ms [2022-01-12 05:09:31 main:574] : INFO : Epoch 2044 | loss: 0.0311605 | val_loss: 0.0311854 | Time: 1547.52 ms [2022-01-12 05:09:33 main:574] : INFO : Epoch 2045 | loss: 0.0311603 | val_loss: 0.0311869 | Time: 1549.82 ms [2022-01-12 05:09:34 main:574] : INFO : Epoch 2046 | loss: 0.0311596 | val_loss: 0.0311851 | Time: 1537.32 ms [2022-01-12 05:09:36 main:574] : INFO : Epoch 2047 | loss: 0.0311592 | val_loss: 0.0311865 | Time: 1534.04 ms [2022-01-12 05:09:37 main:574] : INFO : Epoch 2048 | loss: 0.0311587 | val_loss: 0.0311856 | Time: 1536.72 ms [2022-01-12 05:09:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311856 [2022-01-12 05:09:37 main:603] : INFO : Saving end state to config to file [2022-01-12 05:09:37 main:608] : INFO : Success, exiting.. 05:09:37 (7392): 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)