Task 14217765
| Name | ParityModified-1647044254-5071-3-0_0 |
| Workunit | 11276928 |
| Created | 1 Apr 2022, 23:55:19 UTC |
| Sent | 6 Apr 2022, 9:02:19 UTC |
| Report deadline | 14 Apr 2022, 9:02:19 UTC |
| Received | 7 Apr 2022, 5:32:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15399 |
| Run time | 1 hours 2 min 13 sec |
| CPU time | 1 hours 0 min 34 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.58 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311594 | val_loss: 0.0311757 | Time: 1795.55 ms
[2022-04-07 00:16:27 main:574] : INFO : Epoch 1543 | loss: 0.0311611 | val_loss: 0.0311792 | Time: 1798.64 ms
[2022-04-07 00:16:29 main:574] : INFO : Epoch 1544 | loss: 0.0311597 | val_loss: 0.0311765 | Time: 1807.62 ms
[2022-04-07 00:16:31 main:574] : INFO : Epoch 1545 | loss: 0.031158 | val_loss: 0.0311745 | Time: 1760.13 ms
[2022-04-07 00:16:32 main:574] : INFO : Epoch 1546 | loss: 0.0311594 | val_loss: 0.0311737 | Time: 1777.55 ms
[2022-04-07 00:16:34 main:574] : INFO : Epoch 1547 | loss: 0.031158 | val_loss: 0.031175 | Time: 1799.02 ms
[2022-04-07 00:16:36 main:574] : INFO : Epoch 1548 | loss: 0.0311591 | val_loss: 0.031178 | Time: 1831.8 ms
[2022-04-07 00:16:38 main:574] : INFO : Epoch 1549 | loss: 0.0311596 | val_loss: 0.0311764 | Time: 1780.86 ms
[2022-04-07 00:16:40 main:574] : INFO : Epoch 1550 | loss: 0.0311585 | val_loss: 0.0311768 | Time: 1820.13 ms
[2022-04-07 00:16:42 main:574] : INFO : Epoch 1551 | loss: 0.031158 | val_loss: 0.0311767 | Time: 1816.08 ms
[2022-04-07 00:16:43 main:574] : INFO : Epoch 1552 | loss: 0.031159 | val_loss: 0.0311828 | Time: 1759.69 ms
[2022-04-07 00:16:45 main:574] : INFO : Epoch 1553 | loss: 0.0311596 | val_loss: 0.0311768 | Time: 1880.62 ms
[2022-04-07 00:16:47 main:574] : INFO : Epoch 1554 | loss: 0.0311565 | val_loss: 0.0311791 | Time: 1806.19 ms
[2022-04-07 00:16:49 main:574] : INFO : Epoch 1555 | loss: 0.0311581 | val_loss: 0.0311766 | Time: 1771.01 ms
[2022-04-07 00:16:51 main:574] : INFO : Epoch 1556 | loss: 0.0311579 | val_loss: 0.0311775 | Time: 1797.18 ms
[2022-04-07 00:16:52 main:574] : INFO : Epoch 1557 | loss: 0.0311563 | val_loss: 0.0311797 | Time: 1774.08 ms
[2022-04-07 00:16:54 main:574] : INFO : Epoch 1558 | loss: 0.0311564 | val_loss: 0.0311792 | Time: 1792.48 ms
[2022-04-07 00:16:56 main:574] : INFO : Epoch 1559 | loss: 0.0311565 | val_loss: 0.0311767 | Time: 1766.56 ms
[2022-04-07 00:16:58 main:574] : INFO : Epoch 1560 | loss: 0.0311569 | val_loss: 0.0311814 | Time: 1791.44 ms
[2022-04-07 00:17:00 main:574] : INFO : Epoch 1561 | loss: 0.0311576 | val_loss: 0.0311784 | Time: 1801.9 ms
[2022-04-07 00:17:01 main:574] : INFO : Epoch 1562 | loss: 0.0311567 | val_loss: 0.0311774 | Time: 1793.65 ms
[2022-04-07 00:17:03 main:574] : INFO : Epoch 1563 | loss: 0.0311562 | val_loss: 0.0311802 | Time: 1772.58 ms
[2022-04-07 00:17:05 main:574] : INFO : Epoch 1564 | loss: 0.0311559 | val_loss: 0.0311773 | Time: 1794.46 ms
[2022-04-07 00:17:07 main:574] : INFO : Epoch 1565 | loss: 0.031156 | val_loss: 0.0311774 | Time: 1817.53 ms
[2022-04-07 00:17:09 main:574] : INFO : Epoch 1566 | loss: 0.0311566 | val_loss: 0.0311748 | Time: 1802.35 ms
[2022-04-07 00:17:10 main:574] : INFO : Epoch 1567 | loss: 0.0311573 | val_loss: 0.0311793 | Time: 1780.43 ms
[2022-04-07 00:17:12 main:574] : INFO : Epoch 1568 | loss: 0.0311587 | val_loss: 0.0311789 | Time: 1790.86 ms
[2022-04-07 00:17:14 main:574] : INFO : Epoch 1569 | loss: 0.0311578 | val_loss: 0.0311808 | Time: 1816.52 ms
[2022-04-07 00:17:16 main:574] : INFO : Epoch 1570 | loss: 0.0311585 | val_loss: 0.0311793 | Time: 1792.39 ms
[2022-04-07 00:17:18 main:574] : INFO : Epoch 1571 | loss: 0.0311609 | val_loss: 0.0311797 | Time: 1790.67 ms
[2022-04-07 00:17:19 main:574] : INFO : Epoch 1572 | loss: 0.0311613 | val_loss: 0.0311805 | Time: 1767.14 ms
[2022-04-07 00:17:21 main:574] : INFO : Epoch 1573 | loss: 0.0311594 | val_loss: 0.0311784 | Time: 1778.76 ms
[2022-04-07 00:17:23 main:574] : INFO : Epoch 1574 | loss: 0.0311572 | val_loss: 0.0311812 | Time: 1806.06 ms
[2022-04-07 00:17:25 main:574] : INFO : Epoch 1575 | loss: 0.0311587 | val_loss: 0.031176 | Time: 1799.27 ms
[2022-04-07 00:17:27 main:574] : INFO : Epoch 1576 | loss: 0.0311558 | val_loss: 0.0311787 | Time: 1768.49 ms
[2022-04-07 00:17:28 main:574] : INFO : Epoch 1577 | loss: 0.0311601 | val_loss: 0.0311931 | Time: 1819.88 ms
[2022-04-07 00:17:30 main:574] : INFO : Epoch 1578 | loss: 0.0311732 | val_loss: 0.0311767 | Time: 1795.16 ms
[2022-04-07 00:17:32 main:574] : INFO : Epoch 1579 | loss: 0.0311661 | val_loss: 0.0311791 | Time: 1822.19 ms
[2022-04-07 00:17:34 main:574] : INFO : Epoch 1580 | loss: 0.031162 | val_loss: 0.0311771 | Time: 1794.58 ms
[2022-04-07 00:17:36 main:574] : INFO : Epoch 1581 | loss: 0.0311596 | val_loss: 0.0311795 | Time: 1783.85 ms
[2022-04-07 00:17:37 main:574] : INFO : Epoch 1582 | loss: 0.0311598 | val_loss: 0.0311828 | Time: 1786.52 ms
[2022-04-07 00:17:39 main:574] : INFO : Epoch 1583 | loss: 0.0311597 | val_loss: 0.0311795 | Time: 1782.37 ms
[2022-04-07 00:17:41 main:574] : INFO : Epoch 1584 | loss: 0.0311584 | val_loss: 0.0311831 | Time: 1778.9 ms
[2022-04-07 00:17:43 main:574] : INFO : Epoch 1585 | loss: 0.0311575 | val_loss: 0.0311809 | Time: 1786.75 ms
[2022-04-07 00:17:45 main:574] : INFO : Epoch 1586 | loss: 0.031157 | val_loss: 0.0311795 | Time: 1775.37 ms
[2022-04-07 00:17:46 main:574] : INFO : Epoch 1587 | loss: 0.0311568 | val_loss: 0.0311816 | Time: 1797.53 ms
[2022-04-07 00:17:48 main:574] : INFO : Epoch 1588 | loss: 0.0311557 | val_loss: 0.0311796 | Time: 1777.95 ms
[2022-04-07 00:17:50 main:574] : INFO : Epoch 1589 | loss: 0.0311557 | val_loss: 0.0311811 | Time: 1815.07 ms
[2022-04-07 00:17:52 main:574] : INFO : Epoch 1590 | loss: 0.0311621 | val_loss: 0.0311842 | Time: 1770.92 ms
[2022-04-07 00:17:54 main:574] : INFO : Epoch 1591 | loss: 0.031164 | val_loss: 0.0311818 | Time: 1775.27 ms
[2022-04-07 00:17:55 main:574] : INFO : Epoch 1592 | loss: 0.0311633 | val_loss: 0.0311802 | Time: 1802.24 ms
[2022-04-07 00:17:57 main:574] : INFO : Epoch 1593 | loss: 0.0311643 | val_loss: 0.0311836 | Time: 1775.34 ms
[2022-04-07 00:17:59 main:574] : INFO : Epoch 1594 | loss: 0.0311638 | val_loss: 0.0311831 | Time: 1804.08 ms
[2022-04-07 00:18:01 main:574] : INFO : Epoch 1595 | loss: 0.0311638 | val_loss: 0.031182 | Time: 1803.25 ms
[2022-04-07 00:18:03 main:574] : INFO : Epoch 1596 | loss: 0.0311625 | val_loss: 0.031188 | Time: 1779.55 ms
[2022-04-07 00:18:04 main:574] : INFO : Epoch 1597 | loss: 0.0311674 | val_loss: 0.0311869 | Time: 1814.42 ms
[2022-04-07 00:18:06 main:574] : INFO : Epoch 1598 | loss: 0.0313944 | val_loss: 0.0314958 | Time: 1861.74 ms
[2022-04-07 00:18:08 main:574] : INFO : Epoch 1599 | loss: 0.0356061 | val_loss: 0.0320624 | Time: 1784.92 ms
[2022-04-07 00:18:10 main:574] : INFO : Epoch 1600 | loss: 0.0321274 | val_loss: 0.0314871 | Time: 1789.63 ms
[2022-04-07 00:18:12 main:574] : INFO : Epoch 1601 | loss: 0.0313705 | val_loss: 0.0312587 | Time: 1788.22 ms
[2022-04-07 00:18:13 main:574] : INFO : Epoch 1602 | loss: 0.031227 | val_loss: 0.031205 | Time: 1795.63 ms
[2022-04-07 00:18:15 main:574] : INFO : Epoch 1603 | loss: 0.0312008 | val_loss: 0.0312044 | Time: 1810.12 ms
[2022-04-07 00:18:17 main:574] : INFO : Epoch 1604 | loss: 0.0312037 | val_loss: 0.0312009 | Time: 1788.11 ms
[2022-04-07 00:18:19 main:574] : INFO : Epoch 1605 | loss: 0.0311945 | val_loss: 0.0311865 | Time: 1743.97 ms
[2022-04-07 00:18:21 main:574] : INFO : Epoch 1606 | loss: 0.0311852 | val_loss: 0.0311846 | Time: 1819.47 ms
[2022-04-07 00:18:23 main:574] : INFO : Epoch 1607 | loss: 0.0311846 | val_loss: 0.0311895 | Time: 2037.7 ms
[2022-04-07 00:18:25 main:574] : INFO : Epoch 1608 | loss: 0.0311831 | val_loss: 0.0311838 | Time: 1785.39 ms
[2022-04-07 00:18:26 main:574] : INFO : Epoch 1609 | loss: 0.0311814 | val_loss: 0.0311832 | Time: 1723.21 ms
[2022-04-07 00:18:28 main:574] : INFO : Epoch 1610 | loss: 0.0311802 | val_loss: 0.0311821 | Time: 1764.08 ms
[2022-04-07 00:18:30 main:574] : INFO : Epoch 1611 | loss: 0.0311791 | val_loss: 0.0311818 | Time: 1729.92 ms
[2022-04-07 00:18:32 main:574] : INFO : Epoch 1612 | loss: 0.0311784 | val_loss: 0.0311815 | Time: 1765.27 ms
[2022-04-07 00:18:33 main:574] : INFO : Epoch 1613 | loss: 0.0311772 | val_loss: 0.0311814 | Time: 1779.47 ms
[2022-04-07 00:18:35 main:574] : INFO : Epoch 1614 | loss: 0.031176 | val_loss: 0.0311806 | Time: 1802.7 ms
[2022-04-07 00:18:37 main:574] : INFO : Epoch 1615 | loss: 0.0311759 | val_loss: 0.0311805 | Time: 1815.78 ms
[2022-04-07 00:18:39 main:574] : INFO : Epoch 1616 | loss: 0.0311773 | val_loss: 0.0311802 | Time: 1746.53 ms
[2022-04-07 00:18:40 main:574] : INFO : Epoch 1617 | loss: 0.031175 | val_loss: 0.0311835 | Time: 1728.63 ms
[2022-04-07 00:18:42 main:574] : INFO : Epoch 1618 | loss: 0.0311775 | val_loss: 0.0311829 | Time: 1780.04 ms
[2022-04-07 00:18:44 main:574] : INFO : Epoch 1619 | loss: 0.0311753 | val_loss: 0.0311807 | Time: 1803.58 ms
[2022-04-07 00:18:46 main:574] : INFO : Epoch 1620 | loss: 0.0311742 | val_loss: 0.0311808 | Time: 1774.11 ms
[2022-04-07 00:18:48 main:574] : INFO : Epoch 1621 | loss: 0.0311742 | val_loss: 0.0311811 | Time: 1805.62 ms
[2022-04-07 00:18:49 main:574] : INFO : Epoch 1622 | loss: 0.0311726 | val_loss: 0.0311803 | Time: 1769.28 ms
[2022-04-07 00:18:51 main:574] : INFO : Epoch 1623 | loss: 0.0311724 | val_loss: 0.0311846 | Time: 1798.35 ms
[2022-04-07 00:18:53 main:574] : INFO : Epoch 1624 | loss: 0.0311745 | val_loss: 0.0311868 | Time: 1790.98 ms
[2022-04-07 00:18:55 main:574] : INFO : Epoch 1625 | loss: 0.0311744 | val_loss: 0.0311835 | Time: 1803.43 ms
[2022-04-07 00:18:57 main:574] : INFO : Epoch 1626 | loss: 0.0311729 | val_loss: 0.0311808 | Time: 1852.3 ms
[2022-04-07 00:18:58 main:574] : INFO : Epoch 1627 | loss: 0.0311725 | val_loss: 0.0311811 | Time: 1803.91 ms
[2022-04-07 00:19:00 main:574] : INFO : Epoch 1628 | loss: 0.0311712 | val_loss: 0.031182 | Time: 1800.75 ms
[2022-04-07 00:19:02 main:574] : INFO : Epoch 1629 | loss: 0.0311712 | val_loss: 0.0311804 | Time: 1787.12 ms
[2022-04-07 00:19:04 main:574] : INFO : Epoch 1630 | loss: 0.0311712 | val_loss: 0.0311808 | Time: 1767.06 ms
[2022-04-07 00:19:06 main:574] : INFO : Epoch 1631 | loss: 0.0311708 | val_loss: 0.0311802 | Time: 1781.07 ms
[2022-04-07 00:19:08 main:574] : INFO : Epoch 1632 | loss: 0.0311705 | val_loss: 0.0311798 | Time: 1830 ms
[2022-04-07 00:19:09 main:574] : INFO : Epoch 1633 | loss: 0.0311706 | val_loss: 0.0311803 | Time: 1779.22 ms
[2022-04-07 00:19:11 main:574] : INFO : Epoch 1634 | loss: 0.0311707 | val_loss: 0.03118 | Time: 1772.92 ms
[2022-04-07 00:19:13 main:574] : INFO : Epoch 1635 | loss: 0.0311695 | val_loss: 0.03118 | Time: 1751.12 ms
[2022-04-07 00:19:15 main:574] : INFO : Epoch 1636 | loss: 0.0311696 | val_loss: 0.031182 | Time: 1807.77 ms
[2022-04-07 00:19:16 main:574] : INFO : Epoch 1637 | loss: 0.0311703 | val_loss: 0.0311826 | Time: 1791.39 ms
[2022-04-07 00:19:18 main:574] : INFO : Epoch 1638 | loss: 0.0311694 | val_loss: 0.0311807 | Time: 1755.65 ms
[2022-04-07 00:19:20 main:574] : INFO : Epoch 1639 | loss: 0.0311703 | val_loss: 0.0311794 | Time: 1809.68 ms
[2022-04-07 00:19:22 main:574] : INFO : Epoch 1640 | loss: 0.0311684 | val_loss: 0.0311797 | Time: 1756.81 ms
[2022-04-07 00:19:24 main:574] : INFO : Epoch 1641 | loss: 0.0311684 | val_loss: 0.0311786 | Time: 1793.21 ms
[2022-04-07 00:19:25 main:574] : INFO : Epoch 1642 | loss: 0.0311678 | val_loss: 0.031182 | Time: 1780.65 ms
[2022-04-07 00:19:27 main:574] : INFO : Epoch 1643 | loss: 0.0311694 | val_loss: 0.0311803 | Time: 1743.43 ms
[2022-04-07 00:19:29 main:574] : INFO : Epoch 1644 | loss: 0.031169 | val_loss: 0.0311824 | Time: 1771.54 ms
[2022-04-07 00:19:31 main:574] : INFO : Epoch 1645 | loss: 0.0311685 | val_loss: 0.0311794 | Time: 1769.64 ms
[2022-04-07 00:19:32 main:574] : INFO : Epoch 1646 | loss: 0.0311693 | val_loss: 0.0311806 | Time: 1776.68 ms
[2022-04-07 00:19:34 main:574] : INFO : Epoch 1647 | loss: 0.0311694 | val_loss: 0.0311816 | Time: 1778.58 ms
[2022-04-07 00:19:36 main:574] : INFO : Epoch 1648 | loss: 0.0311693 | val_loss: 0.03118 | Time: 1758.59 ms
[2022-04-07 00:19:38 main:574] : INFO : Epoch 1649 | loss: 0.0311686 | val_loss: 0.0311817 | Time: 1813.82 ms
[2022-04-07 00:19:40 main:574] : INFO : Epoch 1650 | loss: 0.0311699 | val_loss: 0.031183 | Time: 1758.16 ms
[2022-04-07 00:19:41 main:574] : INFO : Epoch 1651 | loss: 0.0311687 | val_loss: 0.03118 | Time: 1743.33 ms
[2022-04-07 00:19:43 main:574] : INFO : Epoch 1652 | loss: 0.0311683 | val_loss: 0.0311808 | Time: 1787.71 ms
[2022-04-07 00:19:45 main:574] : INFO : Epoch 1653 | loss: 0.0311687 | val_loss: 0.0311815 | Time: 1753.04 ms
[2022-04-07 00:19:47 main:574] : INFO : Epoch 1654 | loss: 0.0311701 | val_loss: 0.0311795 | Time: 1756.49 ms
[2022-04-07 00:19:48 main:574] : INFO : Epoch 1655 | loss: 0.0311681 | val_loss: 0.0311783 | Time: 1761.98 ms
[2022-04-07 00:19:50 main:574] : INFO : Epoch 1656 | loss: 0.0311676 | val_loss: 0.0311795 | Time: 1761.09 ms
[2022-04-07 00:19:52 main:574] : INFO : Epoch 1657 | loss: 0.0311683 | val_loss: 0.0311833 | Time: 1745.34 ms
[2022-04-07 00:19:54 main:574] : INFO : Epoch 1658 | loss: 0.0311685 | val_loss: 0.0311808 | Time: 1792.81 ms
[2022-04-07 00:19:56 main:574] : INFO : Epoch 1659 | loss: 0.0311677 | val_loss: 0.031183 | Time: 1759.15 ms
[2022-04-07 00:19:57 main:574] : INFO : Epoch 1660 | loss: 0.0311707 | val_loss: 0.0311837 | Time: 1806.59 ms
[2022-04-07 00:19:59 main:574] : INFO : Epoch 1661 | loss: 0.0311692 | val_loss: 0.0311802 | Time: 1814.42 ms
[2022-04-07 00:20:01 main:574] : INFO : Epoch 1662 | loss: 0.0311674 | val_loss: 0.0311792 | Time: 1822.34 ms
[2022-04-07 00:20:03 main:574] : INFO : Epoch 1663 | loss: 0.0311675 | val_loss: 0.0311804 | Time: 1804.81 ms
[2022-04-07 00:20:05 main:574] : INFO : Epoch 1664 | loss: 0.0311674 | val_loss: 0.0311805 | Time: 1969.56 ms
[2022-04-07 00:20:07 main:574] : INFO : Epoch 1665 | loss: 0.0311667 | val_loss: 0.0311826 | Time: 2366.56 ms
[2022-04-07 00:20:09 main:574] : INFO : Epoch 1666 | loss: 0.0311665 | val_loss: 0.0311805 | Time: 1775.57 ms
[2022-04-07 00:20:11 main:574] : INFO : Epoch 1667 | loss: 0.0311657 | val_loss: 0.0311799 | Time: 1754.38 ms
[2022-04-07 00:20:13 main:574] : INFO : Epoch 1668 | loss: 0.031167 | val_loss: 0.0311797 | Time: 1767.52 ms
[2022-04-07 00:20:14 main:574] : INFO : Epoch 1669 | loss: 0.0311657 | val_loss: 0.0311816 | Time: 1798.81 ms
[2022-04-07 00:20:16 main:574] : INFO : Epoch 1670 | loss: 0.0311664 | val_loss: 0.0311795 | Time: 1796.62 ms
[2022-04-07 00:20:18 main:574] : INFO : Epoch 1671 | loss: 0.0311664 | val_loss: 0.0311803 | Time: 1764.31 ms
[2022-04-07 00:20:20 main:574] : INFO : Epoch 1672 | loss: 0.0311684 | val_loss: 0.0311813 | Time: 1818.87 ms
[2022-04-07 00:20:22 main:574] : INFO : Epoch 1673 | loss: 0.0311694 | val_loss: 0.0311798 | Time: 1801.04 ms
[2022-04-07 00:20:23 main:574] : INFO : Epoch 1674 | loss: 0.0311678 | val_loss: 0.0311822 | Time: 1779.14 ms
[2022-04-07 00:20:25 main:574] : INFO : Epoch 1675 | loss: 0.0311669 | val_loss: 0.0311811 | Time: 1750.17 ms
[2022-04-07 00:20:27 main:574] : INFO : Epoch 1676 | loss: 0.0311671 | val_loss: 0.0311799 | Time: 1762.08 ms
[2022-04-07 00:20:29 main:574] : INFO : Epoch 1677 | loss: 0.0311671 | val_loss: 0.0311804 | Time: 1844.27 ms
[2022-04-07 00:20:31 main:574] : INFO : Epoch 1678 | loss: 0.0311682 | val_loss: 0.0311813 | Time: 1800.29 ms
[2022-04-07 00:20:32 main:574] : INFO : Epoch 1679 | loss: 0.0311696 | val_loss: 0.0311859 | Time: 1844.78 ms
[2022-04-07 00:20:37 main:574] : INFO : Epoch 1680 | loss: 0.0311689 | val_loss: 0.0311784 | Time: 4154.08 ms
[2022-04-07 00:20:39 main:574] : INFO : Epoch 1681 | loss: 0.0311683 | val_loss: 0.0311806 | Time: 2471.2 ms
[2022-04-07 00:20:41 main:574] : INFO : Epoch 1682 | loss: 0.0311721 | val_loss: 0.0311815 | Time: 1907.18 ms
[2022-04-07 00:20:43 main:574] : INFO : Epoch 1683 | loss: 0.0311724 | val_loss: 0.031181 | Time: 1878.46 ms
[2022-04-07 00:20:45 main:574] : INFO : Epoch 1684 | loss: 0.0311705 | val_loss: 0.031181 | Time: 2057.33 ms
[2022-04-07 00:20:47 main:574] : INFO : Epoch 1685 | loss: 0.0311694 | val_loss: 0.0311801 | Time: 1859.45 ms
[2022-04-07 00:20:49 main:574] : INFO : Epoch 1686 | loss: 0.0311703 | val_loss: 0.0311816 | Time: 2256.13 ms
[2022-04-07 00:20:51 main:574] : INFO : Epoch 1687 | loss: 0.0311704 | val_loss: 0.0311821 | Time: 1853.27 ms
[2022-04-07 00:20:53 main:574] : INFO : Epoch 1688 | loss: 0.0311693 | val_loss: 0.031183 | Time: 1808.42 ms
[2022-04-07 00:20:55 main:574] : INFO : Epoch 1689 | loss: 0.0311684 | val_loss: 0.0311786 | Time: 1856.53 ms
[2022-04-07 00:20:57 main:574] : INFO : Epoch 1690 | loss: 0.0311677 | val_loss: 0.0311791 | Time: 1814.47 ms
[2022-04-07 00:20:59 main:574] : INFO : Epoch 1691 | loss: 0.0311673 | val_loss: 0.0311779 | Time: 1843.92 ms
[2022-04-07 00:21:01 main:574] : INFO : Epoch 1692 | loss: 0.0311678 | val_loss: 0.0311811 | Time: 1844.02 ms
[2022-04-07 00:21:02 main:574] : INFO : Epoch 1693 | loss: 0.0311713 | val_loss: 0.0311795 | Time: 1839.63 ms
[2022-04-07 00:21:04 main:574] : INFO : Epoch 1694 | loss: 0.0311704 | val_loss: 0.03118 | Time: 1833.29 ms
[2022-04-07 00:21:08 main:574] : INFO : Epoch 1695 | loss: 0.0311698 | val_loss: 0.0311837 | Time: 3528.05 ms
[2022-04-07 00:21:10 main:574] : INFO : Epoch 1696 | loss: 0.0311704 | val_loss: 0.0311821 | Time: 1981.9 ms
[2022-04-07 00:21:12 main:574] : INFO : Epoch 1697 | loss: 0.0311682 | val_loss: 0.0311829 | Time: 1830.76 ms
[2022-04-07 00:21:13 main:574] : INFO : Epoch 1698 | loss: 0.0311677 | val_loss: 0.0311789 | Time: 1783.82 ms
[2022-04-07 00:21:15 main:574] : INFO : Epoch 1699 | loss: 0.0311695 | val_loss: 0.0311814 | Time: 1812.71 ms
[2022-04-07 00:21:17 main:574] : INFO : Epoch 1700 | loss: 0.0311678 | val_loss: 0.0311815 | Time: 1786.82 ms
[2022-04-07 00:21:19 main:574] : INFO : Epoch 1701 | loss: 0.0311667 | val_loss: 0.0311817 | Time: 1798.23 ms
[2022-04-07 00:21:21 main:574] : INFO : Epoch 1702 | loss: 0.0311687 | val_loss: 0.0311822 | Time: 1818.25 ms
[2022-04-07 00:21:22 main:574] : INFO : Epoch 1703 | loss: 0.0311713 | val_loss: 0.0311824 | Time: 1812.77 ms
[2022-04-07 00:21:24 main:574] : INFO : Epoch 1704 | loss: 0.031173 | val_loss: 0.0311833 | Time: 1835.76 ms
[2022-04-07 00:21:26 main:574] : INFO : Epoch 1705 | loss: 0.0311697 | val_loss: 0.0311826 | Time: 1794.42 ms
[2022-04-07 00:21:28 main:574] : INFO : Epoch 1706 | loss: 0.0311677 | val_loss: 0.0311835 | Time: 1798.77 ms
[2022-04-07 00:21:30 main:574] : INFO : Epoch 1707 | loss: 0.0311691 | val_loss: 0.0311802 | Time: 1883.35 ms
[2022-04-07 00:21:32 main:574] : INFO : Epoch 1708 | loss: 0.0311678 | val_loss: 0.0311822 | Time: 1835.76 ms
[2022-04-07 00:21:33 main:574] : INFO : Epoch 1709 | loss: 0.0311672 | val_loss: 0.0311809 | Time: 1829.33 ms
[2022-04-07 00:21:36 main:574] : INFO : Epoch 1710 | loss: 0.0311669 | val_loss: 0.0311829 | Time: 2287 ms
[2022-04-07 00:21:38 main:574] : INFO : Epoch 1711 | loss: 0.031167 | val_loss: 0.0311812 | Time: 1909.61 ms
[2022-04-07 00:21:40 main:574] : INFO : Epoch 1712 | loss: 0.0311678 | val_loss: 0.0311808 | Time: 1881.19 ms
[2022-04-07 00:21:41 main:574] : INFO : Epoch 1713 | loss: 0.0311682 | val_loss: 0.031183 | Time: 1856.57 ms
[2022-04-07 00:21:43 main:574] : INFO : Epoch 1714 | loss: 0.0311679 | val_loss: 0.0311806 | Time: 1805.63 ms
[2022-04-07 00:21:45 main:574] : INFO : Epoch 1715 | loss: 0.0311669 | val_loss: 0.031182 | Time: 1781.51 ms
[2022-04-07 00:21:47 main:574] : INFO : Epoch 1716 | loss: 0.0311667 | val_loss: 0.0311805 | Time: 1777.7 ms
[2022-04-07 00:21:49 main:574] : INFO : Epoch 1717 | loss: 0.0311657 | val_loss: 0.0311804 | Time: 1820.46 ms
[2022-04-07 00:21:50 main:574] : INFO : Epoch 1718 | loss: 0.0311653 | val_loss: 0.0311809 | Time: 1801.95 ms
[2022-04-07 00:21:52 main:574] : INFO : Epoch 1719 | loss: 0.0311675 | val_loss: 0.0311809 | Time: 1806.97 ms
[2022-04-07 00:21:54 main:574] : INFO : Epoch 1720 | loss: 0.0311655 | val_loss: 0.0311803 | Time: 1833.8 ms
[2022-04-07 00:21:56 main:574] : INFO : Epoch 1721 | loss: 0.0311675 | val_loss: 0.0311844 | Time: 2033.1 ms
[2022-04-07 00:21:58 main:574] : INFO : Epoch 1722 | loss: 0.0311675 | val_loss: 0.0311815 | Time: 1898.66 ms
[2022-04-07 00:22:00 main:574] : INFO : Epoch 1723 | loss: 0.0311661 | val_loss: 0.0311809 | Time: 1781.83 ms
[2022-04-07 00:22:02 main:574] : INFO : Epoch 1724 | loss: 0.0311645 | val_loss: 0.031181 | Time: 1786.1 ms
[2022-04-07 00:22:03 main:574] : INFO : Epoch 1725 | loss: 0.0311646 | val_loss: 0.0311811 | Time: 1788.62 ms
[2022-04-07 00:22:05 main:574] : INFO : Epoch 1726 | loss: 0.0311672 | val_loss: 0.0311813 | Time: 1808.93 ms
[2022-04-07 00:22:07 main:574] : INFO : Epoch 1727 | loss: 0.0311686 | val_loss: 0.0311806 | Time: 1795.71 ms
[2022-04-07 00:22:09 main:574] : INFO : Epoch 1728 | loss: 0.0311659 | val_loss: 0.0311818 | Time: 1822.65 ms
[2022-04-07 00:22:11 main:574] : INFO : Epoch 1729 | loss: 0.0311755 | val_loss: 0.031182 | Time: 1764.4 ms
[2022-04-07 00:22:12 main:574] : INFO : Epoch 1730 | loss: 0.0311733 | val_loss: 0.0311829 | Time: 1750.38 ms
[2022-04-07 00:22:14 main:574] : INFO : Epoch 1731 | loss: 0.0311712 | val_loss: 0.0311799 | Time: 1795.45 ms
[2022-04-07 00:22:16 main:574] : INFO : Epoch 1732 | loss: 0.0311698 | val_loss: 0.0311798 | Time: 1801.16 ms
[2022-04-07 00:22:18 main:574] : INFO : Epoch 1733 | loss: 0.0311673 | val_loss: 0.0311858 | Time: 1794.9 ms
[2022-04-07 00:22:20 main:574] : INFO : Epoch 1734 | loss: 0.0311684 | val_loss: 0.0311797 | Time: 1787.91 ms
[2022-04-07 00:22:22 main:574] : INFO : Epoch 1735 | loss: 0.031169 | val_loss: 0.0311804 | Time: 1830.44 ms
[2022-04-07 00:22:23 main:574] : INFO : Epoch 1736 | loss: 0.0311673 | val_loss: 0.0311803 | Time: 1812.71 ms
[2022-04-07 00:22:25 main:574] : INFO : Epoch 1737 | loss: 0.0311657 | val_loss: 0.0311808 | Time: 1781.03 ms
[2022-04-07 00:22:27 main:574] : INFO : Epoch 1738 | loss: 0.0311681 | val_loss: 0.0311806 | Time: 1768.99 ms
[2022-04-07 00:22:29 main:574] : INFO : Epoch 1739 | loss: 0.0311686 | val_loss: 0.031181 | Time: 1759.97 ms
[2022-04-07 00:22:30 main:574] : INFO : Epoch 1740 | loss: 0.031166 | val_loss: 0.0311802 | Time: 1800.38 ms
[2022-04-07 00:22:32 main:574] : INFO : Epoch 1741 | loss: 0.031166 | val_loss: 0.0311807 | Time: 1795.22 ms
[2022-04-07 00:22:34 main:574] : INFO : Epoch 1742 | loss: 0.0311653 | val_loss: 0.0311808 | Time: 1821.9 ms
[2022-04-07 00:22:36 main:574] : INFO : Epoch 1743 | loss: 0.0311651 | val_loss: 0.0311805 | Time: 1795.89 ms
[2022-04-07 00:22:38 main:574] : INFO : Epoch 1744 | loss: 0.0311652 | val_loss: 0.0311798 | Time: 1751.09 ms
[2022-04-07 00:22:39 main:574] : INFO : Epoch 1745 | loss: 0.031165 | val_loss: 0.0311851 | Time: 1748.68 ms
[2022-04-07 00:22:41 main:574] : INFO : Epoch 1746 | loss: 0.0311679 | val_loss: 0.0311797 | Time: 1776.81 ms
[2022-04-07 00:22:43 main:574] : INFO : Epoch 1747 | loss: 0.0311651 | val_loss: 0.0311843 | Time: 1786.64 ms
[2022-04-07 00:22:45 main:574] : INFO : Epoch 1748 | loss: 0.0311676 | val_loss: 0.0311835 | Time: 1799.13 ms
[2022-04-07 00:22:47 main:574] : INFO : Epoch 1749 | loss: 0.0311645 | val_loss: 0.0311825 | Time: 1781.34 ms
[2022-04-07 00:22:48 main:574] : INFO : Epoch 1750 | loss: 0.0311655 | val_loss: 0.0311828 | Time: 1776.45 ms
[2022-04-07 00:22:50 main:574] : INFO : Epoch 1751 | loss: 0.0311681 | val_loss: 0.0311815 | Time: 2022.19 ms
[2022-04-07 00:22:53 main:574] : INFO : Epoch 1752 | loss: 0.0311655 | val_loss: 0.0311815 | Time: 2780.65 ms
[2022-04-07 00:22:55 main:574] : INFO : Epoch 1753 | loss: 0.031165 | val_loss: 0.0311825 | Time: 2247.05 ms
[2022-04-07 00:22:57 main:574] : INFO : Epoch 1754 | loss: 0.0311654 | val_loss: 0.0311803 | Time: 1817.6 ms
[2022-04-07 00:22:59 main:574] : INFO : Epoch 1755 | loss: 0.0311672 | val_loss: 0.0311838 | Time: 1910.23 ms
[2022-04-07 00:23:01 main:574] : INFO : Epoch 1756 | loss: 0.0311675 | val_loss: 0.0311846 | Time: 1829.66 ms
[2022-04-07 00:23:03 main:574] : INFO : Epoch 1757 | loss: 0.031165 | val_loss: 0.0311795 | Time: 1851.63 ms
[2022-04-07 00:23:05 main:574] : INFO : Epoch 1758 | loss: 0.0311646 | val_loss: 0.031183 | Time: 1855.45 ms
[2022-04-07 00:23:07 main:574] : INFO : Epoch 1759 | loss: 0.0311668 | val_loss: 0.0311804 | Time: 1829.15 ms
[2022-04-07 00:23:08 main:574] : INFO : Epoch 1760 | loss: 0.0311646 | val_loss: 0.0311808 | Time: 1820.53 ms
[2022-04-07 00:23:10 main:574] : INFO : Epoch 1761 | loss: 0.0311643 | val_loss: 0.0311807 | Time: 1993.43 ms
[2022-04-07 00:23:12 main:574] : INFO : Epoch 1762 | loss: 0.0311635 | val_loss: 0.0311805 | Time: 1737.98 ms
[2022-04-07 00:23:14 main:574] : INFO : Epoch 1763 | loss: 0.031165 | val_loss: 0.0311825 | Time: 1795.9 ms
[2022-04-07 00:23:16 main:574] : INFO : Epoch 1764 | loss: 0.0311652 | val_loss: 0.0311816 | Time: 1763.37 ms
[2022-04-07 00:23:17 main:574] : INFO : Epoch 1765 | loss: 0.0311649 | val_loss: 0.0311808 | Time: 1716.63 ms
[2022-04-07 00:23:19 main:574] : INFO : Epoch 1766 | loss: 0.0311645 | val_loss: 0.0311819 | Time: 1756.85 ms
[2022-04-07 00:23:21 main:574] : INFO : Epoch 1767 | loss: 0.0311646 | val_loss: 0.0311843 | Time: 1765.4 ms
[2022-04-07 00:23:23 main:574] : INFO : Epoch 1768 | loss: 0.0311645 | val_loss: 0.0311808 | Time: 1730.17 ms
[2022-04-07 00:23:25 main:574] : INFO : Epoch 1769 | loss: 0.0311634 | val_loss: 0.0311828 | Time: 1733.32 ms
[2022-04-07 00:23:26 main:574] : INFO : Epoch 1770 | loss: 0.0311653 | val_loss: 0.0311796 | Time: 1756.97 ms
[2022-04-07 00:23:28 main:574] : INFO : Epoch 1771 | loss: 0.0311632 | val_loss: 0.0311801 | Time: 1776.17 ms
[2022-04-07 00:23:30 main:574] : INFO : Epoch 1772 | loss: 0.0311634 | val_loss: 0.0311821 | Time: 1728.53 ms
[2022-04-07 00:23:32 main:574] : INFO : Epoch 1773 | loss: 0.031164 | val_loss: 0.0311796 | Time: 1767.18 ms
[2022-04-07 00:23:33 main:574] : INFO : Epoch 1774 | loss: 0.0311636 | val_loss: 0.031179 | Time: 1829.53 ms
[2022-04-07 00:23:35 main:574] : INFO : Epoch 1775 | loss: 0.0311636 | val_loss: 0.03118 | Time: 1758.37 ms
[2022-04-07 00:23:37 main:574] : INFO : Epoch 1776 | loss: 0.0311648 | val_loss: 0.0311799 | Time: 1755.37 ms
[2022-04-07 00:23:39 main:574] : INFO : Epoch 1777 | loss: 0.0311634 | val_loss: 0.0311821 | Time: 1749.09 ms
[2022-04-07 00:23:40 main:574] : INFO : Epoch 1778 | loss: 0.0311629 | val_loss: 0.0311808 | Time: 1768.04 ms
[2022-04-07 00:23:42 main:574] : INFO : Epoch 1779 | loss: 0.0311635 | val_loss: 0.0311816 | Time: 1745.09 ms
[2022-04-07 00:23:44 main:574] : INFO : Epoch 1780 | loss: 0.0311641 | val_loss: 0.0311794 | Time: 1756.47 ms
[2022-04-07 00:23:46 main:574] : INFO : Epoch 1781 | loss: 0.0311648 | val_loss: 0.0311804 | Time: 1761.52 ms
[2022-04-07 00:23:48 main:574] : INFO : Epoch 1782 | loss: 0.0311651 | val_loss: 0.0311821 | Time: 1751.76 ms
[2022-04-07 00:23:49 main:574] : INFO : Epoch 1783 | loss: 0.0311635 | val_loss: 0.0311817 | Time: 1758.72 ms
[2022-04-07 00:23:51 main:574] : INFO : Epoch 1784 | loss: 0.0311624 | val_loss: 0.0311837 | Time: 1750.89 ms
[2022-04-07 00:23:53 main:574] : INFO : Epoch 1785 | loss: 0.0311628 | val_loss: 0.0311809 | Time: 1764.54 ms
[2022-04-07 00:23:55 main:574] : INFO : Epoch 1786 | loss: 0.0311616 | val_loss: 0.0311821 | Time: 1767.51 ms
[2022-04-07 00:23:56 main:574] : INFO : Epoch 1787 | loss: 0.031161 | val_loss: 0.0311807 | Time: 1759.14 ms
[2022-04-07 00:23:58 main:574] : INFO : Epoch 1788 | loss: 0.0311606 | val_loss: 0.0311836 | Time: 1784.33 ms
[2022-04-07 00:24:00 main:574] : INFO : Epoch 1789 | loss: 0.031161 | val_loss: 0.031184 | Time: 1765.67 ms
[2022-04-07 00:24:02 main:574] : INFO : Epoch 1790 | loss: 0.0311627 | val_loss: 0.0311853 | Time: 1767.21 ms
[2022-04-07 00:24:03 main:574] : INFO : Epoch 1791 | loss: 0.0311621 | val_loss: 0.0311879 | Time: 1735.19 ms
[2022-04-07 00:24:05 main:574] : INFO : Epoch 1792 | loss: 0.0311627 | val_loss: 0.031185 | Time: 1743.55 ms
[2022-04-07 00:24:07 main:574] : INFO : Epoch 1793 | loss: 0.0311621 | val_loss: 0.031188 | Time: 1780.9 ms
[2022-04-07 00:24:09 main:574] : INFO : Epoch 1794 | loss: 0.0311634 | val_loss: 0.0311837 | Time: 1728.1 ms
[2022-04-07 00:24:10 main:574] : INFO : Epoch 1795 | loss: 0.0311626 | val_loss: 0.0311809 | Time: 1746.34 ms
[2022-04-07 00:24:12 main:574] : INFO : Epoch 1796 | loss: 0.0311626 | val_loss: 0.0311836 | Time: 1771.28 ms
[2022-04-07 00:24:14 main:574] : INFO : Epoch 1797 | loss: 0.0311623 | val_loss: 0.0311839 | Time: 1789.38 ms
[2022-04-07 00:24:16 main:574] : INFO : Epoch 1798 | loss: 0.031162 | val_loss: 0.0311876 | Time: 1764.89 ms
[2022-04-07 00:24:18 main:574] : INFO : Epoch 1799 | loss: 0.0311632 | val_loss: 0.0311829 | Time: 1761.61 ms
[2022-04-07 00:24:19 main:574] : INFO : Epoch 1800 | loss: 0.031162 | val_loss: 0.0311803 | Time: 1809.57 ms
[2022-04-07 00:24:21 main:574] : INFO : Epoch 1801 | loss: 0.0311628 | val_loss: 0.0311828 | Time: 1765.06 ms
[2022-04-07 00:24:23 main:574] : INFO : Epoch 1802 | loss: 0.0311633 | val_loss: 0.0311834 | Time: 1792.71 ms
[2022-04-07 00:24:25 main:574] : INFO : Epoch 1803 | loss: 0.0311629 | val_loss: 0.0311838 | Time: 1760.73 ms
[2022-04-07 00:24:27 main:574] : INFO : Epoch 1804 | loss: 0.0311634 | val_loss: 0.0311817 | Time: 1781.79 ms
[2022-04-07 00:24:28 main:574] : INFO : Epoch 1805 | loss: 0.0311653 | val_loss: 0.0311845 | Time: 1769 ms
[2022-04-07 00:24:30 main:574] : INFO : Epoch 1806 | loss: 0.0311617 | val_loss: 0.0311845 | Time: 1793.18 ms
[2022-04-07 00:24:32 main:574] : INFO : Epoch 1807 | loss: 0.0311613 | val_loss: 0.0311814 | Time: 1790.91 ms
[2022-04-07 00:24:34 main:574] : INFO : Epoch 1808 | loss: 0.0311634 | val_loss: 0.0311886 | Time: 1749.41 ms
[2022-04-07 00:24:35 main:574] : INFO : Epoch 1809 | loss: 0.0311614 | val_loss: 0.0311853 | Time: 1737.96 ms
[2022-04-07 00:24:37 main:574] : INFO : Epoch 1810 | loss: 0.0311622 | val_loss: 0.031183 | Time: 1732.06 ms
[2022-04-07 00:24:39 main:574] : INFO : Epoch 1811 | loss: 0.0311603 | val_loss: 0.0311834 | Time: 1749.64 ms
[2022-04-07 00:24:41 main:574] : INFO : Epoch 1812 | loss: 0.0311599 | val_loss: 0.0311833 | Time: 1772.92 ms
[2022-04-07 00:24:43 main:574] : INFO : Epoch 1813 | loss: 0.0311594 | val_loss: 0.0311843 | Time: 1785.76 ms
[2022-04-07 00:24:44 main:574] : INFO : Epoch 1814 | loss: 0.0311602 | val_loss: 0.0311852 | Time: 1761.87 ms
[2022-04-07 00:24:46 main:574] : INFO : Epoch 1815 | loss: 0.0311601 | val_loss: 0.0311836 | Time: 1816.14 ms
[2022-04-07 00:24:48 main:574] : INFO : Epoch 1816 | loss: 0.0311604 | val_loss: 0.031187 | Time: 1953.16 ms
[2022-04-07 00:24:50 main:574] : INFO : Epoch 1817 | loss: 0.0311599 | val_loss: 0.0311834 | Time: 1930.21 ms
[2022-04-07 00:24:52 main:574] : INFO : Epoch 1818 | loss: 0.03116 | val_loss: 0.0311855 | Time: 1960.76 ms
[2022-04-07 00:24:54 main:574] : INFO : Epoch 1819 | loss: 0.0311595 | val_loss: 0.0311856 | Time: 1961.7 ms
[2022-04-07 00:24:56 main:574] : INFO : Epoch 1820 | loss: 0.0311595 | val_loss: 0.0311912 | Time: 1967.69 ms
[2022-04-07 00:24:58 main:574] : INFO : Epoch 1821 | loss: 0.0311631 | val_loss: 0.0311854 | Time: 1964.6 ms
[2022-04-07 00:25:00 main:574] : INFO : Epoch 1822 | loss: 0.0311601 | val_loss: 0.031184 | Time: 1961.92 ms
[2022-04-07 00:25:02 main:574] : INFO : Epoch 1823 | loss: 0.0311598 | val_loss: 0.0311846 | Time: 1972.05 ms
[2022-04-07 00:25:04 main:574] : INFO : Epoch 1824 | loss: 0.0311623 | val_loss: 0.0311798 | Time: 1938.16 ms
[2022-04-07 00:25:06 main:574] : INFO : Epoch 1825 | loss: 0.0311634 | val_loss: 0.0311799 | Time: 1781.72 ms
[2022-04-07 00:25:07 main:574] : INFO : Epoch 1826 | loss: 0.0311617 | val_loss: 0.0311798 | Time: 1776.13 ms
[2022-04-07 00:25:09 main:574] : INFO : Epoch 1827 | loss: 0.0311644 | val_loss: 0.0311897 | Time: 1766.23 ms
[2022-04-07 00:25:11 main:574] : INFO : Epoch 1828 | loss: 0.031161 | val_loss: 0.0311798 | Time: 1757.92 ms
[2022-04-07 00:25:13 main:574] : INFO : Epoch 1829 | loss: 0.0311609 | val_loss: 0.0311801 | Time: 1740.57 ms
[2022-04-07 00:25:14 main:574] : INFO : Epoch 1830 | loss: 0.0311615 | val_loss: 0.0311807 | Time: 1777.28 ms
[2022-04-07 00:25:16 main:574] : INFO : Epoch 1831 | loss: 0.0311613 | val_loss: 0.0311898 | Time: 1753.52 ms
[2022-04-07 00:25:18 main:574] : INFO : Epoch 1832 | loss: 0.0311618 | val_loss: 0.03118 | Time: 1760.98 ms
[2022-04-07 00:25:20 main:574] : INFO : Epoch 1833 | loss: 0.0311617 | val_loss: 0.031182 | Time: 1909.43 ms
[2022-04-07 00:25:22 main:574] : INFO : Epoch 1834 | loss: 0.0311624 | val_loss: 0.0311864 | Time: 1952.24 ms
[2022-04-07 00:25:24 main:574] : INFO : Epoch 1835 | loss: 0.031161 | val_loss: 0.0311856 | Time: 1973.45 ms
[2022-04-07 00:25:26 main:574] : INFO : Epoch 1836 | loss: 0.0311614 | val_loss: 0.0311843 | Time: 2085.9 ms
[2022-04-07 00:25:28 main:574] : INFO : Epoch 1837 | loss: 0.0311606 | val_loss: 0.0311853 | Time: 1977.61 ms
[2022-04-07 00:25:30 main:574] : INFO : Epoch 1838 | loss: 0.0311627 | val_loss: 0.0311873 | Time: 1949.77 ms
[2022-04-07 00:25:32 main:574] : INFO : Epoch 1839 | loss: 0.0311604 | val_loss: 0.0311839 | Time: 1971.9 ms
[2022-04-07 00:25:34 main:574] : INFO : Epoch 1840 | loss: 0.0311612 | val_loss: 0.0311841 | Time: 1989.39 ms
[2022-04-07 00:25:36 main:574] : INFO : Epoch 1841 | loss: 0.0311598 | val_loss: 0.0311846 | Time: 1957.62 ms
[2022-04-07 00:25:38 main:574] : INFO : Epoch 1842 | loss: 0.0311615 | val_loss: 0.031185 | Time: 2040.51 ms
[2022-04-07 00:25:40 main:574] : INFO : Epoch 1843 | loss: 0.0311626 | val_loss: 0.0311842 | Time: 1961.97 ms
[2022-04-07 00:25:42 main:574] : INFO : Epoch 1844 | loss: 0.0311632 | val_loss: 0.0311826 | Time: 1946.14 ms
[2022-04-07 00:25:44 main:574] : INFO : Epoch 1845 | loss: 0.031163 | val_loss: 0.0311821 | Time: 1976.61 ms
[2022-04-07 00:25:46 main:574] : INFO : Epoch 1846 | loss: 0.0311655 | val_loss: 0.0311829 | Time: 1954.11 ms
[2022-04-07 00:25:48 main:574] : INFO : Epoch 1847 | loss: 0.0311689 | val_loss: 0.0311898 | Time: 1969.84 ms
[2022-04-07 00:25:50 main:574] : INFO : Epoch 1848 | loss: 0.0311669 | val_loss: 0.0311803 | Time: 1929.87 ms
[2022-04-07 00:25:52 main:574] : INFO : Epoch 1849 | loss: 0.0311623 | val_loss: 0.0311807 | Time: 1942.88 ms
[2022-04-07 00:25:54 main:574] : INFO : Epoch 1850 | loss: 0.0311634 | val_loss: 0.0311831 | Time: 1942.13 ms
[2022-04-07 00:25:56 main:574] : INFO : Epoch 1851 | loss: 0.0311603 | val_loss: 0.031184 | Time: 1957.34 ms
[2022-04-07 00:25:58 main:574] : INFO : Epoch 1852 | loss: 0.0311618 | val_loss: 0.0311849 | Time: 1931.98 ms
[2022-04-07 00:26:00 main:574] : INFO : Epoch 1853 | loss: 0.0311598 | val_loss: 0.0311836 | Time: 1891.43 ms
[2022-04-07 00:26:02 main:574] : INFO : Epoch 1854 | loss: 0.0311591 | val_loss: 0.0311815 | Time: 2010 ms
[2022-04-07 00:26:04 main:574] : INFO : Epoch 1855 | loss: 0.0311587 | val_loss: 0.0311802 | Time: 2098.72 ms
[2022-04-07 00:26:06 main:574] : INFO : Epoch 1856 | loss: 0.0311589 | val_loss: 0.0311829 | Time: 2423.41 ms
[2022-04-07 00:26:09 main:574] : INFO : Epoch 1857 | loss: 0.0311579 | val_loss: 0.0311831 | Time: 2514.31 ms
[2022-04-07 00:26:11 main:574] : INFO : Epoch 1858 | loss: 0.031158 | val_loss: 0.0311919 | Time: 2503.93 ms
[2022-04-07 00:26:14 main:574] : INFO : Epoch 1859 | loss: 0.0311627 | val_loss: 0.0311828 | Time: 2403.75 ms
[2022-04-07 00:26:16 main:574] : INFO : Epoch 1860 | loss: 0.0311584 | val_loss: 0.0311836 | Time: 2586.95 ms
[2022-04-07 00:26:19 main:574] : INFO : Epoch 1861 | loss: 0.0311596 | val_loss: 0.0311844 | Time: 2350.13 ms
[2022-04-07 00:26:21 main:574] : INFO : Epoch 1862 | loss: 0.0311622 | val_loss: 0.0311859 | Time: 2381.41 ms
[2022-04-07 00:26:23 main:574] : INFO : Epoch 1863 | loss: 0.03116 | val_loss: 0.031189 | Time: 2385.54 ms
[2022-04-07 00:26:25 main:574] : INFO : Epoch 1864 | loss: 0.0311598 | val_loss: 0.0311807 | Time: 1916.01 ms
[2022-04-07 00:26:27 main:574] : INFO : Epoch 1865 | loss: 0.031158 | val_loss: 0.0311808 | Time: 1929.15 ms
[2022-04-07 00:26:29 main:574] : INFO : Epoch 1866 | loss: 0.0311604 | val_loss: 0.0311784 | Time: 2058.94 ms
[2022-04-07 00:26:31 main:574] : INFO : Epoch 1867 | loss: 0.0311594 | val_loss: 0.0311793 | Time: 1988.65 ms
[2022-04-07 00:26:33 main:574] : INFO : Epoch 1868 | loss: 0.0311579 | val_loss: 0.0311812 | Time: 1774.78 ms
[2022-04-07 00:26:35 main:574] : INFO : Epoch 1869 | loss: 0.0311595 | val_loss: 0.0311803 | Time: 2100.44 ms
[2022-04-07 00:26:37 main:574] : INFO : Epoch 1870 | loss: 0.0311633 | val_loss: 0.0311801 | Time: 1778.03 ms
[2022-04-07 00:26:39 main:574] : INFO : Epoch 1871 | loss: 0.0311617 | val_loss: 0.0311806 | Time: 1752.69 ms
[2022-04-07 00:26:41 main:574] : INFO : Epoch 1872 | loss: 0.0311648 | val_loss: 0.031182 | Time: 1778.61 ms
[2022-04-07 00:26:42 main:574] : INFO : Epoch 1873 | loss: 0.0311602 | val_loss: 0.0311825 | Time: 1839.68 ms
[2022-04-07 00:26:44 main:574] : INFO : Epoch 1874 | loss: 0.031163 | val_loss: 0.0311826 | Time: 2061.96 ms
[2022-04-07 00:26:46 main:574] : INFO : Epoch 1875 | loss: 0.0311609 | val_loss: 0.0311813 | Time: 1840.31 ms
[2022-04-07 00:26:48 main:574] : INFO : Epoch 1876 | loss: 0.0311606 | val_loss: 0.0311867 | Time: 1877.83 ms
[2022-04-07 00:26:50 main:574] : INFO : Epoch 1877 | loss: 0.0311626 | val_loss: 0.0311815 | Time: 1744.96 ms
[2022-04-07 00:26:52 main:574] : INFO : Epoch 1878 | loss: 0.0311615 | val_loss: 0.0311883 | Time: 2006.75 ms
[2022-04-07 00:26:54 main:574] : INFO : Epoch 1879 | loss: 0.0311621 | val_loss: 0.0311784 | Time: 1810.55 ms
[2022-04-07 00:26:56 main:574] : INFO : Epoch 1880 | loss: 0.0311606 | val_loss: 0.0311804 | Time: 1786.07 ms
[2022-04-07 00:26:58 main:574] : INFO : Epoch 1881 | loss: 0.0311599 | val_loss: 0.0311794 | Time: 1913.12 ms
[2022-04-07 00:26:59 main:574] : INFO : Epoch 1882 | loss: 0.0311595 | val_loss: 0.0311796 | Time: 1934.7 ms
[2022-04-07 00:27:01 main:574] : INFO : Epoch 1883 | loss: 0.0311589 | val_loss: 0.0311811 | Time: 1766.3 ms
[2022-04-07 00:27:03 main:574] : INFO : Epoch 1884 | loss: 0.031159 | val_loss: 0.0311791 | Time: 1772.34 ms
[2022-04-07 00:27:05 main:574] : INFO : Epoch 1885 | loss: 0.0311593 | val_loss: 0.0311771 | Time: 1893.41 ms
[2022-04-07 00:27:07 main:574] : INFO : Epoch 1886 | loss: 0.0311598 | val_loss: 0.0311785 | Time: 1832.53 ms
[2022-04-07 00:27:09 main:574] : INFO : Epoch 1887 | loss: 0.0311593 | val_loss: 0.0311784 | Time: 1863.48 ms
[2022-04-07 00:27:10 main:574] : INFO : Epoch 1888 | loss: 0.031159 | val_loss: 0.0311779 | Time: 1765.32 ms
[2022-04-07 00:27:13 main:574] : INFO : Epoch 1889 | loss: 0.0311604 | val_loss: 0.0311773 | Time: 2079.15 ms
[2022-04-07 00:27:15 main:574] : INFO : Epoch 1890 | loss: 0.0311623 | val_loss: 0.0311782 | Time: 2180.55 ms
[2022-04-07 00:27:17 main:574] : INFO : Epoch 1891 | loss: 0.0311602 | val_loss: 0.0311768 | Time: 1919.7 ms
[2022-04-07 00:27:18 main:574] : INFO : Epoch 1892 | loss: 0.0311586 | val_loss: 0.0311781 | Time: 1796.17 ms
[2022-04-07 00:27:20 main:574] : INFO : Epoch 1893 | loss: 0.031158 | val_loss: 0.0311769 | Time: 1949.59 ms
[2022-04-07 00:27:22 main:574] : INFO : Epoch 1894 | loss: 0.0311595 | val_loss: 0.031176 | Time: 1777.48 ms
[2022-04-07 00:27:24 main:574] : INFO : Epoch 1895 | loss: 0.0311589 | val_loss: 0.0311773 | Time: 1815.87 ms
[2022-04-07 00:27:26 main:574] : INFO : Epoch 1896 | loss: 0.0311579 | val_loss: 0.0311797 | Time: 1872.79 ms
[2022-04-07 00:27:28 main:574] : INFO : Epoch 1897 | loss: 0.0311577 | val_loss: 0.0311786 | Time: 1950.72 ms
[2022-04-07 00:27:30 main:574] : INFO : Epoch 1898 | loss: 0.0311599 | val_loss: 0.0311825 | Time: 1908.2 ms
[2022-04-07 00:27:32 main:574] : INFO : Epoch 1899 | loss: 0.0311605 | val_loss: 0.0311785 | Time: 2641.41 ms
[2022-04-07 00:27:35 main:574] : INFO : Epoch 1900 | loss: 0.031159 | val_loss: 0.0311767 | Time: 2109.32 ms
[2022-04-07 00:27:36 main:574] : INFO : Epoch 1901 | loss: 0.0311616 | val_loss: 0.031186 | Time: 1885.81 ms
[2022-04-07 00:27:39 main:574] : INFO : Epoch 1902 | loss: 0.0311613 | val_loss: 0.0311774 | Time: 2397.65 ms
[2022-04-07 00:27:41 main:574] : INFO : Epoch 1903 | loss: 0.0311583 | val_loss: 0.0311804 | Time: 2459.7 ms
[2022-04-07 00:27:43 main:574] : INFO : Epoch 1904 | loss: 0.0311576 | val_loss: 0.0311783 | Time: 2058.65 ms
[2022-04-07 00:27:46 main:574] : INFO : Epoch 1905 | loss: 0.0311588 | val_loss: 0.0311795 | Time: 2461.34 ms
[2022-04-07 00:27:48 main:574] : INFO : Epoch 1906 | loss: 0.0311583 | val_loss: 0.0311779 | Time: 2266.44 ms
[2022-04-07 00:27:50 main:574] : INFO : Epoch 1907 | loss: 0.0311577 | val_loss: 0.0311801 | Time: 1915.86 ms
[2022-04-07 00:27:52 main:574] : INFO : Epoch 1908 | loss: 0.0311593 | val_loss: 0.0311774 | Time: 1764.23 ms
[2022-04-07 00:27:54 main:574] : INFO : Epoch 1909 | loss: 0.0311586 | val_loss: 0.0311793 | Time: 1771.75 ms
[2022-04-07 00:27:55 main:574] : INFO : Epoch 1910 | loss: 0.0311573 | val_loss: 0.0311784 | Time: 1776.46 ms
[2022-04-07 00:27:57 main:574] : INFO : Epoch 1911 | loss: 0.0311612 | val_loss: 0.031179 | Time: 1781.23 ms
[2022-04-07 00:27:59 main:574] : INFO : Epoch 1912 | loss: 0.0311607 | val_loss: 0.0311754 | Time: 1754.63 ms
[2022-04-07 00:28:01 main:574] : INFO : Epoch 1913 | loss: 0.0311659 | val_loss: 0.0311755 | Time: 1764.52 ms
[2022-04-07 00:28:03 main:574] : INFO : Epoch 1914 | loss: 0.0311632 | val_loss: 0.031185 | Time: 1819.78 ms
[2022-04-07 00:28:04 main:574] : INFO : Epoch 1915 | loss: 0.0311679 | val_loss: 0.0311828 | Time: 1894.88 ms
[2022-04-07 00:28:06 main:574] : INFO : Epoch 1916 | loss: 0.0311626 | val_loss: 0.0311784 | Time: 1772.67 ms
[2022-04-07 00:28:08 main:574] : INFO : Epoch 1917 | loss: 0.0311605 | val_loss: 0.0311801 | Time: 1776.77 ms
[2022-04-07 00:28:10 main:574] : INFO : Epoch 1918 | loss: 0.0311612 | val_loss: 0.0311789 | Time: 1803.06 ms
[2022-04-07 00:28:12 main:574] : INFO : Epoch 1919 | loss: 0.0311636 | val_loss: 0.0311797 | Time: 1794.91 ms
[2022-04-07 00:28:13 main:574] : INFO : Epoch 1920 | loss: 0.0311668 | val_loss: 0.0311765 | Time: 1774.7 ms
[2022-04-07 00:28:15 main:574] : INFO : Epoch 1921 | loss: 0.0311626 | val_loss: 0.031175 | Time: 1740.82 ms
[2022-04-07 00:28:17 main:574] : INFO : Epoch 1922 | loss: 0.0311647 | val_loss: 0.0311744 | Time: 1780.48 ms
[2022-04-07 00:28:19 main:574] : INFO : Epoch 1923 | loss: 0.0311645 | val_loss: 0.0311764 | Time: 1806.86 ms
[2022-04-07 00:28:21 main:574] : INFO : Epoch 1924 | loss: 0.0311643 | val_loss: 0.0311734 | Time: 1776.76 ms
[2022-04-07 00:28:22 main:574] : INFO : Epoch 1925 | loss: 0.0311646 | val_loss: 0.0311737 | Time: 1738.35 ms
[2022-04-07 00:28:24 main:574] : INFO : Epoch 1926 | loss: 0.0311628 | val_loss: 0.0311727 | Time: 1757.07 ms
[2022-04-07 00:28:26 main:574] : INFO : Epoch 1927 | loss: 0.0311622 | val_loss: 0.0311751 | Time: 1759.19 ms
[2022-04-07 00:28:28 main:574] : INFO : Epoch 1928 | loss: 0.0311631 | val_loss: 0.0311721 | Time: 1728.42 ms
[2022-04-07 00:28:29 main:574] : INFO : Epoch 1929 | loss: 0.0311633 | val_loss: 0.0311733 | Time: 1774.29 ms
[2022-04-07 00:28:31 main:574] : INFO : Epoch 1930 | loss: 0.0311635 | val_loss: 0.0311746 | Time: 1765.7 ms
[2022-04-07 00:28:33 main:574] : INFO : Epoch 1931 | loss: 0.031164 | val_loss: 0.0311736 | Time: 1738.49 ms
[2022-04-07 00:28:35 main:574] : INFO : Epoch 1932 | loss: 0.0311626 | val_loss: 0.0311769 | Time: 1750.63 ms
[2022-04-07 00:28:36 main:574] : INFO : Epoch 1933 | loss: 0.0311656 | val_loss: 0.0311807 | Time: 1818.12 ms
[2022-04-07 00:28:38 main:574] : INFO : Epoch 1934 | loss: 0.0311622 | val_loss: 0.031178 | Time: 1777.77 ms
[2022-04-07 00:28:40 main:574] : INFO : Epoch 1935 | loss: 0.0311621 | val_loss: 0.0311744 | Time: 1762.3 ms
[2022-04-07 00:28:42 main:574] : INFO : Epoch 1936 | loss: 0.0311621 | val_loss: 0.0311743 | Time: 1743.2 ms
[2022-04-07 00:28:43 main:574] : INFO : Epoch 1937 | loss: 0.0311608 | val_loss: 0.0311752 | Time: 1746.71 ms
[2022-04-07 00:28:45 main:574] : INFO : Epoch 1938 | loss: 0.0311605 | val_loss: 0.0311767 | Time: 1775.13 ms
[2022-04-07 00:28:47 main:574] : INFO : Epoch 1939 | loss: 0.0311621 | val_loss: 0.0311754 | Time: 1757.41 ms
[2022-04-07 00:28:49 main:574] : INFO : Epoch 1940 | loss: 0.031162 | val_loss: 0.031175 | Time: 1785.7 ms
[2022-04-07 00:28:51 main:574] : INFO : Epoch 1941 | loss: 0.0311614 | val_loss: 0.0311758 | Time: 1748.76 ms
[2022-04-07 00:28:52 main:574] : INFO : Epoch 1942 | loss: 0.0311597 | val_loss: 0.0311737 | Time: 1739.38 ms
[2022-04-07 00:28:54 main:574] : INFO : Epoch 1943 | loss: 0.0311613 | val_loss: 0.031182 | Time: 1753.22 ms
[2022-04-07 00:28:56 main:574] : INFO : Epoch 1944 | loss: 0.0311625 | val_loss: 0.0311787 | Time: 1771.43 ms
[2022-04-07 00:28:58 main:574] : INFO : Epoch 1945 | loss: 0.0311601 | val_loss: 0.0311753 | Time: 1750.41 ms
[2022-04-07 00:28:59 main:574] : INFO : Epoch 1946 | loss: 0.0311602 | val_loss: 0.0311722 | Time: 1766.54 ms
[2022-04-07 00:29:01 main:574] : INFO : Epoch 1947 | loss: 0.031163 | val_loss: 0.0311748 | Time: 1747.03 ms
[2022-04-07 00:29:03 main:574] : INFO : Epoch 1948 | loss: 0.031164 | val_loss: 0.0311753 | Time: 1776.87 ms
[2022-04-07 00:29:05 main:574] : INFO : Epoch 1949 | loss: 0.0311649 | val_loss: 0.0311746 | Time: 1747.98 ms
[2022-04-07 00:29:06 main:574] : INFO : Epoch 1950 | loss: 0.0311614 | val_loss: 0.031175 | Time: 1769.53 ms
[2022-04-07 00:29:08 main:574] : INFO : Epoch 1951 | loss: 0.0311605 | val_loss: 0.0311771 | Time: 1749.37 ms
[2022-04-07 00:29:10 main:574] : INFO : Epoch 1952 | loss: 0.03116 | val_loss: 0.0311772 | Time: 1765.55 ms
[2022-04-07 00:29:12 main:574] : INFO : Epoch 1953 | loss: 0.0311595 | val_loss: 0.0311747 | Time: 1752.99 ms
[2022-04-07 00:29:14 main:574] : INFO : Epoch 1954 | loss: 0.03116 | val_loss: 0.0311759 | Time: 1776.32 ms
[2022-04-07 00:29:15 main:574] : INFO : Epoch 1955 | loss: 0.0311602 | val_loss: 0.0311782 | Time: 1717.35 ms
[2022-04-07 00:29:17 main:574] : INFO : Epoch 1956 | loss: 0.031162 | val_loss: 0.0311775 | Time: 1769.3 ms
[2022-04-07 00:29:19 main:574] : INFO : Epoch 1957 | loss: 0.0311596 | val_loss: 0.0311747 | Time: 1774.95 ms
[2022-04-07 00:29:21 main:574] : INFO : Epoch 1958 | loss: 0.0311595 | val_loss: 0.0311748 | Time: 1735.37 ms
[2022-04-07 00:29:22 main:574] : INFO : Epoch 1959 | loss: 0.0311597 | val_loss: 0.0311769 | Time: 1765.2 ms
[2022-04-07 00:29:24 main:574] : INFO : Epoch 1960 | loss: 0.0311612 | val_loss: 0.031179 | Time: 1813.91 ms
[2022-04-07 00:29:26 main:574] : INFO : Epoch 1961 | loss: 0.0311595 | val_loss: 0.0311743 | Time: 1771.41 ms
[2022-04-07 00:29:28 main:574] : INFO : Epoch 1962 | loss: 0.0311594 | val_loss: 0.0311742 | Time: 1765.62 ms
[2022-04-07 00:29:29 main:574] : INFO : Epoch 1963 | loss: 0.0311595 | val_loss: 0.0311764 | Time: 1732.96 ms
[2022-04-07 00:29:31 main:574] : INFO : Epoch 1964 | loss: 0.0311585 | val_loss: 0.0311763 | Time: 1773.83 ms
[2022-04-07 00:29:33 main:574] : INFO : Epoch 1965 | loss: 0.0311604 | val_loss: 0.0311771 | Time: 1743.97 ms
[2022-04-07 00:29:35 main:574] : INFO : Epoch 1966 | loss: 0.0311607 | val_loss: 0.031183 | Time: 1765.05 ms
[2022-04-07 00:29:37 main:574] : INFO : Epoch 1967 | loss: 0.0311587 | val_loss: 0.0311775 | Time: 1752.26 ms
[2022-04-07 00:29:38 main:574] : INFO : Epoch 1968 | loss: 0.0311595 | val_loss: 0.031175 | Time: 1743.95 ms
[2022-04-07 00:29:40 main:574] : INFO : Epoch 1969 | loss: 0.0311603 | val_loss: 0.0311794 | Time: 1782.87 ms
[2022-04-07 00:29:42 main:574] : INFO : Epoch 1970 | loss: 0.0311602 | val_loss: 0.0311793 | Time: 1770 ms
[2022-04-07 00:29:44 main:574] : INFO : Epoch 1971 | loss: 0.0311583 | val_loss: 0.0311754 | Time: 1735.12 ms
[2022-04-07 00:29:45 main:574] : INFO : Epoch 1972 | loss: 0.0311608 | val_loss: 0.0311851 | Time: 1799.95 ms
[2022-04-07 00:29:47 main:574] : INFO : Epoch 1973 | loss: 0.0311615 | val_loss: 0.0311791 | Time: 1734.78 ms
[2022-04-07 00:29:49 main:574] : INFO : Epoch 1974 | loss: 0.0311619 | val_loss: 0.0311758 | Time: 1723.68 ms
[2022-04-07 00:29:51 main:574] : INFO : Epoch 1975 | loss: 0.0311637 | val_loss: 0.0311761 | Time: 1744.82 ms
[2022-04-07 00:29:52 main:574] : INFO : Epoch 1976 | loss: 0.03116 | val_loss: 0.0311768 | Time: 1738.98 ms
[2022-04-07 00:29:54 main:574] : INFO : Epoch 1977 | loss: 0.0311597 | val_loss: 0.0311757 | Time: 1756.2 ms
[2022-04-07 00:29:56 main:574] : INFO : Epoch 1978 | loss: 0.0311661 | val_loss: 0.0311745 | Time: 1759.04 ms
[2022-04-07 00:29:58 main:574] : INFO : Epoch 1979 | loss: 0.0311597 | val_loss: 0.0311812 | Time: 1810.42 ms
[2022-04-07 00:29:59 main:574] : INFO : Epoch 1980 | loss: 0.0311587 | val_loss: 0.031177 | Time: 1708.98 ms
[2022-04-07 00:30:01 main:574] : INFO : Epoch 1981 | loss: 0.0311582 | val_loss: 0.0311764 | Time: 1766.47 ms
[2022-04-07 00:30:04 main:574] : INFO : Epoch 1982 | loss: 0.0311591 | val_loss: 0.0311751 | Time: 2353.42 ms
[2022-04-07 00:30:06 main:574] : INFO : Epoch 1983 | loss: 0.0311578 | val_loss: 0.031176 | Time: 2194.26 ms
[2022-04-07 00:30:08 main:574] : INFO : Epoch 1984 | loss: 0.0311573 | val_loss: 0.0311763 | Time: 1795.77 ms
[2022-04-07 00:30:10 main:574] : INFO : Epoch 1985 | loss: 0.0311603 | val_loss: 0.0311776 | Time: 1841.09 ms
[2022-04-07 00:30:11 main:574] : INFO : Epoch 1986 | loss: 0.0311632 | val_loss: 0.0311803 | Time: 1827.96 ms
[2022-04-07 00:30:13 main:574] : INFO : Epoch 1987 | loss: 0.0311603 | val_loss: 0.0311742 | Time: 1890.8 ms
[2022-04-07 00:30:15 main:574] : INFO : Epoch 1988 | loss: 0.0311582 | val_loss: 0.0311764 | Time: 1833.22 ms
[2022-04-07 00:30:17 main:574] : INFO : Epoch 1989 | loss: 0.0311602 | val_loss: 0.0311765 | Time: 1846.51 ms
[2022-04-07 00:30:19 main:574] : INFO : Epoch 1990 | loss: 0.0311585 | val_loss: 0.0311763 | Time: 1869.54 ms
[2022-04-07 00:30:21 main:574] : INFO : Epoch 1991 | loss: 0.0311615 | val_loss: 0.0311757 | Time: 1848.39 ms
[2022-04-07 00:30:23 main:574] : INFO : Epoch 1992 | loss: 0.0311583 | val_loss: 0.0311761 | Time: 1867.05 ms
[2022-04-07 00:30:25 main:574] : INFO : Epoch 1993 | loss: 0.031158 | val_loss: 0.0311795 | Time: 1878.96 ms
[2022-04-07 00:30:26 main:574] : INFO : Epoch 1994 | loss: 0.0311581 | val_loss: 0.0311754 | Time: 1862.3 ms
[2022-04-07 00:30:28 main:574] : INFO : Epoch 1995 | loss: 0.0311595 | val_loss: 0.0311766 | Time: 1879.69 ms
[2022-04-07 00:30:30 main:574] : INFO : Epoch 1996 | loss: 0.0311616 | val_loss: 0.0311785 | Time: 1840.04 ms
[2022-04-07 00:30:32 main:574] : INFO : Epoch 1997 | loss: 0.0311665 | val_loss: 0.0311806 | Time: 1867.16 ms
[2022-04-07 00:30:34 main:574] : INFO : Epoch 1998 | loss: 0.0311645 | val_loss: 0.0311746 | Time: 1766.74 ms
[2022-04-07 00:30:36 main:574] : INFO : Epoch 1999 | loss: 0.0311622 | val_loss: 0.0311747 | Time: 1799.95 ms
[2022-04-07 00:30:37 main:574] : INFO : Epoch 2000 | loss: 0.031163 | val_loss: 0.0311738 | Time: 1822.39 ms
[2022-04-07 00:30:39 main:574] : INFO : Epoch 2001 | loss: 0.0311637 | val_loss: 0.0311753 | Time: 1767.08 ms
[2022-04-07 00:30:41 main:574] : INFO : Epoch 2002 | loss: 0.0311648 | val_loss: 0.0311788 | Time: 1815.64 ms
[2022-04-07 00:30:43 main:574] : INFO : Epoch 2003 | loss: 0.0311676 | val_loss: 0.0311807 | Time: 1846.04 ms
[2022-04-07 00:30:45 main:574] : INFO : Epoch 2004 | loss: 0.0311673 | val_loss: 0.0311758 | Time: 1823.56 ms
[2022-04-07 00:30:47 main:574] : INFO : Epoch 2005 | loss: 0.0311664 | val_loss: 0.0311776 | Time: 1798.67 ms
[2022-04-07 00:30:48 main:574] : INFO : Epoch 2006 | loss: 0.0311652 | val_loss: 0.0311752 | Time: 1763.67 ms
[2022-04-07 00:30:50 main:574] : INFO : Epoch 2007 | loss: 0.0311644 | val_loss: 0.0311741 | Time: 1763.14 ms
[2022-04-07 00:30:52 main:574] : INFO : Epoch 2008 | loss: 0.0311636 | val_loss: 0.0311757 | Time: 1828.88 ms
[2022-04-07 00:30:54 main:574] : INFO : Epoch 2009 | loss: 0.0311624 | val_loss: 0.031177 | Time: 1791.4 ms
[2022-04-07 00:30:56 main:574] : INFO : Epoch 2010 | loss: 0.031162 | val_loss: 0.0311772 | Time: 1759.79 ms
[2022-04-07 00:30:57 main:574] : INFO : Epoch 2011 | loss: 0.0311637 | val_loss: 0.0311749 | Time: 1805.82 ms
[2022-04-07 00:30:59 main:574] : INFO : Epoch 2012 | loss: 0.0311626 | val_loss: 0.031177 | Time: 1817.41 ms
[2022-04-07 00:31:01 main:574] : INFO : Epoch 2013 | loss: 0.0311634 | val_loss: 0.0311772 | Time: 1804.33 ms
[2022-04-07 00:31:03 main:574] : INFO : Epoch 2014 | loss: 0.031163 | val_loss: 0.0311764 | Time: 1809.77 ms
[2022-04-07 00:31:05 main:574] : INFO : Epoch 2015 | loss: 0.0311631 | val_loss: 0.0311805 | Time: 1861.05 ms
[2022-04-07 00:31:07 main:574] : INFO : Epoch 2016 | loss: 0.0311634 | val_loss: 0.0311809 | Time: 1832.76 ms
[2022-04-07 00:31:08 main:574] : INFO : Epoch 2017 | loss: 0.031162 | val_loss: 0.0311746 | Time: 1777.99 ms
[2022-04-07 00:31:10 main:574] : INFO : Epoch 2018 | loss: 0.0311617 | val_loss: 0.0311763 | Time: 1844.42 ms
[2022-04-07 00:31:12 main:574] : INFO : Epoch 2019 | loss: 0.0311595 | val_loss: 0.0311783 | Time: 1783.26 ms
[2022-04-07 00:31:14 main:574] : INFO : Epoch 2020 | loss: 0.0311617 | val_loss: 0.0311748 | Time: 1725.59 ms
[2022-04-07 00:31:16 main:574] : INFO : Epoch 2021 | loss: 0.0311629 | val_loss: 0.0311771 | Time: 1790.09 ms
[2022-04-07 00:31:17 main:574] : INFO : Epoch 2022 | loss: 0.0311626 | val_loss: 0.0311747 | Time: 1772.09 ms
[2022-04-07 00:31:19 main:574] : INFO : Epoch 2023 | loss: 0.0311632 | val_loss: 0.0311746 | Time: 1725.47 ms
[2022-04-07 00:31:21 main:574] : INFO : Epoch 2024 | loss: 0.0311634 | val_loss: 0.0311842 | Time: 1730.21 ms
[2022-04-07 00:31:23 main:574] : INFO : Epoch 2025 | loss: 0.0311716 | val_loss: 0.0311803 | Time: 1781.49 ms
[2022-04-07 00:31:24 main:574] : INFO : Epoch 2026 | loss: 0.0311707 | val_loss: 0.0311803 | Time: 1770.95 ms
[2022-04-07 00:31:26 main:574] : INFO : Epoch 2027 | loss: 0.0311708 | val_loss: 0.0311781 | Time: 1771.11 ms
[2022-04-07 00:31:28 main:574] : INFO : Epoch 2028 | loss: 0.0311719 | val_loss: 0.0311778 | Time: 1752.83 ms
[2022-04-07 00:31:30 main:574] : INFO : Epoch 2029 | loss: 0.0311675 | val_loss: 0.0311789 | Time: 1765.79 ms
[2022-04-07 00:31:31 main:574] : INFO : Epoch 2030 | loss: 0.031173 | val_loss: 0.0311869 | Time: 1723.2 ms
[2022-04-07 00:31:33 main:574] : INFO : Epoch 2031 | loss: 0.0311833 | val_loss: 0.0311912 | Time: 1807.69 ms
[2022-04-07 00:31:35 main:574] : INFO : Epoch 2032 | loss: 0.0311984 | val_loss: 0.0312102 | Time: 1748.82 ms
[2022-04-07 00:31:37 main:574] : INFO : Epoch 2033 | loss: 0.0312073 | val_loss: 0.0312091 | Time: 1755.28 ms
[2022-04-07 00:31:39 main:574] : INFO : Epoch 2034 | loss: 0.0312045 | val_loss: 0.0312034 | Time: 1774.42 ms
[2022-04-07 00:31:40 main:574] : INFO : Epoch 2035 | loss: 0.0311987 | val_loss: 0.0311912 | Time: 1773.78 ms
[2022-04-07 00:31:42 main:574] : INFO : Epoch 2036 | loss: 0.0311973 | val_loss: 0.0311922 | Time: 1749.57 ms
[2022-04-07 00:31:44 main:574] : INFO : Epoch 2037 | loss: 0.0311928 | val_loss: 0.0311872 | Time: 1755.98 ms
[2022-04-07 00:31:46 main:574] : INFO : Epoch 2038 | loss: 0.031195 | val_loss: 0.0311919 | Time: 1798.05 ms
[2022-04-07 00:31:47 main:574] : INFO : Epoch 2039 | loss: 0.0311924 | val_loss: 0.0311868 | Time: 1776.34 ms
[2022-04-07 00:31:49 main:574] : INFO : Epoch 2040 | loss: 0.0311908 | val_loss: 0.0311879 | Time: 1740.2 ms
[2022-04-07 00:31:51 main:574] : INFO : Epoch 2041 | loss: 0.0311887 | val_loss: 0.0311902 | Time: 1770.48 ms
[2022-04-07 00:31:53 main:574] : INFO : Epoch 2042 | loss: 0.0311886 | val_loss: 0.0311872 | Time: 1772.34 ms
[2022-04-07 00:31:54 main:574] : INFO : Epoch 2043 | loss: 0.0311875 | val_loss: 0.0311878 | Time: 1734.9 ms
[2022-04-07 00:31:56 main:574] : INFO : Epoch 2044 | loss: 0.0311869 | val_loss: 0.031186 | Time: 1733.15 ms
[2022-04-07 00:31:58 main:574] : INFO : Epoch 2045 | loss: 0.0311856 | val_loss: 0.0311857 | Time: 1772.82 ms
[2022-04-07 00:32:00 main:574] : INFO : Epoch 2046 | loss: 0.031186 | val_loss: 0.0311862 | Time: 1758.26 ms
[2022-04-07 00:32:02 main:574] : INFO : Epoch 2047 | loss: 0.0311858 | val_loss: 0.0311872 | Time: 1777.72 ms
[2022-04-07 00:32:03 main:574] : INFO : Epoch 2048 | loss: 0.0311856 | val_loss: 0.0311865 | Time: 1759.56 ms
[2022-04-07 00:32:03 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311865
[2022-04-07 00:32:03 main:603] : INFO : Saving end state to config to file
[2022-04-07 00:32:03 main:608] : INFO : Success, exiting..
00:32:03 (2284): 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)