Task 3527932
| Name | ParityModified-1608764447-23725-4_1 |
| Workunit | 1723040 |
| Created | 4 Jan 2021, 16:31:36 UTC |
| Sent | 4 Jan 2021, 16:41:15 UTC |
| Report deadline | 11 Jan 2021, 16:41:15 UTC |
| Received | 4 Jan 2021, 23:58:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7376 |
| Run time | 59 min 22 sec |
| CPU time | 58 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,888.95 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311609 | val_loss: 0.031176 | Time: 1556.99 ms
[2021-01-04 14:42:35 main:574] : INFO : Epoch 1543 | loss: 0.0311602 | val_loss: 0.0311749 | Time: 1640.56 ms
[2021-01-04 14:42:37 main:574] : INFO : Epoch 1544 | loss: 0.03116 | val_loss: 0.0311731 | Time: 1677.16 ms
[2021-01-04 14:42:39 main:574] : INFO : Epoch 1545 | loss: 0.0311597 | val_loss: 0.0311751 | Time: 1608.96 ms
[2021-01-04 14:42:40 main:574] : INFO : Epoch 1546 | loss: 0.03116 | val_loss: 0.0311738 | Time: 1565.23 ms
[2021-01-04 14:42:42 main:574] : INFO : Epoch 1547 | loss: 0.0311596 | val_loss: 0.0311755 | Time: 1558.36 ms
[2021-01-04 14:42:44 main:574] : INFO : Epoch 1548 | loss: 0.0311594 | val_loss: 0.0311783 | Time: 1604.65 ms
[2021-01-04 14:42:45 main:574] : INFO : Epoch 1549 | loss: 0.0311588 | val_loss: 0.0311783 | Time: 1605.88 ms
[2021-01-04 14:42:47 main:574] : INFO : Epoch 1550 | loss: 0.0311588 | val_loss: 0.0311756 | Time: 1529.53 ms
[2021-01-04 14:42:48 main:574] : INFO : Epoch 1551 | loss: 0.0311586 | val_loss: 0.0311775 | Time: 1570.24 ms
[2021-01-04 14:42:50 main:574] : INFO : Epoch 1552 | loss: 0.0311588 | val_loss: 0.0311769 | Time: 1616.99 ms
[2021-01-04 14:42:52 main:574] : INFO : Epoch 1553 | loss: 0.0311596 | val_loss: 0.0311758 | Time: 1628.62 ms
[2021-01-04 14:42:53 main:574] : INFO : Epoch 1554 | loss: 0.0311597 | val_loss: 0.0311765 | Time: 1575.16 ms
[2021-01-04 14:42:55 main:574] : INFO : Epoch 1555 | loss: 0.0311618 | val_loss: 0.0311746 | Time: 1675.77 ms
[2021-01-04 14:42:57 main:574] : INFO : Epoch 1556 | loss: 0.031163 | val_loss: 0.031176 | Time: 1747.74 ms
[2021-01-04 14:42:58 main:574] : INFO : Epoch 1557 | loss: 0.0311628 | val_loss: 0.0311735 | Time: 1827.06 ms
[2021-01-04 14:43:00 main:574] : INFO : Epoch 1558 | loss: 0.0311621 | val_loss: 0.0311774 | Time: 1800.51 ms
[2021-01-04 14:43:02 main:574] : INFO : Epoch 1559 | loss: 0.0311617 | val_loss: 0.0311743 | Time: 1874.79 ms
[2021-01-04 14:43:04 main:574] : INFO : Epoch 1560 | loss: 0.0311608 | val_loss: 0.0311727 | Time: 1839.13 ms
[2021-01-04 14:43:06 main:574] : INFO : Epoch 1561 | loss: 0.0311615 | val_loss: 0.0311742 | Time: 1773.17 ms
[2021-01-04 14:43:07 main:574] : INFO : Epoch 1562 | loss: 0.0311622 | val_loss: 0.0311748 | Time: 1739.37 ms
[2021-01-04 14:43:09 main:574] : INFO : Epoch 1563 | loss: 0.031164 | val_loss: 0.0311733 | Time: 1746.12 ms
[2021-01-04 14:43:11 main:574] : INFO : Epoch 1564 | loss: 0.0311628 | val_loss: 0.0311717 | Time: 1800.5 ms
[2021-01-04 14:43:13 main:574] : INFO : Epoch 1565 | loss: 0.0311612 | val_loss: 0.0311722 | Time: 1819.13 ms
[2021-01-04 14:43:15 main:574] : INFO : Epoch 1566 | loss: 0.0311608 | val_loss: 0.0311753 | Time: 1891.12 ms
[2021-01-04 14:43:17 main:574] : INFO : Epoch 1567 | loss: 0.0311604 | val_loss: 0.0311739 | Time: 1957.87 ms
[2021-01-04 14:43:19 main:574] : INFO : Epoch 1568 | loss: 0.0311609 | val_loss: 0.0311757 | Time: 2047.4 ms
[2021-01-04 14:43:21 main:574] : INFO : Epoch 1569 | loss: 0.0311618 | val_loss: 0.0311741 | Time: 2119.49 ms
[2021-01-04 14:43:23 main:574] : INFO : Epoch 1570 | loss: 0.0311609 | val_loss: 0.0311737 | Time: 1993.34 ms
[2021-01-04 14:43:25 main:574] : INFO : Epoch 1571 | loss: 0.0311603 | val_loss: 0.0311756 | Time: 2065.96 ms
[2021-01-04 14:43:27 main:574] : INFO : Epoch 1572 | loss: 0.031163 | val_loss: 0.031174 | Time: 2021.67 ms
[2021-01-04 14:43:29 main:574] : INFO : Epoch 1573 | loss: 0.0311628 | val_loss: 0.0311754 | Time: 1956.57 ms
[2021-01-04 14:43:31 main:574] : INFO : Epoch 1574 | loss: 0.0311627 | val_loss: 0.0311746 | Time: 1833.27 ms
[2021-01-04 14:43:33 main:574] : INFO : Epoch 1575 | loss: 0.031161 | val_loss: 0.0311772 | Time: 1785.88 ms
[2021-01-04 14:43:34 main:574] : INFO : Epoch 1576 | loss: 0.0311609 | val_loss: 0.0311733 | Time: 1753.81 ms
[2021-01-04 14:43:36 main:574] : INFO : Epoch 1577 | loss: 0.0311596 | val_loss: 0.0311734 | Time: 1672.16 ms
[2021-01-04 14:43:38 main:574] : INFO : Epoch 1578 | loss: 0.0311597 | val_loss: 0.0311732 | Time: 1658.88 ms
[2021-01-04 14:43:40 main:574] : INFO : Epoch 1579 | loss: 0.0311589 | val_loss: 0.0311748 | Time: 1682.68 ms
[2021-01-04 14:43:41 main:574] : INFO : Epoch 1580 | loss: 0.0311581 | val_loss: 0.0311762 | Time: 1645.71 ms
[2021-01-04 14:43:43 main:574] : INFO : Epoch 1581 | loss: 0.0311592 | val_loss: 0.0311747 | Time: 1711.9 ms
[2021-01-04 14:43:45 main:574] : INFO : Epoch 1582 | loss: 0.0311585 | val_loss: 0.0311771 | Time: 1642.9 ms
[2021-01-04 14:43:46 main:574] : INFO : Epoch 1583 | loss: 0.0311579 | val_loss: 0.0311768 | Time: 1561.3 ms
[2021-01-04 14:43:48 main:574] : INFO : Epoch 1584 | loss: 0.0311588 | val_loss: 0.0311748 | Time: 1570.4 ms
[2021-01-04 14:43:49 main:574] : INFO : Epoch 1585 | loss: 0.0311575 | val_loss: 0.0311724 | Time: 1571.87 ms
[2021-01-04 14:43:51 main:574] : INFO : Epoch 1586 | loss: 0.0311575 | val_loss: 0.0311775 | Time: 1623.44 ms
[2021-01-04 14:43:53 main:574] : INFO : Epoch 1587 | loss: 0.0311577 | val_loss: 0.0311768 | Time: 1612.61 ms
[2021-01-04 14:43:54 main:574] : INFO : Epoch 1588 | loss: 0.0311575 | val_loss: 0.0311756 | Time: 1547.02 ms
[2021-01-04 14:43:56 main:574] : INFO : Epoch 1589 | loss: 0.0311574 | val_loss: 0.0311774 | Time: 1576.14 ms
[2021-01-04 14:43:57 main:574] : INFO : Epoch 1590 | loss: 0.0311573 | val_loss: 0.0311744 | Time: 1583.54 ms
[2021-01-04 14:43:59 main:574] : INFO : Epoch 1591 | loss: 0.031158 | val_loss: 0.0311715 | Time: 1595.45 ms
[2021-01-04 14:44:11 main:574] : INFO : Epoch 1592 | loss: 0.0311578 | val_loss: 0.0311736 | Time: 11637.6 ms
[2021-01-04 14:44:12 main:574] : INFO : Epoch 1593 | loss: 0.0311584 | val_loss: 0.0311719 | Time: 1481.02 ms
[2021-01-04 14:44:14 main:574] : INFO : Epoch 1594 | loss: 0.0311588 | val_loss: 0.0311749 | Time: 1582.19 ms
[2021-01-04 14:44:15 main:574] : INFO : Epoch 1595 | loss: 0.0311579 | val_loss: 0.0311798 | Time: 1561.63 ms
[2021-01-04 14:44:17 main:574] : INFO : Epoch 1596 | loss: 0.0311601 | val_loss: 0.0311766 | Time: 1498.17 ms
[2021-01-04 14:44:18 main:574] : INFO : Epoch 1597 | loss: 0.0311585 | val_loss: 0.0311744 | Time: 1530.71 ms
[2021-01-04 14:44:20 main:574] : INFO : Epoch 1598 | loss: 0.0311582 | val_loss: 0.0311727 | Time: 1581.26 ms
[2021-01-04 14:44:21 main:574] : INFO : Epoch 1599 | loss: 0.0311584 | val_loss: 0.0311729 | Time: 1562.49 ms
[2021-01-04 14:44:23 main:574] : INFO : Epoch 1600 | loss: 0.0311604 | val_loss: 0.0311748 | Time: 1583.89 ms
[2021-01-04 14:44:25 main:574] : INFO : Epoch 1601 | loss: 0.0311585 | val_loss: 0.0311731 | Time: 1516.53 ms
[2021-01-04 14:44:26 main:574] : INFO : Epoch 1602 | loss: 0.0311583 | val_loss: 0.0311738 | Time: 1581.99 ms
[2021-01-04 14:44:28 main:574] : INFO : Epoch 1603 | loss: 0.0311593 | val_loss: 0.0311753 | Time: 1617.51 ms
[2021-01-04 14:44:29 main:574] : INFO : Epoch 1604 | loss: 0.0311598 | val_loss: 0.0311723 | Time: 1594.23 ms
[2021-01-04 14:44:31 main:574] : INFO : Epoch 1605 | loss: 0.031158 | val_loss: 0.0311732 | Time: 1599.8 ms
[2021-01-04 14:44:33 main:574] : INFO : Epoch 1606 | loss: 0.0311588 | val_loss: 0.0311762 | Time: 1570.4 ms
[2021-01-04 14:44:34 main:574] : INFO : Epoch 1607 | loss: 0.031159 | val_loss: 0.0311749 | Time: 1635.29 ms
[2021-01-04 14:44:36 main:574] : INFO : Epoch 1608 | loss: 0.0311583 | val_loss: 0.0311759 | Time: 1608.98 ms
[2021-01-04 14:44:37 main:574] : INFO : Epoch 1609 | loss: 0.0311577 | val_loss: 0.0311758 | Time: 1512.76 ms
[2021-01-04 14:44:39 main:574] : INFO : Epoch 1610 | loss: 0.0311583 | val_loss: 0.0311815 | Time: 1596.1 ms
[2021-01-04 14:44:41 main:574] : INFO : Epoch 1611 | loss: 0.0311592 | val_loss: 0.0311744 | Time: 1647.67 ms
[2021-01-04 14:44:42 main:574] : INFO : Epoch 1612 | loss: 0.0311576 | val_loss: 0.0311742 | Time: 1620.33 ms
[2021-01-04 14:44:44 main:574] : INFO : Epoch 1613 | loss: 0.031159 | val_loss: 0.0311763 | Time: 1570.2 ms
[2021-01-04 14:44:46 main:574] : INFO : Epoch 1614 | loss: 0.0311603 | val_loss: 0.0311712 | Time: 1625.85 ms
[2021-01-04 14:44:47 main:574] : INFO : Epoch 1615 | loss: 0.031159 | val_loss: 0.0311745 | Time: 1696.55 ms
[2021-01-04 14:44:49 main:574] : INFO : Epoch 1616 | loss: 0.0311579 | val_loss: 0.0311722 | Time: 1605.85 ms
[2021-01-04 14:44:50 main:574] : INFO : Epoch 1617 | loss: 0.0311584 | val_loss: 0.0311727 | Time: 1558.65 ms
[2021-01-04 14:44:52 main:574] : INFO : Epoch 1618 | loss: 0.0311582 | val_loss: 0.0311735 | Time: 1594.65 ms
[2021-01-04 14:44:54 main:574] : INFO : Epoch 1619 | loss: 0.0311587 | val_loss: 0.0311773 | Time: 1575.01 ms
[2021-01-04 14:44:55 main:574] : INFO : Epoch 1620 | loss: 0.0311575 | val_loss: 0.0311752 | Time: 1589.12 ms
[2021-01-04 14:44:57 main:574] : INFO : Epoch 1621 | loss: 0.0311576 | val_loss: 0.0311762 | Time: 1609.49 ms
[2021-01-04 14:44:59 main:574] : INFO : Epoch 1622 | loss: 0.0311586 | val_loss: 0.0311735 | Time: 1788.6 ms
[2021-01-04 14:45:00 main:574] : INFO : Epoch 1623 | loss: 0.0311601 | val_loss: 0.0311772 | Time: 1823.68 ms
[2021-01-04 14:45:02 main:574] : INFO : Epoch 1624 | loss: 0.031162 | val_loss: 0.0311774 | Time: 1875.37 ms
[2021-01-04 14:45:04 main:574] : INFO : Epoch 1625 | loss: 0.0311615 | val_loss: 0.031175 | Time: 1774.59 ms
[2021-01-04 14:45:06 main:574] : INFO : Epoch 1626 | loss: 0.0311598 | val_loss: 0.0311775 | Time: 1797.62 ms
[2021-01-04 14:45:08 main:574] : INFO : Epoch 1627 | loss: 0.03116 | val_loss: 0.0311744 | Time: 1792.46 ms
[2021-01-04 14:45:10 main:574] : INFO : Epoch 1628 | loss: 0.0311587 | val_loss: 0.0311742 | Time: 1780.42 ms
[2021-01-04 14:45:11 main:574] : INFO : Epoch 1629 | loss: 0.0311575 | val_loss: 0.0311776 | Time: 1799.22 ms
[2021-01-04 14:45:13 main:574] : INFO : Epoch 1630 | loss: 0.0311576 | val_loss: 0.0311813 | Time: 1802.61 ms
[2021-01-04 14:45:15 main:574] : INFO : Epoch 1631 | loss: 0.0311592 | val_loss: 0.0311742 | Time: 1749.89 ms
[2021-01-04 14:45:17 main:574] : INFO : Epoch 1632 | loss: 0.0311572 | val_loss: 0.0311733 | Time: 1812.19 ms
[2021-01-04 14:45:18 main:574] : INFO : Epoch 1633 | loss: 0.0311563 | val_loss: 0.0311738 | Time: 1705.36 ms
[2021-01-04 14:45:30 main:574] : INFO : Epoch 1634 | loss: 0.0311575 | val_loss: 0.0311749 | Time: 11865.1 ms
[2021-01-04 14:45:32 main:574] : INFO : Epoch 1635 | loss: 0.0311589 | val_loss: 0.0311797 | Time: 1518.66 ms
[2021-01-04 14:45:33 main:574] : INFO : Epoch 1636 | loss: 0.0311587 | val_loss: 0.0311783 | Time: 1497.97 ms
[2021-01-04 14:45:35 main:574] : INFO : Epoch 1637 | loss: 0.0311591 | val_loss: 0.0311763 | Time: 1479.27 ms
[2021-01-04 14:45:37 main:574] : INFO : Epoch 1638 | loss: 0.0311575 | val_loss: 0.03118 | Time: 1623.7 ms
[2021-01-04 14:45:38 main:574] : INFO : Epoch 1639 | loss: 0.0311567 | val_loss: 0.0311779 | Time: 1597.67 ms
[2021-01-04 14:45:40 main:574] : INFO : Epoch 1640 | loss: 0.0311566 | val_loss: 0.031175 | Time: 1571.33 ms
[2021-01-04 14:45:41 main:574] : INFO : Epoch 1641 | loss: 0.031157 | val_loss: 0.0311741 | Time: 1566.44 ms
[2021-01-04 14:45:43 main:574] : INFO : Epoch 1642 | loss: 0.0311567 | val_loss: 0.0311731 | Time: 1528.98 ms
[2021-01-04 14:45:44 main:574] : INFO : Epoch 1643 | loss: 0.031158 | val_loss: 0.0311807 | Time: 1533.89 ms
[2021-01-04 14:45:46 main:574] : INFO : Epoch 1644 | loss: 0.0311583 | val_loss: 0.0311792 | Time: 1612.25 ms
[2021-01-04 14:45:48 main:574] : INFO : Epoch 1645 | loss: 0.0311573 | val_loss: 0.0311744 | Time: 1777.08 ms
[2021-01-04 14:45:50 main:574] : INFO : Epoch 1646 | loss: 0.0311563 | val_loss: 0.0311731 | Time: 1793.37 ms
[2021-01-04 14:45:51 main:574] : INFO : Epoch 1647 | loss: 0.0311563 | val_loss: 0.0311745 | Time: 1522.11 ms
[2021-01-04 14:45:53 main:574] : INFO : Epoch 1648 | loss: 0.0311558 | val_loss: 0.031176 | Time: 1571.27 ms
[2021-01-04 14:45:54 main:574] : INFO : Epoch 1649 | loss: 0.0311555 | val_loss: 0.0311747 | Time: 1654.81 ms
[2021-01-04 14:45:56 main:574] : INFO : Epoch 1650 | loss: 0.0311559 | val_loss: 0.0311757 | Time: 1546.18 ms
[2021-01-04 14:45:58 main:574] : INFO : Epoch 1651 | loss: 0.0311545 | val_loss: 0.0311741 | Time: 1601.02 ms
[2021-01-04 14:45:59 main:574] : INFO : Epoch 1652 | loss: 0.0311541 | val_loss: 0.0311757 | Time: 1738.78 ms
[2021-01-04 14:46:01 main:574] : INFO : Epoch 1653 | loss: 0.0311554 | val_loss: 0.0311771 | Time: 1602.73 ms
[2021-01-04 14:46:03 main:574] : INFO : Epoch 1654 | loss: 0.0311575 | val_loss: 0.0311796 | Time: 1666.03 ms
[2021-01-04 14:46:04 main:574] : INFO : Epoch 1655 | loss: 0.0311583 | val_loss: 0.0311748 | Time: 1653.68 ms
[2021-01-04 14:46:06 main:574] : INFO : Epoch 1656 | loss: 0.0311586 | val_loss: 0.0311757 | Time: 1665.24 ms
[2021-01-04 14:46:08 main:574] : INFO : Epoch 1657 | loss: 0.031158 | val_loss: 0.0311803 | Time: 1582.63 ms
[2021-01-04 14:46:09 main:574] : INFO : Epoch 1658 | loss: 0.0311575 | val_loss: 0.0311772 | Time: 1593.18 ms
[2021-01-04 14:46:11 main:574] : INFO : Epoch 1659 | loss: 0.0311558 | val_loss: 0.0311745 | Time: 1607.02 ms
[2021-01-04 14:46:12 main:574] : INFO : Epoch 1660 | loss: 0.0311558 | val_loss: 0.0311826 | Time: 1652.03 ms
[2021-01-04 14:46:14 main:574] : INFO : Epoch 1661 | loss: 0.0311579 | val_loss: 0.0311801 | Time: 1576.25 ms
[2021-01-04 14:46:16 main:574] : INFO : Epoch 1662 | loss: 0.0311576 | val_loss: 0.0311767 | Time: 1544.07 ms
[2021-01-04 14:46:17 main:574] : INFO : Epoch 1663 | loss: 0.0311572 | val_loss: 0.0311742 | Time: 1628.4 ms
[2021-01-04 14:46:19 main:574] : INFO : Epoch 1664 | loss: 0.0311632 | val_loss: 0.0311745 | Time: 1700.87 ms
[2021-01-04 14:46:21 main:574] : INFO : Epoch 1665 | loss: 0.0311639 | val_loss: 0.0311768 | Time: 1862.89 ms
[2021-01-04 14:46:23 main:574] : INFO : Epoch 1666 | loss: 0.0311636 | val_loss: 0.0311746 | Time: 1802.81 ms
[2021-01-04 14:46:24 main:574] : INFO : Epoch 1667 | loss: 0.0311627 | val_loss: 0.0311755 | Time: 1753.24 ms
[2021-01-04 14:46:26 main:574] : INFO : Epoch 1668 | loss: 0.0311638 | val_loss: 0.0311755 | Time: 1825.05 ms
[2021-01-04 14:46:28 main:574] : INFO : Epoch 1669 | loss: 0.0311645 | val_loss: 0.0311815 | Time: 1760.13 ms
[2021-01-04 14:46:30 main:574] : INFO : Epoch 1670 | loss: 0.0311648 | val_loss: 0.0311746 | Time: 1771.68 ms
[2021-01-04 14:46:32 main:574] : INFO : Epoch 1671 | loss: 0.0311642 | val_loss: 0.0311758 | Time: 1769.42 ms
[2021-01-04 14:46:33 main:574] : INFO : Epoch 1672 | loss: 0.0311643 | val_loss: 0.0311762 | Time: 1828.02 ms
[2021-01-04 14:46:35 main:574] : INFO : Epoch 1673 | loss: 0.0311679 | val_loss: 0.0311793 | Time: 1873.9 ms
[2021-01-04 14:46:37 main:574] : INFO : Epoch 1674 | loss: 0.0311709 | val_loss: 0.0311787 | Time: 1792.28 ms
[2021-01-04 14:46:39 main:574] : INFO : Epoch 1675 | loss: 0.0311696 | val_loss: 0.0311766 | Time: 1726.02 ms
[2021-01-04 14:46:41 main:574] : INFO : Epoch 1676 | loss: 0.0311676 | val_loss: 0.0311805 | Time: 1767.86 ms
[2021-01-04 14:46:42 main:574] : INFO : Epoch 1677 | loss: 0.0311678 | val_loss: 0.0311765 | Time: 1810.62 ms
[2021-01-04 14:46:44 main:574] : INFO : Epoch 1678 | loss: 0.0311676 | val_loss: 0.0311787 | Time: 1780.83 ms
[2021-01-04 14:46:46 main:574] : INFO : Epoch 1679 | loss: 0.0311657 | val_loss: 0.0311762 | Time: 1817.22 ms
[2021-01-04 14:46:48 main:574] : INFO : Epoch 1680 | loss: 0.0311644 | val_loss: 0.0311799 | Time: 1802.21 ms
[2021-01-04 14:46:50 main:574] : INFO : Epoch 1681 | loss: 0.0311649 | val_loss: 0.0311786 | Time: 1831.94 ms
[2021-01-04 14:46:52 main:574] : INFO : Epoch 1682 | loss: 0.0311658 | val_loss: 0.0311773 | Time: 1831.52 ms
[2021-01-04 14:46:53 main:574] : INFO : Epoch 1683 | loss: 0.0311648 | val_loss: 0.0311797 | Time: 1732.74 ms
[2021-01-04 14:46:55 main:574] : INFO : Epoch 1684 | loss: 0.0311689 | val_loss: 0.0311757 | Time: 1777.6 ms
[2021-01-04 14:46:57 main:574] : INFO : Epoch 1685 | loss: 0.0311713 | val_loss: 0.0311759 | Time: 1823.29 ms
[2021-01-04 14:46:59 main:574] : INFO : Epoch 1686 | loss: 0.0311671 | val_loss: 0.0311761 | Time: 1734.57 ms
[2021-01-04 14:47:01 main:574] : INFO : Epoch 1687 | loss: 0.031166 | val_loss: 0.0311759 | Time: 1720.12 ms
[2021-01-04 14:47:02 main:574] : INFO : Epoch 1688 | loss: 0.0311666 | val_loss: 0.0311766 | Time: 1659.06 ms
[2021-01-04 14:47:04 main:574] : INFO : Epoch 1689 | loss: 0.0311659 | val_loss: 0.0311765 | Time: 1744.21 ms
[2021-01-04 14:47:06 main:574] : INFO : Epoch 1690 | loss: 0.0311645 | val_loss: 0.0311775 | Time: 1684.32 ms
[2021-01-04 14:47:07 main:574] : INFO : Epoch 1691 | loss: 0.0311648 | val_loss: 0.0311774 | Time: 1638.13 ms
[2021-01-04 14:47:09 main:574] : INFO : Epoch 1692 | loss: 0.0311645 | val_loss: 0.0311765 | Time: 1641.45 ms
[2021-01-04 14:47:11 main:574] : INFO : Epoch 1693 | loss: 0.0311645 | val_loss: 0.0311736 | Time: 1615.6 ms
[2021-01-04 14:47:12 main:574] : INFO : Epoch 1694 | loss: 0.0311663 | val_loss: 0.0311779 | Time: 1548.27 ms
[2021-01-04 14:47:14 main:574] : INFO : Epoch 1695 | loss: 0.0311657 | val_loss: 0.031175 | Time: 1544.12 ms
[2021-01-04 14:47:15 main:574] : INFO : Epoch 1696 | loss: 0.0311663 | val_loss: 0.0311722 | Time: 1641.36 ms
[2021-01-04 14:47:17 main:574] : INFO : Epoch 1697 | loss: 0.0311651 | val_loss: 0.0311743 | Time: 1624.33 ms
[2021-01-04 14:47:19 main:574] : INFO : Epoch 1698 | loss: 0.0311645 | val_loss: 0.0311748 | Time: 1561.66 ms
[2021-01-04 14:47:20 main:574] : INFO : Epoch 1699 | loss: 0.0311639 | val_loss: 0.0311742 | Time: 1627.46 ms
[2021-01-04 14:47:22 main:574] : INFO : Epoch 1700 | loss: 0.0311626 | val_loss: 0.0311743 | Time: 1569.95 ms
[2021-01-04 14:47:23 main:574] : INFO : Epoch 1701 | loss: 0.0311629 | val_loss: 0.0311742 | Time: 1607 ms
[2021-01-04 14:47:25 main:574] : INFO : Epoch 1702 | loss: 0.0311635 | val_loss: 0.0311766 | Time: 1569.57 ms
[2021-01-04 14:47:27 main:574] : INFO : Epoch 1703 | loss: 0.031162 | val_loss: 0.0311752 | Time: 1624.16 ms
[2021-01-04 14:47:28 main:574] : INFO : Epoch 1704 | loss: 0.0311627 | val_loss: 0.0311775 | Time: 1611.56 ms
[2021-01-04 14:47:30 main:574] : INFO : Epoch 1705 | loss: 0.0311626 | val_loss: 0.0311778 | Time: 1542.6 ms
[2021-01-04 14:47:31 main:574] : INFO : Epoch 1706 | loss: 0.0311631 | val_loss: 0.0311736 | Time: 1462.84 ms
[2021-01-04 14:47:33 main:574] : INFO : Epoch 1707 | loss: 0.0311617 | val_loss: 0.0311769 | Time: 1656.84 ms
[2021-01-04 14:47:35 main:574] : INFO : Epoch 1708 | loss: 0.0311606 | val_loss: 0.0311742 | Time: 1553.69 ms
[2021-01-04 14:47:36 main:574] : INFO : Epoch 1709 | loss: 0.0311604 | val_loss: 0.0311749 | Time: 1580.48 ms
[2021-01-04 14:47:38 main:574] : INFO : Epoch 1710 | loss: 0.0311612 | val_loss: 0.0311764 | Time: 1584.26 ms
[2021-01-04 14:47:39 main:574] : INFO : Epoch 1711 | loss: 0.0311601 | val_loss: 0.0311776 | Time: 1741.1 ms
[2021-01-04 14:47:41 main:574] : INFO : Epoch 1712 | loss: 0.0311606 | val_loss: 0.031175 | Time: 1727.95 ms
[2021-01-04 14:47:53 main:574] : INFO : Epoch 1713 | loss: 0.0311597 | val_loss: 0.031177 | Time: 11746.3 ms
[2021-01-04 14:47:55 main:574] : INFO : Epoch 1714 | loss: 0.0311599 | val_loss: 0.0311778 | Time: 1546.51 ms
[2021-01-04 14:47:56 main:574] : INFO : Epoch 1715 | loss: 0.0311594 | val_loss: 0.0311763 | Time: 1465.66 ms
[2021-01-04 14:47:58 main:574] : INFO : Epoch 1716 | loss: 0.0311599 | val_loss: 0.0311764 | Time: 1574.08 ms
[2021-01-04 14:47:59 main:574] : INFO : Epoch 1717 | loss: 0.0311595 | val_loss: 0.0311774 | Time: 1593.59 ms
[2021-01-04 14:48:01 main:574] : INFO : Epoch 1718 | loss: 0.03116 | val_loss: 0.0311766 | Time: 1581.71 ms
[2021-01-04 14:48:02 main:574] : INFO : Epoch 1719 | loss: 0.0311581 | val_loss: 0.0311745 | Time: 1557.57 ms
[2021-01-04 14:48:04 main:574] : INFO : Epoch 1720 | loss: 0.0311608 | val_loss: 0.0311768 | Time: 1603.07 ms
[2021-01-04 14:48:06 main:574] : INFO : Epoch 1721 | loss: 0.0311602 | val_loss: 0.0311753 | Time: 1653.88 ms
[2021-01-04 14:48:07 main:574] : INFO : Epoch 1722 | loss: 0.0311603 | val_loss: 0.0311746 | Time: 1541.75 ms
[2021-01-04 14:48:09 main:574] : INFO : Epoch 1723 | loss: 0.0311607 | val_loss: 0.0311754 | Time: 1519.64 ms
[2021-01-04 14:48:10 main:574] : INFO : Epoch 1724 | loss: 0.0311596 | val_loss: 0.0311728 | Time: 1620.02 ms
[2021-01-04 14:48:12 main:574] : INFO : Epoch 1725 | loss: 0.0311595 | val_loss: 0.0311744 | Time: 1552.78 ms
[2021-01-04 14:48:14 main:574] : INFO : Epoch 1726 | loss: 0.0311593 | val_loss: 0.0311723 | Time: 1624.99 ms
[2021-01-04 14:48:15 main:574] : INFO : Epoch 1727 | loss: 0.0311587 | val_loss: 0.031173 | Time: 1656.11 ms
[2021-01-04 14:48:17 main:574] : INFO : Epoch 1728 | loss: 0.0311582 | val_loss: 0.0311731 | Time: 1600.16 ms
[2021-01-04 14:48:18 main:574] : INFO : Epoch 1729 | loss: 0.0311578 | val_loss: 0.0311803 | Time: 1529.8 ms
[2021-01-04 14:48:20 main:574] : INFO : Epoch 1730 | loss: 0.0311601 | val_loss: 0.0311773 | Time: 1629.39 ms
[2021-01-04 14:48:22 main:574] : INFO : Epoch 1731 | loss: 0.0311581 | val_loss: 0.0311754 | Time: 1594.37 ms
[2021-01-04 14:48:23 main:574] : INFO : Epoch 1732 | loss: 0.0311595 | val_loss: 0.0311778 | Time: 1587.6 ms
[2021-01-04 14:48:25 main:574] : INFO : Epoch 1733 | loss: 0.0311588 | val_loss: 0.031174 | Time: 1642.1 ms
[2021-01-04 14:48:26 main:574] : INFO : Epoch 1734 | loss: 0.0311587 | val_loss: 0.0311798 | Time: 1536.12 ms
[2021-01-04 14:48:28 main:574] : INFO : Epoch 1735 | loss: 0.031159 | val_loss: 0.031177 | Time: 1590.18 ms
[2021-01-04 14:48:30 main:574] : INFO : Epoch 1736 | loss: 0.0311575 | val_loss: 0.031176 | Time: 1667.92 ms
[2021-01-04 14:48:31 main:574] : INFO : Epoch 1737 | loss: 0.0311575 | val_loss: 0.031178 | Time: 1676.45 ms
[2021-01-04 14:48:33 main:574] : INFO : Epoch 1738 | loss: 0.0311579 | val_loss: 0.0311789 | Time: 1615.64 ms
[2021-01-04 14:48:35 main:574] : INFO : Epoch 1739 | loss: 0.0311598 | val_loss: 0.0311776 | Time: 1557.13 ms
[2021-01-04 14:48:36 main:574] : INFO : Epoch 1740 | loss: 0.0311598 | val_loss: 0.0311771 | Time: 1771.68 ms
[2021-01-04 14:48:38 main:574] : INFO : Epoch 1741 | loss: 0.0311603 | val_loss: 0.0311773 | Time: 1773.83 ms
[2021-01-04 14:48:40 main:574] : INFO : Epoch 1742 | loss: 0.0311592 | val_loss: 0.0311777 | Time: 1767.15 ms
[2021-01-04 14:48:42 main:574] : INFO : Epoch 1743 | loss: 0.0311588 | val_loss: 0.0311807 | Time: 1786.2 ms
[2021-01-04 14:48:44 main:574] : INFO : Epoch 1744 | loss: 0.0311595 | val_loss: 0.0311779 | Time: 1766.61 ms
[2021-01-04 14:48:45 main:574] : INFO : Epoch 1745 | loss: 0.0311577 | val_loss: 0.0311766 | Time: 1812.95 ms
[2021-01-04 14:48:47 main:574] : INFO : Epoch 1746 | loss: 0.0311574 | val_loss: 0.0311759 | Time: 1786.97 ms
[2021-01-04 14:48:49 main:574] : INFO : Epoch 1747 | loss: 0.031159 | val_loss: 0.0311762 | Time: 1768.14 ms
[2021-01-04 14:48:51 main:574] : INFO : Epoch 1748 | loss: 0.0311673 | val_loss: 0.0311804 | Time: 1792.29 ms
[2021-01-04 14:48:53 main:574] : INFO : Epoch 1749 | loss: 0.0311705 | val_loss: 0.0311765 | Time: 1764.88 ms
[2021-01-04 14:48:54 main:574] : INFO : Epoch 1750 | loss: 0.0311693 | val_loss: 0.031175 | Time: 1732.29 ms
[2021-01-04 14:48:56 main:574] : INFO : Epoch 1751 | loss: 0.031169 | val_loss: 0.031175 | Time: 1801.03 ms
[2021-01-04 14:48:58 main:574] : INFO : Epoch 1752 | loss: 0.0311683 | val_loss: 0.0311775 | Time: 1796.28 ms
[2021-01-04 14:49:00 main:574] : INFO : Epoch 1753 | loss: 0.0311697 | val_loss: 0.0311745 | Time: 1751.32 ms
[2021-01-04 14:49:01 main:574] : INFO : Epoch 1754 | loss: 0.0311673 | val_loss: 0.0311756 | Time: 1756.06 ms
[2021-01-04 14:49:03 main:574] : INFO : Epoch 1755 | loss: 0.0311678 | val_loss: 0.0311759 | Time: 1766.98 ms
[2021-01-04 14:49:05 main:574] : INFO : Epoch 1756 | loss: 0.0311688 | val_loss: 0.0311785 | Time: 1814.52 ms
[2021-01-04 14:49:07 main:574] : INFO : Epoch 1757 | loss: 0.0311677 | val_loss: 0.0311769 | Time: 1709.09 ms
[2021-01-04 14:49:09 main:574] : INFO : Epoch 1758 | loss: 0.0311665 | val_loss: 0.0311747 | Time: 1785.87 ms
[2021-01-04 14:49:10 main:574] : INFO : Epoch 1759 | loss: 0.0311661 | val_loss: 0.0311752 | Time: 1771.95 ms
[2021-01-04 14:49:12 main:574] : INFO : Epoch 1760 | loss: 0.0311668 | val_loss: 0.0311732 | Time: 1809.83 ms
[2021-01-04 14:49:14 main:574] : INFO : Epoch 1761 | loss: 0.0311692 | val_loss: 0.031176 | Time: 1803.14 ms
[2021-01-04 14:49:16 main:574] : INFO : Epoch 1762 | loss: 0.0311685 | val_loss: 0.0311758 | Time: 1657.8 ms
[2021-01-04 14:49:17 main:574] : INFO : Epoch 1763 | loss: 0.0311668 | val_loss: 0.0311744 | Time: 1654.64 ms
[2021-01-04 14:49:19 main:574] : INFO : Epoch 1764 | loss: 0.0311664 | val_loss: 0.0311746 | Time: 1738.33 ms
[2021-01-04 14:49:21 main:574] : INFO : Epoch 1765 | loss: 0.0311664 | val_loss: 0.0311748 | Time: 1593.31 ms
[2021-01-04 14:49:22 main:574] : INFO : Epoch 1766 | loss: 0.0311663 | val_loss: 0.0311733 | Time: 1606.14 ms
[2021-01-04 14:49:24 main:574] : INFO : Epoch 1767 | loss: 0.0311669 | val_loss: 0.0311749 | Time: 1649.54 ms
[2021-01-04 14:49:26 main:574] : INFO : Epoch 1768 | loss: 0.0311702 | val_loss: 0.0311785 | Time: 1571.58 ms
[2021-01-04 14:49:27 main:574] : INFO : Epoch 1769 | loss: 0.0311764 | val_loss: 0.0311832 | Time: 1626.16 ms
[2021-01-04 14:49:29 main:574] : INFO : Epoch 1770 | loss: 0.0311791 | val_loss: 0.0311826 | Time: 1622.46 ms
[2021-01-04 14:49:30 main:574] : INFO : Epoch 1771 | loss: 0.0311821 | val_loss: 0.0311815 | Time: 1590.78 ms
[2021-01-04 14:49:32 main:574] : INFO : Epoch 1772 | loss: 0.0311803 | val_loss: 0.0311842 | Time: 1585.19 ms
[2021-01-04 14:49:34 main:574] : INFO : Epoch 1773 | loss: 0.0311791 | val_loss: 0.0311818 | Time: 1658.36 ms
[2021-01-04 14:49:35 main:574] : INFO : Epoch 1774 | loss: 0.0311782 | val_loss: 0.0311816 | Time: 1605.01 ms
[2021-01-04 14:49:37 main:574] : INFO : Epoch 1775 | loss: 0.0311757 | val_loss: 0.0311808 | Time: 1618.42 ms
[2021-01-04 14:49:39 main:574] : INFO : Epoch 1776 | loss: 0.0311781 | val_loss: 0.0311844 | Time: 1689.38 ms
[2021-01-04 14:49:40 main:574] : INFO : Epoch 1777 | loss: 0.0311801 | val_loss: 0.0311842 | Time: 1563.85 ms
[2021-01-04 14:49:42 main:574] : INFO : Epoch 1778 | loss: 0.0311776 | val_loss: 0.0311795 | Time: 1513.96 ms
[2021-01-04 14:49:43 main:574] : INFO : Epoch 1779 | loss: 0.0311754 | val_loss: 0.0311796 | Time: 1660.22 ms
[2021-01-04 14:49:45 main:574] : INFO : Epoch 1780 | loss: 0.0311745 | val_loss: 0.0311772 | Time: 1709.89 ms
[2021-01-04 14:49:47 main:574] : INFO : Epoch 1781 | loss: 0.0311733 | val_loss: 0.0311786 | Time: 1764.25 ms
[2021-01-04 14:49:49 main:574] : INFO : Epoch 1782 | loss: 0.0311735 | val_loss: 0.0311802 | Time: 1843.05 ms
[2021-01-04 14:49:51 main:574] : INFO : Epoch 1783 | loss: 0.0311747 | val_loss: 0.031179 | Time: 1864.65 ms
[2021-01-04 14:49:52 main:574] : INFO : Epoch 1784 | loss: 0.0311735 | val_loss: 0.0311841 | Time: 1762.06 ms
[2021-01-04 14:49:54 main:574] : INFO : Epoch 1785 | loss: 0.0311745 | val_loss: 0.0311786 | Time: 1839.41 ms
[2021-01-04 14:49:56 main:574] : INFO : Epoch 1786 | loss: 0.0311746 | val_loss: 0.0311796 | Time: 1797.15 ms
[2021-01-04 14:49:58 main:574] : INFO : Epoch 1787 | loss: 0.0311751 | val_loss: 0.0311825 | Time: 1794.5 ms
[2021-01-04 14:50:00 main:574] : INFO : Epoch 1788 | loss: 0.0311807 | val_loss: 0.0311811 | Time: 1879.7 ms
[2021-01-04 14:50:02 main:574] : INFO : Epoch 1789 | loss: 0.0311811 | val_loss: 0.0311804 | Time: 1820.78 ms
[2021-01-04 14:50:03 main:574] : INFO : Epoch 1790 | loss: 0.03118 | val_loss: 0.0311816 | Time: 1677.87 ms
[2021-01-04 14:50:05 main:574] : INFO : Epoch 1791 | loss: 0.0311792 | val_loss: 0.031181 | Time: 1824.94 ms
[2021-01-04 14:50:07 main:574] : INFO : Epoch 1792 | loss: 0.0311786 | val_loss: 0.0311809 | Time: 1789.78 ms
[2021-01-04 14:50:09 main:574] : INFO : Epoch 1793 | loss: 0.0311813 | val_loss: 0.031183 | Time: 1830.95 ms
[2021-01-04 14:50:11 main:574] : INFO : Epoch 1794 | loss: 0.0311805 | val_loss: 0.0311842 | Time: 1756.31 ms
[2021-01-04 14:50:12 main:574] : INFO : Epoch 1795 | loss: 0.0311772 | val_loss: 0.0311808 | Time: 1825.66 ms
[2021-01-04 14:50:14 main:574] : INFO : Epoch 1796 | loss: 0.0311748 | val_loss: 0.031179 | Time: 1829 ms
[2021-01-04 14:50:16 main:574] : INFO : Epoch 1797 | loss: 0.0311741 | val_loss: 0.0311805 | Time: 1807.72 ms
[2021-01-04 14:50:18 main:574] : INFO : Epoch 1798 | loss: 0.0311766 | val_loss: 0.03118 | Time: 1812.82 ms
[2021-01-04 14:50:20 main:574] : INFO : Epoch 1799 | loss: 0.0311745 | val_loss: 0.031183 | Time: 1823.21 ms
[2021-01-04 14:50:22 main:574] : INFO : Epoch 1800 | loss: 0.0311741 | val_loss: 0.0311821 | Time: 1815.77 ms
[2021-01-04 14:50:23 main:574] : INFO : Epoch 1801 | loss: 0.031174 | val_loss: 0.0311781 | Time: 1790.89 ms
[2021-01-04 14:50:25 main:574] : INFO : Epoch 1802 | loss: 0.0311721 | val_loss: 0.0311792 | Time: 1780.36 ms
[2021-01-04 14:50:27 main:574] : INFO : Epoch 1803 | loss: 0.0311719 | val_loss: 0.0311803 | Time: 1620.14 ms
[2021-01-04 14:50:29 main:574] : INFO : Epoch 1804 | loss: 0.0311723 | val_loss: 0.0311773 | Time: 1720.35 ms
[2021-01-04 14:50:30 main:574] : INFO : Epoch 1805 | loss: 0.0311717 | val_loss: 0.0311788 | Time: 1571.74 ms
[2021-01-04 14:50:32 main:574] : INFO : Epoch 1806 | loss: 0.0311721 | val_loss: 0.0311831 | Time: 1526.67 ms
[2021-01-04 14:50:33 main:574] : INFO : Epoch 1807 | loss: 0.0311725 | val_loss: 0.0311775 | Time: 1560.06 ms
[2021-01-04 14:50:35 main:574] : INFO : Epoch 1808 | loss: 0.0311731 | val_loss: 0.0311795 | Time: 1658.24 ms
[2021-01-04 14:50:36 main:574] : INFO : Epoch 1809 | loss: 0.0311716 | val_loss: 0.0311771 | Time: 1608.57 ms
[2021-01-04 14:50:38 main:574] : INFO : Epoch 1810 | loss: 0.03117 | val_loss: 0.0311764 | Time: 1653.56 ms
[2021-01-04 14:50:40 main:574] : INFO : Epoch 1811 | loss: 0.0311707 | val_loss: 0.0311789 | Time: 1608.54 ms
[2021-01-04 14:50:41 main:574] : INFO : Epoch 1812 | loss: 0.0311701 | val_loss: 0.031177 | Time: 1529.58 ms
[2021-01-04 14:50:43 main:574] : INFO : Epoch 1813 | loss: 0.0311693 | val_loss: 0.031176 | Time: 1672.01 ms
[2021-01-04 14:50:45 main:574] : INFO : Epoch 1814 | loss: 0.0311686 | val_loss: 0.0311761 | Time: 1598.54 ms
[2021-01-04 14:50:46 main:574] : INFO : Epoch 1815 | loss: 0.0311697 | val_loss: 0.0311767 | Time: 1590.62 ms
[2021-01-04 14:50:48 main:574] : INFO : Epoch 1816 | loss: 0.0311685 | val_loss: 0.0311765 | Time: 1517.75 ms
[2021-01-04 14:50:49 main:574] : INFO : Epoch 1817 | loss: 0.0311688 | val_loss: 0.0311765 | Time: 1575.94 ms
[2021-01-04 14:50:51 main:574] : INFO : Epoch 1818 | loss: 0.0311693 | val_loss: 0.0311772 | Time: 1644.79 ms
[2021-01-04 14:50:53 main:574] : INFO : Epoch 1819 | loss: 0.0311682 | val_loss: 0.0311775 | Time: 1575.53 ms
[2021-01-04 14:50:54 main:574] : INFO : Epoch 1820 | loss: 0.0311681 | val_loss: 0.0311778 | Time: 1571.02 ms
[2021-01-04 14:50:56 main:574] : INFO : Epoch 1821 | loss: 0.0311711 | val_loss: 0.0311775 | Time: 1567.07 ms
[2021-01-04 14:50:57 main:574] : INFO : Epoch 1822 | loss: 0.0311725 | val_loss: 0.0311786 | Time: 1594.35 ms
[2021-01-04 14:50:59 main:574] : INFO : Epoch 1823 | loss: 0.0311715 | val_loss: 0.0311791 | Time: 1593.77 ms
[2021-01-04 14:51:01 main:574] : INFO : Epoch 1824 | loss: 0.0311694 | val_loss: 0.0311767 | Time: 1679.63 ms
[2021-01-04 14:51:02 main:574] : INFO : Epoch 1825 | loss: 0.0311687 | val_loss: 0.0311754 | Time: 1670.38 ms
[2021-01-04 14:51:04 main:574] : INFO : Epoch 1826 | loss: 0.0311686 | val_loss: 0.031175 | Time: 1788.91 ms
[2021-01-04 14:51:06 main:574] : INFO : Epoch 1827 | loss: 0.0311696 | val_loss: 0.031178 | Time: 1793.16 ms
[2021-01-04 14:51:08 main:574] : INFO : Epoch 1828 | loss: 0.0311706 | val_loss: 0.0311767 | Time: 1789.72 ms
[2021-01-04 14:51:10 main:574] : INFO : Epoch 1829 | loss: 0.0311695 | val_loss: 0.0311776 | Time: 1797.82 ms
[2021-01-04 14:51:11 main:574] : INFO : Epoch 1830 | loss: 0.0311715 | val_loss: 0.0311837 | Time: 1775.89 ms
[2021-01-04 14:51:13 main:574] : INFO : Epoch 1831 | loss: 0.0311708 | val_loss: 0.0311774 | Time: 1772.41 ms
[2021-01-04 14:51:15 main:574] : INFO : Epoch 1832 | loss: 0.0311681 | val_loss: 0.0311759 | Time: 1768.89 ms
[2021-01-04 14:51:17 main:574] : INFO : Epoch 1833 | loss: 0.0311674 | val_loss: 0.0311762 | Time: 1774.59 ms
[2021-01-04 14:51:18 main:574] : INFO : Epoch 1834 | loss: 0.0311681 | val_loss: 0.0311773 | Time: 1752.78 ms
[2021-01-04 14:51:20 main:574] : INFO : Epoch 1835 | loss: 0.0311692 | val_loss: 0.0311774 | Time: 1756.27 ms
[2021-01-04 14:51:22 main:574] : INFO : Epoch 1836 | loss: 0.0311731 | val_loss: 0.0311765 | Time: 1815.06 ms
[2021-01-04 14:51:24 main:574] : INFO : Epoch 1837 | loss: 0.0311724 | val_loss: 0.0311836 | Time: 1839.06 ms
[2021-01-04 14:51:26 main:574] : INFO : Epoch 1838 | loss: 0.0311694 | val_loss: 0.0311748 | Time: 1708.11 ms
[2021-01-04 14:51:27 main:574] : INFO : Epoch 1839 | loss: 0.0311675 | val_loss: 0.0311769 | Time: 1752.32 ms
[2021-01-04 14:51:29 main:574] : INFO : Epoch 1840 | loss: 0.0311664 | val_loss: 0.0311785 | Time: 1764.91 ms
[2021-01-04 14:51:31 main:574] : INFO : Epoch 1841 | loss: 0.0311663 | val_loss: 0.0311767 | Time: 1760.85 ms
[2021-01-04 14:51:33 main:574] : INFO : Epoch 1842 | loss: 0.0311661 | val_loss: 0.0311795 | Time: 1733.88 ms
[2021-01-04 14:51:34 main:574] : INFO : Epoch 1843 | loss: 0.031167 | val_loss: 0.0311754 | Time: 1755.96 ms
[2021-01-04 14:51:36 main:574] : INFO : Epoch 1844 | loss: 0.0311661 | val_loss: 0.0311755 | Time: 1849.53 ms
[2021-01-04 14:51:38 main:574] : INFO : Epoch 1845 | loss: 0.031167 | val_loss: 0.0311783 | Time: 1826.44 ms
[2021-01-04 14:51:40 main:574] : INFO : Epoch 1846 | loss: 0.0311669 | val_loss: 0.0311792 | Time: 1722.52 ms
[2021-01-04 14:51:42 main:574] : INFO : Epoch 1847 | loss: 0.0311664 | val_loss: 0.0311787 | Time: 1762.89 ms
[2021-01-04 14:51:43 main:574] : INFO : Epoch 1848 | loss: 0.0311659 | val_loss: 0.0311766 | Time: 1666.88 ms
[2021-01-04 14:51:45 main:574] : INFO : Epoch 1849 | loss: 0.0311664 | val_loss: 0.0311764 | Time: 1689.16 ms
[2021-01-04 14:51:47 main:574] : INFO : Epoch 1850 | loss: 0.0311661 | val_loss: 0.0311764 | Time: 1666.22 ms
[2021-01-04 14:51:48 main:574] : INFO : Epoch 1851 | loss: 0.0311653 | val_loss: 0.0311751 | Time: 1589.16 ms
[2021-01-04 14:51:50 main:574] : INFO : Epoch 1852 | loss: 0.0311673 | val_loss: 0.031176 | Time: 1652.99 ms
[2021-01-04 14:51:52 main:574] : INFO : Epoch 1853 | loss: 0.0311693 | val_loss: 0.0311803 | Time: 1602.43 ms
[2021-01-04 14:51:53 main:574] : INFO : Epoch 1854 | loss: 0.0311658 | val_loss: 0.0311766 | Time: 1622.31 ms
[2021-01-04 14:51:55 main:574] : INFO : Epoch 1855 | loss: 0.0311649 | val_loss: 0.0311763 | Time: 1578.86 ms
[2021-01-04 14:51:56 main:574] : INFO : Epoch 1856 | loss: 0.0311652 | val_loss: 0.0311783 | Time: 1599.63 ms
[2021-01-04 14:51:58 main:574] : INFO : Epoch 1857 | loss: 0.0311649 | val_loss: 0.0311756 | Time: 1562.45 ms
[2021-01-04 14:52:00 main:574] : INFO : Epoch 1858 | loss: 0.0311651 | val_loss: 0.0311766 | Time: 1613.4 ms
[2021-01-04 14:52:01 main:574] : INFO : Epoch 1859 | loss: 0.0311665 | val_loss: 0.0311776 | Time: 1633.19 ms
[2021-01-04 14:52:03 main:574] : INFO : Epoch 1860 | loss: 0.0311659 | val_loss: 0.0311777 | Time: 1586.62 ms
[2021-01-04 14:52:15 main:574] : INFO : Epoch 1861 | loss: 0.0311665 | val_loss: 0.0311755 | Time: 11834 ms
[2021-01-04 14:52:16 main:574] : INFO : Epoch 1862 | loss: 0.0311653 | val_loss: 0.0311781 | Time: 1543.54 ms
[2021-01-04 14:52:18 main:574] : INFO : Epoch 1863 | loss: 0.031165 | val_loss: 0.0311772 | Time: 1536.97 ms
[2021-01-04 14:52:19 main:574] : INFO : Epoch 1864 | loss: 0.0311675 | val_loss: 0.0311765 | Time: 1553.68 ms
[2021-01-04 14:52:21 main:574] : INFO : Epoch 1865 | loss: 0.031166 | val_loss: 0.0311773 | Time: 1558.74 ms
[2021-01-04 14:52:23 main:574] : INFO : Epoch 1866 | loss: 0.0311664 | val_loss: 0.0311758 | Time: 1514.84 ms
[2021-01-04 14:52:24 main:574] : INFO : Epoch 1867 | loss: 0.0311653 | val_loss: 0.0311756 | Time: 1587.25 ms
[2021-01-04 14:52:26 main:574] : INFO : Epoch 1868 | loss: 0.0311664 | val_loss: 0.0311744 | Time: 1568.32 ms
[2021-01-04 14:52:27 main:574] : INFO : Epoch 1869 | loss: 0.031166 | val_loss: 0.0311751 | Time: 1552.72 ms
[2021-01-04 14:52:29 main:574] : INFO : Epoch 1870 | loss: 0.0311654 | val_loss: 0.031177 | Time: 1552.3 ms
[2021-01-04 14:52:30 main:574] : INFO : Epoch 1871 | loss: 0.0311659 | val_loss: 0.0311764 | Time: 1587.61 ms
[2021-01-04 14:52:32 main:574] : INFO : Epoch 1872 | loss: 0.0311655 | val_loss: 0.0311783 | Time: 1517.94 ms
[2021-01-04 14:52:34 main:574] : INFO : Epoch 1873 | loss: 0.0311682 | val_loss: 0.031175 | Time: 1642.96 ms
[2021-01-04 14:52:35 main:574] : INFO : Epoch 1874 | loss: 0.031167 | val_loss: 0.0311742 | Time: 1552.7 ms
[2021-01-04 14:52:37 main:574] : INFO : Epoch 1875 | loss: 0.031166 | val_loss: 0.031174 | Time: 1619.08 ms
[2021-01-04 14:52:38 main:574] : INFO : Epoch 1876 | loss: 0.0311671 | val_loss: 0.0311761 | Time: 1580.87 ms
[2021-01-04 14:52:40 main:574] : INFO : Epoch 1877 | loss: 0.0311686 | val_loss: 0.0311874 | Time: 1565.48 ms
[2021-01-04 14:52:42 main:574] : INFO : Epoch 1878 | loss: 0.0311813 | val_loss: 0.0311778 | Time: 1575.92 ms
[2021-01-04 14:52:43 main:574] : INFO : Epoch 1879 | loss: 0.0311765 | val_loss: 0.0311828 | Time: 1602.76 ms
[2021-01-04 14:52:45 main:574] : INFO : Epoch 1880 | loss: 0.0311727 | val_loss: 0.0311765 | Time: 1588.02 ms
[2021-01-04 14:52:46 main:574] : INFO : Epoch 1881 | loss: 0.0311699 | val_loss: 0.0311759 | Time: 1550.14 ms
[2021-01-04 14:52:48 main:574] : INFO : Epoch 1882 | loss: 0.0311702 | val_loss: 0.0311783 | Time: 1631.42 ms
[2021-01-04 14:52:50 main:574] : INFO : Epoch 1883 | loss: 0.0311707 | val_loss: 0.0311801 | Time: 1588.56 ms
[2021-01-04 14:52:51 main:574] : INFO : Epoch 1884 | loss: 0.031169 | val_loss: 0.0311777 | Time: 1717.37 ms
[2021-01-04 14:52:53 main:574] : INFO : Epoch 1885 | loss: 0.0311672 | val_loss: 0.0311745 | Time: 1609.7 ms
[2021-01-04 14:52:55 main:574] : INFO : Epoch 1886 | loss: 0.0311664 | val_loss: 0.0311739 | Time: 1610.78 ms
[2021-01-04 14:52:56 main:574] : INFO : Epoch 1887 | loss: 0.031167 | val_loss: 0.0311761 | Time: 1594.98 ms
[2021-01-04 14:52:58 main:574] : INFO : Epoch 1888 | loss: 0.0311668 | val_loss: 0.0311735 | Time: 1571.74 ms
[2021-01-04 14:52:59 main:574] : INFO : Epoch 1889 | loss: 0.0311665 | val_loss: 0.0311765 | Time: 1589.44 ms
[2021-01-04 14:53:01 main:574] : INFO : Epoch 1890 | loss: 0.0311666 | val_loss: 0.0311739 | Time: 1659.9 ms
[2021-01-04 14:53:03 main:574] : INFO : Epoch 1891 | loss: 0.0311673 | val_loss: 0.0311789 | Time: 1509.37 ms
[2021-01-04 14:53:04 main:574] : INFO : Epoch 1892 | loss: 0.031169 | val_loss: 0.0311812 | Time: 1814.75 ms
[2021-01-04 14:53:06 main:574] : INFO : Epoch 1893 | loss: 0.0311673 | val_loss: 0.0311748 | Time: 1809.38 ms
[2021-01-04 14:53:08 main:574] : INFO : Epoch 1894 | loss: 0.0311682 | val_loss: 0.031177 | Time: 1779.76 ms
[2021-01-04 14:53:10 main:574] : INFO : Epoch 1895 | loss: 0.0311666 | val_loss: 0.031175 | Time: 1838.51 ms
[2021-01-04 14:53:12 main:574] : INFO : Epoch 1896 | loss: 0.0311658 | val_loss: 0.0311764 | Time: 1764.27 ms
[2021-01-04 14:53:13 main:574] : INFO : Epoch 1897 | loss: 0.0311651 | val_loss: 0.0311767 | Time: 1734.85 ms
[2021-01-04 14:53:15 main:574] : INFO : Epoch 1898 | loss: 0.0311656 | val_loss: 0.0311762 | Time: 1776.31 ms
[2021-01-04 14:53:17 main:574] : INFO : Epoch 1899 | loss: 0.0311652 | val_loss: 0.031178 | Time: 1736.08 ms
[2021-01-04 14:53:19 main:574] : INFO : Epoch 1900 | loss: 0.0311657 | val_loss: 0.0311772 | Time: 1801.94 ms
[2021-01-04 14:53:21 main:574] : INFO : Epoch 1901 | loss: 0.0311644 | val_loss: 0.0311759 | Time: 1922.15 ms
[2021-01-04 14:53:23 main:574] : INFO : Epoch 1902 | loss: 0.0311642 | val_loss: 0.031177 | Time: 1938.11 ms
[2021-01-04 14:53:24 main:574] : INFO : Epoch 1903 | loss: 0.0311669 | val_loss: 0.0311758 | Time: 1793 ms
[2021-01-04 14:53:26 main:574] : INFO : Epoch 1904 | loss: 0.0311665 | val_loss: 0.031178 | Time: 1798.26 ms
[2021-01-04 14:53:28 main:574] : INFO : Epoch 1905 | loss: 0.0311633 | val_loss: 0.0311848 | Time: 1671.95 ms
[2021-01-04 14:53:30 main:574] : INFO : Epoch 1906 | loss: 0.0311646 | val_loss: 0.0311775 | Time: 1810.89 ms
[2021-01-04 14:53:32 main:574] : INFO : Epoch 1907 | loss: 0.0311638 | val_loss: 0.0311762 | Time: 1781.2 ms
[2021-01-04 14:53:33 main:574] : INFO : Epoch 1908 | loss: 0.0311635 | val_loss: 0.0311771 | Time: 1845.71 ms
[2021-01-04 14:53:35 main:574] : INFO : Epoch 1909 | loss: 0.0311634 | val_loss: 0.0311755 | Time: 1739.99 ms
[2021-01-04 14:53:37 main:574] : INFO : Epoch 1910 | loss: 0.0311644 | val_loss: 0.0311772 | Time: 1864.72 ms
[2021-01-04 14:53:39 main:574] : INFO : Epoch 1911 | loss: 0.0311647 | val_loss: 0.031176 | Time: 1819.13 ms
[2021-01-04 14:53:41 main:574] : INFO : Epoch 1912 | loss: 0.031165 | val_loss: 0.0311775 | Time: 1650.32 ms
[2021-01-04 14:53:42 main:574] : INFO : Epoch 1913 | loss: 0.0311632 | val_loss: 0.0311764 | Time: 1735.43 ms
[2021-01-04 14:53:44 main:574] : INFO : Epoch 1914 | loss: 0.0311626 | val_loss: 0.031175 | Time: 1708.38 ms
[2021-01-04 14:53:46 main:574] : INFO : Epoch 1915 | loss: 0.0311658 | val_loss: 0.031187 | Time: 1619.57 ms
[2021-01-04 14:53:47 main:574] : INFO : Epoch 1916 | loss: 0.0311876 | val_loss: 0.0311795 | Time: 1529.07 ms
[2021-01-04 14:53:49 main:574] : INFO : Epoch 1917 | loss: 0.0311717 | val_loss: 0.031178 | Time: 1688.18 ms
[2021-01-04 14:53:51 main:574] : INFO : Epoch 1918 | loss: 0.0311711 | val_loss: 0.0311788 | Time: 1651.33 ms
[2021-01-04 14:53:52 main:574] : INFO : Epoch 1919 | loss: 0.0311757 | val_loss: 0.0311783 | Time: 1647.81 ms
[2021-01-04 14:53:54 main:574] : INFO : Epoch 1920 | loss: 0.0311709 | val_loss: 0.0311777 | Time: 1574.26 ms
[2021-01-04 14:53:55 main:574] : INFO : Epoch 1921 | loss: 0.0311683 | val_loss: 0.0311753 | Time: 1570.5 ms
[2021-01-04 14:53:57 main:574] : INFO : Epoch 1922 | loss: 0.031169 | val_loss: 0.0311768 | Time: 1590.44 ms
[2021-01-04 14:53:59 main:574] : INFO : Epoch 1923 | loss: 0.0311665 | val_loss: 0.0311741 | Time: 1572.72 ms
[2021-01-04 14:54:00 main:574] : INFO : Epoch 1924 | loss: 0.0311661 | val_loss: 0.0311767 | Time: 1612.11 ms
[2021-01-04 14:54:02 main:574] : INFO : Epoch 1925 | loss: 0.0311655 | val_loss: 0.0311783 | Time: 1639.67 ms
[2021-01-04 14:54:03 main:574] : INFO : Epoch 1926 | loss: 0.0311692 | val_loss: 0.0311783 | Time: 1612.26 ms
[2021-01-04 14:54:05 main:574] : INFO : Epoch 1927 | loss: 0.0311737 | val_loss: 0.031176 | Time: 1729.88 ms
[2021-01-04 14:54:17 main:574] : INFO : Epoch 1928 | loss: 0.0311699 | val_loss: 0.0311864 | Time: 11781.4 ms
[2021-01-04 14:54:19 main:574] : INFO : Epoch 1929 | loss: 0.0311698 | val_loss: 0.0311774 | Time: 1511.27 ms
[2021-01-04 14:54:20 main:574] : INFO : Epoch 1930 | loss: 0.0311683 | val_loss: 0.0311774 | Time: 1566.39 ms
[2021-01-04 14:54:22 main:574] : INFO : Epoch 1931 | loss: 0.0311681 | val_loss: 0.0311766 | Time: 1610.08 ms
[2021-01-04 14:54:23 main:574] : INFO : Epoch 1932 | loss: 0.0311657 | val_loss: 0.0311741 | Time: 1569.49 ms
[2021-01-04 14:54:25 main:574] : INFO : Epoch 1933 | loss: 0.0311663 | val_loss: 0.031181 | Time: 1584.36 ms
[2021-01-04 14:54:26 main:574] : INFO : Epoch 1934 | loss: 0.031166 | val_loss: 0.0311748 | Time: 1532 ms
[2021-01-04 14:54:28 main:574] : INFO : Epoch 1935 | loss: 0.0311645 | val_loss: 0.0311744 | Time: 1636.07 ms
[2021-01-04 14:54:30 main:574] : INFO : Epoch 1936 | loss: 0.031164 | val_loss: 0.0311744 | Time: 1594.82 ms
[2021-01-04 14:54:31 main:574] : INFO : Epoch 1937 | loss: 0.0311651 | val_loss: 0.0311758 | Time: 1579.52 ms
[2021-01-04 14:54:33 main:574] : INFO : Epoch 1938 | loss: 0.0311652 | val_loss: 0.0311733 | Time: 1596.78 ms
[2021-01-04 14:54:35 main:574] : INFO : Epoch 1939 | loss: 0.0311647 | val_loss: 0.0311752 | Time: 1579.65 ms
[2021-01-04 14:54:36 main:574] : INFO : Epoch 1940 | loss: 0.0311637 | val_loss: 0.0311727 | Time: 1615.25 ms
[2021-01-04 14:54:38 main:574] : INFO : Epoch 1941 | loss: 0.0311631 | val_loss: 0.0311743 | Time: 1704.04 ms
[2021-01-04 14:54:40 main:574] : INFO : Epoch 1942 | loss: 0.0311642 | val_loss: 0.0311751 | Time: 1665.52 ms
[2021-01-04 14:54:41 main:574] : INFO : Epoch 1943 | loss: 0.0311628 | val_loss: 0.0311783 | Time: 1584.04 ms
[2021-01-04 14:54:43 main:574] : INFO : Epoch 1944 | loss: 0.0311664 | val_loss: 0.0311846 | Time: 1626.2 ms
[2021-01-04 14:54:44 main:574] : INFO : Epoch 1945 | loss: 0.0311641 | val_loss: 0.0311734 | Time: 1635.63 ms
[2021-01-04 14:54:46 main:574] : INFO : Epoch 1946 | loss: 0.0311618 | val_loss: 0.0311743 | Time: 1571.4 ms
[2021-01-04 14:54:48 main:574] : INFO : Epoch 1947 | loss: 0.0311612 | val_loss: 0.0311736 | Time: 1628.82 ms
[2021-01-04 14:54:49 main:574] : INFO : Epoch 1948 | loss: 0.031162 | val_loss: 0.0311727 | Time: 1661.1 ms
[2021-01-04 14:54:51 main:574] : INFO : Epoch 1949 | loss: 0.0311625 | val_loss: 0.0311739 | Time: 1658.34 ms
[2021-01-04 14:54:53 main:574] : INFO : Epoch 1950 | loss: 0.0311616 | val_loss: 0.0311728 | Time: 1622.49 ms
[2021-01-04 14:54:54 main:574] : INFO : Epoch 1951 | loss: 0.0311614 | val_loss: 0.0311751 | Time: 1580.28 ms
[2021-01-04 14:54:56 main:574] : INFO : Epoch 1952 | loss: 0.0311639 | val_loss: 0.031175 | Time: 1601.07 ms
[2021-01-04 14:54:58 main:574] : INFO : Epoch 1953 | loss: 0.0311616 | val_loss: 0.031175 | Time: 1675.79 ms
[2021-01-04 14:54:59 main:574] : INFO : Epoch 1954 | loss: 0.0311617 | val_loss: 0.0311753 | Time: 1588.93 ms
[2021-01-04 14:55:01 main:574] : INFO : Epoch 1955 | loss: 0.0311627 | val_loss: 0.031176 | Time: 1620.11 ms
[2021-01-04 14:55:02 main:574] : INFO : Epoch 1956 | loss: 0.0311646 | val_loss: 0.0311773 | Time: 1599.17 ms
[2021-01-04 14:55:04 main:574] : INFO : Epoch 1957 | loss: 0.031165 | val_loss: 0.0311743 | Time: 1681.19 ms
[2021-01-04 14:55:06 main:574] : INFO : Epoch 1958 | loss: 0.0311634 | val_loss: 0.0311752 | Time: 1809.39 ms
[2021-01-04 14:55:08 main:574] : INFO : Epoch 1959 | loss: 0.0311617 | val_loss: 0.0311744 | Time: 1789.37 ms
[2021-01-04 14:55:09 main:574] : INFO : Epoch 1960 | loss: 0.0311622 | val_loss: 0.0311723 | Time: 1705.19 ms
[2021-01-04 14:55:11 main:574] : INFO : Epoch 1961 | loss: 0.0311616 | val_loss: 0.0311737 | Time: 1811.3 ms
[2021-01-04 14:55:13 main:574] : INFO : Epoch 1962 | loss: 0.0311614 | val_loss: 0.0311771 | Time: 1755.92 ms
[2021-01-04 14:55:15 main:574] : INFO : Epoch 1963 | loss: 0.0311613 | val_loss: 0.0311758 | Time: 1783.64 ms
[2021-01-04 14:55:17 main:574] : INFO : Epoch 1964 | loss: 0.0311611 | val_loss: 0.0311749 | Time: 1861.88 ms
[2021-01-04 14:55:18 main:574] : INFO : Epoch 1965 | loss: 0.0311634 | val_loss: 0.0311747 | Time: 1815.67 ms
[2021-01-04 14:55:20 main:574] : INFO : Epoch 1966 | loss: 0.0311649 | val_loss: 0.0311752 | Time: 1762.05 ms
[2021-01-04 14:55:22 main:574] : INFO : Epoch 1967 | loss: 0.0311624 | val_loss: 0.031175 | Time: 1848.2 ms
[2021-01-04 14:55:24 main:574] : INFO : Epoch 1968 | loss: 0.0311632 | val_loss: 0.0311803 | Time: 1914.84 ms
[2021-01-04 14:55:26 main:574] : INFO : Epoch 1969 | loss: 0.0311618 | val_loss: 0.0311736 | Time: 1732.77 ms
[2021-01-04 14:55:28 main:574] : INFO : Epoch 1970 | loss: 0.0311618 | val_loss: 0.0311752 | Time: 1731.51 ms
[2021-01-04 14:55:29 main:574] : INFO : Epoch 1971 | loss: 0.0311647 | val_loss: 0.0311789 | Time: 1867.68 ms
[2021-01-04 14:55:31 main:574] : INFO : Epoch 1972 | loss: 0.0311673 | val_loss: 0.0311808 | Time: 1786.35 ms
[2021-01-04 14:55:33 main:574] : INFO : Epoch 1973 | loss: 0.031166 | val_loss: 0.0311759 | Time: 1810.85 ms
[2021-01-04 14:55:35 main:574] : INFO : Epoch 1974 | loss: 0.0311642 | val_loss: 0.0311733 | Time: 1797.76 ms
[2021-01-04 14:55:37 main:574] : INFO : Epoch 1975 | loss: 0.0311638 | val_loss: 0.0311761 | Time: 1871.96 ms
[2021-01-04 14:55:38 main:574] : INFO : Epoch 1976 | loss: 0.0311705 | val_loss: 0.0311762 | Time: 1767.48 ms
[2021-01-04 14:55:40 main:574] : INFO : Epoch 1977 | loss: 0.0311708 | val_loss: 0.03118 | Time: 1765.52 ms
[2021-01-04 14:55:42 main:574] : INFO : Epoch 1978 | loss: 0.0311689 | val_loss: 0.0311766 | Time: 1655.36 ms
[2021-01-04 14:55:44 main:574] : INFO : Epoch 1979 | loss: 0.0311673 | val_loss: 0.0311781 | Time: 1649.14 ms
[2021-01-04 14:55:45 main:574] : INFO : Epoch 1980 | loss: 0.0311694 | val_loss: 0.0311786 | Time: 1730.56 ms
[2021-01-04 14:55:47 main:574] : INFO : Epoch 1981 | loss: 0.0311685 | val_loss: 0.0311812 | Time: 1803.07 ms
[2021-01-04 14:55:49 main:574] : INFO : Epoch 1982 | loss: 0.0311659 | val_loss: 0.0311755 | Time: 1973.76 ms
[2021-01-04 14:55:51 main:574] : INFO : Epoch 1983 | loss: 0.0311649 | val_loss: 0.0311742 | Time: 1658.87 ms
[2021-01-04 14:55:52 main:574] : INFO : Epoch 1984 | loss: 0.0311693 | val_loss: 0.0311826 | Time: 1656.42 ms
[2021-01-04 14:55:54 main:574] : INFO : Epoch 1985 | loss: 0.0311661 | val_loss: 0.0311771 | Time: 1597.94 ms
[2021-01-04 14:55:56 main:574] : INFO : Epoch 1986 | loss: 0.0311657 | val_loss: 0.0311781 | Time: 1670.57 ms
[2021-01-04 14:55:57 main:574] : INFO : Epoch 1987 | loss: 0.0311658 | val_loss: 0.0311766 | Time: 1552.89 ms
[2021-01-04 14:55:59 main:574] : INFO : Epoch 1988 | loss: 0.0311663 | val_loss: 0.0311765 | Time: 1655.39 ms
[2021-01-04 14:56:01 main:574] : INFO : Epoch 1989 | loss: 0.0311683 | val_loss: 0.0311779 | Time: 1645.65 ms
[2021-01-04 14:56:02 main:574] : INFO : Epoch 1990 | loss: 0.0311674 | val_loss: 0.0311777 | Time: 1607.46 ms
[2021-01-04 14:56:04 main:574] : INFO : Epoch 1991 | loss: 0.0311656 | val_loss: 0.0311771 | Time: 1662.08 ms
[2021-01-04 14:56:06 main:574] : INFO : Epoch 1992 | loss: 0.0311644 | val_loss: 0.0311753 | Time: 1538.89 ms
[2021-01-04 14:56:07 main:574] : INFO : Epoch 1993 | loss: 0.0311643 | val_loss: 0.0311767 | Time: 1664.83 ms
[2021-01-04 14:56:09 main:574] : INFO : Epoch 1994 | loss: 0.0311636 | val_loss: 0.0311758 | Time: 1560.2 ms
[2021-01-04 14:56:10 main:574] : INFO : Epoch 1995 | loss: 0.0311636 | val_loss: 0.0311765 | Time: 1547.75 ms
[2021-01-04 14:56:12 main:574] : INFO : Epoch 1996 | loss: 0.0311639 | val_loss: 0.0311766 | Time: 1597.31 ms
[2021-01-04 14:56:14 main:574] : INFO : Epoch 1997 | loss: 0.0311633 | val_loss: 0.031177 | Time: 1639.29 ms
[2021-01-04 14:56:15 main:574] : INFO : Epoch 1998 | loss: 0.031164 | val_loss: 0.0311755 | Time: 1585.26 ms
[2021-01-04 14:56:17 main:574] : INFO : Epoch 1999 | loss: 0.0311643 | val_loss: 0.031177 | Time: 1531.33 ms
[2021-01-04 14:56:18 main:574] : INFO : Epoch 2000 | loss: 0.0311646 | val_loss: 0.031176 | Time: 1609.87 ms
[2021-01-04 14:56:20 main:574] : INFO : Epoch 2001 | loss: 0.0311644 | val_loss: 0.0311761 | Time: 1552.1 ms
[2021-01-04 14:56:22 main:574] : INFO : Epoch 2002 | loss: 0.0311635 | val_loss: 0.0311785 | Time: 1678.63 ms
[2021-01-04 14:56:23 main:574] : INFO : Epoch 2003 | loss: 0.0311649 | val_loss: 0.0311776 | Time: 1712.48 ms
[2021-01-04 14:56:25 main:574] : INFO : Epoch 2004 | loss: 0.0311705 | val_loss: 0.031183 | Time: 1583.12 ms
[2021-01-04 14:56:27 main:574] : INFO : Epoch 2005 | loss: 0.0311765 | val_loss: 0.0311819 | Time: 1690.25 ms
[2021-01-04 14:56:28 main:574] : INFO : Epoch 2006 | loss: 0.0311711 | val_loss: 0.031179 | Time: 1854.62 ms
[2021-01-04 14:56:30 main:574] : INFO : Epoch 2007 | loss: 0.0311679 | val_loss: 0.03118 | Time: 1817.04 ms
[2021-01-04 14:56:32 main:574] : INFO : Epoch 2008 | loss: 0.0311669 | val_loss: 0.0311776 | Time: 1810.39 ms
[2021-01-04 14:56:34 main:574] : INFO : Epoch 2009 | loss: 0.031166 | val_loss: 0.0311784 | Time: 1946.29 ms
[2021-01-04 14:56:36 main:574] : INFO : Epoch 2010 | loss: 0.0311653 | val_loss: 0.0311775 | Time: 1871.43 ms
[2021-01-04 14:56:38 main:574] : INFO : Epoch 2011 | loss: 0.0311654 | val_loss: 0.0311773 | Time: 1760 ms
[2021-01-04 14:56:40 main:574] : INFO : Epoch 2012 | loss: 0.0311661 | val_loss: 0.0311768 | Time: 1820.81 ms
[2021-01-04 14:56:41 main:574] : INFO : Epoch 2013 | loss: 0.0311654 | val_loss: 0.0311764 | Time: 1738.48 ms
[2021-01-04 14:56:43 main:574] : INFO : Epoch 2014 | loss: 0.0311653 | val_loss: 0.0311768 | Time: 1872.46 ms
[2021-01-04 14:56:45 main:574] : INFO : Epoch 2015 | loss: 0.0311648 | val_loss: 0.0311797 | Time: 1803.09 ms
[2021-01-04 14:56:47 main:574] : INFO : Epoch 2016 | loss: 0.0311713 | val_loss: 0.0311797 | Time: 1788.98 ms
[2021-01-04 14:56:49 main:574] : INFO : Epoch 2017 | loss: 0.0311713 | val_loss: 0.0311804 | Time: 1812.8 ms
[2021-01-04 14:56:50 main:574] : INFO : Epoch 2018 | loss: 0.0311709 | val_loss: 0.0311778 | Time: 1800.5 ms
[2021-01-04 14:56:52 main:574] : INFO : Epoch 2019 | loss: 0.0311688 | val_loss: 0.0311768 | Time: 1793.68 ms
[2021-01-04 14:56:54 main:574] : INFO : Epoch 2020 | loss: 0.0311679 | val_loss: 0.0311748 | Time: 1767.77 ms
[2021-01-04 14:56:56 main:574] : INFO : Epoch 2021 | loss: 0.0311683 | val_loss: 0.0311831 | Time: 1803.61 ms
[2021-01-04 14:56:58 main:574] : INFO : Epoch 2022 | loss: 0.0311701 | val_loss: 0.0311773 | Time: 1786.45 ms
[2021-01-04 14:57:00 main:574] : INFO : Epoch 2023 | loss: 0.031168 | val_loss: 0.0311795 | Time: 1776.41 ms
[2021-01-04 14:57:01 main:574] : INFO : Epoch 2024 | loss: 0.0311668 | val_loss: 0.0311764 | Time: 1774.58 ms
[2021-01-04 14:57:03 main:574] : INFO : Epoch 2025 | loss: 0.0311656 | val_loss: 0.0311759 | Time: 1774.78 ms
[2021-01-04 14:57:05 main:574] : INFO : Epoch 2026 | loss: 0.0311663 | val_loss: 0.0311763 | Time: 1793.74 ms
[2021-01-04 14:57:07 main:574] : INFO : Epoch 2027 | loss: 0.0311652 | val_loss: 0.031179 | Time: 1764.93 ms
[2021-01-04 14:57:08 main:574] : INFO : Epoch 2028 | loss: 0.0311645 | val_loss: 0.0311773 | Time: 1609.12 ms
[2021-01-04 14:57:10 main:574] : INFO : Epoch 2029 | loss: 0.0311639 | val_loss: 0.0311785 | Time: 1694.37 ms
[2021-01-04 14:57:12 main:574] : INFO : Epoch 2030 | loss: 0.0311655 | val_loss: 0.0311795 | Time: 1569.02 ms
[2021-01-04 14:57:13 main:574] : INFO : Epoch 2031 | loss: 0.031165 | val_loss: 0.031178 | Time: 1675.21 ms
[2021-01-04 14:57:15 main:574] : INFO : Epoch 2032 | loss: 0.0311652 | val_loss: 0.031178 | Time: 1566.14 ms
[2021-01-04 14:57:16 main:574] : INFO : Epoch 2033 | loss: 0.0311665 | val_loss: 0.0311812 | Time: 1555.51 ms
[2021-01-04 14:57:18 main:574] : INFO : Epoch 2034 | loss: 0.0311732 | val_loss: 0.0311824 | Time: 1582.45 ms
[2021-01-04 14:57:20 main:574] : INFO : Epoch 2035 | loss: 0.0311771 | val_loss: 0.0311779 | Time: 1548.31 ms
[2021-01-04 14:57:21 main:574] : INFO : Epoch 2036 | loss: 0.0311736 | val_loss: 0.0311785 | Time: 1602.93 ms
[2021-01-04 14:57:23 main:574] : INFO : Epoch 2037 | loss: 0.0311733 | val_loss: 0.0311813 | Time: 1643.25 ms
[2021-01-04 14:57:24 main:574] : INFO : Epoch 2038 | loss: 0.0311733 | val_loss: 0.0311789 | Time: 1580.88 ms
[2021-01-04 14:57:26 main:574] : INFO : Epoch 2039 | loss: 0.0311695 | val_loss: 0.0311779 | Time: 1568.46 ms
[2021-01-04 14:57:28 main:574] : INFO : Epoch 2040 | loss: 0.0311693 | val_loss: 0.0311779 | Time: 1608.91 ms
[2021-01-04 14:57:29 main:574] : INFO : Epoch 2041 | loss: 0.0311708 | val_loss: 0.0311776 | Time: 1587.24 ms
[2021-01-04 14:57:31 main:574] : INFO : Epoch 2042 | loss: 0.0311688 | val_loss: 0.0311757 | Time: 1621.23 ms
[2021-01-04 14:57:32 main:574] : INFO : Epoch 2043 | loss: 0.0311679 | val_loss: 0.0311793 | Time: 1613 ms
[2021-01-04 14:57:34 main:574] : INFO : Epoch 2044 | loss: 0.0311682 | val_loss: 0.0311779 | Time: 1733.02 ms
[2021-01-04 14:57:36 main:574] : INFO : Epoch 2045 | loss: 0.0311692 | val_loss: 0.0311806 | Time: 1539.97 ms
[2021-01-04 14:57:37 main:574] : INFO : Epoch 2046 | loss: 0.0311698 | val_loss: 0.031176 | Time: 1641.02 ms
[2021-01-04 14:57:49 main:574] : INFO : Epoch 2047 | loss: 0.0311673 | val_loss: 0.0311782 | Time: 11713.6 ms
[2021-01-04 14:57:51 main:574] : INFO : Epoch 2048 | loss: 0.0311718 | val_loss: 0.0311765 | Time: 1477 ms
[2021-01-04 14:57:51 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311765
[2021-01-04 14:57:51 main:603] : INFO : Saving end state to config to file
[2021-01-04 14:57:51 main:608] : INFO : Success, exiting..
14:57:51 (71864): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)